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Nielsen AT, Saqi IK, Justesen TF, Madsen MT, Gögenur I, Orhan A. The prognostic impact of tumor mutations and tumor-infiltrating lymphocytes in patients with localized pMMR colorectal cancer - A systematic review and meta-analysis. Crit Rev Oncol Hematol 2025; 211:104714. [PMID: 40188978 DOI: 10.1016/j.critrevonc.2025.104714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2025] [Revised: 03/21/2025] [Accepted: 03/28/2025] [Indexed: 04/12/2025] Open
Abstract
BACKGROUND Tumor mutations and the composition of the tumor microenvironment have prognostic and therapeutic significance in colorectal cancer (CRC). However, immunotherapy remains a challenge for patients with proficient mismatch repair (pMMR) CRC. In this paper, the association between tumor-infiltrating lymphocytes (TILs) and tumor mutations on survival outcomes in patients with localized pMMR CRC was examined. METHODS A systematic review of the literature and a meta-analysis were conducted in accordance with the PRISMA guidelines. The literature search was conducted in PubMed, Embase, Cochrane Library, and Web of Science. The outcomes of interest were overall survival, disease-free survival, and cancer-specific survival. The risk of bias was assessed through the Newcastle-Ottawa Scale and the quality of the cumulative evidence was evaluated through the modified GRADE approach. FINDINGS In total, 8498 articles were screened for eligibility and 44 articles were included in the meta-analysis with 33,704 patients in total. Patients with high infiltration of any TILs showed significantly improved overall survival (HR = 0.57, 95 % CI: 0.49-0.67, I2: 0 %), especially for the subgroup of CD3 + (HR = 0.52, 95 % CI: 0.38-0.71, I2: 0 %) and CD8 + (HR = 0.60, 95 % CI: 0.37-0.99, I2: 10 %) TILs. Patients with BRAF mutation (HR = 2.68, 95 % CI: 1.47-4.89, I2: 83 %) and KRAS mutation (HR = 1.25, 95 % CI: 1.18-1.33, I2: 0 %) showed decreased overall survival. INTERPRETATION High infiltration of TILs, especially CD3 + and CD8 + , was associated with significantly improved survival, while BRAF and KRAS mutations were correlated with worse survival outcomes for patients with non-metastatic pMMR CRC.
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Affiliation(s)
- Amalie Thomsen Nielsen
- Center for Surgical Science, Department of Surgery, Zealand University Hospital, Køge, Denmark.
| | - Ida Kolukisa Saqi
- Center for Surgical Science, Department of Surgery, Zealand University Hospital, Køge, Denmark
| | | | | | - Ismail Gögenur
- Center for Surgical Science, Department of Surgery, Zealand University Hospital, Køge, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Adile Orhan
- Center for Surgical Science, Department of Surgery, Zealand University Hospital, Køge, Denmark
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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.
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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
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Justesen TF, Orhan A, Rosen AW, Gögenur M, Gögenur I. Mismatch Repair Status and Surgical Outcomes in Localized Colorectal Cancer: A Nationwide Cohort Study. ANNALS OF SURGERY OPEN 2024; 5:e499. [PMID: 39711680 PMCID: PMC11661751 DOI: 10.1097/as9.0000000000000499] [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: 08/14/2024] [Accepted: 09/09/2024] [Indexed: 12/24/2024] Open
Abstract
Objective This study examined the association between deficient mismatch repair (dMMR) versus proficient MMR (pMMR) status and overall survival and disease-free survival in patients with localized colorectal cancer. Background Several distinctions exist between patients with dMMR and pMMR colorectal cancer. However, the impact on prognosis is yet to be investigated in large-scale cohort studies. Methods In this cohort study, we included patients who underwent curative-intent surgery for localized colorectal cancer between 2009 and 2020. Patients were identified in the Danish Colorectal Cancer Group database and patient-level data were extracted from 6 registry databases. After inclusion, patients with dMMR status were matched 1:1 to patients with pMMR status using an estimated propensity score. Results After matching, 5994 patients were included. The patients had a median age of 74 years and a median follow-up of 4.1 years. There was no significant association between mismatch repair (MMR) status and overall survival (hazard ratio, 0.91; 95% confidence interval [CI], 0.81-1.03) or disease-free survival (hazard ratio, 0.89; 95% CI, 0.78-1.01). However, the restricted 5-year mean disease-free survival time, calculated due to violation of the proportional hazards assumption, showed a significant absolute difference of 0.13 years (95% CI, 0.03-0.23; P = 0.01) in favor of the dMMR group. Conclusions No significant association with overall survival was found according to MMR status. dMMR status was, however, found to be associated with marginally improved disease-free survival compared to pMMR status in patients with localized colorectal cancer undergoing curative-intent surgery.
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Affiliation(s)
- Tobias Freyberg Justesen
- From the Department of Surgery, Center for Surgical Science, Zealand University Hospital, Køge, Denmark
| | - Adile Orhan
- From the Department of Surgery, Center for Surgical Science, Zealand University Hospital, Køge, Denmark
| | - Andreas Weinberger Rosen
- From the Department of Surgery, Center for Surgical Science, Zealand University Hospital, Køge, Denmark
| | - Mikail Gögenur
- From the Department of Surgery, Center for Surgical Science, Zealand University Hospital, Køge, Denmark
| | - Ismail Gögenur
- From the Department of Surgery, Center for Surgical Science, Zealand University Hospital, Køge, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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Lișcu HD, Verga N, Atasiei DI, Badiu DC, Dumitru AV, Ultimescu F, Pavel C, Stefan RE, Manole DC, Ionescu AI. Biomarkers in Colorectal Cancer: Actual and Future Perspectives. Int J Mol Sci 2024; 25:11535. [PMID: 39519088 PMCID: PMC11546354 DOI: 10.3390/ijms252111535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2024] [Revised: 10/23/2024] [Accepted: 10/24/2024] [Indexed: 11/16/2024] Open
Abstract
Biomarkers in colorectal cancer (CRC) are of great interest in the current literature due to improvements in techniques such as liquid biopsy and next-generation sequencing (NGS). However, screening methods vary globally, with multi-target stool DNA (mt-sDNA) predominantly used in the USA and, more recently, the Cologuard Plus; biomarkers such as the Galectins family and septins show promise in early detection. Gut microbiome assessments, such as Fusobacterium nucleatum, are under intense exploration. Diagnostic tests, such as circulating DNA analysis via NGS, exhibit effectiveness and are being increasingly adopted. Circulating tumor cells emerge as potential alternatives to traditional methods in terms of diagnosis and prognosis. Predictive biomarkers are well established in guidelines; nonetheless, with the aid of machine learning and artificial intelligence, these biomarkers may be improved. This review critically explores the actual dynamic landscape of CRC biomarkers and future, promising biomarkers involved in screening, diagnosis, and prognosis.
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Affiliation(s)
- Horia-Dan Lișcu
- Discipline of Oncological Radiotherapy and Medical Imaging, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania; (H.-D.L.); (A.-I.I.)
