1
|
Yue Y, Miao Y, Zhou Y, Shen Y, Lu L, Wang F, Cao Y, He B, Gu W. Time to progression predicts outcome of patients with multiple myeloma that can be influenced by autologous hematopoietic stem cell transplantation. Hematology 2025; 30:2448024. [PMID: 39750020 DOI: 10.1080/16078454.2024.2448024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Accepted: 12/24/2024] [Indexed: 01/04/2025] Open
Abstract
OBJECTIVES Currently, there is limited understanding regarding the prognostic significance of time to progression (TTP) after first remission in multiple myeloma (MM). METHODS We conducted a retrospective analysis of clinical data from 209 patients with MM. These patients were categorized into ≤ 6 months, ≤ 12 months, ≤ 24 months, > 24 months, 6-12 months, and 12-24 months subgroups based on TTP. RESULTS Patients in ≤ 12 months group exhibited shorter median overall survival (OS) and OS-1 compared to those in ≤ 24 months group (61.73 vs 96.10 months, P = 0.02; 54.00 vs 74.17 months, P = 0.048). ≤ 6 months group exhibited shorter median OS and OS-1 compared to 6-12 months group (33.63 vs 79.60 months, P = 0.022; 19.93 vs 65.17 months, P = 0.015). Patients in 6-12 months group had shorter median OS and OS-1 compared to those in 12-24 months group (79.60 vs 100.43 months, P < 0.001; 65.17 vs 77.17 months, P = 0.012).No significant difference in OS was observed between patients in 12-24 months and > 24 months groups. For patients who experienced progression within 12 or 24 months after remission, undergoing autologous hematopoietic stem cell transplantation (ASCT) after progression conferred a median OS and OS-2 advantage over receiving post-progression chemotherapy. Multivariable analysis confirmed that TTP was an independent predictor for OS in patients with MM. CONCLUSION Patients with MM who experience earlier disease progression within 12 months after remission have a worse prognosis, and post-progression ASCT can improve their survival outcomes.
Collapse
Affiliation(s)
- Yanhua Yue
- Department of Hematology, The First People's Hospital of Changzhou, Changzhou Medical Center, Nanjing Medical University, Changzhou, People's Republic of China
- Department of Hematology, The First People's Hospital of Changzhou, Third Affiliated Hospital of Soochow University, Changzhou, People's Republic of China
| | - Yingjie Miao
- Department of Hematology, The First People's Hospital of Changzhou, Third Affiliated Hospital of Soochow University, Changzhou, People's Republic of China
| | - Yifang Zhou
- Department of Hematology, The First People's Hospital of Changzhou, Third Affiliated Hospital of Soochow University, Changzhou, People's Republic of China
| | - Yangling Shen
- Department of Hematology, The First People's Hospital of Changzhou, Third Affiliated Hospital of Soochow University, Changzhou, People's Republic of China
| | - Luo Lu
- Department of Hematology, The First People's Hospital of Changzhou, Third Affiliated Hospital of Soochow University, Changzhou, People's Republic of China
| | - Fei Wang
- Department of Hematology, The First People's Hospital of Changzhou, Third Affiliated Hospital of Soochow University, Changzhou, People's Republic of China
| | - Yang Cao
- Department of Hematology, The First People's Hospital of Changzhou, Third Affiliated Hospital of Soochow University, Changzhou, People's Republic of China
| | - Bai He
- Department of Hematology, The First People's Hospital of Changzhou, Third Affiliated Hospital of Soochow University, Changzhou, People's Republic of China
| | - Weiying Gu
- Department of Hematology, The First People's Hospital of Changzhou, Changzhou Medical Center, Nanjing Medical University, Changzhou, People's Republic of China
- Department of Hematology, The First People's Hospital of Changzhou, Third Affiliated Hospital of Soochow University, Changzhou, People's Republic of China
| |
Collapse
|
2
|
Dingli S, Rothweiler P, Binder M, Cook J, Gertz MA, Hayman S, Kapoor P, Kourelis T, Kumar SK, Siddiqui M, Warsame R, Lin Y, Erdman AG, Dingli D. The ratio of brain to liver glucose activity and disease activity in multiple myeloma. Blood Cancer J 2025; 15:90. [PMID: 40335455 PMCID: PMC12059036 DOI: 10.1038/s41408-025-01280-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2025] [Revised: 03/17/2025] [Accepted: 04/02/2025] [Indexed: 05/09/2025] Open
Abstract
Changes in metabolic activity in tumor cells is one of the hallmarks of cancer. Cancer cells exhibit the Warburg effect with high glucose consumption for their energy needs. This provides the basis for imaging using 18F-2-deoxy-D-glucose for positron emission tomography to assess tumor burden and response to therapy. We postulated that metabolically active tumors may compete with the brain for glucose uptake and evaluated glucose uptake in the brain and liver in patients with multiple myeloma in various states of response and relapse. The ratio of brain to liver glucose activity (B2LR) mirrors disease activity in myeloma, predicts the presence of extramedullary disease and is also predictive of a short response to chimeric antigen receptor T cell therapy. Patients with a low B2LR also have an inferior survival compared to patients with persistently higher B2LR values. Our simple metabolic ratio has prognostic implications in myeloma and other tumors.
Collapse
Affiliation(s)
- Sarah Dingli
- Earl E. Bakken Medical Devices Center, Department of Mechanical Engineering, College of Science and Engineering, University of Minnesota, Twin Cities, MN, USA
| | - Paul Rothweiler
- Earl E. Bakken Medical Devices Center, Department of Mechanical Engineering, College of Science and Engineering, University of Minnesota, Twin Cities, MN, USA
| | - Moritz Binder
- Division of Hematology and Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Joselle Cook
- Division of Hematology and Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Morie A Gertz
- Division of Hematology and Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Suzanne Hayman
- Division of Hematology and Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Prashant Kapoor
- Division of Hematology and Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Taxiarchis Kourelis
- Division of Hematology and Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Shaji K Kumar
- Division of Hematology and Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Mustaqeem Siddiqui
- Division of Hematology and Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Rahma Warsame
- Division of Hematology and Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Yi Lin
- Division of Hematology and Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Arthur G Erdman
- Earl E. Bakken Medical Devices Center, Department of Mechanical Engineering, College of Science and Engineering, University of Minnesota, Twin Cities, MN, USA
| | - David Dingli
- Division of Hematology and Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA.
| |
Collapse
|
3
|
Han Q, Han W, Li C, Xie Q, Jing X. PHLPP and LAMP2 predict favorable treatment response and survival in multiple myeloma patients who receive induction treatment with bortezomib. Ir J Med Sci 2025; 194:455-462. [PMID: 39951232 DOI: 10.1007/s11845-025-03879-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Accepted: 01/14/2025] [Indexed: 04/26/2025]
Abstract
OBJECTIVE Pleckstrin homology domain leucine-rich repeat protein phosphatase (PHLPP) increases the sensitivity of multiple myeloma (MM) cells to bortezomib by upregulating lysosome-associated membrane protein 2 (LAMP2), while their clinical role in MM patients is unclear. This study aimed to assess the intercorrelation between PHLPP and LAMP2, as well as their associations with treatment response and survival in MM patients who received induction treatment with bortezomib. METHODS A total of 59 MM patients who received induction treatment with bortezomib were included. PHLPP and LAMP2 were detected by quantitative polymerase chain reaction in bone marrow plasma cells that were collected before treatment. Treatment response, progression-free survival (PFS), and overall survival (OS) were assessed. RESULTS PHLPP was positively correlated with LAMP2, whether they were considered as continuous variables (r = 0.469, P < 0.001) or categorized as high and low expressions (P = 0.003). PHLPP and LAMP2 were elevated in patients who achieved complete remission (CR) versus those who did not, as well as in patients who achieved partial remission (PR) and above versus those who had less than PR (all P < 0.05). By chi-square test, high PHLPP (cut by the median) was linked with the achievement of PR and above (P = 0.015), and high LAMP2 (cut by the median) was related to the achievement of CR (P = 0.030). High PHLPP (P = 0.016) and LAMP2 (P = 0.037) were associated with prolonged PFS, but not OS (both P > 0.05). CONCLUSION PHLPP is positively correlated with LAMP2, and their high expressions predict favorable treatment response and PFS in MM patients who receive induction treatment with bortezomib.
Collapse
Affiliation(s)
- Qingkun Han
- Department of Hematology, Zibo Central Hospital, Zibo, 255036, China
| | - Wei Han
- Department of Hematology, Zibo Central Hospital, Zibo, 255036, China
| | - Cuiping Li
- Department of Health Management Center, Zibo Central Hospital, Zibo, 255036, China
| | - Qianqian Xie
- Department of Clinical Laboratory, Zibo Maternal and Child Care Service Center, Zibo, 255000, China.
| | - Xuebing Jing
- Department of Clinical Practice Center, Zibo Central Hospital, Zibo, 255036, China.
| |
Collapse
|
4
|
Gursoy V, Baysal M, Sadri S, Hunutlu FC, Ersal T, Gul OO, Kose E, Celik E, Baysal S, Gullu Koca T, Cubukcu S, Ergun E, Yavuz S, Ozkocaman V, Ozkalemkas F. Comparative Analysis and Validation of the IMPEDED VTE, IMPEDE VTE, and SAVED Risk Models in Predicting Venous Thromboembolism in Multiple Myeloma Patients: A Retrospective Study in Türkiye. Diagnostics (Basel) 2025; 15:633. [PMID: 40075881 PMCID: PMC11899139 DOI: 10.3390/diagnostics15050633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2025] [Revised: 03/03/2025] [Accepted: 03/04/2025] [Indexed: 03/14/2025] Open
Abstract
Background: Several thrombotic risk assessment models have been proposed for identifying patients with a high risk of thrombosis (the IMPEDE venous thromboembolism (VTE), SAVED, and PRISM scores) in multiple myeloma (MM). Recently, adding a biomarker (D-dimer) for the IMPEDE VTE score has shown that it can boost the detection power of IMPEDED VTE. However, data from studies comparing these models in MM are scarce. Even real-world data arguing the utility of thrombotic risk assessment models in MM from low- or middle-income countries like Türkiye are lacking. Methods: We aimed to show the possibility of detecting VTE using the IMPEDED VTE score in our cohort by retrospectively screening MM patients. Therefore, we aimed to compare the IMPEDE VTE, SAVED and IMPEDED VTE scoring models. Results: We conducted a retrospective analysis of 455 MM patients from three centers in Bursa, Türkiye, evaluating the incidence of VTE within six months of the treatment. The IMPEDED VTE score showed superior predictive accuracy (c-statistic of 0.701), compared to the IMPEDE VTE (0.618) and SAVED (0.633) scores, demonstrating the added value of D-dimer as a biomarker. The cumulative incidence of VTE in the cohort was 10.7%, comparable to rates observed in real-world studies. Conclusions: Despite the interventions and thrombotic risk assessment models, thrombosis remains a high-risk entity. Personalized risk assessment tools, such as IMPEDED VTE, could be used to manage thrombotic risk in MM patients, particularly in resource-limited settings. Albeit the thromboprophylaxis (51.6%), our findings support the utility of biomarker-enhanced models for better VTE-risk stratification, particularly in resource-limited settings.
Collapse
Affiliation(s)
- Vildan Gursoy
- The Division of Hematology, The Department of Internal Medicine, The Faculty of Medicine, Uludag University, 16059 Bursa, Türkiye
| | - Mehmet Baysal
- The Department of Hematology, Tekirdag İ. Fehmi Cumalioglu City Hospital, 59030 Tekirdag, Türkiye;
| | - Sevil Sadri
- The Division of Hematology, The Department of Internal Medicine, Bursa City Hospital, 16250 Bursa, Türkiye
| | - Fazil Cagri Hunutlu
- The Division of Hematology, The Department of Internal Medicine, The Faculty of Medicine, Uludag University, 16059 Bursa, Türkiye
| | - Tuba Ersal
- The Division of Hematology, The Department of Internal Medicine, The Faculty of Medicine, Uludag University, 16059 Bursa, Türkiye
| | - Ozgur Omer Gul
- The Department of Internal Medicine, Bursa City Hospital, 16250 Bursa, Türkiye; (O.O.G.)
| | - Elif Kose
- The Department of Internal Medicine, Bursa City Hospital, 16250 Bursa, Türkiye; (O.O.G.)
| | - Esra Celik
- The Department of Internal Medicine, The Faculty of Medicine, Uludag University, 16059 Bursa, Türkiye
| | - Serap Baysal
- The Department of Public Health, The Faculty of Medicine, Tekirdag Namık Kemal University, 59030 Tekirdag, Türkiye
| | - Tuğba Gullu Koca
- The Division of Hematology, The Department of Internal Medicine, The Faculty of Medicine, Uludag University, 16059 Bursa, Türkiye
| | - Sinem Cubukcu
- The Division of Hematology, The Department of Internal Medicine, The Faculty of Medicine, Uludag University, 16059 Bursa, Türkiye
| | - Ezel Ergun
- The Division of Hematology, The Department of Internal Medicine, The Faculty of Medicine, Uludag University, 16059 Bursa, Türkiye
| | - Seyma Yavuz
- The Division of Hematology, The Department of Internal Medicine, The Faculty of Medicine, Uludag University, 16059 Bursa, Türkiye
| | - Vildan Ozkocaman
- The Division of Hematology, The Department of Internal Medicine, The Faculty of Medicine, Uludag University, 16059 Bursa, Türkiye
| | - Fahir Ozkalemkas
- The Division of Hematology, The Department of Internal Medicine, The Faculty of Medicine, Uludag University, 16059 Bursa, Türkiye
| |
Collapse
|
5
|
Pasvolsky O, Marcoux C, Wang Z, Milton DR, Pal B, Tanner MR, Bashir Q, Srour S, Saini N, Lin P, Ramdial J, Nieto Y, Tang G, Syed N, Aljawai Y, Lee HC, Patel KK, Becnel MR, Ye C, Kebriaei P, Thomas SK, Orlowski RZ, Champlin RE, Shpall EJ, Qazilbash MH. Outcomes of Standard-Risk Multiple Myeloma Patients Who Undergo Upfront Autologous Hematopoietic Stem Cell Transplantation. Transplant Cell Ther 2025; 31:166.e1-166.e9. [PMID: 39746546 DOI: 10.1016/j.jtct.2024.12.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Revised: 12/23/2024] [Accepted: 12/24/2024] [Indexed: 01/04/2025]
Abstract
Patients with multiple myeloma (MM) without high-risk cytogenetic abnormalities are classified as having standard-risk MM (SRMM), and data focusing on their outcomes after autologous hematopoietic stem cell transplantation (autoHCT) are limited. We sought to evaluate survival outcomes for patients with SRMM receiving autoHCT, and to elucidate factors that impact these outcomes. This was a single-center retrospective analysis that included consecutive MM patients who received upfront autoHCT between 2013 and 2021, had available cytogenetic information and had no high-risk chromosomal abnormalities on fluorescence in situ hybridization, defined as t(4;14), t(14;16), del(17p) or 1q21 gain or amplification. A total of 1000 SRMM patients were included, with a median age of 61 years (range 25 to 83), and 61% were male (n = 612). The most common induction regimens were bortezomib/lenalidomide/dexamethasone (VRD; n = 398, 40%) and carfilzomib/lenalidomide/dexamethasone (KRD; n = 212, 21%), and the majority (87%) received single-agent melphalan as conditioning. After induction and before autoHCT, 16% and 57% achieved ≥complete response (CR) and ≥very good partial response (VGPR), respectively. At day 100 post autoHCT, 37% and 77% achieved ≥CR and ≥VGPR, respectively. Sixty-two percent and 89% of patients achieved ≥ CR and ≥VGPR as best response post-transplant. A minimal residual disease (MRD) negative response pre- and post-transplantation was achieved in 43% (401/936) and 64% (199/311) of patients, respectively. After a median follow-up of 42.1 months, the median progression-free survival (PFS) for the entire cohort was 68.3 months (95% CI 60.1 to 72.1), and the median overall survival (OS) was not reached (95% CI 102.3-not reached). The 5-year PFS and OS rates were 55% and 83%, respectively. In multivariable analysis, achieving MRD-negative CR prior to autoHCT (HR 0.65 [95% CI 0.44 to 0.97], P = .033) or as best response (0.52 [0.34 to 0.78], P = .002), and use of post-transplant maintenance (0.69 [0.52 to 0.93], P = .013) and lenalidomide-based combination maintenance (0.68 [0.48 to 0.96], P = .030) were associated with improved PFS, whereas use of an induction regimen other than KRD was associated with worse PFS (1.50 [1.04 to 2.17], P = .031). For OS, post-transplant maintenance (0.48 [0.32 to 0.70], P < .001) was associated with better survival in multivariable analysis, whereas R-ISS stage III, compared with stage I, (2.34 [1.01 to 5.43], P = .047) was associated with worse OS. Patients with SRMM who received upfront autoHCT had a median PFS of >5.5 years, and median OS was not reached. These results highlight the favorable outcomes with upfront autoHCT for patients with SRMM, serving as a benchmark for future therapeutic approaches in this subgroup of MM patients.
Collapse
Affiliation(s)
- Oren Pasvolsky
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Curtis Marcoux
- Division of Hematology, Dalhousie University, Halifax, Canada
| | - Zhongya Wang
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Denái R Milton
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Babar Pal
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Mark R Tanner
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Qaiser Bashir
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Samer Srour
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Neeraj Saini
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Paul Lin
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jeremy Ramdial
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Yago Nieto
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Guilin Tang
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Naureen Syed
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Yosra Aljawai
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Hans C Lee
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Krina K Patel
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Melody R Becnel
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Christine Ye
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Partow Kebriaei
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Sheeba K Thomas
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Robert Z Orlowski
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas; Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Richard E Champlin
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Elizabeth J Shpall
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Muzaffar H Qazilbash
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| |
Collapse
|
6
|
Mohan Lal B, van Rhee F, Al Hadidi S. Current State of Evidence on Definitions and Management of High-Risk Multiple Myeloma. Curr Oncol Rep 2025; 27:258-277. [PMID: 39937351 DOI: 10.1007/s11912-025-01639-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/14/2025] [Indexed: 02/13/2025]
Abstract
PURPOSE OF REVIEW This review aims to address the subgroup of patients with newly diagnosed multiple myeloma (NDMM) who have high-risk multiple myeloma (HRMM) and continue to experience poor outcomes despite recent therapeutic advances. We will explore various clinical, biochemical, imaging, genetic, and dynamic features associated with high-risk status, along with the different risk stratification tools developed to identify HRMM patients. RECENT FINDINGS Although numerous parameters for defining HRMM have been proposed, a universally accepted definition remains absent. Studies have shown diverse treatment responses and varying outcomes in HRMM patients, prompting the development of tailored therapeutic approaches. Emerging evidence supports the need for refined definitions and more targeted strategies to improve HRMM management. HRMM patients represent an unmet need in NDMM treatment, and a standardized definition for HRMM is crucial for advancing research and clinical care. This review discusses current and future treatment options, the necessity for a consistent HRMM definition, and the importance of clinical trials focused on this high-risk group to bridge existing treatment gaps.
Collapse
Affiliation(s)
- Bhavesh Mohan Lal
- Department of Internal Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Frits van Rhee
- Myeloma Section, Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Samer Al Hadidi
- Myeloma Section, Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA.
| |
Collapse
|
7
|
Moreau P, Facon T, Usmani SZ, Bahlis N, Raje N, Plesner T, Orlowski RZ, Basu S, Nahi H, Hulin C, Quach H, Goldschmidt H, O'Dwyer M, Perrot A, Venner CP, Weisel K, Tiab M, Macro M, Frenzel L, Leleu X, Wang G, Pei H, Krevvata M, Carson R, Borgsten F, Kumar SK. Daratumumab plus lenalidomide/dexamethasone in untreated multiple myeloma: analysis of key subgroups of the MAIA study. Leukemia 2025; 39:710-719. [PMID: 39815052 DOI: 10.1038/s41375-024-02506-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2024] [Revised: 11/12/2024] [Accepted: 12/13/2024] [Indexed: 01/18/2025]
Abstract
In the MAIA study (median follow-up, 56.2 months), daratumumab plus lenalidomide and dexamethasone (D-Rd) significantly improved progression-free survival (PFS) and overall survival versus lenalidomide and dexamethasone (Rd) alone in transplant-ineligible newly diagnosed multiple myeloma (NDMM). In this post hoc analysis of clinically important subgroups in MAIA (median follow-up, 64.5 months), transplant-ineligible patients with NDMM were randomized 1:1 to D-Rd or Rd. The primary endpoint was PFS; secondary endpoints included overall response rate (ORR) and measurable residual disease (MRD)-negativity rate (10-5). PFS favored D-Rd versus Rd in most subgroups, including patients aged ≥75 years (HR, 0.59; 95% CI, 0.44-0.79), frail patients (HR, 0.64; 95% CI, 0.48-0.85), patients with high-risk cytogenetics (HR, 0.59; 95% CI, 0.44-0.80), and patients with isolated gain(1q21) (HR, 0.36; 95% CI, 0.19-0.67). ORRs, MRD-negativity rates, and sustained (≥12 months) MRD-negativity rates were higher with D-Rd versus Rd across subgroups. In patients aged ≥75 years, rates of grade 3/4 and serious treatment-emergent adverse events (TEAEs) were similar for D-Rd and Rd, but discontinuation due to TEAEs was lower for D-Rd. Results support use of D-Rd for high-risk patients, supporting D-Rd as a standard of care for transplant-ineligible NDMM. This trial was registered at www.clinicaltrials.gov as NCT02252172.
