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Li Z, Zhao D, Zhu C. Predicting colorectal adenoma recurrence: the role of systemic inflammatory markers and insulin resistance. Scand J Gastroenterol 2025; 60:300-306. [PMID: 40009759 DOI: 10.1080/00365521.2025.2469801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2024] [Revised: 02/01/2025] [Accepted: 02/16/2025] [Indexed: 02/28/2025]
Abstract
BACKGROUND Colorectal adenomas (CRA) exhibit high recurrence rates following endoscopic resection. Insulin resistance (IR) and chronic inflammation, increasingly prevalent due to unhealthy lifestyles, are key factors in CRA development. This study aimed to evaluate the predictive power of combining the inflammation score with the triglyceride-glucose (TyG) index for CRA recurrence. METHODS We conducted a comprehensive analysis of the clinical characteristics of 847 CRA patients who underwent endoscopic resection. Postoperative recurrence of CRA was assessed using logistic regression analyses to determine odds ratios (ORs) and 95% confidence intervals (CIs). The receiver operating characteristic (ROC) curve analysis was utilized to predict the risk of CRA recurrence based on the inflammation score and TyG index. RESULTS Among the 847 CRA included in the study, 126 experienced recurrences. Logistic regression analysis identified NLR (OR 2.641, 95% CI 1.982-3.549), TyG (OR 1.494, 95% CI 1.146-1.956), three or more adenomas (OR 2.182, 95% CI 1.431-3.322) and CRA larger than 10 mm (OR 1.917, 95% CI 1.267-2.921) as independent risk factors for CRA recurrence. ROC curves demonstrated the efficacy of NLR (AUC 0.701, 95% CI 0.652-0.750) and TyG (AUC 0.607, 95% CI 0.553-0.660) in predicting CRA recurrence. The combination of NLR, TyG and adenoma characteristics showed improved performance in predicting CRA recurrence (AUC 0.762, 95% CI 0.718-0.805). CONCLUSIONS Elevated NLR and TyG were associated with an increased risk of CRA recurrence. The integration of NLR and TyG with CRA characteristics significantly enhanced the predictive power for CRA recurrence.
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Affiliation(s)
- Zhiqiang Li
- Department of Gastroenterology, Beijing Zhongguancun Hospital, Beijing, China
| | - Danyun Zhao
- Department of Gastroenterology, Beijing Zhongguancun Hospital, Beijing, China
| | - Chunyan Zhu
- Department of Gastroenterology, Beijing Zhongguancun Hospital, Beijing, China
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Shi YH, Liu JL, Cheng CC, Li WL, Sun H, Zhou XL, Wei H, Fei SJ. Construction and validation of machine learning-based predictive model for colorectal polyp recurrence one year after endoscopic mucosal resection. World J Gastroenterol 2025; 31:102387. [PMID: 40124266 PMCID: PMC11924002 DOI: 10.3748/wjg.v31.i11.102387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2024] [Revised: 01/25/2025] [Accepted: 02/14/2025] [Indexed: 03/13/2025] Open
Abstract
BACKGROUND Colorectal polyps are precancerous diseases of colorectal cancer. Early detection and resection of colorectal polyps can effectively reduce the mortality of colorectal cancer. Endoscopic mucosal resection (EMR) is a common polypectomy procedure in clinical practice, but it has a high postoperative recurrence rate. Currently, there is no predictive model for the recurrence of colorectal polyps after EMR. AIM To construct and validate a machine learning (ML) model for predicting the risk of colorectal polyp recurrence one year after EMR. METHODS This study retrospectively collected data from 1694 patients at three medical centers in Xuzhou. Additionally, a total of 166 patients were collected to form a prospective validation set. Feature variable screening was conducted using univariate and multivariate logistic regression analyses, and five ML algorithms were used to construct the predictive models. The optimal models were evaluated based on different performance metrics. Decision curve analysis (DCA) and SHapley Additive exPlanation (SHAP) analysis were performed to assess clinical applicability and predictor importance. RESULTS Multivariate logistic regression analysis identified 8 independent risk factors for colorectal polyp recurrence one year after EMR (P < 0.05). Among the models, eXtreme Gradient Boosting (XGBoost) demonstrated the highest area under the curve (AUC) in the training set, internal validation set, and prospective validation set, with AUCs of 0.909 (95%CI: 0.89-0.92), 0.921 (95%CI: 0.90-0.94), and 0.963 (95%CI: 0.94-0.99), respectively. DCA indicated favorable clinical utility for the XGBoost model. SHAP analysis identified smoking history, family history, and age as the top three most important predictors in the model. CONCLUSION The XGBoost model has the best predictive performance and can assist clinicians in providing individualized colonoscopy follow-up recommendations.
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Affiliation(s)
- Yi-Heng Shi
- Department of Gastroenterology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou 221002, Jiangsu Province, China
- The First Clinical Medical College of Xuzhou Medical University, Xuzhou 221002, Jiangsu Province, China
| | - Jun-Liang Liu
- Department of Gastroenterology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou 221002, Jiangsu Province, China
| | - Cong-Cong Cheng
- Department of Gastroenterology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou 221002, Jiangsu Province, China
- The First Clinical Medical College of Xuzhou Medical University, Xuzhou 221002, Jiangsu Province, China
| | - Wen-Ling Li
- Department of Gastroenterology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou 221002, Jiangsu Province, China
- The First Clinical Medical College of Xuzhou Medical University, Xuzhou 221002, Jiangsu Province, China
| | - Han Sun
- Department of Gastroenterology, Xuzhou Central Hospital, The Affiliated Xuzhou Hospital of Medical College of Southeast University, Xuzhou 221009, Jiangsu Province, China
| | - Xi-Liang Zhou
- Department of Gastroenterology, Xuzhou Central Hospital, The Affiliated Xuzhou Hospital of Medical College of Southeast University, Xuzhou 221009, Jiangsu Province, China
| | - Hong Wei
- Department of Gastroenterology, Xuzhou New Health Hospital, North Hospital of Xuzhou Cancer Hospital, Xuzhou 221007, Jiangsu Province, China
| | - Su-Juan Fei
- Department of Gastroenterology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou 221002, Jiangsu Province, China
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Zhang SY, Wang YC, Liu LL, Wang ZH, Guan XM. Efficacy-cost analysis of endoscopic mucosal resection and cold snare polypectomy: A propensity score matching analysis. World J Gastrointest Surg 2025; 17:99510. [DOI: 10.4240/wjgs.v17.i2.99510] [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: 10/11/2024] [Revised: 11/21/2024] [Accepted: 12/09/2024] [Indexed: 01/22/2025] Open
Abstract
BACKGROUND Although substantial evidence supports the advantages of cold snare polypectomy (CSP) in terms of polypectomy efficacy and reduced postoperative adverse events, few studies have examined the cost differences between CSP and traditional endoscopic mucosal resection (EMR) for the treatment of intestinal polyps.
