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Qin X, Strand SH, Lee MR, Saraswathibhatla A, van IJzendoorn DG, Zhu C, Vennam S, Varma S, Hall A, Factor RE, King L, Simpson L, Luo X, Colditz GA, Jiang S, Chaudhuri O, Hwang ES, Marks JR, Owzar K, West RB. Single-Cell Expression Analysis of Ductal Carcinoma In Situ Identifies Complex Genotypic-Phenotypic Relationships Altering Epithelial Composition. Cancer Res 2025; 85:2302-2319. [PMID: 40101158 PMCID: PMC12167932 DOI: 10.1158/0008-5472.can-24-3023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 01/16/2025] [Accepted: 03/12/2025] [Indexed: 03/20/2025]
Abstract
Ductal carcinoma in situ (DCIS) is a risk factor for subsequent invasive breast cancer (IBC). To identify events in DCIS that lead to invasive cancer, we performed single-cell RNA sequencing on DCIS lesions and matched normal breast tissue. Inferred copy-number variation was used to identify neoplastic epithelial cells from clinical specimens, which contained a mixture of DCIS and normal ducts. Phylogenetic analysis demonstrated intratumoral clonal heterogeneity that was associated with significant gene expression differences. Classification of epithelial cells into mammary cell states revealed that subclones contained a mixture of cell states, suggesting an ongoing pattern of differentiation after neoplastic transformation. Cell state proportions were significantly different based on estrogen receptor expression, with estrogen receptor-negative DCIS more closely resembling the distribution in the normal breast, particularly with respect to cells with basal characteristics. Specific alterations in cell state proportions were associated with progression to invasive cancer in a cohort of DCIS with longitudinal outcome. Ongoing transcription of key basement membrane (BM) genes occurred in specific subsets of epithelial cell states, including basal/myoepithelial, which are diminished in DCIS. In the transition to IBC, the BM protein laminin, but not COL4, was altered in DCIS adjacent to invasion. Loss of COL4, but not laminin, in an in vitro DCIS model led to an invasive phenotype. These findings suggest that the process of invasion is a loss-of-function event due to an imbalance in critical cell populations essential for BM integrity rather than a gain of an invasive phenotype by neoplastic cells. SIGNIFICANCE Single-cell analyses reveal ductal carcinoma in situ comprises multiple genetic clones with significant phenotypic diversity and link alterations in epithelial cell states and basement membrane integrity with invasive breast cancer progression.
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Affiliation(s)
- Xiaodi Qin
- Duke Cancer Institute, Duke University School of Medicine, Durham, North Carolina
| | - Siri H. Strand
- Department of Pathology, Stanford University School of Medicine, Stanford, California
| | - Marissa R. Lee
- Duke Cancer Institute, Duke University School of Medicine, Durham, North Carolina
| | | | | | - ChunFang Zhu
- Department of Pathology, Stanford University School of Medicine, Stanford, California
| | - Sujay Vennam
- Department of Pathology, Stanford University School of Medicine, Stanford, California
| | - Sushama Varma
- Department of Pathology, Stanford University School of Medicine, Stanford, California
| | - Allison Hall
- Department of Pathology, Duke University School of Medicine, Durham, North Carolina
| | - Rachel E. Factor
- Department of Pathology, Duke University School of Medicine, Durham, North Carolina
| | - Lorraine King
- Department of Surgery, Duke University School of Medicine, Durham, North Carolina
| | - Lunden Simpson
- Department of Surgery, Duke University School of Medicine, Durham, North Carolina
| | - Xiaoke Luo
- Department of Surgery, Washington University School of Medicine, St. Louis, Missouri
| | - Graham A. Colditz
- Department of Surgery, Washington University School of Medicine, St. Louis, Missouri
| | - Shu Jiang
- Department of Surgery, Washington University School of Medicine, St. Louis, Missouri
| | - Ovijit Chaudhuri
- Department of Mechanical Engineering, Stanford University, Stanford, California
| | - E. Shelley Hwang
- Department of Surgery, Duke University School of Medicine, Durham, North Carolina
| | - Jeffrey R. Marks
- Department of Surgery, Duke University School of Medicine, Durham, North Carolina
| | - Kouros Owzar
- Duke Cancer Institute, Duke University School of Medicine, Durham, North Carolina
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, North Carolina
| | - Robert B. West
- Department of Pathology, Stanford University School of Medicine, Stanford, California
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Javid SH, Kazerouni AS, Hippe DS, Hirano M, Schnuck-Olapo J, Biswas D, Bryant ML, Li I, Xiao J, Kim AG, Guo A, Dontchos B, Kilgore M, Kim J, Partridge SC, Rahbar H. Preoperative MRI to Predict Upstaging of DCIS to Invasive Cancer at Surgery. Ann Surg Oncol 2025; 32:3234-3243. [PMID: 39873851 DOI: 10.1245/s10434-024-16837-x] [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: 07/31/2024] [Accepted: 12/25/2024] [Indexed: 01/30/2025]
Abstract
BACKGROUND Ductal carcinoma in situ (DCIS) is overtreated, in part because of inability to predict which DCIS cases diagnosed at core needle biopsy (CNB) will be upstaged at excision. This study aimed to determine whether quantitative magnetic resonance imaging (MRI) features can identify DCIS at risk of upstaging to invasive cancer. METHODS This prospective observational clinical trial analyzed women with a diagnosis of DCIS on CNB. All the participants underwent preoperative 3T MRI. Quantitative MRI features from routine dynamic contrast-enhanced (DCE) MR images (e.g., peak percent enhancement [PE]) and from advanced high temporal-resolution DCE MR images (e.g., Ktrans) were measured. Clinical, pathologic, and mammographic features were reviewed. Associations with upstaging were summarized using the area under the receiver operating characteristic curve (AUC). RESULTS Of 58 DCIS lesions at CNB, 15 (26%) were upstaged to invasive cancer at surgery. Of the 58 lesions, 46 (79%) enhanced on MRI, although enhancement alone was not significantly associated with upstaging (p = 0.71). Among the DCIS lesions that enhanced, higher PE was most strongly associated with upstaging (AUC, 0.81; adjusted p = 0.009) and outperformed MRI features acquired via high temporal resolution DCE-MRI (AUC, 0.50-0.73). Lesion span on MRI was not significantly associated with upstaging risk (AUC, 0.55; adjusted p = 0.61), nor were any clinical, pathologic, or mammographic features (p > 0.24). CONCLUSIONS Quantitative features acquired from routine clinical breast MRI and advanced DCE-MRI demonstrated good performance in identifying which DCIS lesions were upstaged to invasive cancer at excision. These features may prove valuable for appropriate selection of active surveillance in future DCIS de-escalation trials.
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MESH Headings
- Humans
- Female
- Breast Neoplasms/surgery
- Breast Neoplasms/pathology
- Breast Neoplasms/diagnostic imaging
- Carcinoma, Intraductal, Noninfiltrating/surgery
- Carcinoma, Intraductal, Noninfiltrating/pathology
- Carcinoma, Intraductal, Noninfiltrating/diagnostic imaging
- Magnetic Resonance Imaging/methods
- Prospective Studies
- Middle Aged
- Neoplasm Invasiveness
- Aged
- Prognosis
- Follow-Up Studies
- Carcinoma, Ductal, Breast/surgery
- Carcinoma, Ductal, Breast/pathology
- Carcinoma, Ductal, Breast/diagnostic imaging
- Neoplasm Staging
- Adult
- Preoperative Care
- Contrast Media
- Biopsy, Large-Core Needle
- ROC Curve
- Mammography
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Affiliation(s)
- Sara H Javid
- Department of Surgery, University of Washington Medical Center, Seattle, WA, USA.
| | - Anum S Kazerouni
- Department of Radiology, University of Washington, Seattle, WA, USA
| | - Daniel S Hippe
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Michael Hirano
- Department of Radiology, University of Washington, Seattle, WA, USA
| | - Jamie Schnuck-Olapo
- Department of Surgery, University of Washington Medical Center, Seattle, WA, USA
| | - Debosmita Biswas
- Department of Radiology, University of Washington, Seattle, WA, USA
| | - Mary Lynn Bryant
- Department of Radiology, University of Washington, Seattle, WA, USA
| | - Isabella Li
- Department of Radiology, University of Washington, Seattle, WA, USA
| | - Jennifer Xiao
- Department of Radiology, University of Washington, Seattle, WA, USA
| | - Andrew G Kim
- Department of Radiology, University of Washington, Seattle, WA, USA
| | - Andy Guo
- Department of Radiology, University of Washington, Seattle, WA, USA
| | - Brian Dontchos
- Department of Radiology, University of Washington, Seattle, WA, USA
| | - Mark Kilgore
- Department of Pathology, University of Washington, Seattle, WA, USA
| | - Janice Kim
- Department of Radiation Oncology, University of Washington, Seattle, WA, USA
| | | | - Habib Rahbar
- Department of Radiology, University of Washington, Seattle, WA, USA
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Ali Q, Niaz R, Soomro R. Unraveling Ductal Carcinoma In Situ in an Unscreened Population: Understanding Its Natural History Through Advanced Presentation and Management. Cureus 2025; 17:e80950. [PMID: 40255704 PMCID: PMC12009591 DOI: 10.7759/cureus.80950] [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] [Accepted: 03/20/2025] [Indexed: 04/22/2025] Open
Abstract
BACKGROUND Ductal carcinoma in situ (DCIS) is a non-invasive breast cancer with debated management strategies, particularly in unscreened populations where delayed detection often leads to advanced presentations. Understanding DCIS in this context is crucial for improving risk stratification, treatment, and outcomes. OBJECTIVE This study aims to explore the clinicopathologic features, progression, and outcomes of DCIS in an unscreened population, comparing findings with national and international studies. METHODS We conducted a retrospective analysis of 172 patients diagnosed with isolated DCIS at Liaquat National Hospital and Medical College, Karachi, Pakistan, from January 2019 to December 2023. Data collected included demographics, presenting symptoms, imaging findings, biopsy methods, histopathologic features, and treatment details. Statistical analysis was performed using SPSS Statistics for Windows, Version 25 (Released 2017; SPSS Inc., Chicago, United States), with p ≤ 0.05 considered significant. RESULTS Of 4690 breast cancer cases, 3.6% were isolated DCIS. The median age was 51 years, with 66% postmenopausal. The most common symptom was a palpable lump (68%), with only 3.5% detected via screening. High-grade DCIS was prevalent (41.7%), with comedo necrosis in 23.7%. Tumor size exceeded 5 cm in 25.8% of cases. Breast-conserving surgery (BCS) was performed in 39.9% of patients, with a 15.4% re-surgery rate. Mastectomy and sentinel lymph node biopsy were required in 56.6% of cases. The upgrade rate to invasive carcinoma was 39.9%, higher than global averages. Estrogen receptor positivity was noted in 70.9% of patients. CONCLUSION DCIS in unscreened populations presents more aggressively, with larger, higher-grade tumors and a significant risk of progression to invasive disease. The findings emphasize the need for targeted screening and tailored management strategies to improve outcomes. Future research should focus on optimizing diagnostic and therapeutic approaches in such high-risk groups.
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Affiliation(s)
- Quratulain Ali
- Department of Breast Surgery, Liaquat National Hospital and Medical College, Karachi, PAK
| | - Rabia Niaz
- Department of Breast Surgery, Liaquat National Hospital and Medical College, Karachi, PAK
| | - Rufina Soomro
- Department of Breast Surgery, Liaquat National Hospital and Medical College, Karachi, PAK
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Vatteroni G, Dietzel M, Baltzer PAT. Can structured integration of BI-RADS criteria by a clinical decision rule reduce the number of unnecessary biopsies in BI-RADS 4 lesions? A systematic review and meta-analysis. Eur Radiol 2025; 35:1504-1513. [PMID: 39694886 PMCID: PMC11836227 DOI: 10.1007/s00330-024-11274-6] [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: 07/25/2024] [Revised: 09/12/2024] [Accepted: 11/04/2024] [Indexed: 12/20/2024]
Abstract
AIM This systematic review and meta-analysis investigate the added value of structured integration of Breast Imaging Reporting and Data System (BI-RADS) criteria using the Kaiser score (KS) to avoid unnecessary biopsies in BI-RADS 4 lesions. MATERIAL AND METHODS A systematic review and meta-analysis were conducted using predefined criteria. Eligible articles, published in English until May 2024, dealt with KS in the context of BI-RADS 4 MRI. Two reviewers extracted study characteristics, including true positives (TP), false positives (FP), true negatives (TN), and false negatives (FN). Sensitivity, specificity, negative likelihood ratio, and positive likelihood ratio were calculated using bivariate random effects. Fagan nomograms identified the maximum pre-test probability at which post-test probabilities of a negative MRI aligned with the 2% malignancy rate benchmark for downgrading BI-RADS 4 to BI-RADS 3. I² statistics and meta-regression explored sources of heterogeneity. p-values < 0.05 were considered significant. RESULTS Seven studies with 1877 lesions (833 malignant, 1044 benign) were included. The average breast cancer prevalence was 47.3%. Pooled sensitivity was 94.3% (95%-CI 88.9%-97.1%), and pooled specificity was 68.1% (95%-CI 56.6%-77.7%) using a random effects model. Overall, 52/833 cases were FNs (6.2%). Fagan nomograms showed that KS could rule out breast cancer in BI-RADS 4 lesions at a pre-test probability of 20.3% for all lesions, 25.4% for masses, and 15.2% for non-mass lesions. CONCLUSIONS In MRI-assessed BI-RADS 4 lesions, applying structured BI-RADS criteria with the KS reduces unnecessary biopsies by 70% with a 6.2% FN rate. Breast cancer can be ruled out up to pre-test probabilities of 20.3%. KEY POINTS Question What, if any, value is added by structured integration of BI-RADS criteria using the Kaiser Score (KS) to avoid unnecessary biopsies in BI-RADS 4 lesions? Findings The structured integration of BI-RADS criteria using the Kaiser Score (KS) reduces unnecessary biopsies in BI-RADS 4 lesions by 70%. Clinical relevance The structured approach offered by the Kaiser Score (KS) avoids unnecessary recalls, potentially reducing patient anxiety, lessening the burden on medical personnel, and the need for further imaging and biopsies due to more objective and thus efficient clinical decision-making in evaluating BI-RADS 4 lesions.
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Affiliation(s)
- Giulia Vatteroni
- Department of Biomedical Sciences, Humanitas University, Via R. Levi Montalcini 4, 20072, Milan, Pieve Emanuele, Italy
| | - Matthias Dietzel
- Department of Radiology, University Hospital Erlangen, Erlangen, Germany
| | - Pascal A T Baltzer
- Department of Biomedical Imaging and Image-guided Therapy, Division of General and Pediatric Radiology, Medical University of Vienna and General Hospital, Waehringer Guertel 18-20, 1090, Vienna, Austria.
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Feszak S, Feszak IJ, Kluźniak W, Wokołorczyk D, Stempa K, Gliniewicz K, Uciński J, Huzarski T, Dębniak T, Gronwald J, Lubiński J, Narod SA, Cybulski C. BRCA1 and BRCA2 Mutations in Polish Women with Ductal Carcinoma In Situ. Cancers (Basel) 2025; 17:613. [PMID: 40002208 PMCID: PMC11853394 DOI: 10.3390/cancers17040613] [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: 01/09/2025] [Revised: 02/04/2025] [Accepted: 02/10/2025] [Indexed: 02/27/2025] Open
Abstract
Background/Objectives: Ductal carcinoma in situ (DCIS) is the most common non-invasive form of breast cancer. It is not clear to what extent DCIS is a part of the hereditary breast/ovarian cancer syndrome caused by BRCA1/2 mutations. Therefore, we investigated the association of BRCA1/2 mutations in patients with DCIS and assessed their impact on survival. Methods: We studied 564 Polish women with DCIS for six alleles in BRCA1 (c.181T>G, c.5266dupC, c.4035delA, c.3700_3704del5, c.68_69del and c.5251C>T) and four in BRCA2 (c.658_659del, c.3847_3848del, c.5946del and c.7913_7917del). To investigate the association of BRCA1/2 founder mutations with DCIS risk, we tested 4702 controls as a reference. To analyze survival, mutation carriers were followed for an average of 110 months. Results: A BRCA1 mutation was present in seven (1.24%) cases and in twenty-two (0.47%) controls (OR = 3.27, 95%CI 1.36 to 7.87, p = 0.01). A BRCA2 mutation was present in eight (1.42%) cases versus six (0.13%) controls (OR = 11.3, 95%CI 3.9 to 32.6, p < 0.0001). Three of the fifteen cases with BRCA1/2 mutations developed invasive ipsilateral or contralateral breast cancer, on average 6 years from the diagnosis of DCIS. There were no deaths reported among the 15 mutation carriers with DCIS. Conclusions: DCIS is a part of the hereditary breast/ovarian cancer syndrome caused by BRCA1/2 mutations. Women with DCIS should receive genetic counseling and testing for BRCA1/2 mutations. BRCA1/2 mutations may predispose women to a better DCIS prognosis, but further studies are needed.
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Affiliation(s)
- Sylwia Feszak
- International Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University in Szczecin, 71-252 Szczecin, Poland; (I.J.F.); (W.K.); (D.W.); (K.S.); (K.G.); (J.U.); (T.H.); (T.D.); (J.G.); (J.L.)
- Department of Pediatrics, Pediatric Oncology, and Immunology, Pomeranian Medical University, 71-252 Szczecin, Poland
| | - Igor Jarosław Feszak
- International Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University in Szczecin, 71-252 Szczecin, Poland; (I.J.F.); (W.K.); (D.W.); (K.S.); (K.G.); (J.U.); (T.H.); (T.D.); (J.G.); (J.L.)
