1
|
Xu G, Feng F, Cui Y, Fu Y, Xiao Y, Chen W, Li M. Prediction of postoperative disease-free survival in colorectal cancer patients using CT radiomics nomogram: a multicenter study. Acta Radiol 2025; 66:269-280. [PMID: 39894908 DOI: 10.1177/02841851241302521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2025]
Abstract
BackgroundRadiomics analysis is widely used to assess tumor prognosis.PurposeTo explore the value of computed tomography (CT) radiomics nomogram in predicting disease-free survival (DFS) of patients with colorectal cancer (CRC) after operation.Material and MethodsA total of 522 CRC patients from three centers were retrospectively included. Radiomics features were extracted from CT images, and the least absolute shrinkage and selection operator Cox regression algorithm was employed to select radiomics features. Clinical risk factors associated with DFS were selected through univariate and multivariate Cox regression analysis to build the clinical model. A predictive nomogram was developed by amalgamating pertinent clinical risk factors and radiomics features. The predictive performance of the nomogram was evaluated using the C-index, calibration curve, and decision curve. DFS probabilities were estimated using the Kaplan-Meier method.ResultsIntegrating the retained eight radiomics features and three clinical risk factors (pathological N stage, microsatellite instability, perineural invasion), a nomogram was constructed. The C-index for the nomogram were 0.819 (95% CI=0.794-0.844), 0.782 (95% CI=0.740-0.824), 0.786 (95% CI=0.753-0.819), and 0.803 (95% CI=0.765-0.841) in the training set, internal validation set, external validation set 1, and external validation set 2, respectively. The calibration curves demonstrated a favorable congruence between the predicted and observed values as depicted by the nomogram. The decision curve analysis underscored that the nomogram yielded a heightened clinical net benefit.ConclusionThe constructed radiomics nomogram, amalgamating the radiomics features and clinical risk factors, exhibited commendable performance in the individualized prediction of postoperative DFS in CRC patients.
Collapse
Affiliation(s)
- Guodong Xu
- Department of Radiology, The Yancheng Clinical College of Xuzhou Medical University, The First People's Hospital of Yancheng, Yancheng, PR China
| | - Feng Feng
- Department of Radiology, Affiliated Tumor Hospital of Nantong University, Nantong, PR China
| | - Yanfen Cui
- Department of Radiology, Shanxi Cancer Hospital, Shanxi, PR China
| | - Yigang Fu
- Department of Radiology, The Yancheng Clinical College of Xuzhou Medical University, The First People's Hospital of Yancheng, Yancheng, PR China
| | - Yong Xiao
- Department of Radiology, The Yancheng Clinical College of Xuzhou Medical University, The First People's Hospital of Yancheng, Yancheng, PR China
| | - Wang Chen
- Department of Radiology, The Yancheng Clinical College of Xuzhou Medical University, The First People's Hospital of Yancheng, Yancheng, PR China
| | - Manman Li
- Department of Radiology, The Yancheng Clinical College of Xuzhou Medical University, The First People's Hospital of Yancheng, Yancheng, PR China
| |
Collapse
|
2
|
Li M, Xu G, Cui Y, Wang M, Wang H, Xu X, Duan S, Shi J, Feng F. CT-based radiomics nomogram for the preoperative prediction of microsatellite instability and clinical outcomes in colorectal cancer: a multicentre study. Clin Radiol 2023; 78:e741-e751. [PMID: 37487841 DOI: 10.1016/j.crad.2023.06.012] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 06/15/2023] [Accepted: 06/29/2023] [Indexed: 07/26/2023]
Abstract
AIM To develop and validate a computed tomography (CT)-based radiomics nomogram for preoperative prediction of microsatellite instability (MSI) status and clinical outcomes in colorectal cancer (CRC) patients. MATERIALS AND METHODS This retrospective study enrolled 497 CRC patients from three centres. Least absolute shrinkage and selection operator regression was utilised for feature selection and constructing the radiomics signature. Univariate and multivariate logistic regression analyses were employed to identify significant clinical variables. The radiomics nomogram was constructed by integrating the radiomics signature and the identified clinical variables. The performance of the nomogram was evaluated through receiver operating characteristic curves, calibration curves, and decision curve analysis. Kaplan-Meier analysis was performed to investigate the prognostic value of the nomogram. RESULTS The radiomics signature comprised 10 radiomics features associated with MSI status. The nomogram, integrating the radiomics signature and independent predictors (age, location, and thickness), demonstrated favourable calibration and discrimination, achieving areas under the receiver operating characteristic (ROC) curves (AUCs) of 0.89 (95% confidence interval [CI]: 0.83-0.95), 0.87 (95% CI: 0.79-0.95), 0.88 (95% CI: 0.81-0.96), and 0.86 (95% CI: 0.78-0.93) in the training cohort, internal validation cohort, and two external validation cohorts, respectively. The nomogram exhibited superior performance compared to the clinical model (p<0.05). Additionally, survival analysis demonstrated that the nomogram successfully stratified stage II CRC patients based on prognosis (hazard ratio [HR]: 0.357, p=0.022). CONCLUSION The radiomics nomogram demonstrated promising performance in predicting MSI status and stratifying the prognosis of patients with CRC.
Collapse
Affiliation(s)
- M Li
- Department of Radiology, Affiliated Tumour Hospital of Nantong University, Nantong 226001, Jiangsu Province, China; Department of Radiology, Yancheng No. 1 People's Hospital, Yancheng 224006, Jiangsu Province, China
| | - G Xu
- Department of Radiology, Yancheng No. 1 People's Hospital, Yancheng 224006, Jiangsu Province, China; Department of Radiology, Affiliated Hospital of Nantong University, Nantong, Jiangsu 226001, China
| | - Y Cui
- Department of Radiology, Shanxi Cancer Hospital, Shanxi 030013, Shanxi Province, China
| | - M Wang
- Department of Radiology, Yancheng No. 1 People's Hospital, Yancheng 224006, Jiangsu Province, China
| | - H Wang
- Department of Radiology, Affiliated Tumour Hospital of Nantong University, Nantong 226001, Jiangsu Province, China
| | - X Xu
- Department of Radiotherapy, Affiliated Tumour Hospital of Nantong University, Nantong 226001, Jiangsu Province, China
| | - S Duan
- GE Healthcare China, Shanghai 210000, China
| | - J Shi
- Department of Radiology, Affiliated Tumour Hospital of Nantong University, Nantong 226001, Jiangsu Province, China.
| | - F Feng
- Department of Radiology, Affiliated Tumour Hospital of Nantong University, Nantong 226001, Jiangsu Province, China.
| |
Collapse
|
3
|
Ying M, Pan J, Lu G, Zhou S, Fu J, Wang Q, Wang L, Hu B, Wei Y, Shen J. Development and validation of a radiomics-based nomogram for the preoperative prediction of microsatellite instability in colorectal cancer. BMC Cancer 2022; 22:524. [PMID: 35534797 PMCID: PMC9087961 DOI: 10.1186/s12885-022-09584-3] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 04/21/2022] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Preoperative prediction of microsatellite instability (MSI) status in colorectal cancer (CRC) patients is of great significance for clinicians to perform further treatment strategies and prognostic evaluation. Our aims were to develop and validate a non-invasive, cost-effective reproducible and individualized clinic-radiomics nomogram method for preoperative MSI status prediction based on contrast-enhanced CT (CECT)images. METHODS A total of 76 MSI CRC patients and 200 microsatellite stability (MSS) CRC patients with pathologically confirmed (194 in the training set and 82 in the validation set) were identified and enrolled in our retrospective study. We included six significant clinical risk factors and four qualitative imaging data extracted from CECT images to build the clinics model. We applied the intra-and inter-class correlation coefficient (ICC), minimal-redundancy-maximal-relevance (mRMR) and the least absolute shrinkage and selection operator (LASSO) for feature reduction and selection. The selected independent prediction clinical risk factors, qualitative imaging data and radiomics features were performed to develop a predictive nomogram model for MSI status on the basis of multivariable logistic regression by tenfold cross-validation. The area under the receiver operating characteristic (ROC) curve (AUC), calibration plots and Hosmer-Lemeshow test were performed to assess the nomogram model. Finally, decision curve analysis (DCA) was performed to determine the clinical utility of the nomogram model by quantifying the net benefits of threshold probabilities. RESULTS Twelve top-ranked radiomics features, three clinical risk factors (location, WBC and histological grade) and CT-reported IFS were finally selected to construct the radiomics, clinics and combined clinic-radiomics nomogram model. The clinic-radiomics nomogram model with the highest AUC value of 0.87 (95% CI, 0.81-0.93) and 0.90 (95% CI, 0.83-0.96), as well as good calibration and clinical utility observed using the calibration plots and DCA in the training and validation sets respectively, was regarded as the candidate model for identification of MSI status in CRC patients. CONCLUSION The proposed clinic-radiomics nomogram model with a combination of clinical risk factors, qualitative imaging data and radiomics features can potentially be effective in the individualized preoperative prediction of MSI status in CRC patients and may help performing further treatment strategies.
