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Cañellas-Socias A, Sancho E, Batlle E. Mechanisms of metastatic colorectal cancer. Nat Rev Gastroenterol Hepatol 2024; 21:609-625. [PMID: 38806657 DOI: 10.1038/s41575-024-00934-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/17/2024] [Indexed: 05/30/2024]
Abstract
Despite extensive research and improvements in understanding colorectal cancer (CRC), its metastatic form continues to pose a substantial challenge, primarily owing to limited therapeutic options and a poor prognosis. This Review addresses the emerging focus on metastatic CRC (mCRC), which has historically been under-studied compared with primary CRC despite its lethality. We delve into two crucial aspects: the molecular and cellular determinants facilitating CRC metastasis and the principles guiding the evolution of metastatic disease. Initially, we examine the genetic alterations integral to CRC metastasis, connecting them to clinically marked characteristics of advanced CRC. Subsequently, we scrutinize the role of cellular heterogeneity and plasticity in metastatic spread and therapy resistance. Finally, we explore how the tumour microenvironment influences metastatic disease, emphasizing the effect of stromal gene programmes and the immune context. The ongoing research in these fields holds immense importance, as its future implications are projected to revolutionize the treatment of patients with mCRC, hopefully offering a promising outlook for their survival.
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Affiliation(s)
- Adrià Cañellas-Socias
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), Barcelona, Spain.
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Barcelona, Spain.
- Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA.
| | - Elena Sancho
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Barcelona, Spain
| | - Eduard Batlle
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), Barcelona, Spain.
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Barcelona, Spain.
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain.
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Wang T, Wang Z, Zhou J, Jie H, Liao H, Mei J, Pu Q, Liu L. A nomogram predicting the risk of extrathoracic metastasis at initial diagnosis of T ≤3cmN 0 lung cancer. Transl Lung Cancer Res 2024; 13:1841-1850. [PMID: 39263041 PMCID: PMC11384498 DOI: 10.21037/tlcr-24-338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 07/17/2024] [Indexed: 09/13/2024]
Abstract
Background The risk and risk factors of extrathoracic metastasis at initial diagnosis in T≤3cmN0 lung cancer patients are not fully understood. We aimed to develop a model to predict the risk of extrathoracic metastasis in those patients. Methods Clinicopathological data of patients were collected from Surveillance, Epidemiology, and End Results (SEER) database. Univariable and multivariable analyses using logistic regression were conducted to identify risk factors. A predictive model and corresponding nomogram were developed based on the risk factors. The model was assessed using the area under the receiver operating characteristic curve (AUC), Hosmer-Lemeshow test, and decision curve. Results A total of 20,057 T≤3cmN0 patients were enrolled, of whom 251 (1.25%) were diagnosed with extrathoracic metastasis at the initial diagnosis. Aged ≤50 [odds ratio (OR): 2.05, 95% confidence interval (CI): 1.19-3.53, P=0.01] and aged ≥81 [1.65 (1.05-2.58), P=0.03], Hispanic [1.81 (1.20-2.71), P=0.004], location of bronchus [3.18 (1.08-9.35), P=0.04], larger tumor size, pleural invasion, and a history of colorectal cancer [2.01 (1.01-4.00), P=0.046] were independent risk factors. In the training cohort and validation cohort, the AUCs of the developed model were 0.727, 0.728 respectively, and the results of Hosmer-Lemeshow test were P=0.47, P=0.61 respectively. The decision curve showed good clinical meaning of the model. Conclusions Extrathoracic metastasis at initial diagnosis in T≤3cmN0 lung cancer patients was not rare. The model based on the risk factors showed good performance in predicting the risk of extrathoracic metastasis.
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Affiliation(s)
- Tengyong Wang
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, China
| | - Zihuai Wang
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, China
| | - Jian Zhou
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, China
| | - Hui Jie
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, China
| | - Hu Liao
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, China
| | - Jiandong Mei
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, China
| | - Qiang Pu
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, China
| | - Lunxu Liu
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, China
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Michl M, Taverna F, Woischke C, Li P, Klauschen F, Kirchner T, Heinemann V, von Bergwelt-Baildon M, Stahler A, Herold TM, Jurinovic V, Engel J, Kumbrink J, Neumann J. Identification of a gene expression signature associated with brain metastasis in colorectal cancer. Clin Transl Oncol 2024; 26:1886-1895. [PMID: 38558282 PMCID: PMC11249597 DOI: 10.1007/s12094-024-03408-5] [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: 01/31/2024] [Accepted: 02/11/2024] [Indexed: 04/04/2024]
Abstract
PURPOSE Brain metastasis (BM) in colorectal cancer (CRC) is a rare event with poor prognosis. Apart from (K)RAS status and lung and bone metastasis no biomarkers exist to identify patients at risk. This study aimed to identify a gene expression signature associated with colorectal BM. METHODS Three patient groups were formed: 1. CRC with brain metastasis (BRA), 2. exclusive liver metastasis (HEP) and, 3. non-metastatic disease (M0). RNA was extracted from primary tumors and mRNA expression was measured using a NanoString Panel (770 genes). Expression was confirmed by qPCR in a validation cohort. Statistical analyses including multivariate logistic regression followed by receiver operating characteristic (ROC) analysis were performed. RESULTS EMILIN3, MTA1, SV2B, TMPRSS6, ACVR1C, NFAT5 and SMC3 were differentially expressed in BRA and HEP/M0 groups. In the validation cohort, differential NFAT5, ACVR1C and SMC3 expressions were confirmed. BRA patients showed highest NFAT5 levels compared to HEP/M0 groups (global p = 0.02). High ACVR1C expression was observed more frequently in the BRA group (42.9%) than in HEP (0%) and M0 (7.1%) groups (global p = 0.01). High SMC3 expressions were only detectable in the BRA group (global p = 0.003). Only patients with BM showed a combined high expression of NFAT5, ACVR1C or SMC3 as well as of all three genes. ROC analysis revealed a good prediction of brain metastasis by the three genes (area under the curve (AUC) = 0.78). CONCLUSIONS The NFAT5, ACVR1C and SMC3 gene expression signature is associated with colorectal BM. Future studies should further investigate the importance of this biomarker signature.
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Affiliation(s)
- Marlies Michl
- Department of Medicine III, University Hospital, Ludwig-Maximilian-University of Munich, Munich, Germany
- Department of Haematology and Oncology, Comprehensive Cancer Center Munich, Ludwig-Maximilian-University of Munich, Munich, Germany
| | - Francesco Taverna
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilian-University of Munich, Munich, Germany
| | - Christine Woischke
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilian-University of Munich, Munich, Germany
| | - Pan Li
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilian-University of Munich, Munich, Germany
| | - Frederick Klauschen
- Department of Haematology and Oncology, Comprehensive Cancer Center Munich, Ludwig-Maximilian-University of Munich, Munich, Germany
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilian-University of Munich, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich and German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Thomas Kirchner
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilian-University of Munich, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich and German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Volker Heinemann
- Department of Medicine III, University Hospital, Ludwig-Maximilian-University of Munich, Munich, Germany
- Department of Haematology and Oncology, Comprehensive Cancer Center Munich, Ludwig-Maximilian-University of Munich, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich and German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Michael von Bergwelt-Baildon
- Department of Medicine III, University Hospital, Ludwig-Maximilian-University of Munich, Munich, Germany
- Department of Haematology and Oncology, Comprehensive Cancer Center Munich, Ludwig-Maximilian-University of Munich, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich and German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Arndt Stahler
- Department of Hematology, Oncology, and Tumorimmunology, Corporate Member of Freie Universitaet Berlin and Humbolt-Universitaet zu Berlin, Charité - Universitaetsmedizin Berlin, Berlin, Germany
| | - Tobias Marcus Herold
- Department of Medicine III, University Hospital, Ludwig-Maximilian-University of Munich, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich and German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Vindi Jurinovic
- Institute for Medical Information Processing, Biometry and Epidemiology, Ludwig-Maximilian-University of Munich, Munich, Germany
| | - Jutta Engel
- Munich Cancer Registry (MCR), Ludwig-Maximilian-University of Munich, Munich, Germany
| | - Jörg Kumbrink
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilian-University of Munich, Munich, Germany.
- German Cancer Consortium (DKTK), Partner Site Munich and German Cancer Research Centre (DKFZ), Heidelberg, Germany.
| | - Jens Neumann
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilian-University of Munich, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich and German Cancer Research Centre (DKFZ), Heidelberg, Germany
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Gorlov IP, Gorlova OY, Tsavachidis S, Amos CI. Strength of selection in lung tumors correlates with clinical features better than tumor mutation burden. Sci Rep 2024; 14:12732. [PMID: 38831004 PMCID: PMC11148192 DOI: 10.1038/s41598-024-63468-z] [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: 12/08/2023] [Accepted: 05/29/2024] [Indexed: 06/05/2024] Open
Abstract
Single nucleotide substitutions are the most common type of somatic mutations in cancer genome. The goal of this study was to use publicly available somatic mutation data to quantify negative and positive selection in individual lung tumors and test how strength of directional and absolute selection is associated with clinical features. The analysis found a significant variation in strength of selection (both negative and positive) among tumors, with median selection tending to be negative even though tumors with strong positive selection also exist. Strength of selection estimated as the density of missense mutations relative to the density of silent mutations showed only a weak correlation with tumor mutation burden. In the "all histology together" analysis we found that absolute strength of selection was strongly correlated with all clinically relevant features analyzed. In histology-stratified analysis selection was strongest in small cell lung cancer. Selection in adenocarcinoma was somewhat higher compared to squamous cell carcinoma. The study suggests that somatic mutation- based quantifying of directional and absolute selection in individual tumors can be a useful biomarker of tumor aggressiveness.
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Affiliation(s)
- Ivan P Gorlov
- Institute for Clinical and Translational Research, Baylor College of Medicine, One Baylor Plaza, Mailstop: BCM451, Houston, TX, 77030, USA.
| | - Olga Y Gorlova
- Institute for Clinical and Translational Research, Baylor College of Medicine, One Baylor Plaza, Mailstop: BCM451, Houston, TX, 77030, USA
| | - Spyridon Tsavachidis
- Institute for Clinical and Translational Research, Baylor College of Medicine, One Baylor Plaza, Mailstop: BCM451, Houston, TX, 77030, USA
| | - Christopher I Amos
- Institute for Clinical and Translational Research, Baylor College of Medicine, One Baylor Plaza, Mailstop: BCM451, Houston, TX, 77030, USA
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Zeng J, Fan W, Li J, Wu G, Wu H. KRAS/NRAS Mutations Associated with Distant Metastasis and BRAF/PIK3CA Mutations Associated with Poor Tumor Differentiation in Colorectal Cancer. Int J Gen Med 2023; 16:4109-4120. [PMID: 37720173 PMCID: PMC10503567 DOI: 10.2147/ijgm.s428580] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2023] [Accepted: 08/30/2023] [Indexed: 09/19/2023] Open
Abstract
Background The occurrence, progression, and prognosis of colorectal cancer (CRC) are regulated by EGFR-mediated signaling pathways. However, the relationship between the core genes (KRAS/NRAS/BRAF/PIK3CA) status in the signaling pathways and clinicopathological characteristics of CRC patients in Hakka population remains controversial. Methods Patients were genotyped for KRAS (codons 12, 13, 61, 117, and 146), NRAS (codons 12, 61, 117, and 146), BRAF (codons 600), and PIK3CA (codons 542, 545 and 1047) mutations. Clinical records were collected, and clinicopathological characteristic associations were analyzed together with mutations of studied genes. Results Four hundred and eight patients (256 men and 152 women) were included in the analysis. At least one mutation in the four genes was detected in 216 (52.9%) patients, while none was detected in 192 (47.1%) patients. KRAS, NRAS, BRAF, and PIK3CA mutation status were detected in 190 (46.6%), 11 (2.7%), 10 (2.5%), 34 (8.3%) samples, respectively. KRAS exon 2 had the highest proportion (62.5%). Age, tumor site, tumor size, lymphovascular invasion, and perineural invasion were not associated with gene mutations. KRAS mutations (adjusted OR 1.675, 95% CI 1.017-2.760, P=0.043) and NRAS mutations (adjusted OR 5.183, 95% CI 1.239-21.687, P=0.024) appeared more frequently in patients with distant metastasis. BRAF mutations (adjusted OR 7.224, 95% CI 1.356-38.488, P=0.021) and PIK3CA mutations (adjusted OR 3.811, 95% CI 1.268-11.455, P=0.017) associated with poorly differentiated tumor. Conclusion KRAS/NRAS mutations are associated with distant metastasis and BRAF/PIK3CA mutations are associated with poor tumor differentiation in CRC. And the results provided a better understanding between clinicopathological characteristics and gene mutations in CRC patients.
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Affiliation(s)
- Juanzi Zeng
- Department of Medical Oncology, Meizhou People’s Hospital, Meizhou Academy of Medical Sciences, Meizhou, People’s Republic of China
- Center for Precision Medicine, Meizhou People’s Hospital, Meizhou Academy of Medical Sciences, Meizhou, People’s Republic of China
| | - Wenwei Fan
- Department of Gastroenterology, Dongguan Eighth People’s Hospital, Dongguan, People’s Republic of China
| | - Jiaquan Li
- Department of Medical Oncology, Meizhou People’s Hospital, Meizhou Academy of Medical Sciences, Meizhou, People’s Republic of China
- Center for Precision Medicine, Meizhou People’s Hospital, Meizhou Academy of Medical Sciences, Meizhou, People’s Republic of China
| | - Guowu Wu
- Department of Medical Oncology, Meizhou People’s Hospital, Meizhou Academy of Medical Sciences, Meizhou, People’s Republic of China
- Center for Precision Medicine, Meizhou People’s Hospital, Meizhou Academy of Medical Sciences, Meizhou, People’s Republic of China
| | - Heming Wu
- Center for Precision Medicine, Meizhou People’s Hospital, Meizhou Academy of Medical Sciences, Meizhou, People’s Republic of China
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Ban B, Shang A, Shi J. Development and validation of a nomogram for predicting metachronous peritoneal metastasis in colorectal cancer: A retrospective study. World J Gastrointest Oncol 2023; 15:112-127. [PMID: 36684053 PMCID: PMC9850763 DOI: 10.4251/wjgo.v15.i1.112] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 11/23/2022] [Accepted: 12/21/2022] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND Peritoneal metastasis (PM) after primary surgery for colorectal cancer (CRC) has the worst prognosis. Prediction and early detection of metachronous PM (m-PM) have an important role in improving postoperative prognosis of CRC. However, commonly used imaging methods have limited sensitivity to detect PM early. We aimed to establish a nomogram model to evaluate the individual probability of m-PM to facilitate early interventions for high-risk patients.