- Institute of Health Sciences, Pomeranian University in Słupsk, 76-200 Słupsk, Poland
| | - Wojciech Kluźniak
- International Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University in Szczecin, 71-252 Szczecin, Poland; (I.J.F.); (W.K.); (D.W.); (K.S.); (K.G.); (J.U.); (T.H.); (T.D.); (J.G.); (J.L.)
| | - Dominika Wokołorczyk
- International Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University in Szczecin, 71-252 Szczecin, Poland; (I.J.F.); (W.K.); (D.W.); (K.S.); (K.G.); (J.U.); (T.H.); (T.D.); (J.G.); (J.L.)
| | - Klaudia Stempa
- International Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University in Szczecin, 71-252 Szczecin, Poland; (I.J.F.); (W.K.); (D.W.); (K.S.); (K.G.); (J.U.); (T.H.); (T.D.); (J.G.); (J.L.)
| | - Katarzyna Gliniewicz
- International Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University in Szczecin, 71-252 Szczecin, Poland; (I.J.F.); (W.K.); (D.W.); (K.S.); (K.G.); (J.U.); (T.H.); (T.D.); (J.G.); (J.L.)
| | - Jan Uciński
- International Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University in Szczecin, 71-252 Szczecin, Poland; (I.J.F.); (W.K.); (D.W.); (K.S.); (K.G.); (J.U.); (T.H.); (T.D.); (J.G.); (J.L.)
| | - Tomasz Huzarski
- International Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University in Szczecin, 71-252 Szczecin, Poland; (I.J.F.); (W.K.); (D.W.); (K.S.); (K.G.); (J.U.); (T.H.); (T.D.); (J.G.); (J.L.)
- Department of Clinical Genetics and Pathology, University of Zielona Góra, 65-046 Zielona Góra, Poland
| | - Tadeusz Dębniak
- International Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University in Szczecin, 71-252 Szczecin, Poland; (I.J.F.); (W.K.); (D.W.); (K.S.); (K.G.); (J.U.); (T.H.); (T.D.); (J.G.); (J.L.)
| | - Jacek Gronwald
- International Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University in Szczecin, 71-252 Szczecin, Poland; (I.J.F.); (W.K.); (D.W.); (K.S.); (K.G.); (J.U.); (T.H.); (T.D.); (J.G.); (J.L.)
| | - Jan Lubiński
- International Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University in Szczecin, 71-252 Szczecin, Poland; (I.J.F.); (W.K.); (D.W.); (K.S.); (K.G.); (J.U.); (T.H.); (T.D.); (J.G.); (J.L.)
| | - Steven A. Narod
- Women’s College Research Institute, Women’s College Hospital, Toronto, ON M5S 1B2, Canada;
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON M5T 3M7, Canada
| | - Cezary Cybulski
- International Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University in Szczecin, 71-252 Szczecin, Poland; (I.J.F.); (W.K.); (D.W.); (K.S.); (K.G.); (J.U.); (T.H.); (T.D.); (J.G.); (J.L.)
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6
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Kanbayashi C, Iwata H. Update on the management of ductal carcinoma in situ of the breast: current approach and future perspectives. Jpn J Clin Oncol 2025; 55:4-11. [PMID: 39223698 PMCID: PMC11708230 DOI: 10.1093/jjco/hyae122] [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: 04/15/2024] [Accepted: 08/26/2024] [Indexed: 09/04/2024] Open
Abstract
The standard treatment for ductal carcinoma in situ became well established through the results of several valuable clinical trials, and its therapeutic benefits have now come to be taken for granted. Ductal carcinoma in situ has an extremely good prognosis with the current treatment approach, with a 10-year breast cancer-specific survival rate of 97-98%. According to one retrospective cohort study, the breast cancer-specific survival rate of patients with low-grade ductal carcinoma in situ does not differ significantly between patients undergoing and not undergoing surgery. Some patients with ductal carcinoma in situ are not at a risk of progression to invasive cancer, but the predictors of such progression have not yet been clearly identified. Therefore, the same therapeutic strategies have been used to treat ductal carcinoma in situ and under the assumption that they have risks of invasive breast cancer, and a well-balanced risk/benefit ratio in respect of treatment has not yet been achieved. Based on the results of several recent clinical trials aimed at ensuring provision of a well-balanced treatment for patients with ductal carcinoma in situ which carries a good prognosis, de-escalation of postoperative adjuvant therapy has now begun. Currently, not only is the optimization of postoperative adjuvant therapy accelerating, but also clinical trials to de-escalate basic surgical treatments are under way. There is a possibility of achieving individualized treatment for patients with ductal carcinoma in situ of the breast with reduced treatment intervention. In this review, we present an overview of the current treatment approaches and potential future management strategies for ductal carcinoma in situ of the breast.
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Affiliation(s)
- Chizuko Kanbayashi
- Department of Breast Oncology, Niigata Cancer Center Hospital, Niigata, Japan
| | - Hiroji Iwata
- Department of Medical Research and Developmental Strategy, Core Laboratory, Graduate School of Medical Sciences, Nagoya City University, Nagoya, Japan
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7
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Hulahan TS, Angel PM. From ductal carcinoma in situ to invasive breast cancer: the prognostic value of the extracellular microenvironment. J Exp Clin Cancer Res 2024; 43:329. [PMID: 39716322 DOI: 10.1186/s13046-024-03236-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Accepted: 11/19/2024] [Indexed: 12/25/2024] Open
Abstract
Ductal carcinoma in situ (DCIS) is a noninvasive breast disease that variably progresses to invasive breast cancer (IBC). Given the unpredictability of this progression, most DCIS patients are aggressively managed similar to IBC patients. Undoubtedly, this treatment paradigm places many DCIS patients at risk of overtreatment and its significant consequences. Historically, prognostic modeling has included the assessment of clinicopathological features and genomic markers. Although these provide valuable insights into tumor biology, they remain insufficient to predict which DCIS patients will progress to IBC. Contemporary work has begun to focus on the microenvironment surrounding the ductal cells for molecular patterns that might predict progression. In this review, extracellular microenvironment alterations occurring with the malignant transformation from DCIS to IBC are detailed. Not only do changes in collagen abundance, organization, and localization mediate the transition to IBC, but also the discrete post-translational regulation of collagen fibers is understood to promote invasion. Other extracellular matrix proteins, such as matrix metalloproteases, decorin, and tenascin C, have been characterized for their role in invasive transformation and further demonstrate the prognostic value of the extracellular matrix. Importantly, these extracellular matrix proteins influence immune cells and fibroblasts toward pro-tumorigenic phenotypes. Thus, the progressive changes in the extracellular microenvironment play a key role in invasion and provide promise for prognostic development.
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Affiliation(s)
- Taylor S Hulahan
- Department of Pharmacology and Immunology, Medical University of South Carolina, Charleston, SC, USA
| | - Peggi M Angel
- Department of Pharmacology and Immunology, Medical University of South Carolina, Charleston, SC, USA.
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8
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Debeljak M, Cho S, Downs BM, Considine M, Avin-McKelvey B, Wang Y, Perez PN, Grizzle WE, Hoadley KA, Lynch CF, Hernandez BY, van Diest PJ, Cozen W, Hamilton AS, Hawes D, Gabrielson E, Cimino-Mathews A, Florea LD, Cope L, Umbricht CB. Multimodal genome-wide survey of progressing and non-progressing breast ductal carcinoma in-situ. Breast Cancer Res 2024; 26:178. [PMID: 39633428 PMCID: PMC11616160 DOI: 10.1186/s13058-024-01927-1] [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: 08/16/2024] [Accepted: 11/18/2024] [Indexed: 12/07/2024] Open
Abstract
BACKGROUND Ductal carcinoma in-situ (DCIS) is a pre-invasive form of invasive breast cancer (IBC). Due to improved breast cancer screening, it now accounts for ~ 25% of all breast cancers. While the treatment success rates are over 90%, this comes at the cost of considerable morbidity, considering that the majority of DCIS never become invasive and our understanding of the molecular changes occurring in DCIS that predispose to invasive disease is limited. The aim of this study is to characterize molecular changes that occur in DCIS, with the goal of improving DCIS risk stratification. METHODS We identified and obtained a total of 197 breast tissue samples from 5 institutions (93 DCIS progressors, 93 DCIS non-progressors, and 11 adjacent normal breast tissues) that had at least 10-year follow-up. We isolated DNA and RNA from archival tissue blocks and characterized genome-wide mRNA expression, DNA methylation, DNA copy number variation, and RNA splicing variation. RESULTS We obtained all four genomic data sets in 122 of the 197 samples. Our intrinsic expression subtype-stratified analyses identified multiple molecular differences both between DCIS subtypes and between DCIS and IBC. While there was heterogeneity in molecular signatures and outcomes within intrinsic subtypes, several gene sets that differed significantly between progressing and non-progressing DCIS were identified by Gene Set Enrichment Analysis. CONCLUSION DCIS is a molecularly highly heterogenous disease with variable outcomes, and the molecular events determining DCIS disease progression remain poorly defined. Our genome-wide multi-omic survey documents DCIS-associated alterations and reveals molecular heterogeneity within the intrinsic DCIS subtypes. Further studies investigating intrinsic subtype-stratified characteristics and molecular signatures are needed to determine if these may be exploitable for risk assessment and mitigation of DCIS progression. The highly significant associations of specific gene sets with IBC progression revealed by our Gene Set Enrichment Analysis may lend themselves to the development of a prognostic molecular score, to be validated on independent DCIS cohorts.
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Affiliation(s)
- Marija Debeljak
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Soonweng Cho
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Bradley M Downs
- Institute for Nanobiotechnology, Johns Hopkins University, Baltimore, MD, USA
| | - Michael Considine
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | - Yongchun Wang
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Phillip N Perez
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - William E Grizzle
- Department of Pathology, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA
| | - Katherine A Hoadley
- Department of Genetics, Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Charles F Lynch
- Department of Epidemiology, College of Public Health, University of Iowa, Iowa City, IA, USA
| | - Brenda Y Hernandez
- Population Sciences in the Pacific-Program, University of Hawaii Cancer Research Center, Honolulu, HI, USA
| | - Paul J van Diest
- Department of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Wendy Cozen
- Department of Medicine, School of Medicine, Susan and Henry Samueli College of Health Sciences, University of California at Irvine, Irvine, CA, USA
| | - Ann S Hamilton
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Debra Hawes
- Department of Pathology and Laboratory Medicine, Keck School of Medicine, Children's Hospital Los Angeles, University of Southern California, Los Angeles, CA, USA
| | - Edward Gabrielson
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ashley Cimino-Mathews
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Liliana D Florea
- Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Leslie Cope
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Biostatistics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Christopher B Umbricht
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- The Johns Hopkins University School of Medicine, Ross Building, Room 743, 720 Rutland Ave, Baltimore, MD, 21205, USA.
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9
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Zhang H, Zhao T, Ding J, Wang Z, Cao N, Zhang S, Xie K, Sun J, Gao L, Li X, Ni X. Differentiation between invasive ductal carcinoma and ductal carcinoma in situ by combining intratumoral and peritumoral ultrasound radiomics. Biomed Eng Online 2024; 23:117. [PMID: 39574126 PMCID: PMC11580189 DOI: 10.1186/s12938-024-01315-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Accepted: 11/12/2024] [Indexed: 11/25/2024] Open
Abstract
BACKGROUND This study aimed to develop and validate an ultrasound radiomics model for distinguishing invasive ductal carcinoma (IDC) from ductal carcinoma in situ (DCIS) by combining intratumoral and peritumoral features. METHODS Retrospective analysis was performed on 454 patients from Chengzhong Hospital. The patients were randomly divided in accordance with a ratio of 8:2 into a training group (363 cases) and validation group (91 cases). In addition, 175 patients from Yanghu Hospital were used as the external test group. The peritumoral ranges were set to 2, 4, 6, 8, and 10 mm. Mann-Whitney U-test, recursive feature elimination, and a least absolute shrinkage and selection operator were used to in the dimension reduction of the radiomics features and clinical knowledge, and machine learning logistic regression classifiers were utilized to construct the diagnostic model. The area under the curve (AUC) of the receiver operating characteristics, accuracy, sensitivity, and specificity were used to evaluate the model performance. RESULTS By combining peritumoral features of different ranges, the AUC of the radiomics model was improved in the validation and test groups. In the validation group, the maximum increase in AUC was 9.7% (P = 0.031, AUC = 0.803) when the peritumoral range was 8 mm. Similarly, when the peritumoral range was only 8 mm in the test group, the maximum increase in AUC was 4.9% (P = 0.005, AUC = 0.770). In this study, the best prediction performance was achieved when the peritumoral range was only 8 mm. CONCLUSIONS The ultrasound-based radiomics model that combined intratumoral and peritumoral features exhibits good ability to distinguish between IDC and DCIS. The selection of peritumoral range size exerts an important effect on the prediction performance of the radiomics model.
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MESH Headings
- Humans
- Middle Aged
- Ultrasonography
- Carcinoma, Ductal, Breast/diagnostic imaging
- Carcinoma, Ductal, Breast/pathology
- Female
- Breast Neoplasms/diagnostic imaging
- Diagnosis, Differential
- Carcinoma, Intraductal, Noninfiltrating/diagnostic imaging
- Carcinoma, Intraductal, Noninfiltrating/pathology
- Retrospective Studies
- Image Processing, Computer-Assisted/methods
- Adult
- Aged
- Machine Learning
- Radiomics
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Affiliation(s)
- Heng Zhang
- Department of Radiotherapy Oncology, Changzhou No. 2 People's Hospital, Nanjing Medical University, Changzhou, China
- Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, China
- Medical Physics Research Center, Nanjing Medical University, Changzhou, China
- Key Laboratory of Medical Physics in Changzhou, Changzhou, China
| | - Tong Zhao
- Department of Ultrasound, Changzhou No.2 People's Hospital, Nanjing Medical University, Changzhou, China
| | - Jiangyi Ding
- Department of Radiotherapy Oncology, Changzhou No. 2 People's Hospital, Nanjing Medical University, Changzhou, China
- Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, China
- Medical Physics Research Center, Nanjing Medical University, Changzhou, China
- Key Laboratory of Medical Physics in Changzhou, Changzhou, China
| | - Ziyi Wang
- Department of Radiotherapy Oncology, Changzhou No. 2 People's Hospital, Nanjing Medical University, Changzhou, China
- Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, China
- Medical Physics Research Center, Nanjing Medical University, Changzhou, China
- Key Laboratory of Medical Physics in Changzhou, Changzhou, China
| | - Nannan Cao
- Department of Radiotherapy Oncology, Changzhou No. 2 People's Hospital, Nanjing Medical University, Changzhou, China
- Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, China
- Medical Physics Research Center, Nanjing Medical University, Changzhou, China
- Key Laboratory of Medical Physics in Changzhou, Changzhou, China
| | - Sai Zhang
- Department of Radiotherapy Oncology, Changzhou No. 2 People's Hospital, Nanjing Medical University, Changzhou, China
- Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, China
- Medical Physics Research Center, Nanjing Medical University, Changzhou, China
- Key Laboratory of Medical Physics in Changzhou, Changzhou, China
| | - Kai Xie
- Department of Radiotherapy Oncology, Changzhou No. 2 People's Hospital, Nanjing Medical University, Changzhou, China
- Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, China
- Medical Physics Research Center, Nanjing Medical University, Changzhou, China
- Key Laboratory of Medical Physics in Changzhou, Changzhou, China
| | - Jiawei Sun
- Department of Radiotherapy Oncology, Changzhou No. 2 People's Hospital, Nanjing Medical University, Changzhou, China
- Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, China
- Medical Physics Research Center, Nanjing Medical University, Changzhou, China
- Key Laboratory of Medical Physics in Changzhou, Changzhou, China
| | - Liugang Gao
- Department of Radiotherapy Oncology, Changzhou No. 2 People's Hospital, Nanjing Medical University, Changzhou, China
- Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, China
- Medical Physics Research Center, Nanjing Medical University, Changzhou, China
- Key Laboratory of Medical Physics in Changzhou, Changzhou, China
| | - Xiaoqin Li
- Department of Ultrasound, Changzhou No.2 People's Hospital, Nanjing Medical University, Changzhou, China
| | - Xinye Ni
- Department of Radiotherapy Oncology, Changzhou No. 2 People's Hospital, Nanjing Medical University, Changzhou, China.
- Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, China.
- Medical Physics Research Center, Nanjing Medical University, Changzhou, China.
- Key Laboratory of Medical Physics in Changzhou, Changzhou, China.
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10
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Chen Q, Campbell I, Elwood M, Cavadino A, Aye PS, Tin Tin S. Outcomes from low-risk ductal carcinoma in situ: a systematic review and meta-analysis. Breast Cancer Res Treat 2024; 208:237-251. [PMID: 39180592 PMCID: PMC11457553 DOI: 10.1007/s10549-024-07473-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: 04/29/2024] [Accepted: 08/20/2024] [Indexed: 08/26/2024]
Abstract
PURPOSE The current standard of treatment for ductal carcinoma in situ (DCIS) is surgery with or without adjuvant radiotherapy. With a growing debate about overdiagnosis and overtreatment of low-risk DCIS, active surveillance is being explored in several ongoing trials. We conducted a systematic review and meta-analysis to evaluate the recurrence of low-risk DCIS under various treatment approaches. METHODS PubMed, Embase, Web of Science, and Cochrane were searched for studies reporting ipsilateral breast tumour event (IBTE), contralateral breast cancer (CBC), and breast cancer-specific survival (BCSS) rates at 5 and 10 years in low-risk DCIS. The primary outcome was invasive IBTE (iIBTE) defined as invasive progression in the ipsilateral breast. RESULTS Thirty three eligible studies were identified, involving 47,696 women with low-risk DCIS. The pooled 5-year and 10-year iIBTE rates were 3.3% (95% confidence interval [CI]: 1.3, 8.1) and 5.9% (95% CI: 3.8, 9.0), respectively. The iIBTE rates were significantly lower in patients who underwent surgery compared to those who did not, at 5 years (3.5% vs. 9.0%, P = 0.003) and 10 years (6.4% vs. 22.7%, P = 0.008). Similarly, the 10-year BCSS rate was higher in the surgery group (96.0% vs. 99.6%, P = 0.010). In patients treated with breast-conserving surgery, additional radiotherapy significantly reduced IBTE risk, but not total-CBC risk. CONCLUSION This review showed a lower risk of progression and better survival in women who received surgery and additional RT for low-risk DCIS. However, our findings were primarily based on observational studies, and should be confirmed with the results from the ongoing trials.