- Radiotherapy Department, Colțea Clinical Hospital, 030167 Bucharest, Romania;
| | - Nicolae Verga
- Radiotherapy Department, Colțea Clinical Hospital, 030167 Bucharest, Romania;
| | - Dimitrie-Ionuț Atasiei
- Discipline of Oncological Radiotherapy and Medical Imaging, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania; (H.-D.L.); (A.-I.I.)
| | - Dumitru-Cristinel Badiu
- Department of Surgery, Bagdasar Arseni Clinical Emergency Hospital, Carol Davila University of Medicine and Pharmacy, 8 Eroii Sanitari Bd., 050474 Bucharest, Romania;
| | - Adrian Vasile Dumitru
- Department of Pathology, University Emergency Hospital Bucharest, Carol Davila University of Medicine and Pharmacy, 8 Eroii Sanitari Bd., 050474 Bucharest, Romania;
| | - Flavia Ultimescu
- Department of Pathology, Institute of Oncology Alexandru Trestioreanu, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania;
| | - Christopher Pavel
- Department of Gastroenterology, Floreasca Emergency Hospital Bucharest, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania;
| | - Roxana-Elena Stefan
- General Surgery Department, Clinic of General and Esophageal Surgery, Sf. Maria Clinical Hospital, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania;
| | - Diandra-Carmen Manole
- Department of Endocrinology, Faculty of General Medicine, Carol Davila University of Medicine and Pharmacy, 8 Eroii Sanitari Bd., 050474 Bucharest, Romania;
| | - Andreea-Iuliana Ionescu
- Discipline of Oncological Radiotherapy and Medical Imaging, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania; (H.-D.L.); (A.-I.I.)
- Radiotherapy Department, Colțea Clinical Hospital, 030167 Bucharest, Romania;
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Wang G, Xu XN, Zhi-Min Z, Wang K, Li F. Prediction and verification of targets for α-hederin/oxaliplatin dual-loaded rHDL modified liposomes: Reversing effector T-cells dysfunction and improving anti-COAD efficiency in vitro and in vivo. Int J Pharm 2024; 662:124512. [PMID: 39067547 DOI: 10.1016/j.ijpharm.2024.124512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2024] [Revised: 07/04/2024] [Accepted: 07/23/2024] [Indexed: 07/30/2024]
Abstract
This study tried to develop the α-Hederin/Oxaliplatin (OXA) dual-loaded rHDL (α-Hederin-OXA-rHDL) modified liposomes to improve the therapeutic index on colon adenocarcinoma (COAD). The α-Hederin-OXA-rHDL were prepared and evaluated for characterizations, accumulate to tumor tissues, and antitumor activity. A thorough investigation into oxaliplatin resistant and KRAS-mutant related hub keg genes were identified and performed to assess the prognosis role of the genetic signature in COAD. The potential immune signatures and molecular docking for verifing the predicted targets of α-Hederin-OXA-rHDL in tumor-bearing mice. Results suggested that α-Hederin-OXA-rHDL could enhance the sensitivity of oxaliplatin in HCT116/L-OHP cells via the regulation of KEAP1/NRF2 -mediated signaling and HO1 or GPX4 proteins. Furthermore, α-Hederin-OXA-rHDL regulated the predicted targets of PRDM1 interaction with miR-140-5p, efficient activing CD8 T cell to improve therapeutic response in vivo. Collectively, this work provides drug delivery with rHDL dual-loaded α-Hederin and oxaliplatin synergistically targets cancer cells and effectory T cells combating COAD.
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Affiliation(s)
- Gang Wang
- Department of Pharmaceutics, Shanghai Eighth People's Hospital, Jiangsu University, Shanghai 200235, China; Department of Pharmaceutics, Shanghai Anda Hospital, 200000 Shanghai, China.
| | - Xiao-Na Xu
- Department of Medicine, Jiangsu University, Zhenjiang City, Jiangsu Province 212001, China
| | - Zhu Zhi-Min
- Department of Pharmaceutics, Shanghai Eighth People's Hospital, Jiangsu University, Shanghai 200235, China
| | - Kun Wang
- Department of Medicine, Jiangsu University, Zhenjiang City, Jiangsu Province 212001, China
| | - Fei Li
- Department of Pharmaceutics, Shanghai Eighth People's Hospital, Jiangsu University, Shanghai 200235, China.
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Wang Y, Wang C, Zhong R, Wang L, Sun L. Research progress of DNA methylation in colorectal cancer (Review). Mol Med Rep 2024; 30:154. [PMID: 38963030 PMCID: PMC11240861 DOI: 10.3892/mmr.2024.13278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 06/14/2024] [Indexed: 07/05/2024] Open
Abstract
DNA methylation is one of the earliest and most significant epigenetic mechanisms discovered. DNA methylation refers, in general, to the addition of a methyl group to a specific base in the DNA sequence under the catalysis of DNA methyltransferase, with S‑adenosine methionine as the methyl donor, via covalent bonding and chemical modifications. DNA methylation is an important factor in inducing cancer. There are different types of DNA methylation, and methylation at different sites plays different roles. It is well known that the progression of colorectal cancer (CRC) is affected by the methylation of key genes. The present review did not only discuss the potential relationship between DNA methylation and CRC but also discussed how DNA methylation affects the development of CRC by affecting key genes. Furthermore, the clinical significance of DNA methylation in CRC was highlighted, including that of the therapeutic targets and biomarkers of methylation; and the importance of DNA methylation inhibitors was discussed as a novel strategy for treatment of CRC. The present review did not only focus upon the latest research findings, but earlier reviews were also cited as references to older literature.
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Affiliation(s)
- Yuxin Wang
- Emergency Department, The Second Hospital of Dalian Medical University, Dalian, Liaoning 116027, P.R. China
| | - Chengcheng Wang
- Comparative Medicine Department of Researching and Teaching, Dalian Medical University, Dalian, Liaoning 116044, P.R. China
| | - Ruiqi Zhong
- Comparative Medicine Department of Researching and Teaching, Dalian Medical University, Dalian, Liaoning 116044, P.R. China
| | - Liang Wang
- Comparative Medicine Department of Researching and Teaching, Dalian Medical University, Dalian, Liaoning 116044, P.R. China
| | - Lei Sun
- Emergency Department, The Second Hospital of Dalian Medical University, Dalian, Liaoning 116027, P.R. China
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Mao J, He Y, Chu J, Hu B, Yao Y, Yan Q, Han S. Analysis of clinical characteristics of mismatch repair status in colorectal cancer: a multicenter retrospective study. Int J Colorectal Dis 2024; 39:100. [PMID: 38967814 PMCID: PMC11226506 DOI: 10.1007/s00384-024-04674-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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/26/2024] [Indexed: 07/06/2024]
Abstract
BACKGROUND Microsatellite instability (MSI) caused by DNA mismatch repair (MMR) deficiency is of great significance in the occurrence, diagnosis and treatment of colorectal cancer (CRC). AIM This study aimed to analyze the relationship between mismatch repair status and clinical characteristics of CRC. METHODS The histopathological results and clinical characteristics of 2029 patients who suffered from CRC and underwent surgery at two centers from 2018 to 2020 were determined. After screening the importance of clinical characteristics through machine learning algorithms, the patients were divided into deficient mismatch repair (dMMR) and proficient mismatch repair (pMMR) groups based on the immunohistochemistry results and the clinical feature data between the two groups were observed by statistical methods. RESULTS The dMMR and pMMR groups had significant differences in histologic type, TNM stage, maximum tumor diameter, lymph node metastasis, differentiation grade, gross appearance, and vascular invasion. There were significant differences between the MLH1 groups in age, histologic type, TNM stage, lymph node metastasis, tumor location, and depth of invasion. The MSH2 groups were significantly different in age. The MSH6 groups had significant differences in age, histologic type, and TNM stage. There were significant differences between the PMS2 groups in lymph node metastasis and tumor location. CRC was dominated by MLH1 and PMS2 combined expression loss (41.77%). There was a positive correlation between MLH1 and MSH2 and between MSH6 and PMS2 as well. CONCLUSIONS The proportion of mucinous adenocarcinoma, protruding type, and poor differentiation is relatively high in dMMR CRCs, but lymph node metastasis is rare. It is worth noting that the expression of MMR protein has different prognostic significance in different stages of CRC disease.