AIM To establish and validate a nomogram model for predicting the occurrence of m-PM in CRC within 3 years after surgery.
METHODS We used the clinical data of 878 patients at the Second Hospital of Jilin University, between January 1, 2014 and January 31, 2019. The patients were randomly divided into training and validation cohorts at a ratio of 2:1. The least absolute shrinkage and selection operator (LASSO) regression was performed to identify the variables with nonzero coefficients to predict the risk of m-PM. Multivariate logistic regression was used to verify the selected variables and to develop the predictive nomogram model. Harrell’s concordance index, receiver operating characteristic curve, Brier score, and decision curve analysis (DCA) were used to evaluate discrimination, distinctiveness, validity, and clinical utility of this nomogram model. The model was verified internally using bootstrapping method and verified externally using validation cohort.
RESULTS LASSO regression analysis identified six potential risk factors with nonzero coefficients. Multivariate logistic regression confirmed the risk factors to be independent. Based on the results of two regression analyses, a nomogram model was established. The nomogram included six predictors: Tumor site, histological type, pathological T stage, carbohydrate antigen 125, v-raf murine sarcoma viral oncogene homolog B mutation and microsatellite instability status. The model achieved good predictive accuracy on both the training and validation datasets. The C-index, area under the curve, and Brier scores were 0.796, 0.796 [95% confidence interval (CI) 0.735-0.856], and 0.081 for the training cohort and 0.782, 0.782 (95%CI 0.690-0.874), and 0.089 for the validation cohort, respectively. DCA showed that when the threshold probability was between 0.01 and 0.90, using this model to predict m-PM achieved a net clinical benefit.
CONCLUSION We have established and validated a nomogram model to predict m-PM in patients undergoing curative surgery, which shows good discrimination and high accuracy.
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Affiliation(s)
- Bo Ban
- Department of General Surgery, The Second Hospital of Jilin University, Changchun 130041, Jilin Province, China
| | - An Shang
- Department of General Surgery, The Second Hospital of Jilin University, Changchun 130041, Jilin Province, China
| | - Jian Shi
- Department of General Surgery, The Second Hospital of Jilin University, Changchun 130041, Jilin Province, China
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Zhang JW, Huang SH, Qin JM. Clinical strategy of conversion therapy and surgical treatment for liver metastases from colorectal cancer. Shijie Huaren Xiaohua Zazhi 2022; 30:897-913. [DOI: 10.11569/wcjd.v30.i20.897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Colorectal cancer is one of the common malignant tumors of the digestive system in clinical practice. Due to the anatomical characteristics of the colorectum itself, colorectal cancer is prone to liver metastasis. Approximately 15%-25% of colorectal cancer cases are complicated with liver metastasis at diagnosis, 15%-25% are complicated with liver metastasis after radical resection of colorectal cancer, and 80%-90% with liver metastasis cannot undergo radical resection initially. The 5-year survival rate is less than 5%, and liver metastasis is the main cause of death in patients with colorectal cancer. In recent years, with the clinical application of effective chemotherapy and molecular targeted drugs, as well as the rapid development of surgical techniques, an individualized safe, efficient, fast, treatment plan can be formulated according to patients' age, primary colorectal tumor location, degree of differentiation, Ras and B-Raf gene status, tumor size, number and distribution of metastases in the liver. By shrinking the tumor volume in the liver and increasing the residual liver volume, liver metastatic tumors can undergo surgical resection or disease-free status can be achieved in patients with liver metastasis. As a result, patients with colorectal liver metastases can achieve a 5-year survival rate of 30%-57%, which greatly improves the prognosis after operation. According to the postoperative adverse factors, individualized preventive measures are worked out to reduce the impact of adverse factors and improve the prognosis of patients with colorectal liver metastases. In this paper, we systematically discuss the clinical strategy of conversion therapy and surgical treatment for unresectable colorectal cancer liver metastases by reviewing the relevant domestic and foreign literature, so as to provide a theoretical reference for the selection of clinical treatment and program for patients with unresectable colorectal cancer liver metastases.
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Affiliation(s)
- Jin-Wei Zhang
- Department of General Surgery, The Third Hospital Affiliated to Naval Military Medical University, Shanghai 201805, China
| | - Sun-Hua Huang
- Department of General Surgery, The Third Hospital Affiliated to Naval Military Medical University, Shanghai 201805, China
| | - Jian-Min Qin
- Department of General Surgery, The Third Hospital Affiliated to Naval Military Medical University, Shanghai 201805, China
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Brinzan CS, Aschie M, Cozaru GC, Deacu M, Dumitru E, Burlacu I, Mitroi A. KRAS, NRAS, BRAF, PIK3CA, and AKT1 signatures in colorectal cancer patients in south-eastern Romania. Medicine (Baltimore) 2022; 101:e30979. [PMID: 36221415 PMCID: PMC9542653 DOI: 10.1097/md.0000000000030979] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
Somatic mutations in the oncogenes of the epidermal growth factor receptor signaling pathway play vital roles in colorectal carcinogenesis and have been closely linked with clinical resistance to monoclonal therapy. In this study, we have analyzed the mutation frequencies of 5 genes and compared the genetic findings with clinicopathological variables in order to determine diagnostically relevant alterations and compare these findings with those of other studies In our Sanger sequencings, KRAS (exons 2, 3, and 4), NRAS (exons 2, 3, and 4), PIK3CA (exons 9 and 20), BRAF (exon 15), AKT1 (exon 2) genes, and microsatellite instability (MSI) status were analyzed using an ABI 3500 analyzer in a cohort of 58 Romanian colorectal cancer (CRC) patients who underwent surgical resection at Emergency County Clinical Hospital in Constanța, Romania. In our series, mutation rates of KRAS, BRAF, PIK3CA, and AKT1 genes were 39.63%, 8.62%, 6.88%, and 3.44%, respectively. By contrast, we did not find any tumor harboring mutation in the NRAS gene. Notably, the KRAS and PIK3CA mutations were not mutually exclusive, 1 patient harbored 2 mutations in exon2, codon 12 (Gly12Val) of KRAS and exon 20, codon 1047 (His1047Arg) of PIK3CA. The finding of our study are generally consistent with data found in the literature. Regarding to clinicopathological variables, mutation of KRAS was associated with distant metastasis at the time of diagnosis, while mutation of BRAF was significantly associated with MSI-H in contrast with MSI-L/MSS tumors. Moreover, PIK3CA mutation tends to be located in the proximal segment of the colon and to be well/moderately differentiated compared to wild-type tumors. In conclusion, the assessment of these mutations suggests that CRC patients from southeast Romania exhibit a mutation profile similar to other populations. These results could contribute to creating a better method of qualifying patients for molecularly targeted therapies and obtaining better screening strategies.
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Affiliation(s)
- Costel Stelian Brinzan
- Pathology Department, Sf. Apostol Andrei Clinical Emergency County Hospital, Constanta, Romania
- CEDMOG Center, Ovidius University, Constanta, Romania
| | - Mariana Aschie
- Pathology Department, Sf. Apostol Andrei Clinical Emergency County Hospital, Constanta, Romania
- CEDMOG Center, Ovidius University, Constanta, Romania
- Faculty of Medicine, Ovidius University, Constanta, Romania
| | - Georgeta Camelia Cozaru
- Pathology Department, Sf. Apostol Andrei Clinical Emergency County Hospital, Constanta, Romania
- CEDMOG Center, Ovidius University, Constanta, Romania
| | - Mariana Deacu
- Pathology Department, Sf. Apostol Andrei Clinical Emergency County Hospital, Constanta, Romania
- Faculty of Medicine, Ovidius University, Constanta, Romania
| | - Eugen Dumitru
- CEDMOG Center, Ovidius University, Constanta, Romania
- Faculty of Medicine, Ovidius University, Constanta, Romania
| | - Ionut Burlacu
- Pathology Department, Sf. Apostol Andrei Clinical Emergency County Hospital, Constanta, Romania
| | - Anca Mitroi
- Pathology Department, Sf. Apostol Andrei Clinical Emergency County Hospital, Constanta, Romania
- CEDMOG Center, Ovidius University, Constanta, Romania
- *Correspondence: Anca Mitroi, Pathology Department, Sf. Apostol Andrei Clinical Emergency County Hospital, 145 Tomis Blvd, Constanta 900591, Romania (e-mail: )
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Li W, Wang T, Zhu Y, Yu H, Ma L, Ding Y, Hong G, Lei D. Brain metastasis from colorectal cancer: Treatment, survival, and prognosis. Medicine (Baltimore) 2022; 101:e30273. [PMID: 36221357 PMCID: PMC9542566 DOI: 10.1097/md.0000000000030273] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 07/15/2022] [Indexed: 11/05/2022] Open
Abstract
To investigate the clinical characteristics, survival, prognostic factors, and treatment of brain metastasis (BM) from colorectal cancer (CRC). Twenty-one patients with BM from CRC were retrospectively reviewed. Predictive factors for BM and prognostic factors after the diagnosis of BM were examined by univariate and multivariate COX analysis. The time from the development of extracranial metastases, including lung, bone, and liver, to the occurrence of BM was recorded separately. The median overall survival time was 7 months. In univariate prognostic analysis, median survival with multimodal therapy was better than that with unimodal therapy (10 months vs 3 months, P = .000). In addition, median survival with Karnofsky performance status (KPS) < 70, 1 BM lesion, primary tumor stage of II-III, extracranial lesions < 2, and no extracranial metastasis were much better than the other groups (P < .05 of all). Although there was not a significant difference in median survival between patients receiving combination treatment with bevacizumab and those who did not, treatment with bevacizumab was associated with better survival (10 months vs 5 months, P = .436). The time intervals from bone, liver, and lung metastases to BM were 3, 6.5, and 11 months, respectively. Based on multivariate Cox analysis, KPS and treatment modalities were independent prognosis factors (P = .039 and P = .000, respectively). CRC patients with a high KPS and multimodal treatment have improved survival.
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Affiliation(s)
- Wenxia Li
- Department of Oncology Surgery, Beijing Shijitan Hospital, Capital Medical University, Peking University Ninth School of Clinical Medicine, Beijing, China
| | - Tongsheng Wang
- Department of Oncology Surgery, Beijing Shijitan Hospital, Capital Medical University, Peking University Ninth School of Clinical Medicine, Beijing, China
| | - Yubing Zhu
- Department of Oncology Surgery, Beijing Shijitan Hospital, Capital Medical University, Peking University Ninth School of Clinical Medicine, Beijing, China
| | - Haijiao Yu
- Department of Oncology Surgery, Beijing Shijitan Hospital, Capital Medical University, Peking University Ninth School of Clinical Medicine, Beijing, China
| | - Ling Ma
- Department of Oncology Surgery, Beijing Shijitan Hospital, Capital Medical University, Peking University Ninth School of Clinical Medicine, Beijing, China
| | - Yuhan Ding
- Department of Oncology Surgery, Beijing Shijitan Hospital, Capital Medical University, Peking University Ninth School of Clinical Medicine, Beijing, China
| | - Gao Hong
- Department of Oncology Surgery, Beijing Shijitan Hospital, Capital Medical University, Peking University Ninth School of Clinical Medicine, Beijing, China
| | - Ding Lei
- Department of Oncology Surgery, Beijing Shijitan Hospital, Capital Medical University, Peking University Ninth School of Clinical Medicine, Beijing, China
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Rademaker G, Costanza B, Pyr Dit Ruys S, Peiffer R, Agirman F, Maloujahmoum N, Vertommen D, Turtoi A, Bellahcène A, Castronovo V, Peulen O. Paladin, overexpressed in colon cancer, is required for actin polymerisation and liver metastasis dissemination. Oncogenesis 2022; 11:42. [PMID: 35882839 PMCID: PMC9325978 DOI: 10.1038/s41389-022-00416-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Revised: 07/06/2022] [Accepted: 07/08/2022] [Indexed: 11/23/2022] Open
Abstract
Introduction Colorectal cancer remains a public health issue and most colon cancer patients succumb to the development of metastases. Using a specific protocol of pressure-assisted interstitial fluid extrusion to recover soluble biomarkers, we identified paladin as a potential colon cancer liver metastases biomarker. Methods Using shRNA gene knockdown, we explored the biological function of paladin in colon cancer cells and investigated the phospho-proteome within colon cancer cells. We successively applied in vitro migration assays, in vivo metastasis models and co-immunoprecipitation experiments. Results We discovered that paladin is required for colon cancer cell migration and metastasis, and that paladin depletion altered the phospho-proteome within colon cancer cells. Data are available via ProteomeXchange with identifier PXD030803. Thanks to immunoprecipitation experiments, we demonstrated that paladin, was interacting with SSH1, a phosphatase involved in colon cancer metastasis. Finally, we showed that paladin depletion in cancer cells results in a less dynamic actin cytoskeleton. Conclusions Paladin is an undervalued protein in oncology. This study highlights for the first time that, paladin is participating in actin cytoskeleton remodelling and is required for efficient cancer cell migration. ![]()
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Affiliation(s)
- Gilles Rademaker
- Metastasis Research Laboratory, Giga Cancer University of Liège, Liège, Belgium.,Department of Anatomy, University of California, San Francisco, San Francisco, CA, 94143, USA
| | - Brunella Costanza
- Department of Experimental Oncology, European Institute of Oncology (IEO), IRCCS, Milan, 20139, Italy
| | - Sébastien Pyr Dit Ruys
- MassProt platform, de Duve Institute, Université Catholique de Louvain (UCLouvain), Brussels, Belgium
| | - Raphaël Peiffer
- Metastasis Research Laboratory, Giga Cancer University of Liège, Liège, Belgium
| | - Ferman Agirman
- Metastasis Research Laboratory, Giga Cancer University of Liège, Liège, Belgium
| | - Naïma Maloujahmoum
- Metastasis Research Laboratory, Giga Cancer University of Liège, Liège, Belgium
| | - Didier Vertommen
- MassProt platform, de Duve Institute, Université Catholique de Louvain (UCLouvain), Brussels, Belgium
| | - Andrei Turtoi
- Tumor microenvironment and resistance to treatment Laboratory, Institut de Recherche en Cancérologie de Montpellier (IRCM), Université de Montpellier (UM), Institut Régional du Cancer de Montpellier (ICM), Montpellier, France
| | - Akeila Bellahcène
- Metastasis Research Laboratory, Giga Cancer University of Liège, Liège, Belgium
| | - Vincent Castronovo
- Metastasis Research Laboratory, Giga Cancer University of Liège, Liège, Belgium
| | - Olivier Peulen
- Metastasis Research Laboratory, Giga Cancer University of Liège, Liège, Belgium.