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Affiliation(s)
- Qian Chen
- Faculty of Medical and Health Sciences, Department of Epidemiology and Biostatistics, University of Auckland, Auckland, New Zealand
| | - Ian Campbell
- Faculty of Medical and Health Sciences, Department of Surgery, University of Auckland, Auckland, New Zealand
| | - Mark Elwood
- Faculty of Medical and Health Sciences, Department of Epidemiology and Biostatistics, University of Auckland, Auckland, New Zealand
| | - Alana Cavadino
- Faculty of Medical and Health Sciences, Department of Epidemiology and Biostatistics, University of Auckland, Auckland, New Zealand
| | - Phyu Sin Aye
- Faculty of Medical and Health Sciences, Department of Pharmacology, University of Auckland, Auckland, New Zealand
| | - Sandar Tin Tin
- Faculty of Medical and Health Sciences, Department of Epidemiology and Biostatistics, University of Auckland, Auckland, New Zealand.
- Cancer Epidemiology Unit, Oxford Population Health, The University of Oxford, Oxford, UK.
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11
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McConnell AM, Chassé MH, Noonan HR, Mito JK, Barbano J, Weiskopf E, Gosselink IF, Prasad M, Yang S, Abarzua P, Lian CG, Murphy GF, Trapnell C, Zon LI. An attractor state zone precedes neural crest fate in melanoma initiation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.22.618007. [PMID: 39484503 PMCID: PMC11526944 DOI: 10.1101/2024.10.22.618007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/03/2024]
Abstract
The field cancerization theory suggests that a group of cells containing oncogenic mutations are predisposed to transformation1, 2. We previously identified single cells in BRAF V600E ;p53 -/- zebrafish that reactivate an embryonic neural crest state before initiating melanoma3-5. Here we show that single cells reactivate the neural crest fate from within large fields of adjacent abnormal melanocytes, which we term the "cancer precursor zone." These cancer precursor zone melanocytes have an aberrant morphology, dysplastic nuclei, and altered gene expression. Using single cell RNA-seq and ATAC-seq, we defined a distinct transcriptional cell attractor state for cancer precursor zones and validated the stage-specific gene expression initiation signatures in human melanoma. We identify the cancer precursor zone driver, ID1, which binds to TCF12 and inhibits downstream targets important for the maintenance of melanocyte morphology and cell cycle control. Examination of patient samples revealed precursor melanocytes expressing ID1, often surrounding invasive melanoma, indicating a role for ID1 in early melanomagenesis. This work reveals a surprising field effect of melanoma initiation in vivo in which tumors arise from within a zone of morphologically distinct, but clinically covert, precursors with altered transcriptional fate. Our studies identify novel targets that could improve early diagnosis and prevention of melanoma.
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Affiliation(s)
- Alicia M. McConnell
- Stem Cell Program and Division of Hematology/Oncology, Children’s Hospital Boston, Howard Hughes Medical Institute, Boston, MA 02115, USA
- Harvard Stem Cell Institute, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
| | - Maggie H. Chassé
- Stem Cell Program and Division of Hematology/Oncology, Children’s Hospital Boston, Howard Hughes Medical Institute, Boston, MA 02115, USA
- Harvard Stem Cell Institute, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
| | - Haley R. Noonan
- Stem Cell Program and Division of Hematology/Oncology, Children’s Hospital Boston, Howard Hughes Medical Institute, Boston, MA 02115, USA
- Harvard Stem Cell Institute, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
- Biological and Biomedical Sciences Program, Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Jeffrey K. Mito
- Stem Cell Program and Division of Hematology/Oncology, Children’s Hospital Boston, Howard Hughes Medical Institute, Boston, MA 02115, USA
- Harvard Stem Cell Institute, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA 02215, USA
| | - Julia Barbano
- Stem Cell Program and Division of Hematology/Oncology, Children’s Hospital Boston, Howard Hughes Medical Institute, Boston, MA 02115, USA
| | - Erika Weiskopf
- Stem Cell Program and Division of Hematology/Oncology, Children’s Hospital Boston, Howard Hughes Medical Institute, Boston, MA 02115, USA
| | - Irene F. Gosselink
- Stem Cell Program and Division of Hematology/Oncology, Children’s Hospital Boston, Howard Hughes Medical Institute, Boston, MA 02115, USA
| | - Meera Prasad
- Stem Cell Program and Division of Hematology/Oncology, Children’s Hospital Boston, Howard Hughes Medical Institute, Boston, MA 02115, USA
- Harvard Stem Cell Institute, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
| | - Song Yang
- Stem Cell Program and Division of Hematology/Oncology, Children’s Hospital Boston, Howard Hughes Medical Institute, Boston, MA 02115, USA
- Harvard Stem Cell Institute, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
| | - Phammela Abarzua
- Program in Dermatopathology, Department of Pathology, Brigham and Women’s Hospital, Boston, MA 02215, USA
| | - Christine G. Lian
- Program in Dermatopathology, Department of Pathology, Brigham and Women’s Hospital, Boston, MA 02215, USA
| | - George F. Murphy
- Program in Dermatopathology, Department of Pathology, Brigham and Women’s Hospital, Boston, MA 02215, USA
| | - Cole Trapnell
- Department of Genome Sciences, University of Washington, Seattle, WA, 98195, USA
| | - Leonard I. Zon
- Stem Cell Program and Division of Hematology/Oncology, Children’s Hospital Boston, Howard Hughes Medical Institute, Boston, MA 02115, USA
- Harvard Stem Cell Institute, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
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12
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Lorentzen EH, Chen YJ, Jin G, King TA, Mittendorf EA, Minami CA. Potential Overtreatment of DCIS in Patients with Limited Life Expectancy. Ann Surg Oncol 2024; 31:6812-6819. [PMID: 39031264 DOI: 10.1245/s10434-024-15894-6] [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: 06/27/2024] [Accepted: 07/11/2024] [Indexed: 07/22/2024]
Abstract
INTRODUCTION As the benefits of intensive locoregional therapy for ductal carcinoma in situ (DCIS) are realized over time in older adults, life expectancy may help to guide treatment decisions. We examined whether life expectancy was associated with extent of locoregional therapy in this population. PATIENTS AND METHODS Women ≥ 70 years old with < 5 cm of DCIS diagnosed 2010-2015 were identified in the Surveillance, Epidemiology, and End Results (SEER)-Medicare dataset and categorized by a life expectancy ≤ 5 or > 5 years, defined by a validated claims-based measure. Differences in locoregional therapy (mastectomy + axillary surgery, mastectomy-only, lumpectomy + radiation therapy (RT) + axillary surgery, lumpectomy + RT, lumpectomy-only, and no treatment) by life expectancy were assessed using Pearson chi-squared tests. Generalized linear mixed models were used to identify factors associated with receipt of lumpectomy-only. RESULTS Of 5346 women (median age of 75 years, range 70-97 years), 927 (17.3%) had a life expectancy ≤ 5 years. Of the 4041 patients who underwent lumpectomy, 710 (13.3%) underwent axillary surgery. More patients with life expectancy ≤ 5 years underwent lumpectomy-only (39.4% versus 27%), mastectomy-only (8.1% versus 5.3%), or no treatment (5.8% versus 3.2%; p < 0.001). On multivariable analysis, women with life expectancy ≤ 5 years had a significantly greater likelihood of undergoing lumpectomy-only [OR 1.90, 95% CI (1.63-2.22)]. CONCLUSIONS Life expectancy is associated with lower-intensity locoregional therapy for older women with DCIS, yet a large proportion of patients with a life expectancy ≤ 5 years received RT and axillary surgery, highlighting potential overtreatment and opportunities to de-escalate locoregional therapy in older adults.
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MESH Headings
- Humans
- Female
- Aged
- Life Expectancy
- Carcinoma, Intraductal, Noninfiltrating/therapy
- Carcinoma, Intraductal, Noninfiltrating/pathology
- Carcinoma, Intraductal, Noninfiltrating/mortality
- Carcinoma, Intraductal, Noninfiltrating/surgery
- Breast Neoplasms/therapy
- Breast Neoplasms/pathology
- Breast Neoplasms/mortality
- Breast Neoplasms/surgery
- Aged, 80 and over
- SEER Program
- Mastectomy, Segmental
- Medical Overuse/statistics & numerical data
- Follow-Up Studies
- Mastectomy/mortality
- Prognosis
- United States
- Survival Rate
- Axilla
- Combined Modality Therapy
- Medicare
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Affiliation(s)
- Eliza H Lorentzen
- Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA, USA
| | - Yu-Jen Chen
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA, USA
| | - Ginger Jin
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA, USA
| | - Tari A King
- Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA
- Breast Oncology Program, Dana-Farber/Brigham Cancer Center, Boston, MA, USA
| | - Elizabeth A Mittendorf
- Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA
- Breast Oncology Program, Dana-Farber/Brigham Cancer Center, Boston, MA, USA
| | - Christina A Minami
- Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA.
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA, USA.
- Breast Oncology Program, Dana-Farber/Brigham Cancer Center, Boston, MA, USA.
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13
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Rajeswaran T, Gojsevic M, Chan AW, Wong HCY, Lee SF, Bernard R, Marta GN, Pogoda K, Kwan JYY, Kuszaj O, Day M, Behroozian T, Bleiker EMA, Wong C, Kikawa Y, Tane K, Velikova G, Marcou Y, Bjelic-Radisic V, Karam I, Al-Khaifi M, Kennedy SKF, Chow E. Quality of life issues in patients with ductal carcinoma in situ: a systematic review. Support Care Cancer 2024; 32:695. [PMID: 39352516 DOI: 10.1007/s00520-024-08864-x] [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: 04/12/2024] [Accepted: 09/07/2024] [Indexed: 10/20/2024]
Abstract
PURPOSE Ductal carcinoma in situ (DCIS) of the breast is one of the most common pre-invasive cancers diagnosed in women. Quality of life (QoL) is extremely important to assess in studies including these patients due to the favorable prognosis of the disease. The primary objective of this systematic review was to compile a comprehensive list of QoL issues, all existing QoL assessment tools, and patient-reported outcome measures used to assess DCIS. METHODS A search was conducted on Ovid MEDLINE, EMBASE, and Cochrane Central Register of Controlled Trials databases from inception to August 2023, using keywords such as "ductal carcinoma in-situ", "quality of life", and "patient-reported outcomes." QoL issues and QoL tools in primary research studies were extracted. RESULTS A total of 67 articles identified issues pertaining to patients with DCIS spanning physical, functional, and psychosocial QoL domains. Physical and functional issues observed in patients included pain, fatigue, and impaired sexual functioning. Psychosocial issues such as anxiety, depression, and confusion about one's disease were also common. QoL tools included those that assessed general QoL, breast cancer-specific tools, and issue-specific questionnaires. CONCLUSION The current instruments available to assess QoL in patients with DCIS do not comprehensively capture the issues that are pertinent to patients. Thus, the modification of existing tools or the creation of a DCIS-specific QoL tool is recommended to ensure that future research will be sensitive towards challenges faced by patients with DCIS.
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Affiliation(s)
- Thenugaa Rajeswaran
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Milena Gojsevic
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Adrian Wai Chan
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
- Department of Clinical Oncology, Tuen Mun Hospital, Hospital Authority, Tuen Mun, Hong Kong
| | - Henry C Y Wong
- Department of Oncology, Princess Margaret Hospital, Hospital Authority, Kowloon, Hong Kong
| | - Shing Fung Lee
- Department of Clinical Oncology, Tuen Mun Hospital, Hospital Authority, Tuen Mun, Hong Kong
- Department of Radiation Oncology, National University Cancer Institute, National University Hospital, Singapore, Singapore
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Rhys Bernard
- Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | | | - Katarzyna Pogoda
- Department of Breast Cancer and Reconstructive Surgery, Maria Sklodowska-Curie National Research Institute of Oncology, Warsaw, Poland
| | - Jennifer Y Y Kwan
- Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Canada
- Department of Radiation Oncology, University of Toronto, Toronto, Canada
| | - Olivia Kuszaj
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Marley Day
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Tara Behroozian
- Michael G. DeGroote School of Medicine, McMaster University, Hamilton, ON, Canada
| | | | - Cindy Wong
- Union Oncology Centre, Kowloon, Hong Kong
| | - Yuichiro Kikawa
- Department of Breast Surgery, Kansai Medical University Hospital, Hirakata, Japan
| | - Kaori Tane
- Department of Breast Surgery, Hyogo Cancer Center, Hyogo, Japan
| | - Galina Velikova
- Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK
- Leeds Cancer Centre, St James's University Hospital, Leeds, UK
| | - Yiola Marcou
- Department of Medical Oncology, Bank of Cyprus Oncology Centre, Nicosia, Cyprus
| | - Vesna Bjelic-Radisic
- Breast Unit, Helios University Hospital Wuppertal, University Witten-Herdecke, Wuppertal, Germany
| | - Irene Karam
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
- Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Canada
| | - Muna Al-Khaifi
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Samantha K F Kennedy
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Edward Chow
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada.
- Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Canada.
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14
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Qin X, Strand SH, Lee MR, Saraswathibhatla A, van IJzendoorn DGP, Zhu C, Vennam S, Varma S, Hall A, Factor RE, King L, Simpson L, Luo X, Colditz GA, Jiang S, Chaudhuri O, Hwang ES, Marks JR, Owzar K, West RB. Single Cell Expression Analysis of Ductal Carcinoma in Situ Identifies Complex Genotypic-Phenotypic Relationships Altering Epithelial Composition. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.10.10.561724. [PMID: 39386437 PMCID: PMC11463646 DOI: 10.1101/2023.10.10.561724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/12/2024]
Abstract
To identify mechanisms underlying the growth of ductal carcinoma in situ (DCIS) and properties that lead to progression to invasive cancer, we performed single-cell RNA-sequencing (scRNA-seq) on DCIS lesions and matched synchronous normal breast tissue. Using inferred copy number variations (CNV), we identified neoplastic epithelial cells from the clinical specimens which contained a mixture of DCIS and normal ducts. Phylogenetic analysis based on the CNVs demonstrated intratumoral clonal heterogeneity was associated with significant gene expression differences. We also classified epithelial cells into mammary cell states and found that individual genetic clones contained a mixture of cell states suggesting an ongoing pattern of differentiation after neoplastic transformation. Cell state proportions were significantly different based on estrogen receptor (ER) expression with ER-DCIS more closely resembling the distribution in the normal breast, particularly with respect to cells with basal characteristics. Using deconvolution from bulk RNA-seq in archival DCIS specimens, we show that specific alterations in cell state proportions are associated with progression to invasive cancer. Loss of an intact basement membrane (BM) is the functional definition of invasive breast cancer (IBC) and scRNA-seq data demonstrated that ongoing transcription of key BM genes occurs in specific subsets of epithelial cell states. Examining BM in archival microinvasive breast cancers and an in vitro model of invasion, we found that passive loss of BM gene expression due to cell state proportion alterations is associated with loss of the structural integrity of the duct leading to an invasive phenotype. Our analyses provide detailed insight into DCIS biology. SIGNIFICANCE Single cell analysis reveals that preinvasive breast cancer is comprised of multiple genetic clones and there is substantial phenotypic diversity both within and between these clones. Ductal carcinoma in situ (DCIS) of the breast is a non-invasive condition commonly identified through mammographic screening. A primary diagnosis of DCIS carries little mortality risk on its own, but its presence is a risk factor for subsequent clonally related invasive breast cancer (IBC) (1-5).
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15
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Mori N, Murata T, Matsuda M. Ultrafast dynamic contrast-enhanced magnetic resonance imaging in distinguishing benign from malignant nonmass enhancement and excluding lesions that do not require treatment. Br J Radiol 2024; 97:1588-1589. [PMID: 38944028 PMCID: PMC11332669 DOI: 10.1093/bjr/tqae127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Accepted: 05/13/2024] [Indexed: 07/01/2024] Open
Affiliation(s)
- Naoko Mori
- Department of Radiology, Akita University Graduate School of Medicine, Akita 010-8543, Japan
| | - Toshiki Murata
- Department of Radiology, Akita University Graduate School of Medicine, Akita 010-8543, Japan
| | - Masazumi Matsuda
- Department of Radiology, Akita University Graduate School of Medicine, Akita 010-8543, Japan
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16
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Wong CJW, Md Nasir ND, Koh VCY, Campbell F, Fox S, Lakhani SR, Myles N, Yip G, Colling R, Cree IA, Lokuhetty D, Tan PH. Mapping the cited evidence of ductal carcinoma in situ from the 5th edition of the World Health Organisation classification of tumours of the breast. Histopathology 2024; 85:510-520. [PMID: 39030792 DOI: 10.1111/his.15279] [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: 03/23/2024] [Revised: 06/10/2024] [Accepted: 06/22/2024] [Indexed: 07/22/2024]
Abstract
AIMS Ductal carcinoma in situ (DCIS) is recognised by the World Health Organisation (WHO) Classification of Tumours (WCT) as a non-invasive neoplastic epithelial proliferation confined to the mammary ducts and lobules. This report categorises the references cited in the DCIS chapter of the 5th edition of the WCT (Breast Tumours) according to prevailing evidence levels for evidence-based medicine and the Hierarchy of Evidence for Tumour Pathology (HETP), identifying potential gaps that can inform subsequent editions of the WCT for this tumour. METHODS AND RESULTS We included all citations from the DCIS chapter of the WCT (Breast Tumours, 5th edition). Each citation was appraised according to its study design and evidence level. We developed our map of cited evidence, which is a graphical matrix of tumour type (column) and tumour descriptors (rows). Spheres were used to represent the evidence, with size and colour corresponding to their number and evidence level respectively. Thirty-six publications were retrieved. The cited literature in the DCIS chapter comprised mainly case series and were regarded as low-level. We found an unequal distribution of citations among tumour descriptors. 'Pathogenesis' and 'prognosis and prediction' contained the most references, while 'clinical features', 'aetiology' and 'diagnostic molecular pathology' had only a single citation each. 'Prognosis and prediction' had the greatest proportion of moderate- and high-levels of evidence. CONCLUSION Our findings align with the disposition for observational studies inherent in the field of pathology. Our map is a springboard for future efforts in mapping all available evidence on DCIS, potentially augmenting the editorial process and future editions of WCTs.