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Affiliation(s)
- Jing Mao
- Department of General Surgery, Affiliated Huzhou Hospital, Zhejiang University School of Medicine, No.1558, Sanhuan North Road, Wuxing District, Huzhou, Zhejiang, 313000, People's Republic of China
- Key Laboratory of Multiomics Research and Clinical Transformation of Digestive Cancer of Huzhou, No.1558, Sanhuan North Road, Wuxing District, Huzhou, Zhejiang, 313000, People's Republic of China
| | - Yang He
- Department of Oncology, The First Affiliated Hospital of Wannan Medical College, No. 92, Zheshan West Road, Jinghu District, Wuhu, Anhui, 241001, People's Republic of China
| | - Jian Chu
- Department of Gastroenterology, The Fifth Affiliated Clinical Medical College of Zhejiang, Chinese Medical University, No.1558, Sanhuan North Road, Wuxing District, Huzhou, Zhejiang, 313000, People's Republic of China
- Key Laboratory of Multiomics Research and Clinical Transformation of Digestive Cancer of Huzhou, No.1558, Sanhuan North Road, Wuxing District, Huzhou, Zhejiang, 313000, People's Republic of China
| | - Boyang Hu
- Department of General Surgery, Affiliated Huzhou Hospital, Zhejiang University School of Medicine, No.1558, Sanhuan North Road, Wuxing District, Huzhou, Zhejiang, 313000, People's Republic of China
- Key Laboratory of Multiomics Research and Clinical Transformation of Digestive Cancer of Huzhou, No.1558, Sanhuan North Road, Wuxing District, Huzhou, Zhejiang, 313000, People's Republic of China
| | - Yanjun Yao
- Department of General Surgery, Affiliated Huzhou Hospital, Zhejiang University School of Medicine, No.1558, Sanhuan North Road, Wuxing District, Huzhou, Zhejiang, 313000, People's Republic of China
- Key Laboratory of Multiomics Research and Clinical Transformation of Digestive Cancer of Huzhou, No.1558, Sanhuan North Road, Wuxing District, Huzhou, Zhejiang, 313000, People's Republic of China
| | - Qiang Yan
- Department of General Surgery, Affiliated Huzhou Hospital, Zhejiang University School of Medicine, No.1558, Sanhuan North Road, Wuxing District, Huzhou, Zhejiang, 313000, People's Republic of China.
- Key Laboratory of Multiomics Research and Clinical Transformation of Digestive Cancer of Huzhou, No.1558, Sanhuan North Road, Wuxing District, Huzhou, Zhejiang, 313000, People's Republic of China.
| | - Shuwen Han
- Department of Oncology, Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, No.1558, Sanhuan North Road, Wuxing District, Huzhou, Zhejiang, 313000, People's Republic of China.
- Key Laboratory of Multiomics Research and Clinical Transformation of Digestive Cancer of Huzhou, No.1558, Sanhuan North Road, Wuxing District, Huzhou, Zhejiang, 313000, People's Republic of China.
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Wang G, Zhu ZM, Wang K. Identification of ROS and KEAP1-related genes and verified targets of α-hederin induce cell death for CRC. Drug Dev Res 2024; 85:e22200. [PMID: 38747107 DOI: 10.1002/ddr.22200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 04/18/2024] [Accepted: 05/06/2024] [Indexed: 06/05/2024]
Abstract
In this study, we analyzed and verified differentially expressed genes (DEGs) in ROS and KEAP1 crosstalk in oncogenic signatures using GEO data sets (GSE4107 and GSE41328). Multiple pathway enrichment analyses were finished based on DEGs. The genetic signature for colorectal adenocarcinoma (COAD) was identified by using the Cox regression analysis. Kaplan-Meier survival and receiver operating characteristic curve analysis were used to explore the prognosis value of specific genes in COAD. The potential immune signatures and drug sensitivity prediction were also analyzed. Promising small-molecule agents were identified and predicted targets of α-hederin in SuperPred were validated by molecular docking. Also, expression levels of genes and Western blot analysis were conducted. In total, 48 genes were identified as DEGs, and the hub genes such as COL1A1, CXCL12, COL1A2, FN1, CAV1, TIMP3, and IGFBP7 were identified. The ROS and KEAP1-associated gene signatures comprised of hub key genes were developed for predicting the prognosis and evaluating the immune cell responses and immune infiltration in COAD. α-hederin, a potential anti-colorectal cancer (CRC) agent, was found to enhance the sensitivity of HCT116 cells, regulate CAV1 and COL1A1, and decrease KEAP1, Nrf2, and HO-1 expression significantly. KEAP1-related genes could be an essential mediator of ROS in CRC, and KEAP1-associated genes were effective in predicting prognosis and evaluating individualized CRC treatment. Therefore, α-hederin may be an effective chemosensitizer for CRC treatments in clinical settings.
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Affiliation(s)
- Gang Wang
- Department of Pharmaceutics, Shanghai Eighth People's Hospital, Jiangsu University, Shanghai, China
| | - Zhi-Min Zhu
- Department of Pharmaceutics, Shanghai Eighth People's Hospital, Jiangsu University, Shanghai, China
| | - Kun Wang
- Department of Medicine, Jiangsu University, Zhenjiang, Jiangsu, China
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Tong G, Zhang G, Hu Y, Xu X, Wang Y. Correlation between mismatch repair statuses and the prognosis of stage I-IV colorectal cancer. Front Oncol 2024; 13:1278398. [PMID: 38348120 PMCID: PMC10859923 DOI: 10.3389/fonc.2023.1278398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 12/27/2023] [Indexed: 02/15/2024] Open
Abstract
Background The role of microsatellite instability (MSI) and prognosis for stage II-III colorectal cancer (CRC) has been described, but the role of MSI in stage I and IV CRC is controversial. Methods A total of 2,540 CRC patients were collected from Huzhou Central Hospital, China, from January 2006 to 2016, and 783 cases were excluded. This retrospective study illustrates the correlation between MMR status and prognosis for 1,757 CRC patients as well as the correlation between MSI and prognosis for CRC patients. Two groups were classified as MSI-H and MSI-L&MSS. If the expression of one or more mismatch repair (MMR) proteins was negative, it was considered as microsatellite instability high expression (MSI-H), whereas positive expression was considered as microsatellite instability low expression and microsatellite stability (MSI-L&MSS), as assessed by correlation analyses. Overall and disease-free survival were analyzed using the Kaplan-Meier method. Univariable and multivariable analyses were conducted using Cox regression. Results Preoperative serum S-CEA, positive lymph, tumor size, pathologic tumor (Pt) status, node (N) stage, differentiation, chemotherapy, and the 8th Edition of the American Joint Committee on Cancer (AJCC-8) were significantly correlated with MSI (P=0.028, 0.037, 0.019, 0.007, 0.002, <0.001, <0.001, and <0.001, respectively), whereas tumor location was not associated with MSI. Univariable and multivariable analyses showed that MSI was an independent factor for CRC. The 5-year overall survival (OS) and 5-year disease-free survival (DFS, P<0.001) rates differed significantly between the two groups in stages II, III, and IV, whereas stage I did not show a significant difference (P>0.05). Conclusion MSI-H was associated with a good prognosis for stages II to IV, whereas stage I did not show any significant correlation. Moreover, MSI expression was an independent prognostic factor.