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11
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Zhang Y, Qin X, Li Y, Zhang X, Luo R, Wu Z, Li V, Han S, Wang H, Wang H. A Prediction Model Intended for Exploratory Laparoscopy Risk Stratification in Colorectal Cancer Patients With Potential Occult Peritoneal Metastasis. Front Oncol 2022; 12:943951. [PMID: 35912189 PMCID: PMC9326510 DOI: 10.3389/fonc.2022.943951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Accepted: 06/22/2022] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND The early diagnosis of occult peritoneal metastasis (PM) remains a challenge due to the low sensitivity on computed tomography (CT) images. Exploratory laparoscopy is the gold standard to confirm PM but should only be proposed in selected patients due to its invasiveness, high cost, and port-site metastasis risk. In this study, we aimed to develop an individualized prediction model to identify occult PM status and determine optimal candidates for exploratory laparoscopy. METHOD A total of 622 colorectal cancer (CRC) patients from 2 centers were divided into training and external validation cohorts. All patients' PM status was first detected as negative on CT imaging but later confirmed by exploratory laparoscopy. Multivariate analysis was used to identify independent predictors, which were used to build a prediction model for identifying occult PM in CRC. The concordance index (C-index), calibration plot and decision curve analysis were used to evaluate its predictive accuracy and clinical utility. RESULTS The C-indices of the model in the development and validation groups were 0.850 (95% CI 0.815-0.885) and 0.794 (95% CI, 0.690-0.899), respectively. The calibration curve showed consistency between the observed and predicted probabilities. The decision curve analysis indicated that the prediction model has a great clinical value between thresholds of 0.10 and 0.72. At a risk threshold of 30%, a total of 40% of exploratory laparoscopies could have been prevented, while still identifying 76.7% of clinically occult PM cases. A dynamic online platform was also developed to facilitate the usage of the proposed model. CONCLUSIONS Our individualized risk model could reduce the number of unnecessary exploratory laparoscopies while maintaining a high rate of diagnosis of clinically occult PM. These results warrant further validation in prospective studies. CLINICAL TRIAL REGISTRATION https://www.isrctn.com, identifier ISRCTN76852032.
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Affiliation(s)
- Yuanxin Zhang
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xiusen Qin
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yang Li
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xi Zhang
- General Surgery Center, Department of Gastrointestinal Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Rui Luo
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Zhijie Wu
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Victoria Li
- Department of Secondary Education, Yew Chung International School, Kowloon Tong, Hong Kong, China
| | - Shuai Han
- General Surgery Center, Department of Gastrointestinal Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Hui Wang
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Huaiming Wang
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
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12
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Zhang Y, Qin X, Luo R, Wang H, Wang H, Luo H. Risk Factors for Synchronous Peritoneal Metastases in Colorectal Cancer: A Systematic Review and Meta-Analysis. Front Oncol 2022; 12:885504. [PMID: 35795042 PMCID: PMC9251319 DOI: 10.3389/fonc.2022.885504] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 05/23/2022] [Indexed: 11/13/2022] Open
Abstract
Background Early detection of synchronous colorectal peritoneal metastases (CPMs) is difficult due to the absence of typical symptoms and the low accuracy of imaging examinations. Increasing the knowledge of the risk factors for synchronous CPM may be essential for early diagnosis and improving their management. This study aimed to identify the risk factors for synchronous CPM. Method The study was registered at PROSPERO (CRD42020198548). The PubMed, Embase and Cochrane Library databases were searched for studies comparing the clinicopathological and molecular features between patients with or without synchronous CPM. The pooled data were assessed by a random-effects model. Results Twenty-five studies were included. A synchronous CPM was positively associated with female sex (OR 1.299; 1.118 to 1.509; P = 0.001), PROK1/PROKR2-positivity (OR 2.244; 1.031 to 4.884; P = 0.042), right-sided colon cancer (OR 2.468; 2.050 to 2.970; P < 0.001), poorly differentiated grade (OR 2.560; 1.537 to 4.265; P < 0.001), BRAF mutation (OR 2.586; 1.674 to 3.994; P < 0.001), mucinous adenocarcinoma (OR 3.565; 2.095 to 6.064; P < 0.001), signet-ring cell carcinoma (OR 4.480; 1.836 to 10.933; P = 0.001), N1-2 (OR 5.665; 3.628 to 8.848; P < 0.001), T4 (OR 12.331; 7.734 to 19.660; P < 0.001) and elevated serum CA19-9 (OR 12.868; 5.196 to 31.867; P < 0.001). Conclusions These evidence-based risk factors are indicators that could predict the presence of synchronous CPMs and can improve their management. Systematic Review Registration www.crd.york.ac.uk/prospero, identifier: CRD42020198548.
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Affiliation(s)
- Yuanxin Zhang
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xiusen Qin
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Rui Luo
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Hui Wang
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Huaiming Wang
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
- *Correspondence: Huaiming Wang, ; Hongzhi Luo,
| | - Hongzhi Luo
- Department of Tumor Surgery, Zhongshan City People’s Hospital, Zhongshan, China
- *Correspondence: Huaiming Wang, ; Hongzhi Luo,
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13
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Larsen SG, Goscinski MA, Dueland S, Steigen SE, Hofsli E, Torgunrud A, Lund-Iversen M, Dagenborg VJ, Flatmark K, Sorbye H. Impact of KRAS, BRAF and microsatellite instability status after cytoreductive surgery and HIPEC in a national cohort of colorectal peritoneal metastasis patients. Br J Cancer 2022; 126:726-735. [PMID: 34887523 PMCID: PMC8888568 DOI: 10.1038/s41416-021-01620-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 10/18/2021] [Accepted: 10/29/2021] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Patients with metastatic colorectal cancer (mCRC) carrying BRAF (mutBRAF) or KRAS mutation (mutKRAS) have an inferior prognosis after liver or lung surgery, whereas the prognostic role in the context of peritoneal metastasis (PM) after cytoreductive surgery (CRS) and hyperthermic intraperitoneal chemotherapy (HIPEC) has been less investigated. METHODS In total, 257 patients with non-appendiceal PM-CRC were included from the Norwegian National Unit for CRS-HIPEC. RESULTS In total, 180 patients received CRS-HIPEC with Mitomycin C, 77 patients received palliative surgery only. In the CRS-HIPEC group, mutBRAF was found in 24.7%, mutKRAS 33.9% and double wild-type 41.4% without differences in survival. MSI was found in 29.3% of mutBRAF cases. Patients with mutBRAF/MSI had superior 5-year survival compared to mutBRAF with MSS (58.3% vs 25.2%, P = 0.022), and better 3-year disease-free survival (DFS) compared to mutKRAS (48.6% vs 17.2%, P = 0.049). Peritoneal Cancer Index and the number of lymph node metastasis were prognostic for OS, and the same two, location and gender prognostic for DFS in multivariate analysis. CONCLUSIONS PM-CRC with CRS-HIPEC patients has a surprisingly high proportion of mutBRAF (24.7%). Survival was similar comparing mutBRAF, mutKRAS and double wild-type cases, whereas a small subgroup with mutBRAF and MSI had better survival. Patients with mutBRAF tumours and limited PM should be considered for CRS-HIPEC.
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Affiliation(s)
- S. G. Larsen
- grid.55325.340000 0004 0389 8485Section for Surgical Oncology, Norwegian Radium Hospital, Department of Gastroenterological Surgery, Oslo University Hospital, Oslo, Norway
| | - M. A. Goscinski
- grid.55325.340000 0004 0389 8485Section for Surgical Oncology, Norwegian Radium Hospital, Department of Gastroenterological Surgery, Oslo University Hospital, Oslo, Norway
| | - S. Dueland
- grid.55325.340000 0004 0389 8485Department of Oncology, Norwegian Radium Hospital, Oslo University Hospital, Oslo, Norway
| | - S. E. Steigen
- grid.412244.50000 0004 4689 5540Department of Clinical Pathology, University Hospital of North Norway, Tromsø, Norway
| | - E. Hofsli
- grid.52522.320000 0004 0627 3560The Cancer Clinic, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway ,grid.5947.f0000 0001 1516 2393Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - A. Torgunrud
- grid.5947.f0000 0001 1516 2393Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - M. Lund-Iversen
- grid.5510.10000 0004 1936 8921Department of Clinical Pathology, University of Oslo, Oslo, Norway
| | - V. J. Dagenborg
- grid.55325.340000 0004 0389 8485Section for Surgical Oncology, Norwegian Radium Hospital, Department of Gastroenterological Surgery, Oslo University Hospital, Oslo, Norway
| | - K. Flatmark
- grid.55325.340000 0004 0389 8485Section for Surgical Oncology, Norwegian Radium Hospital, Department of Gastroenterological Surgery, Oslo University Hospital, Oslo, Norway ,grid.55325.340000 0004 0389 8485Department of Tumor Biology, Institute for Cancer Research, Norwegian Radium Hospital, Oslo University Hospital, Oslo, Norway
| | - H. Sorbye
- grid.7914.b0000 0004 1936 7443Department of Oncology, Haukeland University Hospital and Department of Clinical Science, University of Bergen, Bergen, Norway
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14
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Currais P, Rosa I, Claro I. Colorectal cancer carcinogenesis: From bench to bedside. World J Gastrointest Oncol 2022; 14:654-663. [PMID: 35321283 PMCID: PMC8919024 DOI: 10.4251/wjgo.v14.i3.654] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Revised: 12/18/2021] [Accepted: 02/20/2022] [Indexed: 02/06/2023] Open
Abstract
Colorectal cancer (CRC) remains one of the main causes of cancer death in developed countries. Yet, it is potentially preventable, by removing the precursor lesions - adenomas or serrated lesions. Several studies proved that this intervention reduces CRC mortality and that the first colonoscopy’s results can guide surveillance strategies. More recently, it became clear that several carcinogenesis pathways may lead to sporadic CRC. CRC is a heterogeneous disease, characterized by multiple molecular subtypes. Three main pathways have been implicated in the development of CRC: Chromosomal instability, microsatellite instability, and the “serrated” pathways, with overlapping features between them. This and other molecular and genetic based CRC classifications are known to have clinical implications, spanning from familial risk assessment to therapy choices. The authors review basic science data and provide insight on current implications for the management of patients with CRC.
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Affiliation(s)
- Pedro Currais
- Department of Gastroenterology, Instituto Portugues de Oncologia de Lisboa Francisco Gentil, Lisboa 1099-023, Portugal
| | - Isadora Rosa
- Department of Gastroenterology, Instituto Portugues de Oncologia de Lisboa Francisco Gentil, Lisboa 1099-023, Portugal
| | - Isabel Claro
- Department of Gastroenterology, Instituto Portugues de Oncologia de Lisboa Francisco Gentil, Lisboa 1099-023, Portugal
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15
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Li Y, Gong J, Shen X, Li M, Zhang H, Feng F, Tong T. Assessment of Primary Colorectal Cancer CT Radiomics to Predict Metachronous Liver Metastasis. Front Oncol 2022; 12:861892. [PMID: 35296011 PMCID: PMC8919043 DOI: 10.3389/fonc.2022.861892] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 02/07/2022] [Indexed: 12/18/2022] Open
Abstract
ObjectivesTo establish and validate a machine learning-based CT radiomics model to predict metachronous liver metastasis (MLM) in patients with colorectal cancer.MethodsIn total, 323 patients were retrospectively recruited from two independent institutions to develop and evaluate the CT radiomics model. Then, 1288 radiomics features were extracted to decode the imaging phenotypes of colorectal cancer on CT images. The optimal radiomics features were selected using a recursive feature elimination selector configured by a support vector machine. To reduce the bias caused by an unbalanced dataset, the synthetic minority oversampling technique was applied to resample the minority samples in the datasets. Then, both radiomics and clinical features were used to train the multilayer perceptron classifier to develop two classification models. Finally, a score-level fusion model was developed to further improve the model performance.ResultsThe area under the curve (AUC) was 0.78 ± 0.07 for the tumour feature model and 0.79 ± 0.08 for the clinical feature model. The fusion model achieved the best performance, with AUCs of 0.79 ± 0.08 and 0.72 ± 0.07 in the internal and external validation cohorts.ConclusionsRadiomics models based on baseline colorectal contrast-enhanced CT have high potential for MLM prediction. The fusion model combining radiomics and clinical features can provide valuable biomarkers to identify patients with a high risk of colorectal liver metastases.