AIM To compare the efficacy-cost of EMR and CSP in the treatment of intestinal polyps.
METHODS A total of 100 patients with intestinal polyps were included in the retrospective data of our hospital from April 2022 to May 2023. According to the treatment methods, they were divided into EMR (n = 46) group and CSP (n = 54) group. The baseline data of the two groups were balanced by 1:1 propensity score matching (PSM), and the cost-effectiveness analysis was performed on the two groups after matching. The recurrence rate of the two groups of patients was followed up for 1 year, and they were divided into recurrence group and non-recurrence group according to whether they recurred. Multivariate logistic regression analysis was used to screen out the influencing factors affecting the recurrence of intestinal polyps after endoscopic resection.
RESULTS Significant disparities were observed in the number of polyps and smoking background between the two groups before PSM (P < 0.05). Following PSM, the number of polyps and smoking history were well balanced between the EMR and CSP groups. The direct cost incurred by the CSP group was markedly higher than that incurred by the EMR group. Concurrently, the cost-effectiveness ratio in the CSP group was substantially reduced when juxtaposed with that in the EMR group (P < 0.05). Upon completion of the 1-year follow-up, the rate of recurrence after endoscopic intestinal polypectomy was 38.00%. Multivariate methods revealed that age ≥ 60 years, male sex, number of polyps ≥ 3, and pathological type of adenoma were risk factors for recurrence after endoscopic intestinal polypectomy (all P < 0.05).
CONCLUSION CSP was more cost-effective for the treatment of intestinal polyps. An age ≥ 60 years, male sex, having a number of polyps ≥ 3, and pathological type of adenoma are independent influencing factors for recurrence.
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Affiliation(s)
- Shi-Yi Zhang
- Department of Digestive, Linfen Central Hospital, Linfen 041000, Shanxi Province, China
| | - Ying-Chun Wang
- Department of Nursing, Ezhou Central Hospital, Ezhou 436000, Hubei Province, China
| | - Lei-Lei Liu
- Department of Oncology, Linfen Central Hospital, Linfen 041000, Shanxi Province, China
| | - Zhi-Heng Wang
- Department of Oncology, Linfen Central Hospital, Linfen 041000, Shanxi Province, China
| | - Xue-Mei Guan
- Medical Examination Center, Shanxi Cancer Hospital, Taiyuan 030013, Shanxi Province, China
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Chen L, Cao R, Han J, Yu H, Li Y, Wang X, Chen J, Qi X. Association of Helicobacter pylori infection with colorectal polyps/adenomas: A single-center cross-sectional study. Cancer Epidemiol 2024; 92:102626. [PMID: 39079227 DOI: 10.1016/j.canep.2024.102626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Revised: 07/01/2024] [Accepted: 07/18/2024] [Indexed: 09/17/2024]
Abstract
BACKGROUND Helicobacter pylori (H. pylori) infection may be associated with colorectal polyps/adenomas, but the current evidence remains controversial. METHODS We retrospectively screened the medical records of 655 participants who underwent both colonoscopy and H. pylori test from June 15, 2020 to April 30, 2023. The number, size, location, and pathological type of colorectal polyps/adenomas were compared between H. pylori positive and negative groups. Adjusting for age, gender, smoking, drinking, hypertension, diabetes, fatty liver, body mass index, and inflammatory and metabolic indicators, multivariate logistic regression analyses were performed to evaluate the association of H. pylori infection with the number, size, location, and pathological type of colorectal polyps/adenomas, where no polyp/adenoma was used as reference. RESULTS Overall, 508 participants were included, of whom 154 and 354 were divided into H. pylori positive and negative groups, respectively. H. pylori positive group had significantly higher colorectal polyps/adenomas (74.7 % vs. 65.8 %, P=0.048), low-grade adenomas (55.7 % vs. 47.6 %, P=0.026), advanced adenomas (22.6 % vs. 13.3 %, P=0.008), and colorectal polyps/adenomas with sizes of ≥6 mm (61.7 % vs. 48.5 %, P=0.002) and ≥10 mm (25.2 % vs. 14.6 %, P=0.004) than H. pylori negative group. In multivariate logistic regression analyses, H. pylori infection was independently associated with low-grade adenomas (OR=2.677, 95 %CI=1.283-5.587, P=0.009), advanced adenomas (OR=3.017, 95 %CI=1.007-9.036, P=0.049), right-side colon polyps/adenomas (OR=5.553, 95 %CI=1.679-18.360, P=0.005), and colorectal polyps/adenomas with sizes of ≥10 mm (OR=4.436, 95 %CI=1.478-13.310, P=0.008), but not number of colorectal polyps/adenomas. CONCLUSION H. pylori infection is associated with increased risk of colorectal polyps/adenomas, especially low-grade adenomas, advanced adenomas, right-side colon polyps/adenomas, and large colorectal polyps/adenomas.