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Affiliation(s)
- Guojun Tong
- Colorectal Surgery, Huzhou Central Hospital, The Affiliated Huzhou Central Hospital of Huzhou University, Zhejiang, China
- Central Laboratory, Huzhou Central Hospital, The Affiliated Huzhou Central Hopsital of Huzhou University, Zhejiang, China
| | - Guiyang Zhang
- Colorectal Surgery, Huzhou Central Hospital, The Affiliated Huzhou Central Hospital of Huzhou University, Zhejiang, China
| | - Yan Hu
- Department of English, Huzhou Vocational and Technical College, Zhejiang, China
| | - Xuting Xu
- Central Laboratory, Huzhou Central Hospital, The Affiliated Huzhou Central Hopsital of Huzhou University, Zhejiang, China
| | - Yanyan Wang
- Pathology Department, Huzhou Central Hospital, The Affiliated Central Hospital of Huzhou University, Zhejiang, China
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Wang YY, Xin ZC, Wang K. Impact of Molecular Status on Metastasectomy of Colorectal Cancer Liver Metastases. Clin Colon Rectal Surg 2023; 36:423-429. [PMID: 37795466 PMCID: PMC10547543 DOI: 10.1055/s-0043-1767700] [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: 10/06/2023]
Abstract
Although surgical resection could provide better survival for patients with colorectal cancer liver metastases (CRLM), the recurrence rate after resection of CRLM remains high. The progress of genome sequencing technologies has greatly improved the molecular understanding of colorectal cancer. In the era of genomics and targeted therapy, genetic mutation analysis is of great significance to guide systemic treatment and identify patients who can benefit from resection of CRLM. RAS and BRAF mutations and microsatellite instability/deficient deoxyribonucleic acid (DNA) mismatch repair status have been incorporated into current clinical practice. Other promising molecular biomarkers such as coexisting gene mutations and circulating tumor DNA are under active investigation. This study aimed to review the prognostic significance of molecular biomarkers in patients with CRLM undergoing metastasectomy based on the current evidence.
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Affiliation(s)
- Yan-Yan Wang
- Hepatopancreatobiliary Surgery Department I, Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University School of Oncology, Beijing Cancer Hospital and Institute, Beijing, China
| | - Ze-Chang Xin
- Hepatopancreatobiliary Surgery Department I, Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University School of Oncology, Beijing Cancer Hospital and Institute, Beijing, China
| | - Kun Wang
- Hepatopancreatobiliary Surgery Department I, Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University School of Oncology, Beijing Cancer Hospital and Institute, Beijing, China
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Takada K, Hotta K, Kishida Y, Ito S, Imai K, Ono H. Comprehensive Analysis of Early-onset Colorectal Cancer: A Review. J Anus Rectum Colon 2023; 7:241-249. [PMID: 37900694 PMCID: PMC10600264 DOI: 10.23922/jarc.2023-032] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 06/22/2023] [Indexed: 10/31/2023] Open
Abstract
Early-onset colorectal cancer (CRC), which refers to CRC diagnosed in individuals below the age of 50 years, is a growing health concern that presents unique challenges in diagnosis, treatment, and long-term outcomes. Although approximately 70% of early-onset CRC cases are sporadic, with no apparent family history, approximately 25% have a familial component, and up to 20% may be associated with germline mutations, indicating a higher prevalence compared with the general population. Despite the progress in identifying the environmental, molecular, and genetic risk factors of early-onset CRC, the underlying causes for the global increase in its incidence remain unclear. This comprehensive review aims to provide a thorough analysis of early-onset CRC by examining the trends associated with its incidence, clinical and pathological characteristics, risk factors, molecular and genetic profiles, prognosis and screening strategies. By deepening our understanding of early-onset CRC, significant advances related to improving the outcomes and alleviating the burden of this disease on individuals, families, and healthcare systems can be achieved.
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Affiliation(s)
- Kazunori Takada
- Division of Endoscopy, Shizuoka Cancer Center, Shizuoka, Japan
| | - Kinichi Hotta
- Division of Endoscopy, Shizuoka Cancer Center, Shizuoka, Japan
| | | | - Sayo Ito
- Division of Endoscopy, Shizuoka Cancer Center, Shizuoka, Japan
| | - Kenichiro Imai
- Division of Endoscopy, Shizuoka Cancer Center, Shizuoka, Japan
| | - Hiroyuki Ono
- Division of Endoscopy, Shizuoka Cancer Center, Shizuoka, Japan
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Bhamidipati D, Subbiah V. Tumor-agnostic drug development in dMMR/MSI-H solid tumors. Trends Cancer 2023; 9:828-839. [PMID: 37517955 DOI: 10.1016/j.trecan.2023.07.002] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 06/29/2023] [Accepted: 07/10/2023] [Indexed: 08/01/2023]
Abstract
Mismatch repair deficiency (dMMR) or microsatellite instability-high (MSI-H) represents a distinct phenotype among solid tumors characterized by frequent frameshift mutations resulting in the generation of neoantigens that are highly immunogenic. Seminal studies identified that dMMR/MSI-H tumors are exquisitely sensitive to immune checkpoint inhibitors, which has dramatically improved outcomes for patients harboring dMMR/MSI-H tumors. Nevertheless, many patients develop resistance to single-agent immune checkpoint blockade, prompting the need for improved therapeutic options for this patient population. In this review, we highlight key studies examining the efficacy of PD1 inhibitors in the metastatic and neoadjuvant setting for patients with dMMR/MSI-H tumors, describe resistance mechanisms to immune checkpoint blockade, and discuss novel treatment approaches that are currently under investigation for dMMR/MSI-H tumors.
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Affiliation(s)
- Deepak Bhamidipati
- Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Vivek Subbiah
- Sarah Cannon Research Institute, Nashville, TN, USA.
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Wang G, Wang JJ, Zhi-Min Z, Xu XN, Shi F, Fu XL. Targeting critical pathways in ferroptosis and enhancing antitumor therapy of Platinum drugs for colorectal cancer. Sci Prog 2023; 106:368504221147173. [PMID: 36718538 PMCID: PMC10450309 DOI: 10.1177/00368504221147173] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Colorectal cancer (CRC) can be resistant to platinum drugs, possibly through ferroptosis suppression, albeit the need for further work to completely understand this mechanism. This work aimed to sum up current findings pertaining to oxaliplatin resistance (OR) or resistance to ascertain the potential of ferroptosis to regulate oxaliplatin effects. In this review, tumor development relating to iron homeostasis, which includes levels of iron that ascertain cells' sensitivity to ferroptosis, oxidative stress, or lipid peroxidation in colorectal tumor cells that are connected with ferroptosis initiation, especially the role of c-Myc/NRF2 signaling in regulating iron homeostasis, coupled with NRF2/GPX4-mediated ferroptosis are discussed. Importantly, ferroptosis plays a key role in OR and ferroptotic induction may substantially reverse OR in CRC cells, which in turn could inhibit the imbalance of intracellular redox induced by oxaliplatin and ferroptosis, as well as cause chemotherapeutic resistance in CRC. Furthermore, fundamental research of small molecules, ferroptosis inducers, GPX4 inhibitors, or natural products for OR coupled with their clinical applications in CRC have also been summarized. Also, potential molecular targets and mechanisms of small molecules or drugs are discussed as well. Suggestively, OR of CRC cells could significantly be reversed by ferroptosis induction, wherein this result is discussed in the current review. Prospectively, the existing literature discussed in this review will provide a solid foundation for scientists to research the potential use of combined anticancer drugs which can overcome OR via targeting various mechanisms of ferroptosis. Especially, promising therapeutic strategies, challenges ,and opportunities for CRC therapy will be discussed.