Collapse
Affiliation(s)
- Philippe Moreau
- Hematology Department, University Hospital Hôtel-Dieu, Nantes, France.
| | - Thierry Facon
- University of Lille, CHU Lille, Service des Maladies du Sang, Lille, France
| | - Saad Z Usmani
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nizar Bahlis
- Arnie Charbonneau Cancer Research Institute, University of Calgary, Calgary, AB, Canada
| | - Noopur Raje
- Center for Multiple Myeloma, Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | - Torben Plesner
- Vejle Hospital and University of Southern Denmark, Vejle, Denmark
| | - Robert Z Orlowski
- Department of Lymphoma & Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Supratik Basu
- Royal Wolverhampton NHS Trust and University of Wolverhampton, CRN West Midlands, NIHR, Wolverhampton, UK
| | - Hareth Nahi
- Karolinska Institute, Department of Medicine, Division of Hematology, Karolinska University Hospital at Huddinge, Stockholm, Sweden
| | - Cyrille Hulin
- Department of Hematology, Hôpital Haut Lévêque, University Hospital, Pessac, France
| | - Hang Quach
- University of Melbourne, St Vincent's Hospital, Melbourne, Australia
| | - Hartmut Goldschmidt
- GMMG-Study Group at University Hospital Heidelberg, Internal Medicine V, Heidelberg, Germany
| | - Michael O'Dwyer
- Department of Medicine/Haematology, University of Galway, Galway, Republic of Ireland
| | - Aurore Perrot
- CHU de Toulouse, IUCT-O, Université de Toulouse, UPS, Service d'Hématologie, Toulouse, France
| | - Christopher P Venner
- Department of Medical Oncology, Cross Cancer Institute, University of Alberta, Edmonton, AB, Canada
- Department of Medical Oncology, BC Cancer - Vancouver Centre, University of British Columbia, Vancouver, BC, Canada
| | - Katja Weisel
- Department of Oncology, Hematology and Bone Marrow Transplantation with Section of Pneumology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | | | - Margaret Macro
- Centre Hospitalier Universitaire (CHU) de Caen, Caen, France
| | | | - Xavier Leleu
- CHU Poitiers, Hôpital la Milétrie, Poitiers, France
| | - George Wang
- Janssen Research & Development, LLC, Spring House, PA, USA
| | - Huiling Pei
- Janssen Research & Development, LLC, Titusville, NJ, USA
| | - Maria Krevvata
- Janssen Research & Development, LLC, Spring House, PA, USA
| | - Robin Carson
- Janssen Research & Development, LLC, Spring House, PA, USA
| | | | - Shaji K Kumar
- Department of Hematology, Mayo Clinic Rochester, Rochester, MN, USA
| |
Collapse
|
8
|
Liang X, Xu W, Zhou F, Huang W, Yi X, Zhang Y, Yan Y, Zhang N, Wang J, Sun X, Hu R, Zhu Y, Ma X, Sun Y, Lan M, Long M, Kumar SK, Dai Y, Jin F. Dissecting the high-risk property of 1q gain/amplification in patients with newly diagnosed multiple myeloma. Am J Cancer Res 2025; 15:501-516. [PMID: 40084363 PMCID: PMC11897644 DOI: 10.62347/fxvh4425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Accepted: 01/27/2025] [Indexed: 03/16/2025] Open
Abstract
1q gain/amplification (1q+) is the most common cytogenetic abnormality (CA), with a frequency of 30-50% in patients with newly diagnosed multiple myeloma (NDMM). Although accumulating evidence supports 1q+ as a "high-risk" CA (HRCA), several issues remain to be addressed to understand its true prognostic property. We retrospectively analyzed a cohort of 934 patients with NDMM from three centers in China, who had baseline data available for 1q+ [including 1q21 gain (3 copies) and amplification (> 3 copies)] detected by fluorescence in situ hybridization in isolated CD138+ cells, and who received first-line treatment with novel agents including proteasome inhibitors, immunomodulatory drugs, or both. Minimal residue disease (MRD) was assessed using next-generation flow cytometry. In this cohort, 1q+ patients accounted for 53% of all patients. 1q+ patients were characterized by larger tumor burden, more advanced diseases, adverse complications, and frequent concurrence of other CAs (particularly HRCAs) at diagnosis. Concurrence of HRCAs [del(17p), t(4;14), and t(14;16); known as double-hit MM], but not standard-risk CA, markedly worsened the outcome of 1q+ patients, compared to those with 1q+ only (progression-free survival/PFS: hazard ratio/HR 1.63, 95% confidence interval/CI 1.21-2.20, P = 0.0013; overall survival/OS: HR 1.96, 95% CI 1.40-2.74, P < 0.0001). 1q+ modulated the risk levels defined by the Revised International Staging System (R-ISS). Although the overall response rate was not significantly different between patients with or without 1q+, fewer 1q+ patients achieved complete response or better and minimal residue disease negativity (MRD-). MRD- attainment substantially prolonged PFS (HR 4.03, 95% CI 2.59-6.29, P < 0.0001) and OS (HR 3.72, 95% CI 2.24-6.19, P < 0.0001) of 1q+ patients. While 1q+ patients had relatively shorter MRD- duration, sustained MRD- significantly improved the PFS and OS of 1q+ patients. Together, 1q+ is an HRCA and a major component of double-hit MM, while the risk-adapted and MRD-tailored therapy may best help manage this high-risk population.
Collapse
Affiliation(s)
- Xinyue Liang
- Department of Hematology, The First Hospital of Jilin UniversityChangchun, Jilin, China
- Laboratory of Cancer Precision Medicine, The First Hospital of Jilin UniversityChangchun, Jilin, China
| | - Weiling Xu
- Department of Radiology, The First Hospital of Jilin UniversityChangchun, Jilin, China
| | - Fan Zhou
- Department of Hematology and Oncology, Shanghai Jing’an District Zhabei Central HospitalShanghai, China
| | - Wenyang Huang
- State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Science and Peking Union Medical CollegeTianjin, China
| | - Xingcheng Yi
- Laboratory of Cancer Precision Medicine, The First Hospital of Jilin UniversityChangchun, Jilin, China
| | - Yingjie Zhang
- Department of Hematology, The First Hospital of Jilin UniversityChangchun, Jilin, China
| | - Yurong Yan
- Department of Hematology, The First Hospital of Jilin UniversityChangchun, Jilin, China
| | - Nan Zhang
- Department of Hematology, The First Hospital of Jilin UniversityChangchun, Jilin, China
| | - Jingxuan Wang
- Department of Hematology, The First Hospital of Jilin UniversityChangchun, Jilin, China
| | - Xiaoxiao Sun
- Department of Hematology, The First Hospital of Jilin UniversityChangchun, Jilin, China
| | - Rui Hu
- Department of Hematology, The First Hospital of Jilin UniversityChangchun, Jilin, China
| | - Yufeng Zhu
- Department of Hematology, The First Hospital of Jilin UniversityChangchun, Jilin, China
| | - Xintian Ma
- Department of Hematology, The First Hospital of Jilin UniversityChangchun, Jilin, China
| | - Yue Sun
- Laboratory of Cancer Precision Medicine, The First Hospital of Jilin UniversityChangchun, Jilin, China
| | - Maozhou Lan
- Laboratory of Cancer Precision Medicine, The First Hospital of Jilin UniversityChangchun, Jilin, China
| | - Mengtuan Long
- Laboratory of Cancer Precision Medicine, The First Hospital of Jilin UniversityChangchun, Jilin, China
| | - Shaji K Kumar
- Division of Hematology, Mayo Clinic College of MedicineRochester, MN, USA
| | - Yun Dai
- Laboratory of Cancer Precision Medicine, The First Hospital of Jilin UniversityChangchun, Jilin, China
| | - Fengyan Jin
- Department of Hematology, The First Hospital of Jilin UniversityChangchun, Jilin, China
| |
Collapse
|
9
|
Yang H, He Y, Qu F, Zhu J, Deng L, Jiang F, Wu X, Chen Y, Kashif A, Wang X. Maraviroc enhances Bortezomib sensitivity in multiple myeloma by inhibiting M2 macrophage polarization via PI3K/AKT/RhoA signaling pathway in macrophages. Cell Div 2025; 20:5. [PMID: 39953613 PMCID: PMC11829472 DOI: 10.1186/s13008-025-00145-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2024] [Accepted: 01/21/2025] [Indexed: 02/17/2025] Open
Abstract
BACKGROUND Multiple myeloma (MM) is a malignancy where drug resistance often leads to relapse or refractory disease. Chemokine receptor 5 (CCR5) has emerged as a novel therapeutic target. However, the role of CCR5-antagonist Maraviroc (MVC) in M2 macrophage polarization and its potential to enhance Bortezomib sensitivity in MM has not been fully explored. METHODS We used human bone marrow samples, RPMI 8226 cells, and THP-1 monocytes to investigate CCL3/CCR5 axis. ELISA measured CCL3/CCR5 levels. Knockdown/overexpression vectors modulated expression. Cell proliferation, apoptosis, and macrophage polarization were assessed using CCK8, flow cytometry, and transwell assays. QRT-PCR analyzed CCL3 expression, and western blotting examined PI3K/AKT/RhoA signaling. CCR5 was targeted via siRNAs or MVC. NOD/SCID mouse model evaluated CCL3/CCR5 effects on macrophage polarization and MVC's impact on Bortezomib efficacy. RESULTS CCL3, CCR5, and M2 macrophage markers are upregulated in MM patients, with CCL3/CCR5 expression correlating with M2 macrophage polarization. Myeloma-secreted CCL3 and paracrine CCR5 significantly promoted M2 macrophage polarization by activating PI3K/AKT/RhoA signaling, which in turn enhanced myeloma proliferation, inhibited apoptosis, and reduced Bortezomib sensitivity. MVC inhibited M2 macrophage polarization and improved Bortezomib sensitivity in vitro and xenograft mouse myeloma models. CONCLUSIONS MVC reduced macrophage polarization and enhanced Bortezomib sensitivity in MM cells.
Collapse
Affiliation(s)
- Huiye Yang
- Department of Hematology, Affiliated Hospital of Guilin Medicial University, Lequn Road 15#, Guilin City, Guangx, 541000, China
| | - Yuchan He
- Department of Hematology, The Second Affiliated Hospital of Guilin Medical University, Guilin, 541199, China
| | - Fujun Qu
- Department of Hematology, Affiliated Hospital of Guilin Medicial University, Lequn Road 15#, Guilin City, Guangx, 541000, China
| | - Jie Zhu
- Department of Hematology, Affiliated Hospital of Guilin Medicial University, Lequn Road 15#, Guilin City, Guangx, 541000, China
| | - Liyuan Deng
- Department of Hematology, Affiliated Hospital of Guilin Medicial University, Lequn Road 15#, Guilin City, Guangx, 541000, China
| | - Fang Jiang
- Department of Hematology, Affiliated Hospital of Guilin Medicial University, Lequn Road 15#, Guilin City, Guangx, 541000, China
| | - Xianyi Wu
- Department of Hematology, Affiliated Hospital of Guilin Medicial University, Lequn Road 15#, Guilin City, Guangx, 541000, China
| | - Yixuan Chen
- Department of Hematology, Affiliated Hospital of Guilin Medicial University, Lequn Road 15#, Guilin City, Guangx, 541000, China
| | - Ali Kashif
- Department of Hematology, Affiliated Hospital of Guilin Medicial University, Lequn Road 15#, Guilin City, Guangx, 541000, China
| | - Xiaotao Wang
- Department of Hematology, Affiliated Hospital of Guilin Medicial University, Lequn Road 15#, Guilin City, Guangx, 541000, China.
| |
Collapse
|
10
|
Li Y, Deng J, Jian Y, Zhang Z, Chen W. Is t(11;14) in newly diagnosed multiple myeloma a favorable outcome in the novel agent era? Blood Res 2025; 60:11. [PMID: 39913013 PMCID: PMC11802943 DOI: 10.1007/s44313-025-00056-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Accepted: 01/10/2025] [Indexed: 02/07/2025] Open
Abstract
BACKGROUND t(11;14) is considered a standard risk factor in multiple myeloma (MM). However, recent studies suggested that its impact in the context of novel agents remained controversial. METHODS This retrospective analysis examined the clinical profiles of 375 newly diagnosed patients with MM and compared the outcomes between those with t(11;14) and those with normal cytogenetics. RESULTS The median progression-free survival (PFS) of the 84 patients with t(11;14) was 36 months (95% confidence interval (CI), 23.5-48.5), which was significantly shorter than the median PFS of 65 months (95% CI, 23.0-107.0) for the 59 patients with normal cytogenetics (p = 0.011). Median overall survival (OS) was not reached in either group (p = 0.977). When combined with 1q21 + , t(11;14) showed a trend toward poorer PFS (median PFS: 36 vs. 65 months; p = 0.130). In the presence of high-risk cytogenetics (HRCAs), t(11;14) was associated with a worse PFS (median PFS: 9 vs. 38 months, p = 0.015) and a trend toward shorter OS (median OS: 33 vs. 49 months, p = 0.096). Multivariate analysis indicated that t(11;14) was a poor prognostic factor for PFS. 1q21 + was a detrimental prognostic factor, particularly in the t(11;14) group. Autologous stem cell transplantation (ASCT) may be a beneficial treatment option for patients with t(11;14). CONCLUSION In this study, patients with MM with t(11;14) demonstrated poorer PFS than those with normal cytogenetics. Further investigations are required to evaluate the impact of t(11;14) in patients newly diagnosed with MM in the era of novel agents.
Collapse
Affiliation(s)
- Ye Li
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematologic Disease, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China, 100044
| | - Jingjing Deng
- Department of Hematology, Myeloma Research Center of Beijing, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China, 100020
| | - Yuan Jian
- Department of Hematology, Myeloma Research Center of Beijing, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China, 100020
| | - Zhiyao Zhang
- Department of Hematology, Myeloma Research Center of Beijing, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China, 100020
| | - Wenming Chen
- Department of Hematology, Myeloma Research Center of Beijing, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China, 100020.
| |
Collapse
|
11
|
Wang Y, Lan T, Zhang Q, Zhou C, Liu P. Myeloma cell-derived CXCL7 facilitates proliferation of tumor cells and occurrence of osteolytic lesions through JAK/STAT3 pathway. Cell Death Dis 2025; 16:74. [PMID: 39915476 PMCID: PMC11802855 DOI: 10.1038/s41419-025-07413-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2024] [Revised: 01/13/2025] [Accepted: 01/30/2025] [Indexed: 02/09/2025]
Abstract
Osteolytic lesions and pathological fractures are hallmark manifestations of multiple myeloma (MM), profoundly influencing the quality of life and self-care ability of MM patients. By analyzing transcriptome data and single-cell RNA-seq data from our center and the GEO database, a subset of MM cells with high expression levels of chemokine CXCL7 was identified. This subset of MM cells possesses a high capacity for proliferation and activation of osteoclast signaling pathway. CXCL7 might be a crucial regulator of osteolytic damage in MM. Subsequently, the association between the expression level of CXCL7 and pathological fractures in patients was investigated, and the impact of CXCL7 on MM proliferation was confirmed both in vivo and in vitro. A mouse xenograft tumor model was established through intravenous injection of myeloma cell lines based on the homing ability of plasma cells. Moreover, the mechanism by which CXCL7 promotes the activation of osteoclast signaling pathways in MM was explored. Our findings reveal that elevated CXCL7 levels significantly enhance MM cell proliferation, increasing the risk of pathological fractures in MM patients. Additionally, our mouse xenograft tumor model demonstrated that CXCL7 can induce femoral fractures and reduce bone mineral density. Concurrently, it was discovered that CXCL7 could activate the JAK/STAT3 pathway via CXCR2 and upregulate the expression levels of MMP13 and C-myc, facilitating MM cell proliferation and activation of the osteoclast signaling pathway. Our study offers novel insights into the pathogenic mechanism of osteolytic lesions and implies that targeting CXCL7 may present a new therapeutic avenue for MM.
Collapse
Affiliation(s)
- Yue Wang
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Tianwei Lan
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Qiongyan Zhang
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Chi Zhou
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Peng Liu
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China.
| |
Collapse
|
12
|
Avigan ZM, Mitsiades CS, Laganà A. The role of 1q abnormalities in multiple myeloma: Genomic insights, clinical implications, and therapeutic challenges. Semin Hematol 2025; 62:20-30. [PMID: 39482206 DOI: 10.1053/j.seminhematol.2024.10.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Accepted: 10/02/2024] [Indexed: 11/03/2024]
Abstract
Chromosome 1q copy number variations, collectively termed +1q, are 1 of the most common cytogenetic abnormalities in multiple myeloma. 1q abnormalities are associated with overexpression of a high-risk gene signature promoting cell proliferation, apoptosis resistance, genomic instability, and treatment resistance, and acquisition or expansion of +1q subclones mediate disease development and relapse. While there remains significant controversy as to whether the presence of +1q is itself an independent driver of poor prognosis or is simply a marker of other high-risk features, +1q has recently been incorporated into multiple prognostic scoring models as a new high-risk cytogenetic abnormality. In this review, we present possible underlying genetic mechanisms of high-risk disease in +1q myeloma, implications for subclonal development, its role in modifying the tumor microenvironment, current evidence for clinical significance in newly-diagnosed and relapsed patients, and current controversies in +1q classification and prognostication.
Collapse
Affiliation(s)
- Zachary M Avigan
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY
| | | | - Alessandro Laganà
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY; Department of Genetic and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY.
| |
Collapse
|
13
|
Faghani S, Moassefi M, Yadav U, Buadi FK, Kumar SK, Erickson BJ, Gonsalves WI, Baffour FI. Whole-body low-dose computed tomography in patients with newly diagnosed multiple myeloma predicts cytogenetic risk: a deep learning radiogenomics study. Skeletal Radiol 2025; 54:267-273. [PMID: 38937291 PMCID: PMC11652250 DOI: 10.1007/s00256-024-04733-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Revised: 05/31/2024] [Accepted: 06/12/2024] [Indexed: 06/29/2024]
Abstract
OBJECTIVE To develop a whole-body low-dose CT (WBLDCT) deep learning model and determine its accuracy in predicting the presence of cytogenetic abnormalities in multiple myeloma (MM). MATERIALS AND METHODS WBLDCTs of MM patients performed within a year of diagnosis were included. Cytogenetic assessments of clonal plasma cells via fluorescent in situ hybridization (FISH) were used to risk-stratify patients as high-risk (HR) or standard-risk (SR). Presence of any of del(17p), t(14;16), t(4;14), and t(14;20) on FISH was defined as HR. The dataset was evenly divided into five groups (folds) at the individual patient level for model training. Mean and standard deviation (SD) of the area under the receiver operating curve (AUROC) across the folds were recorded. RESULTS One hundred fifty-one patients with MM were included in the study. The model performed best for t(4;14), mean (SD) AUROC of 0.874 (0.073). The lowest AUROC was observed for trisomies: AUROC of 0.717 (0.058). Two- and 5-year survival rates for HR cytogenetics were 87% and 71%, respectively, compared to 91% and 79% for SR cytogenetics. Survival predictions by the WBLDCT deep learning model revealed 2- and 5-year survival rates for patients with HR cytogenetics as 87% and 71%, respectively, compared to 92% and 81% for SR cytogenetics. CONCLUSION A deep learning model trained on WBLDCT scans predicted the presence of cytogenetic abnormalities used for risk stratification in MM. Assessment of the model's performance revealed good to excellent classification of the various cytogenetic abnormalities.
Collapse
Affiliation(s)
- Shahriar Faghani
- Department of Radiology, Mayo Clinic, 200 1st St SW, Rochester, MN, 55905, USA
| | - Mana Moassefi
- Department of Radiology, Mayo Clinic, 200 1st St SW, Rochester, MN, 55905, USA
| | - Udit Yadav
- Division of Hematology, Mayo Clinic, 13400 E. Shea Blvd, Scottsdale, AZ, 85259, USA
| | - Francis K Buadi
- Division of Hematology, Mayo Clinic, 200 1st St SW, Rochester, MN, 55905, USA
| | - Shaji K Kumar
- Division of Hematology, Mayo Clinic, 200 1st St SW, Rochester, MN, 55905, USA
| | - Bradley J Erickson
- Department of Radiology, Mayo Clinic, 200 1st St SW, Rochester, MN, 55905, USA
| | - Wilson I Gonsalves
- Division of Hematology, Mayo Clinic, 200 1st St SW, Rochester, MN, 55905, USA
| | - Francis I Baffour
- Department of Radiology, Mayo Clinic, 200 1st St SW, Rochester, MN, 55905, USA.
| |
Collapse
|
14
|
Matsumura I, Oda T, Kasamatsu T, Murakami Y, Ishihara R, Ohmori A, Matsumoto A, Gotoh N, Kobayashi N, Miyazawa Y, Ogawa Y, Yokohama A, Sasaki N, Saitoh T, Handa H. Role of Rac1 in p53-Related Proliferation and Drug Sensitivity in Multiple Myeloma. Cancers (Basel) 2025; 17:461. [PMID: 39941828 PMCID: PMC11815915 DOI: 10.3390/cancers17030461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2024] [Revised: 01/14/2025] [Accepted: 01/23/2025] [Indexed: 02/16/2025] Open
Abstract
In this work, the study presented in [...].