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Affiliation(s)
- Lan Chen
- Department of Gastroenterology, General Hospital of Northern Theater Command, Shenyang, China; Postgraduate College, Jinzhou Medical University, Jinzhou, China
| | - Rongrong Cao
- Department of Gastroenterology, General Hospital of Northern Theater Command, Shenyang, China
| | - Jie Han
- Department of Gastroenterology, General Hospital of Northern Theater Command, Shenyang, China
| | - Honglu Yu
- Department of Gastroenterology, General Hospital of Northern Theater Command, Shenyang, China
| | - Yingchao Li
- Department of Gastroenterology, General Hospital of Northern Theater Command, Shenyang, China
| | - Xiaomin Wang
- Department of Gastroenterology, General Hospital of Northern Theater Command, Shenyang, China
| | - Jiang Chen
- Department of Gastroenterology, General Hospital of Northern Theater Command, Shenyang, China.
| | - Xingshun Qi
- Department of Gastroenterology, General Hospital of Northern Theater Command, Shenyang, China.
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Ba Q, Yuan X, Wang Y, Shen N, Xie H, Lu Y. Development and Validation of Machine Learning Algorithms for Prediction of Colorectal Polyps Based on Electronic Health Records. Biomedicines 2024; 12:1955. [PMID: 39335469 PMCID: PMC11429196 DOI: 10.3390/biomedicines12091955] [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: 07/04/2024] [Revised: 08/02/2024] [Accepted: 08/22/2024] [Indexed: 09/30/2024] Open
Abstract
BACKGROUND Colorectal Polyps are the main source of precancerous lesions in colorectal cancer. To increase the early diagnosis of tumors and improve their screening, we aimed to develop a simple and non-invasive diagnostic prediction model for colorectal polyps based on machine learning (ML) and using accessible health examination records. METHODS We conducted a single-center observational retrospective study in China. The derivation cohort, consisting of 5426 individuals who underwent colonoscopy screening from January 2021 to January 2024, was separated for training (cohort 1) and validation (cohort 2). The variables considered in this study included demographic data, vital signs, and laboratory results recorded by health examination records. With features selected by univariate analysis and Lasso regression analysis, nine machine learning methods were utilized to develop a colorectal polyp diagnostic model. Several evaluation indexes, including the area under the receiver-operating-characteristic curve (AUC), were used to compare the predictive performance. The SHapley additive explanation method (SHAP) was used to rank the feature importance and explain the final model. RESULTS 14 independent predictors were identified as the most valuable features to establish the models. The adaptive boosting machine (AdaBoost) model exhibited the best performance among the 9 ML models in cohort 1, with accuracy, sensitivity, specificity, positive predictive value, negative predictive value, F1 score, and AUC (95% CI) of 0.632 (0.618-0.646), 0.635 (0.550-0.721), 0.674 (0.591-0.758), 0.593 (0.576-0.611), 0.673 (0.654-0.691), 0.608 (0.560-0.655) and 0.687 (0.626-0.749), respectively. The final model gave an AUC of 0.675 in cohort 2. Additionally, the precision recall (PR) curve for the AdaBoost model reached the highest AUPR of 0.648, positioning it nearest to the upper right corner. SHAP analysis provided visualized explanations, reaffirming the critical factors associated with the risk of colorectal polyps in the asymptomatic population. CONCLUSIONS This study integrated the clinical and laboratory indicators with machine learning techniques to establish the predictive model for colorectal polyps, providing non-invasive, cost-effective screening strategies for asymptomatic individuals and guiding decisions for further examination and treatment.
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Affiliation(s)
- Qinwen Ba
- Department of Laboratory Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Xu Yuan
- Department of Laboratory Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Yun Wang
- Department of Laboratory Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Na Shen
- Department of Laboratory Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Huaping Xie
- Department of Gastroenterology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Yanjun Lu
- Department of Laboratory Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
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Sohrabi M, Obeidinia M, Adelani MR, Hassanzadeh P, Shirani A, Pirniakan R, Abbasi F, Sami M, Babaki AH, Ajdarkosh H, Zamani F. The Recurrence Rate of Colorectal Polyps among Patients with Average Risk of Colorectal Cancer. Asian Pac J Cancer Prev 2024; 25:2823-2830. [PMID: 39205580 PMCID: PMC11495456 DOI: 10.31557/apjcp.2024.25.8.2823] [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: 03/05/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND CRC is going to be an important issue in Middle East countries. Also, the main parts of this cancer develop from benign adenomas. AIM To understand the recurrence rate of colorectal polyps among average-risk subjects. METHOD In a prospective study, the average-risk patients with colorectal adenoma were enrolled in this study based on inclusion criteria. The patients were consulted annually by an expert gastroenterologist. A control colonoscopy was programmed after three years of follow-up. It was not an obligation to follow our program, and each patient could exit the study at any time. The patient who developed one of the exclusion criteria was also withdrawn from the study by the gastroenterologist of this study. RESULTS 237 patients were enrolled in this study. Of them, 102 patients completed their 3-year follow-up. Among these participants, 62 (60.8%) were male and 40 (39.2%) were female, with a mean age of 57.05 ± 12.87 years. Additionally, 20 (19.6%) subjects had adenomatous polyps at the end of the study. Patients with recurrent colorectal polyps tend to be raised in large ones with a tubulovillous morphology. The polyps were more commonly located in the sigmoid colon, rectum. Furthermore, high-grade dysplasia was recorded in 5 patients. Tubulovillous polyp had higher chance of recurrence than patients with tubular polyp. CONCLUSION We believe the colonoscopy screening needs to be set up in regions previously considered low-risk for CRC. Also, it may be valuable to control colonoscopy for less than three years in patients with dysplasia.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Hossein Ajdarkosh
- Gastrointestinal and Liver Diseases Research Center, Iran University of Medical Sciences, Tehran, Iran.
