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Bartolomucci A, Nobrega M, Ferrier T, Dickinson K, Kaorey N, Nadeau A, Castillo A, Burnier JV. Circulating tumor DNA to monitor treatment response in solid tumors and advance precision oncology. NPJ Precis Oncol 2025; 9:84. [PMID: 40122951 PMCID: PMC11930993 DOI: 10.1038/s41698-025-00876-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2024] [Accepted: 03/11/2025] [Indexed: 03/25/2025] Open
Abstract
Circulating tumor DNA (ctDNA) has emerged as a dynamic biomarker in cancer, as evidenced by its increasing integration into clinical practice. Carrying tumor specific characteristics, ctDNA can be used to inform treatment selection, monitor response, and identify drug resistance. In this review, we provide a comprehensive, up-to-date summary of ctDNA in monitoring treatment response with a focus on lung, colorectal, and breast cancers, and discuss current challenges and future directions.
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Affiliation(s)
- Alexandra Bartolomucci
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Department of Pathology, McGill University, Montreal, QC, Canada
| | - Monyse Nobrega
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Department of Pathology, McGill University, Montreal, QC, Canada
| | - Tadhg Ferrier
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Department of Pathology, McGill University, Montreal, QC, Canada
| | - Kyle Dickinson
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
| | - Nivedita Kaorey
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Department of Pathology, McGill University, Montreal, QC, Canada
| | - Amélie Nadeau
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Department of Pathology, McGill University, Montreal, QC, Canada
| | - Alberto Castillo
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Department of Pathology, McGill University, Montreal, QC, Canada
| | - Julia V Burnier
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montreal, QC, Canada.
- Department of Pathology, McGill University, Montreal, QC, Canada.
- Gerald Bronfman Department of Oncology, McGill University, Montreal, QC, Canada.
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Erdogan B, Usturalı Keskin FE, Özcan E, Küçükarda A, Güren AK, Köstek O, Hacioglu BM, Kodaz H. Assessment of new pathological markers in early stage colon cancer: Insights and limitations. World J Gastrointest Oncol 2025; 17:101325. [PMID: 40092924 PMCID: PMC11866233 DOI: 10.4251/wjgo.v17.i3.101325] [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: 09/10/2024] [Revised: 11/09/2024] [Accepted: 12/12/2024] [Indexed: 02/14/2025] Open
Abstract
BACKGROUND The decision to administer adjuvant chemotherapy to patients with local stage depends on specific high-risk features that are T4 tumor stage, presence of perineural invasion, lymphovascular invasion, poorly differentiated tumor histology, inadequate lymph node sampling (fewer than 12 lymph nodes), and evidence of tumor perforation or obstruction. Tumor-stroma ratio, tumor infiltrating lymphocytes (TIL), Crohn-like reaction (CLR), desmoid reaction, poorly differentiated clusters (PDC) are new pathological markers that are being studied. AIM To examine the relationship between new pathological markers and defined high risk factors, in early stage colorectal cancer. METHODS We evaluated 155 patients with the diagnosis stage I and II colorectal cancer between the years 2007 and 2021 who were treated at Trakya University Hospital, Department of Medical Oncology. We divided those with and without high-risk factors into two groups. We examined the relationship of new pathological markers with these groups and with pathological markers in risk factors. RESULTS There was no statistically significant correlation between presence of TIL, presence of PDC, presence of tumor budding, presence of CLR, presence of desmoid reaction and low and high-risk groups according to the degree of those with PDC (P = 0.82, P = 0.51, P = 0.77, P = 0.37, P = 0.83, respectively). In addition, no statistically significant correlation was found between the tumor-stroma ratio and low and high risk groups (P = 0.80). We found a statistically significant correlation between the presence of PDC and the presence of PDC grade 3 and T stage (P = 0.001, P = 0.001, respectively). It was determined that the presence of PDC and the frequency of grade 3 PDC increased with the advanced T stage. CONCLUSION No relationship was found between the presence of new pathological markers and high-low risk groups. When we examined the relationship between new and old pathological markers, only the frequency of detection of PDC and PDC grade 3 was found to be correlated with advanced T stage.