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Affiliation(s)
- Gang Wang
- Department of Pharmaceutics, Shanghai Eighth People's Hospital, Jiangsu University, Shanghai, China
| | - Jun-Jie Wang
- Department of Pharmaceutics, Shanghai Eighth People's Hospital, Jiangsu University, Shanghai, China
| | - Zhu Zhi-Min
- Department of Pharmaceutics, Shanghai Eighth People's Hospital, Jiangsu University, Shanghai, China
| | - Xiao-Na Xu
- Department of Medicine, Jiangsu University, Zhenjiang City, Jiangsu Province, China
| | - Feng Shi
- Department of Medicine, Jiangsu University, Zhenjiang City, Jiangsu Province, China
| | - Xing-Li Fu
- Department of Medicine, Jiangsu University, Zhenjiang City, Jiangsu Province, China
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Chen X, He L, Li Q, Liu L, Li S, Zhang Y, Liu Z, Huang Y, Mao Y, Chen X. Non-invasive prediction of microsatellite instability in colorectal cancer by a genetic algorithm-enhanced artificial neural network-based CT radiomics signature. Eur Radiol 2023; 33:11-22. [PMID: 35771245 DOI: 10.1007/s00330-022-08954-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 05/08/2022] [Accepted: 06/08/2022] [Indexed: 11/25/2022]
Abstract
OBJECTIVE The stratification of microsatellite instability (MSI) status assists clinicians in making treatment decisions for colorectal cancer (CRC) patients. This study aimed to establish a CT-based radiomics signature to predict MSI status in patients with CRC. METHODS A total of 837 CRC patients who underwent preoperative enhanced CT and had available MSI status data were recruited from two hospitals. Radiomics features were extracted from segmented tumours, and a series of data balancing and feature selection strategies were used to select MSI-related features. Finally, an MSI-related radiomics signature was constructed using a genetic algorithm-enhanced artificial neural network model. Combined and clinical models were constructed using multivariate logistic regression analyses by integrating the clinical factors with or without the signature. A Kaplan-Meier survival analysis was conducted to explore the prognostic information of the signature in patients with CRC. RESULTS Ten features were selected to construct a signature which showed robust performance in both the internal and external validation cohorts, with areas under the curves (AUC) of 0.788 and 0.775, respectively. The performance of the signature was comparable to that of the combined model (AUCs of 0.777 and 0.767, respectively) and it outperformed the clinical model constituting age and tumour location (AUCs of 0.768 and 0.623, respectively). Survival analysis demonstrated that the signature could stratify patients with stage II CRC according to prognosis (HR: 0.402, p = 0.029). CONCLUSIONS This study built a robust radiomics signature for identifying the MSI status of CRC patients, which may assist individualised treatment decisions. KEY POINTS • Our well-designed modelling strategies helped overcome the problem of data imbalance caused by the low incidence of MSI. • Genetic algorithm-enhanced artificial neural network-based CT radiomics signature can effectively distinguish the MSI status of CRC patients. • Kaplan-Meier survival analysis demonstrated that our signature could significantly stratify stage II CRC patients into high- and low-risk groups.
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Affiliation(s)
- Xiaobo Chen
- Department of Radiology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan Er Road, Guangzhou, 510080, China
- Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, 510515, China
| | - Lan He
- Department of Radiology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan Er Road, Guangzhou, 510080, China
- Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China
| | - Qingshu Li
- Department of Pathology, College of Basic Medicine, Chongqing Medical University, Chongqing, 400016, China
| | - Liu Liu
- Department of Radiology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Suyun Li
- Department of Radiology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan Er Road, Guangzhou, 510080, China
- Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China
- School of Medicine, South China University of Technology, Guangzhou, 510006, China
| | - Yuan Zhang
- Department of Radiology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan Er Road, Guangzhou, 510080, China
- Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, 510515, China
| | - Zaiyi Liu
- Department of Radiology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan Er Road, Guangzhou, 510080, China
- Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China
| | - Yanqi Huang
- Department of Radiology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan Er Road, Guangzhou, 510080, China.
- Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China.
| | - Yun Mao
- Department of Radiology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan Er Road, Guangzhou, 510080, China.
- Department of Radiology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
| | - Xin Chen
- Department of Radiology, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, 1 Panfu Road, Guangzhou, 510180, China.
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Li P, Meng Q, Xue Y, Teng Z, Chen H, Zhang J, Xu Y, Wang S, Yu R, Ou Q, Wu X, Jia B. Comprehensive genomic profiling of colorectal cancer patients reveals differences in mutational landscapes among clinical and pathological subgroups. Front Oncol 2022; 12:1000146. [DOI: 10.3389/fonc.2022.1000146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 10/20/2022] [Indexed: 11/11/2022] Open
Abstract
With the widespread of colonoscopy, colorectal cancer remains to be one of the most detrimental types of cancer. Though there were multiple studies investigating the genomic landscape of colorectal cancer, a comprehensive analysis uncovering the differences between various types of colorectal cancer is still lacking. In our study, we performed genomic analysis on 133 patients with colorectal cancer. Mutated FAT1 and PKHD1 and altered Hippo pathway genes were found to be enriched in early-onset colorectal cancer. APOBEC signature was prevalent in microsatellite stable (MSS) patients and was related to lymph node metastasis. ZNF217 mutations were significantly associated with early-stage colorectal cancer. In all, this study represents a comprehensive genomic analysis uncovering potential molecular mechanisms underneath different subgroups of colorectal cancer thus providing new targets for precision treatment development.
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Survival outcomes associated with Lynch syndrome colorectal cancer and metachronous rate after subtotal/total versus segmental colectomy: Meta-analysis. Surgery 2022; 172:1315-1322. [PMID: 36031446 DOI: 10.1016/j.surg.2022.06.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 06/01/2022] [Accepted: 06/13/2022] [Indexed: 11/20/2022]
Abstract
BACKGROUND Lynch syndrome is associated with the most common form of heritable bowel cancer. There remains limited level 1 evidence on survival outcomes and rate of metachronous tumor associated with Lynch syndrome colorectal cancer. METHODS A systematic literature search of original studies was performed on Ovid searching MEDLINE, Embase, Cochrane Database of Systematic Reviews, American College of Physicians ACP Journal Club, Database of Abstracts of Reviews of Effects DARE, and Clinical Trials databases from inception of database to February 2021. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses reporting guideline was followed. The data were pooled using a random-effects model. All of the P values were 2-tailed, and statistical analysis was performed using RevMan v. 5.3 Cochrane Collaboration. RESULTS From 1,942 studies, 15 studies met the inclusion criteria and were included for qualitative and quantitative synthesis. The five-year overall survival was 89.5% (82.0-94.1%), P < .01; I2 = 89%. The ten-year overall survival was 80.5% (68.7-88.6%), P < .01; I2 = 81%. The fifteen-year overall survival was 70% (33.7%-91.5%), P < .01; I2 = 93%. Univariate meta-regression analysis showed no statistically significant difference in 5-year overall survival by sex, age, MLH1, MSH2, MSH6, nor tumor location (right versus left colon). The metachronous tumor rate was 12% to 33% with a follow-up period of up to 15 years, significantly lower in patients who underwent subtotal/total colectomy (0-6%). CONCLUSION The overall survival of patients with colorectal cancer with Lynch syndrome was approximately 90% at 5 years, 80% at 10 years, and 70% at 15 years. The metachronous tumor rate was approximately 10% to 30% at up to 15 years, significantly improved by subtotal/total colectomy.