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Li X, Hu M, Wang Z, Liu M, Chen Y. Prevalence of diverse colorectal polyps and risk factors for colorectal carcinoma in situ and neoplastic polyps. J Transl Med 2024; 22:361. [PMID: 38632639 PMCID: PMC11022362 DOI: 10.1186/s12967-024-05111-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 03/20/2024] [Indexed: 04/19/2024] Open
Abstract
BACKGROUND Most colorectal cancers originate from precancerous polyps. This study aimed to determine the prevalence of colorectal polyps with diverse pathological morphologies and to explore the risk factors for colorectal carcinoma in situ (CCS) and neoplastic polyps. METHODS Inpatients admitted from January 2018 to May 2023 were screened through the hospital information system. Polyps were classified according to pathological morphology. The prevalence of polyps was described by frequency and 95% confidence interval. Univariate and multivariate logistic regression analyses were used to explore the risk factors for CCS and neoplastic polyps. RESULTS In total, 2329 individuals with 3550 polyps were recruited. Among all patients, 76.99% had neoplastic polyps and 44.31% had advanced adenomas. Tubular adenoma had the highest prevalence at 60.15%, and the prevalence of CCS was 3.86%. Patients with a colorectal polyp diameter ≥ 1.0 cm or number ≥ 3 were 8.07 times or 1.98 times more likely to develop CCS than were those with a diameter < 1.0 cm or number < 3, respectively (OR 8.07, 95%CI 4.48-14.55, p < 0.0001; and OR 1.98, 95%CI 1.27-3.09, p = 0.002). The risk of CCS with schistosome egg deposition was also significantly increased (OR 2.70, 95%CI 1.05-6.98). The higher the levels of carbohydrate antigen (CA) 724 (OR 1.01, 95%CI 1.00-1.02) and CA211 (OR 1.16, 95%CI 1.03-1.32) in patients with colorectal polyps were, the greater the risk of CCS. When colorectal neoplastic polyps were analyzed, we discovered that for each 1-year increase in age, the risk of neoplastic polyps increased by 3% (OR 1.03, 95%CI 1.02-1.04), p < 0.0001. Patients with a polyp diameter ≥ 1.0 cm had a 2.11-fold greater risk of neoplastic polyps compared to diameter < 1.0 cm patients (OR 3.11, 95%CI 2.48-3.92), p < 0.0001. In addition, multiple polyps and CA199 levels are risk factors for neoplastic polyps. CONCLUSION More than 3/4 of colorectal polyp patients have neoplastic polyps. Patients are more inclined to develop CCS and neoplastic polyps if they have large polyps (> 1.0 cm) or multifocal polyps. The levels of the tumor markers CA724 and CA211 show some potential usefulness for predicting CCS and may be exploited for early identification of high-risk populations.
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Affiliation(s)
- Xiaojuan Li
- Department of Gastroenterology, Minhang Hospital, Fudan University, Shanghai, 201199, China
| | - Mengting Hu
- Department of General Medicine, Minhang Hospital, Fudan University, Shanghai, 201199, China
| | - Zhangjun Wang
- Proprietary Trading Department, Huaan Securities Co., Ltd, Shanghai, 200120, China
| | - Mei Liu
- Department of General Medicine, Minhang Hospital, Fudan University, Shanghai, 201199, China.
| | - Ying Chen
- Department of Gastroenterology, Minhang Hospital, Fudan University, Shanghai, 201199, China.
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Ayana G, Barki H, Choe SW. Pathological Insights: Enhanced Vision Transformers for the Early Detection of Colorectal Cancer. Cancers (Basel) 2024; 16:1441. [PMID: 38611117 PMCID: PMC11010958 DOI: 10.3390/cancers16071441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Revised: 04/02/2024] [Accepted: 04/04/2024] [Indexed: 04/14/2024] Open
Abstract
Endoscopic pathological findings of the gastrointestinal tract are crucial for the early diagnosis of colorectal cancer (CRC). Previous deep learning works, aimed at improving CRC detection performance and reducing subjective analysis errors, are limited to polyp segmentation. Pathological findings were not considered and only convolutional neural networks (CNNs), which are not able to handle global image feature information, were utilized. This work introduces a novel vision transformer (ViT)-based approach for early CRC detection. The core components of the proposed approach are ViTCol, a boosted vision transformer for classifying endoscopic pathological findings, and PUTS, a vision transformer-based model for polyp segmentation. Results demonstrate the superiority of this vision transformer-based CRC detection method over existing CNN and vision transformer models. ViTCol exhibited an outstanding performance in classifying pathological findings, with an area under the receiver operating curve (AUC) value of 0.9999 ± 0.001 on the Kvasir dataset. PUTS provided outstanding results in segmenting polyp images, with mean intersection over union (mIoU) of 0.8673 and 0.9092 on the Kvasir-SEG and CVC-Clinic datasets, respectively. This work underscores the value of spatial transformers in localizing input images, which can seamlessly integrate into the main vision transformer network, enhancing the automated identification of critical image features for early CRC detection.