Collapse
Affiliation(s)
- Mingliang Ying
- Department of Radiology, The Second Affiliated Hospital of Soochow University, No.1055 Sanxiang Road, Gusu District, Suzhou, 215004, Jiangsu, China.,Department of Radiology, Jinhua Hospital of Zhejiang University: Jinhua Municipal Central Hospital, No. 351 Mingyue Road, Jinhua, Zhejiang, China
| | - Jiangfeng Pan
- Department of Radiology, Jinhua Hospital of Zhejiang University: Jinhua Municipal Central Hospital, No. 351 Mingyue Road, Jinhua, Zhejiang, China
| | - Guanghong Lu
- Department of Radiology, Jinhua Hospital of Zhejiang University: Jinhua Municipal Central Hospital, No. 351 Mingyue Road, Jinhua, Zhejiang, China
| | - Shaobin Zhou
- Department of Radiology, Jinhua Hospital of Zhejiang University: Jinhua Municipal Central Hospital, No. 351 Mingyue Road, Jinhua, Zhejiang, China
| | - Jianfei Fu
- Department of Oncology, Jinhua Hospital of Zhejiang University: Jinhua Municipal Central Hospital, No. 351 Mingyue Road, Jinhua, Zhejiang, China
| | - Qinghua Wang
- Department of Oncology, Jinhua Hospital of Zhejiang University: Jinhua Municipal Central Hospital, No. 351 Mingyue Road, Jinhua, Zhejiang, China
| | - Lixia Wang
- Department of Pathology, Jinhua Hospital of Zhejiang University: Jinhua Municipal Central Hospital, No. 351 Mingyue Road, Jinhua, Zhejiang, China
| | - Bin Hu
- Department of Pathology, Jinhua Hospital of Zhejiang University: Jinhua Municipal Central Hospital, No. 351 Mingyue Road, Jinhua, Zhejiang, China
| | - Yuguo Wei
- Precision Health Institution, GE Healthcare, Xihu District, Hangzhou, China
| | - Junkang Shen
- Department of Radiology, The Second Affiliated Hospital of Soochow University, No.1055 Sanxiang Road, Gusu District, Suzhou, 215004, Jiangsu, China. .,Institute of Radiation Oncology Therapeutics of Soochow University, Suzhou, 215004, China.
| |
Collapse
|
4
|
Baidoun F, Saad AM, Abdel-Rahman O. Prognostic and predictive value of microsatellite instability status among patients with colorectal cancer. J Comp Eff Res 2021; 10:1197-1214. [PMID: 34608819 DOI: 10.2217/cer-2021-0013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Objectives: Compare overall survival (OS) between microsatellite instability (MSI) high and MSI-stable and analyze the effect of chemotherapy on OS. Methods: National cancer database was queried for patients diagnosed with colorectal adenocarcinoma between 2010 and 2016. We evaluated the OS and the chemotherapy effect using Kaplan-Meier estimates and multivariate Cox regression analyses. Results: Total of 30,436 stage II patients and 30,302 stage III patients were included. In stage II with high-risk features and MSI-high, patients who received chemotherapy had better OS compared to patients who didn't receive chemotherapy. The same was found in stage II with no high-risk features and MSI-high group. Conclusion: Stage II colorectal cancer patients with high-risk features and MSI-high who received chemotherapy have better OS compared to patients who didn't receive chemotherapy.
Collapse
Affiliation(s)
- Firas Baidoun
- Department of Hospital Medicine, Cleveland Clinic Foundation, Cleveland, OH 44195, USA
| | - Anas M Saad
- Heart & Vascular Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA
| | - Omar Abdel-Rahman
- Department of Oncology, University of Alberta, Cross Cancer Institute, Edmonton, AB, T6G 1Z2, Canada
| |
Collapse
|
5
|
Wu J, Zhang Q, Zhao Y, Liu Y, Chen A, Li X, Wu T, Li J, Guo Y, Liu A. Radiomics Analysis of Iodine-Based Material Decomposition Images With Dual-Energy Computed Tomography Imaging for Preoperatively Predicting Microsatellite Instability Status in Colorectal Cancer. Front Oncol 2019; 9:1250. [PMID: 31824843 PMCID: PMC6883423 DOI: 10.3389/fonc.2019.01250] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Accepted: 10/30/2019] [Indexed: 12/11/2022] Open
Abstract
Purpose: The aim of this study was to investigate the value of radiomics analysis of iodine-based material decomposition (MD) images with dual-energy computed tomography (DECT) imaging for preoperatively predicting microsatellite instability (MSI) status in colorectal cancer (CRC). Methods: This study included 102 CRC patients proved by postoperative pathology, and their MSI status was confirmed by immunohistochemistry staining. All patients underwent preoperative DECT imaging scanned on either a Revolution CT or Discovery CT 750HD scanner, and the iodine-based MD images in the venous phase were reconstructed. The clinical, CT-reported, and radiomics features were obtained and analyzed. Data from the Revolution CT scanner were used to establish a radiomics model to predict MSI status (70% samples were randomly selected as the training set, and the remaining samples were used to validate); and data from the Discovery CT 750HD scanner were used to test the radiomics model. The stable radiomics features with both inter-user and intra-user stability were selected for the next analysis. The feature dimension reduction was performed by using Student's t-test or Mann–Whitney U-test, Spearman's rank correlation test, min–max standardization, one-hot encoding, and least absolute shrinkage and selection operator selection method. The multiparameter logistic regression model was established to predict MSI status. The model performances were evaluated: The discrimination performance was accessed by receiver operating characteristic (ROC) curve analysis; the calibration performance was tested by calibration curve accompanied by Hosmer–Lemeshow test; the clinical utility was assessed by decision curve analysis. Results: Nine top-ranked features were finally selected to construct the radiomics model. In the training set, the area under the ROC curve (AUC) was 0.961 (accuracy: 0.875; sensitivity: 1.000; specificity: 0.812); in the validation set, the AUC was 0.918 (accuracy: 0.875; sensitivity: 0.875; specificity: 0.857). In the testing set, the diagnostic performance was slightly lower with AUC of 0.875 (accuracy: 0.788; sensitivity: 0.909; specificity: 0.727). A nomogram based on clinical factors and radiomics score was generated via the proposed logistic regression model. Good calibration and clinical utility were observed using the calibration and decision curve analyses, respectively. Conclusion: Radiomics analysis of iodine-based MD images with DECT imaging holds great potential to predict MSI status in CRC patients.
Collapse
Affiliation(s)
- Jingjun Wu
- Department of Radiology, First Affiliated Hospital, Dalian Medical University, Dalian, China
| | - Qinhe Zhang
- Department of Radiology, First Affiliated Hospital, Dalian Medical University, Dalian, China
| | - Ying Zhao
- Department of Radiology, First Affiliated Hospital, Dalian Medical University, Dalian, China
| | - Yijun Liu
- Department of Radiology, First Affiliated Hospital, Dalian Medical University, Dalian, China
| | - Anliang Chen
- Department of Radiology, First Affiliated Hospital, Dalian Medical University, Dalian, China
| | - Xin Li
- Translational Medicine Team, GE Healthcare (China), Shanghai, China
| | - Tingfan Wu
- Translational Medicine Team, GE Healthcare (China), Shanghai, China
| | | | - Yan Guo
- GE Healthcare (China), Shanghai, China
| | - Ailian Liu
- Department of Radiology, First Affiliated Hospital, Dalian Medical University, Dalian, China
| |
Collapse
|
6
|
The value of single-source dual-energy CT imaging for discriminating microsatellite instability from microsatellite stability human colorectal cancer. Eur Radiol 2019; 29:3782-3790. [PMID: 30903331 DOI: 10.1007/s00330-019-06144-5] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Revised: 02/22/2019] [Accepted: 03/08/2019] [Indexed: 02/07/2023]
Abstract
OBJECTIVES To demonstrate the value of single-source dual-energy computed tomography (ssDECT) imaging for discriminating microsatellite instability (MSI) from microsatellite stability (MSS) colorectal cancer (CRC). METHODS Thirty-eight and seventy-six patients with pathologically proven MSI and MSS CRC, respectively, were retrospectively selected and compared. These patients underwent contrast-enhanced abdominal ssDECT scans before any anti-cancer treatment. Effective atomic number (Eff-Z) in precontrast phase, slope k of spectral HU curve in precontrast (k-P), arterial (k-A), venous (k-V), and delayed phase (k-D), normalized iodine concentration in arterial (NIC-A), venous (NIC-V), and delayed phase (NIC-D), of tumors in two groups were measured by two reviewers. Consistency of measurements was tested by intra-class correlation coefficients (ICC). Mann-Whitney U test or Student's t test was used to compare above values between MSI and MSS. Multivariate logistic regression was used to analyze multiple parameters. Receiver operating characteristic curves were calculated to assess diagnostic efficacies. RESULTS Interobserver agreement was excellent (ICC > 0.80). MSI CRC had significantly lower values in all measurements (NIC-A, V, D; k-P, A, V, D; Eff-Z) than MSS CRC. For discriminating MSI from MSS CRC, the area under curve (AUC) using k-A was the highest (AUC, 0.803; sensitivity, 72.4%; specificity, 76.3%). The multivariate logistic regression (selection method, Enter) with combined ssDECT parameters (NIC-A, NIC-V, NIC-D, Eff-Z, k-P, k-A, k-V, k-D) significantly improved diagnostic capability with AUC of 0.886 (sensitivity, 81.6%; specificity, 81.6%). CONCLUSIONS The combination of multiple parameters in ssDECT imaging by multivariate logistic regression provides relatively high diagnostic accuracy for discriminating MSI from MSS CRC. KEY POINTS • ssDECT generates multiple parameters for discriminating CRC with MSI from MSS. • ssDECT measurements for MSI CRC were significantly lower than MSS CRC. • Combination of ssDECT parameters further improves diagnostic capability for differentiation.