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Affiliation(s)
- Bulent Erdogan
- Department of Medical Oncology, Division of Medical Oncology, Department of Internal Medicine, Trakya University School of Medicine, Edirne 22000, Türkiye
| | | | - Erkan Özcan
- Division of Medical Oncology, Trakya University School of Medicine, Edirne 22000, Türkiye
| | - Ahmet Küçükarda
- Division of Medical Oncology, Department of Internal Medicine, Trakya University School of Medicine, Edirne 22000, Türkiye
| | - Ali Kaan Güren
- Division of Medical Oncology, Department of Internal Medicine, Marmara University School of Medicine, Marmara University, Istanbul 34000, Türkiye
| | - Osman Köstek
- Division of Medical Oncology, Department of Internal Medicine, Marmara University School of Medicine, Istanbul 34000, Türkiye
| | - Bekir Muhammet Hacioglu
- Division of Medical Oncology, Department of Internal Medicine, Trakya University School of Medicine, Edirne 22000, Türkiye
| | - Hilmi Kodaz
- Department of Medical Oncology, Acibadem Eskisehir Hospital, Eskisehir 26130, Türkiye
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Alnakli AAA, Mohamedali A, Heng B, Chan C, Shin JS, Solomon M, Chapuis P, Guillemin GJ, Baker MS, Ahn SB. Protein prognostic biomarkers in stage II colorectal cancer: implications for post-operative management. BJC REPORTS 2024; 2:13. [PMID: 39516345 PMCID: PMC11523985 DOI: 10.1038/s44276-024-00043-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2023] [Revised: 01/13/2024] [Accepted: 01/20/2024] [Indexed: 11/16/2024]
Abstract
Colorectal cancer (CRC) poses a significant threat to many human lives worldwide and survival following resection is predominantly stage dependent. For early-stage cancer, patients are not routinely advised to undergo additional post-operative adjuvant chemotherapy. Acceptable clinical management guidelines are well established for patients in pTNM stages I, III and IV. However, recommendations for managing CRC stage II patients remain controversial and many studies have been conducted to segregate stage II patients into low- and high-risk of recurrence using genomic, transcriptomic and proteomic molecular markers. As proteins provide valuable insights into cellular functions and disease state and have a relatively easy translation to the clinic, this review aims to discuss potential prognostic protein biomarkers proposed for predicting tumour relapse in early-stage II CRC. It is suggested that a panel of markers may be more effective than a single marker and further evaluation is required to translate these into clinical practice.
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Affiliation(s)
- Aziz A A Alnakli
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW, Australia
| | - Abidali Mohamedali
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW, Australia
- School of Natural Sciences, Faculty of Science and Engineering, Macquarie University, North Ryde, Sydney, NSW, Australia
| | - Benjamin Heng
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW, Australia
| | - Charles Chan
- Department of Anatomical Pathology, NSW Health Pathology, Concord Hospital, Sydney, NSW, Australia
- Concord Institute of Academic Surgery, Concord Clinical School, Faculty of Medicine and Health, Concord Hospital, University of Sydney, Sydney, NSW, Australia
| | - Joo-Shik Shin
- Department of Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital, Camperdown, Sydney, NSW, Australia
| | - Michael Solomon
- Department of Colorectal Surgery RPAH & Institute of Academic Surgery at Sydney Medical School, University of Sydney, Sydney, Australia
| | - Pierre Chapuis
- Concord Institute of Academic Surgery, Concord Clinical School, Faculty of Medicine and Health, Concord Hospital, University of Sydney, Sydney, NSW, Australia
| | | | - Mark S Baker
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW, Australia
| | - Seong Beom Ahn
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW, Australia.
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4
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Zhu H, Hu M, Ma Y, Yao X, Lin X, Li M, Li Y, Wu Z, Shi D, Tong T, Chen H. Multi-center evaluation of machine learning-based radiomic model in predicting disease free survival and adjuvant chemotherapy benefit in stage II colorectal cancer patients. Cancer Imaging 2023; 23:74. [PMID: 37537659 PMCID: PMC10401876 DOI: 10.1186/s40644-023-00588-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 07/02/2023] [Indexed: 08/05/2023] Open
Abstract
BACKGROUND Our study aimed to explore the potential of radiomics features derived from CT images in predicting the prognosis and response to adjuvant chemotherapy (ACT) in patients with Stage II colorectal cancer (CRC). METHODS A total of 478 patients with confirmed stage II CRC, with 313 from Shanghai (Training set) and 165 from Beijing (Validation set) were enrolled. Optimized features were selected using GridSearchCV and Iterative Feature Elimination (IFE) algorithm. Subsequently, we developed an ensemble random forest classifier to predict the probability of disease relapse.We evaluated the performance of the model using the concordance index (C-index), precision-recall curves, and area under the precision-recall curves (AUCPR). RESULTS A radiomic model (namely the RF5 model) consisting of four radiomics features and T stage were developed. The RF5 model performed better than simple radiomics features or T stage alone, with higher C-index and AUCPR, as well as better sensitivity and specificity (C-indexRF5: 0.836; AUCPR = 0.711; Sensitivity = 0.610; Specificity = 0.935). We identified an optimal cutoff value of 0.1215 to split patients into high- or low-score subgroups, with those in the low-score group having better disease-free survival (DFS) (Training Set: P = 1.4e-11; Validation Set: P = 0.015). Furthermore, patients in the high-score group who received ACT had better DFS compared to those who did not receive ACT (P = 0.04). However, no statistical difference was found in low-score patients (P = 0.17). CONCLUSION The radiomic model can serve as a reliable tool for assessing prognosis and identifying the optimal candidates for ACT in Stage II CRC patients. TRIAL REGISTRATION Retrospectively registered.