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Affiliation(s)
- Gelan Ayana
- Department of Medical IT Convergence Engineering, Kumoh National Institute of Technology, Gumi 39253, Republic of Korea;
- School of Biomedical Engineering, Jimma University, Jimma 378, Ethiopia
| | - Hika Barki
- Department of Artificial Intelligence Convergence, Pukyong National University, Busan 48513, Republic of Korea;
| | - Se-woon Choe
- Department of Medical IT Convergence Engineering, Kumoh National Institute of Technology, Gumi 39253, Republic of Korea;
- Department of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi 39253, Republic of Korea
- Emerging Pathogens Institute, University of Florida, Gainesville, FL 32608, USA
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Yang Y, Wen W, Chen FL, Zhang YJ, Liu XC, Yang XY, Hu SS, Jiang Y, Yuan J. Expression and significance of pigment epithelium-derived factor and vascular endothelial growth factor in colorectal adenoma and cancer. World J Gastrointest Oncol 2024; 16:670-686. [PMID: 38577437 PMCID: PMC10989378 DOI: 10.4251/wjgo.v16.i3.670] [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: 11/07/2023] [Revised: 01/16/2024] [Accepted: 02/04/2024] [Indexed: 03/12/2024] Open
Abstract
BACKGROUND The incidence and mortality of colorectal cancer (CRC) are among the highest in the world, and its occurrence and development are closely related to tumor neovascularization. When the balance between pigment epithelium-derived factors (PEDF) that inhibit angiogenesis and vascular endothelial growth factors (VEGF) that stimulate angiogenesis is broken, angiogenesis is out of control, resulting in tumor development. Therefore, it is very necessary to find more therapeutic targets for CRC for early intervention and later treatment. AIM To investigate the expression and significance of PEDF, VEGF, and CD31-stained microvessel density values (CD31-MVD) in normal colorectal mucosa, adenoma, and CRC. METHODS In this case-control study, we collected archived wax blocks of specimens from the Digestive Endoscopy Center and the General Surgery Department of Chengdu Second People's Hospital from April 2022 to October 2022. Fifty cases of specimen wax blocks were selected as normal intestinal mucosa confirmed by electronic colonoscopy and concurrent biopsy (normal control group), 50 cases of specimen wax blocks were selected as colorectal adenoma confirmed by electronic colonoscopy and pathological biopsy (adenoma group), and 50 cases of specimen wax blocks were selected as CRC confirmed by postoperative pathological biopsy after inpatient operation of general surgery (CRC group). An immunohistochemical staining experiment was carried out to detect PEDF and VEGF expression in three groups of specimens, analyze their differences, study the relationship between the two and clinicopathological factors in CRC group, record CD31-MVD in the three groups, and analyze the correlation of PEDF, VEGF, and CD31-MVD in the colorectal adenoma group and the CRC group. The F test or adjusted F test is used to analyze measurement data statistically. Kruskal-Wallis rank sum test was used between groups for ranked data. The chi-square test, adjusted chi-square test, or Fisher's exact test were used to compare the rates between groups. All differences between groups were compared using the Bonferroni method for multiple comparisons. Spearman correlation analysis was used to test the correlation of the data. The test level (α) was 0.05, and a two-sided P< 0.05 was considered statistically significant. RESULTS The positive expression rate and expression intensity of PEDF were gradually decreased in the normal control group, adenoma group, and CRC group (100% vs 78% vs 50%, χ2 = 34.430, P < 0.001; ++~++ vs +~++ vs -~+, H = 94.059, P < 0.001), while VEGF increased gradually (0% vs 68% vs 96%, χ2 = 98.35, P < 0.001; - vs -~+ vs ++~+++, H = 107.734, P < 0.001). In the CRC group, the positive expression rate of PEDF decreased with the increase of differentiation degree, invasion depth, lymph node metastasis, distant metastasis, and TNM stage (χ2 = 20.513, 4.160, 5.128, 6.349, 5.128, P < 0.05); the high expression rate of VEGF was the opposite (χ2 = 10.317, 13.134, 17.643, 21.844, 17.643, P < 0.05). In the colorectal adenoma group, the expression intensity of PEDF correlated negatively with CD31-MVD (r = -0.601, P < 0.001), whereas VEGF was not significantly different (r = 0.258, P = 0.07). In the CRC group, the expression intensity of PEDF correlated negatively with the expression intensity of CD31-MVD and VEGF (r = -0.297, P < 0.05; r = -0.548, P < 0.05), while VEGF expression intensity was positively related to CD31-MVD (r = 0.421, P = 0.002). CONCLUSION It is possible that PEDF can be used as a new treatment and prevention target for CRC by upregulating the expression of PEDF while inhibiting the expression of VEGF.
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Affiliation(s)
- Ye Yang
- Digestive Diseases, Chengdu Qingbaijiang District People's Hospital, Chengdu 610300, Sichuan Province, China
| | - Wu Wen
- Digestive Diseases, Chengdu Second People’s Hospital, Chengdu 610000, Sichuan Province, China
| | - Feng-Lin Chen
- Graduate School, Chengdu Medical College, Chengdu 610000, Sichuan Province, China
| | - Ying-Jie Zhang
- Digestive Diseases, Chengdu Second People’s Hospital, Chengdu 610000, Sichuan Province, China
| | - Xiao-Cong Liu
- Digestive Diseases, Chengdu Second People’s Hospital, Chengdu 610000, Sichuan Province, China
| | - Xiao-Yan Yang
- Digestive Diseases, Chengdu Second People’s Hospital, Chengdu 610000, Sichuan Province, China
| | - Shan-Shan Hu
- Digestive Diseases, Chengdu Second People’s Hospital, Chengdu 610000, Sichuan Province, China
| | - Ye Jiang
- Digestive Diseases, Chengdu Second People’s Hospital, Chengdu 610000, Sichuan Province, China
| | - Jing Yuan
- Digestive Diseases, Chengdu Second People’s Hospital, Chengdu 610000, Sichuan Province, China
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10
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Yang Z, Wu H, Dai D, Yuan Y, Shao X. ZNF692 Promotes the Progression of Colon Adenocarcinoma by Regulating HSF4 Expression. IRANIAN JOURNAL OF PUBLIC HEALTH 2023; 52:2601-2610. [PMID: 38435777 PMCID: PMC10903307 DOI: 10.18502/ijph.v52i12.14321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 07/18/2023] [Indexed: 03/05/2024]
Abstract
Background Colon adenocarcinoma (COAD) is one of the most common cancer happened in gastrointestinal tract, with the overall incidence rate of 4%-5% among human beings. Like most malignancies, we uncovered the exact mechanisms of the pathogenesis of colorectal cancer yet. Therefore, there is an urgent need to explore the molecules that can be used as diagnostic maker at early stage. In addition, we also need to define the essential factors that related to the prognosis and treatment of the colon carcinoma. Methods The study was conducted at the Third Affiliated Hospital of Qiqihar Medical University, Qiqihar, China in September 2020. The R language was used to identify the differentially expressed genes. We performed receiver operating characteristic curve analysis to determine the diagnostic markers for COAD. The machine learning strategy was used to assess the effectiveness of genes in the diagnosis of COAD. The molecular mechanism and prognostic value of genes were explored by bioinformatics analysis and molecular experiments. Results The expression level of heat shock factor 4 (HSF4) was significantly elevated in COAD patients (P=1.89×10-29), according to The Cancer Genome Atlas (TCGA) database. Additionally, survival analysis showed the higher expression level of the HSF4 was correlated with the poor prognosis in COAD. Conclusion The HSF4 was the target gene of zinc finger protein 692(ZNF692). HSF4 might promote the progression of COAD through the apoptosis pathway. It was diagnostic and prognosis maker of COAD. Furthermore, the upstream gene of HSF4, ZNF692, promotes the progression of colorectal cancer by regulating HSF4 expression.