Collapse
|
7
|
Lee S, Choi S, Kim SY, Yun MJ, Kim HI. Potential Utility of FDG PET-CT as a Non-invasive Tool for Monitoring Local Immune Responses. J Gastric Cancer 2017; 17:384-393. [PMID: 29302378 PMCID: PMC5746659 DOI: 10.5230/jgc.2017.17.e43] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Revised: 12/22/2017] [Accepted: 12/22/2017] [Indexed: 01/15/2023] Open
Abstract
Purpose The tumor microenvironment is known to be associated with the metabolic activity of cancer cells and local immune reactions. We hypothesized that glucose metabolism measured by 2-deoxy-2-(18F)fluoro-D-glucose (18F-FDG) positron emission tomography (PET)-computed tomography (CT) (18F-FDG PET-CT) would be associated with local immune responses evaluated according to the presence of tumor infiltrating lymphocytes (TILs). Materials and Methods We retrospectively reviewed 56 patients who underwent 18F-FDG PET-CT prior to gastrectomy. In resected tumor specimens, TIL subsets, including cluster of differentiation (CD) 3, CD4, CD8, Forkhead box P3 (Foxp3), and granzyme B, were subjected to immunohistochemical analysis. The prognostic nutritional index (PNI) was calculated as: (10×serum albumin value)+(0.005×peripheral lymphocyte counts). Additionally, the maximum standard uptake value (SUVmax) was calculated to evaluate the metabolic activity of cancer cells. Results The SUVmax was positively correlated with larger tumor size (R=0.293; P=0.029) and negatively correlated with PNI (R=−0.407; P=0.002). A higher SUVmax showed a marginal association with higher CD3 (+) T lymphocyte counts (R=0.227; P=0.092) and a significant association with higher Foxp3 (+) T lymphocyte counts (R=0.431; P=0.009). No other clinicopathological characteristics were associated with SUVmax or TILs. Survival analysis, however, indicated that neither SUVmax nor Foxp3 held prognostic significance. Conclusions FDG uptake on PET-CT could be associated with TILs, especially regulatory T cells, in gastric cancer. This finding may suggest that PET-CT could be of use as a non-invasive tool for monitoring the tumor microenvironment in patients with gastric cancer.
Collapse
Affiliation(s)
- Seungho Lee
- Department of Surgery, Yonsei University College of Medicine, Yonsei University Health System, Seoul, Korea
| | - Seohee Choi
- Department of Surgery, Yonsei University College of Medicine, Yonsei University Health System, Seoul, Korea
| | - Sang Yong Kim
- Medical Research Center, Yonsei University College of Medicine, Seoul, Korea.,Open NBI Convergence Technology Research Laboratory, Severance Hospital, Yonsei University Health System, Seoul, Korea
| | - Mi Jin Yun
- Department of Nuclear Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Hyoung-Il Kim
- Department of Surgery, Yonsei University College of Medicine, Yonsei University Health System, Seoul, Korea.,Medical Research Center, Yonsei University College of Medicine, Seoul, Korea.,Open NBI Convergence Technology Research Laboratory, Severance Hospital, Yonsei University Health System, Seoul, Korea
| |
Collapse
|
8
|
Scarpa M, Ruffolo C, Canal F, Scarpa M, Basato S, Erroi F, Fiorot A, Dall'Agnese L, Pozza A, Porzionato A, Castagliuolo I, Dei Tos AP, Bassi N, Castoro C. Mismatch repair gene defects in sporadic colorectal cancer enhance immune surveillance. Oncotarget 2016; 6:43472-82. [PMID: 26496037 PMCID: PMC4791244 DOI: 10.18632/oncotarget.6179] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2015] [Accepted: 10/07/2015] [Indexed: 01/05/2023] Open
Abstract
Background There is evidence that colorectal cancers (CRC) with DNA mismatch repair deficiency (MMR-D) are associated with a better prognosis than the generality of large bowel malignancies. Since an active immune surveillance process has been demonstrated to influence CRC outcome, we investigated whether MMR-D can enhance the immune response in CRC. Patients and Methods A group of 113 consecutive patients operated for CRC (42 stage I or II and 71 with stage III or IV) was retrospectively analyzed. The expression of MMR genes (MSH2, MLH1, MSH6 and PSM2) and co-stimulatory molecule CD80 was assessed by tissue microarray immunohistochemistry. In addition, tumor infiltrating mononuclear cells (TIMC) and T cell subpopulations (CD4, CD8, T-bet and FoxP-3) were quantified. The effect of specific siRNA (siMSH2, siMLH1, siMSH6 and siPSM2) transfection in HT29 on CD80 expression was quantified by flow cytometry. Non parametric statistics and survival analysis were used. Results Patients with MMR-D showed a higher T-bet/CD4 ratio (p = 0.02), a higher rate of CD80 expression and CD8 lymphocyte infiltration compared to those with no MMR-D. Moreover, in the MMR-D group, the Treg marker FoxP-3 was not expressed (p = 0.05). MMR-D patients with stage I or II and T-bet expression had a significant better survival (p = 0.009). Silencing of MSH2, MLH1 and MSH6, but not PSM2, significantly increased the rate of CD80+ HT29 cells (p = 0.007, p = 0.023 and p = 0.015, respectively). Conclusions CRC with MMR-D showed a higher CD80 expression, and CD8+ and Th1 T-cell infiltration. In vitro silencing of MSH2, MLH1 and MSH6 significantly increased CD80+ cell rate. These results suggest an enhanced immune surveillance mechanism in presence of MMR-D.