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Affiliation(s)
| | | | - Valerie Cui Yun Koh
- Department of Anatomical Pathology, Singapore General Hospital, Singapore, Singapore
| | - Fiona Campbell
- Population Health Sciences Institute, Newcastle University, Newcastle Upon Tyne, UK
| | - Stephen Fox
- Department of Pathology, Peter MacCallum Cancer Centre and Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
| | - Sunil R Lakhani
- University of Queensland Centre for Clinical Research and Pathology Queensland, Brisbane, QLD, Australia
| | - Nickolas Myles
- International Agency for Research on Cancer (IARC), World Health Organisation, Lyon, France
| | - George Yip
- Department of Anatomy, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Richard Colling
- Nuffield Department of Surgical Sciences, University of Oxford, John Radcliffe Hospital, Oxford, UK
- Department of Cellular Pathology, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Ian A Cree
- International Agency for Research on Cancer (IARC), World Health Organisation, Lyon, France
| | - Dilani Lokuhetty
- International Agency for Research on Cancer (IARC), World Health Organisation, Lyon, France
| | - Puay Hoon Tan
- Department of Anatomy, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Luma Medical Centre, Singapore, Singapore
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17
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Greenwood HI, Maldonado Rodas CK, Freimanis RI, Glencer AC, Miller PN, Mukhtar RA, Brabham C, Yau C, Rosenbluth JM, Hirst GL, Campbell MJ, Borowsky A, Hylton N, Esserman LJ, Basu A. Magnetic resonance imaging insights from active surveillance of women with ductal carcinoma in situ. NPJ Breast Cancer 2024; 10:71. [PMID: 39098868 PMCID: PMC11298531 DOI: 10.1038/s41523-024-00677-9] [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: 03/19/2024] [Accepted: 07/18/2024] [Indexed: 08/06/2024] Open
Abstract
New approaches are needed to determine which ductal carcinoma in situ (DCIS) is at high risk for progression to invasive ductal carcinoma (IDC). We retrospectively studied DCIS patients who declined surgery (2002-2019), and received endocrine therapy (ET) and breast MRI. Baseline MRI and changes at 3 months and 6 months were analyzed by recursive partitioning to stratify IDC risk. Sixty-two patients (63 DCIS; 1 bilateral) with a mean follow-up of 8.5 years were included. Fifty-one percent remained on active surveillance (AS) without evidence of IDC, with a mean duration of 7.6 years. A decision tree based on MRI features of lesion distinctness and background parenchymal enhancement (BPE) at baseline and change after 3 months of ET stratified patients into low, intermediate, and high risk for progression to IDC. MRI imaging features in patients treated with ET and undergoing AS, may help determine which DCIS lesions are at low versus high risk for IDC.
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Affiliation(s)
- Heather I Greenwood
- University of California San Francisco Department of Radiology, San Francisco, CA, USA
| | | | - Rita I Freimanis
- University of California San Francisco Department of Radiology, San Francisco, CA, USA
| | - Alexa C Glencer
- University of California San Francisco Department of Surgery, San Francisco, CA, USA
| | - Phoebe N Miller
- University of California San Francisco Department of Surgery, San Francisco, CA, USA
| | - Rita A Mukhtar
- University of California San Francisco Department of Surgery, San Francisco, CA, USA
| | | | - Christina Yau
- University of California San Francisco Department of Surgery, San Francisco, CA, USA
| | - Jennifer M Rosenbluth
- University of California San Francisco Department of Medicine, San Francisco, CA, USA
| | - Gillian L Hirst
- University of California San Francisco Department of Surgery, San Francisco, CA, USA
| | - Michael J Campbell
- University of California San Francisco Department of Surgery, San Francisco, CA, USA
| | - Alexander Borowsky
- University of California Davis Department of Pathology, Sacramento, CA, USA
| | - Nola Hylton
- University of California San Francisco Department of Radiology, San Francisco, CA, USA
| | - Laura J Esserman
- University of California San Francisco Department of Surgery, San Francisco, CA, USA.
| | - Amrita Basu
- University of California San Francisco Department of Surgery, San Francisco, CA, USA
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18
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Grimm LJ. Radiology for Ductal Carcinoma In Situ of the Breast: Updates on Invasive Cancer Progression and Active Monitoring. Korean J Radiol 2024; 25:698-705. [PMID: 39028009 PMCID: PMC11306010 DOI: 10.3348/kjr.2024.0117] [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: 01/31/2024] [Revised: 04/17/2024] [Accepted: 04/30/2024] [Indexed: 07/20/2024] Open
Abstract
Ductal carcinoma in situ (DCIS) accounts for approximately 30% of new breast cancer diagnoses. However, our understanding of how normal breast tissue evolves into DCIS and invasive cancers remains insufficient. Further, conclusions regarding the mechanisms of disease progression in terms of histopathology, genetics, and radiology are often conflicting and have implications for treatment planning. Moreover, the increase in DCIS diagnoses since the adoption of organized breast cancer screening programs has raised concerns about overdiagnosis and subsequent overtreatment. Active monitoring, a nonsurgical management strategy for DCIS, avoids surgery in favor of close imaging follow-up to de-escalate therapy and provides more treatment options. However, the two major challenges in active monitoring are identifying occult invasive cancer and patients at risk of invasive cancer progression. Subsequently, four prospective active monitoring trials are ongoing to determine the feasibility of active monitoring and refine the patient eligibility criteria and follow-up intervals. Radiologists play a major role in determining eligibility for active monitoring and reviewing surveillance images for disease progression. Trial results published over the next few years would support a new era of multidisciplinary DCIS care.
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Affiliation(s)
- Lars J Grimm
- Department of Radiology, Duke University, Duke University Medical Center, Durham, NC, USA.
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19
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Treekitkarnmongkol W, Shah V, Kai K, Katayama H, Wong J, Ladha FA, Nguyen T, Menegaz B, Lu W, Yang F, Mino B, Tang X, Gagea M, Batra H, Raso MG, Wistuba II, Krishnamurthy S, Pinder SE, Sawyer EJ, Thompson AM, Sen S. Epigenetic activation of SOX11 is associated with recurrence and progression of ductal carcinoma in situ to invasive breast cancer. Br J Cancer 2024; 131:171-183. [PMID: 38760444 PMCID: PMC11231151 DOI: 10.1038/s41416-024-02697-5] [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: 05/26/2023] [Revised: 03/26/2024] [Accepted: 04/15/2024] [Indexed: 05/19/2024] Open
Abstract
BACKGROUND Risk of recurrence and progression of ductal carcinoma in situ (DCIS) to invasive cancer remains uncertain, emphasizing the need for developing predictive biomarkers of aggressive DCIS. METHODS Human cell lines and mouse models of disease progression were analyzed for candidate risk predictive biomarkers identified and validated in two independent DCIS cohorts. RESULTS RNA profiling of normal mammary and DCIS tissues (n = 48) revealed that elevated SOX11 expression correlates with MKI67, EZH2, and DCIS recurrence score. The 21T human cell line model of DCIS progression to invasive cancer and two mouse models developing mammary intraepithelial neoplasia confirmed the findings. AKT activation correlated with chromatin accessibility and EZH2 enrichment upregulating SOX11 expression. AKT and HER2 inhibitors decreased SOX11 expression along with diminished mammosphere formation. SOX11 was upregulated in HER2+ and basal-like subtypes (P < 0.001). Longitudinal DCIS cohort (n = 194) revealed shorter recurrence-free survival in SOX11+ than SOX11- patients (P = 0.0056 in all DCIS; P < 0.0001 in HER2+ subtype) associated with increased risk of ipsilateral breast event/IBE (HR = 1.9, 95%CI = 1.2-2.9; P = 0.003). DISCUSSION Epigenetic activation of SOX11 drives recurrence of DCIS and progression to invasive cancer, suggesting SOX11 as a predictive biomarker of IBE.
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MESH Headings
- Humans
- Female
- Breast Neoplasms/genetics
- Breast Neoplasms/pathology
- Breast Neoplasms/metabolism
- Animals
- Carcinoma, Intraductal, Noninfiltrating/genetics
- Carcinoma, Intraductal, Noninfiltrating/pathology
- Carcinoma, Intraductal, Noninfiltrating/metabolism
- SOXC Transcription Factors/genetics
- SOXC Transcription Factors/metabolism
- Mice
- Disease Progression
- Neoplasm Recurrence, Local/genetics
- Neoplasm Recurrence, Local/pathology
- Epigenesis, Genetic
- Cell Line, Tumor
- Neoplasm Invasiveness
- Biomarkers, Tumor/genetics
- Biomarkers, Tumor/metabolism
- Gene Expression Regulation, Neoplastic
- Receptor, ErbB-2/genetics
- Receptor, ErbB-2/metabolism
- Enhancer of Zeste Homolog 2 Protein/genetics
- Enhancer of Zeste Homolog 2 Protein/metabolism
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Affiliation(s)
- Warapen Treekitkarnmongkol
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Vandna Shah
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy's Cancer Centre, King's College London, London, UK
| | - Kazuharu Kai
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Hiroshi Katayama
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Justin Wong
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Farah A Ladha
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Tristian Nguyen
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Brian Menegaz
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Wei Lu
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Fei Yang
- Department of Anatomic Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Barbara Mino
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ximing Tang
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Mihai Gagea
- Department of Veterinary Medicine & Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Harsh Batra
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Maria Gabriela Raso
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ignacio I Wistuba
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Savitri Krishnamurthy
- Department of Anatomic Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sarah E Pinder
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy's Cancer Centre, King's College London, London, UK
| | - Elinor J Sawyer
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy's Cancer Centre, King's College London, London, UK
| | - Alastair M Thompson
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA.
| | - Subrata Sen
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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20
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Rajan KK, Nijveldt JJ, Verheijen S, Siesling S, Beek MA, Francken AB. Adherence to guideline recommendations for follow-up in patients with DCIS at a large teaching hospital in the Netherlands. Breast Cancer Res Treat 2024:10.1007/s10549-024-07391-x. [PMID: 38874687 DOI: 10.1007/s10549-024-07391-x] [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: 01/18/2024] [Accepted: 05/30/2024] [Indexed: 06/15/2024]
Abstract
PURPOSE Ductal-carcinoma in situ (DCIS) is a pre-invasive form of breast cancer with good prognosis. Follow-up guidelines in the Netherlands are currently the same as for invasive breast cancer. Due to fear of invasive breast cancer or recurrence, it is hypothesized that follow-up for DCIS after treatment is more intense in practice resulting in potentially unnecessary high costs. This study investigates the follow-up in practice for patients with DCIS compared to the recommendations in order to inform clinicians and policy makers how to utilize these guidelines. METHODS Patients diagnosed with pure DCIS between 2004 and 2014 were followed up until 2018. Information on duration and frequency of follow-up visits, reasons and decision makers for shortening, and prolonging follow-up was collected. Prolonged follow-up was defined as deviation from the Dutch guideline: more than 5 years of follow-up and older than 60 years. RESULTS Of the 227 patients the mean number of visits per year was 1.4 and mean years of follow-up was 6.0. Thirty-three percent had prolonged follow-up and 26% shorter follow-up than recommended. A majority (78%) of decision for prolonged follow-up was being made by clinicians. CONCLUSION Follow-up duration is in almost half of patients with DCIS according to guidelines and with most prolonged follow-up only up to a year longer than recommended. In most cases suspicious findings and the timing of the population screening program appeared to cause prolonged follow-up. If accepted by patients and clinicians, future DCIS specific guidelines should address these reasons and tailor to the individual risks.
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Affiliation(s)
- K K Rajan
- Department of Surgical Oncology, Isala Zwolle, Zwolle, The Netherlands.
| | - J J Nijveldt
- Department of Surgical Oncology, Isala Zwolle, Zwolle, The Netherlands
| | - S Verheijen
- Department of Surgical Oncology, Isala Zwolle, Zwolle, The Netherlands
| | - S Siesling
- Section of Health Technology and Services Research, Technical Medical Centre, University of Twente, Enschede, The Netherlands
- Department of Research and Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, The Netherlands
| | - M A Beek
- Department of Surgical Oncology, Isala Zwolle, Zwolle, The Netherlands
| | - A B Francken
- Department of Surgical Oncology, Isala Zwolle, Zwolle, The Netherlands
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21
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Han X, Liu Y, Zhang S, Li L, Zheng L, Qiu L, Chen J, Zhan Z, Wang S, Ma J, Kang D, Chen J. Improving the diagnosis of ductal carcinoma in situ with microinvasion without immunohistochemistry: An innovative method with H&E-stained and multiphoton microscopy images. Int J Cancer 2024; 154:1802-1813. [PMID: 38268429 DOI: 10.1002/ijc.34855] [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: 09/01/2023] [Revised: 12/12/2023] [Accepted: 12/21/2023] [Indexed: 01/26/2024]
Abstract
Ductal carcinoma in situ with microinvasion (DCISM) is a challenging subtype of breast cancer with controversial invasiveness and prognosis. Accurate diagnosis of DCISM from ductal carcinoma in situ (DCIS) is crucial for optimal treatment and improved clinical outcomes. However, there are often some suspicious small cancer nests in DCIS, and it is difficult to diagnose the presence of intact myoepithelium by conventional hematoxylin and eosin (H&E) stained images. Although a variety of biomarkers are available for immunohistochemical (IHC) staining of myoepithelial cells, no single biomarker is consistently sensitive to all tumor lesions. Here, we introduced a new diagnostic method that provides rapid and accurate diagnosis of DCISM using multiphoton microscopy (MPM). Suspicious foci in H&E-stained images were labeled as regions of interest (ROIs), and the nuclei within these ROIs were segmented using a deep learning model. MPM was used to capture images of the ROIs in H&E-stained sections. The intensity of two-photon excitation fluorescence (TPEF) in the myoepithelium was significantly different from that in tumor parenchyma and tumor stroma. Through the use of MPM, the myoepithelium and basement membrane can be easily observed via TPEF and second-harmonic generation (SHG), respectively. By fusing the nuclei in H&E-stained images with MPM images, DCISM can be differentiated from suspicious small cancer clusters in DCIS. The proposed method demonstrated good consistency with the cytokeratin 5/6 (CK5/6) myoepithelial staining method (kappa coefficient = 0.818).
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Affiliation(s)
- Xiahui Han
- Key Laboratory of OptoElectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory of Photonics Technology, Fujian Normal University, Fuzhou, China
| | - Yulan Liu
- Key Laboratory of OptoElectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory of Photonics Technology, Fujian Normal University, Fuzhou, China
| | - Shichao Zhang
- Key Laboratory of OptoElectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory of Photonics Technology, Fujian Normal University, Fuzhou, China
| | - Lianhuang Li
- Key Laboratory of OptoElectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory of Photonics Technology, Fujian Normal University, Fuzhou, China
| | - Liqin Zheng
- Key Laboratory of OptoElectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory of Photonics Technology, Fujian Normal University, Fuzhou, China
| | - Lida Qiu
- College of Physics and Electronic Information Engineering, Minjiang University, Fuzhou, China
| | - Jianhua Chen
- Key Laboratory of OptoElectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory of Photonics Technology, Fujian Normal University, Fuzhou, China
- College of Life Science, Fujian Normal University, Fuzhou, China
| | - Zhenlin Zhan
- Key Laboratory of OptoElectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory of Photonics Technology, Fujian Normal University, Fuzhou, China
| | - Shu Wang
- College of Mechanical Engineering and Automation, Fuzhou University, Fuzhou, China
| | - Jianli Ma
- Department of Radiation Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Deyong Kang
- Department of Pathology, Fujian Medical University Union Hospital, Fuzhou, China
| | - Jianxin Chen
- Key Laboratory of OptoElectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory of Photonics Technology, Fujian Normal University, Fuzhou, China
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22
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Shamir SB, Sasson AL, Margolies LR, Mendelson DS. New Frontiers in Breast Cancer Imaging: The Rise of AI. Bioengineering (Basel) 2024; 11:451. [PMID: 38790318 PMCID: PMC11117903 DOI: 10.3390/bioengineering11050451] [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: 03/21/2024] [Revised: 04/18/2024] [Accepted: 04/26/2024] [Indexed: 05/26/2024] Open
Abstract
Artificial intelligence (AI) has been implemented in multiple fields of medicine to assist in the diagnosis and treatment of patients. AI implementation in radiology, more specifically for breast imaging, has advanced considerably. Breast cancer is one of the most important causes of cancer mortality among women, and there has been increased attention towards creating more efficacious methods for breast cancer detection utilizing AI to improve radiologist accuracy and efficiency to meet the increasing demand of our patients. AI can be applied to imaging studies to improve image quality, increase interpretation accuracy, and improve time efficiency and cost efficiency. AI applied to mammography, ultrasound, and MRI allows for improved cancer detection and diagnosis while decreasing intra- and interobserver variability. The synergistic effect between a radiologist and AI has the potential to improve patient care in underserved populations with the intention of providing quality and equitable care for all. Additionally, AI has allowed for improved risk stratification. Further, AI application can have treatment implications as well by identifying upstage risk of ductal carcinoma in situ (DCIS) to invasive carcinoma and by better predicting individualized patient response to neoadjuvant chemotherapy. AI has potential for advancement in pre-operative 3-dimensional models of the breast as well as improved viability of reconstructive grafts.
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Affiliation(s)
- Stephanie B. Shamir
- Department of Diagnostic, Molecular and Interventional Radiology, The Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Pl, New York, NY 10029, USA
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23
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Chang J, Saraswathibhatla A, Song Z, Varma S, Sanchez C, Alyafei NHK, Indana D, Slyman R, Srivastava S, Liu K, Bassik MC, Marinkovich MP, Hodgson L, Shenoy V, West RB, Chaudhuri O. Cell volume expansion and local contractility drive collective invasion of the basement membrane in breast cancer. NATURE MATERIALS 2024; 23:711-722. [PMID: 37957268 PMCID: PMC11185842 DOI: 10.1038/s41563-023-01716-9] [Citation(s) in RCA: 23] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Accepted: 10/05/2023] [Indexed: 11/15/2023]
Abstract
Breast cancer becomes invasive when carcinoma cells invade through the basement membrane (BM)-a nanoporous layer of matrix that physically separates the primary tumour from the stroma. Single cells can invade through nanoporous three-dimensional matrices due to protease-mediated degradation or force-mediated widening of pores via invadopodial protrusions. However, how multiple cells collectively invade through the physiological BM, as they do during breast cancer progression, remains unclear. Here we developed a three-dimensional in vitro model of collective invasion of the BM during breast cancer. We show that cells utilize both proteases and forces-but not invadopodia-to breach the BM. Forces are generated from a combination of global cell volume expansion, which stretches the BM, and local contractile forces that act in the plane of the BM to breach it, allowing invasion. These results uncover a mechanism by which cells collectively interact to overcome a critical barrier to metastasis.