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Affiliation(s)
- Zhengpeng Yang
- Department of General Surgery, the Third Affiliated Hospital of Qiqihar Medical University, Qiqihar 161002, China
| | - Hao Wu
- Department of General Surgery, the Third Affiliated Hospital of Qiqihar Medical University, Qiqihar 161002, China
| | - Defu Dai
- Department of General Surgery, the Third Affiliated Hospital of Qiqihar Medical University, Qiqihar 161002, China
| | - Yufeng Yuan
- Department of General Surgery, the Third Affiliated Hospital of Qiqihar Medical University, Qiqihar 161002, China
| | - Xueqian Shao
- Department of General Surgery, the Third Affiliated Hospital of Qiqihar Medical University, Qiqihar 161002, China
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11
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Wang TJ, Chang SC, Hsu HH, Huang CS, Lin TR, Lin YP, Chang KS. Efficacy of a self-management program on quality of life in colorectal cancer patients: A randomized controlled trial. Eur J Oncol Nurs 2023; 67:102431. [PMID: 37951069 DOI: 10.1016/j.ejon.2023.102431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2023] [Revised: 09/20/2023] [Accepted: 09/29/2023] [Indexed: 11/13/2023]
Abstract
PURPOSE To test the efficacy of a self-management program based on acceptance and commitment therapy on quality of life, emotional distress, fatigue, physical activity, and fruit and vegetable intake in patients with colorectal cancer. METHODS The study was a randomized controlled trial. A sample of 156 patients with colorectal cancer (stage I-III) was recruited by convenience sampling and participants were allocated randomly assigned to control or intervention groups. The intervention included a colorectal cancer self-management information booklet, two personal skills training sessions, and 12 follow-up telephone calls. The control group received health education leaflets. Outcome variables were assessed in both groups at baseline and every two months thereafter during the six-month follow-up period. RESULT The mean age of participants was 62 years (range: 30-89 years). Generalized estimation equations analyses revealed significant differences over time in changes in anxiety (β = -2.22, p = 0.001), depression (β = -1.48, p = 0.033), fatigue (β = 4.46, p = 0.001), physical and functional measures (β = 6.16, p = 0.005), and colorectal-cancer-specific quality of life (β = 7.45, p = 0.012). However, there were no significant differences in changes in physical activity or fruit and vegetable intake over time. CONCLUSION The self-management skills provided by oncology nurses, including symptom management, psychological adjustment, and relaxation exercises, help colorectal cancer patients to overcome the challenges of cancer survivorship, accelerate their recovery, and improve their quality of life. THE TRIAL NUMBER NCT03853278 registered on ClinicalTrials.gov.
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Affiliation(s)
- Tsae-Jyy Wang
- School of Nursing, National Taipei University of Nursing and Health Sciences, Taipei City, 112303, Taiwan.
| | - Shih-Chang Chang
- Department of Colorectal Surgery, Cathay General Hospital, Taipei City, 10630, Taiwan.
| | - Hsi-Hsien Hsu
- MacKay Junior College of Medicine, Nursing and Management, Taipei City, 112021, Taiwan; MacKay Memorial Hospital, Taipei City, 104217, Taiwan.
| | - Ching-Shui Huang
- Department of Surgery, Cathay General Hospital, Taipei City, 10630, Taiwan.
| | - Ting-Ru Lin
- Department of Nursing, Cardinal Tien Junior College of Healthcare and Management, New Taipei City, 23143, Taiwan.
| | - Yu-Ping Lin
- Department of Nursing, Asia Eastern University of Science and Technology, New Taipei City, 220303, Taiwan.
| | - Ko-Shih Chang
- School of Nursing, National Taipei University of Nursing and Health Sciences, Taipei City, 112303, Taiwan; Division of Cardiovascular Medicine, Yuan Rung Hospital, Yuanlin Township, Changhua, County, 510005, Taiwan.
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12
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Feng CH, Zhang Q, Chen J, Mao LQ, Sun Q, He Y, Yao LH. Factors influencing age at onset of colorectal polyps and benefit-finding after polypectomy. Medicine (Baltimore) 2023; 102:e35336. [PMID: 37773792 PMCID: PMC10545222 DOI: 10.1097/md.0000000000035336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 08/31/2023] [Indexed: 10/01/2023] Open
Abstract
Screening, followed by colonoscopic polypectomy, has been widely performed in China. However, factors influencing age at onset of colorectal polyps and benefit-finding after polypectomy have been insufficiently studied or ignored. A total of 152 patients with colorectal polyps first detected in First Affiliated Hospital of Huzhou University from July to September 2022 were enrolled in this study. We selected 11 factors associated with the risk of colorectal polyps, including gender, body mass index, occupational stress, education level, income satisfaction, smoking, alcohol consumption, exercise frequency, diet, family history and polyp characteristics. Benefit-finding after polypectomy was obtained by follow-up for 142 of these patients. Multivariate linear regression analysis showed that being overweight (i.e., body mass index ≥25 kg/m2), higher education level, lower exercise frequency, and refrigerated food preference were associated with early-onset colorectal polyps. Patients with a preference for pickled food and age ≥50 years at first colorectal polyp detection had lower benefit findings after colonoscopic polypectomy. Colorectal polyps may develop earlier in people who are overweight, well-educated, exercise less, and prefer refrigerated food. In addition, patients who prefer pickled food and age at onset ≥50 years have lower benefit-finding requiring more attention in future colonoscopy follow-ups.