Collapse
Affiliation(s)
- Marco Scarpa
- Surgical Oncology Unit, Veneto Institute of Oncology IOV-IRCCS, Padova, Italy
| | - Cesare Ruffolo
- General Surgery Unit (IV), "Ca' Foncello" Hospital, Treviso, Italy
| | - Fabio Canal
- Pathology Unit, "Ca' Foncello" Hospital, Treviso, Italy
| | - Melania Scarpa
- Surgical Oncology Unit, Veneto Institute of Oncology IOV-IRCCS, Padova, Italy
| | - Silvia Basato
- Department of Surgical, Oncological and Gastroenterological Sciences, University of Padova, Padova, Italy
| | - Francesca Erroi
- Department of Surgical, Oncological and Gastroenterological Sciences, University of Padova, Padova, Italy
| | - Alain Fiorot
- General Surgery Unit (IV), "Ca' Foncello" Hospital, Treviso, Italy
| | - Lucia Dall'Agnese
- Department of Surgical, Oncological and Gastroenterological Sciences, University of Padova, Padova, Italy
| | - Anna Pozza
- Department of Surgical, Oncological and Gastroenterological Sciences, University of Padova, Padova, Italy
| | - Andrea Porzionato
- Department of Molecular Medicine, University of Padova, Padova, Italy
| | | | | | - Nicolò Bassi
- General Surgery Unit (IV), "Ca' Foncello" Hospital, Treviso, Italy
| | - Carlo Castoro
- Surgical Oncology Unit, Veneto Institute of Oncology IOV-IRCCS, Padova, Italy
| |
Collapse
|
9
|
Yoon HH, Shi Q, Alberts SR, Goldberg RM, Thibodeau SN, Sargent DJ, Sinicrope FA. Racial Differences in BRAF/KRAS Mutation Rates and Survival in Stage III Colon Cancer Patients. J Natl Cancer Inst 2015; 107:djv186. [PMID: 26160882 PMCID: PMC5758035 DOI: 10.1093/jnci/djv186] [Citation(s) in RCA: 83] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2014] [Revised: 04/28/2015] [Accepted: 06/19/2015] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND It is unknown if, after controlling for clinicopathologic variables and treatment, racial disparities in colon cancer outcomes persist. Molecular marker analysis in North American patients comparing Asians with other races has not been reported. METHODS BRAF (V600E) and KRAS mutations were analyzed in node-positive colon cancer patients (n = 3305) treated with FOLFOX-based chemotherapy in an adjuvant trial (Alliance N0147). Race categories included Asian, black, or white. Cox models were used to estimate disease-free survival (DFS) and time to recurrence (TTR). All statistical tests were two-sided. RESULTS BRAF mutation frequency in tumors from whites (13.9%) was twice that of tumors from Asians or blacks. KRAS mutation rates were highest in tumors from blacks (44.1%). KRAS/BRAF wild-type tumors were most common among Asians (66.7%) (P overall < .001). The prognostic impact of race differed by age and N stage (both P interaction < .02). Compared with whites, blacks had shorter DFS among patients younger than age 50 years (hazard ratio [HR] = 2.84, 95% confidence interval [CI] = 1.73 to 4.66) or with N1 disease (HR = 1.54, 95% CI = 1.04 to 2.29), independent of BRAF, KRAS, and other covariates. Findings were consistent using TTR as the outcome. Asians had longer DFS among N2 tumors that was partly mediated by less frequent BRAF mutation. CONCLUSIONS Colon cancers from Asians have a lower rate of BRAF and KRAS mutations than blacks or whites. We report a novel interaction of race with age and N stage in node-positive disease, indicating that racial disparities in survival persist despite uniform stage and treatment in a phase III trial.
Collapse
Affiliation(s)
- Harry H Yoon
- Mayo Clinic, Rochester, MN (HHY, SRA, SNT, FAS); Alliance Statistics and Data Center, Mayo Clinic, Rochester, MN (QS, DJS); Division of Medical Oncology, The Ohio State University, Columbus, OH (RMG).
| | - Qian Shi
- Mayo Clinic, Rochester, MN (HHY, SRA, SNT, FAS); Alliance Statistics and Data Center, Mayo Clinic, Rochester, MN (QS, DJS); Division of Medical Oncology, The Ohio State University, Columbus, OH (RMG)
| | - Steven R Alberts
- Mayo Clinic, Rochester, MN (HHY, SRA, SNT, FAS); Alliance Statistics and Data Center, Mayo Clinic, Rochester, MN (QS, DJS); Division of Medical Oncology, The Ohio State University, Columbus, OH (RMG)
| | - Richard M Goldberg
- Mayo Clinic, Rochester, MN (HHY, SRA, SNT, FAS); Alliance Statistics and Data Center, Mayo Clinic, Rochester, MN (QS, DJS); Division of Medical Oncology, The Ohio State University, Columbus, OH (RMG)
| | - Stephen N Thibodeau
- Mayo Clinic, Rochester, MN (HHY, SRA, SNT, FAS); Alliance Statistics and Data Center, Mayo Clinic, Rochester, MN (QS, DJS); Division of Medical Oncology, The Ohio State University, Columbus, OH (RMG)
| | - Daniel J Sargent
- Mayo Clinic, Rochester, MN (HHY, SRA, SNT, FAS); Alliance Statistics and Data Center, Mayo Clinic, Rochester, MN (QS, DJS); Division of Medical Oncology, The Ohio State University, Columbus, OH (RMG)
| | - Frank A Sinicrope
- Mayo Clinic, Rochester, MN (HHY, SRA, SNT, FAS); Alliance Statistics and Data Center, Mayo Clinic, Rochester, MN (QS, DJS); Division of Medical Oncology, The Ohio State University, Columbus, OH (RMG).
| |
Collapse
|
10
|
Systemic Analysis of Predictive Biomarkers for Recurrence in Colorectal Cancer Patients Treated with Curative Surgery. Dig Dis Sci 2015; 60:2477-87. [PMID: 25840921 DOI: 10.1007/s10620-015-3648-2] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2015] [Accepted: 03/26/2015] [Indexed: 12/12/2022]
Abstract
BACKGROUND Preoperative serum systemic inflammatory response (SIR) in patients with colorectal cancer (CRC) has been reported to be a predictive biomarker of early recurrence. The molecular status of CRC, including microsatellite instability (MSI), BRAF and KRAS mutations, and tumor-infiltrating lymphocytes (TILs), has also been associated with recurrence in CRC patients treated with curative surgery. AIM We investigated the impacts of SIR status, TILs, and MSI on recurrence in curative CRC patients. METHODS In this retrospective study, we enrolled 157 patients with stage I-III CRC undergoing curative surgery, for whom preoperative neutrophil/lymphocyte ratio (NLR), platelet/lymphocyte ratio (PLR), and C-reactive protein (CRP) data were available as indicators of SIR status. Molecular status was evaluated by counting TILs as the numbers of intratumoral Foxp3- and CD8-positive T cells by immunohistochemistry. MSI status was determined using five mononucleotide repeat microsatellite markers. RESULTS Kaplan-Meier analysis of SIR indicators revealed that higher CRP, NLR, and PLR were associated with significantly poorer disease-free survival (DFS). Low levels of infiltrating CD8-positive T cells in CRC tissue was a significant predictor of poor DFS. Multivariate analysis showed that few infiltrating CD8-positive T cells and high serum CRP levels were independent predictive factors for recurrence. Furthermore, the combination of high CRP and few infiltrating CD8-positive T cells increased the predictive accuracy in these patients. CONCLUSIONS The results of this study suggest that both CRP levels in preoperative serum and CD8 T cells in CRC tissue are useful biomarkers for predicting early relapse in CRC patients treated with curative surgery.
Collapse
|
11
|
Braha M, Chikman B, Habler L, Shapira Z, Vasyanovich S, Tolstov G, Halevy A, Sandbank J, Lavy R. Lymphocytic Infiltration as a Prognostic Factor in Patients With Colon Cancer. Int J Surg Pathol 2015. [PMID: 26215222 DOI: 10.1177/1066896915596808] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Host-defense mechanisms may have an important role in predicting the outcome of colorectal cancer patients. We designed our study to evaluate the possible prognostic significance of the presence of lymphocytic infiltration (LI) and subgroups of lymphocytes (CD3 and CD20) in the primary tumors. We randomly selected 195 patients operated for colorectal carcinoma from a larger cohort of 1527 patients with colorectal cancer. Histological slides were blindly reevaluated for the presence of LI that was graded 0 to 3. Immunohistochemical phenotyping of the lymphocytes was performed only for tumors with LI score 3 and included antibodies CD3 and CD20. CD3 and CD20 immunostaining were graded in the same manner as LI. The mean duration of follow-up was 63.8 months. The distribution of patients with colorectal cancer according to LI scores was as follows: score 0, 20/195 (10.2%); score 1, 61/195 (31.3%); score 2, 78/195 (40%); and score 3, 36/195 (18.5%). There was no correlation between any clinicopathological pattern and LI. Score 3 staining for CD3 was more common than for CD20 (64.7% vs 8.8%, P < .0001). Prominent lymphocytic infiltration (score 3) was associated with better disease-free survival (P = .062). Recurrence was diagnosed among 2/22 (9.1%) patients with prominent CD3 staining versus 62/171 (36.2%) of all other patient groups (P = .054) and they correspondingly had better disease-free survival (P = .018). It seems we can identify a group of patients with colorectal cancer who have an excellent prognosis according to a single immunological test unrelated to other known prognostic factors.