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Shubin V, Shelygin Y, Achkasov S, Sushkov O, Nazarov I, Ponomarenko A, Alimova I, Loginova A, Tsukanov A. Microsatellite Instability in Russian Patients with Colorectal Cancer. Int J Mol Sci 2022; 23:7062. [PMID: 35806077 PMCID: PMC9266820 DOI: 10.3390/ijms23137062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 06/20/2022] [Accepted: 06/23/2022] [Indexed: 11/16/2022] Open
Abstract
The aim of this study was to determine the characteristics of Russian patients with microsatellite instability (MSI) tumors. MSI in the tumor was determined in 514 patients with colon cancer using PCR and subsequent fragment analysis for five markers (NR21, NR24, BAT25, BAT26, and NR27). In the presence of microsatellite instability, the mismatch repair (MMR) system genes were examined using the NGS and MLPA methods to establish the diagnosis of Lynch syndrome. The overall frequency of MSI tumors was 15%: at stage I—19% (9/48), at stage II—21% (44/213), at stage III—16% (26/160), and at stage IV—2% (2/93). Patients with MSI tumors differed in the age of diagnosis, tumor localization, time of cancer recurrence, and stage of the disease. The overall and disease-free survival of patients whose tumors had MSI status was higher than that of patients with microsatellite-stable status, p = 0.04 and p = 0.02, respectively. Analysis of overall and disease-free survival of patients with Lynch syndrome and patients with sporadic colon cancer, but with MSI status, did not reveal significant differences, p = 0.52 and p = 0.24, respectively. The age of patients with Lynch syndrome was significantly younger than that of patients with sporadic colon cancer whose tumors had MSI status (p < 0.001).
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Affiliation(s)
- Vitaly Shubin
- Ryzhikh National Medical Research Center of Coloproctology, 123423 Moscow, Russia; (Y.S.); (S.A.); (O.S.); (I.N.); (A.P.); (I.A.); (A.L.)
| | | | | | | | | | | | | | | | - Aleksey Tsukanov
- Ryzhikh National Medical Research Center of Coloproctology, 123423 Moscow, Russia; (Y.S.); (S.A.); (O.S.); (I.N.); (A.P.); (I.A.); (A.L.)
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Yan H, Li Y, Wang X, Qian J, Xu M, Peng J, Huang D. The Alteration of T-Cell Heterogeneity and PD-L1 Colocalization During dMMR Colorectal Cancer Progression Defined by Multiplex Immunohistochemistry. Front Oncol 2022; 12:867658. [PMID: 35669431 PMCID: PMC9163547 DOI: 10.3389/fonc.2022.867658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 04/04/2022] [Indexed: 11/13/2022] Open
Abstract
Background Immune checkpoint inhibitors (ICIs) are quickly becoming key instruments in the treatment of mismatch repair-deficient (dMMR) colorectal cancers (CRCs). Despite their clinical value, ICIs have several limitations associated with their use. Only approximately 15% of all CRCs have a dMMR status, and the overall response rate of ICIs is approximately 40%. The mechanism of ICI resistance is not clear, and its study is limited by the lack of information available on the characterization of the immune microenvironment during the progression from early- to advanced-stage dMMR CRC. Methods We used multiplex immunohistochemistry (mIHC) with two panels, each containing five markers, to simultaneously analyze the proportions of immune microenvironment constituents in 59 patients with advanced-stage dMMR CRC and 24 patients with early-stage dMMR CRC. We detected immune cell–associated signatures in the epithelial and stromal regions and evaluated the predictive value of these immune molecules. Student’s t-tests, Mann–Whitney U tests, Cox proportional hazards regression modeling, univariate Cox modeling, and Kaplan–Meier estimation were used to analyze immune cell proportions and survival data. Results We observed significantly higher proportions of CD8+ cytotoxic T cells (CD8+) (p = 0.001), CD8+ memory T cells (CD8+CD45RO+) (p = 0.032), and CD4+ regulatory T cells (CD4+FOXP3+) (p = 0.011) in the advanced-stage dMMR CRCs than in the early-stage dMMR CRCs. Furthermore, CD3+ T cells with PD-L1 colocalization (CD3+PD-L1+) (p = 0.043) and CD8+ T cells with PD-L1 colocalization (CD8+PD-L1+) (p = 0.005) were consistently more numerous in patients in the advanced stage than those in the early stage. Our analyses revealed that a high proportion of CD3+PD-1+ T cells was an independent prognostic factor of overall survival (OS) [hazard ratios (HR) = 9.6, p < 0.001] and disease-free survival (DFS) (HR = 3.7, p = 0.010) in patients in the advanced stage. Conclusion High numbers of CD8+ cytotoxic T cells and CD8+ memory T cells, which usually represent a cytotoxic function of the adaptive immune system and possibly enhanced inhibition factors, such as CD4+ regulatory T cells and PD-L1 colocalized T cells, were associated with the transformation of the immune microenvironment from the early stage to the advanced stage in dMMR CRCs. Furthermore, CD3+PD-1+ T cells are a prognostic factor for patients with dMMR.