Collapse
Affiliation(s)
- Ikuko Matsumura
- Hematology, Graduate School of Medicine, Gunma University, Maebashi 371-8511, Gunma, Japan
| | - Tsukasa Oda
- Mucosal Ecosystem Design, Institute for Molecular and Cellular Regulation, Gunma University, Maebashi 371-8511, Gunma, Japan
| | - Tetsuhiro Kasamatsu
- Faculty of Medical Technology and Clinical Engineering, Gunma University of Health and Welfare, Maebashi 371-0823, Gunma, Japan
| | - Yuki Murakami
- Faculty of Medical Technology and Clinical Engineering, Gunma University of Health and Welfare, Maebashi 371-0823, Gunma, Japan
| | - Rei Ishihara
- Faculty of Medical Technology and Clinical Engineering, Gunma University of Health and Welfare, Maebashi 371-0823, Gunma, Japan
| | - Ayane Ohmori
- Department of Laboratory Sciences, Graduate School of Health Sciences, Gunma University, Maebashi 371-8511, Gunma, Japan
| | - Akira Matsumoto
- Hematology, Graduate School of Medicine, Gunma University, Maebashi 371-8511, Gunma, Japan
| | - Nanami Gotoh
- Department of Laboratory Sciences, Graduate School of Health Sciences, Gunma University, Maebashi 371-8511, Gunma, Japan
| | - Nobuhiko Kobayashi
- Hematology, Graduate School of Medicine, Gunma University, Maebashi 371-8511, Gunma, Japan
| | - Yuri Miyazawa
- Hematology, Graduate School of Medicine, Gunma University, Maebashi 371-8511, Gunma, Japan
| | - Yoshiyuki Ogawa
- Hematology, Graduate School of Medicine, Gunma University, Maebashi 371-8511, Gunma, Japan
| | - Akihiko Yokohama
- Division of Blood Transfusion, Gunma University Hospital, Maebashi 371-8511, Gunma, Japan
| | - Nobuo Sasaki
- Mucosal Ecosystem Design, Institute for Molecular and Cellular Regulation, Gunma University, Maebashi 371-8511, Gunma, Japan
| | - Takayuki Saitoh
- Department of Laboratory Sciences, Graduate School of Health Sciences, Gunma University, Maebashi 371-8511, Gunma, Japan
| | - Hiroshi Handa
- Hematology, Graduate School of Medicine, Gunma University, Maebashi 371-8511, Gunma, Japan
| |
Collapse
|
15
|
Li Y, Deng J, Chen W. The prognostic impact of 1q21 gain/amplification in newly diagnosed multiple myeloma: a retrospective study based on a single center in China. Ann Hematol 2025; 104:503-513. [PMID: 39753831 DOI: 10.1007/s00277-024-06164-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2024] [Accepted: 12/20/2024] [Indexed: 02/28/2025]
Abstract
1q21gain/amp is the most common in patients with multiple myeloma. However, there is limited research on the prognostic heterogeneity of 1q21+, and the prognostic of the 1q21 copy remains controversial. In this study, we primarily conducted a retrospective analysis of the prognostic significance of 1q21 gain/amp in 375 newly diagnosed multiple myeloma patients. 1q21 + was detected in 164 (43.7%) patients, including 103 (27.5%) with 3 copies and 61 (16.3%) with ≥ 4 copies. Patients with 1q21 + were more likely to be accompanied by anemia, hypercalcemia, t(4;14), and t(14;16). Compared with 1q21-, the progression-free survival (PFS) and overall survival (OS) of 1q21 + are shorter(p <0.0001; p = 0.036). The PFS of 1q21 amp was shorter than 1q21 gain (p = 0.0072). When accompanied by other high-risk abnormalities, 1q21 + was associated with earlier disease progression (all p<0.05). There were no significant differences in survival outcomes among patients with 1q21 gain alone, 1q21 amp alone, and FISH-. Autologous stem cell transplantation can prolong the survival of 1q21 + patients (p = 0.00062). A predictive scoring system based on 1q21 gain, 1q21 amp, del(17p), t(14;16), ISS II/III, and high LDH categorizes patients into three groups: low-risk (44.8%), intermediate-risk (38.9%), and high-risk (16.3%) (p < 0.0001; p < 0.0001). 1q21 + showed a relatively poor prognosis when coexisted with other high-risk cytogenetic abnormalities, especially 1q21 amp. The risk scoring system based on 1q21 copies is a potential risk stratification tool for multiple myeloma.
Collapse
Affiliation(s)
- Ye Li
- Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation for Hematological Diseases, Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematologic Disease, Beijing, 100044, China
| | - Jingjing Deng
- Department of Hematology, Beijing Chaoyang Hospital, Myeloma Research Center of Beijing, Capital Medical University, Gongtinanlu No 8, Chaoyang District, Beijing, 100020, China
| | - Wenming Chen
- Department of Hematology, Beijing Chaoyang Hospital, Myeloma Research Center of Beijing, Capital Medical University, Gongtinanlu No 8, Chaoyang District, Beijing, 100020, China.
| |
Collapse
|
16
|
Marcoux C, Pasvolsky O, Milton DR, Tanner MR, Bashir Q, Srour S, Saini N, Lin P, Ramdial J, Nieto Y, Tang G, Lee HC, Patel KK, Kebriaei P, Ahmed A, Aljawai Y, Thomas SK, Orlowski RZ, Shpall EJ, Champlin RE, Qazilbash MH. Real-World Outcomes of Upfront Autologous Hematopoietic Stem Cell Transplantation in Patients With Newly Diagnosed Multiple Myeloma With Deletion 17p. Transplant Cell Ther 2025; 31:12.e1-12.e10. [PMID: 39448031 DOI: 10.1016/j.jtct.2024.10.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Revised: 09/25/2024] [Accepted: 10/15/2024] [Indexed: 10/26/2024]
Abstract
Despite tremendous advancements in multiple myeloma (MM) therapeutics, outcomes remain heterogeneous, heavily influenced by clinical and cytogenetic factors. Among these, deletion of the short arm of chromosome 17 (del(17p)) is a strong predictor of poor prognosis. The aim of this study was to evaluate real-world outcomes in patients with newly diagnosed MM (NDMM) with del(17p) undergoing upfront autologous hematopoietic stem cell transplantation (auto-HCT). We conducted a single-center retrospective analysis of patients with NDMM who underwent upfront auto-HCT at MD Anderson Cancer Center between 2008 and 2018. Primary endpoints were progression-free survival (PFS) and overall survival (OS), with secondary endpoints being hematological response and measurable residual disease (MRD) status postauto-HCT. MRD status in the bone marrow biopsy was evaluated using 8-color next-generation flow cytometry with a sensitivity of 1/10-5 cells. One hundred and fifteen patients were included (55% male). Median age at auto-HCT was 62 years (range 34 to 83). The median del(17p) clone size was 20%, with 51 (53%) patients having clone sizes >20% and 15 (15%) patients having clone sizes >55%. Additional high-risk cytogenetic abnormalities included t(4;14) in 15 (13%) patients, t(14;16) in 8 (7%) patients, and 1q21+ in 25 (22%) patients. After induction, 10% of patients achieved ≥ CR, and 50% achieved ≥ VGPR, with 25% having MRD-negative ≥ VGPR. Post-transplant, 42% achieved ≥ CR, and 83% achieved ≥ VGPR as best response, with 55% (48/87) having MRD-negative ≥ VGPR. With a median follow-up of 31.4 months (range 3.1 to 199.1), median PFS and OS for the entire cohort were 19.9 and 71.5 months, respectively, and 5-year OS was 53%. Concurrent del(17p) and t(4;14) were associated with significantly worse outcomes, with median PFS and OS of 11.5 and 22.4 months, respectively. In multivariable analysis (MVA), female sex was associated with worse PFS (HR [95% CI] 2.87 [1.75 to 4.72], P < .001), while MRD negative CR post-transplant (0.35 [0.18 to 0.68], P = .002) and maintenance therapy (0.46 [0.27 to 0.77], P = 0.003) were associated with better PFS. In MVA for OS, female sex (2.22 [1.18 to 4.17], P = 0.013) and the presence of t(4;14) (2.55 [1.09 to 5.95], P = 0.030) were associated with worse OS, whereas Karnofsky Performance Status of ≥90 (0.47 [0.23 to 0.94], P = 0.034) was associated with better OS. This study affirms del(17p) as a high-risk abnormality with unfavorable outcomes despite modern therapies. The co-occurrence of del(17p) and t(4;14) was associated with particularly poor outcomes. Novel approaches are needed for this high-risk subgroup.
Collapse
Affiliation(s)
- Curtis Marcoux
- Division of Hematology, Dalhousie University, Halifax, Canada
| | - Oren Pasvolsky
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Denái R Milton
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Mark R Tanner
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Qaiser Bashir
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Samer Srour
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Neeraj Saini
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Paul Lin
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jeremy Ramdial
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Yago Nieto
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Guilin Tang
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Hans C Lee
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Krina K Patel
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Partow Kebriaei
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Amna Ahmed
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Yosra Aljawai
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Sheeba K Thomas
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Robert Z Orlowski
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Elizabeth J Shpall
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Richard E Champlin
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Muzaffar H Qazilbash
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| |
Collapse
|
17
|
Martino EA, Mele G, Vigna E, Morabito F, Gentile M. Refining High-Risk Multiple Myeloma: Advancements in Genomic, Clinical, and Prognostic Criteria. Mediterr J Hematol Infect Dis 2025; 17:e2025006. [PMID: 39830800 PMCID: PMC11740893 DOI: 10.4084/mjhid.2025.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2024] [Accepted: 12/16/2024] [Indexed: 01/22/2025] Open
Abstract
Multiple myeloma (MM) is a heterogeneous disease, with MM patients experiencing different clinical outcomes depending on the disease's biological features. Novel insights into the molecular mechanisms of MM have led to the introduction of sophisticated drugs, which dramatically improved patient treatment and survival. To date, young patients with newly diagnosed MM could experience a median overall survival (OS) of 10 years. Nevertheless, a small proportion of patients still undergoes early disease progression and death. Indeed, cases defined as ultra-high-risk MM (uHRMM) and high-risk MM (HRMM) are destined for a worse outcome, with an OS of 2-3 and 3-5 years, respectively. In this regard, current risk stratification systems failed to identify this subset of patients better. The application of existing risk models has led to the identification of extremely heterogeneous categories of patients, and they have not taken into account biological and clinical differences. The concept of HRMM was initially formalised in 2015. Since then, a great effort has been made to identify those parameters whose presence pone MM patients at higher risk of developing an early relapse. The simultaneous presence of 2 or more unfavourable cytogenetic abnormalities, the identification of an extramedullary disease or the detection of circulating plasma cells, as well as high-risk gene expression profiling (GEP) signature, have shown to be well related to a worse outcome and are going to be incorporated into new prognostic systems. The introduction of the Individualised Risk Model for Multiple Myeloma (IRMMa) marks a significant advancement in the management of HRMM by integrating genomic and clinical data to tailor treatment strategies. This model demonstrates improved prognostic accuracy compared to traditional staging systems and emphasises the importance of personalised treatment approaches. The implementation of these advanced tools is essential for enhancing precision medicine in MM and improving outcomes for patients in high-risk categories.
Collapse
Affiliation(s)
| | - Giuseppe Mele
- Haematology and Transplant Unit, Ospedale Antonio Perrino, Brindisi, Italy
| | - Ernesto Vigna
- Hematology Unit, Azienda Ospedaliera Annunziata, Cosenza, Italy
| | | | - Massimo Gentile
- Hematology Unit, Azienda Ospedaliera Annunziata, Cosenza, Italy
- Department of Pharmacy, Health and Nutritional Science, University of Calabria, Rende, Italy
| |
Collapse
|
18
|
Xu J, Wang Y, Ren L, Li P, Liu P. IGF2BP1 promotes multiple myeloma with chromosome 1q gain via increasing CDC5L expression in an m 6A-dependent manner. Genes Dis 2025; 12:101214. [PMID: 39534570 PMCID: PMC11554607 DOI: 10.1016/j.gendis.2024.101214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2023] [Revised: 12/21/2023] [Accepted: 12/29/2023] [Indexed: 11/16/2024] Open
Abstract
Multiple myeloma (MM) patients with chromosome 1q gain (1q+) are clinically and biologically heterogeneous. The underlying molecular mechanisms are still under investigation, while the identification of targets for effective therapy of this subgroup of MM patients is urgently needed. We aimed to investigate the clinical significance and the regulatory mechanisms of insulin-like growth factor 2 messenger RNA (mRNA) binding protein 1 (IGF2BP1), a N6-methyladenosine (m6A) reader, in MM patients with 1q+. We found that MM patients with 1q+ exhibit a significantly higher level of IGF2BP1 mRNA than controls, while higher IGF2BP1 expression predicted a worse prognosis in MM patients with 1q+. IGF2BP1 overexpression promoted cell proliferation and G1-to-S phase transition of the cell cycle in NCI-H929 cells. Through comprehensive in silico analyses of existing public datasets and in-house generated high-throughput sequencing datasets, along with in vitro experiments, we identified CDC5L as a target of IGFBP1, which can bind to the m6A sites of CDC5L mRNA to up-regulate its protein abundance. Higher CDC5L expression also predicted a worse prognosis of MM patients with 1q+. Moreover, both knockdown and mutation of CDC5L attenuated the pro-proliferative effect of IGF2BP1. Furthermore, IGF2BP1 inhibitor BTYNB effectively inhibited CDC5L expression in MM cells with 1q+ and suppressed the proliferation of these cells in vitro and in vivo. Therefore, IGF2BP1 acts as a post-transcriptional enhancer of CDC5L in an m6A-dependent manner to promote the proliferation of MM cells with 1q+. Our work identified a novel IGF2BP1-CDC5L axis and provided new insight into developing targeted therapeutics for MM patients with 1q+.
Collapse
Affiliation(s)
- Jiadai Xu
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai 200030, China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai 200030, China
| | - Yawen Wang
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai 200030, China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai 200030, China
| | - Liang Ren
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai 200030, China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai 200030, China
| | - Panpan Li
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai 200030, China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai 200030, China
| | - Peng Liu
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai 200030, China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai 200030, China
| |
Collapse
|
19
|
Keski H, Merdan S, Zemheri IE. Evaluation of CD56 and CD117 Double-Positivity as a Predictor of Poor Prognosis in Multiple Myeloma Patients: A Retrospective Analysis. Turk J Haematol 2024; 41:236-245. [PMID: 39377029 PMCID: PMC11628754 DOI: 10.4274/tjh.galenos.2024.2024.0149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Accepted: 10/08/2024] [Indexed: 10/09/2024] Open
Abstract
Objective Despite advancements in treatment, multiple myeloma (MM) remains a challenging hematologic malignancy. It is crucial to stratify risk and perform prognostic assessment with various markers, including the expression of cluster of differentiation 56 (CD56) and cluster of differentiation 117 (CD117). However, the relationship of these markers with MM-related survival remains unclear. In this context, the objective of this study was to investigate the prognostic implications of CD56 and CD117 expression and associated clinical features in MM patients. Materials and Methods The population of this retrospective single-center study consisted of adult MM patients whose CD56 and CD117 expression levels were analyzed. Patients were divided into four groups according to their immunophenotypes: CD56+CD117-, CD56-CD117+, CD56+CD117+, and CD56-CD117-. These groups were compared in terms of demographic and clinical characteristics, response to treatment, and survival outcomes. Results Of the 168 MM patients included in the study, CD56 positivity, CD117 positivity, CD56 and CD117 double positivity, and CD56 and CD117 double negativity were observed in 57.1%, 38.1%, 21.4%, and 26.2%, respectively. Patients with double positivity had significantly higher cytogenetic risk and significantly lower overall response rate (ORR) compared to other patients (p<0.001 for both). ORR and overall survival (OS) were significantly lower in CD56-positive patients than in CD56-negative patients (p=0.017 and p=0.004, respectively). Mortality rates were significantly higher in CD56-positive and CD117-positive patients than in double-negative patients (p<0.001 and p=0.002, respectively). Double-negative patients had significantly lower ORR and OS and higher mortality than others (p=0.001, p=0.002, and p<0.001, respectively). High cytogenetic risk was found to be an independent predictor of shorter OS (p>0.001). Conclusion This study’s findings revealed that MM patients with CD56 and CD117 double positivity had poorer prognosis, lower ORR, shorter OS, and higher mortality.
Collapse
Affiliation(s)
- Hakan Keski
- University of Health Sciences Türkiye, Ümraniye Training and Research Hospital, Clinic of Hematology, İstanbul, Türkiye
| | - Selim Merdan
- University of Health Sciences Türkiye, Ümraniye Training and Research Hospital, Clinic of Microbiology, İstanbul, Türkiye
| | - Itır Ebru Zemheri
- University of Health Sciences Türkiye, Ümraniye Training and Research Hospital, Clinic of Pathology, İstanbul, Türkiye
| |
Collapse
|
20
|
Xu Z, Yu J, Chen Y. Hub genes and associated drugs for multiple myeloma with 1q21+: identified by bioinformatic analysis. Hematology 2024; 29:2323890. [PMID: 38433435 DOI: 10.1080/16078454.2024.2323890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 02/22/2024] [Indexed: 03/05/2024] Open
Abstract
While 1q21+ was common genetic alteration and found to have adverse effect on prognosis, the underlying genes remain unclear. Identification of related genes may provide additional help for rational intervention. The microarray dataset GSE2658 associated with MM was downloaded from the Gene Expression Omnibus (GEO) database. The differentially expressed genes (DEGs) were obtained, and Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were performed to annotate their functions. The hub genes were derived from the combined results of up-regulated DEGs and weighted gene coexpression network analysis (WGCNA). The receiver operating characteristic (ROC) curves of hub genes were plotted to evaluate correlation with 1q21+. Survival analysis and drug-gene interaction of hub genes were performed separately to find the prognostic value and potential targeted drugs. A total of 55 DEGs were identified. GO and KEGG pathway analyses suggested that the DEGs were related to several pathways of cell proliferation. NVL, IL6R, DUSP23 were proven to be highly correlated with 1q21+ and have adverse effects on prognosis. IL6R, DUSP23 were matched to known interaction-drug. This study revealed potential roles of hub genes in the pathogenesis and progression of MM with 1q21+, further investigations are needed to elucidate the mechanisms.
Collapse
Affiliation(s)
- Zhiqiang Xu
- Department of Hematology, ZhongShan Hospital Xiamen University, Xiamen, People's Republic of China
| | - Jieni Yu
- Department of Hematology, Shaoxing People's Hospital, Shaoxing, People's Republic of China
| | - Yamei Chen
- Department of Hematology, ZhongShan Hospital Xiamen University, Xiamen, People's Republic of China
| |
Collapse
|
21
|
Garderet L, Gras L, Koster L, Baaij L, Hamad N, Dsouza A, Estrada-Merly N, Hari P, Saber W, Cowan AJ, Iida M, Okamoto S, Takamatsu H, Mizuno S, Kawamura K, Kodera Y, Ko BS, Liam C, HO KW, Goh AS, Tan SK, Elhaddad AM, Bazarbachi A, Chaudhry QUN, Alfar R, Bekadja MA, Benakli M, Ortiz CAF, Riva E, Galeano S, Bass F, Mian HS, McCurdy A, Wang FR, Meng L, Neumann D, Koh M, Snowden JA, Schönland S, McLornan DP, Hayden PJ, Sureda A, Greinix HT, Aljurf M, Atsuta Y, Niederwieser D. Global characteristics and outcomes of autologous hematopoietic stem cell transplantation for newly diagnosed multiple myeloma: A study of the worldwide network for blood and marrow transplantation (WBMT). Am J Hematol 2024; 99:2084-2095. [PMID: 39158218 PMCID: PMC11758675 DOI: 10.1002/ajh.27451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 07/01/2024] [Accepted: 07/21/2024] [Indexed: 08/20/2024]
Abstract
Autologous hematopoietic cell transplantation (AHCT) is a commonly used treatment in multiple myeloma (MM). However, real-world global demographic and outcome data are scarce. We collected data on baseline characteristics and outcomes from 61 725 patients with newly diagnosed MM who underwent upfront AHCT between 2013 and 2017 from nine national/international registries. The primary endpoint was overall survival (OS), and the secondary endpoints were progression-free survival (PFS), relapse incidence (RI) and non-relapse mortality (NRM). Median OS amounted to 90.2 months (95% CI 88.2-93.6) and median PFS 36.5 months (95% CI 36.1-37.0). At 24 months, cumulative RI was 33% (95% CI 32.5%-33.4%) and NRM was 2.5% (95% CI 2.3%-2.6%). In the multivariate analysis, superior outcomes were associated with younger age, IgG subtype, complete hematological response at auto-HCT, Karnofsky score of 100%, international staging scoring (ISS) stage 1, HCT-comorbidity index (CI) 0, standard cytogenetic risk, auto-HCT in recent years, and use of lenalidomide maintenance. There were differences in the baseline characteristics and outcomes between registries. While the NRM was 1%-3% at 12 months worldwide, the OS at 36 months was 69%-84%, RI at 12 months was 12%-24% and PFS at 36 months was 43%-63%. The variability in these outcomes is attributable to differences in patient and disease characteristics as well as the use of maintenance and macroeconomic factors. In conclusion, worldwide data indicate that AHCT in MM is a safe and effective therapy with an NRM of 1%-3% with considerable regional differences in OS, PFS, RI, and patient characteristics. Maintenance treatment post-AHCT had a beneficial effect on OS.