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Affiliation(s)
- Julie Chang
- Department of Bioengineering, Stanford University, Stanford, CA, USA
| | | | - Zhaoqiang Song
- Center for Engineering Mechanobiology, University of Pennsylvania, Philadelphia, PA, USA
- Department of Materials Science and Engineering, University of Pennsylvania, Philadelphia, PA, USA
| | - Sushama Varma
- Department of Pathology, Stanford University Medical Center, Palo Alto, CA, USA
| | - Colline Sanchez
- Department of Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, NY, USA
- Gruss-Lipper Biophotonics Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | | | - Dhiraj Indana
- Department of Mechanical Engineering, Stanford University, Stanford, CA, USA
| | - Raleigh Slyman
- Department of Mechanical Engineering, Stanford University, Stanford, CA, USA
| | - Sucheta Srivastava
- Department of Pathology, Stanford University Medical Center, Palo Alto, CA, USA
| | - Katherine Liu
- Department of Genetics, Stanford University Medical Center, Palo Alto, CA, USA
| | - Michael C Bassik
- Department of Genetics, Stanford University Medical Center, Palo Alto, CA, USA
| | - M Peter Marinkovich
- Department of Dermatology, Stanford University School of Medicine, Stanford, CA, USA
- Dermatology Service, VA Medical Center, Palo Alto, CA, USA
| | - Louis Hodgson
- Department of Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, NY, USA
- Gruss-Lipper Biophotonics Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Vivek Shenoy
- Center for Engineering Mechanobiology, University of Pennsylvania, Philadelphia, PA, USA
- Department of Materials Science and Engineering, University of Pennsylvania, Philadelphia, PA, USA
| | - Robert B West
- Department of Pathology, Stanford University Medical Center, Palo Alto, CA, USA
| | - Ovijit Chaudhuri
- Department of Mechanical Engineering, Stanford University, Stanford, CA, USA.
- Chemistry, Engineering, and Medicine for Human Health (ChEM-H), Stanford University, Stanford, CA, USA.
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24
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Bae SJ, Kook Y, Jang JS, Baek SH, Moon S, Kim JH, Lee SE, Kim MJ, Ahn SG, Jeong J. Selective omission of sentinel lymph node biopsy in mastectomy for ductal carcinoma in situ: identifying eligible candidates. Breast Cancer Res 2024; 26:65. [PMID: 38609935 PMCID: PMC11015583 DOI: 10.1186/s13058-024-01816-7] [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: 10/28/2023] [Accepted: 03/26/2024] [Indexed: 04/14/2024] Open
Abstract
BACKGROUND Sentinel lymph node biopsy (SLNB) is recommended for patients with ductal carcinoma in situ (DCIS) undergoing mastectomy, given the concerns regarding upstaging and technical difficulties of post-mastectomy SLNB. However, this may lead to potential overtreatment, considering favorable prognosis and de-escalation trends in DCIS. Data regarding upstaging and axillary lymph node metastasis among these patients remain limited. METHODS We retrospectively reviewed patients with DCIS who underwent mastectomy with SLNB or axillary lymph node dissection at Gangnam Severance Hospital between January 2010 and December 2021. To explore the feasibility of omitting SLNB, we assessed the rates of DCIS upgraded to invasive carcinoma and axillary lymph node metastasis. Binary Cox regression analysis was performed to identify clinicopathologic factors associated with upstaging and axillary lymph node metastasis. RESULTS Among 385 patients, 164 (42.6%) experienced an invasive carcinoma upgrade: microinvasion, pT1, and pT2 were confirmed in 53 (13.8%), 97 (25.2%), and 14 (3.6%) patients, respectively. Seventeen (4.4%) patients had axillary lymph node metastasis. Multivariable analysis identified age ≤ 50 years (adjusted odds ratio [OR], 12.73; 95% confidence interval [CI], 1.18-137.51; p = 0.036) and suspicious axillary lymph nodes on radiologic evaluation (adjusted OR, 9.31; 95% CI, 2.06-41.99; p = 0.004) as independent factors associated with axillary lymph node metastasis. Among patients aged > 50 years and/or no suspicious axillary lymph nodes, only 1.7-2.3%) experienced axillary lymph node metastasis. CONCLUSIONS Although underestimation of the invasive component was relatively high among patients with DCIS undergoing mastectomy, axillary lymph node metastasis was rare. Our findings suggest that omitting SLNB may be feasible for patients over 50 and/or without suspicious axillary lymph nodes on radiologic evaluation.
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Affiliation(s)
- Soong June Bae
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Yoonwon Kook
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Ji Soo Jang
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Seung Ho Baek
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Sohyun Moon
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jung Hyun Kim
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Seung Eun Lee
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Min Ji Kim
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Sung Gwe Ahn
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Joon Jeong
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea.
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea.
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Wang J, Li B, Luo M, Huang J, Zhang K, Zheng S, Zhang S, Zhou J. Progression from ductal carcinoma in situ to invasive breast cancer: molecular features and clinical significance. Signal Transduct Target Ther 2024; 9:83. [PMID: 38570490 PMCID: PMC10991592 DOI: 10.1038/s41392-024-01779-3] [Citation(s) in RCA: 23] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 02/14/2024] [Accepted: 02/26/2024] [Indexed: 04/05/2024] Open
Abstract
Ductal carcinoma in situ (DCIS) represents pre-invasive breast carcinoma. In untreated cases, 25-60% DCIS progress to invasive ductal carcinoma (IDC). The challenge lies in distinguishing between non-progressive and progressive DCIS, often resulting in over- or under-treatment in many cases. With increasing screen-detected DCIS in these years, the nature of DCIS has aroused worldwide attention. A deeper understanding of the biological nature of DCIS and the molecular journey of the DCIS-IDC transition is crucial for more effective clinical management. Here, we reviewed the key signaling pathways in breast cancer that may contribute to DCIS initiation and progression. We also explored the molecular features of DCIS and IDC, shedding light on the progression of DCIS through both inherent changes within tumor cells and alterations in the tumor microenvironment. In addition, valuable research tools utilized in studying DCIS including preclinical models and newer advanced technologies such as single-cell sequencing, spatial transcriptomics and artificial intelligence, have been systematically summarized. Further, we thoroughly discussed the clinical advancements in DCIS and IDC, including prognostic biomarkers and clinical managements, with the aim of facilitating more personalized treatment strategies in the future. Research on DCIS has already yielded significant insights into breast carcinogenesis and will continue to pave the way for practical clinical applications.
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Affiliation(s)
- Jing Wang
- The Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Department of Breast Surgery and Oncology, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Zhejiang Provincial Clinical Research Center for Cancer, Hangzhou, China
| | - Baizhou Li
- Department of Pathology, the Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, China
| | - Meng Luo
- The Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Zhejiang Provincial Clinical Research Center for Cancer, Hangzhou, China
- Department of Plastic Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Jia Huang
- The Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Zhejiang Provincial Clinical Research Center for Cancer, Hangzhou, China
| | - Kun Zhang
- Department of Breast Surgery and Oncology, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Shu Zheng
- The Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Zhejiang Provincial Clinical Research Center for Cancer, Hangzhou, China
| | - Suzhan Zhang
- The Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
- Zhejiang Provincial Clinical Research Center for Cancer, Hangzhou, China.
| | - Jiaojiao Zhou
- The Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
- Department of Breast Surgery and Oncology, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
- Zhejiang Provincial Clinical Research Center for Cancer, Hangzhou, China.
- Cancer Center, Zhejiang University, Hangzhou, China.
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Zeldin J, Sandler DP, Ogunsina K, O’Brien KM. Association of Fibroids, Endometriosis, and Gynecologic Surgeries with Breast Cancer Incidence and Hormone Receptor Subtypes. Cancer Epidemiol Biomarkers Prev 2024; 33:576-585. [PMID: 38260971 PMCID: PMC10990796 DOI: 10.1158/1055-9965.epi-23-1014] [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: 08/27/2023] [Revised: 12/05/2023] [Accepted: 01/19/2024] [Indexed: 01/24/2024] Open
Abstract
BACKGROUND Fibroids and endometriosis are sex hormone-mediated and exhibit cancer-like behavior. Breast cancer may be more common in women who have had these conditions, but the literature is conflicting and does not always address factors like hysterectomy/oophorectomy status, race/ethnicity, menopause, and hormone receptor subtypes. METHODS Data are from the Sister Study, a cohort of 50,884 U.S. women enrolled in 2003 to 2009 and followed through 2020. Cox proportional hazards models with time-varying exposures and covariates assessed the relationship of fibroids or endometriosis with breast cancer. Logistic regression examined the association with estrogen receptor (ER) status among cases. RESULTS Fibroids (19,932 cases) were positively associated with breast cancer [fully adjusted HR: 1.07; 95% confidence interval (CI): 1.01-1.14], notably among Black participants (HR: 1.34; 95% CI: 1.07-1.69) and women who had a hysterectomy (HR: 1.18; 95% CI: 1.05-1.31). Endometriosis (3,970 cases) was not associated with breast cancer (HR: 0.99; 95% CI: 0.91-1.08). Among 4,419 breast cancer cases, fibroids were positively associated with ER+ subtypes (OR: 1.34; 95% CI: 1.10-1.65), while endometriosis was negatively associated with ER+ subtypes (OR: 0.78; 95% CI: 0.61-1.01). CONCLUSIONS We observed a modest positive association between fibroids and breast cancer, particularly ER+ breast cancer. No relationship with endometriosis and breast cancer incidence was found. IMPACT Fibroids, even in those with a family history of breast cancer, might modify breast cancer risk stratification tools. Future studies should further assess this link and interrogate shared risk factors.
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Affiliation(s)
- Jordan Zeldin
- Epidemiology Branch, National Institute of Environmental Health Sciences, Research Triangle Park, NC, United States
| | - Dale P. Sandler
- Epidemiology Branch, National Institute of Environmental Health Sciences, Research Triangle Park, NC, United States
| | - Kemi Ogunsina
- Epidemiology Branch, National Institute of Environmental Health Sciences, Research Triangle Park, NC, United States
| | - Katie M. O’Brien
- Epidemiology Branch, National Institute of Environmental Health Sciences, Research Triangle Park, NC, United States
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DeLeire T, Mitchell JM, De La Cruz L, Isaacs C. Nonclinical factors associated with the treatment of older women with newly diagnosed low-grade ductal carcinoma in situ. Cancer 2024; 130:1041-1051. [PMID: 37987170 PMCID: PMC10939947 DOI: 10.1002/cncr.35124] [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: 05/17/2023] [Revised: 09/30/2023] [Accepted: 10/27/2023] [Indexed: 11/22/2023]
Abstract
BACKGROUND Ductal carcinoma in situ (DCIS) is the most common form of noninvasive breast cancer and is associated with an excellent prognosis. As a result, there is concern about overdiagnosis and overtreatment of DCIS because most patients with DCIS are treated as though they have invasive breast cancer and undergo either breast-conserving surgery (BCS)-most commonly followed by radiation therapy (RT)-or mastectomy. Little research to date has focused on nonclinical factors influencing treatments for DCIS. METHODS Population-based data were analyzed from five state cancer registries (California, Florida, New Jersey, New York, and Texas) on women aged 65 years and older newly diagnosed with DCIS during the years 2003 to 2014 using a retrospective cohort design and multinominal logistic modeling. The registry records with Medicare enrollment data and fee-for-service claims to obtain treatments (BCS alone, BCS with RT, or mastectomy) were merged. Surgeon practice structure was identified through physician surveys and internet searches. RESULTS Patients of surgeons employed by cancer centers or health systems were less likely to receive BCS with RT or mastectomy than patients of surgeons in single specialty or multispecialty practices. There also was substantial geographic variation in treatments, with patients in New York, New Jersey, and California being less likely to receive BCS with RT or mastectomy than patients in Texas or Florida. CONCLUSIONS These findings suggest nonclinical factors including the culture of the practice and/or financial incentives are significantly associated with the types of treatment received for DCIS. Increasing awareness and targeted efforts to educate physicians about DCIS management among older women with low-grade DCIS could reduce patient harm and yield substantial cost savings.
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Affiliation(s)
- Thomas DeLeire
- McCourt School of Public Policy, Georgetown University, Washington, District of Columbia, USA
| | - Jean M. Mitchell
- McCourt School of Public Policy, Georgetown University, Washington, District of Columbia, USA
| | - Lucy De La Cruz
- School of Medicine, Georgetown University, Washington, District of Columbia, USA
| | - Claudine Isaacs
- School of Medicine, Georgetown University, Washington, District of Columbia, USA
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Tian C, Alvarado R, Kim T, Slostad J. Male ductal carcinoma in situ: diagnosis and management of a rare disease in men. BMJ Case Rep 2024; 17:e256608. [PMID: 38499353 PMCID: PMC10952870 DOI: 10.1136/bcr-2023-256608] [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: 03/20/2024] Open
Abstract
Ductal carcinoma in situ is very rare in male patients, accounting for approximately 5%-7% of all male breast cancers. We present a case of a man in his early 70s who presented with bloody nipple discharge and gynaecomastia and was subsequently diagnosed with ductal carcinoma in situ (DCIS). We discuss his management with surgical resection and the consideration of adjuvant treatment. We also review the existing literature on the presentation, diagnosis and management of DCIS in men.
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Affiliation(s)
- Changtai Tian
- Internal Medicine, Rush University Medical Center, Chicago, Illinois, USA
| | - Rosalinda Alvarado
- Internal Medicine, Rush University Medical Center, Chicago, Illinois, USA
| | - Thomas Kim
- Internal Medicine, Rush University Medical Center, Chicago, Illinois, USA
| | - Jessica Slostad
- Internal Medicine, Rush University Medical Center, Chicago, Illinois, USA
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29
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Nguyen DL, Greenwood HI, Rahbar H, Grimm LJ. Evolving Treatment Paradigms for Low-Risk Ductal Carcinoma In Situ: Imaging Needs. AJR Am J Roentgenol 2024; 222:e2330503. [PMID: 38090808 DOI: 10.2214/ajr.23.30503] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
Ductal carcinoma in situ (DCIS) is a nonobligate precursor to invasive cancer that classically presents as asymptomatic calcifications on screening mammography. The increase in DCIS diagnoses with organized screening programs has raised concerns about overdiagnosis, while a patientcentric push for more personalized care has increased awareness about DCIS overtreatment. The standard of care for most new DCIS diagnoses is surgical excision, but nonsurgical management via active monitoring is gaining attention, and multiple clinical trials are ongoing. Imaging, along with demographic and pathologic information, is a critical component of active monitoring efforts. Commonly used imaging modalities including mammography, ultrasound, and MRI, as well as newer modalities such as contrast-enhanced mammography and dedicated breast PET, can provide prognostic information to risk stratify patients for DCIS active monitoring eligibility. Furthermore, radiologists will be responsible for closely surveilling patients on active monitoring and identifying if invasive progression occurs. Active monitoring is a paradigm shift for DCIS care, but the success or failure will rely heavily on the interpretations and guidance of radiologists.
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Affiliation(s)
- Derek L Nguyen
- Department of Diagnostic Radiology, Duke University School of Medicine, Box 3808, Durham, NC 27710
| | - Heather I Greenwood
- Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA
| | - Habib Rahbar
- Department of Radiology, University of Washington, Seattle, WA
- Fred Hutchinson Cancer Center, Seattle, WA
| | - Lars J Grimm
- Department of Diagnostic Radiology, Duke University School of Medicine, Box 3808, Durham, NC 27710
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Addae JK, Sweeting RS, Meszoely IM, McCaffrey RL, Kauffmann RM, Kelley MC, Grau AM, Hewitt K. Superparamagnetic iron oxide (SPIO) for axillary mapping in patients with ductal carcinoma in situ undergoing mastectomy: single-institution experience. Breast Cancer Res Treat 2024; 204:117-121. [PMID: 38087058 DOI: 10.1007/s10549-023-07193-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 11/19/2023] [Indexed: 01/24/2024]
Abstract
PURPOSE Unnecessary axillary surgery can potentially be avoided in patients with DCIS undergoing mastectomy. Current guidelines recommend upfront sentinel lymph node biopsy during the index operation due to the potential of upstaging to invasive cancer. This study reviews a single institution's experience with de-escalating axillary surgery using superparamagnetic iron oxide dye for axillary mapping in patients undergoing mastectomy for DCIS. METHODS This is a retrospective single-institution cross-sectional study. All medical records of patients who underwent mastectomy for a diagnosis of DCIS from August 2021 to January 2023 were reviewed and patients who had SPIO injected at the time of the index mastectomy were included in the study. Descriptive statistics of demographics, clinical information, pathology results, and interval sentinel lymph node biopsy were performed. RESULTS A total of 41 participants underwent 45 mastectomies for DCIS. The median age of the participants was 58 years (IQR = 17; range 25 to 76 years), and the majority of participants were female (97.8%). The most common indication for mastectomy was diffuse extent of disease (31.7%). On final pathology, 75.6% (34/45) of mastectomy specimens had DCIS without any type of invasion and 15.6% (7/45) had invasive cancer. Of the 7 cases with upgrade to invasive disease, 2 (28.6%) of them underwent interval sentinel lymph node biopsy. All sentinel lymph nodes biopsied were negative for cancer. CONCLUSION The use of superparamagnetic iron oxide dye can prevent unnecessary axillary surgery in patients with DCIS undergoing mastectomy.