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Affiliation(s)
- Yue Li
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Jing Gong
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Xigang Shen
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Menglei Li
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Huan Zhang
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Feng Feng
- Department of Radiology, Affiliated Tumor Hospital of Nantong University, Nantong, China
- *Correspondence: Feng Feng, ; Tong Tong,
| | - Tong Tong
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- *Correspondence: Feng Feng, ; Tong Tong,
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16
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Bonde A, Smith DA, Kikano E, Yoest JM, Tirumani SH, Ramaiya NH. Overview of serum and tissue markers in colorectal cancer: a primer for radiologists. Abdom Radiol (NY) 2021; 46:5521-5535. [PMID: 34415413 DOI: 10.1007/s00261-021-03243-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2021] [Revised: 08/05/2021] [Accepted: 08/07/2021] [Indexed: 12/17/2022]
Abstract
Serum and tissue tumor markers provide crucial information in the diagnosis, treatment, and follow-up of colorectal cancers. Tissue tumor markers are increasingly used for determination of targeted chemotherapy planning based on genotyping of tumor cells. Recently, plasma-based technique of liquid biopsy is being evaluated for providing tumor biomarkers in the management of colorectal cancer. Tumor markers are commonly used in conjunction with imaging during initial staging, treatment determination, response assessment, and determination of recurrence or metastatic disease. Knowledge of tumor markers and their association with radiological findings is thus crucial for radiologists. Additionally, various novel imaging techniques are being evaluated as potential noninvasive imaging biomarkers to predict tumor genotypes, features, and tumor response. We review and discuss the potential role of these newer imaging techniques.
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Affiliation(s)
- Apurva Bonde
- Department of Radiology, University of Texas Health Science Center at San Antonio, 7703 Floyd Curl Drive, San Antonio, TX, 78229, USA.
| | - Daniel A Smith
- Department of Radiology, University Hospitals Cleveland Medical Center, Case Western Reserve University, 11100 Euclid Ave, Cleveland, OH, 44106, USA
| | - Elias Kikano
- Department of Radiology, University Hospitals Cleveland Medical Center, Case Western Reserve University, 11100 Euclid Ave, Cleveland, OH, 44106, USA
| | - Jennifer M Yoest
- Department of Pathology, University Hospitals Cleveland Medical Center, Case Western Reserve University, 11100 Euclid Ave, Cleveland, OH, 44106, USA
| | - Sree H Tirumani
- Department of Radiology, University Hospitals Cleveland Medical Center, Case Western Reserve University, 11100 Euclid Ave, Cleveland, OH, 44106, USA
| | - Nikhil H Ramaiya
- Department of Radiology, University Hospitals Cleveland Medical Center, Case Western Reserve University, 11100 Euclid Ave, Cleveland, OH, 44106, USA
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17
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Simkens GA, Wintjens AGWE, Rovers KP, Nienhuijs SW, de Hingh IH. Effective Strategies to Predict Survival of Colorectal Peritoneal Metastases Patients Eligible for Cytoreductive Surgery and HIPEC. Cancer Manag Res 2021; 13:5239-5249. [PMID: 34234566 PMCID: PMC8257566 DOI: 10.2147/cmar.s277912] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Accepted: 06/16/2021] [Indexed: 12/11/2022] Open
Abstract
Cytoreductive surgery (CRS) and hyperthermic intraperitoneal chemotherapy (HIPEC), often combined with systemic therapy, can be offered to selected colorectal peritoneal metastases (PM) patients. However, clinical heterogeneity and the lack of high-level evidence challenges determination of the correct treatment strategy. This review aims to provide an overview of current strategies to predict survival of colorectal PM patients treated with CRS and HIPEC, guiding clinicians to select a suitable treatment-strategy and to inform patients about their prognosis. First, the prognostic relevance of several clinicopathological prognostic factors, such as extent of PM, location of primary tumor, histology type, and the presence of lymph node or liver metastases will be discussed. Subsequently, special attention will be given to recent developments in several aspects of tumor biology such as RAF/RAS mutations, circulating tumor DNA, immunoprofiling, and consensus molecular subtypes. Finally, currently available prognostic models to predict survival will be evaluated, concluding these models perform moderate to good, but most of them partly rely on intra-operative data. New insights in tumor biology, as well as the reliable assessment of extent of peritoneal disease by diffusion weighted MRI pose promising opportunities to establish an adequate and clinically meaningful preoperative prognostic model in the near future.
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Affiliation(s)
- Geert A Simkens
- Department of Surgery, Catharina Cancer Institute, Eindhoven, The Netherlands.,Department of Surgery, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Anne G W E Wintjens
- NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, The Netherlands
| | - Koen P Rovers
- Department of Surgery, Catharina Cancer Institute, Eindhoven, The Netherlands
| | - Simon W Nienhuijs
- Department of Surgery, Catharina Cancer Institute, Eindhoven, The Netherlands
| | - Ignace H de Hingh
- Department of Surgery, Catharina Cancer Institute, Eindhoven, The Netherlands.,GROW - School for Oncology and Development Biology, Maastricht University, Maastricht, The Netherlands
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18
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Biomarker alterations associated with distinct patterns of metastatic spread in colorectal cancer. Virchows Arch 2020; 478:695-705. [PMID: 33300106 PMCID: PMC7990752 DOI: 10.1007/s00428-020-02983-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Revised: 11/25/2020] [Accepted: 12/01/2020] [Indexed: 11/09/2022]
Abstract
Metastatic spread is the most important life-threatening feature of colorectal cancer and is supposed to be mainly driven by alterations in different carcinogenic pathways. The present study compared mutation and expression profiles of distinctive biomarkers in colorectal cancer patients with different clinical metastatic patterns. As for a case-control study, patients were matched according to T category, grading and primary tumour site. Overall, 246 patients with either exclusive lung metastasis (N = 82), exclusive liver metastasis (N = 82) or non-metastatic colorectal cancer (N = 82) were identified. Paraffin-embedded specimens were examined for mutations in the RAS and RAF genes and for the expression of β-catenin and CD133. Clinical endpoints were presence or absence of distant metastasis, formation of metastasis in lungs versus the liver and survival. MAPK pathway mutations in either the KRAS, NRAS or BRAF gene were associated with the development of lung metastasis (63.4%) compared to the control group (47.6%; p = 0.04). MAPK pathway alterations plus high β-catenin expression were associated with metastasis to the lungs but not to the liver (28.0% vs. 13.4%; p = 0.02). High CD133 expression correlated with the development of liver metastasis compared to the control group (30.5% vs. 14.6%; p = 0.02). This data indicates that different patterns of distant spread are associated with specific biomarker alterations and may represent different molecular subtypes of colorectal cancer. However, underlying mechanisms of metastasis formation in different anatomic sites remains unclear. Since knowledge of the anticipated site of distant spread would substantially impact clinical management, further research is needed to identify solid biomarkers for different metastatic patterns.
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19
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Navarria P, Minniti G, Clerici E, Comito T, Cozzi S, Pinzi V, Fariselli L, Ciammella P, Scoccianti S, Borzillo V, Anselmo P, Maranzano E, Dell'acqua V, Jereczek-Fossa B, Giaj Levra N, Podlesko AM, Giudice E, Buglione di Monale E Bastia M, Pedretti S, Bruni A, Bossi Zanetti I, Borghesi S, Busato F, Pasqualetti F, Paiar F, Scorsetti M. Brain metastases from primary colorectal cancer: is radiosurgery an effective treatment approach? Results of a multicenter study of the radiation and clinical oncology Italian association (AIRO). Br J Radiol 2020; 93:20200951. [PMID: 33035077 DOI: 10.1259/bjr.20200951] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
OBJECTIVES The prognosis of brain metastatic colorectal cancer patients (BMCRC) is poor. Several local treatments have been used, but the optimal treatment choice remains an unresolved issue. We evaluated the clinical outcomes of a large series of BMCRC patients treated in several Italian centers using stereotactic radiosurgery (SRS). METHODS 185 BMCRC patients for a total of 262 lesions treated were evaluated. Treatments included surgery followed by post-operative SRS to the resection cavity, and SRS, either single-fraction, then hypofractionated SRS (HSRS). Outcomes was measured in terms of local control (LC), toxicities, brain distant failure (BDF), and overall survival (OS). Prognostic factors influencing survival were assed too. RESULTS The median follow-up time was 33 months (range 3-183 months). Surgery plus SRS have been performed in 28 (10.7%) cases, SRS in 141 (53.8%), and HSRS in 93 (35.5%). 77 (41.6%) patients received systemic therapy. The main total dose and fractionation used were 24 Gy in single fraction or 24 Gy in three daily fractions. Local recurrence occurred in 32 (17.3%) patients. Median, 6 months,1-year-LC were 86 months (95%CI 36-86), 87.2% ± 2.8, 77.8% ± 4.1. Median,6 months,1-year-BDF were 23 months (95%CI 9-44), 66.4% ± 3.9, 55.3% ± 4.5. Median,6 months,1-year-OS were 7 months (95% CI 6-9), 52.7% ± 3.6, 33% ± 3.5. No severe neurological toxicity occurred. Stage at diagnosis, Karnofsky Performance Status (KPS), presence and number of extracranial metastases, and disease-specific-graded-prognostic-assessment (DS-GPA) score were observed as conditioning survival. CONCLUSION SRS/HSRS have proven to be an effective local treatment for BMCRC. A careful evaluation of prognostic factors as well as a multidisciplinary evaluation is a valid aid to manage the optimal therapeutic strategy for CTC patients with BMs. ADVANCES IN KNOWLEDGE The prognosis of BMCRC is poor. Several local treatments was used, but optimal treatment choice remains undefined. Radiosurgery has proven to be an effective local treatment for BMCRC. A careful evaluation of prognostic factors and a multidisciplinary evaluation needed.
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Affiliation(s)
- Pierina Navarria
- Radiotherapy and Radiosurgery Department, Humanitas Clinical and Research Hospital-IRCCS, Rozzano (MI), Italy
| | | | - Elena Clerici
- Radiotherapy and Radiosurgery Department, Humanitas Clinical and Research Hospital-IRCCS, Rozzano (MI), Italy
| | - Tiziana Comito
- Radiotherapy and Radiosurgery Department, Humanitas Clinical and Research Hospital-IRCCS, Rozzano (MI), Italy
| | - Salvatore Cozzi
- Radiotherapy and Radiosurgery Department, Humanitas Clinical and Research Hospital-IRCCS, Rozzano (MI), Italy
| | - Valentina Pinzi
- Radiotherapy Unit, Istituto Neurologico Fondazione "Carlo Besta", Milan, Italy
| | - Laura Fariselli
- Radiotherapy Unit, Istituto Neurologico Fondazione "Carlo Besta", Milan, Italy
| | - Patrizia Ciammella
- Radiation Therapy Unit, Department of Oncology and Advanced Technology, Azienda Ospedaliera Arcispedale S Maria Nuova, Reggio Emilia, Italy
| | - Silvia Scoccianti
- Radiation Oncology Unit, Azienda Ospedaliera Universitaria Careggi, Florence, Italy
| | - Valentina Borzillo
- UOC Radiation Oncology, Istituto Nazionale per lo Studio e la Cura dei Tumori - Fondazione "Giovanni Pascale", Milan, Italy
| | - Paola Anselmo
- Radiotherapy Oncology Centre, "S. Maria" Hospital, Terni, Italy
| | | | - Veronica Dell'acqua
- Department of Radiotherapy, IEO European Institute of Oncology, IRCCS, Milan, Italy
| | - Barbara Jereczek-Fossa
- Department of Radiotherapy, IEO European Institute of Oncology, IRCCS, Milan, Italy.,Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
| | - Niccolò Giaj Levra
- Radiation Oncology, Sacro Cuore Don Calabria Hospital, Negrar-Verona, Italy
| | | | - Emilia Giudice
- Radiation Therapy unit, Policlinico Universitario Tor Vergata, Roma, Italy
| | | | - Sara Pedretti
- Department of Radiation Oncology, University and Spedali Civili Hospital, Brescia, Italy
| | | | | | | | | | - Francesco Pasqualetti
- Department of Radiation Oncology, Azienda Ospedaliera Universitaria Pisana, University of Pisa, Pisa, Italy
| | - Fabiola Paiar
- Department of Radiation Oncology, Azienda Ospedaliera Universitaria Pisana, University of Pisa, Pisa, Italy
| | - Marta Scorsetti
- Radiotherapy and Radiosurgery Department, Humanitas Clinical and Research Hospital-IRCCS, Rozzano (MI), Italy.,Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
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20
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Ricke J, Westphalen CB, Seidensticker M. Therapeutic Concepts for Oligometastatic Gastrointestinal Tumours. Visc Med 2020; 36:359-363. [PMID: 33178732 DOI: 10.1159/000509897] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Accepted: 07/02/2020] [Indexed: 12/25/2022] Open
Abstract
Background Clinical trials have proven a survival benefit from applying local therapies for oligometastatic cancers of various origin. Summary Today, the definition of oligometa-static disease is based on limited lesion numbers and organ systems involved. Treatment guidelines by the European Organisation for Research and Treatment of Cancer (EORTC), European Society for Medical Oncology (ESMO) and several other groups suggest a threshold of up to 5 tumours. Established biological markers indicating the aggressiveness of a given tumour (and therefore suggesting local treatment only or the addition of or complete switch to systemic therapies) are missing, except for disease-free survival, the only recommended parameter for patient selection beyond lesion count. Key Message The following article discusses clinical implications as well as local techniques established for the treatment of oligometastatic disease.