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Affiliation(s)
- Hongkai Yan
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yaqi Li
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Xiaoyu Wang
- Laboratory of Immunology and Virology, Experiment Center for Science and Technology, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Juanjuan Qian
- Department of Medicine, Genecast Biotechnology, Beijing, China
| | - Midie Xu
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
- Institute of Pathology, Fudan University, Shanghai, China
| | - Junjie Peng
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Dan Huang
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
- Institute of Pathology, Fudan University, Shanghai, China
- *Correspondence: Dan Huang,
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Image-based assessment of extracellular mucin-to-tumor area predicts consensus molecular subtypes (CMS) in colorectal cancer. Mod Pathol 2022; 35:240-248. [PMID: 34475526 PMCID: PMC8786661 DOI: 10.1038/s41379-021-00894-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 08/05/2021] [Accepted: 08/05/2021] [Indexed: 12/14/2022]
Abstract
The backbone of all colorectal cancer classifications including the consensus molecular subtypes (CMS) highlights microsatellite instability (MSI) as a key molecular pathway. Although mucinous histology (generally defined as >50% extracellular mucin-to-tumor area) is a "typical" feature of MSI, it is not limited to this subgroup. Here, we investigate the association of CMS classification and mucin-to-tumor area quantified using a deep learning algorithm, and the expression of specific mucins in predicting CMS groups and clinical outcome. A weakly supervised segmentation method was developed to quantify extracellular mucin-to-tumor area in H&E images. Performance was compared to two pathologists' scores, then applied to two cohorts: (1) TCGA (n = 871 slides/412 patients) used for mucin-CMS group correlation and (2) Bern (n = 775 slides/517 patients) for histopathological correlations and next-generation Tissue Microarray construction. TCGA and CPTAC (n = 85 patients) were used to further validate mucin detection and CMS classification by gene and protein expression analysis for MUC2, MUC4, MUC5AC and MUC5B. An excellent inter-observer agreement between pathologists' scores and the algorithm was obtained (ICC = 0.92). In TCGA, mucinous tumors were predominantly CMS1 (25.7%), CMS3 (24.6%) and CMS4 (16.2%). Average mucin in CMS2 was 1.8%, indicating negligible amounts. RNA and protein expression of MUC2, MUC4, MUC5AC and MUC5B were low-to-absent in CMS2. MUC5AC protein expression correlated with aggressive tumor features (e.g., distant metastases (p = 0.0334), BRAF mutation (p < 0.0001), mismatch repair-deficiency (p < 0.0001), and unfavorable 5-year overall survival (44% versus 65% for positive/negative staining). MUC2 expression showed the opposite trend, correlating with less lymphatic (p = 0.0096) and venous vessel invasion (p = 0.0023), no impact on survival.The absence of mucin-expressing tumors in CMS2 provides an important phenotype-genotype correlation. Together with MSI, mucinous histology may help predict CMS classification using only histopathology and should be considered in future image classifiers of molecular subtypes.
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Cabral LKD, Mapua CA, Natividad FF, Sukowati CHC, Cortez ER, Enriquez MLD. MutL homolog 1 methylation and microsatellite instability in sporadic colorectal tumors among Filipinos. World J Gastrointest Oncol 2021; 13:2101-2113. [PMID: 35070045 PMCID: PMC8713326 DOI: 10.4251/wjgo.v13.i12.2101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 06/24/2021] [Accepted: 09/14/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Colorectal cancer (CRC) ranks third in terms of incidence and second in mortality worldwide. In CRC, the silencing of mismatch repair genes, including the mutL homolog 1 (hMLH1) has been linked to microsatellite instability (MSI), the lengthening or shortening of microsatellite repeats. Very limited data have been presented so far on the link of hMLH1 methylation and MSI in Southeast Asia populations with sporadic CRC, and on its clinical significance. AIM To investigate the significance of the MSI status and hMLH1 methylation in CRC Filipino patients. METHODS Fifty-four sporadic CRC patients with complete clinical data were included in this study. Genomic DNA from CRC tumor biopsies and their normal tissue counterparts were profiled for MSI by high resolution melting (HRM) analysis using the Bethesda Panel of Markers (BAT25, BAT26, D2S123, D5S346, and D17S250). hMLH1 methylation screening was performed using bisulfite conversion and methylation specific polymerase chain reaction. Statistical analysis was conducted to calculate their associations to clinicopathological characteristics and survival relevance (Kaplan-Meier curves and the log-rank test). RESULTS hMLH1 methylation was observed in 9% and 35% of CRC and normal samples, respectively. Higher incidence of consistently methylated hMLH1 found in both normal and CRC was noticed for relation to location of tumor (P < 0.05). As for MSI status, D2S123 the most common unstable microsatellite and MSI-high (MSI-H) was the most common MSI profile, counted for 46% and 50% of normal and CRC tissues, respectively. The presence of MSI-low (MSI-L) and microsatellite stable (MSS) was 43% and 11% for normal, and 31% and 19% for CRC samples. The mean month of patients' survival was shorter in patients whose normal and tumor tissues had methylated compared to those with unmethylated hMLH1 and with MSI-H compared to those with MSI-L/MSS (P < 0.05). This was supported by significant difference in Kaplan-Meier with log-rank analysis. This data indicated that hMLH1 methylation and high MSI status have prognostic value. CONCLUSION This study showed the clinical significance of hMLH1 methylation and MSI status in sporadic CRC Filipino patients, especially in the normal part of the tumor.
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Affiliation(s)
- Loraine Kay D Cabral
- Research and Biotechnology Group, St. Luke's Medical Center, Quezon City 1112, Philippines
- Centro Studi Fegato, Fondazione Italiana Fegato ONLUS, Trieste 34149, Italy
| | - Cynthia A Mapua
- Research and Biotechnology Group, St. Luke's Medical Center, Quezon City 1112, Philippines
| | - Filipinas F Natividad
- Research and Biotechnology Group, St. Luke's Medical Center, Quezon City 1112, Philippines
| | | | - Edgardo R Cortez
- Department of Surgery, St. Luke's Medical Center, Quezon City 1112, Philippines
| | - Ma Luisa D Enriquez
- Research and Biotechnology Group, St. Luke's Medical Center, Quezon City 1112, Philippines
- Center for Natural Science and Environmental Research, De La Salle University, Manila 1004, Philippines
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21
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Liu J, Chen T, Yang M, Zhong Z, Ni S, Yang S, Shao F, Cai L, Bai J, Yu H. Development of an Oxidative Phosphorylation-Related and Immune Microenvironment Prognostic Signature in Uterine Corpus Endometrial Carcinoma. Front Cell Dev Biol 2021; 9:753004. [PMID: 34901000 PMCID: PMC8655987 DOI: 10.3389/fcell.2021.753004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Accepted: 10/25/2021] [Indexed: 12/24/2022] Open
Abstract
Background: As the fourth most common malignant tumors in women, uterine corpus endometrial carcinoma (UCEC) requires novel and reliable biomarkers for prognosis prediction to improve the overall survival. Oxidative phosphorylation (OXPHOS) is found to be strongly correlated with the progression of tumor. Here, we aimed to construct an OXPHOS-related and immune microenvironment prognostic signature to stratify UCEC patients for optimization of treatment strategies. Method: Prognosis-associated OXPHOS-related differentially expressed genes were identified by multivariable Cox regression from TCGA–UCEC cohort. Based on the candidate genes, an OXPHOS-related prognostic signature was constructed by the train set data and verified by the entire set. When integrated with relevant clinical characteristics, a nomogram was also created for clinical application. Through comparison of tumor microenvironment between different risk groups, the underlying mechanism of the model and the inner correlation between immune microenvironment and energy metabolism were further investigated. Results: An OXPHOS-related signature containing ATP5IF1, COX6B1, FOXP3, and NDUFB11 was constructed and had better predictive ability compared with other recently published signatures in UCEC. Patients with lower risk score showed higher immune cell infiltration, higher ESTIMATE score (p = 2.808E−18), lower tumor purity (p = 2.808E−18), higher immunophenoscores (IPSs) (p < 0.05), lower expression of mismatch repair (MMR) proteins (p < 0.05), higher microsatellite instability (MSI), lower expression of markers of N6-methyladenosine (m6A) mRNA methylation regulators, higher tumor mutation burden (TMB) (p = 1.278E−9), and more sensitivity to immune checkpoint blockade (ICB) (p < 0.001) and chemotherapy drugs, thus, possessing improved prognosis. Conclusion: An OXPHOS-related and immune microenvironment prognostic signature classifying EC patients into different risk subsets was constructed in our study, which could be used to predict the prognosis of patients and help to select a specific subset of patients who might benefit from immunotherapy and chemotherapy, thus, improving the overall survival rate of UCEC. These findings may contribute to the discovery of novel and robust biomarkers or target therapy in UCEC and give new insights into the molecular mechanism of tumorigenesis and progression of UCEC.