Collapse
Affiliation(s)
- Michal Braha
- Assaf Harofeh Medical Center, Zerifin, affiliated to the Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Bar Chikman
- Assaf Harofeh Medical Center, Zerifin, affiliated to the Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Liliana Habler
- Institute of Pathology, Assaf-Harofeh Medical Center, Zerifin, affiliated to the Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Zahar Shapira
- Assaf Harofeh Medical Center, Zerifin, affiliated to the Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Sergey Vasyanovich
- Assaf Harofeh Medical Center, Zerifin, affiliated to the Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Gleb Tolstov
- Assaf Harofeh Medical Center, Zerifin, affiliated to the Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Ariel Halevy
- Assaf Harofeh Medical Center, Zerifin, affiliated to the Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | | | - Ron Lavy
- Assaf Harofeh Medical Center, Zerifin, affiliated to the Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| |
Collapse
|
12
|
Sinicrope FA, Mahoney MR, Yoon HH, Smyrk TC, Thibodeau SN, Goldberg RM, Nelson GD, Sargent DJ, Alberts SR. Analysis of Molecular Markers by Anatomic Tumor Site in Stage III Colon Carcinomas from Adjuvant Chemotherapy Trial NCCTG N0147 (Alliance). Clin Cancer Res 2015; 21:5294-304. [PMID: 26187617 DOI: 10.1158/1078-0432.ccr-15-0527] [Citation(s) in RCA: 64] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2015] [Accepted: 06/30/2015] [Indexed: 12/16/2022]
Abstract
PURPOSE To determine the frequency and prognostic association of molecular markers by anatomic tumor site in patients with stage III colon carcinomas. EXPERIMENTAL DESIGN In a randomized trial of adjuvant FOLFOX ± cetuximab, BRAF(V600E) and KRAS (exon 2) mutations and DNA mismatch repair (MMR) proteins were analyzed in tumors (N = 3,018) in relationship to tumor location, including subsite. Cox models were used to assess clinical outcome, including overall survival (OS). RESULTS KRAS codon 12 mutations were most frequent at the splenic flexure and cecum; codon 13 mutations were evenly distributed. BRAF mutation frequency sharply increased from transverse colon to cecum in parallel with deficient (d) MMR. Nonmutated BRAF and KRAS tumors progressively decreased from sigmoid to transverse (all P < 0.0001). Significantly, poorer OS was found for mutant KRAS in distal [HR, 1.98; 95% confidence interval (CI), 1.49-2.63; P < 0.0001] versus proximal (1.25; 95% CI, 0.97-1.60; P = 0.079) cancers. BRAF status and outcome were not significantly associated with tumor site. Proximal versus distal dMMR tumors had significantly better outcome. An interaction test was significant for tumor site by KRAS (P(adjusted) = 0.043) and MMR (P(adjusted) = 0.010) for OS. Significant prognostic differences for biomarkers by tumor site were maintained in the FOLFOX arm. Tumor site was independently prognostic with a stepwise improvement from cecum to sigmoid (OS: P(adjusted) = 0.001). CONCLUSIONS Mutation in BRAF or KRAS codon 12 was enriched in proximal cancers whereas nonmutated BRAF/KRAS was increased in distal tumors. Significant differences in outcome for KRAS mutations and dMMR were found by tumor site, indicating that their interpretation should occur in the context of tumor location.
Collapse
Affiliation(s)
- Frank A Sinicrope
- Department of Medicine, Mayo Clinic and Mayo Cancer Center, Rochester, Minnesota. Department of Oncology, Mayo Clinic and Mayo Cancer Center, Rochester, Minnesota.
| | - Michelle R Mahoney
- Alliance Statistics and Data Center, Mayo Clinic and Mayo Cancer Center, Rochester, Minnesota
| | - Harry H Yoon
- Department of Oncology, Mayo Clinic and Mayo Cancer Center, Rochester, Minnesota
| | - Thomas C Smyrk
- Laboratory Medicine and Pathology, Mayo Clinic and Mayo Cancer Center, Rochester, Minnesota
| | - Stephen N Thibodeau
- Laboratory Medicine and Pathology, Mayo Clinic and Mayo Cancer Center, Rochester, Minnesota
| | | | - Garth D Nelson
- Alliance Statistics and Data Center, Mayo Clinic and Mayo Cancer Center, Rochester, Minnesota
| | - Daniel J Sargent
- Alliance Statistics and Data Center, Mayo Clinic and Mayo Cancer Center, Rochester, Minnesota
| | - Steven R Alberts
- Department of Oncology, Mayo Clinic and Mayo Cancer Center, Rochester, Minnesota
| | | |
Collapse
|
13
|
Yoon HH, Tougeron D, Shi Q, Alberts SR, Mahoney MR, Nelson GD, Nair SG, Thibodeau SN, Goldberg RM, Sargent DJ, Sinicrope FA. KRAS codon 12 and 13 mutations in relation to disease-free survival in BRAF-wild-type stage III colon cancers from an adjuvant chemotherapy trial (N0147 alliance). Clin Cancer Res 2014; 20:3033-3043. [PMID: 24687927 PMCID: PMC4040326 DOI: 10.1158/1078-0432.ccr-13-3140] [Citation(s) in RCA: 118] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
PURPOSE We examined the prognostic impact of specific KRAS mutations in patients with stage III colon adenocarcinoma receiving adjuvant FOLFOX alone or combined with cetuximab in a phase III trial (N0147). Analysis was restricted to BRAF-wild-type tumors, because BRAF mutation was associated with poor prognosis, and BRAF and KRAS mutations are mutually exclusive. EXPERIMENTAL DESIGN The seven most common KRAS mutations in codon 12 and codon 13 were examined in 2,478 BRAF-wild-type tumors. Because KRAS mutations in codon 12 (n = 779) or 13 (n = 220) were not predictive of adjuvant cetuximab benefit, study arms were pooled for analysis. Disease-free survival (DFS) was evaluated by HRs using Cox models. RESULTS KRAS mutations in codon 12 (multivariate HR, 1.52; 95% confidence interval, CI, 1.28-1.80; P < 0.0001) or codon 13 (multivariate HR, 1.36; 95% CI, 1.04-1.77; P = 0.0248) were significantly associated with shorter DFS compared with patients with wild-type KRAS/BRAF tumors, independent of covariates. KRAS codon 12 mutations were independently associated with proficient mismatch repair (P < 0.0001), proximal tumor site (P < 0.0001), low grade, age, and sex, whereas codon 13 mutations were associated with proximal site (P < 0.0001). CONCLUSION KRAS mutations in either codon 12 or 13 are associated with inferior survival in patients with resected stage III colon cancer. These data highlight the importance of accurate molecular characterization and the significant role of KRAS mutations in both codons in the progression of this malignancy in the adjuvant setting. Clin Cancer Res; 20(11); 3033-43. ©2014 AACR.
Collapse
Affiliation(s)
- Harry H Yoon
- Authors' Affiliations: Alliance Statistics and Data Center, Mayo Clinic, Rochester, Minnesota; Lehigh Valley Hospital, Allentown, Pennsylvania; and Ohio State University, Columbus, Ohio
| | - David Tougeron
- Authors' Affiliations: Alliance Statistics and Data Center, Mayo Clinic, Rochester, Minnesota; Lehigh Valley Hospital, Allentown, Pennsylvania; and Ohio State University, Columbus, Ohio
| | - Qian Shi
- Authors' Affiliations: Alliance Statistics and Data Center, Mayo Clinic, Rochester, Minnesota; Lehigh Valley Hospital, Allentown, Pennsylvania; and Ohio State University, Columbus, Ohio
| | - Steven R Alberts
- Authors' Affiliations: Alliance Statistics and Data Center, Mayo Clinic, Rochester, Minnesota; Lehigh Valley Hospital, Allentown, Pennsylvania; and Ohio State University, Columbus, Ohio
| | - Michelle R Mahoney
- Authors' Affiliations: Alliance Statistics and Data Center, Mayo Clinic, Rochester, Minnesota; Lehigh Valley Hospital, Allentown, Pennsylvania; and Ohio State University, Columbus, Ohio
| | - Garth D Nelson
- Authors' Affiliations: Alliance Statistics and Data Center, Mayo Clinic, Rochester, Minnesota; Lehigh Valley Hospital, Allentown, Pennsylvania; and Ohio State University, Columbus, Ohio
| | - Suresh G Nair
- Authors' Affiliations: Alliance Statistics and Data Center, Mayo Clinic, Rochester, Minnesota; Lehigh Valley Hospital, Allentown, Pennsylvania; and Ohio State University, Columbus, Ohio
| | - Stephen N Thibodeau
- Authors' Affiliations: Alliance Statistics and Data Center, Mayo Clinic, Rochester, Minnesota; Lehigh Valley Hospital, Allentown, Pennsylvania; and Ohio State University, Columbus, Ohio
| | - Richard M Goldberg
- Authors' Affiliations: Alliance Statistics and Data Center, Mayo Clinic, Rochester, Minnesota; Lehigh Valley Hospital, Allentown, Pennsylvania; and Ohio State University, Columbus, Ohio
| | - Daniel J Sargent
- Authors' Affiliations: Alliance Statistics and Data Center, Mayo Clinic, Rochester, Minnesota; Lehigh Valley Hospital, Allentown, Pennsylvania; and Ohio State University, Columbus, Ohio
| | - Frank A Sinicrope
- Authors' Affiliations: Alliance Statistics and Data Center, Mayo Clinic, Rochester, Minnesota; Lehigh Valley Hospital, Allentown, Pennsylvania; and Ohio State University, Columbus, Ohio
| |
Collapse
|
14
|