Collapse
Affiliation(s)
- Laurent Garderet
- Service d’Hématologie, Sorbonne Université, Hopital Pitié Salpêtière APHP, Paris, France
| | - Luuk Gras
- EBMT Statistical Unit, Leiden, The Netherlands, Leiden, Netherlands
| | | | | | - Nada Hamad
- Department of medicine, medical college of Wisconsin, Milwaukee
| | - Anita Dsouza
- Department of Haematology, St Vincent’s Hospital Sydney, Australia and St Vincent’s Clinical School, Sydney, University of New South Wales, Sydney, NSW, Australia; School of Medicine, Sydney, University of Notre Dame Australia
| | - Noel Estrada-Merly
- CIBMTR (Center for International Blood and Marrow Transplant Research), Department of Medicine, Medical College of Wisconsin, Milwaukee, WI
| | | | - Wael Saber
- Department of Haematology, St Vincent’s Hospital Sydney, Australia and St Vincent’s Clinical School, Sydney, University of New South Wales, Sydney, NSW, Australia; School of Medicine, Sydney, University of Notre Dame Australia
| | - Andrew J Cowan
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Minako Iida
- Aichi Medical University School of Medicine, Nagakute-cho, Aichi, JPN
| | | | - Hiroyuki Takamatsu
- School of Entrepreneurial and Innovation Studies, Kanazawa University, Kanazawa, Japan
| | - Shohei Mizuno
- Department of Hematology, Aichi Medical University School of Medicine, Nagakute, AIC, Japan
| | - Koji Kawamura
- Division of Hematology, Jichi Medical University Saitama Medical Center, Saitama, SAI, Japan
| | - Yoshihisa Kodera
- Department of Promotion for Blood and Marrow Transplantation, Aichi Medical University School of Medicine, Nagoya, Japan
| | - Bor-Sheng Ko
- National Taiwan University Hospital, Taipei, Taiwan
| | | | | | - A Sim Goh
- Penang general hospital, Penang, Malaysia
| | - S Keat Tan
- Penang general hospital, Penang, Malaysia
| | - Alaa M. Elhaddad
- Department of Pediatric Oncology and Stem Cell Transplantation Unit, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Ali Bazarbachi
- Bone Marrow Transplantation Program, Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | | | - Rozan Alfar
- King Hussein cancer center, Amman, ON, Jordan
| | - Mohamed-Amine Bekadja
- Department of Hematology and Cell Therapy, EHU 1st Novembre 1954 Bir el Djir Usto, University Ahmed Benbella 1, Oran, Algeria
| | - Malek Benakli
- Centre Pierre et Marie Curie (CPMC), Algiers, Algeria
| | | | - Eloisa Riva
- Cátedra de Hematología, Hospital de Clínicas, Facultad de Medicina, Montevideo, Montevideo, Uruguay
| | - Sebastian Galeano
- Hematology Department, British Hospital, Montevideo, Montevideo, Uruguay
| | | | - Hira S Mian
- Department of Oncology, McMaster University, Hamilton, ON, Canada
| | - Arleigh McCurdy
- Department of Medicine, Division of Hematology, The Ottawa Hospital, Ottawa, ON, Canada
| | | | - Ly Meng
- Peking University, Beijing, China
| | | | - Mickey Koh
- Infection and Immunity Clinical Academic Group St George’s, University of London, United Kingdom
| | - John A Snowden
- BSBMTCT, Department of Haematology, Sheffield Teaching Hospitals NHS Trust, Sheffield, United Kingdom
| | - Stefan Schönland
- Department of Internal Medicine V, Amyloidosis Center, Heidelberg University Hospital, Heidelberg, Germany
| | - Donal P. McLornan
- Department of Haematology, Kings’s College Hospital, London, ENG, United Kingdom
| | - Patrick John Hayden
- Department of Haematology, Trinity College Dublin, St. James’s Hospital, Dublin, Dublin, Ireland
| | - Anna Sureda
- Institut Català d’Oncologia, Hospital Duran i Reynals. Institut d’Investigació Biomèdica de Bellvitge (IDIBELL). Universitat de Barcelona, L’Hospitalet de Llobregat. Barcelona, Spain
| | - Hildegard T. Greinix
- Division of Hematology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Mahmoud Aljurf
- Oncology Center, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Yoshiko Atsuta
- Japanese Data Center for Hematopoietic Cell Transplantation, Department of Registry Science for Transplant and Cellular Therapy, Aichi Medical University School of Medicine, Nagakute, Japan
| | | |
Collapse
|
22
|
Li JR, Wang C, Cheng C. Identifying high-risk multiple myeloma patients: A novel approach using a clonal gene signature. Int J Cancer 2024; 155:1684-1695. [PMID: 38874435 PMCID: PMC11537842 DOI: 10.1002/ijc.35057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 05/20/2024] [Accepted: 05/28/2024] [Indexed: 06/15/2024]
Abstract
Multiple myeloma (MM) is a heterogeneous disease with a small subset of high-risk patients having poor prognoses. Identifying these patients is crucial for treatment management and strategic decisions. In this study, we developed a novel computational framework to define prognostic gene signatures by selecting genes with expression driven by clonal copy number alterations. We applied this framework to MM and developed a clonal gene signature (CGS) consisting of 22 genes and evaluated in five independent datasets. The CGS provided significant prognostic values after adjusting for well-established factors including cytogenetic abnormalities, International Staging System (ISS), and Revised ISS (R-ISS). Importantly, CGS demonstrated higher performance in identifying high-risk patients compared to the GEP70 and SKY92 signatures recommended for prognostic stratification of MM. CGS can further stratify patients into subgroups with significantly differential prognoses when applied to the high- and low-risk groups identified by GEP70 and SKY92. Additionally, CGS scores are significantly associated with patient response to dexamethasone, a commonly used treatment for MM. In summary, we proposed a computational framework that requires only gene expression data to identify CGSs for prognosis prediction. CGS provides a useful biomarker for improving prognostic stratification in MM, especially for identifying the highest-risk patients.
Collapse
Affiliation(s)
- Jian-Rong Li
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, TX 77030, USA
- Section of Epidemiology and Population Sciences, Department of Medicine, Baylor College of Medicine, Houston, TX 77030, USA
| | - Christiana Wang
- Genetics and Genomics Graduate Program, Baylor College of Medicine, Houston, TX 77030, USA
| | - Chao Cheng
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, TX 77030, USA
- Section of Epidemiology and Population Sciences, Department of Medicine, Baylor College of Medicine, Houston, TX 77030, USA
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
| |
Collapse
|
23
|
Bryant A, Quach H. Biomarker-directed therapy in multiple myeloma. Curr Opin Oncol 2024; 36:600-609. [PMID: 39246155 DOI: 10.1097/cco.0000000000001091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/10/2024]
Abstract
PURPOSE OF REVIEW Multiple myeloma is currently treated with a one-size-fits-all approach despite significant heterogeneity in patient outcomes and disease molecular constitution. A personalised approach would tailor therapy to unique patient or disease characteristics. RECENT FINDINGS Well established prognostic biomarkers such as cytogenetic risk and patient frailty status are being evaluated as potential predictive biomarkers. Specifically, treatment intensity can be augmented in high-risk patients or conversely attenuated in those at lower risk or lower ability to withstand treatment toxicities. Alternatively, targeted therapy can be rationally designed to exploit vulnerable pathways in myeloma cells as identified using predictive biomarkers. The t(11;14) translocation, found in approximately 15-20% of myeloma cases, is a leading biomarker for response to BCL-2 inhibitors such as venetoclax. SUMMARY Active research efforts exploring venetoclax combination therapies, as well as new generation BCL-2 inhibitors are underway. Following the development of venetoclax, numerous other cellular pathways are under investigation as candidate predictive biomarkers to rationally inform newer targeted therapies in myeloma.
Collapse
Affiliation(s)
- Adam Bryant
- Liverpool Hospital, University of New South Wales, Sydney
| | - Hang Quach
- St Vincent's Hospital, University of Melbourne, Melbourne, Australia
| |
Collapse
|
24
|
Li Y, Liu J, Deng J, Jian Y, Zhang Z, Zhou H, Li J, Chen W. A new prognostic scoring system for newly diagnosed multiple myeloma in the era of new drugs. Front Med (Lausanne) 2024; 11:1473034. [PMID: 39502644 PMCID: PMC11536264 DOI: 10.3389/fmed.2024.1473034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Accepted: 10/02/2024] [Indexed: 11/08/2024] Open
Abstract
Background We developed a new predictive staging system to explore the heterogeneity of survival in newly diagnosed multiple myeloma (NDMM) patients in the real world. Methods In this retrospective study, we evaluated the predictive value of cytogenetic abnormal and clinical data in 375 patients with NDMM at our center. Established a weighted MM prognostic scoring system risk model and validated its predicted PFS and OS by external cohort. Results Elevated lactate dehydrogenase levels (1 point), international staging system stage II/III (1 point), 1q21+ ≥ 52.75% (0.5 point), del (17p) ≥ 3.5% (0.5 point), and t (14;16) ≥ 35.25% (1 point) had independent prognostic significance. Patients were further divided into three risk groups: low (I) (score 0-0.5, 16.5%), intermediate (II) (score 1, 46.7%), and high (III) (score 1.5-3, 36.8%). In the training cohort, the 3-year PFS was 79.5% vs. 65.3% vs. 40.3% (p < 0.001), and the 3-year OS was 87.7% vs.70.1% vs. 55% (p < 0.001) for the three risk groups. In the external validation cohort, the 3-year PFS was 85.5% vs.61.2% vs. 43.1% (p < 0.001) and the 3-year OS was 91.4% vs.83.5% vs. 56.9% (p < 0.001) for the three risk groups. Conclusion The risk stratification of this model shows good discrimination and calibration, and its application in clinical practice can improve the risk assessment of patients with NDMM and guide personalized treatment strategies.
Collapse
Affiliation(s)
- Ye Li
- Department of Hematology, Myeloma Research Center of Beijing, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
- Peking University People’s Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematologic Disease, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation for Hematological Diseases, Beijing, China
| | - Junru Liu
- Department of Hematology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Jingjing Deng
- Department of Hematology, Myeloma Research Center of Beijing, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Yuan Jian
- Department of Hematology, Myeloma Research Center of Beijing, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Zhiyao Zhang
- Department of Hematology, Myeloma Research Center of Beijing, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Huixing Zhou
- Department of Hematology, Myeloma Research Center of Beijing, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Juan Li
- Department of Hematology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Wenming Chen
- Department of Hematology, Myeloma Research Center of Beijing, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| |
Collapse
|
25
|
Xu J, Wang J, Chen H, Ye S, Guo H, Liu J, Xue H. Multiple Myeloma and Retroperitoneal Fibrosis: A Rare Association Report and Literature Review. Transplant Proc 2024; 56:1836-1840. [PMID: 39244448 DOI: 10.1016/j.transproceed.2024.08.037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 08/24/2024] [Indexed: 09/09/2024]
Abstract
Multiple myeloma (MM) is a common hematological malignancy. Autologous hematopoietic stem cell transplantation (auto-HSCT) can significantly improve the prognosis of patients with MM, but a variety of complications may occur after transplantation. Retroperitoneal fibrosis (RPF) is a rare cause of obstructive nephropathy. Because there are no specific symptoms at the time of onset and the course of the disease is often insidious, special laboratory and instrumental examination methods are usually needed to confirm the diagnosis. This article describes the clinical case of a 50-year-old female patient diagnosed with multiple myeloma. She developed postoperative acute kidney injury (AKI) more than 20 days after transplantation and was subsequently diagnosed with retroperitoneal fibrosis. After multidisciplinary collaboration, early transurethral vesicoureteral stent placement was performed, the obstruction was relieved, and her renal function returned to normal. Reports of retroperitoneal fibrosis after multiple myeloma transplantation are relatively rare. This case report advances our understanding of these 2 diseases, and the correlation between MM and RPF warrants further exploration.
Collapse
Affiliation(s)
- Jianmei Xu
- Department of Hematology, Affiliated Hospital of Hebei University, Baoding, China
| | - Jing Wang
- Department of Hematology, Affiliated Hospital of Hebei University, Baoding, China
| | - Hao Chen
- Department of Electrocardiography, Affiliated Hospital of Hebei University, Baoding, China
| | - Shaojie Ye
- Department of Hematology, Affiliated Hospital of Hebei University, Baoding, China
| | - Huimei Guo
- Department of Hematology, Affiliated Hospital of Hebei University, Baoding, China
| | - Jia Liu
- Department of Hematology, Affiliated Hospital of Hebei University, Baoding, China
| | - Hua Xue
- Department of Hematology, Affiliated Hospital of Hebei University, Baoding, China.
| |
Collapse
|
26
|
Li M, Wu H, Shou C, Peng Y, Song X, Ying W, Chen Y, Tong X. Optimal cut-off values and diagnostic significance of clinical laboratory indicators in newly diagnosed multiple myeloma. Discov Oncol 2024; 15:477. [PMID: 39331239 PMCID: PMC11436520 DOI: 10.1007/s12672-024-01254-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Accepted: 08/20/2024] [Indexed: 09/28/2024] Open
Abstract
OBJECTIVE This study aims to identify clinical laboratory parameters for the diagnosis of newly diagnosed multiple myeloma (NDMM), establish optimal cutoffs for early screening, and develop a diagnostic model for precise diagnosis. METHODS The study conducted a retrospective analysis of 279 NDMM patients and 553 healthy subjects at Zhejiang Province People's Hospital between January 2008 and June 2023. Multifactor LR was employed to explore clinical laboratory indicators with diagnostic value for NDMM, determine optimal cutoff values and contract a diagnostic model. The diagnostic efficacy and clinical utility were evaluated using receiver operating characteristic curves (ROC), sensitivity, specificity, and other indicators. RESULTS Multifactor analysis revealed that hemoglobin (Hb), albumin (Alb), and platelet distribution width (PDW) were significant diagnostic factors for NDMM. Optimal cutoff values for Hb, Alb, and PDW in MM diagnosis were determined, and the results showed a significant increase in the probability of NDMM diagnosis when Alb was below 39.3 g/L, Hb was below 11.6 g/dL, and PDW was below 14.1 fL. The diagnostic model constructed from the development cohort demonstrated a high area under the ROC curve of 0.960 (95% CI 0.942-0.978) and exhibited good sensitivity (0.860), specificity (0.957). The area under the curve (AUC) value of the diagnostic model in the external validation cohort was 0.979, confirming its good diagnostic efficacy and generalization. CONCLUSIONS The optimal cutoff values for Hb, Alb, and PDW and the diagnostic model designed in the study provided good accuracy and sensitivity for the initial screening and diagnosis of NDMM.
Collapse
Affiliation(s)
- Manning Li
- Graduate School of Clinical Medicine, Jinzhou Medical University, 40 Songpo Road, Jinzhou, 121001, Liaoning, China
- Cancer Center, Department of Hematology, Affiliated People's Hospital, Zhejiang Provincial People's Hospital, Hangzhou Medical College, 158 Shangtang Road, Hangzhou, 310014, Zhejiang, People's Republic of China
| | - Han Wu
- Graduate School of Clinical Medicine, Jinzhou Medical University, 40 Songpo Road, Jinzhou, 121001, Liaoning, China
- Cancer Center, Department of Hematology, Affiliated People's Hospital, Zhejiang Provincial People's Hospital, Hangzhou Medical College, 158 Shangtang Road, Hangzhou, 310014, Zhejiang, People's Republic of China
| | - Chunyi Shou
- Cancer Center, Department of Hematology, Affiliated People's Hospital, Zhejiang Provincial People's Hospital, Hangzhou Medical College, 158 Shangtang Road, Hangzhou, 310014, Zhejiang, People's Republic of China
| | - Ye Peng
- Cancer Center, Department of Hematology, Affiliated People's Hospital, Zhejiang Provincial People's Hospital, Hangzhou Medical College, 158 Shangtang Road, Hangzhou, 310014, Zhejiang, People's Republic of China
| | - Xiaolu Song
- Cancer Center, Department of Hematology, Affiliated People's Hospital, Zhejiang Provincial People's Hospital, Hangzhou Medical College, 158 Shangtang Road, Hangzhou, 310014, Zhejiang, People's Republic of China
| | - Wang Ying
- Department of Central Laboratory, Affiliated Hangzhou First People's Hospital, Xihu University, 261 Huansha Road, Hangzhou, 310006, Zhejiang, People's Republic of China.
| | - Yirui Chen
- Cancer Center, Department of Hematology, Affiliated People's Hospital, Zhejiang Provincial People's Hospital, Hangzhou Medical College, 158 Shangtang Road, Hangzhou, 310014, Zhejiang, People's Republic of China.
| | - Xiangmin Tong
- Cancer Center, Department of Hematology, Affiliated People's Hospital, Zhejiang Provincial People's Hospital, Hangzhou Medical College, 158 Shangtang Road, Hangzhou, 310014, Zhejiang, People's Republic of China.
- Department of Hematology, Affiliated Hangzhou First People's Hospital, Xihu University, 261 Huansha Road, Hangzhou, 310006, Zhejiang, People's Republic of China.
| |
Collapse
|
27
|
Hsu TL, Tsai CK, Liu CY, Yeh CM, Lin FL, Hsiao LT, Liu YC, Chien SH, Wang HY, Ko PS, Lin TA, Chen WC, Chen PM, Liu JH, Gau JP, Liu CJ. Risk factors of early disease progression and decreased survival for multiple myeloma patients after upfront autologous stem cell transplantation. Ann Hematol 2024; 103:2893-2904. [PMID: 38472362 PMCID: PMC11283432 DOI: 10.1007/s00277-024-05641-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 01/19/2024] [Indexed: 03/14/2024]
Abstract
Multiple myeloma (MM) stands as the second most prevalent hematological malignancy, constituting approximately 10% of all hematological malignancies. Current guidelines recommend upfront autologous stem cell transplantation (ASCT) for transplant-eligible MM patients. This study seeks to delineate factors influencing post-ASCT outcomes in MM patients. Our cohort comprised 150 MM patients from Taipei Veterans General Hospital, with progression-free survival (PFS) as the primary endpoint and overall survival (OS) as the secondary endpoint. A Cox proportional hazards model was employed to discern potential predictive factors for survival. ASCT age ≥ 65 (hazard ratio [HR] 1.94, 95% confidence interval [CI] 1.08-3.47) and the presence of extramedullary disease (HR 2.53, 95% CI 1.53-4.19) negatively impacted PFS. Conversely, treatment response ≥ VGPR before ASCT (HR 0.52, 95% CI 0.31-0.87) and total CD34+ cells collected ≥ 4 × 106 cells/kg on the first stem cell harvesting (HR 0.52, 95% CI 0.32-0.87) were positively associated with PFS. For OS, patients with ISS stage III (HR 2.06, 95% CI 1.05-4.04), the presence of extramedullary disease (HR 3.92, 95% CI 2.03-7.58), light chain ratio ≥ 100 before ASCT (HR 7.08, 95% CI 1.45-34.59), post-ASCT cytomegalovirus infection (HR 9.43, 95% CI 3.09-28.84), and a lower conditioning melphalan dose (< 140 mg/m2; HR 2.75, 95% CI 1.23-6.17) experienced shorter OS. In contrast, post-ASCT day + 15 absolute monocyte counts (D15 AMC) > 500/µl (HR 0.36, 95% CI 0.17-0.79) and post-ASCT day + 15 platelet counts (D15 PLT) > 80,000/µl (HR 0.48, 95% CI 0.24-0.94) were correlated with improved OS. Significantly, early PLT and AMC recovery on day + 15 predicting longer OS represents a novel finding not previously reported. Other factors also align with previous studies. Our study provides real-world insights for post-ASCT outcome prediction beyond clinical trials.