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Affiliation(s)
- Hui Zhu
- Department of Diagnostic Radiology, Department of Oncology, Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, 270 DongAn Road, Shanghai, 200032, China
| | - Muni Hu
- State Key Laboratory for Oncogenes and Related Genes, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Division of Gastroenterology and Hepatology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai Cancer Institute, Shanghai Institute of Digestive Disease, Shanghai, China
| | - Yanru Ma
- State Key Laboratory for Oncogenes and Related Genes, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Division of Gastroenterology and Hepatology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai Cancer Institute, Shanghai Institute of Digestive Disease, Shanghai, China
| | - Xun Yao
- Department of Radiology, Peking University People's Hospital, 11 Xizhimen South St, Beijing, 100044, China
| | - Xiaozhu Lin
- Department of Radiology, Rui Jin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197, Rui Jin Er Rd, Shanghai, 200025, China
| | - Menglei Li
- Department of Diagnostic Radiology, Department of Oncology, Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, 270 DongAn Road, Shanghai, 200032, China
| | - Yue Li
- Department of Diagnostic Radiology, Department of Oncology, Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, 270 DongAn Road, Shanghai, 200032, China
| | - Zhiyuan Wu
- Department of Radiology, Rui Jin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197, Rui Jin Er Rd, Shanghai, 200025, China.
| | - Debing Shi
- Department of Colorectal Surgery, Department of Oncology, Fudan University Shanghai Cancer Center; Shanghai Medical College, Fudan University, 270 DongAn Road, Shanghai, 200032, China.
| | - Tong Tong
- Department of Diagnostic Radiology, Department of Oncology, Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, 270 DongAn Road, Shanghai, 200032, China.
| | - Haoyan Chen
- State Key Laboratory for Oncogenes and Related Genes, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Division of Gastroenterology and Hepatology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai Cancer Institute, Shanghai Institute of Digestive Disease, Shanghai, China.
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5
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Ottaiano A, Facchini S, Santorsola M, Nasti G, Facchini G, Montella L, Maurea N, Cascella M, Iervolino D, Facchini BA, Montopoli M, Consolo P, Quagliariello V, Rinaldi L, Berretta M. Circulating Vitamin D Level and Its Impact on Mortality and Recurrence in Stage III Colorectal Cancer Patients: A Systematic Review and Meta-Analysis. Cancers (Basel) 2023; 15:cancers15113012. [PMID: 37296974 DOI: 10.3390/cancers15113012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 05/30/2023] [Accepted: 05/30/2023] [Indexed: 06/12/2023] Open
Abstract
BACKGROUND Vitamin D (VD) has been implicated in several diseases, including colorectal cancer (CRC). This study aimed to determine whether there is an association between VD levels and time-to-outcome in stage III CRC patients through a systematic review and meta-analysis. METHODS The study adhered to the PRISMA 2020 statement. Articles were searched in PubMed/MEDLINE and Scopus/ELSEVIER. Four articles were selected, with the primary objective of providing a pooled estimate of the risk of death specifically in stage III CRC patients based on pre-operative VD levels. Study heterogeneity and publication bias were analyzed using Tau2 statistics and funnel plots. RESULTS The selected studies showed significant heterogeneity regarding time-to-outcome, technical assessments, and serum VD concentration measures. The pooled analysis of 2628 and 2024 patients revealed a 38% and 13% increase in the risk of death (HR: 1.38, 95% CI: 0.71-2.71) and recurrence (HR: 1.13; 95% CI: 0.84-1.53), respectively, for random-effects models among patients with lower levels of VD. CONCLUSIONS Our findings suggest that a low concentration of VD has a significant negative impact on time-to-outcome in stage III CRC.