Sinicrope FA, Mahoney MR, Smyrk TC, Thibodeau SN, Warren RS, Bertagnolli MM, Nelson GD, Goldberg RM, Sargent DJ, Alberts SR. Prognostic impact of deficient DNA mismatch repair in patients with stage III colon cancer from a randomized trial of FOLFOX-based adjuvant chemotherapy. J Clin Oncol 2013; 31:3664-72. [PMID: 24019539 DOI: 10.1200/jco.2013.48.9591] [Citation(s) in RCA: 218] [Impact Index Per Article: 18.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
PURPOSE The association of deficient DNA mismatch repair (dMMR) with prognosis in patients with colon cancer treated with adjuvant fluorouracil, leucovorin, and oxaliplatin (FOLFOX) chemotherapy remains unknown. PATIENTS AND METHODS Resected, stage III colon carcinomas from patients (N = 2,686) randomly assigned to FOLFOX ± cetuximab (North Central Cancer Treatment Group N0147 trial) were analyzed for mismatch repair (MMR) protein expression and mutations in BRAF(V600E) (exon 15) and KRAS (codons 12 and 13). Association of biomarkers with disease-free survival (DFS) was determined using Cox models. A validation cohort (Cancer and Leukemia Group B 88903 trial) was used. RESULTS dMMR was detected in 314 (12%) of 2,580 tumors, of which 49.3% and 10.6% had BRAF(V600E) or KRAS mutations, respectively. MMR status was not prognostic overall (adjusted hazard ratio [HR], 0.82; 95% CI, 0.64 to 1.07; P = .14), yet significant interactions were found between MMR and primary tumor site (P(interaction) = .009) and lymph node category (N1 v N2; P(interaction) = .014). Favorable DFS was observed for dMMR versus proficient MMR proximal tumors (HR, 0.71; 95% CI, 0.53 to 0.94; P = .018) but not dMMR distal tumors (HR, 1.71; 95% CI, 0.99 to 2.95; P = .056), adjusting for mutations and covariates. Any survival benefit of dMMR was lost in N2 tumors. Mutations in BRAF(V600E) (HR, 1.37; 95% CI, 1.08 to 1.70; P = .009) or KRAS (HR, 1.44; 95% CI, 1.21 to 1.70; P < .001) were independently associated with worse DFS. The observed MMR by tumor site interaction was validated in an independent cohort of stage III colon cancers (P(interaction) = .037). CONCLUSION The prognostic impact of MMR depended on tumor site, and this interaction was validated in an independent cohort. Among dMMR cancers, proximal tumors had favorable outcome, whereas distal or N2 tumors had poor outcome. BRAF or KRAS mutations were independently associated with adverse outcome.
Collapse
Affiliation(s)
- Frank A Sinicrope
- Frank A. Sinicrope, Michelle R. Mahoney, Thomas C. Smyrk, Stephen N. Thibodeau, Garth D. Nelson, Daniel J. Sargent, and Steven R. Alberts, Mayo Clinic, Mayo Cancer Center and the North Central Cancer Treatment Group, Rochester, MN; Robert S. Warren, University of California San Francisco, San Francisco, CA; Monica M. Bertagnolli, Brigham and Women's Hospital, Boston, MA; and Richard M. Goldberg, The Ohio State University Comprehensive Cancer Center, Columbus, OH
| | | | | | | | | | | | | | | | | | | |
Collapse
|
15
|
Sinicrope FA, Smyrk TC, Tougeron D, Thibodeau SN, Singh S, Muranyi A, Shanmugam K, Grogan TM, Alberts SR, Shi Q. Mutation-specific antibody detects mutant BRAFV600E protein expression in human colon carcinomas. Cancer 2013; 119:2765-2770. [PMID: 23657789 PMCID: PMC3720760 DOI: 10.1002/cncr.28133] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2013] [Revised: 03/29/2013] [Accepted: 04/01/2013] [Indexed: 12/27/2022]
Abstract
BACKGROUND A point mutation (V600E) in the BRAF oncogene is a prognostic biomarker and may predict for nonresponse to anti-EGFR antibody therapy in patients with colorectal carcinoma. BRAFV600E mutations are frequently detected in tumors with microsatellite instability and indicate a sporadic origin. We used a mutation-specific antibody to examine mutant BRAFV600E protein expression and its concordance with BRAFV600E mutation data. METHODS Primary stage III colon carcinomas were analyzed for BRAFV600E mutations in exon 15, and 50 BRAFV600E mutation carriers and 25 wild-type tumors were selected for analysis of BRAF proteins by immunohistochemistry (IHC). IHC was performed in archival tissue specimens using a pan-BRAF antibody and a mutation-specific antibody against BRAFV600E proteins. Staining was scored by 2 pathologists who were blinded to clinical and mutation data. RESULTS Using a pan-BRAF antibody, total BRAF protein expression was observed in the tumor cell cytoplasm in 74 of 75 colon carcinomas. A mutation-specific antibody identified diffuse cytoplasmic staining of mutant BRAFV600E proteins in 49 of 74 cancers. Analysis using a polymerase chain reaction-based assay revealed that all 49 of these cancers carried BRAFV600E mutations. In contrast, BRAFV600E staining was absent in all 25 tumors that carried wild-type copies of BRAF. CONCLUSIONS A BRAF mutation-specific (V600E) antibody detected tumors with BRAFV600E mutations and exhibited complete concordance with a DNA-based method. These results support the use of IHC as a simplified strategy to screen colorectal cancers for BRAFV600E mutations in clinical practice.
Collapse
|
16
|
Bozzao C, Lastella P, Stella A. Anticipation in lynch syndrome: where we are where we go. Curr Genomics 2012; 12:451-65. [PMID: 22547953 PMCID: PMC3219841 DOI: 10.2174/138920211797904070] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2011] [Revised: 07/08/2011] [Accepted: 07/20/2011] [Indexed: 02/06/2023] Open
Abstract
Lynch syndrome (LS) is the most common form of inherited predisposition to develop cancer mainly in the colon and endometrium but also in other organ sites. Germline mutations in DNA mismatch repair (MMR) gene cause the transmission of the syndrome in an autosomal dominant manner. The management of LS patients is complicated by the large variation in age at cancer diagnosis which requires these patients to be enrolled in surveillance protocol starting as early as in their second decade of life. Several environmental and genetic factors have been proposed to explain this phenotypic heterogeneity, but the molecular mechanisms remain unknown. Although the presence of genetic anticipation in Lynch syndrome has been suspected since 15 years, only recently the phenomenon has been increasingly reported to be present in different cancer genetic syndromes including LS. While the biological basis of earlier cancer onset in successive generations remains poorly known, recent findings point to telomere dynamics as a mechanism significantly contributing to genetic anticipation in Lynch syndrome and in other familial cancers. In this review, we summarize the clinical and molecular features of Lynch syndrome, with a particular focus on the latest studies that have investigated the molecular mechanisms of genetic anticipation.
Collapse
Affiliation(s)
- Cristina Bozzao
- Medical Genetics Unit, Department of Biomedicine in Childhood, Università degli Studi di Bari "Aldo Moro", Bari, Italy
| | | | | |
Collapse
|
17
|
Prognostic impact of FoxP3+ regulatory T cells in relation to CD8+ T lymphocyte density in human colon carcinomas. PLoS One 2012; 7:e42274. [PMID: 22879926 PMCID: PMC3412852 DOI: 10.1371/journal.pone.0042274] [Citation(s) in RCA: 86] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2012] [Accepted: 07/02/2012] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND T-lymphocyte infiltration into colon carcinomas can influence clinical outcome, and interactions among T cell subsets may be more informative than either subset alone. Our objective was to examine the prognostic impact of tumor-infiltrating FoxP3(+) regulatory T cells (Tregs) in relation to cytotoxic CD8(+) T lymphocytes in patients with colon carcinomas characterized by DNA mismatch repair (MMR) status who participated in adjuvant chemotherapy trials. METHODS FoxP3(+) and CD8(+) densities in tumor epithelial and stromal compartments were analyzed by immunohistochemistry and quantified in resected, stage II and III colonic carcinomas (N = 216). Immune marker density was dichotomized at the median and categorized as high vs low. MMR status was classified as MMR deficient (dMMR) or proficient (pMMR). Cox models were adjusted for age, stage, and tumor grade. RESULTS The density of FoxP3+ infiltration was similar in tumor stroma and epithelia, whereas CD8+ was higher in stroma. The prognostic impact of FoxP3+ and CD8+ T cell infiltration was stronger in stroma vs epithelia, and the density of each marker in stroma was independently associated with improved overall survival (OS). However, the impact of FoxP3+ on survival was dependent upon CD8+ density (P interaction = 040). Among CD8+(low) tumors, FoxP3+(high) cases had significantly improved OS compared to FoxP3+(low) cases after adjustment for covariates (hazard ratio 0.43; 95% confidence interval 0.19 to 0.95; P = .030). In contrast, FoxP3+ was not prognostic among CD8+(high) tumors. FoxP3+ remained prognostic in CD8+(low) tumors after further adjustment for MMR or BRAF(V600E) mutation status. Additionally, these immune markers identified a pMMR subgroup with a similarly favorable OS as for dMMR tumors. CONCLUSIONS The prognostic impact of FoxP3+ and CD8+ T cell density are inter-dependent, whereby FoxP3+ exerts a favorable influence on survival only in colon cancers with low CD8+ infiltration.