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Affiliation(s)
- Jens Ricke
- Klinik und Poliklinik für Radiologie, LMU Klinikum, Munich, Germany
| | - Christoph Benedikt Westphalen
- Medizinische Klinik und Poliklinik III und CCC München, Klinikum der Universität München, LMU München, Munich, Germany
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21
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Baratti D, Kusamura S, Niger M, Perrone F, Milione M, Cattaneo L, Guaglio M, Bartolini V, Pietrantonio F, Deraco M. Prognostic Impact of Primary Side and RAS/RAF Mutations in a Surgical Series of Colorectal Cancer with Peritoneal Metastases. Ann Surg Oncol 2020; 28:3332-3342. [PMID: 32974694 DOI: 10.1245/s10434-020-09161-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Accepted: 08/31/2020] [Indexed: 01/06/2023]
Abstract
BACKGROUND Selecting patients with colorectal cancer peritoneal metastases (CRC-PMs) for surgery is still a concern. Biological features have the potential to improve prognostic stratification, but their significance in this clinical setting is still unclear. We assessed the prognostic impact of primary side and KRAS/NRAS/BRAF/PIK3CA mutations in patients treated with either cytoreductive surgery and hyperthermic intraperitoneal chemotherapy (CRS/HIPEC) or CRS alone. METHODS We reviewed a prospective database of 152 CRC-PM patients selected to undergo perioperative systemic chemotherapy and CRS with or without HIPEC. Extensive mutational analysis of KRAS, NRAS, BRAF, and PIK3CA was performed by polymerase chain reaction (PCR). In 68 patients, Ion Torrent next-generation sequencing technology was used to characterize the hotspot regions of 50 genes. RESULTS The primary tumor was right-sided in 61 patients (40.1%) and left-sided in 91 patients (59.9%). Right-sided primaries were associated with mutated KRAS (p = 0.01) and normal carcinoembryonic antigen (CEA; p = 0.03). KRAS was mutated in 71/152 patients (46.7%), NRAS in 7/152 patients (4.6%), BRAF in 10/152 patients (6.6%), PIK3CA in 17/78 patients (25.0%), TP53 in 37/68 patients (54.4%), APC in 25/68 patients (36.7%), SMAD4 in 13/68 patients (19.1%), and FBXW7 in 5/68 patients (7.4%). Median follow-up was 54.9 months and median survival from PM diagnosis was 45.1 months. The right-sided primary (hazard ratio [HR] 1.62, 95% confidence interval [CI] 0.43-0.89; p = 0.011), BRAF mutations (HR 2.21, 95% CI 1.05-4.63; p = 0.038), and Peritoneal Cancer Index (HR 1.47, 95% CI 1.03-2.10; p = 0.036) independently correlated with poorer survival, while APC mutations univariately correlated with better survival (p = 0.03). CONCLUSIONS BRAF mutations and right-sided primary are adverse prognostic factors that may be used to optimize therapeutic strategies. APC may be involved in CRC-PM development and progression.
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Affiliation(s)
- Dario Baratti
- Peritoneal Malignancy Program, Department of Surgery, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
| | - Shigeki Kusamura
- Peritoneal Malignancy Program, Department of Surgery, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Monica Niger
- Department of Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Federica Perrone
- Laboratory of Molecular Pathology, Department of Pathology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Massimo Milione
- Department of Pathology and Laboratory Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Laura Cattaneo
- Department of Pathology and Laboratory Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Marcello Guaglio
- Peritoneal Malignancy Program, Department of Surgery, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Valentina Bartolini
- Peritoneal Malignancy Program, Department of Surgery, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Filippo Pietrantonio
- Department of Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Marcello Deraco
- Peritoneal Malignancy Program, Department of Surgery, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
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22
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Lee J, Hong HK, Peng SB, Kim TW, Lee WY, Yun SH, Kim HC, Liu J, Ebert PJ, Aggarwal A, Jung S, Cho YB. Identifying metastasis-initiating miRNA-target regulations of colorectal cancer from expressional changes in primary tumors. Sci Rep 2020; 10:14919. [PMID: 32913235 PMCID: PMC7484763 DOI: 10.1038/s41598-020-71868-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2020] [Accepted: 07/21/2020] [Indexed: 12/24/2022] Open
Abstract
Colorectal cancer (CRC) is prevalent with high mortality, with liver metastasis contributing as a major factor that worsens the survival of patients. The roles of miRNAs in CRC have been elucidated, subsequent to recent studies that suggest the involvement of miRNAs in cancer biology. In this study, we compare the miRNA and gene expression profiles of primary tumors between two groups of patients (with and without liver metastasis) to identify the metastasis-initiating microRNA-target gene regulations. Analysis from 33 patients with metastasis and 14 patients without metastasis revealed that 17 miRNAs and their 198 predicted target genes are differentially expressed, where the target genes showed association with cancer progression and metastasis with statistical significance. In order to evaluate the clinical implications of the findings, we classified CRC patients of independent data into two groups based on the identified miRNA-target regulations, where one group was closer to primary tumors with metastasis than the other group. The comparison of survival showed statistically significant difference, thereby implying the roles of the identified miRNA-target regulations in cancer progression and metastasis. The identification of metastasis-initiating miRNA-target regulations in this study will lead to better understanding of the roles of miRNAs in CRC progression.
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Affiliation(s)
- Jongmin Lee
- Gachon Institute of Genome Medicine and Science, Gachon University Gil Medical Center, Incheon, Republic of Korea
| | - Hye Kyung Hong
- Research Institute for Future Medicine, Samsung Medical Center, Seoul, Republic of Korea
| | | | - Tae Won Kim
- Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University, Seoul, Republic of Korea
| | - Woo Yong Lee
- Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University, Seoul, Republic of Korea.,Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Seong Hyun Yun
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Hee Cheol Kim
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | | | | | | | - Sungwon Jung
- Gachon Institute of Genome Medicine and Science, Gachon University Gil Medical Center, Incheon, Republic of Korea. .,Department of Genome Medicine and Science, Gachon University College of Medicine, Incheon, Republic of Korea.
| | - Yong Beom Cho
- Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University, Seoul, Republic of Korea. .,Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.
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23
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Paulatto L, Dioguardi Burgio M, Sartoris R, Beaufrère A, Cauchy F, Paradis V, Vilgrain V, Ronot M. Colorectal liver metastases: radiopathological correlation. Insights Imaging 2020; 11:99. [PMID: 32844319 PMCID: PMC7447704 DOI: 10.1186/s13244-020-00904-4] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Accepted: 08/04/2020] [Indexed: 02/07/2023] Open
Abstract
With the development of chemotherapy regimens, targeted therapies, and hepatic surgery, the survival of patients with colorectal liver metastases (CRLM) has dramatically improved. Imaging plays a central role for the diagnosis, staging, and treatment allocation in these patients. To interpret CRLM on imaging, radiologists must be familiar with the main imaging features of untreated tumors as well as the modifications induced by systemic therapies, and their meaning in relation to pathological tumor response and tumor biology. CRLM have the same histological features as the primary tumor. Most are “non-otherwise specified” (NOS) adenocarcinomas. The mucinous tumor is the most common of the rare subtypes. In NOS tumors, imaging usually differentiates central areas of necrosis from peripheral proliferating tumors and desmoplastic reaction. Areas of mucin mixed with fibrosis are seen in mucinous subtypes to help differentiate the metastases from other tumors cysts or hemangiomas. After treatment, the viable tumor is gradually replaced by ischemic-like necrosis and fibrosis, and remnants cells are mainly located on the periphery of tumors. Imaging can help predict the degree of tumor response, but changes can be difficult to differentiate from the pretherapeutic appearance. When chemotherapy is interrupted or in case of resistance to treatment, a peripheral infiltrating halo of tumor growth may appear. The purpose of the article is to illustrate the significance of the imaging features of colorectal liver metastases during systemic therapy, using radiopathological correlations.
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Affiliation(s)
- Luisa Paulatto
- Department of Radiology, University Hospitals Paris Nord Val de Seine, Beaujon, Hauts-de-Seine, Clichy, France
| | - Marco Dioguardi Burgio
- Department of Radiology, University Hospitals Paris Nord Val de Seine, Beaujon, Hauts-de-Seine, Clichy, France.,Université de Paris, Paris, France.,INSERM U1149, CRI, Paris, France
| | - Riccardo Sartoris
- Department of Radiology, University Hospitals Paris Nord Val de Seine, Beaujon, Hauts-de-Seine, Clichy, France.,Université de Paris, Paris, France.,INSERM U1149, CRI, Paris, France
| | - Aurélie Beaufrère
- INSERM U1149, CRI, Paris, France.,Department of Pathology, University Hospitals Paris Nord Val de Seine, Beaujon, Hauts-de-Seine, Clichy, France
| | - François Cauchy
- Department of HPB Surgery, University Hospitals Paris Nord Val de Seine, Beaujon, Hauts-de-Seine, Clichy, France
| | - Valérie Paradis
- INSERM U1149, CRI, Paris, France.,Department of Pathology, University Hospitals Paris Nord Val de Seine, Beaujon, Hauts-de-Seine, Clichy, France
| | - Valérie Vilgrain
- Department of Radiology, University Hospitals Paris Nord Val de Seine, Beaujon, Hauts-de-Seine, Clichy, France.,Université de Paris, Paris, France.,INSERM U1149, CRI, Paris, France
| | - Maxime Ronot
- Department of Radiology, University Hospitals Paris Nord Val de Seine, Beaujon, Hauts-de-Seine, Clichy, France. .,Université de Paris, Paris, France. .,INSERM U1149, CRI, Paris, France.
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24
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Nazemalhosseini-Mojarad E, Kishani Farahani R, Mehrizi M, Baghaei K, Yaghoob Taleghani M, Golmohammadi M, Peyravian N, Ashtari S, Pourhoseingholi MA, Asadzadeh Aghdaei H, Zali MR. Prognostic Value of BRAF and KRAS Mutation in Relation to Colorectal Cancer Survival in Iranian Patients: Correlated to Microsatellite Instability. J Gastrointest Cancer 2020; 51:53-62. [PMID: 30635874 DOI: 10.1007/s12029-019-00201-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
PURPOSE To evaluate the prognostic role of BRAF and KRAS mutations after adjustment for microsatellite instability (MSI) in Iranian colorectal cancer (CRC) patients. METHODS BRAF and KRAS mutations and MSI status were assessed in 258 Iranian subjects with CRC. Two hundred fifty-eight consecutive stages I-IV CRC patients, who underwent surgical resection of adenocarcinoma from 2012 to 2016, were enrolled in the research. Pyrosequencing and Cast-PCR methods were used to the detection of KRAS and BRAF mutations. Kaplan-Meier and Cox regression were employed to estimate hazard ratios (HR) for the association between BRAF and KRAS mutation and overall survival (OS). RESULTS KRAS and BRAF mutations were detected in 36 (14%) and 15 (5.8%) cases of 258 patients with CRC, respectively. BRAF mutations that all comprised V600E and KRAS mutations was found in codon 12 and 13 (80.6% and 19.4%), respectively. KRAS mutations were detected in 19 (15.4%) patients of 123 microsatellite stable (MSS) CRC and it is significantly associated with tumor location and metastasis. BRAF and KRAS mutant vs. wild type of BRAF and KRAS, 5-year OS was 73.3% vs. 82.3% and 83.3% vs. 81.5% (long-rank P > 0.05), respectively. KRAS mutant vs. KRAS-wild-type tumors in MSS/MSI-L status CRC patients, 5-year OS was 78.9% vs. 90.4% (long-rank p = 0.046). CONCLUSION The present study revealed that BRAF and KRAS mutations were not related to the worse overall survival, while KRAS mutation can be a prognostic factor for overall survival in sporadic microsatellite-stable (MSS) status in Iranian CRC patients.
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Affiliation(s)
- Ehsan Nazemalhosseini-Mojarad
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Roya Kishani Farahani
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Maryam Mehrizi
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Kaveh Baghaei
- Gastroenterology and Liver Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Taleghani Hospital, Shahid Beheshti University of Medical Sciences, Erabi Ave, P.O. Box 1985717413, Tehran, Velenjak, Iran
| | - Mohammad Yaghoob Taleghani
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mina Golmohammadi
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Noshad Peyravian
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Sara Ashtari
- Gastroenterology and Liver Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Taleghani Hospital, Shahid Beheshti University of Medical Sciences, Erabi Ave, P.O. Box 1985717413, Tehran, Velenjak, Iran.
| | - Mohmad Amin Pourhoseingholi
- Gastroenterology and Liver Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Taleghani Hospital, Shahid Beheshti University of Medical Sciences, Erabi Ave, P.O. Box 1985717413, Tehran, Velenjak, Iran
| | - Hamid Asadzadeh Aghdaei
- Gastroenterology and Liver Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Taleghani Hospital, Shahid Beheshti University of Medical Sciences, Erabi Ave, P.O. Box 1985717413, Tehran, Velenjak, Iran
| | - Mohammad Reza Zali
- Gastroenterology and Liver Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Taleghani Hospital, Shahid Beheshti University of Medical Sciences, Erabi Ave, P.O. Box 1985717413, Tehran, Velenjak, Iran
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25
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The Choice of Local Treatment Modalities for Patients with Brain Metastases from Digestive Cancers. JOURNAL OF ONCOLOGY 2019; 2019:1568465. [PMID: 31871456 PMCID: PMC6907058 DOI: 10.1155/2019/1568465] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Accepted: 09/13/2019] [Indexed: 11/17/2022]
Abstract
Background Brain metastases (BMs) from digestive cancers are rare; therefore, no optimal treatment modality has been defined. Methods We retrospectively reviewed the clinical data of 68257 patients with digestive cancers. Propensity score matching (PSM) was used to balance patient backgrounds between groups. Survival differences between different treatment modalities were compared. Univariate and multivariate Cox proportional hazards models were performed to identify prognostic factors on overall survival (OS). Results 270 patients with BM entered the study. In the entire group, the median survival time after diagnosis of brain metastases was 10.25 months (95% CI: 8.41–12.09 months); local treatment could significantly prolong OS (respectively, P < 0.01; even after PSM, P < 0.01); combination treatment was more effective than single treatment modality (respectively, P < 0.01; even after PSM, P < 0.01). However, each combination modality was identically effective (P > 0.05). When patients were divided into three groups based on 1, 2-3, or more than 3 metastatic lesion(s), same results were identified between local treatment and without local treatment (1 lesion, P < 0.01; 2-3 lesions, P < 0.01; more than 3 lesions, P < 0.01, respectively) and combination and single treatment (P < 0.01, P=0.02, P=0.03, respectively). However, there was no difference between different combined treatments (P > 0.05). Multivariate analysis revealed that performance status (P < 0.01), presence of extracranial metastasis (P=0.04), number of BM (P < 0.01), and local treatment for BM (P < 0.01) were independent prognostic factors. Conclusions Regardless of the number of brain lesions, local treatment achieved higher overall survival times than no local treatment, and combination therapy could offer survival benefit to patients as compared with single therapy.