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Affiliation(s)
- Alessandro Ottaiano
- Istituto Nazionale Tumori di Napoli, IRCCS "G. Pascale", 80131 Naples, Italy
| | - Sergio Facchini
- Division of Medical Oncology, Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80138 Naples, Italy
| | | | - Guglielmo Nasti
- Istituto Nazionale Tumori di Napoli, IRCCS "G. Pascale", 80131 Naples, Italy
| | - Gaetano Facchini
- Oncology Complex Unit, "S. Maria delle Grazie" Hospital, ASL NA2 NORD, 80078 Pozzuoli, Italy
| | - Liliana Montella
- Oncology Complex Unit, "S. Maria delle Grazie" Hospital, ASL NA2 NORD, 80078 Pozzuoli, Italy
| | - Nicola Maurea
- Division of Cardiology, IRCCS "G. Pascale", 80131 Naples, Italy
| | - Marco Cascella
- Istituto Nazionale Tumori di Napoli, IRCCS "G. Pascale", 80131 Naples, Italy
| | - Domenico Iervolino
- Istituto Nazionale Tumori di Napoli, IRCCS "G. Pascale", 80131 Naples, Italy
| | - Bianca Arianna Facchini
- Division of Medical Oncology, Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80138 Naples, Italy
| | - Monica Montopoli
- Department of Pharmaceutical and Pharmacological Sciences, University of Padova, 35122 Padova, Italy
| | - Pierluigi Consolo
- Unit of Digestive Endoscopy, University of Messina, Hospital "G. Martino", 98121 Messina, Italy
| | | | - Luca Rinaldi
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", 80138 Naples, Italy
| | - Massimiliano Berretta
- Department of Clinical and Experimental Medicine, University of Messina, 98122 Messina, Italy
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Li M, Zhu C, Xue Y, Miao C, He R, Li W, Zhang B, Yu W, Huang X, Lv M, Xu Y, Huang Q. A DNA methylation signature for the prediction of tumour recurrence in stage II colorectal cancer. Br J Cancer 2023; 128:1681-1689. [PMID: 36828869 PMCID: PMC10133253 DOI: 10.1038/s41416-023-02155-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 01/05/2023] [Accepted: 01/11/2023] [Indexed: 02/26/2023] Open
Abstract
BACKGROUND A major challenge in stage II colorectal carcinoma is to identify patients with increased risk of recurrence. Biomarkers that distinguish patients with poor prognosis from patients without recurrence are currently lacking. This study aims to develop a robust DNA methylation classifier that allows the prediction of recurrence and chemotherapy benefit in patients with stage II colorectal cancer. We performed a genome-wide DNA methylation capture sequencing in 243 stage II colorectal carcinoma samples and identified a relapse-specific DNA methylation signature consisting of eight CpG sites. METHODS Two hundred and forty-three patients with stage II CRC were enrolled in this study. In order to select differential methylation sites among recurrence and non-recurrence stage II CRC samples, DNA methylation profiles of 62 tumour samples including 31 recurrence and 31 nonrecurrence samples were analysed using the Agilent SureSelectXT Human Methyl-Seq, a comprehensive target enrichment system to analyse CpG methylation. Pyrosequencing was applied to quantify the methylation level of candidate DNA methylation sites in 243 patients. Least absolute shrinkage and selection operator (LASSO) method was employed to build the disease recurrence prediction classifier. RESULTS We identified a relapse-related DNA methylation signature consisting of eight CpG sites in stage II CRC by DNA methylation capture sequencing. The classifier showed significantly higher prognostic accuracy than any clinicopathological risk factors. The Kaplan-Meier survival curve showed an association of high-risk score with poor prognosis. In multivariate analysis, the signature was the most significant prognosis factor, with an HR of 2.80 (95% CI, 1.71-4.58, P < 0.001). The signature could identify patients who are suitable candidates for adjuvant chemotherapy. CONCLUSIONS An eight-CpG DNA methylation signature is a reliable prognostic and predictive tool for disease recurrence in patients with stage II CRC.
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Affiliation(s)
- Min Li
- Cancer Center, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China
- Institute of Clinical Sciences, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China
| | - Congcong Zhu
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, 270 Dong'An Road, 200032, Shanghai, P. R. China
- Department of Oncology, Shanghai Medical College, Fudan University, 270 Dong'An Road, 200032, Shanghai, P. R. China
| | - Ying Xue
- Cancer Center, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China
- Institute of Clinical Sciences, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China
| | - Changhong Miao
- Cancer Center, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China
- Department of Anesthesiology, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China
| | - Ruiping He
- Cancer Center, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China
- Institute of Clinical Sciences, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China
| | - Wei Li
- Laboratory of RNA Epigenetics, Institute of Biomedical Sciences, Fudan University, 130 Dong'An Road, 200032, Shanghai, P. R. China
| | - Baolong Zhang
- Laboratory of RNA Epigenetics, Institute of Biomedical Sciences, Fudan University, 130 Dong'An Road, 200032, Shanghai, P. R. China
| | - Wenqiang Yu
- Laboratory of RNA Epigenetics, Institute of Biomedical Sciences, Fudan University, 130 Dong'An Road, 200032, Shanghai, P. R. China
| | - Xingxu Huang
- School of Life Science and Technology, ShanghaiTech University, 201210, Shanghai, P. R. China
| | - Minzhi Lv
- Institute of Clinical Sciences, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China.
- Department of Biostatistics, Clinical Research Unit, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China.
| | - Ye Xu
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, 270 Dong'An Road, 200032, Shanghai, P. R. China.
- Department of Oncology, Shanghai Medical College, Fudan University, 270 Dong'An Road, 200032, Shanghai, P. R. China.
| | - Qihong Huang
- Cancer Center, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China.
- Institute of Clinical Sciences, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China.
- Shanghai Respiratory Research Institute, 180 Fenglin Road, 200032, Shanghai, P. R. China.