Collapse
Affiliation(s)
- Te-Lin Hsu
- Division of Hematology, Department of Medicine, Taipei Veterans General Hospital, No. 201 Shipai Road, Sec. 2, Taipei, 11217, Taiwan
- Division of Holistic and Multidisciplinary Medicine, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Chun-Kuang Tsai
- Division of Hematology, Department of Medicine, Taipei Veterans General Hospital, No. 201 Shipai Road, Sec. 2, Taipei, 11217, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Chun-Yu Liu
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Division of Transfusion Medicine, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Chiu-Mei Yeh
- Division of Hematology, Department of Medicine, Taipei Veterans General Hospital, No. 201 Shipai Road, Sec. 2, Taipei, 11217, Taiwan
- Institute of Public Health, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Fen-Lan Lin
- Division of Transfusion Medicine, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Liang-Tsai Hsiao
- Division of Hematology, Department of Medicine, Taipei Veterans General Hospital, No. 201 Shipai Road, Sec. 2, Taipei, 11217, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Yao-Chung Liu
- Division of Hematology, Department of Medicine, Taipei Veterans General Hospital, No. 201 Shipai Road, Sec. 2, Taipei, 11217, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Sheng-Hsuan Chien
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Division of Transfusion Medicine, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Hao-Yuan Wang
- Division of Hematology, Department of Medicine, Taipei Veterans General Hospital, No. 201 Shipai Road, Sec. 2, Taipei, 11217, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Po-Shen Ko
- Division of Hematology, Department of Medicine, Taipei Veterans General Hospital, No. 201 Shipai Road, Sec. 2, Taipei, 11217, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Ting-An Lin
- Division of Hematology, Department of Medicine, Taipei Veterans General Hospital, No. 201 Shipai Road, Sec. 2, Taipei, 11217, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Wen-Chun Chen
- Division of Hematology, Department of Medicine, Taipei Veterans General Hospital, No. 201 Shipai Road, Sec. 2, Taipei, 11217, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Po-Min Chen
- Division of Hematology, Department of Medicine, Taipei Veterans General Hospital, No. 201 Shipai Road, Sec. 2, Taipei, 11217, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Jin-Hwang Liu
- Section of Hematology and Oncology, Department of Internal Medicine, Cheng Hsin General Hospital, Taipei, Taiwan
- Institute of Biopharmaceutical Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Chong Hin Loon Memorial Cancer and Biotherapy Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Jyh-Pyng Gau
- Division of Hematology, Department of Medicine, Taipei Veterans General Hospital, No. 201 Shipai Road, Sec. 2, Taipei, 11217, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Chia-Jen Liu
- Division of Hematology, Department of Medicine, Taipei Veterans General Hospital, No. 201 Shipai Road, Sec. 2, Taipei, 11217, Taiwan.
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
- Division of Transfusion Medicine, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.
- Institute of Emergency and Critical Care Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
| |
Collapse
|
28
|
Jones JB, Lopez-Hisijos N, Berkman RA, Kelley JT. AL amyloidosis manifesting as a vertebral amyloidoma secondary to an unrecognized plasmacytoma expressing cyclin D1 case report. Int J Surg Case Rep 2024; 121:110000. [PMID: 38968847 PMCID: PMC11283132 DOI: 10.1016/j.ijscr.2024.110000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Revised: 06/27/2024] [Accepted: 07/02/2024] [Indexed: 07/07/2024] Open
Abstract
INTRODUCTION Immunoglobin-related (AL) amyloidosis is the production of amyloidogenic immunoglobulin light chains from clonal plasma cells or, rarely, B-cell lymphomas with plasmacytic differentiation. Amyloid deposition causes progressive end organ destruction with profound morbidity. PRESENTATION OF CASE We present a rare case of a lambda light chain AL amyloidoma localized to a thoracic vertebra of an 87-year-old woman who had a remote history of an unspecified non-Hodgkin B-cell lymphoma (NHL). Our patient presented with upper extremity neuropathy and was found by MRI to have a malignant-appearing lesion throughout the T1 vertebra. Initial biopsy showed amyloid deposition and staging evaluation found localized disease. Prior to planned surgery and radiation the following year, she had worsening neuropathy including multiple falls. Repeat MRI confirmed lesion progression with concern for cord compression. Urgent surgical resection was performed. Histology showed numerous plasma cells with abundant amyloid deposition that was found by amyloid typing to be lambda light chain. An incidental B-cell rich lymphoid aggregate was also seen in a bone marrow fragment that required additional immunohistochemical evaluation, showing the aggregate to be benign while revealing the plasma cells to be positive for cyclin D1. She received localized radiation and has been asymptomatic. DISCUSSION Amyloidosis and plasma cell neoplasms require appropriate staging evaluation. The cyclin D1-positive plasma cells raises the possibility of the t(11;14)/IGH::CCND1 translocation that portends better prognosis and therapeutic response with venetoclax. CONCLUSION Amyloidomas are uncommon and may present in nearly any site, requiring a high index of clinical suspicion for proper diagnosis.
Collapse
Affiliation(s)
- Jeremy B Jones
- Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, TN, United States of America
| | - Nicolas Lopez-Hisijos
- Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, TN, United States of America
| | - Richard A Berkman
- Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN, United States of America
| | - Justin T Kelley
- Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, TN, United States of America.
| |
Collapse
|
29
|
Rees MJ, Kumar S. High-risk multiple myeloma: Redefining genetic, clinical, and functional high-risk disease in the era of molecular medicine and immunotherapy. Am J Hematol 2024; 99:1560-1575. [PMID: 38613829 DOI: 10.1002/ajh.27327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 03/22/2024] [Accepted: 04/02/2024] [Indexed: 04/15/2024]
Abstract
Multiple myeloma (MM) exhibits significant heterogeneity in its presentation, genetics, and treatment response. Despite therapeutic advances, some patients continue to relapse early (ER, <18-months) and rapidly cycle through therapies. Myriad prognostic factors have been identified and incorporated into risk stratification models; however, these produce discordant, often three-tiered outputs that fail to identify many patients destined for ER. Treatment strategies are increasingly focused on disease biology and trials enriched for high-risk (HR)MM, but consensus on the minimum required testing and a succinct, specific, and clinically meaningful definition for HRMM remains elusive. We review the risk-factors, definitions, and future directions for HRMM.
Collapse
Affiliation(s)
- Matthew J Rees
- Division of Hematology, Mayo Clinic, Rochester, Minnesota, USA
| | - Shaji Kumar
- Division of Hematology, Mayo Clinic, Rochester, Minnesota, USA
| |
Collapse
|
30
|
Chari A, Kaufman JL, Laubach J, Sborov DW, Reeves B, Rodriguez C, Silbermann R, Costa LJ, Anderson LD, Nathwani N, Shah N, Bumma N, Holstein SA, Costello C, Jakubowiak A, Wildes TM, Orlowski RZ, Shain KH, Cowan AJ, Pei H, Cortoos A, Patel S, Lin TS, Voorhees PM, Usmani SZ, Richardson PG. Daratumumab in transplant-eligible patients with newly diagnosed multiple myeloma: final analysis of clinically relevant subgroups in GRIFFIN. Blood Cancer J 2024; 14:107. [PMID: 38977707 PMCID: PMC11231363 DOI: 10.1038/s41408-024-01088-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 06/11/2024] [Accepted: 06/17/2024] [Indexed: 07/10/2024] Open
Abstract
The randomized, phase 2 GRIFFIN study (NCT02874742) evaluated daratumumab plus lenalidomide/bortezomib/dexamethasone (D-RVd) in transplant-eligible newly diagnosed multiple myeloma (NDMM). We present final post hoc analyses (median follow-up, 49.6 months) of clinically relevant subgroups, including patients with high-risk cytogenetic abnormalities (HRCAs) per revised definition (del[17p], t[4;14], t[14;16], t[14;20], and/or gain/amp[1q21]). Patients received 4 induction cycles (D-RVd/RVd), high-dose therapy/transplant, 2 consolidation cycles (D-RVd/RVd), and lenalidomide±daratumumab maintenance (≤ 2 years). Minimal residual disease-negativity (10-5) rates were higher for D-RVd versus RVd in patients ≥ 65 years (67.9% vs 17.9%), with HRCAs (54.8% vs 32.4%), and with gain/amp(1q21) (61.8% vs 28.6%). D-RVd showed a trend toward improved progression-free survival versus RVd (hazard ratio [95% confidence interval]) in patients ≥ 65 years (0.29 [0.06-1.48]), with HRCAs (0.38 [0.14-1.01]), and with gain/amp(1q21) (0.42 [0.14-1.27]). In the functional high-risk subgroup (not MRD negative at the end of consolidation), the hazard ratio was 0.82 (0.35-1.89). Among patients ≥ 65 years, grade 3/4 treatment-emergent adverse event (TEAE) rates were higher for D-RVd versus RVd (88.9% vs 77.8%), as were TEAEs leading to discontinuation of ≥ 1 treatment component (37.0% vs 25.9%). One D-RVd patient died due to an unrelated TEAE. These results support the addition of daratumumab to RVd in transplant-eligible patients with high-risk NDMM. Video Abstract.
Collapse
Affiliation(s)
- Ajai Chari
- Icahn School of Medicine at Mount Sinai, New York, NY, USA.
| | | | - Jacob Laubach
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Douglas W Sborov
- Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Brandi Reeves
- University of North Carolina-Department of Medicine-Chapel Hill, Chapel Hill, NC, USA
| | | | - Rebecca Silbermann
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | | | - Larry D Anderson
- Myeloma, Waldenstrӧm's and Amyloidosis Program, Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX, USA
| | - Nitya Nathwani
- Judy and Bernard Briskin Center for Multiple Myeloma Research, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Nina Shah
- University of California San Francisco, San Francisco, CA, USA
| | - Naresh Bumma
- Division of Hematology, The Ohio State University Comprehensive Cancer Center, Columbus, OH, USA
| | - Sarah A Holstein
- Division of Oncology and Hematology, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE, USA
| | - Caitlin Costello
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | | | - Tanya M Wildes
- Division of Oncology and Hematology, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE, USA
| | - Robert Z Orlowski
- Department of Lymphoma/Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kenneth H Shain
- Department of Malignant Hematology, H. Lee Moffitt Cancer Center, Tampa, FL, USA
| | - Andrew J Cowan
- Clinical Research Division, Fred Hutch Cancer Center, Seattle, WA, USA
| | - Huiling Pei
- Janssen Research & Development, LLC, Titusville, NJ, USA
| | | | | | - Thomas S Lin
- Janssen Scientific Affairs, LLC, Horsham, PA, USA
| | - Peter M Voorhees
- Levine Cancer Institute, Atrium Health Wake Forest University School of Medicine, Charlotte, NC, USA.
| | - Saad Z Usmani
- Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| | - Paul G Richardson
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| |
Collapse
|
31
|
Hummel M, Hielscher T, Emde-Rajaratnam M, Salwender H, Beck S, Scheid C, Bertsch U, Goldschmidt H, Jauch A, Moreaux J, Seckinger A, Hose D. Quantitative Integrative Survival Prediction in Multiple Myeloma Patients Treated With Bortezomib-Based Induction, High-Dose Therapy and Autologous Stem Cell Transplantation. JCO Precis Oncol 2024; 8:e2300613. [PMID: 38986047 PMCID: PMC11371111 DOI: 10.1200/po.23.00613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 04/13/2024] [Accepted: 04/24/2024] [Indexed: 07/12/2024] Open
Abstract
PURPOSE Given the high heterogeneity in survival for patients with multiple myeloma, it would be clinically useful to quantitatively predict the individual survival instead of attributing patients to two to four risk groups as in current models, for example, revised International Staging System (R-ISS), R2-ISS, or Mayo-2022-score. PATIENTS AND METHODS Our aim was to develop a quantitative prediction tool for individual patient's 3-/5-year overall survival (OS) probability. We integrated established clinical and molecular risk factors into a comprehensive prognostic model and evaluated and validated its risk discrimination capabilities versus R-ISS, R2-ISS, and Mayo-2022-score. RESULTS A nomogram for estimating OS probabilities was built on the basis of a Cox regression model. It allows one to translate the individual risk profile of a patient into 3-/5-year OS probabilities by attributing points to each prognostic factor and summing up all points. The nomogram was externally validated regarding discrimination and calibration. There was no obvious bias or overfitting of the prognostic index on the validation cohort. Resampling-based and external evaluation showed good calibration. The c-index of the model was similar on the training (0.76) and validation cohort (0.75) and significantly higher than for the R-ISS (P < .001) or R2-ISS (P < .01). CONCLUSION In summary, we developed and validated individual quantitative nomogram-based OS prediction. Continuous risk assessment integrating molecular prognostic factors is superior to R-ISS, R2-ISS, or Mayo-2022-score alone.
Collapse
Affiliation(s)
- Manuela Hummel
- Deutsches Krebsforschungszentrum, Abteilung für Biostatistik, Heidelberg, Germany
| | - Thomas Hielscher
- Deutsches Krebsforschungszentrum, Abteilung für Biostatistik, Heidelberg, Germany
| | - Martina Emde-Rajaratnam
- Department of Hematology and Immunology, Myeloma Center Brussels & Labor für Myelomforschung, Vrije Universiteit Brussel (VUB), Jette, Belgium
| | - Hans Salwender
- Asklepios Tumorzentrum Hamburg, AK Altona and St Georg, Hamburg, Germany
| | - Susanne Beck
- Department of Hematology and Immunology, Myeloma Center Brussels & Labor für Myelomforschung, Vrije Universiteit Brussel (VUB), Jette, Belgium
- Universitätsklinikum Heidelberg, Molekularpathologisches Zentrum, Heidelberg, Germany
| | - Christof Scheid
- Department I of Internal Medicine, University of Cologne, Cologne, Germany
| | - Uta Bertsch
- Universitätsklinikum Heidelberg, Medizinische Klinik V, Heidelberg, Germany
| | - Hartmut Goldschmidt
- Universitätsklinikum Heidelberg, Medizinische Klinik V, Heidelberg, Germany
- Nationales Centrum für Tumorerkrankungen, Heidelberg, Germany
| | - Anna Jauch
- Universität Heidelberg, Institut für Humangenetik, Heidelberg, Germany
| | - Jérôme Moreaux
- Institute of Human Genetics, UMR 9002 CNRS-UM, Montpellier, France
| | - Anja Seckinger
- Department of Hematology and Immunology, Myeloma Center Brussels & Labor für Myelomforschung, Vrije Universiteit Brussel (VUB), Jette, Belgium
| | - Dirk Hose
- Department of Hematology and Immunology, Myeloma Center Brussels & Labor für Myelomforschung, Vrije Universiteit Brussel (VUB), Jette, Belgium
| |
Collapse
|
32
|
Martino EA, Palmieri S, Galli M, Derudas D, Mina R, Della Pepa R, Zambello R, Vigna E, Bruzzese A, Mangiacavalli S, Zamagni E, Califano C, Musso M, Conticello C, Cerchione C, Mele G, Di Renzo N, Offidani M, Tarantini G, Casaluci GM, Rago A, Ria R, Uccello G, Barilà G, Palumbo G, Pettine L, Vincelli ID, Brunori M, Accardi F, Amico V, Amendola A, Fontana R, Bongarzoni V, Rossini B, Cotzia E, Gozzetti A, Rizzi R, Sgherza N, Reddiconto G, Maroccia A, Franceschini L, Bertuglia G, Nappi D, Barbieri E, Gamberi B, Petrucci MT, Di Raimondo F, Neri A, Morabito F, Musto P, Gentile M. Elotuzumab plus pomalidomide and dexamethasone in relapsed/refractory multiple myeloma: Extended follow-up of a multicenter, retrospective real-world experience with 321 cases outside of controlled clinical trials. Hematol Oncol 2024; 42:e3290. [PMID: 38818978 DOI: 10.1002/hon.3290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Revised: 05/15/2024] [Accepted: 05/18/2024] [Indexed: 06/01/2024]
Abstract
The ELOQUENT-3 trial demonstrated the superiority of the combination of elotuzumab, pomalidomide, and dexamethasone (EloPd) in terms of efficacy and safety, compared to Pd in relapsed/refractory multiple myeloma (RRMM), who had received at least two prior therapies, including lenalidomide and a proteasome inhibitor. The present study is an 18-month follow-up update of a previously published Italian real-life RRMM cohort of patients treated with EloPd. This revised analysis entered 319 RRMM patients accrued in 41 Italian centers. After a median follow-up of 17.7 months, 213 patients (66.4%) experienced disease progression or died. Median progression-free survival (PFS) and overall survival (OS) were 7.5 and 19.2 months, respectively. The updated multivariate analysis showed a significant reduction of PFS benefit magnitude both in advanced International Staging System (ISS) (II and III) stages and previous exposure to daratumumab cases. Instead, advanced ISS (II and III) stages and more than 2 previous lines of therapy maintained an independent prognostic impact on OS. Major adverse events included grade three-fourths neutropenia (24.9%), anemia (13.4%), lymphocytopenia (15.5%), and thrombocytopenia (10.7%), while infection rates and pneumonia were 19.3% and 8.7%, respectively. A slight increase in the incidence of neutropenia and lymphocytopenia was registered with longer follow-up. In conclusion, our real-world study still confirms that EloPd is a safe and possible therapeutic choice for RRMM. Nevertheless, novel strategies are desirable for those patients exposed to daratumumab.
Collapse
MESH Headings
- Humans
- Multiple Myeloma/drug therapy
- Multiple Myeloma/mortality
- Multiple Myeloma/pathology
- Male
- Female
- Dexamethasone/administration & dosage
- Dexamethasone/adverse effects
- Dexamethasone/therapeutic use
- Antibodies, Monoclonal, Humanized/administration & dosage
- Antibodies, Monoclonal, Humanized/therapeutic use
- Antibodies, Monoclonal, Humanized/adverse effects
- Aged
- Antineoplastic Combined Chemotherapy Protocols/therapeutic use
- Antineoplastic Combined Chemotherapy Protocols/adverse effects
- Middle Aged
- Thalidomide/analogs & derivatives
- Thalidomide/administration & dosage
- Thalidomide/adverse effects
- Thalidomide/therapeutic use
- Retrospective Studies
- Follow-Up Studies
- Aged, 80 and over
- Adult
- Neoplasm Recurrence, Local/drug therapy
- Neoplasm Recurrence, Local/pathology
- Drug Resistance, Neoplasm
- Survival Rate
Collapse
Affiliation(s)
- Enrica Antonia Martino
- Department of Onco-hematology, Hematology Unit, Azienda Ospedaliera Annunziata, Cosenza, Italy
| | | | - Monica Galli
- Hematology and Bone Marrow Transplant Unit, ASST Papa Giovanni, Bergamo, Italy
| | | | - Roberto Mina
- Division of Hematology, AOU Città della Salute e della Scienza di Torino, University of Torino, Torino, Italy
| | - Roberta Della Pepa
- Department of Clinical Medicine and Surgery, Hematology Unit, University of Naples "Federico II", Naples, Italy
| | - Renato Zambello
- Department of Medicine, University of Padova, Hematology Unit, Padova, Italy
- Veneto Institute of Molecular Medicine, Padova, Italy
| | - Ernesto Vigna
- Department of Onco-hematology, Hematology Unit, Azienda Ospedaliera Annunziata, Cosenza, Italy
| | - Antonella Bruzzese
- Department of Onco-hematology, Hematology Unit, Azienda Ospedaliera Annunziata, Cosenza, Italy
| | | | - Elena Zamagni
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli", Bologna, Italy
- Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy
| | | | - Maurizio Musso
- Department of Oncology, Onco-Hematology Unit and TMO U.O.C., Palermo, Italy
| | - Concetta Conticello
- Division of Hematology, Azienda Policlinico-S. Marco, University of Catania, Catania, Italy
| | - Claudio Cerchione
- Hematology Unit, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Giuseppe Mele
- Department of Hematology, Hospital Perrino, Brindisi, Italy
| | | | | | | | - Gloria Margiotta Casaluci
- Division of Hematology, Department of Translational Medicine, University of Eastern Piedmont, Novara, Italy
| | | | - Roberto Ria
- Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), University of Bari Aldo Moro Medical School, Internal Medicine "G. Baccelli"; CITEL, Bari, Italy
- Interdepartmental Centre for Research in Telemedicine, University of Bari Aldo Moro, Bari, Italy
| | | | | | - Gaetano Palumbo
- Department of Hematology, Hospital University Riuniti, Foggia, Italy
| | - Loredana Pettine
- Hematology Unit, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milano, Italy
| | - Iolanda Donatella Vincelli
- Department of Hemato-Oncology and Radiotherapy, Hematology Unit, Great Metropolitan Hospital "Bianchi-Melacrino-Morelli", Reggio Calabria, Italy
| | | | - Fabrizio Accardi
- Department of Hematology I, Azienda Ospedaliera Ospedali Riuniti Villa Sofia-Cervello, Palermo, Italy
| | | | - Angela Amendola
- Hematology Unit, Azienda Ospedaliera Regionale "San Carlo", Potenza, Italy
| | - Raffaele Fontana
- Hematology and Transplant Center, University Hospital "San Giovanni di Dio e Ruggi d'Aragona", Salerno, Italy
| | - Velia Bongarzoni
- Department of Hematology, San Giovanni-Addolorata Hospital, Rome, Italy
| | - Bernardo Rossini
- Hematology and Cell Therapy Unit, IRCCS Istituto Tumori "Giovanni Paolo II" Bari, Bari, Italy
| | - Emilia Cotzia
- Section of Hematology- Ospedale E. Muscatello-Augusta, Siracusa, Italy
| | - Alessandro Gozzetti
- Hematology, Azienda Ospedaliera Universitaria Senese, University of Siena, Siena, Italy
| | - Rita Rizzi
- Unit of Hematology and Stem Cell Transplantation, AOUC Policlinico Bari, Bari, Italy
- Department of Precision and Regenerative Medicine and Ionian Area, "Aldo Moro" University School of Medicine, Bari, Italy
| | - Nicola Sgherza
- Unit of Hematology and Stem Cell Transplantation, AOUC Policlinico Bari, Bari, Italy
| | | | - Antonio Maroccia
- Hematology Unit - Ospedale dell'Angelo Azienda ULSS n.3 Serenissima, Venezia Mestre, Italy
| | - Luca Franceschini
- Lymphoproliferative Diseases Unit, Tor Vergata University Hospital, Rome, Italy
| | - Giuseppe Bertuglia
- Dipartimento di Oncologia ed Ematologia SC Ematologia 1 A.O. Citta' della Salute e della Scienza di Torino P.O. Molinette, Torino, Italy
| | - Davide Nappi
- Hematology Unit, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Emiliano Barbieri
- Clinical and Experimental Medicine PhD Program, University of Modena and Reggio Emilia, Modena, Italy
| | - Barbara Gamberi
- Clinical and Experimental Medicine PhD Program, University of Modena and Reggio Emilia, Modena, Italy
| | - Maria Teresa Petrucci
- Department of Translational and Precision Medicine, Hematology Azienda Policlinico Umberto I Sapienza University of Rome, Rome, Italy
| | - Francesco Di Raimondo
- Division of Hematology, Azienda Policlinico-S. Marco, University of Catania, Catania, Italy
| | - Antonino Neri
- Scientific Directorate, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | | | - Pellegrino Musto
- Unit of Hematology and Stem Cell Transplantation, AOUC Policlinico Bari, Bari, Italy
- Department of Precision and Regenerative Medicine and Ionian Area, "Aldo Moro" University School of Medicine, Bari, Italy
| | - Massimo Gentile
- Department of Onco-hematology, Hematology Unit, Azienda Ospedaliera Annunziata, Cosenza, Italy
- Department of Pharmacy, Health and Nutritional Science, University of Calabria, Rende, Italy
| |
Collapse
|
33
|
Seckinger A, Salwender H, Martin H, Scheid C, Hielscher T, Bertsch U, Hummel M, Jauch A, Knauf W, Emde-Rajaratnam M, Beck S, Neben K, Dührig J, Lindemann W, Schmidt-Wolf IGH, Hänel M, Blau IW, Weisel K, Weinhold N, Raab MS, Goldschmidt H, Choon-Quinones M, Hose D. Molecular Long-Term Analysis of the GMMG-HD4 Trial in Multiple Myeloma-Patterns of Association of Chromosomal Aberrations with Response and Proliferation Determining Survival in Selecting Treatments in View of Limited Resources in Low- and Middle-Income Countries. Int J Mol Sci 2024; 25:6431. [PMID: 38928138 PMCID: PMC11204152 DOI: 10.3390/ijms25126431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Revised: 06/05/2024] [Accepted: 06/07/2024] [Indexed: 06/28/2024] Open
Abstract
Based on the lack of differences in progression-free and overall survival after a median follow-up of 93 months in our HOVON-65/GMMG-HD4 trial (German part; n = 395) randomizing VAD induction (vincristin/adriamycin/dexamthasone)/tandem-transplantation/thalidomide-maintenance vs. PAD induction (bortezomib/adriamycin/dexamethasone)/tandem transplantation/bortezomib maintenance, we discern how chromosomal aberrations determine long-term prognosis by different patterns of association with proliferation and treatment-dependent response, whether responses achieved by different regimens are equal regarding prognosis, and whether subpopulations of patients could be defined as treatable without upfront "novel agents" in cases of limited resources, e.g., in low- or middle-income countries. Serum parameters and risk factors were assessed in 395 patients. CD138-purified plasma cells were subjected to fluorescence in situ hybridization (n = 354) and gene expression profiling (n = 204). We found chromosomal aberrations to be associated in four patterns with survival, proliferation, and response: deletion (del) del17p13, del8p21, del13q14, (gain) 1q21+, and translocation t(4;14) (all adverse) associate with higher proliferation. Of these, del17p is associated with an adverse response (pattern 1), and 1q21+, t(4;14), and del13q14 with a treatment-dependent better response (pattern 2). Hyperdiploidy associates with lower proliferation without impacting response or survival (pattern 3). Translocation t(11;14) has no association with survival but a treatment-dependent adverse response (pattern 4). Significantly fewer patients reach a near-complete response or better with "conventional" (VAD) vs. bortezomib-based treatment after induction or high-dose melphalan. These patients, however, show significantly better median progression-free and overall survival. Molecularly, patients responding to the two regimens differ in gene expression, indicating distinct biological properties of the responding myeloma cells. Patients with normal renal function (89.4%), low cytogenetic risk (72.5%), or low proliferation rate (37.9%) neither benefit in progression-free nor overall survival from bortezomib-based upfront treatment. We conclude that response level, the treatment by which it is achieved, and molecular background determine long-term prognosis. Chromosomal aberrations are associated in four patterns with proliferation and treatment-dependent responses. Associations with faster and deeper responses can be deceptive in the case of prognostically adverse aberrations 1q21+ and t(4;14). Far from advocating a return to "outdated" treatments, if resources do not permit state-of-the-art-treatment, normal renal function and/or molecular profiling identifies patient subpopulations doing well without upfront "novel agents".