Collapse
|
18
|
Choudhary B, Hanski M, Zeitz M, Hanski C. Proliferation rate but not mismatch repair affects the long-term response of colon carcinoma cells to 5FU treatment. Cancer Lett 2012; 320:56-64. [DOI: 10.1016/j.canlet.2012.01.025] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2011] [Revised: 12/10/2011] [Accepted: 01/14/2012] [Indexed: 12/01/2022]
|
19
|
Sinicrope FA, Yang ZJ. Prognostic and predictive impact of DNA mismatch repair in the management of colorectal cancer. Future Oncol 2011; 7:467-74. [PMID: 21417908 DOI: 10.2217/fon.11.5] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Colorectal cancers develop via two major pathways that include chromosomal instability and microsatellite instability. Microsatellite instability occurs due to deficient DNA mismatch repair (MMR), which can be caused by epigenetic silencing of the MLH1 MMR gene in sporadic colorectal cancers or germline mutations in MMR genes that result in Lynch syndrome. While the molecular origin of deficient MMR differs, sporadic and Lynch syndrome tumors share similar pathological features and have a more favorable stage-adjusted prognosis compared with MMR-proficient cases. While controversy remains, there is evidence to suggest that deficient MMR may predict a lack of benefit from 5-fluorouracil-based adjuvant chemotherapy. The focus of this article is on the MMR phenotype and its prognostic and predictive implications for the management of patients with colorectal cancer.
Collapse
Affiliation(s)
- Frank A Sinicrope
- Division of Oncology, Mayo Clinic & Mayo Cancer Center, Mayo Clinic, 200 First St. SW, Rochester, MN 55905, USA.
| | | |
Collapse
|
20
|
Zaanan A, Meunier K, Sangar F, Fléjou JF, Praz F. Microsatellite instability in colorectal cancer: from molecular oncogenic mechanisms to clinical implications. Cell Oncol (Dordr) 2011; 34:155-76. [PMID: 21484480 DOI: 10.1007/s13402-011-0024-x] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/13/2011] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Microsatellite instability (MSI) constitutes an important oncogenic molecular pathway in colorectal cancer (CRC), representing approximately 15% of all colorectal malignant tumours. In roughly one third of the cases, the underlying DNA mismatch repair (MMR) defect is inherited through the transmission of a mutation in one of the genes involved in MMR, predominantly MSH2 and MLH1, or less frequently, MSH6 or PMS2. In the overwhelming number of sporadic cases, MSI results from epigenetic MLH1 silencing through hypermethylation of its promoter. MMR deficiency promotes colorectal oncogenesis through the accumulation of numerous mutations in crucial target genes harbouring mononucleotide repeats, notably in those involved in the control of cell proliferation and differentiation, as well as DNA damage signalling and repair. DESIGN In this review, we describe the molecular aspects of the MMR system and the biological consequences of its defect on the oncogenic process, and we discuss the various experimental systems used to evaluate the efficacy of cytotoxic drugs on MSI colorectal cells lines. There is increasing evidence showing that MSI CRCs differ from all CRCs in terms of prognosis and response to the treatment. We report the clinical studies that have evaluated the prognostic and predictive value of MSI status on clinical outcome in patients treated with various chemotherapy regimens used in the adjuvant setting or for advanced CRCs. CONCLUSION In view of this, the opportunity of a systematic MSI phenotyping in the clinical management of patients with CRC is further discussed.
Collapse
Affiliation(s)
- Aziz Zaanan
- INSERM, UMR_S, Centre de Recherche Saint-Antoine, Paris, France
| | | | | | | | | |
Collapse
|
21
|
Xu JD, Cao XX, Long ZW, Liu XP, Furuya T, Xu JW, Liu XL, De Xu Z, Sasaki K, Li QQ. BCL2L10 protein regulates apoptosis/proliferation through differential pathways in gastric cancer cells. J Pathol 2010; 223:400-9. [PMID: 21171085 DOI: 10.1002/path.2811] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2010] [Revised: 09/20/2010] [Accepted: 10/09/2010] [Indexed: 12/18/2022]
Abstract
The reason for and consequences of BCL2L10 down-regulation in gastric carcinoma are poorly understood. Our aim was to investigate the function of the protein BCL2L10 in gastric carcinoma. We investigated BCL2L10 expression using quantitative real-time PCR and immunoblotting. The methylation status of the BCL2L10 gene promoter was examined by bisulphite sequencing in fresh gastric normal and carcinoma tissues. We studied apoptosis and proliferation regulation in gastric cancer cell lines using flow cytometry, fluorescence staining, murine xenografting and immunoblotting. Pathway inhibitors were applied to confirm the major pathways involved in apoptosis or proliferation regulation. We observed significant correlations between lower BCL2L10 expression and CpG island hypermethylation of the BCL2L10 gene promoter in gastric carcinoma, apoptosis induced by over-expressed BCL2L10 through mitochondrial pathways, and proliferation accelerated by BCL2L10 siRNA via the PI3K-Akt signalling pathway in gastric cancer cell lines. The pro-apoptotic effect of BCL2L10 and growth promotion by BCL2L10 siRNA in gastric cancer cells suggest that it may be a tumour suppressor.
Collapse
Affiliation(s)
- Jing Da Xu
- Department of Pathology, Shanghai Medical College, Fudan University,Shanghai 200032, People's Republic of China
| | | | | | | | | | | | | | | | | | | |
Collapse
|
22
|
Drescher KM, Sharma P, Lynch HT. Current hypotheses on how microsatellite instability leads to enhanced survival of Lynch Syndrome patients. Clin Dev Immunol 2010; 2010:170432. [PMID: 20631828 PMCID: PMC2901607 DOI: 10.1155/2010/170432] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2010] [Accepted: 04/13/2010] [Indexed: 01/20/2023]
Abstract
High levels of microsatellite instability (MSI-high) are a cardinal feature of colorectal tumors from patients with Lynch Syndrome. Other key characteristics of Lynch Syndrome are that these patients experience fewer metastases and have enhanced survival when compared to patients diagnosed with microsatellite stable (MSS) colorectal cancer. Many of the characteristics associated with Lynch Syndrome including enhanced survival are also observed in patients with sporadic MSI-high colorectal cancer. In this review we will present the current state of knowledge regarding the mechanisms that are utilized by the host to control colorectal cancer in Lynch Syndrome and why these same mechanisms fail in MSS colorectal cancers.
Collapse
Affiliation(s)
- Kristen M Drescher
- Department of Medical Microbiology and Immunology, Creighton University School of Medicine, Omaha, NE 68178, USA.
| | | | | |
Collapse
|
23
|
Sinicrope F, Foster NR, Sargent DJ, Thibodeau SN, Smyrk TC, O'Connell MJ. Model-based prediction of defective DNA mismatch repair using clinicopathological variables in sporadic colon cancer patients. Cancer 2010; 116:1691-8. [PMID: 20186699 DOI: 10.1002/cncr.24913] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND : Colon cancers with defective DNA mismatch repair (MMR) have a favorable prognosis and may lack benefit from 5-fluorouracil-based adjuvant chemotherapy. The authors developed models to predict MMR deficiency in sporadic colon cancer patients using routine clinical and pathological data. METHODS : TNM stage II and III colon carcinomas (n = 982) from 6 5-fluorouracil-based adjuvant therapy trials were analyzed for microsatellite instability and/or MMR protein expression. Tumor-infiltrating lymphocytes (TILs) were quantified (n = 326). Logistic regression and a recursive partitioning and amalgamation analysis were used to identify predictive factors for MMR status. RESULTS : Defective MMR was detected in 147 (15%) cancers. Tumor site and histologic grade were the most important predictors of MMR status. Distal tumors had a low likelihood of defective MMR (3%; 13 of 468); proximal tumors had a greater likelihood (26%; 130 of 506). By using tumor site, grade, and sex, the logistic regression model showed excellent discrimination (c statistic = 0.81). Proximal site, female sex, and poor differentiation showed a positive predictive value (PPV) of 51% for defective MMR. In a patient subset (n = 326), a model including proximal site, TILs (>2/high-power field), and female sex showed even better discrimination (c statistic = 0.86), with a PPV of 81%. CONCLUSIONS : Defective MMR is rare in distal, sporadic colon cancers, which should generally not undergo MMR testing. Proximal site, poor differentiation, and female sex detect 51% of tumors with defective MMR; substituting TILs for grade increases the PPV to 81%. These data can increase the efficiency of MMR testing to assist in clinical decisions. Cancer 2010. (c) 2010 American Cancer Society.