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Osseis M, Nehmeh WA, Rassy N, Derienne J, Noun R, Salloum C, Rassy E, Boussios S, Azoulay D. Surgery for T4 Colorectal Cancer in Older Patients: Determinants of Outcomes. J Pers Med 2022; 12:jpm12091534. [PMID: 36143319 PMCID: PMC9504737 DOI: 10.3390/jpm12091534] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 09/16/2022] [Accepted: 09/18/2022] [Indexed: 11/16/2022] Open
Abstract
Background: This study aimed to compare the outcomes of older and younger patients with T4 colorectal cancer (CRC) treated with surgery. Methods: Consecutive patients with T4 CRC treated surgically at Henri Mondor Hospital between 2008 and 2016 were retrospectively analyzed in age subgroups (1) 50−69 years and (2) ≥70 years for overall and relative survival. The multivariable analyses were adjusted for adjusted for age, margin status, lymph node involvement, CEA level, postoperative complications (POC), synchronous metastases, and type of surgery. Results: Of 106 patients with T4 CRC, 57 patients (53.8%) were 70 years or older. The baseline characteristics were generally balanced between the two age groups. Older patients underwent adjuvant therapy less commonly (42.9 vs. 57.1%; p = 0.006) and had a longer delay between surgery and chemotherapy (median 40 vs. 34 days; p < 0.001). A higher trend for POC was reported among the older patients but did not impact the survival outcomes. After adjusting for confounding factors, the overall survival was shorter among the older patients (HR = 3.322, 95% CI 1.49−7.39), but relative survival was not statistically correlated to the age group (HR = 0.873, 95% CI 0.383−1.992). Conclusions: Older patients with CRC were more prone to severe POC, but age did not impact the relative survival of patients with T4 colorectal cancer. Older patients should not be denied surgery based on age alone.
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Affiliation(s)
- Michael Osseis
- Department of General Surgery Hôtel-Dieu de France Hospital, Saint-Joseph University, Beirut 1107 2180, Lebanon
- Correspondence:
| | - William A Nehmeh
- Department of General Surgery Hôtel-Dieu de France Hospital, Saint-Joseph University, Beirut 1107 2180, Lebanon
| | - Nathalie Rassy
- Department of General Surgery Hôtel-Dieu de France Hospital, Saint-Joseph University, Beirut 1107 2180, Lebanon
| | - Joseph Derienne
- Department of General Surgery Hôtel-Dieu de France Hospital, Saint-Joseph University, Beirut 1107 2180, Lebanon
| | - Roger Noun
- Department of General Surgery Hôtel-Dieu de France Hospital, Saint-Joseph University, Beirut 1107 2180, Lebanon
| | - Chady Salloum
- Department of Hepatobiliary and Liver Transplantation Surgery, Paul Brousse Hospital, Assistance Publique-Hôpitaux de Paris, 75610 Villejuif, France
| | - Elie Rassy
- Department of Medical Oncology, Gustave Roussy, 114 Rue Edouard Vaillant, 94800 Villejuif, France
| | - Stergios Boussios
- Department of Medical Oncology, Medway NHS Foundation Trust, Windmill Road, Gillingham ME7 5NY, UK
- Faculty of Life Sciences & Medicine, School of Cancer & Pharmaceutical Sciences, King’s College London, London SE1 9RT, UK
- AELIA Organization, 9th Km Thessaloniki-Thermi, 57001 Thessaloniki, Greece
| | - Daniel Azoulay
- Department of Hepatobiliary and Liver Transplantation Surgery, Paul Brousse Hospital, Assistance Publique-Hôpitaux de Paris, 75610 Villejuif, France
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8
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Makutani Y, Kawakami H, Tsujikawa T, Yoshimura K, Chiba Y, Ito A, Kawamura J, Haratani K, Nakagawa K. Contribution of MMP14-expressing cancer-associated fibroblasts in the tumor immune microenvironment to progression of colorectal cancer. Front Oncol 2022; 12:956270. [PMID: 36052235 PMCID: PMC9424903 DOI: 10.3389/fonc.2022.956270] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Accepted: 07/28/2022] [Indexed: 11/13/2022] Open
Abstract
Matrix metalloproteinase 14 (MMP14) expression is implicated in progression of colorectal cancer, but its role in the tumor microenvironment (TME) has been unclear. The relevance of MMP14 to colorectal cancer progression was explored by analysis of transcriptomic data for colorectal adenocarcinoma patients (n = 592) in The Cancer Genome Atlas. The role of MMP14 in the TME was investigated in a retrospective analysis of tumor samples from 86 individuals with stage III colorectal cancer by single cell–based spatial profiling of MMP14 expression as performed by 12-color multiplex immunohistochemistry (mIHC). Analysis of gene expression data revealed that high MMP14 expression was associated with tumor progression and implicated both cancer-associated fibroblasts (CAFs) and tumor-associated macrophages in such progression. Spatial profiling by mIHC revealed that a higher percentage of MMP14+ cells among intratumoral CAFs (MMP14+ CAF/CAF ratio) was associated with poorer relapse-free survival. Multivariable analysis including key clinical factors identified the MMP14+ CAF/CAF ratio as an independent poor prognostic factor. Moreover, the patient subset with both a high MMP14+ CAF/CAF ratio and a low tumor-infiltrating lymphocyte density showed the worst prognosis. Our results suggest that MMP14+ CAFs play an important role in progression of stage III colorectal cancer and may therefore be a promising therapeutic target.