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26
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Ongaro E, Cremolini C, Rossini D, Corti F, Pagani F, Morelli L, Urbani L, Masi G, Sposito C, Filippi B, Borelli B, Zucchelli G, Moretto R, Boccaccino A, Solaini L, de Braud F, Mazzaferro V, Falcone A, Cucchetti A, Pietrantonio F. Clinical and molecular determinants of extrahepatic disease progression in patients with metastatic colorectal cancer with liver-limited metastases deemed initially unresectable. ESMO Open 2019; 4:e000496. [PMID: 31231562 PMCID: PMC6555604 DOI: 10.1136/esmoopen-2019-000496] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2019] [Revised: 02/19/2019] [Accepted: 02/21/2019] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND No tools to predict the probability of extrahepatic disease progression (ePD) of initially unresectable, liver-limited metastatic colorectal cancer (mCRC) are currently available. To estimate the likelihood to develop ePD and to identify clinical and molecular factors that could predict extrahepatic progression-free survival (ePFS), we conducted an observational, retrospective, multicentre cohort study. METHODS We retrospectively identified a cohort of 225 patients with initially unresectable liver-limited disease (LLD), treated from January 2004 to December 2017 with first-line doublets or triplet plus a biological agent at two Italian institutions. RESULTS 173 (77%) patients experienced ePD which occurred within 1, 2 or 3 years from the diagnosis of mCRC in 15%, 49% and 66% of patients, respectively. Globally, 164 (73%) patients underwent a liver resection at some point of their disease history, and 54 (33%) of them underwent a subsequent locoregional treatment. Age > 70 years, locoregional nodal involvement at diagnosis of colorectal cancer and ≥4 liver metastases were significantly associated with higher risk of ePD while liver resections were associated with reduced risk of ePD. In the multivariable model, number of liver metastases (subdistribution HR, SHR 1.63, 95% CI 1.12 to 2.36; p = 0.01) and liver resections (SHR 0.43, 95% CI 0.29 to 0.63; p = 0.001) were still associated with ePD. Number of liver metastases < 4, no nodal involvement at diagnosis and liver resections were also associated with prolonged ePFS. CONCLUSIONS The identified clinical factors could help physicians in personalising the intensity and aggressiveness of liver-directed treatments in patients with mCRC with initially unresectable LLD.
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Affiliation(s)
- Elena Ongaro
- Unit of Medical Oncology 2, Azienda Ospedaliero Universitaria Pisana, Pisa, Italy
- Department of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
- Department of Oncology, Azienda Sanitaria Universitaria Integrata di Udine, Udine, Italy
| | - Chiara Cremolini
- Unit of Medical Oncology 2, Azienda Ospedaliero Universitaria Pisana, Pisa, Italy
- Department of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Daniele Rossini
- Unit of Medical Oncology 2, Azienda Ospedaliero Universitaria Pisana, Pisa, Italy
- Department of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Francesca Corti
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Filippo Pagani
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Luca Morelli
- General Surgery Unit, Department of Translational Research and New Technologies in Medicine and Surgery, Azienda Ospedaliero Universitaria Pisana, Pisa, Italy
| | - Lucio Urbani
- Department of General Surgery, Liver Metastasis Parenchyma Sparing Surgery Unit, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
| | - Gianluca Masi
- Unit of Medical Oncology 2, Azienda Ospedaliero Universitaria Pisana, Pisa, Italy
- Department of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Carlo Sposito
- Department of Gastrointestinal and Hepatobilio-Pancreatic Surgery, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Beatrice Filippi
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Beatrice Borelli
- Unit of Medical Oncology 2, Azienda Ospedaliero Universitaria Pisana, Pisa, Italy
- Department of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Gemma Zucchelli
- Unit of Medical Oncology 2, Azienda Ospedaliero Universitaria Pisana, Pisa, Italy
- Department of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Roberto Moretto
- Unit of Medical Oncology 2, Azienda Ospedaliero Universitaria Pisana, Pisa, Italy
- Department of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Alessandra Boccaccino
- Unit of Medical Oncology 2, Azienda Ospedaliero Universitaria Pisana, Pisa, Italy
- Department of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Leonardo Solaini
- Department of Medical and Surgical Sciences, DIMEC, Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Filippo de Braud
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
- Department of Oncology and Hemato-oncology, Universityof Milan, Milan, Italy
| | - Vincenzo Mazzaferro
- Department of Gastrointestinal and Hepatobilio-Pancreatic Surgery, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Alfredo Falcone
- Unit of Medical Oncology 2, Azienda Ospedaliero Universitaria Pisana, Pisa, Italy
- Department of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Alessandro Cucchetti
- Department of Medical and Surgical Sciences, DIMEC, Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Filippo Pietrantonio
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
- Department of Oncology and Hemato-oncology, Universityof Milan, Milan, Italy
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27
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Gorlov IP, Pikielny CW, Frost HR, Her SC, Cole MD, Strohbehn SD, Wallace-Bradley D, Kimmel M, Gorlova OY, Amos CI. Gene characteristics predicting missense, nonsense and frameshift mutations in tumor samples. BMC Bioinformatics 2018; 19:430. [PMID: 30453881 PMCID: PMC6245819 DOI: 10.1186/s12859-018-2455-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Accepted: 10/31/2018] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Because driver mutations provide selective advantage to the mutant clone, they tend to occur at a higher frequency in tumor samples compared to selectively neutral (passenger) mutations. However, mutation frequency alone is insufficient to identify cancer genes because mutability is influenced by many gene characteristics, such as size, nucleotide composition, etc. The goal of this study was to identify gene characteristics associated with the frequency of somatic mutations in the gene in tumor samples. RESULTS We used data on somatic mutations detected by genome wide screens from the Catalog of Somatic Mutations in Cancer (COSMIC). Gene size, nucleotide composition, expression level of the gene, relative replication time in the cell cycle, level of evolutionary conservation and other gene characteristics (totaling 11) were used as predictors of the number of somatic mutations. We applied stepwise multiple linear regression to predict the number of mutations per gene. Because missense, nonsense, and frameshift mutations are associated with different sets of gene characteristics, they were modeled separately. Gene characteristics explain 88% of the variation in the number of missense, 40% of nonsense, and 23% of frameshift mutations. Comparisons of the observed and expected numbers of mutations identified genes with a higher than expected number of mutations- positive outliers. Many of these are known driver genes. A number of novel candidate driver genes was also identified. CONCLUSIONS By comparing the observed and predicted number of mutations in a gene, we have identified known cancer-associated genes as well as 111 novel cancer associated genes. We also showed that adding the number of silent mutations per gene reported by genome/exome wide screens across all cancer type (COSMIC data) as a predictor substantially exceeds predicting accuracy of the most popular cancer gene predicting tool - MutsigCV.
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Affiliation(s)
- Ivan P Gorlov
- The Geisel School of Medicine, Department of Biomedical Data Science, Dartmouth College, HB7936, One Medical Center Dr., Dartmouth-Hitchcock Medical Center, Beirut, NH, 03756, Lebanon.
| | - Claudio W Pikielny
- The Geisel School of Medicine, Department of Biomedical Data Science, Dartmouth College, HB7936, One Medical Center Dr., Dartmouth-Hitchcock Medical Center, Beirut, NH, 03756, Lebanon
| | - Hildreth R Frost
- The Geisel School of Medicine, Department of Biomedical Data Science, Dartmouth College, HB7936, One Medical Center Dr., Dartmouth-Hitchcock Medical Center, Beirut, NH, 03756, Lebanon
| | - Stephanie C Her
- The Geisel School of Medicine, Department of Biomedical Data Science, Dartmouth College, HB7936, One Medical Center Dr., Dartmouth-Hitchcock Medical Center, Beirut, NH, 03756, Lebanon
| | - Michael D Cole
- The Geisel School of Medicine, Department of Biomedical Data Science, Dartmouth College, HB7936, One Medical Center Dr., Dartmouth-Hitchcock Medical Center, Beirut, NH, 03756, Lebanon
| | - Samuel D Strohbehn
- The Geisel School of Medicine, Department of Biomedical Data Science, Dartmouth College, HB7936, One Medical Center Dr., Dartmouth-Hitchcock Medical Center, Beirut, NH, 03756, Lebanon
| | - David Wallace-Bradley
- Department of Statistics, Rice University, M.S. 138, 6100 Main Street, Houston, TX, 77005, USA
| | - Marek Kimmel
- Department of Statistics, Rice University, M.S. 138, 6100 Main Street, Houston, TX, 77005, USA
| | - Olga Y Gorlova
- The Geisel School of Medicine, Department of Biomedical Data Science, Dartmouth College, HB7936, One Medical Center Dr., Dartmouth-Hitchcock Medical Center, Beirut, NH, 03756, Lebanon
| | - Christopher I Amos
- The Geisel School of Medicine, Department of Biomedical Data Science, Dartmouth College, HB7936, One Medical Center Dr., Dartmouth-Hitchcock Medical Center, Beirut, NH, 03756, Lebanon
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28
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Cucchetti A, Russolillo N, Johnson P, Tarchi P, Ferrero A, Cucchi M, Serenari M, Ravaioli M, de Manzini N, Cescon M, Ercolani G. Impact of primary cancer features on behaviour of colorectal liver metastases and survival after hepatectomy. BJS Open 2018; 3:186-194. [PMID: 30957066 PMCID: PMC6433312 DOI: 10.1002/bjs5.100] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Accepted: 07/26/2018] [Indexed: 01/08/2023] Open
Abstract
Background Markers of tumour biology may be valuable prognostic indicators after hepatic resection of colorectal cancer liver metastases (CRLMs). Identification of the aggressiveness of these metastases might inform the appropriateness of hepatic surgery. Methods Patients undergoing liver resection for CRLMs between January 2001 and July 2013 in four tertiary hospitals were reviewed. A mathematical model to estimate CRLM doubling times was constructed for patients with metachronous metastases. Tumour doubling time was investigated in relation to the features of colorectal cancer, including KRAS status. The hazard rate for recurrence and death following hepatectomy was explored through the Kernel‐smoothed estimator. Results Of 1063 patients undergoing liver resection for CRLMs, 361 with metachronous metastases undergoing single‐stage hepatectomy were analysed. The mean doubling time in patients not receiving chemotherapy between surgery for colorectal cancer and CRLM was 71·4 days. Tumour doubling time was shorter in patients with more advanced primary tumour stages, with mutant KRAS and in those who did not receive chemotherapy. For fast‐growing CRLMs (doubling time less than 48 days), the risk of recurrence was highest within the first postoperative year, and was about 7 per cent per month. Conclusion Primary features of colorectal cancer were linked to aggressiveness of CRLMs as measured by doubling time.
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Affiliation(s)
- A Cucchetti
- Department of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum University of Bologna Bologna Italy
| | - N Russolillo
- Department of General and Oncological Surgery Ospedale Mauriziano Umberto I Turin Italy
| | - P Johnson
- Department of Molecular and Clinical Cancer Medicine University of Liverpool Liverpool UK
| | - P Tarchi
- General Surgery Unit, Department of Medical, Surgical and Health Sciences Cattinara University Hospital, Azienda Sanitaria Universitaria Integrata di Trieste Trieste Italy
| | - A Ferrero
- Department of General and Oncological Surgery Ospedale Mauriziano Umberto I Turin Italy
| | - M Cucchi
- Department of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum University of Bologna Bologna Italy
| | - M Serenari
- Department of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum University of Bologna Bologna Italy
| | - M Ravaioli
- Department of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum University of Bologna Bologna Italy
| | - N de Manzini
- General Surgery Unit, Department of Medical, Surgical and Health Sciences Cattinara University Hospital, Azienda Sanitaria Universitaria Integrata di Trieste Trieste Italy
| | - M Cescon
- Department of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum University of Bologna Bologna Italy
| | - G Ercolani
- Department of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum University of Bologna Bologna Italy
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29
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Margonis GA, Buettner S, Andreatos N, Kim Y, Wagner D, Sasaki K, Beer A, Schwarz C, Løes IM, Smolle M, Kamphues C, He J, Pawlik TM, Kaczirek K, Poultsides G, Lønning PE, Cameron JL, Burkhart RA, Gerger A, Aucejo FN, Kreis ME, Wolfgang CL, Weiss MJ. Association of BRAF Mutations With Survival and Recurrence in Surgically Treated Patients With Metastatic Colorectal Liver Cancer. JAMA Surg 2018; 153:e180996. [PMID: 29799910 DOI: 10.1001/jamasurg.2018.0996] [Citation(s) in RCA: 157] [Impact Index Per Article: 22.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Importance BRAF mutations are reportedly associated with aggressive tumor biology. However, in contrast with primary colorectal cancer, the association of V600E and non-V600E BRAF mutations with survival and recurrence after resection of colorectal liver metastases (CRLM) has not been well studied. Objective To investigate the prognostic association of BRAF mutations with survival and recurrence independently and compared with other prognostic determinants, such as KRAS mutations. Design, Setting, and Participants In this cohort study, all patients who underwent resection for CRLM with curative intent from January 1, 2000, through December 31, 2016, at the institutions participating in the International Genetic Consortium for Colorectal Liver Metastasis and had data on BRAF and KRAS mutational status were retrospectively identified. Multivariate Cox proportional hazards regression models were used to assess long-term outcomes. Interventions Hepatectomy in patients with CRLM. Main Outcomes and Measures The association of V600E and non-V600E BRAF mutations with disease-free survival (DFS) and overall survival (OS). Results Of 853 patients who met inclusion criteria (510 men [59.8%] and 343 women [40.2%]; mean [SD] age, 60.2 [12.4] years), 849 were included in the study analyses. Forty-three (5.1%) had a mutated (mut) BRAF/wild-type (wt) KRAS (V600E and non-V600E) genotype; 480 (56.5%), a wtBRAF/wtKRAS genotype; and 326 (38.4%), a wtBRAF/mutKRAS genotype. Compared with the wtBRAF/wtKRAS genotype group, patients with a mutBRAF/wtKRAS genotype more frequently were female (27 [62.8%] vs 169 [35.2%]) and 65 years or older (22 [51.2%] vs 176 [36.9%]), had right-sided primary tumors (27 [62.8%] vs 83 [17.4%]), and presented with a metachronous liver metastasis (28 [64.3%] vs 229 [46.8%]). On multivariable analysis, V600E but not non-V600E BRAF mutation was associated with worse OS (hazard ratio [HR], 2.76; 95% CI, 1.74-4.37; P < .001) and DFS (HR, 2.04; 95% CI, 1.30-3.20; P = .002). The V600E BRAF mutation had a stronger association with OS and DFS than the KRAS mutations (β for OS, 10.15 vs 2.94; β for DFS, 7.14 vs 2.27). Conclusions and Relevance The presence of the V600E BRAF mutation was associated with worse prognosis and increased risk of recurrence. The V600E mutation was not only a stronger prognostic factor than KRAS but also was the strongest prognostic determinant in the overall cohort.