Collapse
Affiliation(s)
- Anja Seckinger
- Department of Hematology and Immunology, Myeloma Center Brussels & Labor für Myelomforschung, Vrije Universiteit Brussel (VUB), 1090 Jette, Belgium
- Independent Myeloma Alliance, 8808 Pfäffikon, SZ, Switzerland
| | - Hans Salwender
- Department of Internal Medicine II, Asklepios Klinik Altona, 22763 Hamburg, Germany
| | - Hans Martin
- Department of Medicine, Hematology/Oncology, Goethe-University of Frankfurt, 60590 Frankfurt, Germany
| | - Christof Scheid
- Department I of Internal Medicine, University of Cologne, 50923 Köln, Germany
| | - Thomas Hielscher
- Abteilung für Biostatistik, Deutsches Krebsforschungszentrum, 69120 Heidelberg, Germany
| | - Uta Bertsch
- Medizinische Klinik V, Universitätsklinikum Heidelberg, 69120 Heidelberg, Germany
| | - Manuela Hummel
- Abteilung für Biostatistik, Deutsches Krebsforschungszentrum, 69120 Heidelberg, Germany
| | - Anna Jauch
- Institut für Humangenetik, Universität Heidelberg, 69120 Heidelberg, Germany
| | - Wolfgang Knauf
- Onkologische Gemeinschaftspraxis, Agaplesion Bethanien Krankenhaus, 60389 Frankfurt, Germany
| | - Martina Emde-Rajaratnam
- Department of Hematology and Immunology, Myeloma Center Brussels & Labor für Myelomforschung, Vrije Universiteit Brussel (VUB), 1090 Jette, Belgium
| | - Susanne Beck
- Department of Hematology and Immunology, Myeloma Center Brussels & Labor für Myelomforschung, Vrije Universiteit Brussel (VUB), 1090 Jette, Belgium
| | - Kai Neben
- Klinikum Mittelbaden, Medizinische Klinik 2, 76530 Baden-Baden, Germany
| | - Jan Dührig
- Katholisches Krankenhaus Hagen, 58099 Hagen, Germany
| | - Walter Lindemann
- Department of Hematology, University Hospital Essen, 45147 Essen, Germany
| | | | - Mathias Hänel
- Department of Internal Medicine III, Klinikum Chemnitz GmbH, 09113 Chemnitz, Germany
| | - Igor W. Blau
- Medical Clinic III Hematology and Oncology, Charité University Medicine Berlin, 13353 Berlin, Germany
| | - Katja Weisel
- Department of Oncology, Hematology and Bone Marrow Transplantation with Section of Pneumology, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Niels Weinhold
- Medizinische Klinik V, Universitätsklinikum Heidelberg, 69120 Heidelberg, Germany
| | - Marc S. Raab
- Medizinische Klinik V, Universitätsklinikum Heidelberg, 69120 Heidelberg, Germany
| | - Hartmut Goldschmidt
- Medizinische Klinik V, Universitätsklinikum Heidelberg, 69120 Heidelberg, Germany
- Nationales Centrum für Tumorerkrankungen, 69120 Heidelberg, Germany
| | | | - Dirk Hose
- Department of Hematology and Immunology, Myeloma Center Brussels & Labor für Myelomforschung, Vrije Universiteit Brussel (VUB), 1090 Jette, Belgium
- Independent Myeloma Alliance, 8808 Pfäffikon, SZ, Switzerland
| |
Collapse
|
34
|
Hammad M, Ashour HM. A new immune-based prognostic scoring system for multiple myeloma. MOLECULAR THERAPY. NUCLEIC ACIDS 2024; 35:102180. [PMID: 38617975 PMCID: PMC11015496 DOI: 10.1016/j.omtn.2024.102180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 04/16/2024]
Affiliation(s)
- Mohamed Hammad
- Developmental and Stem Cell Biology, City of Hope Comprehensive Cancer Center, Duarte, CA 91010, USA
| | - Hossam M. Ashour
- Department of Integrative Biology, College of Arts and Sciences, University of South Florida, St. Petersburg, FL, USA
| |
Collapse
|
35
|
D'Agostino M, Rota-Scalabrini D, Belotti A, Bertamini L, Arigoni M, De Sabbata G, Pietrantuono G, Pascarella A, Tosi P, Pisani F, Pescosta N, Ruggeri M, Rogers J, Olivero M, Garzia M, Galieni P, Annibali O, Monaco F, Liberati AM, Palmieri S, Stefanoni P, Zamagni E, Bruno B, Calogero RA, Boccadoro M, Musto P, Gay F. Additional copies of 1q negatively impact the outcome of multiple myeloma patients and induce transcriptomic deregulation in malignant plasma cells. Blood Cancer J 2024; 14:94. [PMID: 38849344 PMCID: PMC11161499 DOI: 10.1038/s41408-024-01075-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Revised: 05/17/2024] [Accepted: 05/23/2024] [Indexed: 06/09/2024] Open
Abstract
Additional copies of chromosome 1 long arm (1q) are frequently found in multiple myeloma (MM) and predict high-risk disease. Available data suggest a different outcome and biology of patients with amplification (Amp1q, ≥4 copies of 1q) vs. gain (Gain1q, 3 copies of 1q) of 1q. We evaluated the impact of Amp1q/Gain1q on the outcome of newly diagnosed MM patients enrolled in the FORTE trial (NCT02203643). Among 400 patients with available 1q data, 52 (13%) had Amp1q and 129 (32%) Gain1q. After a median follow-up of 62 months, median progression-free survival (PFS) was 21.2 months in the Amp1q group, 54.9 months in Gain1q, and not reached (NR) in Normal 1q. PFS was significantly hampered by the presence of Amp1q (HR 3.34 vs. Normal 1q, P < 0.0001; HR 1.99 vs. Gain1q, P = 0.0008). Patients with Gain1q had also a significantly shorter PFS compared with Normal 1q (HR 1.68, P = 0.0031). Concomitant poor prognostic factors or the failure to achieve MRD negativity predicted a median PFS < 12 months in Amp1q patients. Carfilzomib-lenalidomide-dexamethasone plus autologous stem cell transplantation treatment improved the adverse effect of Gain1q but not Amp1q. Transcriptomic data showed that additional 1q copies were associated with deregulation in apoptosis signaling, p38 MAPK signaling, and Myc-related genes.
Collapse
Affiliation(s)
- Mattia D'Agostino
- Division of Hematology, AOU Città della Salute e della Scienza di Torino, University of Torino and Department of Molecular Biotechnology and Health Sciences, Torino, Italy
| | | | - Angelo Belotti
- Department of Hematology, ASST Spedali Civili di Brescia, Brescia, Italy
| | - Luca Bertamini
- Department of Hematology, Erasmus MC Cancer institute Rotterdam, Rotterdam, the Netherlands
| | - Maddalena Arigoni
- BGcore, Department of Molecular Biotechnology and Health Sciences, University of Torino, Torino, Italy
| | - Giovanni De Sabbata
- Ematologia, Azienda Sanitaria Universitaria Giuliano Isontina, Trieste, Italy
| | - Giuseppe Pietrantuono
- Hematology and Stem Cell Transplantation Unit, IRCCS Centro di Riferimento Oncologico della Basilicata, Rionero in Vulture, Italy
| | | | | | | | - Norbert Pescosta
- Ospedale Provinciale Bolzano, Reparto Ematologia e Centro TMO, Bolzano, Italy
| | - Marina Ruggeri
- Department of Molecular Biotechnology and Health Sciences, University of Torino, Torino, Italy
| | - Jennifer Rogers
- Multiple Myeloma Research Foundation (MMRF), Norwalk, CT, USA
| | | | - Mariagrazia Garzia
- Hematology and Stem Cell Transplant Unit, Az. Osp. San Camillo Forlanini, Rome, Italy
| | - Piero Galieni
- UOC Ematologia e Terapia cellulare, Ospedale C. e G. Mazzoni, Ascoli Piceno, Italy
| | - Ombretta Annibali
- Hematology, stem cell transplantation, Fondazione Policlinico Universitario Campus Bio medico di Roma, Rome, Italy
| | - Federico Monaco
- SCDU Ematologia, Azienda Ospedaliera SS. Antonio e Biagio e Cesare Arrigo, Alessandria, Italy
| | - Anna Marina Liberati
- S.C. di Oncoematologia, AO Santa Maria di Terni/ Università degli studi di Perugia, Terni-Perugia, Italy
| | | | - Paola Stefanoni
- Division of Hematology, ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Elena Zamagni
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli", Dipartimento di Medicina Specialistica, Diagnostica e Sperimentale, Università di Bologna, Bologna, Italy
| | - Benedetto Bruno
- Division of Hematology, AOU Città della Salute e della Scienza di Torino, University of Torino and Department of Molecular Biotechnology and Health Sciences, Torino, Italy
| | - Raffaele Adolfo Calogero
- BGcore, Department of Molecular Biotechnology and Health Sciences, University of Torino, Torino, Italy
| | | | - Pellegrino Musto
- Department of Precision and Regenerative Medicine and Ionian Area, "Aldo Moro" University School of Medicine, Bari, Italy
- Hematology and Stem Cell Transplantation Unit, AOU Consorziale Policlinico, Bari, Italy
| | - Francesca Gay
- Division of Hematology, AOU Città della Salute e della Scienza di Torino, University of Torino and Department of Molecular Biotechnology and Health Sciences, Torino, Italy.
| |
Collapse
|
36
|
Jin X, Li H, Zhang D, Liu S, Song Y, Zhang F, Li Z, Zhuang J. Myc rearrangement redefines the stratification of high-risk multiple myeloma. Cancer Med 2024; 13:e7194. [PMID: 38845529 PMCID: PMC11157166 DOI: 10.1002/cam4.7194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 02/19/2024] [Accepted: 02/26/2024] [Indexed: 06/10/2024] Open
Abstract
BACKGROUND Myc rearrangement (Myc-R) is a controversial factor linked to adverse outcomes in newly diagnosed multiple myeloma (NDMM). AIMS This study aimed to evaluate the impact of Myc-R on the prognosis of NDMM patients and its role in risk stratification compared with traditional high-risk cytogenetic abnormalities (HRCAs). MATERIALS & METHODS A total of 417 NDMM patients enrolled from May 2009 to September 2022 were included. Fluorescence in situ hybridization (FISH) was used to detect Myc-R and other Myc abnormalities (Myc-OA). Median progression-free survival (PFS) and overall survival (OS) were analyzed using Kaplan-Meier methods and log-rank tests. Multivariate Cox regression analysis was used to identify independent risk factors. RESULTS Myc-R was identified in 13.7% of patients, while 14.6% had Myc-OA. Patients with Myc-R had significantly shorter median PFS (15.9 months) and OS (25.1 months) compared with those with Myc-OA (24.5 months PFS; 29.8 months OS) and Myc-negative (Myc-N) status (29.8 months PFS, 29.8 months OS). Myc-R was independently associated with worse PFS and OS compared to Myc-OA. Patients with Myc-R alone had inferior median PFS (15.9 months vs. 28.1 months, p = 0.032) and OS (25.1 months vs. 61.2 months, p = 0.04) compared to those with traditional single HRCA. DISCUSSION The study suggests that traditional single HRCA may not significantly impact survival in NDMM patients. However, incorporating Myc rearrangement or traditional double/triple-hit HRCAs into the risk stratification model improves its predictive value, highlighting the importance of Myc rearrangement in risk assessment. CONCLUSION Myc rearrangement is an independent adverse prognostic factor in NDMM. The incorporation of Myc rearrangement or multiple HRCAs into risk stratification models improves their prognostic value, providing a novel perspective on high-risk factors in NDMM.
Collapse
Affiliation(s)
- Xianghong Jin
- Department of Hematology, Peking Union Medical College HospitalChinese Academy of Medical SciencesBeijingChina
- Department of Rare DiseasesPeking Union Medical College Hospital, Chinese Academy of Medical SciencesBeijingChina
| | - Hui Li
- Department of Hematology, Peking Union Medical College HospitalChinese Academy of Medical SciencesBeijingChina
| | - Dingding Zhang
- Medical Research Center, State Key laboratory of Complex Severe and Rare Diseases, Peking Union Medical College HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Shuangjiao Liu
- Department of Hematology, Peking Union Medical College HospitalChinese Academy of Medical SciencesBeijingChina
| | - Yuhang Song
- Department of Hematology, Peking Union Medical College HospitalChinese Academy of Medical SciencesBeijingChina
| | - Fujing Zhang
- Department of Hematology, Peking Union Medical College HospitalChinese Academy of Medical SciencesBeijingChina
| | - Ziping Li
- Department of Hematology, Peking Union Medical College HospitalChinese Academy of Medical SciencesBeijingChina
| | - Junling Zhuang
- Department of Hematology, Peking Union Medical College HospitalChinese Academy of Medical SciencesBeijingChina
| |
Collapse
|
37
|
Ailawadhi S, Cheng M, Cherepanov D, DerSarkissian M, Stull DM, Hilts A, Chun J, Duh MS, Sanchez L. Comparative effectiveness of lenalidomide/dexamethasone-based triplet regimens for treatment of relapsed and/or refractory multiple myeloma in the United States: An analysis of real-world electronic health records data. Curr Probl Cancer 2024; 50:101078. [PMID: 38547609 DOI: 10.1016/j.currproblcancer.2024.101078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 02/28/2024] [Accepted: 02/29/2024] [Indexed: 06/16/2024]
Abstract
BACKGROUND This retrospective longitudinal study compared the effectiveness of dexamethasone+lenalidomide (Rd)-based triplet regimens containing proteasome inhibitors (PIs) ixazomib (IRd), carfilzomib (KRd), and bortezomib (VRd) or monoclonal antibodies (MABs) elotuzumab (ERd) and daratumumab (DRd) in patients with relapsed/refractory multiple myeloma (RRMM)-including those with high cytogenetic risk-primarily treated at community oncology clinics in the United States. METHODS Electronic health records of adult RRMM patients in a deidentified real-world database (01/01/2014-09/30/2020) who initiated IRd, KRd, VRd, ERd, or DRd in the second or later line of therapy (LOT) were analyzed. The index date was the date of initiation of each LOT and baseline was the 6-month pre-index period. Duration of therapy (DOT), time to next therapy (TTNT), progression-free survival (PFS), and overall survival (OS) were compared across regimens with multivariable Cox proportional hazards models. RESULTS Of the 1,185 patients contributing 1,332 LOTs, 985 had standard cytogenetic risk (median age, 71 years) and 180 had high risk (median age, 69 years). Compared with other regimens, DRd was associated with longer DOT overall (adjusted hazard ratio [95 % confidence interval]: 1.84 [1.42, 2.38] vs. KRd, 1.65 [1.20, 2.28] vs. ERd, 1.58 [1.23, 2.04] vs. IRd, and 1.54 [1.18, 2.00] vs. VRd), and longer TTNT and PFS. KRd was associated with shorter OS compared with DRd (1.45 [1.01, 2.08]) and VRd (1.32 [1.01, 1.73]). High-risk patients had similar outcomes with all triplet regimens. CONCLUSION Although DRd improved clinical outcomes overall, Rd-based triplet regimens containing a PI or MAB are similarly effective in high-risk RRMM.
Collapse
Affiliation(s)
| | - Mu Cheng
- Analysis Group, Inc., Boston, MA 02199, USA.
| | - Dasha Cherepanov
- Takeda Development Center Americas, Inc., Lexington, MA 02421, USA
| | | | - Dawn Marie Stull
- Takeda Development Center Americas, Inc., Lexington, MA 02421, USA
| | | | | | | | - Larysa Sanchez
- Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| |
Collapse
|
38
|
Rees MJ, D'Agostino M, Leypoldt LB, Kumar S, Weisel KC, Gay F. Navigating High-Risk and Ultrahigh-Risk Multiple Myeloma: Challenges and Emerging Strategies. Am Soc Clin Oncol Educ Book 2024; 44:e433520. [PMID: 38772002 DOI: 10.1200/edbk_433520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/23/2024]
Abstract
Despite significant improvement in the outcomes of patients with newly diagnosed multiple myeloma (NDMM) with novel therapies, there is still an underserved high-risk (HR) population that experiences early disease progression and death. With the median survival crossing 10 years, we defined ultrahigh-risk (uHR)MM as MM leading to death within 24-36 months of diagnosis and HRMM as MM leading to death within 36-60 months. Several features have emerged as markers of uHRMM: the co-occurrence of two or more high-risk cytogenetic abnormalities, extramedullary disease, plasma cell leukemia and a high-risk gene expression profiling signature. The heterogeneous risk definition across trials, the few trials available designed for HR patients, and the small HR subgroups in all-comers trials make it difficult to generate recommendations with high levels of evidence. Nevertheless, regardless of treatment administered, several studies consistently showed that achieving and maintaining measurable residual disease negativity is now considered the main factor able to mitigate the adverse prognosis related to baseline features. For fit patients with HR transplant-eligible (TE) NDMM, quadruplet induction/consolidation treatment with anti-CD38 monoclonal antibodies, immunomodulatory agents, proteasome inhibitors and dexamethasone, and autologous stem-cell transplant and maintenance with, if available, at least a doublet combination could be considered the option of choice. For non-TE NDMM, considering the recent data generated and carefully reviewing those upcoming, quadruplet treatment consisting of anti-CD38 monoclonal antibodies, immunomodulatory agents, proteasome inhibitors, and dexamethasone should also be considered. Future trials integrating BCMA-directed novel generation immunotherapies hold great potential for further advancing the treatment landscape in all NDMM patients with HR disease.