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Affiliation(s)
- Yusuke Makutani
- Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Hisato Kawakami
- Department of Medical Oncology, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
- *Correspondence: Hisato Kawakami, ; Koji Haratani,
| | - Takahiro Tsujikawa
- Department of Otolaryngology–Head and Neck Surgery, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Kanako Yoshimura
- Department of Otolaryngology–Head and Neck Surgery, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Yasutaka Chiba
- Clinical Research Center, Kindai University Hospital, Osaka-Sayama, Japan
| | - Akihiko Ito
- Department of Pathology, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Junichiro Kawamura
- Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Koji Haratani
- Department of Medical Oncology, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
- *Correspondence: Hisato Kawakami, ; Koji Haratani,
| | - Kazuhiko Nakagawa
- Department of Medical Oncology, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
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Chen L, Zhou W, Ye Z, Zhong X, Zhou J, Chen S, Liu W, Sun Y, Ren L, Tan X, Cui J, Zeng Z, He W, Ke Z. Predictive Value of Circulating Tumor Cells Based on Subtraction Enrichment for Recurrence Risk in Stage II Colorectal Cancer. ACS APPLIED MATERIALS & INTERFACES 2022; 14:35389-35399. [PMID: 35904812 DOI: 10.1021/acsami.2c08560] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Current guidelines recommend adjuvant chemotherapy (ACT) for stage II colorectal cancer (CRC) patients by using clinical high risk factors, with which circulating tumor cells (CTCs) were not considered. Here, an assessment to detect CTCs based on subtraction enrichment mediated by magnetic beads conjugated with CD45, immunofluorescence staining of CK, and fluorescence in situ hybridization of CEP8 is established. Both CEP8- and CK-positive CTCs have the potential to improve the risk stratification of stage II CRC patients. Patients with preoperative CTCs of ≥4 had a significantly higher recurrence risk than those with preoperative CTCs of <4 in two external validation cohorts (P < 0.0001). In the subgroup with clinical high risk, when preoperative CTCs were <4, patients did not benefit from ACT (P = 0.5764); however, when preoperative CTCs were ≥4, patients received benefit from ACT (P = 0.0064). Additionally, regardless of clinical risk status and preoperative CTC levels, if postoperative CTC levels were ≥4 for more than three consecutive time points (monitoring time interval, 2-6 months), the recurrence rate was 100%. Our findings suggested that the subtraction enrichment of CTCs could provide a reliable method to stratify the recurrence risk and make therapeutic decisions after surgery in stage II CRC patients.
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Affiliation(s)
- Lili Chen
- Molecular Diagnosis and Gene Testing Center, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
- Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
| | - Wenpeng Zhou
- Molecular Diagnosis and Gene Testing Center, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
- Department of Gastroenterology and Hepatology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
| | - Ziyin Ye
- Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
| | - Xiaoming Zhong
- School of Medicine, Sun Yat-sen University, Guangzhou 510080, P. R. China
| | - Jianwen Zhou
- Molecular Diagnosis and Gene Testing Center, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
| | - Shaohong Chen
- Department of Pathology, Guangzhou First People's Hospital, Guangzhou 510180, P. R. China
| | - Wei Liu
- School of Medicine, Sun Yat-sen University, Guangzhou 510080, P. R. China
| | - Yu Sun
- Molecular Diagnosis and Gene Testing Center, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
- Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
- Department of Dermatology, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou 510630, P. R. China
| | - Lijuan Ren
- Molecular Diagnosis and Gene Testing Center, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
| | - Xiaojun Tan
- Department of Pathology, Guangzhou Medical University Cancer Center, Guangzhou 510095, P. R. China
| | - Ji Cui
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Sun Yat-sen University, 510080 Guangzhou, P. R. China
| | - Zhirong Zeng
- Department of Gastroenterology and Hepatology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
| | - Weiling He
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Sun Yat-sen University, 510080 Guangzhou, P. R. China
| | - Zunfu Ke
- Molecular Diagnosis and Gene Testing Center, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
- Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