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Affiliation(s)
- Jamin Kweku Addae
- Department of Surgical Oncology and Endocrine Surgery, Vanderbilt University Medical Center, Preston Research Building, 2220 Pierce Ave., Nashville, TN, 37232, USA.
| | - Raeshell Sharawn Sweeting
- Department of Surgical Oncology and Endocrine Surgery, Vanderbilt University Medical Center, Preston Research Building, 2220 Pierce Ave., Nashville, TN, 37232, USA
| | - Ingrid Marie Meszoely
- Department of Surgical Oncology and Endocrine Surgery, Vanderbilt University Medical Center, Preston Research Building, 2220 Pierce Ave., Nashville, TN, 37232, USA
| | - Rachel Louise McCaffrey
- Department of Surgical Oncology and Endocrine Surgery, Vanderbilt University Medical Center, Preston Research Building, 2220 Pierce Ave., Nashville, TN, 37232, USA
| | - Rondi Marie Kauffmann
- Department of Surgical Oncology and Endocrine Surgery, Vanderbilt University Medical Center, Preston Research Building, 2220 Pierce Ave., Nashville, TN, 37232, USA
| | - Mark Carlton Kelley
- Department of Surgical Oncology and Endocrine Surgery, Vanderbilt University Medical Center, Preston Research Building, 2220 Pierce Ave., Nashville, TN, 37232, USA
| | - Ana Magdalena Grau
- Department of Surgical Oncology and Endocrine Surgery, Vanderbilt University Medical Center, Preston Research Building, 2220 Pierce Ave., Nashville, TN, 37232, USA
| | - Kelly Hewitt
- Department of Surgical Oncology and Endocrine Surgery, Vanderbilt University Medical Center, Preston Research Building, 2220 Pierce Ave., Nashville, TN, 37232, USA
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Kim BK, Woo J, Lee J, Kang E, Baek SY, Lee S, Lee HJ, Lee J, Sun WY. Survival Outcomes Based on Axillary Surgery in Ductal Carcinoma In Situ: A Nationwide Study From the Korean Breast Cancer Society. J Breast Cancer 2024; 27:1-13. [PMID: 38433090 PMCID: PMC10912575 DOI: 10.4048/jbc.2023.0221] [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: 09/29/2023] [Revised: 11/20/2023] [Accepted: 01/27/2024] [Indexed: 03/05/2024] Open
Abstract
PURPOSE In total mastectomy (TM), sentinel lymph node biopsy (SLNB) is recommended but can be omitted for breast-conserving surgery (BCS) in patients with ductal carcinoma in situ (DCIS). However, concerns regarding SLNB-related complications and their impact on quality of life exist. Consequently, further research is required to evaluate the role of axillary surgeries, including SLNB, in the treatment of TM. We aimed to explore the clinicopathological factors and outcomes associated with axillary surgery in patients with a final diagnosis of pure DCIS who underwent BCS or TM. METHODS We retrospectively analyzed large-scale data from the Korean Breast Cancer Society registration database, highlighting on patients diagnosed with pure DCIS who underwent surgery and were categorized into two groups: BCS and TM. Patients were further categorized into surgery and non-surgery groups according to their axillary surgery status. The analysis compared clinicopathological factors and outcomes according to axillary surgery status between the BCS and TM groups. RESULTS Among 18,196 patients who underwent surgery for DCIS between 1981 and 2022, 11,872 underwent BCS and 6,324 underwent TM. Both groups leaned towards axillary surgery more frequently for large tumors. In the BCS group, clinical lymph node status was associated with axillary surgery (odds ratio, 11.101; p = 0.003). However, in the TM group, no significant differences in these factors were observed. Survival rates did not vary between groups according to axillary surgery performance. CONCLUSION The decision to perform axillary surgery in patients with a final diagnosis of pure DCIS does not affect the prognosis, regardless of the breast surgical method. Furthermore, regardless of the breast surgical method, axillary surgery, including SLNB, should be considered for high-risk patients, such as those with large tumors. This may reduce unnecessary axillary surgery and enhance the patients' quality of life.
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Affiliation(s)
- Bong Kyun Kim
- Department of Surgery, Daejeon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Joohyun Woo
- Department of Surgery, Ewha Womans University Mokdong Hospital, Ewha Womans University College of Medicine, Seoul, Korea
| | - Jeeyeon Lee
- Department of Surgery, Kyungpook National University Chilgok Hospital, School of Medicine, Kyungpook National University, Daegu, Korea
| | - Eunhye Kang
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Soo Yeon Baek
- Department of Surgery, Ajou University Medical Center, Ajou University School of Medicine, Suwon, Korea
| | - Seokwon Lee
- Department of Surgery, Biomedical Research Institute, Pusan National University Hospital, Pusan National University School of Medicine, Busan, Korea
| | - Hyouk Jin Lee
- Breast-Thyroid Center, Saegyaero Hospital, Busan, Korea
| | - Jina Lee
- Department of Surgery, Daejeon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Woo Young Sun
- Department of Surgery, Daejeon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea.
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32
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Wang Y, Peng D, Zhou X, Hu W, Li F. Treatments and Prognosis of the Breast Ductal Carcinoma In Situ. Clin Breast Cancer 2024; 24:122-130.e2. [PMID: 38016910 DOI: 10.1016/j.clbc.2023.11.001] [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: 10/18/2023] [Revised: 11/06/2023] [Accepted: 11/06/2023] [Indexed: 11/30/2023]
Abstract
INTRODUCTION With progress in treatments, breast ductal carcinoma in situ (DCIS) outcomes have substantially improved. However, as various treatment methods are used in different countries and institutions, consensus on the optimal treatment method is lacking. This study aimed to analyze the prognostic factors and provide a reference for optimizing the clinical treatment of DCIS. PATIENTS AND METHODS This retrospective clinical study collected data from DCIS patients at the Sun Yat-sen University Cancer Center from 2010 to 2017. The Kaplan-Meier method and Cox regression model were used to assess disease-free survival (DFS), overall survival (OS), and local control (LC) rates. RESULTS Among the 483 included patients, 83.6% (404) underwent mastectomies. The median follow-up time was 101 months. The number of patients undergoing breast-conserving surgery (BCS) with radiotherapy has gradually increased. Axillary lymph node dissection was the main surgery performed from 2010 to 2015, and the proportion of sentinel lymph node biopsies (SLNBs) has increased. LC and DFS rates with BCS without radiotherapy were significantly lower than those with mastectomy (P = .002; P < .001). Additionally, the patients who did not undergo axillary surgery had worse LC and OS rates than those who underwent SLNB (P = .028 and P = .038). Endocrine therapy (ET) or its duration had no significant effect on prognosis. CONCLUSION In conclusion, BCS without radiotherapy and lack of axillary surgery were independent prognostic factors. We recommend performing BCS with radiotherapy and SLNB more in clinical practice, as well as shortening the ET duration.
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Affiliation(s)
- Yaxue Wang
- State Key Laboratory of Oncology, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, PR China
| | - Dingsheng Peng
- Department of Radiation Oncology, Huizhou Central People's Hospital, Huizhou, PR China
| | - Xinhui Zhou
- State Key Laboratory of Oncology, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, PR China
| | - Wendie Hu
- State Key Laboratory of Oncology, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, PR China
| | - Fengyan Li
- State Key Laboratory of Oncology, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, PR China.
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Kim H, Kim TG, Park B, Kim J, Jun SY, Lee JH, Choi HJ, Jung CS, Lee HW, Lee JS, Nam HY, Shin S, Kim SM, Kim H. Tailored radiation dose according to margin width for patients with ductal carcinoma in situ after breast-conserving surgery. Sci Rep 2024; 14:300. [PMID: 38168758 PMCID: PMC10761984 DOI: 10.1038/s41598-023-50840-8] [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: 09/27/2023] [Accepted: 12/27/2023] [Indexed: 01/05/2024] Open
Abstract
A 2 mm resection margin is considered adequate for ductal carcinoma in situ (DCIS). We assessed the effectiveness of a tailored radiation dose for margins < 2 mm and the appropriate margin width for high-risk DCIS. We retrospectively evaluated 137 patients who received adjuvant radiotherapy after breast-conserving surgery for DCIS between 2013 and 2019. The patients were divided into three- positive, close (< 2 mm), and negative (≥ 2 mm) margin groups. Radiation dose to the tumor bed in equivalent dose in 2 Gy fractions were a median of 66.25 Gy, 61.81 Gy, and 59.75 Gy for positive, close, and negative margin groups, respectively. During a median follow-up of 58 months, the crude rates of local recurrence were 15.0%, 6.7%, and 4.6% in the positive, close, and negative margin groups, respectively. The positive margin group had a significantly lower 5-year local recurrence-free survival (LRFS) rate compared to the close and negative margin groups in propensity-weighted log-rank analysis (84.82%, 93.27%, and 93.20%, respectively; p = 0.008). The difference in 5-year LRFS between patients with the high- and non-high-grade tumors decreased as the margin width increased (80.4% vs. 100.0% for margin ≥ 2 mm, p < 0.001; 92.3% vs. 100.0% for margin ≥ 6 mm, p = 0.123). With the radiation dose tailored for margin widths, positive margins were associated with poorer local control than negative margins, whereas close margins were not. Widely clear margins (≥ 2 mm) were related to favorable local control for high-grade DCIS.
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Affiliation(s)
- Hyunjung Kim
- Departments of Radiation Oncology, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon, 630-522, South Korea
| | - Tae Gyu Kim
- Departments of Radiation Oncology, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon, 630-522, South Korea.
| | - Byungdo Park
- Departments of Radiation Oncology, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon, 630-522, South Korea
| | - Jeongho Kim
- Departments of Radiation Oncology, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon, 630-522, South Korea
| | - Si-Youl Jun
- Departments of Surgery, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon, South Korea
| | - Jun Ho Lee
- Departments of Surgery, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon, South Korea
| | - Hee Jun Choi
- Departments of Surgery, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon, South Korea
| | - Chang Shin Jung
- Departments of Surgery, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon, South Korea
| | - Hyoun Wook Lee
- Departments of Pathology, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon, South Korea
| | - Jae Seok Lee
- Departments of Pathology, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon, South Korea
| | - Hyun Yeol Nam
- Departments of Nuclear Medicine, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon, South Korea
| | - Seunghyen Shin
- Departments of Nuclear Medicine, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon, South Korea
| | - Sung Min Kim
- Departments of Internal Medicine, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon, South Korea
| | - Haeyoung Kim
- Department of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
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Wheelwright S, Matthews L, Jenkins V, May S, Rea D, Fairbrother P, Gaunt C, Young J, Pirrie S, Wallis MG, Fallowfield L. Recruiting women with ductal carcinoma in situ to a randomised controlled trial: lessons from the LORIS study. Trials 2023; 24:670. [PMID: 37838682 PMCID: PMC10576350 DOI: 10.1186/s13063-023-07703-4] [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: 04/20/2023] [Accepted: 10/04/2023] [Indexed: 10/16/2023] Open
Abstract
BACKGROUND The LOw RISk DCIS (LORIS) study was set up to compare conventional surgical treatment with active monitoring in women with ductal carcinoma in situ (DCIS). Recruitment to trials with a surveillance arm is known to be challenging, so strategies to maximise patient recruitment, aimed at both patients and recruiting centres, were implemented. METHODS Women aged ≥ 46 years with a histologically confirmed diagnosis of non-high-grade DCIS were eligible for 1:1 randomisation to either surgery or active monitoring. Prior to randomisation, all eligible women were invited to complete: (1) the Clinical Trials Questionnaire (CTQ) examining reasons for or against participation, and (2) interviews exploring in depth opinions about the study information sheets and film. Women agreeing to randomisation completed validated questionnaires assessing health status, physical and mental health, and anxiety levels. Hospital site staff were invited to communication workshops and refresher site initiation visits to support recruitment. Their perspectives on LORIS recruitment were collected via surveys and interviews. RESULTS Eighty percent (181/227) of eligible women agreed to be randomised. Over 40% of participants had high anxiety levels at baseline. On the CTQ, the most frequent most important reasons for accepting randomisation were altruism and belief that the trial offered the best treatment, whilst worries about randomisation and the influences of others were the most frequent most important reasons for declining. Most women found the study information provided clear and useful. Communication workshops for site staff improved knowledge and confidence but only about half said they themselves would join LORIS if eligible. The most common recruitment barriers identified by staff were low numbers of eligible patients and patient preference. CONCLUSIONS Recruitment to LORIS was challenging despite strategies aimed at both patients and site staff. Ensuring that recruiting staff support the study could improve recruitment in similar future trials. TRIAL REGISTRATION ISRCTN27544579, prospectively registered on 22 May 2014.
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Affiliation(s)
- Sally Wheelwright
- Sussex Health Outcomes Research & Education in Cancer (SHORE-C), Brighton & Sussex Medical School, University of Sussex, Falmer, Brighton, BN1 9RX, UK.
| | - Lucy Matthews
- Sussex Health Outcomes Research & Education in Cancer (SHORE-C), Brighton & Sussex Medical School, University of Sussex, Falmer, Brighton, BN1 9RX, UK
| | - Valerie Jenkins
- Sussex Health Outcomes Research & Education in Cancer (SHORE-C), Brighton & Sussex Medical School, University of Sussex, Falmer, Brighton, BN1 9RX, UK
| | - Shirley May
- Sussex Health Outcomes Research & Education in Cancer (SHORE-C), Brighton & Sussex Medical School, University of Sussex, Falmer, Brighton, BN1 9RX, UK
| | - Daniel Rea
- Cancer Research UK Clinical Trials Unit, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, B15 2TT, UK
| | | | - Claire Gaunt
- Cancer Research UK Clinical Trials Unit, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, B15 2TT, UK
| | - Jennie Young
- Cancer Research UK Clinical Trials Unit, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, B15 2TT, UK
| | - Sarah Pirrie
- Cancer Research UK Clinical Trials Unit, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, B15 2TT, UK
| | - Matthew G Wallis
- Cambridge Breast Unit and NIHR Cambridge Biomedical Research Centre, Addenbrooke's Hospital, Cambridge, CB2 2QQ, UK
| | - Lesley Fallowfield
- Sussex Health Outcomes Research & Education in Cancer (SHORE-C), Brighton & Sussex Medical School, University of Sussex, Falmer, Brighton, BN1 9RX, UK
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Gonçalves TL, de Araújo LP, Pereira Ferrer V. Tamoxifen as a modulator of CXCL12-CXCR4-CXCR7 chemokine axis: A breast cancer and glioblastoma view. Cytokine 2023; 170:156344. [PMID: 37639844 DOI: 10.1016/j.cyto.2023.156344] [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: 07/17/2023] [Revised: 08/18/2023] [Accepted: 08/20/2023] [Indexed: 08/31/2023]
Abstract
The chemokine stromal cell-derived-factor 1 (SDF)-1/CXCL12 acts by binding to its receptors, the CXC-4 chemokine receptor (CXCR4) and the CXC-7 chemokine receptor (CXCR7). The binding of CXCL12 to its receptors results in downstream signaling that leads to cell survival, proliferation and migration of tumor cells. CXCL12 and CXCR4 are highly expressed in breast cancer (BC) and glioblastoma (GBM) compared to normal cells. High expression of this chemokine axis correlates with increased therapy resistance and grade, tumor spread and poorer prognosis in these tumors. Tamoxifen (TMX) is a selective estrogen receptor modulator (SERM) that inhibits the expression of estrogen-regulated genes, including growth and angiogenic factors secreted by tumor cells. Additionally, TMX targets several proteins, such as protein kinase C (PKC), phospholipase C (PLC), P-glycoprotein (PgP), phosphatidylinositol-3-kinase (PI3K) and ion channels. This drug showed promising antitumor activity against both BC and GBM cells. In this review, we discuss the role of the CXCL12-CXCR4-CXCR7 chemokine axis in BC and GBM tumor biology and propose TMX as a potential modulator of this axis in these tumors. TMX modulates the CXCL12-CXCR4-CXCR7 axis in BC, however, there are no studies on this in GBM. We propose that studying this axis in GBM cells/patients treated with TMX might be beneficial for these patients. TMX inhibits important signaling pathways in these tumors and the activation of this chemokine axis is associated with increased therapy resistance.
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Affiliation(s)
- Thaynan Lopes Gonçalves
- Laboratory of Cell and Molecular Biology of Tumors, Department of Cell and Molecular Biology, Biology Institute, Fluminense Federal University, Niterói, Rio de Janeiro, Brazil; Postgraduate Program in Pathological Anatomy, Faculty of Medicine, Rio de Janeiro Federal University, Rio de Janeiro, Brazil
| | - Luanna Prudencio de Araújo
- Laboratory of Cell and Molecular Biology of Tumors, Department of Cell and Molecular Biology, Biology Institute, Fluminense Federal University, Niterói, Rio de Janeiro, Brazil
| | - Valéria Pereira Ferrer
- Laboratory of Cell and Molecular Biology of Tumors, Department of Cell and Molecular Biology, Biology Institute, Fluminense Federal University, Niterói, Rio de Janeiro, Brazil; Postgraduate Program in Pathological Anatomy, Faculty of Medicine, Rio de Janeiro Federal University, Rio de Janeiro, Brazil.
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Record SM, Hwang ESS, Chiba A. How to Navigate the Treatment Spectrum from Multimodality Therapy to Observation Alone for ductal carcinoma in situ. Surg Oncol Clin N Am 2023; 32:663-673. [PMID: 37714635 DOI: 10.1016/j.soc.2023.05.011] [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] [Indexed: 09/17/2023]
Abstract
DCIS detection has increased dramatically since the introduction of screening mammography. Current guidance concordant care recommends surgical intervention for all patients with DCIS, followed by radiation and/or endocrine therapy for some. Adjuvant therapies after surgical excision have reduced recurrence rates but not breast cancer mortality. Given the lack of evidence of current treatment regimens and the morbidity associated with these treatments, there is concern that DCIS is over-treated. Active surveillance may be a favorable alternative for selected patients and is currently being investigated through four international clinical trials.
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Affiliation(s)
- Sydney M Record
- Department of Surgery, Duke University Medical Center, 40 Duke Medicine Circle, 124 Davison Building, Durham, NC 27710, USA. https://twitter.com/sydney_record
| | - Eun-Sil Shelley Hwang
- Department of Surgery, Duke University Medical Center, 40 Duke Medicine Circle, 124 Davison Building, Durham, NC 27710, USA; Duke Cancer Institute, 20 Duke Medicine Circle, Durham, NC 27710, USA. https://twitter.com/drshelleyhwang
| | - Akiko Chiba
- Department of Surgery, Duke University Medical Center, 40 Duke Medicine Circle, 124 Davison Building, Durham, NC 27710, USA; Duke Cancer Institute, 20 Duke Medicine Circle, Durham, NC 27710, USA; Department of Surgery, 508 Fulton Street, Durham, NC 27705, USA.