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Affiliation(s)
- Chen-Hong Feng
- Department of Gastroenterology, The First People’s Hospital of Huzhou, First Affiliated Hospital of Huzhou University, Huzhou, P.R. China
| | - Qing Zhang
- Department of Gastroenterology, The First People’s Hospital of Huzhou, First Affiliated Hospital of Huzhou University, Huzhou, P.R. China
| | - Juan Chen
- Department of Gastroenterology, The First People’s Hospital of Huzhou, First Affiliated Hospital of Huzhou University, Huzhou, P.R. China
| | - Li-Qi Mao
- Department of Gastroenterology, The First People’s Hospital of Huzhou, First Affiliated Hospital of Huzhou University, Huzhou, P.R. China
| | - Qian Sun
- Department of Gastroenterology, People’s Hospital of Wuxing District, Wuxing Branch of the First People’s Hospital of Huzhou, Huzhou, P.R. China
| | - Ying He
- Central Laboratory, The First People’s Hospital of Huzhou, First Affiliated Hospital of Huzhou University, Huzhou, P.R. China
| | - Lin-Hua Yao
- Department of Gastroenterology, The First People’s Hospital of Huzhou, First Affiliated Hospital of Huzhou University, Huzhou, P.R. China
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Duzkoylu Y, Kılavuz H, Demircioglu MK, Arıkan S, Sarı S. Colonoscopy following the positron emission tomography/computed tomography scan in patients with incidental colorectal uptake: what is the most effective management? REVISTA DA ASSOCIACAO MEDICA BRASILEIRA (1992) 2023; 69:e20230302. [PMID: 37729363 PMCID: PMC10508895 DOI: 10.1590/1806-9282.20230302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Accepted: 06/01/2023] [Indexed: 09/22/2023]
Abstract
OBJECTIVE Colorectal cancer is one of the most common malignancies. Survival rates are directly related to the stage of cancer at the time of diagnosis, emphasizing the value of early diagnosis. Positron emission tomography with 18F-fluorodeoxyglucose is the gold standard imaging technique in staging, monitoring after treatment, and follow-up. We aimed to assess the importance of incidental 18F-fluorodeoxyglucose uptake by colon and rectum in positron emission tomography-computed tomography imaging to determine a significant cutoff value for further investigation using colonoscopy and histopathological assessment. METHODS We performed a retrospective analysis of patients with both 18F-fluorodeoxyglucose-positron emission tomography/computed tomography scan and colonoscopy during 1 year and included the cases who had undergone a colonoscopy within 3 months following the positron emission tomography/computed tomography scan due to an incidental positive finding. Patients with a diagnosed colorectal malignancy or with a history of previous colorectal operations were excluded. RESULTS A total of 81 patients were included in this study. Among 81 colonoscopic evaluations, histopathology revealed malignancy in 8 patients, and the prevalence of incidental colorectal cancer 18F-fluorodeoxyglucose uptake was found to be 9.87%. SUVmax was found to be significantly related to malignancy and other colonoscopic findings (p<0.001). SUVmax cutoff value to suggest colorectal cancer was found to be median [7.9 (4.1-12.7)] (p<0.001). CONCLUSION Regarding the studies determining a significant cutoff value, incidental colonic 18F-fluorodeoxyglucose uptake on positron emission tomography/computed tomography should lead the clinician to further investigation with colonoscopic biopsy, although the cutoff values for SUVmax are not certain and different in almost every published study, and negative positron emission tomography.computed tomography findings should not completely rule out malignancy, especially in high-risk patients.
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Affiliation(s)
- Yigit Duzkoylu
- Cam and Sakura City Hospital, Department of Gastrointestinal Surgery – Istanbul, Turkey
| | - Huseyin Kılavuz
- Cam and Sakura City Hospital, Department of General Surgery – Istanbul, Turkey
| | | | - Soykan Arıkan
- Cam and Sakura City Hospital, Department of Surgical Oncology – Istanbul, Turkey
| | - Serkan Sarı
- Cam and Sakura City Hospital, Department of General Surgery – Istanbul, Turkey
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Kyrian O, Dorofeyev A, Derkach I, Zhigal Y. Evaluation of the Impact of Some Single-Nucleotide Gene Polymorphisms on the Development of Adenomatous Polyps of the Colon in Patients with Irritable Bowel Syndrome. THE TURKISH JOURNAL OF GASTROENTEROLOGY : THE OFFICIAL JOURNAL OF TURKISH SOCIETY OF GASTROENTEROLOGY 2023; 34:822-830. [PMID: 37404119 PMCID: PMC10544543 DOI: 10.5152/tjg.2023.21985] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Accepted: 10/09/2022] [Indexed: 07/06/2023]
Abstract
BACKGROUND The number of cases of irritable bowel syndrome is growing worldwide, in which adenomatous polyps can develop as a result of microinflammation of the colonic epithelium. Our study was aimed at the identification of the possible effect of single-nucleotide polymorphisms on the risk of the development of irritable bowel syndrome-related colonic adenomatous polyps. MATERIALS AND METHODS The study involved 187 irritable bowel syndrome patients. The single-nucleotide polymorphisms were investigated by the polymerase chain reaction method and DNA was extracted with the phenol-chloroform: interleukin-1β gene-31C/T (rs1143627), -511C/T (rs16944); interleukin-6 gene-174G/C (rs1800795); interleukin-10 gene-592C/A (rs1800872), -819T/C (rs1800871), -1082A/G (rs1800896); Toll-like receptor-2 gene Arg753Gln (rs5743708); Toll-like receptor-4 gene Thr399ile (rs4986791), Asp299Gly (rs4986790); and metalloproteinase-9 gene-8202A/G (rs11697325). The study of polymorphic loci was checked for compliance with the Hardy- Weinberg equilibrium using Fisher's exact test along with the analyses of the frequency of alleles and the genotypes. RESULTS The association of diseases with G allele Toll-like receptor-2 gene Arg753Gln (rs5743708) was revealed in irritable bowel syndrome patients with adenomatous polyps of the colon (P < .0006) and AG single-nucleotide polymorphisms s of Toll-like receptor-2 gene (χ2 = 12.78, P < .002); A allele had a protective effect. The AG genotype metalloproteinase-9 gene-8202A/G (rs11697325) polymorphism in irritable bowel syndrome patients with adenomatous polyps of the colon had a protective effect (P < .05). AA genotype interleukin-10 gene-1082A/G (rs1800896) polymorphism in the irritable bowel syndrome patient (χ2 = 33.97, 4.0E-8) can be considered as the risk for adenomatous polyps of the colon in irritable bowel syndrome. CONCLUSION G allele Toll-like receptor-2 gene Arg753Gln (rs5743708) and AA genotype interleukin-10 gene-1082A/G (rs1800896) polymorphisms can be the marker of the emergence of adenomatous polyps of the colon concomitant with irritable bowel syndrome.