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You D, Zhang S, Yan S, Ding Y, Li C, Cheng X, Wu L, Wang W, Zhang T, Li Z, He Y. SAMHD1 as a prognostic and predictive biomarker in stage II colorectal cancer: A multicenter cohort study. Front Oncol 2022; 12:939982. [PMID: 35978833 PMCID: PMC9376296 DOI: 10.3389/fonc.2022.939982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Accepted: 07/11/2022] [Indexed: 11/19/2022] Open
Abstract
Background The identification of high-risk population patients is key to the personalized treatment options for the stage II colorectal cancers. The use of proteomics in the prognosis of patients with stage II colorectal cancer remains unclear. Methods Using quantitative proteomics, we analyzed proteins that are differentially expressed in the tumor and adjacent normal tissues of 11 paired colorectal cancer patients with and without recurrence selected by a nested case-control design. Of the 21 identified proteins, we selected one candidate protein. The association of the corresponding gene of the selected protein with overall survival (OS) and adjuvant chemotherapy was analyzed using two independent cohorts of patients with stages II colorectal cancer. Results Sterile α motif and histidine-aspartate domain-containing protein 1 (SAMHD1) was selected as the candidate biomarker. A group of 124 patients (12.5%) were stratified into SAMHD1-high subgroup. The 5-year OS rate of SAMHD1-high patients was lower than that of SAMHD1-low patients with stage II colorectal cancer (discovery cohort: hazard ratio [HR] = 2.89, 95% confidence interval [CI], 1.17-7.18, P = 0.016; validation cohort: HR = 2.25, 95% CI, 1.17-4.34, P = 0.013). The Cox multivariate analysis yielded similar results. In a pooled database, the 5-year OS rate was significantly different between patients with and without adjuvant chemotherapy among stage II SAMHD1-low tumors than in patients with stage II SAMHD1-high tumors (88% vs. 77%, P = 0.032). Conclusions SAMHD1-high expression could help in identifying patients with stage II colorectal cancer with poor prognosis and less benefit from adjuvant chemotherapy.
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Affiliation(s)
- Dingyun You
- Department of Dental Research, The Affiliated Stomatological Hospital of Kunming Medical University, Kunming, China
- Yunnan Key Laboratory of Stomatology, Kunming Medical University, Kunming, China
- Yunnan Key Laboratory of Stem Cell and Regenerative Medicine, Biomedical Engineering Research Center, Kunming Medical University, Kunming, China
| | - Shuai Zhang
- Department of Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Shan Yan
- Yunnan Key Laboratory of Stem Cell and Regenerative Medicine, Biomedical Engineering Research Center, Kunming Medical University, Kunming, China
| | - Yingying Ding
- Department of Radiology, The Third Affiliated Hospital of Kunming Medical University, Yunnan Cancer Hospital, Yunnan Cancer Center, Kunming, China
| | - Chunxia Li
- Department of Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Xianshuo Cheng
- Department of Colorectal Surgery, The Third Affiliated Hospital of Kunming Medical University, Yunnan Cancer Hospital, Yunnan Cancer Center, Kunming, China
| | - Lin Wu
- Department of Pathology, The Third Affiliated Hospital of Kunming Medical University, Yunnan Cancer Hospital, Yunnan Cancer Center, Kunming, China
| | - Weizhou Wang
- Department of Orthopedics, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Tao Zhang
- Department of Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Zhenhui Li
- Department of Radiology, The Third Affiliated Hospital of Kunming Medical University, Yunnan Cancer Hospital, Yunnan Cancer Center, Kunming, China
| | - Yongwen He
- Department of Dental Research, The Affiliated Stomatological Hospital of Kunming Medical University, Kunming, China
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Verbus EA, Rossi AJ, Luna AJ, Iqbal A, Morris VK, Hernandez JM. Circulating Tumor DNA as a Predictive Biomarker in Adjuvant Chemotherapy for Patients with Stage 2A Colon Cancer (COBRA). Ann Surg Oncol 2021; 28:4095-4097. [PMID: 33999346 DOI: 10.1245/s10434-021-10112-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 04/13/2021] [Indexed: 01/09/2023]
Affiliation(s)
- Emily A Verbus
- Surgical Oncology Program, Center for Cancer Research, National Cancer Institute, Building 10, Room 4-3740, Bethesda, MD, 20892, USA
| | - Alexander J Rossi
- Surgical Oncology Program, Center for Cancer Research, National Cancer Institute, Building 10, Room 4-3740, Bethesda, MD, 20892, USA
| | - Allen J Luna
- Surgical Oncology Program, Center for Cancer Research, National Cancer Institute, Building 10, Room 4-3740, Bethesda, MD, 20892, USA
| | - Atif Iqbal
- Section of Colorectal Surgery, Division of Surgery, Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Van K Morris
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA.
| | - Jonathan M Hernandez
- Surgical Oncology Program, Center for Cancer Research, National Cancer Institute, Building 10, Room 4-3740, Bethesda, MD, 20892, USA.