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Reig B, Kim E, Chhor CM, Moy L, Lewin AA, Heacock L. Problem-solving Breast MRI. Radiographics 2023; 43:e230026. [PMID: 37733618 DOI: 10.1148/rg.230026] [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: 09/23/2023]
Abstract
Breast MRI has high sensitivity and negative predictive value, making it well suited to problem solving when other imaging modalities or physical examinations yield results that are inconclusive for the presence of breast cancer. Indications for problem-solving MRI include equivocal or uncertain imaging findings at mammography and/or US; suspicious nipple discharge or skin changes suspected to represent an abnormality when conventional imaging results are negative for cancer; lesions categorized as Breast Imaging Reporting and Data System 4, which are not amenable to biopsy; and discordant radiologic-pathologic findings after biopsy. MRI should not precede or replace careful diagnostic workup with mammography and US and should not be used when a biopsy can be safely performed. The role of MRI in characterizing calcifications is controversial, and management of calcifications should depend on their mammographic appearance because ductal carcinoma in situ may not appear enhancing on MR images. In addition, ductal carcinoma in situ detected solely with MRI is not associated with a higher likelihood of an upgrade to invasive cancer compared with ductal carcinoma in situ detected with other modalities. MRI for triage of high-risk lesions is a subject of ongoing investigation, with a possible future role for MRI in decreasing excisional biopsies. The accuracy of MRI is likely to increase with the use of advanced techniques such as deep learning, which will likely expand the indications for problem-solving MRI. ©RSNA, 2023 Quiz questions for this article are available in the supplemental material.
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Affiliation(s)
- Beatriu Reig
- From the Department of Radiology, NYU Langone Health, 660 1st Ave, New York, NY 10016
| | - Eric Kim
- From the Department of Radiology, NYU Langone Health, 660 1st Ave, New York, NY 10016
| | - Chloe M Chhor
- From the Department of Radiology, NYU Langone Health, 660 1st Ave, New York, NY 10016
| | - Linda Moy
- From the Department of Radiology, NYU Langone Health, 660 1st Ave, New York, NY 10016
| | - Alana A Lewin
- From the Department of Radiology, NYU Langone Health, 660 1st Ave, New York, NY 10016
| | - Laura Heacock
- From the Department of Radiology, NYU Langone Health, 660 1st Ave, New York, NY 10016
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Dreyfuss AD, Max D, Flynn J, Zhang Z, Gillespie EF, Xu A, Cuaron J, Mueller B, Khan AJ, Cahlon O, Powell SN, McCormick B, Braunstein LZ. Locoregional Control Benefit of a Tumor Bed Boost for Ductal Carcinoma In Situ. Adv Radiat Oncol 2023; 8:101254. [PMID: 37250283 PMCID: PMC10220256 DOI: 10.1016/j.adro.2023.101254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 04/12/2023] [Indexed: 05/31/2023] Open
Abstract
Purpose Radiation therapy (RT) after breast-conserving surgery (BCS) for ductal carcinoma in situ (DCIS) reduces invasive and in situ recurrences. Whereas landmark studies suggest that a tumor bed boost improves local control for invasive breast cancer, the benefit in DCIS remains less certain. We evaluated outcomes of patients with DCIS treated with or without a boost. Methods and Materials The study cohort comprised patients with DCIS who underwent BCS at our institution from 2004 to 2018. Clinicopathologic features, treatment parameters, and outcomes were ascertained from medical records. Patient and tumor characteristics were evaluated relative to outcomes using univariable and multivariable Cox models. Recurrence-free survival (RFS) estimates were generated using the Kaplan-Meier method. Results We identified 1675 patients who underwent BCS for DCIS (median age, 56 years; interquartile range, 49-64 years). Boost RT was used in 1146 cases (68%) and hormone therapy in 536 (32%). At a median follow-up of 4.2 years (interquartile range, 1.4-7.0 years), we observed 61 locoregional recurrence events (56 local, 5 regional) and 21 deaths. Univariable logistic regression demonstrated that boost RT was more common among younger patients (P < .001) with positive or close margins (P < .001) and with larger tumors (P < .001) of higher grade (P = .025). The 10-year RFS rate was 88.8% among those receiving a boost and 84.3% among those without a boost (P = .3), and neither univariable nor multivariable analyses revealed an association between boost RT and locoregional recurrence. Conclusions Among patients with DCIS who underwent BCS, use of a tumor bed boost was not associated with locoregional recurrence or RFS. Despite a preponderance of adverse features among the boost cohort, outcomes were similar to those of patients not receiving a boost, suggesting that a boost may mitigate risk of recurrence among patients with high-risk features. Ongoing studies will elucidate the extent to which a tumor bed boost influences disease control rates.
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Affiliation(s)
- Alexandra D. Dreyfuss
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Danielle Max
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Radiation Oncology, UCLA Health, Los Angeles, California
| | - Jessica Flynn
- Department of Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Zhigang Zhang
- Department of Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Erin F. Gillespie
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Amy Xu
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - John Cuaron
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Boris Mueller
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Atif J. Khan
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Oren Cahlon
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Simon N. Powell
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Beryl McCormick
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Lior Z. Braunstein
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
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Karavasiloglou N, Michalopoulou E, Limam M, Korol D, Wanner M, Rohrmann S. Net survival of women diagnosed with breast tumours: a population-based study in Switzerland. Swiss Med Wkly 2023; 153:40087. [PMID: 37769336 DOI: 10.57187/smw.2023.40087] [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: 09/30/2023] Open
Abstract
AIMS OF THE STUDY Although the incidence of breast carcinoma in situ has been increasing, the prognosis of breast carcinoma in situ patients has not been extensively investigated. Thus, we aimed to compare the characteristics of invasive breast tumours based on whether or not they were preceded by a breast carcinoma in situ and to estimate the 5-year net survival of patients diagnosed with different breast tumours. METHODS Data from women diagnosed with breast tumours between 2003 and 2016 were used in our analyses. Net survival analyses were performed using inverse probability of censoring weights (nonparametric Pohar Perme estimator). Under certain assumptions, differences in survival between the cancer population and the general population can be considered to be attributable to the cancer diagnosis (NS). RESULTS Descriptive observation of tumour characteristics indicated that invasive breast tumours following a breast carcinoma in situ were more frequently detected at an earlier stage and had less missing information in tumour-specific variables, compared to invasive breast tumours not preceded by a breast carcinoma in situ. Breast carcinoma in situ patients had a 5-year net survival of 1.02 (95% CI: 1.01-1.03), whereas patients diagnosed with invasive breast cancer without a recorded breast carcinoma in situ had a 5-year net survival of 0.89 (95% CI: 0.88-0.90). Patients diagnosed first with breast carcinoma in situ and then with invasive breast cancer had a 5-year net survival of 0.92 (95% CI: 0.85-1.01). CONCLUSION Invasive breast tumours that were preceded by a breast carcinoma in situ were detected more frequently at an earlier stage, compared to those that were not. The estimated 5-year net survival of patients with breast tumours was good.
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Affiliation(s)
- Nena Karavasiloglou
- Division of Chronic Disease Epidemiology, Institute for Epidemiology, Biostatistics and Prevention, University of Zurich, Zurich, Switzerland
- Cancer Registry of the Cantons of Zurich, Zug, Schaffhausen, and Schwyz, University Hospital Zurich, Zurich, Switzerland
- European Food Safety Authority, Parma, Italy
| | - Eleftheria Michalopoulou
- Division of Chronic Disease Epidemiology, Institute for Epidemiology, Biostatistics and Prevention, University of Zurich, Zurich, Switzerland
- Cancer Registry of the Cantons of Zurich, Zug, Schaffhausen, and Schwyz, University Hospital Zurich, Zurich, Switzerland
| | - Manuela Limam
- Cancer Registry of the Cantons of Zurich, Zug, Schaffhausen, and Schwyz, University Hospital Zurich, Zurich, Switzerland
| | - Dimitri Korol
- Cancer Registry of the Cantons of Zurich, Zug, Schaffhausen, and Schwyz, University Hospital Zurich, Zurich, Switzerland
| | - Miriam Wanner
- Cancer Registry of the Cantons of Zurich, Zug, Schaffhausen, and Schwyz, University Hospital Zurich, Zurich, Switzerland
| | - Sabine Rohrmann
- Division of Chronic Disease Epidemiology, Institute for Epidemiology, Biostatistics and Prevention, University of Zurich, Zurich, Switzerland
- Cancer Registry of the Cantons of Zurich, Zug, Schaffhausen, and Schwyz, University Hospital Zurich, Zurich, Switzerland
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40
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Pan J, Huang X, Yang S, Ouyang F, Ouyang L, Wang L, Chen M, Zhou L, Du Y, Chen X, Deng L, Hu Q, Guo B. The added value of apparent diffusion coefficient and microcalcifications to the Kaiser score in the evaluation of BI-RADS 4 lesions. Eur J Radiol 2023; 165:110920. [PMID: 37320881 DOI: 10.1016/j.ejrad.2023.110920] [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: 04/27/2023] [Revised: 05/22/2023] [Accepted: 06/04/2023] [Indexed: 06/17/2023]
Abstract
PURPOSE To explore the added value of combining microcalcifications or apparent diffusion coefficient (ADC) with the Kaiser score (KS) for diagnosing BI-RADS 4 lesions. METHODS This retrospective study included 194 consecutive patients with 201 histologically verified BI-RADS 4 lesions. Two radiologists assigned the KS value to each lesion. Adding microcalcifications, ADC, or both these criteria to the KS yielded KS1, KS2, and KS3, respectively. The potential of all four scores to avoid unnecessary biopsies was assessed using the sensitivity and specificity. Diagnostic performance was evaluated by the area under the curve (AUC) and compared between KS and KS1. RESULTS The sensitivity of KS, KS1, KS2, and KS3 ranged from 77.1% to 100.0%.KS1 yielded significantly higher sensitivity than other methods (P < 0.05), except for KS3 (P > 0.05), most of all, when assessing NME lesions. For mass lesions, the sensitivity of these four scores was comparable (p > 0.05). The specificity of KS, KS1, KS2, and KS3 ranged from 56.0% to 69.4%, with no statistically significant differences(P > 0.05), except between KS1 and KS2 (p < 0.05).The AUC of KS1 (0.877) was significantly higher than that of KS (0.837; P = 0.0005), particularly for assessing NME (0.847 vs 0.713; P < 0.0001). CONCLUSION KS can stratify BI-RADS 4 lesions to avoid unnecessary biopsies. Adding microcalcifications, but not adding ADC, as an adjunct to KS improves diagnostic performance, particularly for NME lesions. ADC provides no additional diagnostic benefit to KS. Thus, only combining microcalcifications with KS is most conducive to clinical practice.
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Affiliation(s)
- Jialing Pan
- Department of Radiology, Shunde Hospital, Southern Medical University(The First People's Hospital of Shunde, Foshan), Foshan, Guangdong, China
| | - Xiyi Huang
- Department of Clinical Laboratory, Lecong Hospital of Shunde, Foshan, Guangdong, China
| | - Shaomin Yang
- Department of Radiology, Lecong Hospital of Shunde, Foshan, Guangdong, China
| | - Fusheng Ouyang
- Department of Radiology, Shunde Hospital, Southern Medical University(The First People's Hospital of Shunde, Foshan), Foshan, Guangdong, China
| | - Lizhu Ouyang
- Department of Ultrasound, Shunde Hospital, Southern Medical University(The First People's Hospital of Shunde, Foshan), Foshan, Guangdong, China
| | - Liwen Wang
- Department of Radiology, Shunde Hospital, Southern Medical University(The First People's Hospital of Shunde, Foshan), Foshan, Guangdong, China
| | - Ming Chen
- Department of Radiology, Shunde Hospital, Southern Medical University(The First People's Hospital of Shunde, Foshan), Foshan, Guangdong, China
| | - Lanni Zhou
- Department of Radiology, Shunde Hospital, Southern Medical University(The First People's Hospital of Shunde, Foshan), Foshan, Guangdong, China
| | - Yongxing Du
- Department of Radiology, Shunde Hospital, Southern Medical University(The First People's Hospital of Shunde, Foshan), Foshan, Guangdong, China
| | - Xinjie Chen
- Department of Radiology, Shunde Hospital, Southern Medical University(The First People's Hospital of Shunde, Foshan), Foshan, Guangdong, China
| | - Lingda Deng
- Department of Radiology, Shunde Hospital, Southern Medical University(The First People's Hospital of Shunde, Foshan), Foshan, Guangdong, China
| | - Qiugen Hu
- Department of Radiology, Shunde Hospital, Southern Medical University(The First People's Hospital of Shunde, Foshan), Foshan, Guangdong, China.
| | - Baoliang Guo
- Department of Radiology, Shunde Hospital, Southern Medical University(The First People's Hospital of Shunde, Foshan), Foshan, Guangdong, China.
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Jatoi I, Shaaban AM, Jou E, Benson JR. The Biology and Management of Ductal Carcinoma in Situ of the Breast. Curr Probl Surg 2023; 60:101361. [PMID: 37596033 DOI: 10.1016/j.cpsurg.2023.101361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2023] [Accepted: 06/27/2023] [Indexed: 08/20/2023]
Affiliation(s)
- Ismail Jatoi
- Division of Surgical Oncology and Endocrine Surgery, University of Texas Health Science Center, San Antonio, TX.
| | - Abeer M Shaaban
- Department of Cellular Pathology, Queen Elizabeth Hospital Birmingham and Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Eric Jou
- Oxford University Hospitals NHS Trust, University of Oxford, Oxford, UK
| | - John R Benson
- Addenbrooke's Hospital, University of Cambridge, Cambridge; School of Medicine, Anglia Ruskin University, Cambridge and Chelmsford, UK
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Lovett SM, Sandler DP, O’Brien KM. Hysterectomy, bilateral oophorectomy, and breast cancer risk in a racially diverse prospective cohort study. J Natl Cancer Inst 2023; 115:662-670. [PMID: 36806439 PMCID: PMC10248837 DOI: 10.1093/jnci/djad038] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Revised: 01/26/2023] [Accepted: 02/14/2023] [Indexed: 02/22/2023] Open
Abstract
BACKGROUND Gynecologic surgery is hypothesized to reduce risk of breast cancer; however, associations may be modified by subsequent hormone use. Our objective was to examine the association between gynecologic surgery and breast cancer incidence considering the use of hormone therapy. METHODS The Sister Study is a prospective cohort of initially breast cancer-free women aged 35-74 years with a sister who had breast cancer. We used Cox proportional hazards models to estimate hazard ratios (HRs) and 95% confidence intervals (CIs) for the association between gynecologic surgery (no surgery, hysterectomy only, bilateral oophorectomy with or without hysterectomy) and incident breast cancer among 50 701 women. RESULTS History of gynecologic surgery was common, with 13.8% reporting hysterectomy only and 18.1% reporting bilateral oophorectomy with or without hysterectomy. During follow-up (median = 11.4 years), 3948 cases were diagnosed. Compared with no surgery, bilateral oophorectomy was inversely associated with breast cancer (HR = 0.91, 95% CI = 0.83 to 1.00), and hysterectomy alone was positively associated (HR = 1.12, 95% CI = 1.02 to 1.23). Compared with no surgery and no hormone therapy, bilateral oophorectomy combined with estrogen only therapy (HR = 0.83, 95% CI = 0.74 to 0.94) was inversely associated with breast cancer, while hysterectomy combined with estrogen plus progestin therapy was positively associated with breast cancer (HR = 1.25, 95% CI = 1.01 to 1.55). CONCLUSIONS We observed an inverse association between bilateral oophorectomy and breast cancer risk. The positive association between hysterectomy and breast cancer may be due to concomitant estrogen plus progestin therapy.
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Affiliation(s)
- Sharonda M Lovett
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Dale P Sandler
- Epidemiology Branch, National Institute of Environmental Health Sciences, Research Triangle Park, NC, USA
| | - Katie M O’Brien
- Epidemiology Branch, National Institute of Environmental Health Sciences, Research Triangle Park, NC, USA
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Dabbs D, Mittal K, Heineman S, Whitworth P, Shah C, Savala J, Shivers SC, Bremer T. Analytical validation of the 7-gene biosignature for prediction of recurrence risk and radiation therapy benefit for breast ductal carcinoma in situ. Front Oncol 2023; 13:1069059. [PMID: 37274253 PMCID: PMC10236475 DOI: 10.3389/fonc.2023.1069059] [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: 10/13/2022] [Accepted: 04/11/2023] [Indexed: 06/06/2023] Open
Abstract
Purpose Ductal carcinoma in situ (DCIS), is a noninvasive breast cancer, representing 20-25% of breast cancer diagnoses in the USA. Current treatment options for DCIS include mastectomy or breast-conserving surgery (BCS) with or without radiation therapy (RT), but optimal risk-adjusted treatment selection remains a challenge. Findings from past and recent clinical trials have failed to identify a 'low risk' group of patients who do not benefit significantly from RT after BCS. To address this unmet need, a DCIS biosignature, DCISionRT (PreludeDx, Laguna Hills, CA), was developed and validated in multiple cohorts. DCISionRT is a molecular assay with an algorithm reporting a recurrence risk score for patients diagnosed with DCIS intended to guide DCIS treatment. In this study, we present results from analytical validity, performance assessment, and clinical performance validation and clinical utility for the DCISionRT test comprised of multianalyte assays with algorithmic analysis. Methods The analytical validation of each molecular assay was performed based on the Clinical and Laboratory Standards Institute (CLSI) guidelines Quality Assurance for Design Control and Implementation of Immunohistochemistry Assays and the College of American Pathologists/American Society of Clinical Oncology (CAP/ASCO) recommendations for analytic validation of immunohistochemical assays. Results The analytic validation showed that the molecular assays that are part of DCISionRT test have high sensitivity, specificity, and accuracy/reproducibility (≥95%). The analytic precision of the molecular assays under controlled non-standard conditions had a total standard deviation of 6.6 (100-point scale), where the analytic variables (Lot, Machine, Run) each contributed <1% of the total variance. Additionally, the precision in the DCISionRT test result (DS) had a 95%CI ≤0.4 DS units under controlled non-standard conditions (Day, Lot, and Machine) for molecular assays over a wide range of clinicopathologic factor values. Clinical validation showed that the test identified 37% of patients in a low-risk group with a 10-year invasive IBR rate of ~3% and an absolute risk reduction (ARR) from RT of 1% (number needed to treat, NNT=100), while remaining patients with higher DS scores (elevated-risk) had an ARR for RT of 9% (NNT=11) and 96% clinical sensitivity for RT benefit. Conclusion The analytical performance of the PreludeDx DCISionRT molecular assays was high in representative formalin-fixed, paraffin-embedded breast tumor specimens. The DCISionRT test has been analytically validated and has been clinically validated in multiple peer-reviewed published studies.