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Affiliation(s)
- Jinhui Liu
- Department of Gynecology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Tian Chen
- Department of Gynecology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Min Yang
- Department of Biostatistics, School of Public Heath, Nanjing Medical University, Nanjing, China
| | - Zihang Zhong
- Department of Biostatistics, School of Public Heath, Nanjing Medical University, Nanjing, China
| | - Senmiao Ni
- Department of Biostatistics, School of Public Heath, Nanjing Medical University, Nanjing, China
| | - Sheng Yang
- Department of Biostatistics, School of Public Heath, Nanjing Medical University, Nanjing, China
| | - Fang Shao
- Department of Biostatistics, School of Public Heath, Nanjing Medical University, Nanjing, China
| | - Lixin Cai
- Department of Biostatistics, School of Public Heath, Nanjing Medical University, Nanjing, China
| | - Jianling Bai
- Department of Biostatistics, School of Public Heath, Nanjing Medical University, Nanjing, China
| | - Hao Yu
- Department of Biostatistics, School of Public Heath, Nanjing Medical University, Nanjing, China
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22
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Chen K, Collins G, Wang H, Toh JWT. Pathological Features and Prognostication in Colorectal Cancer. Curr Oncol 2021; 28:5356-5383. [PMID: 34940086 PMCID: PMC8700531 DOI: 10.3390/curroncol28060447] [Citation(s) in RCA: 93] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Revised: 12/01/2021] [Accepted: 12/07/2021] [Indexed: 02/06/2023] Open
Abstract
The prognostication of colorectal cancer (CRC) has traditionally relied on staging as defined by the Union for International Cancer Control (UICC) and American Joint Committee on Cancer (AJCC) TNM staging classifications. However, clinically, there appears to be differences in survival patterns independent of stage, suggesting a complex interaction of stage, pathological features, and biomarkers playing a role in guiding prognosis, risk stratification, and guiding neoadjuvant and adjuvant therapies. Histological features such as tumour budding, perineural invasion, apical lymph node involvement, lymph node yield, lymph node ratio, and molecular features such as MSI, KRAS, BRAF, and CDX2 may assist in prognostication and optimising adjuvant treatment. This study provides a comprehensive review of the pathological features and biomarkers that are important in the prognostication and treatment of CRC. We review the importance of pathological features and biomarkers that may be important in colorectal cancer based on the current evidence in the literature.
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Affiliation(s)
- Kabytto Chen
- Discipline of Surgery, Faculty of Medicine and Health, The University of Sydney, Westmead 2145, Australia; (G.C.); (H.W.)
- Division of Colorectal Surgery, Department of Surgery, Westmead Hospital, Westmead 2145, Australia
| | - Geoffrey Collins
- Discipline of Surgery, Faculty of Medicine and Health, The University of Sydney, Westmead 2145, Australia; (G.C.); (H.W.)
- Division of Colorectal Surgery, Department of Surgery, Westmead Hospital, Westmead 2145, Australia
| | - Henry Wang
- Discipline of Surgery, Faculty of Medicine and Health, The University of Sydney, Westmead 2145, Australia; (G.C.); (H.W.)
- Division of Colorectal Surgery, Department of Surgery, Westmead Hospital, Westmead 2145, Australia
| | - James Wei Tatt Toh
- Discipline of Surgery, Faculty of Medicine and Health, The University of Sydney, Westmead 2145, Australia; (G.C.); (H.W.)
- Division of Colorectal Surgery, Department of Surgery, Westmead Hospital, Westmead 2145, Australia
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23
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Toh JWT, Singh P, Tangirala VAASK, Limmer A, Spring KJ. A Simple, Accurate and Cost-Effective Capillary Electrophoresis Test with Computational Methods to Aid in Universal Microsatellite Instability Testing. Cells 2021; 10:cells10061401. [PMID: 34198876 PMCID: PMC8227602 DOI: 10.3390/cells10061401] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 05/29/2021] [Accepted: 05/30/2021] [Indexed: 02/07/2023] Open
Abstract
Background: Microsatellite instability (MSI) testing is important for the classification of Lynch syndrome, as a prognostic marker and as a guide for adjuvant chemotherapy in colorectal cancer (CRC). The gold standard for determining MSI status has traditionally been fluorescent multiplex polymerase chain reaction (PCR) and capillary gel electrophoresis (CGE). However, its use in the clinical setting has diminished and has been replaced by immunohistochemical (IHC) detection of loss of mismatch repair protein expression due to practicability and cost. The aim of this study was to develop a simple, cost-effective and accurate MSI assay based on CGE. Method: After amplification of microsatellites by polymerase chain reaction (PCR) using the National Cancer Institute (NCI) panel (BAT 25, BAT26, D5S346, D2S123, D17S250) of MSI markers, parallel CGE was utilized to classify colorectal cancers as MSI-H, MSI-L and MSS using the 5200 Fragment Analyzer System. Cell lines and patient cancer specimens were tested. DNA from 56 formalin-fixed paraffin-embedded cancer specimens and matched normal tissue were extracted and CGE was performed. An automated computational algorithm for MSI status determination was also developed. Results: Using the fragment analyser, MSI status was found to be 100% concordant with the known MSI status of cell lines and was 86% and 87% concordant with immunohistochemistry (IHC) from patient cancer specimens using traditional assessment and our MSI scoring system, respectively, for MSI determination. The misclassification rate was mainly attributed to IHC, with only one (1.8%) sampling error attributed to CGE testing. CGE was also able to distinguish MSI-L from MSI-H and MSS, which is not possible with IHC. An MSI score based on total allelic variability that can accurately determine MSI status was also successfully developed. A significant reduction in cost compared with traditional fluorescent multiplex PCR and CGE was achieved with this technique. Conclusions: A simple, cost-effective and reliable method of determining MSI status and an MSI scoring system based on an automatic computational algorithm to determine MSI status, as well as degree of allelic instability in colorectal cancer, has been developed using the 5200 Fragment Analyzer System.
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Affiliation(s)
- James Wei Tatt Toh
- Department of Colorectal Surgery, Westmead Hospital, Westmead, NSW 2145, Australia;
- Westmead Clinical School, The University of Sydney, Westmead, NSW 2145, Australia
- Ingham Institute for Applied Medical Research, Liverpool, NSW 2145, Australia; (P.S.); (V.A.A.S.K.T.)
- South Western Clinical School, University of New South Wales, Liverpool, NSW 2145, Australia
- Correspondence: (J.W.T.T.); (K.J.S.)
| | - Puneet Singh
- Ingham Institute for Applied Medical Research, Liverpool, NSW 2145, Australia; (P.S.); (V.A.A.S.K.T.)
| | | | - Alex Limmer
- Department of Colorectal Surgery, Westmead Hospital, Westmead, NSW 2145, Australia;
| | - Kevin J. Spring
- Ingham Institute for Applied Medical Research, Liverpool, NSW 2145, Australia; (P.S.); (V.A.A.S.K.T.)
- South Western Clinical School, University of New South Wales, Liverpool, NSW 2145, Australia
- Liverpool Clinical School, University of Western Sydney, Liverpool, NSW 2145, Australia
- Correspondence: (J.W.T.T.); (K.J.S.)
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