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Affiliation(s)
| | - Stefan Buettner
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Surgery, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - Nikolaos Andreatos
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Yuhree Kim
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Doris Wagner
- Department of General Surgery, Medical University of Graz, Graz, Austria
| | - Kazunari Sasaki
- Department of General Surgery, Digestive Disease Institute, Cleveland Clinic, Cleveland, Ohio
| | - Andrea Beer
- Department of General Surgery, Medical University of Vienna, Vienna, Austria
| | - Christoph Schwarz
- Department of General Surgery, Medical University of Vienna, Vienna, Austria
| | - Inger Marie Løes
- Department of Clinical Science, University of Bergen, Bergen, Norway.,Department of Oncology, Haukeland University Hospital, Bergen, Norway
| | - Maria Smolle
- Division for Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Carsten Kamphues
- Department of General, Visceral and Vascular Surgery, Charité Campus Benjamin Franklin, University of Berlin-Charité, Berlin, Germany
| | - Jin He
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Timothy M Pawlik
- Department of Surgery, The Ohio State University Wexner Medical Center, Columbus.,Deputy Editor
| | - Klaus Kaczirek
- Department of General Surgery, Medical University of Vienna, Vienna, Austria
| | - George Poultsides
- Department of Surgery, Stanford University School of Medicine, Stanford, California
| | - Per Eystein Lønning
- Department of Clinical Science, University of Bergen, Bergen, Norway.,Department of Oncology, Haukeland University Hospital, Bergen, Norway
| | - John L Cameron
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Richard A Burkhart
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Armin Gerger
- Division for Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Federico N Aucejo
- Department of General Surgery, Digestive Disease Institute, Cleveland Clinic, Cleveland, Ohio
| | - Martin E Kreis
- Department of General, Visceral and Vascular Surgery, Charité Campus Benjamin Franklin, University of Berlin-Charité, Berlin, Germany
| | | | - Matthew J Weiss
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
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30
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Sebagh M, Bosselut N, Santos AD, Allard MA, Ruiz A, Saffroy R, Cherqui D, Vibert E, Castaing D, Adam R, Cunha AS, Lemoine A. Rare genetic heterogeneity within single tumor discovered for the first time in colorectal liver metastases after liver resection. Oncotarget 2018; 9:21921-21929. [PMID: 29774112 PMCID: PMC5955166 DOI: 10.18632/oncotarget.25119] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2017] [Accepted: 03/21/2018] [Indexed: 02/07/2023] Open
Abstract
Effective individualized treatment of patients with colorectal liver metastases (CLM) requires tumor genotyping, usually based on the analysis of one single sample per patient. Therapy failure may partially be explained by sampling errors and/or intratumoral genetic heterogeneity. We aimed to demonstrate intratumoral genetic heterogeneity in CLM and enable pathologists to select tumor tissue for genotyping. All the tumors of 86 patients who underwent liver resection for a single CLM were reviewed. Of the 86 patients, 66 patients received chemotherapy and 20 patients did not receive chemotherapy before liver resection. All the tumor areas sampled were analyzed for KRAS, BRAF, PIK3CA, and NRAS mutations. The mutational status was tested in 74 cases, 7 cases had no tumoral cells due to complete responses and 5 blocks were unavailable. Of the 59/74 CLM with > 1 sample, 56 showed the same mutational status between the samples. The remaining 3 cases (5% of all cases) showed genetic heterogeneity for KRAS in 2 and BRAF in 1 patient. Genetic heterogeneity correlated with lower rate of viable tumor cells (p=0.009) and higher rate of mucin pools (p=0.013). We demonstrate for the first time the existence of genetic intratumoral heterogeneity in 5% of CLM. In routine practice, this low incidence does not require the genotyping of additional tumor samples. The correlation between the genetic heterogeneity and some histological components of the CLM should be verified by further in situ mutation assay.
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Affiliation(s)
- Mylène Sebagh
- AP-HP Hôpital Paul Brousse, Laboratoire d'Anatomie Pathologique, Villejuif, France.,Inserm, Unité 1193, Université Paris-Saclay, Villejuif, France.,Univ Paris-Sud, UMR-S 1193, Université Paris-Saclay, Villejuif, France.,DHU Hepatinov, Villejuif, France
| | - Nelly Bosselut
- Inserm, Unité 1193, Université Paris-Saclay, Villejuif, France.,Univ Paris-Sud, UMR-S 1193, Université Paris-Saclay, Villejuif, France.,DHU Hepatinov, Villejuif, France.,AP-HP Hôpital Paul Brousse, Département d'Oncogénétique, Villejuif, France
| | - Alexandre Dos Santos
- Inserm, Unité 1193, Université Paris-Saclay, Villejuif, France.,Univ Paris-Sud, UMR-S 1193, Université Paris-Saclay, Villejuif, France.,DHU Hepatinov, Villejuif, France
| | - Marc-Antoine Allard
- Inserm, Unité 1193, Université Paris-Saclay, Villejuif, France.,Univ Paris-Sud, UMR-S 1193, Université Paris-Saclay, Villejuif, France.,DHU Hepatinov, Villejuif, France.,AP-HP Hôpital Paul-Brousse, Centre Hépato-Biliaire, Villejuif, France.,Inserm, Unité 935, Université Paris-Saclay, Villejuif, France
| | - Aldrick Ruiz
- AP-HP Hôpital Paul-Brousse, Centre Hépato-Biliaire, Villejuif, France.,University Medical Center Utrecht, Department of Surgery, Utrecht, The Netherlands
| | - Raphaël Saffroy
- Inserm, Unité 1193, Université Paris-Saclay, Villejuif, France.,Univ Paris-Sud, UMR-S 1193, Université Paris-Saclay, Villejuif, France.,DHU Hepatinov, Villejuif, France.,AP-HP Hôpital Paul Brousse, Département d'Oncogénétique, Villejuif, France
| | - Daniel Cherqui
- Inserm, Unité 1193, Université Paris-Saclay, Villejuif, France.,Univ Paris-Sud, UMR-S 1193, Université Paris-Saclay, Villejuif, France.,DHU Hepatinov, Villejuif, France.,AP-HP Hôpital Paul-Brousse, Centre Hépato-Biliaire, Villejuif, France
| | - Eric Vibert
- Inserm, Unité 1193, Université Paris-Saclay, Villejuif, France.,Univ Paris-Sud, UMR-S 1193, Université Paris-Saclay, Villejuif, France.,DHU Hepatinov, Villejuif, France.,AP-HP Hôpital Paul-Brousse, Centre Hépato-Biliaire, Villejuif, France
| | - Denis Castaing
- Inserm, Unité 1193, Université Paris-Saclay, Villejuif, France.,Univ Paris-Sud, UMR-S 1193, Université Paris-Saclay, Villejuif, France.,DHU Hepatinov, Villejuif, France.,AP-HP Hôpital Paul-Brousse, Centre Hépato-Biliaire, Villejuif, France
| | - René Adam
- Univ Paris-Sud, UMR-S 1193, Université Paris-Saclay, Villejuif, France.,DHU Hepatinov, Villejuif, France.,AP-HP Hôpital Paul-Brousse, Centre Hépato-Biliaire, Villejuif, France.,Inserm, Unité 935, Université Paris-Saclay, Villejuif, France
| | - Antonio Sa Cunha
- Inserm, Unité 1193, Université Paris-Saclay, Villejuif, France.,Univ Paris-Sud, UMR-S 1193, Université Paris-Saclay, Villejuif, France.,DHU Hepatinov, Villejuif, France.,AP-HP Hôpital Paul-Brousse, Centre Hépato-Biliaire, Villejuif, France
| | - Antoinette Lemoine
- Inserm, Unité 1193, Université Paris-Saclay, Villejuif, France.,Univ Paris-Sud, UMR-S 1193, Université Paris-Saclay, Villejuif, France.,DHU Hepatinov, Villejuif, France.,AP-HP Hôpital Paul Brousse, Département d'Oncogénétique, Villejuif, France
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31
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Silva IL, Iskandarani M, Hotouras A, Murphy J, Bhan C, Adada B, Wexner SD. A systematic review to assess the management of patients with cerebral metastases secondary to colorectal cancer. Tech Coloproctol 2017; 21:847-852. [PMID: 29124419 DOI: 10.1007/s10151-017-1707-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2017] [Accepted: 09/11/2017] [Indexed: 01/09/2023]
Abstract
BACKGROUND Colorectal cancer (CRC) rarely metastasizes to the brain. The incidence of cerebral metastases (CM) is estimated between 1 and 3%. Given the improved survival from advanced CRC as a result of surgical and oncological advances, it is anticipated that the incidence of patients with CM from CRC will rise over the next few years. The aim of this article was to systematically review the treatment options and outcome of patients with CM from CRC. METHODS PubMed and Medline databases were examined using the search words or MESH headings "colorectal" "cancer/carcinoma/adenocarcinoma", "cerebral"/"brain" and "metastases/metastasis". RESULTS CM from CRC are diagnosed on average 28.3 months after the primary tumour. The median survival time following diagnosis is 5.3 months. Surgery (with or without associated radiotherapy), stereotactic radiosurgery, whole brain radiotherapy and best supportive care result in median survival of 10.3, 6.4, 4.4 and 1.8 months, respectively. On average, the 1-year overall survival rate for patients with CM from CRC regardless of the treatment modality is estimated to be around 24%. CONCLUSIONS The prognosis of patients with CM from CRC is dismal. Surgery may increase survival, but the additional benefit of perioperative radiotherapy cannot be ascertained due to paucity of data. Further studies are required to identify the role of the different oncological and surgical therapies and identify those patients likely to benefit most. Identification of patients who are at higher risk of developing brain metastases may be another important area for future research.
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Affiliation(s)
- I L Silva
- Department of Surgery, Whittington Hospital, London, UK
| | - M Iskandarani
- Department of Surgery, The Royal London Hospital, London, UK
| | - A Hotouras
- Department of Surgery, The Royal London Hospital, London, UK.
- National Centre for Bowel Research and Surgical Innovation, Barts and the London, School of Medicine and Dentistry, 2 Newark Street, London, E12AT, UK.
| | - J Murphy
- Department of Surgery, St Mary's Hospital, Imperial College London, London, UK
| | - C Bhan
- Department of Surgery, Whittington Hospital, London, UK
| | - B Adada
- Department of Neurological Surgery, Cleveland Clinic Florida, Fort Lauderdale, FL, USA
| | - S D Wexner
- Digestive Disease Center, Cleveland Clinic Florida, Fort Lauderdale, FL, USA
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32
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Liu G, Zhan X, Dong C, Liu L. Genomics alterations of metastatic and primary tissues across 15 cancer types. Sci Rep 2017; 7:13262. [PMID: 29038591 PMCID: PMC5643378 DOI: 10.1038/s41598-017-13650-3] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2017] [Accepted: 09/26/2017] [Indexed: 01/09/2023] Open
Abstract
Metastasis is an important event for cancer evolution and prognosis. In this article, we analyzed the differences in genomic alterations between primary and metastatic tissues at hotspot regions in 15 cancer types and 10,456 samples. Differential somatic mutations at the amino acid, protein domain and gene levels, mutational exclusiveness, and copy number variations were identified in these cancers, while no significant nucleotide and gene fusion differences were detected. The homogeneity and heterogeneity of these differences in cancers were also detected. By characterizing the genomic alterations of these genes, important signaling pathways during metastasis were also identified. In summary, the metastatic cancer tissues retained most genomic features of the primary tumor at the biological level and acquired new signatures during cancer cell migration.
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Affiliation(s)
- Gang Liu
- Shanghai Public Health Clinical Center and Institutes of Biomedical Sciences, Fudan University, Shanghai, P. R. China
| | - Xiaohui Zhan
- Shanghai Public Health Clinical Center and Institutes of Biomedical Sciences, Fudan University, Shanghai, P. R. China
| | - Chuanpeng Dong
- Shanghai Public Health Clinical Center and Institutes of Biomedical Sciences, Fudan University, Shanghai, P. R. China
| | - Lei Liu
- Shanghai Public Health Clinical Center and Institutes of Biomedical Sciences, Fudan University, Shanghai, P. R. China.
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33
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Ziv E, Bergen M, Yarmohammadi H, Boas FE, Petre EN, Sofocleous CT, Yaeger R, Solit DB, Solomon SB, Erinjeri JP. PI3K pathway mutations are associated with longer time to local progression after radioembolization of colorectal liver metastases. Oncotarget 2017; 8:23529-23538. [PMID: 28206962 PMCID: PMC5410324 DOI: 10.18632/oncotarget.15278] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2016] [Accepted: 01/16/2017] [Indexed: 02/07/2023] Open
Abstract
Purpose To establish the relationship between common mutations in the MAPK and PI3K signaling pathways and local progression after radioembolization. Materials and Methods Retrospective review of a HIPAA-compliant institutional review-board approved database identified 40 patients with chemo-refractory colorectal liver metastases treated with radioembolization who underwent tumor genotyping for hotspot mutations in 6 key genes in the MAPK/PI3K pathways (KRAS, NRAS, BRAF, MEK1, PIK3CA, and AKT1). Mutation status as well as clinical, tumor, and treatment variables were recorded. These factors were evaluated in relation to time to local progression (TTLP), which was calculated from time of radioembolization to first radiographic evidence of local progression. Predictors of outcome were identified using a proportional hazards model for both univariate and multivariate analysis with death as a competing risk. Results Sixteen patients (40%) had no mutations in either pathway, eighteen patients (45%) had mutations in the MAPK pathway, ten patients (25%) had mutations in the PI3K pathway and four patients (10%) had mutations in both pathways. The cumulative incidence of progression at 6 and 12 months was 33% and 55% for the PI3K mutated group compared with 76% and 92% in the PI3K wild type group. Mutation in the PI3K pathway was a significant predictor of longer TTLP in both univariate (p=0.031, sHR 0.31, 95% CI: 0.11-0.90) and multivariate (p=0.015, sHR=0.27, 95% CI: 0.096-0.77) analysis. MAPK pathway alterations were not associated with TTLP. Conclusions PI3K pathway mutation predicts longer time to local progression after radioembolization of colorectal liver metastases.