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Affiliation(s)
| | | | | | - Pat Whitworth
- University of Tennessee, Knoxville, TN, United States
- Nashville Breast Center, Nashville, TN, United States
| | - Chirag Shah
- Department of Radiation Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, United States
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Kalwaniya DS, Gairola M, Gupta S, Pawan G. Ductal Carcinoma in Situ: A Detailed Review of Current Practices. Cureus 2023; 15:e37932. [PMID: 37220466 PMCID: PMC10200127 DOI: 10.7759/cureus.37932] [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] [Accepted: 04/21/2023] [Indexed: 05/25/2023] Open
Abstract
Ductal carcinoma in situ is a challenge for breast surgeons, beginning with its difficult radiological detection and continuing with its contentious multimodal treatment and management. It is becoming more common as a result of widespread screening mammography and usually manifests as a cluster of calcifications. Patients are usually asymptomatic or present with a small, palpable lump. It is, however, a premalignant lesion that has the potential to progress to invasive carcinoma and is treated similarly with multimodal therapy. Treatment options currently include total or simple mastectomy with sentinel lymph node biopsy or lumpectomy with radiation. Tamoxifen and human epidermal growth factor receptor two suppression therapy are examples of adjuvant therapy. A review of consensus guidelines and literature was performed, in which we included the available online literature on the concerned topic from 2000-2022. This article is not a complete review of all the available literature; rather, it is a comprehensive review of the topic and its current management guidelines.
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Affiliation(s)
- Dheer S Kalwaniya
- General Surgery, Vardhman Mahavir Medical College and Safdarjung Hospital, New Delhi, IND
| | - Madhur Gairola
- General Surgery, Vardhman Mahavir Medical College and Safdarjung Hospital, New Delhi, IND
| | - Sumedha Gupta
- Obstetrics and Gynaecology, Vardhman Mahavir Medical College and Safdarjung Hospital, New Delhi, IND
| | - G Pawan
- General Surgery, Vardhman Mahavir Medical College and Safdarjung Hospital, New Delhi, IND
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45
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Co M, Cheng KCK, Yeung YH, Lau KC, Qian Z, Wong CM, Wong BY, Sin ELK, Wong HYS, Ma CH. Clinical Outcomes of Conservative Treatment for Low-Risk Ductal Carcinoma in Situ: A Systematic Review and Pooled Analysis. Clin Oncol (R Coll Radiol) 2023; 35:255-261. [PMID: 36764879 DOI: 10.1016/j.clon.2023.01.019] [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: 09/12/2022] [Revised: 12/05/2022] [Accepted: 01/26/2023] [Indexed: 02/04/2023]
Abstract
AIMS The current gold standard of treatment for ductal carcinoma in situ (DCIS) is surgical resection with or without adjuvant radiotherapy. However, the increased detection and radical treatment of DCIS did not result in a declined incidence of invasive breast cancers, leading to the debate if DCIS has been overtreated. While ongoing randomised controlled trials on active surveillance of DCIS are still in progress, this systematic review aims to evaluate the best evidence on conservative treatment for DCIS from the literature. MATERIALS AND METHODS This systematic review was conducted in line with the PRISMA statement. We included all relevant studies published up to June 2022 for analysis. The primary outcomes were overall survival and breast cancer-specific survival (BCSS) of conservative treatment for DCIS. RESULTS Three studies, with a total of 34 007 women with low-risk DCIS, were included in the analysis. Active and conservative treatments both resulted in excellent 10-year BCSS, with no statistically insignificant difference (98.6% versus 96.0%, 31 478 women). One study comparing 5-year BCSS of active and conservative treatments only in subjects aged over 80 years also reported [AQ1]an insignificant difference (98.2% versus 96.0%, 2529 women). One study measuring 5- and 10-year overall survival between the treatment groups also reported [AQ1]an insignificant difference (5-year: 96.2% versus 92.4%; 10-year: 85.6% versus 86.7%, 31 106 women). CONCLUSION BCSS between active and conservative treatment for women with low-risk DCIS is both excellent and comparable, suggesting that conservative treatment is a possible alternative without compromising survival.
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Affiliation(s)
- M Co
- Center for Education and Training, Department of Surgery, University of Hong Kong, Hong Kong; Division of Breast Surgery, Queen Mary Hospital, Hong Kong.
| | - K C K Cheng
- Center for Education and Training, Department of Surgery, University of Hong Kong, Hong Kong
| | - Y H Yeung
- Center for Education and Training, Department of Surgery, University of Hong Kong, Hong Kong
| | - K C Lau
- Center for Education and Training, Department of Surgery, University of Hong Kong, Hong Kong
| | - Z Qian
- Center for Education and Training, Department of Surgery, University of Hong Kong, Hong Kong
| | - C M Wong
- Center for Education and Training, Department of Surgery, University of Hong Kong, Hong Kong
| | - B Y Wong
- Center for Education and Training, Department of Surgery, University of Hong Kong, Hong Kong
| | - E L K Sin
- Center for Education and Training, Department of Surgery, University of Hong Kong, Hong Kong
| | - H Y S Wong
- Center for Education and Training, Department of Surgery, University of Hong Kong, Hong Kong
| | - C H Ma
- Center for Education and Training, Department of Surgery, University of Hong Kong, Hong Kong
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Pradhan L, Moore D, Ovadia EM, Swedzinski SL, Cossette T, Sikes RA, van Golen K, Kloxin AM. Dynamic bioinspired coculture model for probing ER + breast cancer dormancy in the bone marrow niche. SCIENCE ADVANCES 2023; 9:eade3186. [PMID: 36888709 PMCID: PMC9995072 DOI: 10.1126/sciadv.ade3186] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 02/03/2023] [Indexed: 05/28/2023]
Abstract
Late recurrences of breast cancer are hypothesized to arise from disseminated tumor cells (DTCs) that reactivate after dormancy and occur most frequently with estrogen receptor-positive (ER+) breast cancer cells (BCCs) in bone marrow (BM). Interactions between the BM niche and BCCs are thought to play a pivotal role in recurrence, and relevant model systems are needed for mechanistic insights and improved treatments. We examined dormant DTCs in vivo and observed DTCs near bone lining cells and exhibiting autophagy. To study underlying cell-cell interactions, we established a well-defined, bioinspired dynamic indirect coculture model of ER+ BCCs with BM niche cells, human mesenchymal stem cells (hMSCs) and fetal osteoblasts (hFOBs). hMSCs promoted BCC growth, whereas hFOBs promoted dormancy and autophagy, regulated in part by tumor necrosis factor-α and monocyte chemoattractant protein 1 receptor signaling. This dormancy was reversible by dynamically changing the microenvironment or inhibiting autophagy, presenting further opportunities for mechanistic and targeting studies to prevent late recurrence.
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Affiliation(s)
- Lina Pradhan
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, DE 19716, USA
| | - DeVonte Moore
- Department of Chemistry and Biochemistry, University of Delaware, Newark, DE 19716, USA
| | - Elisa M. Ovadia
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, DE 19716, USA
| | - Samantha L. Swedzinski
- Department of Materials Science and Engineering, University of Delaware, Newark, DE 19716, USA
| | - Travis Cossette
- Office of Laboratory Animal Medicine, University of Delaware, Newark, DE 19716, USA
| | - Robert A. Sikes
- Department of Biological Sciences, University of Delaware, Newark, DE 19716, USA
| | - Kenneth van Golen
- Department of Biological Sciences, University of Delaware, Newark, DE 19716, USA
| | - April M. Kloxin
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, DE 19716, USA
- Department of Materials Science and Engineering, University of Delaware, Newark, DE 19716, USA
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Ghammraoui B, Bader S, Thuering T, Glick SJ. Classification of breast microcalcifications with GaAs photon-counting spectral mammography using an inverse problem approach. Biomed Phys Eng Express 2023; 9. [PMID: 36716475 DOI: 10.1088/2057-1976/acb70f] [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: 09/01/2022] [Accepted: 01/30/2023] [Indexed: 02/01/2023]
Abstract
The purpose of this study was to investigate the use of a Gallium Arsenide (GaAs) photon-counting spectral mammography system to differentiate between Type I and Type II calcifications. Type I calcifications, consisting of calcium oxalate dihydrate (CO) or weddellite compounds are more often associated with benign lesions in the breast, and Type II calcifications containing hydroxyapatite (HA) are associated with both benign and malignant lesions in the breast. To be able to differentiate between these two calcification types, it is necessary to be able to estimate the full spectrum of the x-ray beam transmitted through the breast. We propose a novel method for estimating the energy-dependent x-ray transmission fraction of a beam using a photon counting detector with a limited number of energy bins. Using the estimated x-ray transmission through microcalcifications, it was observed that calcification type can be accurately estimated with machine learning. The study was carried out on a custom-built laboratory benchtop system using the SANTIS 0804 GaAs detector prototype system from DECTRIS Ltd with two energy thresholds enabled. Four energy thresholds detector was simulated by taking two separate acquisitions in which two energy thresholds were enabled for each acquisition and set at (12 keV, 21 keV) and then (29 keV, 36 keV). Measurements were performed using BR3D (CIRS, Norfolk, VA) breast imaging phantoms mimicking 100% adipose and 100% glandular tissues swirled together in an approximate 50/50 ratio by weight with the addition of in-house-developed synthetic microcalcifications. First, an inverse problem-based approach was used to estimate the full energy x-ray transmission fraction factor using known basis transmission factors from varying thicknesses of aluminum and polymethyl methacrylate (PMMA). Second, the classification of Type I and Type II calcifications was performed using the estimated energy-dependent transmission fraction factors for the pixels containing calcifications. The results were analyzed using receiver operating characteristic (ROC) analysis and demonstrated good discrimination performance with the area under the ROC curve greater than 84%. They indicated that GaAs photon-counting spectral mammography has potential use as a non-invasive method for discrimination between Type I and Type II calcifications. Results from this study suggested that GaAs-based spectral mammography could serve as a non-invasive measure for ruling out malignancy of calcifications found in the breast. Additional studies in more clinically realistic conditions involving breast tissues samples with smaller microcalcification specks should be performed to further explore the feasibility of this approach.
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Affiliation(s)
- Bahaa Ghammraoui
- Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD 20993, United States of America
| | - Shahed Bader
- Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD 20993, United States of America
| | | | - Stephen J Glick
- Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD 20993, United States of America
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Ouattara D, Mathelin C, Özmen T, Lodi M. Molecular Signatures in Ductal Carcinoma In Situ (DCIS): A Systematic Review and Meta-Analysis. J Clin Med 2023; 12:jcm12052036. [PMID: 36902822 PMCID: PMC10004217 DOI: 10.3390/jcm12052036] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 02/22/2023] [Accepted: 02/28/2023] [Indexed: 03/08/2023] Open
Abstract
CONTEXT Adjuvant radiotherapy (RT) after breast-conserving surgery (BCS) for ductal carcinoma in situ (DCIS) is debated as benefits are inconstant. Molecular signatures for DCIS have been developed to stratify the risk of local recurrence (LR) and therefore guide the decision of RT. OBJECTIVE To evaluate, in women with DCIS treated by BCS, the impact of adjuvant RT on LR according to the molecular signature risk stratification. METHODOLOGY We conducted a systematic review and meta-analysis of five articles including women with DCIS treated by BCS and with a molecular assay performed to stratify the risk, comparing the effect of BCS and RT versus BCS alone on LR including ipsilateral invasive (InvBE) and total breast events (TotBE). RESULTS The meta-analysis included 3478 women and evaluated two molecular signatures: Oncotype Dx DCIS (prognostic of LR), and DCISionRT (prognostic of LR and predictive of RT benefit). For DCISionRT, in the high-risk group, the pooled hazard ratio of BCS + RT versus BCS was 0.39 (95%CI 0.20-0.77) for InvBE and 0.34 (95%CI 0.22-0.52) for TotBE. In the low-risk group, the pooled hazard ratio of BCS + RT versus BCS was significant for TotBE at 0.62 (95%CI 0.39-0.99); however, it was not significant for InvBE (HR = 0.58 (95%CI 0.25-1.32)), Discussion: Molecular signatures are able to discriminate high- and low-risk women, high-risk ones having a significant benefit of RT in the reduction of invasive and in situ local recurrences, while in low-risk ones RT did not have a benefit for preventing invasive breast recurrence. The risk prediction of molecular signatures is independent of other risk stratification tools developed in DCIS, and have a tendency toward RT de-escalation. Further studies are needed to assess the impact on mortality.
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Affiliation(s)
- Drissa Ouattara
- Surgery Department, Point G University Hospitals, Bamako P.O. Box 251, Mali
| | - Carole Mathelin
- Strasbourg University Hospital, 1 Avenue Molière, 67200 Strasbourg, France
- Surgical Oncology Department, ICANS Institute of Oncology Strasbourg Europe, 17 Avenue Albert Calmette, CEDEX, 67200 Strasbourg, France
- IGBMC Institute of Genetics, Molecular and Cellular Biology, CNRS, UMR7104 INSERM U964, Strasbourg University, 1 Rue Laurent Fries, 67400 Illkirch-Graffenstaden, France
| | - Tolga Özmen
- Division of Gastrointestinal and Oncologic Surgery, Department of Surgery, Massachusetts General Hospital, Harvard Medical School, 55 Fruit St, Boston, MA 02114, USA
| | - Massimo Lodi
- Strasbourg University Hospital, 1 Avenue Molière, 67200 Strasbourg, France
- Surgical Oncology Department, ICANS Institute of Oncology Strasbourg Europe, 17 Avenue Albert Calmette, CEDEX, 67200 Strasbourg, France
- IGBMC Institute of Genetics, Molecular and Cellular Biology, CNRS, UMR7104 INSERM U964, Strasbourg University, 1 Rue Laurent Fries, 67400 Illkirch-Graffenstaden, France
- Correspondence:
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Udayasiri RI, Luo T, Gorringe KL, Fox SB. Identifying recurrences and metastasis after ductal carcinoma in situ (DCIS) of the breast. Histopathology 2023; 82:106-118. [PMID: 36482277 PMCID: PMC10953414 DOI: 10.1111/his.14804] [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: 08/17/2022] [Revised: 09/06/2022] [Accepted: 09/11/2022] [Indexed: 12/13/2022]
Abstract
Ductal carcinoma in situ (DCIS) of the breast is a non-invasive tumour that has the potential to progress to invasive ductal carcinoma (IDC). Thus, it represents a treatment dilemma: alone it does not present a risk to life, however, left untreated it may progress to a life-threatening condition. Current clinico-pathological features cannot accurately predict which patients with DCIS have invasive potential, and therefore clinicians are unable to quantify the risk of progression for an individual patient. This leads to many women being over-treated, while others may not receive sufficient treatment to prevent invasive recurrence. A better understanding of the molecular features of DCIS, both tumour-intrinsic and the microenvironment, could offer the ability to better predict which women need aggressive treatment, and which can avoid therapies carrying significant side-effects and such as radiotherapy. In this review, we summarise the current knowledge of DCIS, and consider future research directions.
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Affiliation(s)
- Ruwangi I Udayasiri
- Peter MacCallum Cancer Centre and the Sir Peter MacCallum Department of OncologyThe University of MelbourneMelbourneVICAustralia
| | - Tongtong Luo
- Peter MacCallum Cancer Centre and the Sir Peter MacCallum Department of OncologyThe University of MelbourneMelbourneVICAustralia
| | - Kylie L Gorringe
- Peter MacCallum Cancer Centre and the Sir Peter MacCallum Department of OncologyThe University of MelbourneMelbourneVICAustralia
| | - Stephen B Fox
- Peter MacCallum Cancer Centre and the Sir Peter MacCallum Department of OncologyThe University of MelbourneMelbourneVICAustralia
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Do LN, Lee HJ, Im C, Park JH, Lim HS, Park I. Predicting Underestimation of Invasive Cancer in Patients with Core-Needle-Biopsy-Diagnosed Ductal Carcinoma In Situ Using Deep Learning Algorithms. Tomography 2022; 9:1-11. [PMID: 36648988 PMCID: PMC9844271 DOI: 10.3390/tomography9010001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Revised: 12/13/2022] [Accepted: 12/16/2022] [Indexed: 12/24/2022] Open
Abstract
The prediction of an occult invasive component in ductal carcinoma in situ (DCIS) before surgery is of clinical importance because the treatment strategies are different between pure DCIS without invasive component and upgraded DCIS. We demonstrated the potential of using deep learning models for differentiating between upgraded versus pure DCIS in DCIS diagnosed by core-needle biopsy. Preoperative axial dynamic contrast-enhanced magnetic resonance imaging (MRI) data from 352 lesions were used to train, validate, and test three different types of deep learning models. The highest performance was achieved by Recurrent Residual Convolutional Neural Network using Regions of Interest (ROIs) with an accuracy of 75.0% and area under the receiver operating characteristic curve (AUC) of 0.796. Our results suggest that the deep learning approach may provide an assisting tool to predict the histologic upgrade of DCIS and provide personalized treatment strategies to patients with underestimated invasive disease.
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Affiliation(s)
- Luu-Ngoc Do
- Department of Radiology, Chonnam National University, 42 Jebong-ro, Dong-gu, Gwangju 61469, Republic of Korea
| | - Hyo-Jae Lee
- Department of Radiology, Chonnam National University Hospital, 42 Jebong-ro, Dong-gu, Gwangju 61469, Republic of Korea
| | - Chaeyeong Im
- Department of Medicine, Chonnam National University, Gwangju 61469, Republic of Korea
| | - Jae Hyeok Park
- Department of Medicine, Chonnam National University, Gwangju 61469, Republic of Korea
| | - Hyo Soon Lim
- Department of Radiology, Chonnam National University, 42 Jebong-ro, Dong-gu, Gwangju 61469, Republic of Korea
- Department of Radiology, Chonnam National University Hwasun Hospital, Gwangju 58128, Republic of Korea
- Correspondence: (H.S.L.); (I.P.)
| | - Ilwoo Park
- Department of Radiology, Chonnam National University, 42 Jebong-ro, Dong-gu, Gwangju 61469, Republic of Korea
- Department of Radiology, Chonnam National University Hospital, 42 Jebong-ro, Dong-gu, Gwangju 61469, Republic of Korea
- Department of Artificial Intelligence Convergence, Chonnam National University, Gwangju 61186, Republic of Korea
- Department of Data Science, Chonnam National University, Gwangju 61186, Republic of Korea
- Correspondence: (H.S.L.); (I.P.)
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