Collapse
Affiliation(s)
- Frank Sinicrope
- Division of Oncology, Mayo Clinic, Rochester, Minnesota, USA.
| | | | | | | | | | | | | |
Collapse
|
24
|
Prognostic effect of activated EGFR expression in human colon carcinomas: comparison with EGFR status. Br J Cancer 2009; 102:165-72. [PMID: 19997103 PMCID: PMC2813748 DOI: 10.1038/sj.bjc.6605473] [Citation(s) in RCA: 69] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND Evidence suggests that epidermal growth factor receptor (EGFR)-activation status may better predict the clinical behaviour of colon cancers than does EGFR expression. However, the prognostic effect of phospho-EGFR in primary colon cancer remains undefined. METHODS Phospho-EGFR (Tyr-1173) and EGFR expression were analysed by immunohistochemistry (IHC) in tissue microarrays of TNM stage II and III colon cancers from completed adjuvant therapy trials (n=388). Staining intensity was scored and correlated with clinicopathological variables, DNA mismatch repair (MMR) status, rates of cell proliferation (Ki-67), apoptosis (caspase-3), and patient survival. RESULTS Phospho-EGFR expression was detected in 157 of 388 (40%) tumours, whereas EGFR was found in 214 of 361 (59%). Although phospho-EGFR was unrelated to clinicopathological variables, strong EGFR intensity was associated with higher tumour stage (P=0.03). Tumours overexpressing EGFR (P=0.0002) or phospho-EGFR (P=0.015) showed increased Ki-67, but not caspase-3 expression. Phospho-EGFR was not prognostic. EGFR intensity was associated with worse disease-free survival (DFS) (hazard ratio (HR): 1.21 (1.03, 1.41); P=0.019) and overall survival (OS) (HR: 1.19 (1.02, 1.39); P=0.028). Tumours expressing both EGFR and phospho-EGFR had similar survival as EGFR alone. Stage and lymph node number were prognostic for DFS and OS, and histological grade for OS. EGFR was an independent predictor of DFS (P=0.042) after adjustment for stage, histological grade, age, and MMR status. CONCLUSION Phospho-EGFR and EGFR expression were associated with tumour cell hyperproliferation. Phospho-EGFR was not prognostic, whereas increased EGFR intensity was independently associated with poor DFS.
Collapse
|
25
|
Sinicrope FA, Rego RL, Ansell SM, Knutson KL, Foster NR, Sargent DJ. Intraepithelial effector (CD3+)/regulatory (FoxP3+) T-cell ratio predicts a clinical outcome of human colon carcinoma. Gastroenterology 2009; 137:1270-9. [PMID: 19577568 PMCID: PMC2873775 DOI: 10.1053/j.gastro.2009.06.053] [Citation(s) in RCA: 255] [Impact Index Per Article: 15.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2008] [Revised: 06/18/2009] [Accepted: 06/24/2009] [Indexed: 12/21/2022]
Abstract
BACKGROUND & AIMS Regulatory T cells (Tregs) express the forkhead box transcription factor (FoxP3) and suppress the antitumor immune response. We investigated whether the intratumoral densities of FoxP3(+) and effector CD3(+) lymphocytes are associated with prognosis of patients with colon cancer. METHODS FoxP3 and CD3 expression and location were determined in stage II and III colon carcinomas (n = 160) and normal mucosa (n = 25) by immunohistochemistry; CD4 and FoxP3 were localized by dual immunofluorescence microscopy. T-cell markers were compared with pathological variables, DNA mismatch repair status, and patient survival using Cox proportional hazards models. RESULTS FoxP3(+) and CD3(+) T-cell densities were increased in carcinomas compared with autologous normal mucosa (P < .0001). An increase in intraepithelial FoxP3(+) cells was associated with poor tumor differentiation (P = .038), female sex (P = .028), and advanced patient age (P = .042). FoxP3(+) cell density was not prognostic, yet patients with tumors with reduced intraepithelial CD3(+) T-cell densities had reduced disease-free survival (DFS) rates (hazard ratio [HR], 1.87 [95% confidence interval, 1.10-3.16]; P = .018). A low intraepithelial CD3(+)/FoxP3(+) cell ratio predicted reduced DFS (46.2% vs 66.7% survival at 5 years; HR, 2.17 [95% confidence interval, 1.11-4.23]; P = .0205). The prognostic impact of these markers was maintained when tumors were stratified by mismatch repair status. By multivariate analysis, a low CD3(+)/FoxP3(+) cell ratio (P= .0318) and low numbers of CD3(+) T cells (P = .0397) predicted shorter DFS times and were stronger prognostic variables than tumor stage or number of lymph node metastases. CONCLUSIONS A low intraepithelial CD3(+)/FoxP3(+) cell ratio and reduced numbers of CD3(+) T cells were associated with shorter patient survival time, indicating the importance of an effector to Treg cell ratio in colon cancer prognosis.
Collapse
Affiliation(s)
- Frank A Sinicrope
- Miles and Shirley Fiterman Digestive Disease Center, Division of Gastroenterology & Hepatology, Mayo Clinic, Rochester, Minnesota 55905, USA.
| | | | | | | | | | | |
Collapse
|
26
|
Abstract
PURPOSE OF REVIEW To review data demonstrating the prognostic and predictive impact of microsatellite instability (MSI) in human colon carcinomas. RECENT FINDINGS MSI is a molecular marker of defective DNA mismatch repair that is detected in approximately 15% of sporadic colon cancers. Most, but not all retrospective studies, have shown that colon cancers with MSI have better stage-adjusted survival rates compared with non-MSI tumors. Furthermore, analyses of colon cancers from participants in randomized adjuvant therapy trials have suggested that MSI tumors do not benefit from treatment with 5-fluorouracil. Recent studies, including a pooled analysis, validate prior data demonstrating the prognostic and predictive impact of MSI status in colon cancer. SUMMARY MSI is a molecular marker that can provide valuable prognostic and predictive information in colon cancer patients. In the appropriate clinical setting, MSI data can be used in clinical decision-making. Specifically, the favorable outcome of stage II colon cancers with MSI indicates that such patients should not receive adjuvant chemotherapy. Although data for stage III colon cancers with MSI suggest a lack of benefit from 5-fluorouracil alone, the benefit of the current standard treatment, 5-fluorouracil, leucovorin, and oxaliplatin, in this subgroup remains unknown and awaits further study.
Collapse
|
27
|
Current Opinion in Oncology. Current world literature. Curr Opin Oncol 2009; 21:386-92. [PMID: 19509503 DOI: 10.1097/cco.0b013e32832e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
28
|
D'Errico M, de Rinaldis E, Blasi MF, Viti V, Falchetti M, Calcagnile A, Sera F, Saieva C, Ottini L, Palli D, Palombo F, Giuliani A, Dogliotti E. Genome-wide expression profile of sporadic gastric cancers with microsatellite instability. Eur J Cancer 2008; 45:461-9. [PMID: 19081245 DOI: 10.1016/j.ejca.2008.10.032] [Citation(s) in RCA: 255] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2008] [Accepted: 10/17/2008] [Indexed: 12/18/2022]
Abstract
Gastric cancers with mismatch repair (MMR) inactivation are characterised by microsatellite instability (MSI). In this study, the transcriptional profile of 38 gastric cancers with and without MSI was analysed. Unsupervised analysis showed that the immune and apoptotic gene networks efficiently discriminated these two cancer types. Hierarchical clustering analysis revealed numerous gene expression changes associated with the MSI phenotype. Amongst these, the p53-responsive genes maspin and 14-3-3 sigma were significantly more expressed in tumours with than without MSI. A tight immunosurveillance coupled with a functional p53 gene response is consistent with the better prognosis of MSI cancers. Frequent silencing of MLH1 and downregulation of MMR target genes, such as MRE11 and MBD4, characterised MSI tumours. The downregulation of SMUG1 was also a typical feature of these tumours. The DNA repair gene expression profile of gastric cancer with MSI is of relevance for therapy response.
Collapse
Affiliation(s)
- Mariarosaria D'Errico
- Department of Environment and Primary Prevention, Istituto Superiore di Sanità, Viale Regina Elena 299, 00161 Rome, Italy
| | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|