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Affiliation(s)
- Etay Ziv
- Interventional Radiology Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, USA
| | - Michael Bergen
- Department of Radiology, Mount Sinai Hospital, New York, USA
| | - Hooman Yarmohammadi
- Interventional Radiology Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, USA
| | - F Ed Boas
- Interventional Radiology Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, USA
| | - E Nadia Petre
- Interventional Radiology Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, USA
| | - Constantinos T Sofocleous
- Interventional Radiology Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, USA
| | - Rona Yaeger
- Gastrointestinal Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA
| | - David B Solit
- Human Oncology and Pathogenesis Program, Memorial Sloan-Kettering Cancer Center, New York, USA.,Marie-Josee and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan-Kettering Cancer Center, New York, USA.,Genitourinary Oncology Service, Department of Medicine, Memorial Sloan-Kettering Cancer Center, New York, USA
| | - Stephen B Solomon
- Interventional Radiology Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, USA
| | - Joseph P Erinjeri
- Interventional Radiology Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, USA
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Garnett S, Dutchak KL, McDonough RV, Dankort D. p53 loss does not permit escape from Braf V600E-induced senescence in a mouse model of lung cancer. Oncogene 2017; 36:6325-6335. [PMID: 28745322 DOI: 10.1038/onc.2017.235] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2017] [Revised: 05/26/2017] [Accepted: 06/08/2017] [Indexed: 12/19/2022]
Abstract
Lung cancer arises through the acquisition of a number of genetic lesions, with a preponderance of activating mutations in the canonical mitogen-activated protein kinase (MAPK) cascade (RTK-RAS-RAF-MEK). BrafV600E expression induces benign lung adenomas that fail to progress to adenocarcinoma because of oncogene-induced senescence (OIS). BrafV600E expression, coupled with simultaneous p53 ablation, permits bypass of senescence and progression to lung adenocarcinoma. However, spontaneous human tumors sustain mutations in a temporally separated manner. Here, we use a mouse lung cancer model where oncogene activation (BrafV600E expression) and tumor suppressor loss (p53 ablation) are independently controlled through the actions of Flp and Cre recombinase, respectively. We show that p53 loss before OIS is permissive for the transition from lung adenoma to adenocarcinoma. In contrast, p53 loss after senescence is established fails to enable escape from senescence and disease progression. This study demonstrates that BrafV600E induced senescence is irreversible in vivo and suggests that therapy-induced senescence would halt further tumor progression.
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Affiliation(s)
- S Garnett
- Department of Biology, McGill University, Montréal, QC, Canada
| | - K L Dutchak
- Department of Biology, McGill University, Montréal, QC, Canada
| | - R V McDonough
- Department of Biology, McGill University, Montréal, QC, Canada
| | - D Dankort
- Department of Biology, McGill University, Montréal, QC, Canada.,Goodman Cancer Research Centre, Montréal, QC, Canada
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Lang C, Hrdliczka E, Schweiger T, Glueck O, Lewik G, Schwarz S, Benazzo A, Lang G, Klepetko W, Hoetzenecker K. Impact of cyclooxygenase-2 and prostaglandin-E2 expression on clinical outcome after pulmonary metastasectomy. J Thorac Dis 2017; 9:621-635. [PMID: 28449470 DOI: 10.21037/jtd.2017.02.83] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
BACKGROUND Pulmonary metastasectomy (PM) is a standard procedure in the treatment of stage IV colorectal cancer (CRC). In most centers the indication for PM is solely based on clinical factors without taking the tumor biology into account. This results in diverse outcomes ranging from long-term remission to early recurrence. Inflammation is considered a hallmark of cancer development and progression. On the other hand the accessibility of CRC cells to the immune system reflects the grade of tumor aggressiveness. We sought to investigate the impact of cyclooxygenase-2 (COX-2) and prostaglandin-E2 (PGE2) expression in pulmonary metastases on different outcome parameters following PM. METHODS From 04/2009 to 11/2013 53 patients with complete PM for CRC were included in this single-center study. Tissue samples of resected pulmonary metastases and available corresponding primaries were collected and assessed by immunohistochemistry for COX-2 and PGE2 expression of the tumor tissue and the peritumoral stroma. Results were correlated with clinical outcome parameters. RESULTS COX-2 and PGE2 were detected in nearly every pulmonary CRC metastasis. Staining intensities of pulmonary metastases correlated only weakly with intensities found in primary tumors. When dividing metastases in high expressing and low expressing tumors, a trend towards longer recurrence free survival and improved survival was found in tumors with strong COX-2 and PGE2 staining. CONCLUSIONS In conclusion, this pilot study shows that COX-2 and PGE2 are uniformly overexpressed in pulmonary metastases from CRC. High expression of COX-2 and PGE2 seems to reflect a beneficial tumor biology with late tumor recurrence and prolonged overall survival after PM.
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Affiliation(s)
- Christian Lang
- Department of Thoracic Surgery, Medical University of Vienna, Austria
| | - Emilie Hrdliczka
- Department of Thoracic Surgery, Medical University of Vienna, Austria
| | - Thomas Schweiger
- Department of Thoracic Surgery, Medical University of Vienna, Austria
| | - Olaf Glueck
- Department of Thoracic Surgery, Medical University of Vienna, Austria
| | - Gerrit Lewik
- Department of Thoracic Surgery, Medical University of Vienna, Austria
| | - Stefan Schwarz
- Department of Thoracic Surgery, Medical University of Vienna, Austria
| | - Alberto Benazzo
- Department of Thoracic Surgery, Medical University of Vienna, Austria
| | - György Lang
- Department of Thoracic Surgery, Medical University of Vienna, Austria
| | - Walter Klepetko
- Department of Thoracic Surgery, Medical University of Vienna, Austria
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Holch JW, Demmer M, Lamersdorf C, Michl M, Schulz C, von Einem JC, Modest DP, Heinemann V. Pattern and Dynamics of Distant Metastases in Metastatic Colorectal Cancer. Visc Med 2017; 33:70-75. [PMID: 28612020 DOI: 10.1159/000454687] [Citation(s) in RCA: 58] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Few studies report the incidence of metastatic patterns in colorectal cancer. Furthermore, little is known about dynamic aspects of these metastases during the course of disease. METHODS This retrospective cohort study involved 385 patients who received anti-tumor treatment at our institution (Department of Medical Oncology, University Hospital Grosshadern, Ludwig-Maximilians-University Munich, Germany) for metastatic colorectal adenocarcinoma between 2007 and 2014. We reviewed all available imaging results of these patients to document the presence and detailed localization of metastases. RESULTS Most of the evaluated patients were initially diagnosed with metastases in the liver (70%), followed by the lungs (24%), distant lymph nodes (16%), and peritoneum (15%), besides rare anatomical sites (<5%). Colon and rectal cancer as well as synchronous and metachronous metastases differed with regard to the pattern of individual metastatic sites. The median time to first progressive disease (PD) with new metastases was 12.6 months. The time intervals between first and second as well as second and third PD with new metastases were comparable with 10.5 and 10.8 months, respectively. At initial diagnosis, the mean number of metastatic sites was 1.4 and increased to 2.6 at the third PD with new metastases. For patients with initially one metastatic site, the mean number increased to 2.2. CONCLUSION The present analysis provides detailed information on the pattern and evolution of colorectal cancer metastases over time. Thus, it may establish the basis for prospective future research in this field.
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Affiliation(s)
- Julian Walter Holch
- Department of Medical Oncology, Comprehensive Cancer Center Munich, University Hospital Grosshadern, Ludwig-Maximilians- University Munich, Munich, Germany, Munich, Germany.,DKTK, German Cancer Consortium, German Cancer Research Centre (DKFZ), Partner site Munich, Munich, Germany
| | - Maximilian Demmer
- Department of Medical Oncology, Comprehensive Cancer Center Munich, University Hospital Grosshadern, Ludwig-Maximilians- University Munich, Munich, Germany, Munich, Germany
| | - Charlotte Lamersdorf
- Department of Medical Oncology, Comprehensive Cancer Center Munich, University Hospital Grosshadern, Ludwig-Maximilians- University Munich, Munich, Germany, Munich, Germany
| | - Marlies Michl
- Department of Medical Oncology, Comprehensive Cancer Center Munich, University Hospital Grosshadern, Ludwig-Maximilians- University Munich, Munich, Germany, Munich, Germany.,DKTK, German Cancer Consortium, German Cancer Research Centre (DKFZ), Partner site Munich, Munich, Germany
| | - Christoph Schulz
- Department of Medical Oncology, Comprehensive Cancer Center Munich, University Hospital Grosshadern, Ludwig-Maximilians- University Munich, Munich, Germany, Munich, Germany.,DKTK, German Cancer Consortium, German Cancer Research Centre (DKFZ), Partner site Munich, Munich, Germany
| | - Jobst Christian von Einem
- Department of Medical Oncology, Comprehensive Cancer Center Munich, University Hospital Grosshadern, Ludwig-Maximilians- University Munich, Munich, Germany, Munich, Germany.,DKTK, German Cancer Consortium, German Cancer Research Centre (DKFZ), Partner site Munich, Munich, Germany
| | - Dominik Paul Modest
- Department of Medical Oncology, Comprehensive Cancer Center Munich, University Hospital Grosshadern, Ludwig-Maximilians- University Munich, Munich, Germany, Munich, Germany.,DKTK, German Cancer Consortium, German Cancer Research Centre (DKFZ), Partner site Munich, Munich, Germany
| | - Volker Heinemann
- Department of Medical Oncology, Comprehensive Cancer Center Munich, University Hospital Grosshadern, Ludwig-Maximilians- University Munich, Munich, Germany, Munich, Germany.,DKTK, German Cancer Consortium, German Cancer Research Centre (DKFZ), Partner site Munich, Munich, Germany
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D'Alterio C, Nasti G, Polimeno M, Ottaiano A, Conson M, Circelli L, Botti G, Scognamiglio G, Santagata S, De Divitiis C, Nappi A, Napolitano M, Tatangelo F, Pacelli R, Izzo F, Vuttariello E, Botti G, Scala S. CXCR4-CXCL12-CXCR7, TLR2-TLR4, and PD-1/PD-L1 in colorectal cancer liver metastases from neoadjuvant-treated patients. Oncoimmunology 2016; 5:e1254313. [PMID: 28123896 DOI: 10.1080/2162402x.2016.1254313] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2016] [Revised: 10/20/2016] [Accepted: 10/21/2016] [Indexed: 12/20/2022] Open
Abstract
A neoadjuvant clinical trial was previously conducted in patients with resectable colorectal cancer liver metastases (CRLM). At a median follow up of 28 months, 20/33 patients were dead of disease, 8 were alive with disease and 5 were alive with no evidence of disease. To shed further insight into biological features accounting for different outcomes, the expression of CXCR4-CXCL12-CXCR7, TLR2-TLR4, and the programmed death receptor-1 (PD-1)/programmed death-1 ligand (PD-L1) was evaluated in excised liver metastases. Expression profiles were assessed through qPCR in metastatic and unaffected liver tissue of 33 CRLM neoadjuvant-treated patients. CXCR4 and CXCR7, TLR2/TLR4, and PD-1/PD-L1 mRNA were significantly overexpressed in metastatic compared to unaffected liver tissues. CXCR4 protein was negative/low in 10/31, and high in 21/31, CXCR7 was negative/low in 16/31 and high in 15/31, CXCL12 was negative/low in 14/31 and high in 17/31 CRLM. PD-1 was negative in 19/30 and positive in 11/30, PD-L1 was negative/low in 24/30 and high in 6/30 CRLM. Stromal PD-L1 expression, affected the progression-free survival (PFS) in the CRLM population. Patients overexpressing CXCR4 experienced a worse PFS and cancer specific survival (CSS) (p = 0.001 and p = 0.0008); in these patients, KRAS mutation identified a subgroup with a significantly worse CSS (p < 0.01). Thus, CXCR4 and PD-L1 expression discriminate patients with the worse PFS within the CRLM evaluated patients. Within the CXCR4 high expressing patients carrying Mut-KRAS in CRLM identifies the worst prognostic group. Thus, CXCR4 targeting plus anti-PD-1 therapy should be explored to improve the prognosis of Mut-KRAS-high CXCR4-CRLMs.
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Affiliation(s)
- Crescenzo D'Alterio
- Functional Genomics Unit, Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS , Napoli, Italy
| | - Guglielmo Nasti
- Gastrointestinal Medical Oncology Unit, Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS , Napoli, Italy
| | - Marianeve Polimeno
- Functional Genomics Unit, Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS , Napoli, Italy
| | - Alessandro Ottaiano
- Gastrointestinal Medical Oncology Unit, Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS , Napoli, Italy
| | - Manuel Conson
- Department of Advanced Biomedical Sciences, Federico II University School of Medicine , Naples, Italy
| | - Luisa Circelli
- Functional Genomics Unit, Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS , Napoli, Italy
| | - Giovanni Botti
- Functional Genomics Unit, Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS , Napoli, Italy
| | - Giosuè Scognamiglio
- Pathology Unit, Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS , Napoli, Italy
| | - Sara Santagata
- Functional Genomics Unit, Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS , Napoli, Italy
| | - Chiara De Divitiis
- Gastrointestinal Medical Oncology Unit, Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS , Napoli, Italy
| | - Anna Nappi
- Gastrointestinal Medical Oncology Unit, Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS , Napoli, Italy
| | - Maria Napolitano
- Functional Genomics Unit, Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS , Napoli, Italy
| | - Fabiana Tatangelo
- Pathology Unit, Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS , Napoli, Italy
| | - Roberto Pacelli
- Department of Advanced Biomedical Sciences, Federico II University School of Medicine , Naples, Italy
| | - Francesco Izzo
- Hepatobiliary Surgery Unit, Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS , Napoli, Italy
| | - Emilia Vuttariello
- Functional Genomics Unit, Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS , Napoli, Italy
| | - Gerardo Botti
- Department of Advanced Biomedical Sciences, Federico II University School of Medicine , Naples, Italy
| | - Stefania Scala
- Functional Genomics Unit, Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS , Napoli, Italy
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