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12
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Ying P, Jin W, Wu X, Cai W. Association between CT-Quantified Body Composition and Recurrence, Survival in Nonmetastasis Colorectal Cancer Patients Underwent Regular Chemotherapy after Surgery. BIOMED RESEARCH INTERNATIONAL 2021; 2021:6657566. [PMID: 33834071 PMCID: PMC8016588 DOI: 10.1155/2021/6657566] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Revised: 01/12/2021] [Accepted: 03/10/2021] [Indexed: 12/11/2022]
Abstract
BACKGROUND Body mass index, measured at colorectal cancer (CRC) diagnosis has been associated with recurrence and survival outcomes. Computed tomography- (CT-) defined body compositions accurately reflect body mass, but there was no consistent perspective on the influence of visceral adipose tissue (VAT) and skeletal muscle mass (SM) on the prognosis of nonmetastasis CRC, especially in the patients underwent surgery and regularly standard chemotherapy. METHODS We investigated the associations of CT-quantified body composition (VAT and SM) with CRC patients successively underwent surgery and regular 8-12 of periods standard chemotherapy. All of the CT images were obtained at the level of the L3/4 spinal level. The prognostic value of the body compositions was analyzed using the Cox regression model, and precise clinical nomograms were established. RESULTS In XELOX-treated patients, progression-free survival (PFS) (P = 0.025) and overall survival (OS) (P = 0.032) were lower in the high-SM than in the low-SM group. The univariate analysis demonstrated that compared with low-SM patients, patients with high-SM showed a strikingly poor prognosis in both OS (P = 0.0512) and PFS in the T4 subgroup (P = 0.0417), while contrary to the T2-3 subgroup. CONCLUSIONS CT-quantified body compositions have a significant influence on CRC patients successively underwent curative resection and regularly standard chemotherapy with the endpoints of 1-year, 3-year, and 5-year both OS and PFS. Patients with high-SM showed a strikingly poor prognosis in OS and PFS in the T4 subgroup; however, the prognosis role of body composition was opposite in T2-3 patients.
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Affiliation(s)
- Piaopaio Ying
- Department of Pneumology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Wenyi Jin
- Department of Gastroenterology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Xiaoli Wu
- Department of Gastroenterology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Weiyang Cai
- Department of Gastroenterology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
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Yu L, Li N, Zhang XM, Wang T, Chen W. Analysis of 234 cases of colorectal polyps treated by endoscopic mucosal resection. World J Clin Cases 2020; 8:5180-5187. [PMID: 33269254 PMCID: PMC7674734 DOI: 10.12998/wjcc.v8.i21.5180] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2020] [Revised: 09/03/2020] [Accepted: 09/23/2020] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Colorectal polyps refer to all neoplasms that protrude into the intestinal cavity. Researchers believe that 50%-70% of colorectal cancers originate from adenomatous polyps. AIM To investigate the endoscopic morphologic features, pathologic types, and clinical situation; evaluate the efficacy and safety of endoscopic mucosal resection (EMR); and guide clinicians in their daily practice. METHODS Two hundred thirty-four patients who underwent EMR in our hospital from January 1, 2018 to December 31, 2019 were recruited. Data including sex, age, endoscopic morphology of the polyps, and pathological characteristics were analyzed among groups. RESULTS A total of 295 polyps were resected from the 234 subjects enrolled in the study, of which 4 (1.36%) were Yamada type I. There were 75 (25.42%) type II, 101 (34.24%) type III, and 115 (38.98%) type IV adenomas. Among them, 41 were non-adenomas, 110 were low-risk adenomas, 139 were high-risk adenomas, and 5 were carcinomas. The differences in distribution were not statistically significant, with P values greater than 0.05. The risk of cancer significantly increased for polyps ≥ 1 cm in diameter (c2 = 199.825, P = 0.00). Regarding the endoscopic morphological features, congestion, erosion, and lobulation were more common on the surface morphology of high-risk adenomas and cancerous polyps (c2 = 75.257, P = 0.00), and most of them were Yamada types III and IV. In all, 6 of the 295 polyps could not be removed completely, with a one-time resection rate of 97.97%. There were two cases of postoperative bleeding and no cases of perforation, with an overall complication rate of 0.09%. CONCLUSION Colorectal polyps ranging from non-adenomatous polyps, low-risk adenomas, and high-risk adenomas to adenocarcinomas each has their own endoscopic features, while EMR, as a mature intervention, has good safety and operability and should be promoted clinically, especially at the primary care level.
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Affiliation(s)
- Lu Yu
- Department of Gastroenterology, Maanshan Central Hospital, Maanshan 243000, Anhui Province, China
| | - Na Li
- Department of Gastroenterology, Affiliated Hospital of Southeast University, Nanjing 210009, Jiangsu Province, China
| | - Xiao-Mei Zhang
- Department of Gastroenterology, Maanshan Central Hospital, Maanshan 243000, Anhui Province, China
| | - Tao Wang
- Department of Gastroenterology, Maanshan Central Hospital, Maanshan 243000, Anhui Province, China
| | - Wei Chen
- Department of Gastroenterology, Maanshan Central Hospital, Maanshan 243000, Anhui Province, China
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