Collapse
Affiliation(s)
| | - Mattia D'Agostino
- Division of Hematology, Department of Molecular Biotechnology and Health Sciences, AOU Città della Salute e della Scienza, University of Torino, Torino, Italy
| | - Lisa B Leypoldt
- University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Shaji Kumar
- Division of Hematology, Mayo Clinic, Rochester, MN
| | - Katja C Weisel
- University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Francesca Gay
- Division of Hematology, Department of Molecular Biotechnology and Health Sciences, AOU Città della Salute e della Scienza, University of Torino, Torino, Italy
| |
Collapse
|
39
|
Zhang R, Zhang D, Luo Y, Sun Y, Duan C, Yang J, Wei J, Li X, Lu Y, Lai X. miR-34a promotes the immunosuppressive function of multiple myeloma-associated macrophages by dampening the TLR-9 signaling. Cancer Med 2024; 13:e7387. [PMID: 38864479 PMCID: PMC11167606 DOI: 10.1002/cam4.7387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 05/07/2024] [Accepted: 05/31/2024] [Indexed: 06/13/2024] Open
Abstract
BACKGROUND Promising outcomes have been observed in multiple myeloma (MM) with the use of immunotherapies, specifically chimeric antigen receptor T (CAR-T) cell therapy. However, a portion of MM patients do not respond to CAR-T therapy, and the reasons for this lack of response remain unclear. The objective of this study was to investigate the impact of miR-34a on the immunosuppressive polarization of macrophages obtained from MM patients. METHODS The levels of miR-34a and TLR9 (Toll-like receptor 9) were examined in macrophages obtained from both healthy individuals and patients with MM. ELISA was employed to investigate the cytokine profiles of the macrophage samples. Co-culture experiments were conducted to evaluate the immunomodulatory impact of MM-associated macrophages on CAR-T cells. RESULTS There was an observed suppressed activation of macrophages and CD4+ T lymphocytes in the blood samples of MM patients. Overexpression of miR-34a in MM-associated macrophages dampened the TLR9 expression and impaired the inflammatory polarization. In both the co-culture system and an animal model, MM-associated macrophages suppressed the activity and tumoricidal effect of CAR-T cells in a miR-34a-dependent manner. CONCLUSION The findings imply that targeting the macrophage miR-34a/TLR9 axis could potentially alleviate the immunosuppression associated with CAR-T therapy in MM patients.
Collapse
Affiliation(s)
- Rui Zhang
- Department of HematologyYunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Peking University Cancer Hospital YunnanNo.519 Kunzhou Road, Xishan DistrictKunmingYunnan ProvinceChina
| | - Disi Zhang
- Department of HematologyYunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Peking University Cancer Hospital YunnanNo.519 Kunzhou Road, Xishan DistrictKunmingYunnan ProvinceChina
| | - Yilan Luo
- Department of HematologyYunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Peking University Cancer Hospital YunnanNo.519 Kunzhou Road, Xishan DistrictKunmingYunnan ProvinceChina
| | - Yunyan Sun
- Department of HematologyYunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Peking University Cancer Hospital YunnanNo.519 Kunzhou Road, Xishan DistrictKunmingYunnan ProvinceChina
| | - Ci Duan
- Department of HematologyYunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Peking University Cancer Hospital YunnanNo.519 Kunzhou Road, Xishan DistrictKunmingYunnan ProvinceChina
| | - Jiapeng Yang
- Department of Thoracic SurgeryYunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Peking University Cancer Hospital YunnanNo.519 Kunzhou Road, Xishan DistrictKunmingYunnan ProvinceChina
| | - Jia Wei
- Department of HematologyYunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Peking University Cancer Hospital YunnanNo.519 Kunzhou Road, Xishan DistrictKunmingYunnan ProvinceChina
| | - Xianshi Li
- Department of HematologyYunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Peking University Cancer Hospital YunnanNo.519 Kunzhou Road, Xishan DistrictKunmingYunnan ProvinceChina
| | - Yanqi Lu
- Department of HematologyYunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Peking University Cancer Hospital YunnanNo.519 Kunzhou Road, Xishan DistrictKunmingYunnan ProvinceChina
| | - Xun Lai
- Department of HematologyYunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Peking University Cancer Hospital YunnanNo.519 Kunzhou Road, Xishan DistrictKunmingYunnan ProvinceChina
| |
Collapse
|
40
|
Liu N, Xie Z, Li H, Wang L. The numerous facets of 1q21 + in multiple myeloma: Pathogenesis, clinicopathological features, prognosis and clinical progress (Review). Oncol Lett 2024; 27:258. [PMID: 38646497 PMCID: PMC11027100 DOI: 10.3892/ol.2024.14391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 03/08/2024] [Indexed: 04/23/2024] Open
Abstract
Multiple myeloma (MM) is a malignant neoplasm characterized by the clonal proliferation of abnormal plasma cells (PCs) in the bone marrow and recurrent cytogenetic abnormalities. The incidence of MM worldwide is on the rise. 1q21+ has been found in ~30-40% of newly diagnosed MM (NDMM) patients.1q21+ is associated with the pathophysiological mechanisms of disease progression and drug resistance in MM. In the present review, the pathogenesis and clinicopathological features of MM patients with 1q21+ were studied, the key data of 1q21+ on the prognosis of MM patients were summarized, and the clinical treatment significance of MM patients with 1q21+ was clarified, in order to provide reference for clinicians to develop treatment strategies targeting 1q21+.
Collapse
Affiliation(s)
- Na Liu
- Department of Hematology, Qilu Hospital of Shandong University, Jinan, Shandong 250012, P.R. China
| | - Zhanzhi Xie
- Sanofi China Investment Co., Ltd. Shanghai Branch, Shanghai 200000, P.R. China
| | - Hao Li
- Department of Hematology, Qilu Hospital of Shandong University, Jinan, Shandong 250012, P.R. China
| | - Luqun Wang
- Department of Hematology, Qilu Hospital of Shandong University, Jinan, Shandong 250012, P.R. China
| |
Collapse
|
41
|
Bogun L, Koch A, Scherer B, Fenk R, Maus U, Bormann F, Köhrer K, Petzsch P, Wachtmeister T, Zukovs R, Dietrich S, Haas R, Schroeder T, Jäger P, Geyh S. Stromal alterations in patients with monoclonal gammopathy of undetermined significance, smoldering myeloma, and multiple myeloma. Blood Adv 2024; 8:2575-2588. [PMID: 38241490 PMCID: PMC11145751 DOI: 10.1182/bloodadvances.2023011632] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 12/27/2023] [Accepted: 01/09/2024] [Indexed: 01/21/2024] Open
Abstract
ABSTRACT The hallmark of multiple myeloma (MM) is a clonal plasma cell infiltration in the bone marrow accompanied by myelosuppression and osteolysis. Premalignant stages such as monoclonal gammopathy of undetermined significance (MGUS) and asymptomatic stages such as smoldering myeloma (SMM) can progress to MM. Mesenchymal stromal cells (MSCs) are an integral component of the bone marrow microenvironment and play an important role in osteoblast differentiation and hematopoietic support. Although stromal alterations have been reported in MM contributing to hematopoietic insufficiency and osteolysis, it is not clear whether alterations in MSC already occur in MGUS or SMM. In this study, we analyzed MSCs from MGUS, SMM, and MM regarding their properties and functionality and performed messenger RNA sequencing to find underlying molecular signatures in different disease stages. A high number of senescent cells and a reduced osteogenic differentiation capacity and hematopoietic support were already present in MGUS MSC. As shown by RNA sequencing, there was a broad spectrum of differentially expressed genes including genes of the BMP/TGF-signaling pathway, detected already in MGUS and that clearly increases in patients with SMM and MM. Our data may help to block these signaling pathways in the future to hinder progression to MM.
Collapse
Affiliation(s)
- Lucienne Bogun
- Department of Hematology, Oncology and Clinical Immunology, University Hospital Duesseldorf, Medical Faculty, Duesseldorf, Germany
| | - Annemarie Koch
- Department of Hematology, Oncology and Clinical Immunology, University Hospital Duesseldorf, Medical Faculty, Duesseldorf, Germany
| | - Bo Scherer
- Department of Hematology, Oncology and Clinical Immunology, University Hospital Duesseldorf, Medical Faculty, Duesseldorf, Germany
| | - Roland Fenk
- Department of Hematology, Oncology and Clinical Immunology, University Hospital Duesseldorf, Medical Faculty, Duesseldorf, Germany
| | - Uwe Maus
- Department of Orthopedic Surgery and Traumatology, University Hospital Duesseldorf, Medical Faculty, Duesseldorf, Germany
| | | | - Karl Köhrer
- Biological and Medical Research Center, Medical Faculty, Heinrich-Heine-University, Duesseldorf, Germany
| | - Patrick Petzsch
- Biological and Medical Research Center, Medical Faculty, Heinrich-Heine-University, Duesseldorf, Germany
| | - Thorsten Wachtmeister
- Biological and Medical Research Center, Medical Faculty, Heinrich-Heine-University, Duesseldorf, Germany
| | - Romans Zukovs
- Department of Hematology, Oncology and Clinical Immunology, University Hospital Duesseldorf, Medical Faculty, Duesseldorf, Germany
| | - Sascha Dietrich
- Department of Hematology, Oncology and Clinical Immunology, University Hospital Duesseldorf, Medical Faculty, Duesseldorf, Germany
| | - Rainer Haas
- Institute of Medical Microbiology and Hospital Hygiene, University of Duesseldorf, Medical Faculty, Duesseldorf, Germany
| | - Thomas Schroeder
- Department of Hematology, Oncology and Clinical Immunology, University Hospital Duesseldorf, Medical Faculty, Duesseldorf, Germany
| | - Paul Jäger
- Department of Hematology, Oncology and Clinical Immunology, University Hospital Duesseldorf, Medical Faculty, Duesseldorf, Germany
| | - Stefanie Geyh
- Department of Hematology, Oncology and Clinical Immunology, University Hospital Duesseldorf, Medical Faculty, Duesseldorf, Germany
| |
Collapse
|
42
|
Langer P, John L, Monsef I, Scheid C, Piechotta V, Skoetz N. Daratumumab and antineoplastic therapy versus antineoplastic therapy only for adults with newly diagnosed multiple myeloma ineligible for transplant. Cochrane Database Syst Rev 2024; 5:CD013595. [PMID: 38695605 PMCID: PMC11064765 DOI: 10.1002/14651858.cd013595.pub2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/05/2024]
Abstract
BACKGROUND Multiple myeloma (MM) is a haematological malignancy that is characterised by proliferation of malignant plasma cells in the bone marrow. For adults ineligible to receive high-dose chemotherapy and autologous stem cell transplant, the recommended treatment combinations in first-line therapy generally consist of combinations of alkylating agents, immunomodulatory drugs, and proteasome inhibitors. Daratumumab is a CD38-targeting, human IgG1k monoclonal antibody recently developed and approved for the treatment of people diagnosed with MM. Multiple myeloma cells uniformly over-express CD-38, a 46-kDa type II transmembrane glycoprotein, making myeloma cells a specific target for daratumumab. OBJECTIVES To determine the benefits and harms of daratumumab in addition to antineoplastic therapy compared to antineoplastic therapy only for adults with newly diagnosed MM who are ineligible for transplant. SEARCH METHODS We searched the Cochrane Central Register of Controlled Trials (CENTRAL), MEDLINE, Embase, EU Clinical Trials Register, ClinicalTrials.gov, WHO ICTRP, and conference proceedings from 2010 to September 2023. SELECTION CRITERIA We included randomised controlled trials that compared treatment with daratumumab added to antineoplastic therapy versus the same antineoplastic therapy alone in adult participants with a confirmed diagnosis of MM. We excluded quasi-randomised trials and trials with less than 80% adult participants, unless there were subgroup analyses of adults with MM. DATA COLLECTION AND ANALYSIS Two review authors independently screened the results of the search strategies for eligibility. We documented the process of study selection in a flowchart as recommended by the PRISMA statement. We evaluated the risk of bias in included studies with RoB 1 and assessed the certainty of the evidence using GRADE. We followed standard Cochrane methodological procedures. MAIN RESULTS We included four open-label, two-armed randomised controlled trials (34 publications) involving a total of 1783 participants. The ALCYONE, MAIA, and OCTANS trials were multicentre trials conducted worldwide in middle- and high-income countries. The AMaRC 03-16 trial was conducted in one high-income country, Australia. The mean age of participants was 69 to 74 years, and the proportion of female participants was between 40% and 54%. All trials evaluated antineoplastic therapies with or without daratumumab. In the ALCYONE and OCTANS trials, daratumumab was combined with bortezomib and melphalan-prednisone. In the AMaRC 03-16 study, it was combined with bortezomib, cyclophosphamide, and dexamethasone, and in the MAIA study, it was combined with lenalidomide and dexamethasone. None of the included studies was blinded (high risk of performance and detection bias). One study was published as abstract only, therefore the risk of bias for most criteria was unclear. The other three studies were published as full texts. Apart from blinding, the risk of bias was low for these studies. Overall survival Treatment with daratumumab probably increases overall survival when compared to the same treatment without daratumumab (hazard ratio (HR) 0.64, 95% confidence interval (CI) 0.53 to 0.76, 2 studies, 1443 participants, moderate-certainty evidence). After a follow-up period of 36 months, 695 per 1000 participants survived in the control group, whereas 792 per 1000 participants survived in the daratumumab group (95% CI 758 to 825). Progression-free survival Treatment with daratumumab probably increases progression-free survival when compared to treatment without daratumumab (HR 0.48, 95% CI 0.39 to 0.58, 3 studies, 1663 participants, moderate-certainty evidence). After a follow-up period of 24 months, progression-free survival was reached in 494 per 1000 participants in the control group versus 713 per 1000 participants in the daratumumab group (95% CI 664 to 760). Quality of life Treatment with daratumumab may result in a very small increase in quality of life after 12 months, evaluated on the EORTC QLQ-C30 global health status scale (GHS), when compared to treatment without daratumumab (mean difference 2.19, 95% CI -0.13 to 4.51, 3 studies, 1096 participants, low-certainty evidence). The scale is from 0 to 100, with a higher value indicating a better quality of life. On-study mortality Treatment with daratumumab probably decreases on-study mortality when compared to treatment without daratumumab (risk ratio (RR) 0.72, 95% CI 0.62 to 0.83, 3 studies, 1644 participants, moderate-certainty evidence). After the longest follow-up available (12 to 72 months), 366 per 1000 participants in the control group and 264 per 1000 participants in the daratumumab group died (95% CI 227 to 304). Serious adverse events Treatment with daratumumab probably increases serious adverse events when compared to treatment without daratumumab (RR 1.18, 95% CI 1.02 to 1.37, 3 studies, 1644 participants, moderate-certainty evidence). After the longest follow-up available (12 to 72 months), 505 per 1000 participants in the control group versus 596 per 1000 participants in the daratumumab group experienced serious adverse events (95% CI 515 to 692). Adverse events (Common Terminology Criteria for Adverse Events (CTCAE) grade ≥ 3) Treatment with daratumumab probably results in little to no difference in adverse events (CTCAE grade ≥ 3) when compared to treatment without daratumumab (RR 1.01, 95% CI 0.99 to 1.02, 3 studies, 1644 participants, moderate-certainty evidence). After the longest follow-up available (12 to 72 months), 953 per 1000 participants in the control group versus 963 per 1000 participants in the daratumumab group experienced adverse events (CTCAE grade ≥ 3) (95% CI 943 to 972). Treatment with daratumumab probably increases the risk of infections (CTCAE grade ≥ 3) when compared to treatment without daratumumab (RR 1.52, 95% CI 1.30 to 1.78, 3 studies, 1644 participants, moderate-certainty evidence). After the longest follow-up available (12 to 72 months), 224 per 1000 participants in the control group versus 340 per 1000 participants in the daratumumab group experienced infections (CTCAE grade ≥ 3) (95% CI 291 to 399). AUTHORS' CONCLUSIONS Overall analysis of four studies showed a potential benefit for daratumumab in terms of overall survival and progression-free survival and a slight potential benefit in quality of life. Participants treated with daratumumab probably experience increased serious adverse events. There were likely no differences between groups in adverse events (CTCAE grade ≥ 3); however, there are probably more infections (CTCAE grade ≥ 3) in participants treated with daratumumab. We identified six ongoing studies which might strengthen the certainty of evidence in a future update of this review.
Collapse
Affiliation(s)
- Peter Langer
- Cochrane Haematology, Institute of Public Health, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Lukas John
- Department of Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
| | - Ina Monsef
- Cochrane Haematology, Institute of Public Health, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Christof Scheid
- Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Stem Cell Transplantation Program, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Vanessa Piechotta
- Cochrane Haematology, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Nicole Skoetz
- Cochrane Haematology, Institute of Public Health, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| |
Collapse
|
43
|
Alzahrani K, Pasvolsky O, Wang Z, Milton DR, Tanner MR, Bashir Q, Srour S, Saini N, Lin P, Ramdial J, Nieto Y, Lee HC, Patel KK, Manasanch EE, Kebriaei P, Thomas SK, Weber DM, Orlowski RZ, Shpall EJ, Champlin R, Qazilbash MH. Impact of revised International Staging System 2 risk stratification on outcomes of patients with multiple myeloma receiving autologous haematopoietic stem cell transplantation. Br J Haematol 2024; 204:1944-1952. [PMID: 38448009 PMCID: PMC11090754 DOI: 10.1111/bjh.19384] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Revised: 02/21/2024] [Accepted: 02/23/2024] [Indexed: 03/08/2024]
Abstract
The second revision of the International Staging System (R2-ISS) is a simple tool to risk-stratify newly diagnosed multiple myeloma (NDMM) patients. Here, we completed a retrospective analysis to evaluate the utility of R2-ISS in NDMM patients who underwent up-front autologous haematopoietic stem cell transplantation (auto-HCT). A total of 1291 patients were included, with a median age of 62 years (range 29-83). The distribution of R2-ISS stages was: 123 (10%) stage I, 471 (36%) stage II, 566 (44%) stage III and 131 (10%) stage IV. With a median follow-up of 42.2 months (range 0.3-181.0), the median PFS was 73.0, 65.2, 44.0 and 24.8 months, (p < 0.001) and the median OS was 130.8, 128.5, 94.2 and 61.4 months (p < 0.001) for patients with R2-ISS stages I, II, III and IV respectively. On multivariable analysis (MVA) for PFS, using R2-ISS stage I as reference, R2-ISS stages III (hazard ratio [95% confidence interval], 1.55 [1.05-2.29]; p = 0.028) and IV (2.04 [1.24-3.36]; p = 0.005) were associated with significantly inferior PFS. In the MVA of OS, using R2-ISS stage I as reference, only R2-ISS stage IV was associated with significantly inferior OS (2.43 [1.18-5.01]; p = 0.017). Overall, we found that R2-ISS is a reliable prognostic tool for NDMM patients undergoing up-front auto-HCT.
Collapse
Affiliation(s)
- Kamal Alzahrani
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of Adult Hematology & Bone Marrow Transplant, King Fahad Medical City (KFMC), Riyadh, Saudi Arabia
| | - Oren Pasvolsky
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Zhongya Wang
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Denái R. Milton
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Mark R. Tanner
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Qaiser Bashir
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Samer Srour
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Neeraj Saini
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Paul Lin
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jeremy Ramdial
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Yago Nieto
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Hans C. Lee
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Krina K. Patel
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Elisabet E. Manasanch
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Partow Kebriaei
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Sheeba K. Thomas
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Donna M. Weber
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Robert Z. Orlowski
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Elizabeth J. Shpall
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Richard Champlin
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Muzaffar H. Qazilbash
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| |
Collapse
|
44
|
Mohan M, Schinke C. Risk stratification in multiple myeloma: Are we there yet? Br J Haematol 2024; 204:1585-1587. [PMID: 38616560 DOI: 10.1111/bjh.19416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 03/10/2024] [Accepted: 03/11/2024] [Indexed: 04/16/2024]
Abstract
The second revision of international staging system (R2-ISS) shows promise in patients with multiple myeloma treated with a regimen of novel agent-based induction therapy, autologous stem cell transplant and maintenance therapy, but challenges persist. This study by Alzahrani et al. underscores the importance of refining risk assessment tools for tailored treatment strategies. Commentary on: Alzahrani et al. Impact of revised international staging system 2 (R2-ISS) risk stratification on outcomes of patients with multiple myeloma receiving autologous hematopoietic stem cell transplantation. Br J Haematol 2024;204:1944-1952.
Collapse
Affiliation(s)
- Meera Mohan
- Division of Hematology/Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Carolina Schinke
- Myeloma Center, University of Arkansas for Medical Science, Little Rock, Arkansas, USA
| |
Collapse
|
45
|
Medina-Herrera A, Vazquez I, Cuenca I, Rosa-Rosa JM, Ariceta B, Jimenez C, Fernandez-Mercado M, Larrayoz MJ, Gutierrez NC, Fernandez-Guijarro M, Gonzalez-Calle V, Rodriguez-Otero P, Oriol A, Rosiñol L, Alegre A, Escalante F, De La Rubia J, Teruel AI, De Arriba F, Hernandez MT, Lopez-Jimenez J, Ocio EM, Puig N, Paiva B, Lahuerta JJ, Bladé J, San Miguel JF, Mateos MV, Martinez-Lopez J, Calasanz MJ, Garcia-Sanz R. The genomic profiling of high-risk smoldering myeloma patients treated with an intensive strategy unveils potential markers of resistance and progression. Blood Cancer J 2024; 14:74. [PMID: 38684670 PMCID: PMC11059156 DOI: 10.1038/s41408-024-01053-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 04/09/2024] [Accepted: 04/12/2024] [Indexed: 05/02/2024] Open
Abstract
Smoldering multiple myeloma (SMM) precedes multiple myeloma (MM). The risk of progression of SMM patients is not uniform, thus different progression-risk models have been developed, although they are mainly based on clinical parameters. Recently, genomic predictors of progression have been defined for untreated SMM. However, the usefulness of such markers in the context of clinical trials evaluating upfront treatment in high-risk SMM (HR SMM) has not been explored yet, precluding the identification of baseline genomic alterations leading to drug resistance. For this reason, we carried out next-generation sequencing and fluorescent in-situ hybridization studies on 57 HR and ultra-high risk (UHR) SMM patients treated in the phase II GEM-CESAR clinical trial (NCT02415413). DIS3, FAM46C, and FGFR3 mutations, as well as t(4;14) and 1q alterations, were enriched in HR SMM. TRAF3 mutations were specifically associated with UHR SMM but identified cases with improved outcomes. Importantly, novel potential predictors of treatment resistance were identified: NRAS mutations and the co-occurrence of t(4;14) plus FGFR3 mutations were associated with an increased risk of biological progression. In conclusion, we have carried out for the first time a molecular characterization of HR SMM patients treated with an intensive regimen, identifying genomic predictors of poor outcomes in this setting.
Collapse
Affiliation(s)
- A Medina-Herrera
- Departamento de Hematología, Hospital Universitario de Salamanca, (HUSA/IBSAL), Centro de Investigación del Cáncer-IBMCC (CSIC/USAL), CIBERONC, Salamanca, Spain
| | - I Vazquez
- Cancer Center Clínica Universidad de Navarra (CCUN), Centro de Investigación Médica Aplicada (CIMA LAB Diagnostics), IDISNA, CIBERONC, Pamplona, Spain
| | - I Cuenca
- Hospital 12 de Octubre, Instituto de Investigación Hospital 12 de Octubre (i + 12), Centro Nacional de Investigaciones Oncológicas (CNIO), Universidad Complutense, Madrid, Spain
| | - J M Rosa-Rosa
- Hospital 12 de Octubre, Instituto de Investigación Hospital 12 de Octubre (i + 12), Centro Nacional de Investigaciones Oncológicas (CNIO), Universidad Complutense, Madrid, Spain
| | - B Ariceta
- Cancer Center Clínica Universidad de Navarra (CCUN), Centro de Investigación Médica Aplicada (CIMA LAB Diagnostics), IDISNA, CIBERONC, Pamplona, Spain
| | - C Jimenez
- Departamento de Hematología, Hospital Universitario de Salamanca, (HUSA/IBSAL), Centro de Investigación del Cáncer-IBMCC (CSIC/USAL), CIBERONC, Salamanca, Spain.
| | - M Fernandez-Mercado
- Cancer Center Clínica Universidad de Navarra (CCUN), Centro de Investigación Médica Aplicada (CIMA LAB Diagnostics), IDISNA, CIBERONC, Pamplona, Spain
| | - M J Larrayoz
- Cancer Center Clínica Universidad de Navarra (CCUN), Centro de Investigación Médica Aplicada (CIMA LAB Diagnostics), IDISNA, CIBERONC, Pamplona, Spain
| | - N C Gutierrez
- Departamento de Hematología, Hospital Universitario de Salamanca, (HUSA/IBSAL), Centro de Investigación del Cáncer-IBMCC (CSIC/USAL), CIBERONC, Salamanca, Spain
| | - M Fernandez-Guijarro
- Hospital 12 de Octubre, Instituto de Investigación Hospital 12 de Octubre (i + 12), Centro Nacional de Investigaciones Oncológicas (CNIO), Universidad Complutense, Madrid, Spain
| | - V Gonzalez-Calle
- Departamento de Hematología, Hospital Universitario de Salamanca, (HUSA/IBSAL), Centro de Investigación del Cáncer-IBMCC (CSIC/USAL), CIBERONC, Salamanca, Spain
| | - P Rodriguez-Otero
- Cancer Center Clínica Universidad de Navarra (CCUN), Centro de Investigación Médica Aplicada (CIMA LAB Diagnostics), IDISNA, CIBERONC, Pamplona, Spain
| | - A Oriol
- Institut Català d'Oncologia (ICO), Institut d'Investigació Josep Carreras, Hospital Germans Trias i Pujol, Barcelona, Spain
| | - L Rosiñol
- Amyloidosis and Myeloma Unit, Department of Hematology, Hospital Clínic, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - A Alegre
- Hematology Department, Hospital Universitario Quirónsalud and Hospital Universitario de La Princesa, Madrid, Spain
| | - F Escalante
- Department of Hematology, Hospital Universitario de León, León, Spain
| | - J De La Rubia
- Hematology Department, University Hospital La Fe, Universidad Católica "San Vicente Mártir", CIBERONC, Valencia, Spain
| | - A I Teruel
- Hematology, Hospital Clínico Universitario de Valencia, Valencia, Spain
| | - F De Arriba
- Hospital Morales Meseguer, IMIB-Pascual Parrilla, Universidad de Murcia, Murcia, Spain
| | - M T Hernandez
- Hospital Universitario de Canarias, Universidad de La Laguna, Santa Cruz de Tenerife, Spain
| | - J Lopez-Jimenez
- Hematology and Hemotherapy Department, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - E M Ocio
- Hospital Universitario Marqués de Valdecilla, Instituto de Investigación Valdecilla (IDIVAL), Universidad de Cantabria, Santander, Spain
| | - N Puig
- Departamento de Hematología, Hospital Universitario de Salamanca, (HUSA/IBSAL), Centro de Investigación del Cáncer-IBMCC (CSIC/USAL), CIBERONC, Salamanca, Spain
| | - B Paiva
- Cancer Center Clínica Universidad de Navarra (CCUN), Centro de Investigación Médica Aplicada (CIMA LAB Diagnostics), IDISNA, CIBERONC, Pamplona, Spain
| | - J J Lahuerta
- Hospital 12 de Octubre, Instituto de Investigación Hospital 12 de Octubre (i + 12), Centro Nacional de Investigaciones Oncológicas (CNIO), Universidad Complutense, Madrid, Spain
| | - J Bladé
- Amyloidosis and Myeloma Unit, Department of Hematology, Hospital Clínic, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - J F San Miguel
- Cancer Center Clínica Universidad de Navarra (CCUN), Centro de Investigación Médica Aplicada (CIMA LAB Diagnostics), IDISNA, CIBERONC, Pamplona, Spain
| | - M V Mateos
- Departamento de Hematología, Hospital Universitario de Salamanca, (HUSA/IBSAL), Centro de Investigación del Cáncer-IBMCC (CSIC/USAL), CIBERONC, Salamanca, Spain
| | - J Martinez-Lopez
- Hospital 12 de Octubre, Instituto de Investigación Hospital 12 de Octubre (i + 12), Centro Nacional de Investigaciones Oncológicas (CNIO), Universidad Complutense, Madrid, Spain
| | - M J Calasanz
- Cancer Center Clínica Universidad de Navarra (CCUN), Centro de Investigación Médica Aplicada (CIMA LAB Diagnostics), IDISNA, CIBERONC, Pamplona, Spain
| | - R Garcia-Sanz
- Departamento de Hematología, Hospital Universitario de Salamanca, (HUSA/IBSAL), Centro de Investigación del Cáncer-IBMCC (CSIC/USAL), CIBERONC, Salamanca, Spain
| |
Collapse
|
46
|
Callander NS, Silbermann R, Kaufman JL, Godby KN, Laubach J, Schmidt TM, Sborov DW, Medvedova E, Reeves B, Dhakal B, Rodriguez C, Chhabra S, Chari A, Bal S, Anderson LD, Dholaria BR, Nathwani N, Hari P, Shah N, Bumma N, Holstein SA, Costello C, Jakubowiak A, Wildes TM, Orlowski RZ, Shain KH, Cowan AJ, Pei H, Cortoos A, Patel S, Lin TS, Giri S, Costa LJ, Usmani SZ, Richardson PG, Voorhees PM. Daratumumab-based quadruplet therapy for transplant-eligible newly diagnosed multiple myeloma with high cytogenetic risk. Blood Cancer J 2024; 14:69. [PMID: 38649340 PMCID: PMC11035596 DOI: 10.1038/s41408-024-01030-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 02/29/2024] [Accepted: 03/05/2024] [Indexed: 04/25/2024] Open
Abstract
In the MASTER study (NCT03224507), daratumumab+carfilzomib/lenalidomide/dexamethasone (D-KRd) demonstrated promising efficacy in transplant-eligible newly diagnosed multiple myeloma (NDMM). In GRIFFIN (NCT02874742), daratumumab+lenalidomide/bortezomib/dexamethasone (D-RVd) improved outcomes for transplant-eligible NDMM. Here, we present a post hoc analysis of patients with high-risk cytogenetic abnormalities (HRCAs; del[17p], t[4;14], t[14;16], t[14;20], or gain/amp[1q21]). Among 123 D-KRd patients, 43.1%, 37.4%, and 19.5% had 0, 1, or ≥2 HRCAs. Among 120 D-RVd patients, 55.8%, 28.3%, and 10.8% had 0, 1, or ≥2 HRCAs. Rates of complete response or better (best on study) for 0, 1, or ≥2 HRCAs were 90.6%, 89.1%, and 70.8% for D-KRd, and 90.9%, 78.8%, and 61.5% for D-RVd. At median follow-up (MASTER, 31.1 months; GRIFFIN, 49.6 months for randomized patients/59.5 months for safety run-in patients), MRD-negativity rates as assessed by next-generation sequencing (10-5) were 80.0%, 86.4%, and 83.3% for 0, 1, or ≥2 HRCAs for D-KRd, and 76.1%, 55.9%, and 61.5% for D-RVd. PFS was similar between studies and superior for 0 or 1 versus ≥2 HRCAs: 36-month PFS rates for D-KRd were 89.9%, 86.2%, and 52.4%, and 96.7%, 90.5%, and 53.5% for D-RVd. These data support the use of daratumumab-containing regimens for transplant-eligible NDMM with HCRAs; however, additional strategies are needed for ultra-high-risk disease (≥2 HRCAs). Video Abstract.
Collapse
Affiliation(s)
| | - Rebecca Silbermann
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | | | - Kelly N Godby
- University of Alabama at Birmingham Hospital, Birmingham, AL, USA
| | - Jacob Laubach
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | | | - Douglas W Sborov
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - Eva Medvedova
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Brandi Reeves
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Binod Dhakal
- Division of Hematology/Oncology, Department of Medicine, Mayo Clinic Arizona, Phoenix, AZ, USA
| | | | - Saurabh Chhabra
- Division of Hematology/Oncology, Department of Medicine, Mayo Clinic Arizona, Phoenix, AZ, USA
| | - Ajai Chari
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Susan Bal
- University of Alabama at Birmingham Hospital, Birmingham, AL, USA
| | - Larry D Anderson
- Myeloma, Waldenstrӧm's and Amyloidosis Program, Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX, USA
| | | | - Nitya Nathwani
- Judy and Bernard Briskin Center for Multiple Myeloma Research, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Parameswaran Hari
- Division of Hematology/Oncology, Department of Medicine, Mayo Clinic Arizona, Phoenix, AZ, USA
| | - Nina Shah
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Naresh Bumma
- Division of Hematology, The Ohio State University Comprehensive Cancer Center, Columbus, OH, USA
| | - Sarah A Holstein
- Division of Oncology & Hematology, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE, USA
| | - Caitlin Costello
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | | | - Tanya M Wildes
- Division of Oncology & Hematology, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE, USA
| | - Robert Z Orlowski
- Department of Lymphoma/Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kenneth H Shain
- Department of Malignant Hematology, H. Lee Moffitt Cancer Center, Tampa, FL, USA
| | - Andrew J Cowan
- Division of Medical Oncology, University of Washington, Seattle, WA, USA
| | - Huiling Pei
- Janssen Research & Development, LLC, Titusville, NJ, USA
| | | | | | - Thomas S Lin
- Janssen Scientific Affairs, LLC, Horsham, PA, USA
| | - Smith Giri
- Division of Hematology & Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Luciano J Costa
- University of Alabama at Birmingham Hospital, Birmingham, AL, USA
| | - Saad Z Usmani
- Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| | - Paul G Richardson
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Peter M Voorhees
- Levine Cancer Institute, Atrium Health Wake Forest Baptist, Charlotte, NC, USA.
| |
Collapse
|
47
|
Murie C, Turkarslan S, Patel A, Coffey DG, Becker PS, Baliga NS. Individualized dynamic risk assessment for multiple myeloma. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.04.01.24305024. [PMID: 38633807 PMCID: PMC11023676 DOI: 10.1101/2024.04.01.24305024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/19/2024]
Abstract
Background Individualized treatment decisions for patients with multiple myeloma (MM) requires accurate risk stratification that takes into account patient-specific consequences of genetic abnormalities and tumor microenvironment on disease outcome and therapy responsiveness. Methods Previously, SYstems Genetic Network AnaLysis (SYGNAL) of multi-omics tumor profiles from 881 MM patients generated the mmSYGNAL network, which uncovered different causal and mechanistic drivers of genetic programs associated with disease progression across MM subtypes. Here, we have trained a machine learning (ML) algorithm on activities of mmSYGNAL programs within individual patient tumor samples to develop a risk classification scheme for MM that significantly outperformed cytogenetics, International Staging System, and multi-gene biomarker panels in predicting risk of PFS across four independent patient cohorts. Results We demonstrate that, unlike other tests, mmSYGNAL can accurately predict disease progression risk at primary diagnosis, pre- and post-transplant and even after multiple relapses, making it useful for individualized dynamic risk assessment throughout the disease trajectory. Conclusion mmSYGNAL provides improved individualized risk stratification that accounts for a patient's distinct set of genetic abnormalities and can monitor risk longitudinally as each patient's disease characteristics change.
Collapse
|
48
|
Mao X, Yan W, Mery D, Liu J, Fan H, Xu J, Xu Y, Sui W, Deng S, Zou D, Du C, Yi S, van Rhee F, Barlogie B, Shaughnessy JD, Anderson KC, Zhan F, Qiu L, An G. Development and validation of an individualized and weighted Myeloma Prognostic Score System (MPSS) in patients with newly diagnosed multiple myeloma. Am J Hematol 2024; 99:523-533. [PMID: 38247315 PMCID: PMC10947864 DOI: 10.1002/ajh.27207] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 11/21/2023] [Accepted: 01/01/2024] [Indexed: 01/23/2024]
Abstract
Current standard predictive models of disease risk do not adequately account for the heterogeneity of survival outcomes in patients with new-diagnosed multiple myeloma (NDMM). In this retrospective, multicohort study, we collected clinical and genetic data from 1792 NDMM patients and identified the prognostic impact of all features. Using the top-ranked predictive features, a weighted Myeloma Prognostic Score System (MPSS) risk model was formulated and validated to predict overall survival (OS). In the training cohort, elevated lactate dehydrogenase level (LDH), International Staging System (ISS) Stage III, thrombocytopenia, and cumulative high-risk cytogenetic aberration (HRA) numbers were found to have independent prognostic significance. Each risk factor was defined as its weighted value respectively according to their hazard ratio for OS (thrombocytopenia 2, elevated LDH 1, ISS III 2, one HRA 1, and ≥2 HRA 2, points). Patients were further stratified into four risk groups: MPSS I (22.5%, 0 points), II (17.6%, 1 points), III (38.6%, 2-3 points), and IV (21.3%, 4-7 points). MPSS risk stratification showed optimal discrimination, as well as calibration, of four risk groups with median OS of 91.0, 69.8, 45.0, and 28.0 months, for patients in MPSS I to IV groups (p < .001), respectively. Importantly, the MPSS model retained its prognostic value in the internal validation cohort and an independent external validation cohort, and exhibited significant risk distribution compared with conventional prognostic models (R-ISS, R2-ISS, and MASS). Utilization of the MPSS model in clinical practice could improve risk estimation in NDMM patients, thus prompting individualized treatment strategies.
Collapse
Affiliation(s)
- Xuehan Mao
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin 301600, China
- Department of Hematology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, People’s Republic of China
| | - Wenqiang Yan
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin 301600, China
| | - David Mery
- Myeloma Center, Winthrop P. Rockefeller Cancer Institute, Department of Internal Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Jiahui Liu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin 301600, China
| | - Huishou Fan
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin 301600, China
| | - Jingyu Xu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin 301600, China
| | - Yan Xu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin 301600, China
| | - Weiwei Sui
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin 301600, China
| | - Shuhui Deng
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin 301600, China
| | - Dehui Zou
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin 301600, China
| | - Chenxing Du
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin 301600, China
| | - Shuhua Yi
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin 301600, China
| | - Frits van Rhee
- Myeloma Center, Winthrop P. Rockefeller Cancer Institute, Department of Internal Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Bart Barlogie
- Myeloma Center, Winthrop P. Rockefeller Cancer Institute, Department of Internal Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - John D Shaughnessy
- Myeloma Center, Winthrop P. Rockefeller Cancer Institute, Department of Internal Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Kenneth C Anderson
- LeBow Institute for Myeloma Therapeutics and Jerome Lipper Center for Multiple Myeloma Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Fenghuang Zhan
- Myeloma Center, Winthrop P. Rockefeller Cancer Institute, Department of Internal Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Lugui Qiu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin 301600, China
| | - Gang An
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin 301600, China
| |
Collapse
|
49
|
Medeiros LJ, Chadburn A, Natkunam Y, Naresh KN. Fifth Edition of the World Health Classification of Tumors of the Hematopoietic and Lymphoid Tissues: B-cell Neoplasms. Mod Pathol 2024; 37:100441. [PMID: 38309432 DOI: 10.1016/j.modpat.2024.100441] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 01/15/2024] [Accepted: 01/23/2024] [Indexed: 02/05/2024]
Abstract
We review B-cell neoplasms in the 5th edition of the World Health Organization classification of hematolymphoid tumors (WHO-HEM5). The revised classification is based on a multidisciplinary approach including input from pathologists, clinicians, and other experts. The WHO-HEM5 follows a hierarchical structure allowing the use of family (class)-level definitions when defining diagnostic criteria are partially met or a complete investigational workup is not possible. Disease types and subtypes have expanded compared with the WHO revised 4th edition (WHO-HEM4R), mainly because of the expansion in genomic knowledge of these diseases. In this review, we focus on highlighting changes and updates in the classification of B-cell lymphomas, providing a comparison with WHO-HEM4R, and offering guidance on how the new classification can be applied to the diagnosis of B-cell lymphomas in routine practice.
Collapse
Affiliation(s)
- L Jeffrey Medeiros
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Amy Chadburn
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York
| | - Yasodha Natkunam
- Department of Pathology, Stanford University School of Medicine, Stanford, California
| | - Kikkeri N Naresh
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle; Section of Pathology, Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle
| |
Collapse
|
50
|
Chen X, Varma G, Davies F, Morgan G. Approach to High-Risk Multiple Myeloma. Hematol Oncol Clin North Am 2024; 38:497-510. [PMID: 38195306 DOI: 10.1016/j.hoc.2023.12.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2024]
Abstract
Improving the outcome of high-risk myeloma (HRMM) is a key therapeutic aim for the next decade. To achieve this aim, it is necessary to understand in detail the genetic drivers underlying this clinical behavior and to target its biology therapeutically. Advances have already been made, with a focus on consensus guidance and the application of novel immunotherapeutic approaches. Cases of HRMM are likely to have impaired prognosis even with novel strategies. However, if disease eradication and minimal disease states are achieved, then cure may be possible.
Collapse
Affiliation(s)
- Xiaoyi Chen
- Center Blood Cancer, Perlmutter Cancer Center, New York University, NYCLangone, Room# 496, Medical Science Building 4th Floor, 540 1st Avenue, New York, NY 10016, USA
| | - Gaurav Varma
- Center Blood Cancer, Perlmutter Cancer Center, New York University, NYCLangone, Room# 496, Medical Science Building 4th Floor, 540 1st Avenue, New York, NY 10016, USA
| | - Faith Davies
- Center Blood Cancer, Perlmutter Cancer Center, New York University, NYCLangone, Room# 496, Medical Science Building 4th Floor, 540 1st Avenue, New York, NY 10016, USA
| | - Gareth Morgan
- Center Blood Cancer, Perlmutter Cancer Center, New York University, NYCLangone, Room# 496, Medical Science Building 4th Floor, 540 1st Avenue, New York, NY 10016, USA.
| |
Collapse
|