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Affiliation(s)
- Olena Kyrian
- Department of Family Medicine and Therapy, Poltava State Medical University, Poltava, Ukraine
| | - Andrey Dorofeyev
- Chair of Internal Medicine and Gerontology, Shupyk National University of Public Health of Ukraine, Kyiv, Ukraine
| | - Igor Derkach
- Department of Urology, Truskavets City Hospital, Truskavets, Ukraine
| | - Yulia Zhigal
- Chair of Internal Medicine and Gerontology, Shupyk National University of Public Health of Ukraine, Kyiv, Ukraine
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15
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Kim JY, Kim YB, Choi S, Lee YM, Kim HJ, Kim SC, Jang HJ, Choi SY, Yi DY, Lee Y, Choi YJ, Kang Y, Lee KJ, Hong SJ, Hwang JH, Kwak S, Choe BH, Kang B. Associations of Polyp Characteristics in Children and Adolescents Presenting with Less Than Five Colorectal Polyps: A Full Colonoscopy Is Still Required. Gut Liver 2023; 17:441-448. [PMID: 36052612 PMCID: PMC10191782 DOI: 10.5009/gnl210404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 06/01/2022] [Accepted: 06/07/2022] [Indexed: 11/04/2022] Open
Abstract
BACKGROUND/AIMS A full colonoscopy is currently required in children and adolescents with colorectal polyps, because of their potential of neoplastic transformation and complications such as intussusception. We aimed to analyze the associations of polyp characteristics in children and adolescents with colorectal polyps. Based on these findings, we also aimed to reevaluate the necessity of conducting a full colonoscopy. METHODS Pediatric patients <18 years of age who had undergone a colonoscopic polypectomy and those with <5 colorectal polyps were included in this multicenter, retrospective study. Baseline clinicodemographics, colonoscopic and histologic findings were investigated. RESULTS A total of 91 patients were included. Multivariate logistic regression analysis showed that polyp size was the only factor associated with the presence of any polyps located proximal to the splenic flexure (odds ratio [OR], 2.25; 95% confidence interval [CI], 1.28 to 4.28; p=0.007). Furthermore, polyp location proximal to the splenic flexure and sessile morphology were associated with the presence of any adenomatous polyp (OR, 8.51; 95% CI, 1.43 to 68.65; p=0.023; OR, 18.41; 95% CI, 3.45 to 173.81; p=0.002, respectively). CONCLUSIONS In children and adolescents presenting with <5 colorectal polyps, polyp size and the presence of any adenomatous polyp were positively associated with polyp location proximal to the splenic flexure. This finding supports the necessity of a full colonoscopic exam in pediatric patients with colorectal polyps for the detection of polyps before the occurrence of complications such as intussusception or neoplastic transformation.
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Affiliation(s)
- Ju Young Kim
- Department of Pediatrics, Daejeon Eulji Medical Center, Eulji University, Daejeon, Korea
| | - Yu Bin Kim
- Department of Pediatrics, Ajou University School of Medicine, Suwon, Korea
| | - Sujin Choi
- Department of Pediatrics, School of Medicine, Kyungpook National University, Daegu, Korea
| | - Yoo Min Lee
- Department of Pediatrics, Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine, Bucheon, Korea
| | - Hyun Jin Kim
- Department of Pediatrics, Chungnam National University Hospital, Daejeon, Korea
| | - Soon Chul Kim
- Department of Pediatrics, Jeonbuk National University Hospital, Jeonbuk National University Medical School, Jeonju, Korea
| | - Hyo-Jeong Jang
- Department of Pediatrics, Keimyung University Dongsan Hospital, Keimyung University School of Medicine, Daegu, Korea
| | - So Yoon Choi
- Department of Pediatrics, Kosin University Gospel Hospital, Kosin University College of Medicine, Busan, Korea
| | - Dae Yong Yi
- Department of Pediatrics, Chung-Ang University Hospital, Chung-Ang University College of Medicine, Seoul, Korea
| | - Yoon Lee
- Department of Pediatrics, Korea University Anam Hospital, Seoul, Korea
| | - You Jin Choi
- Department of Pediatrics, Inje University Ilsan Paik Hospital, Goyang, Korea
| | - Yunkoo Kang
- Department of Pediatrics, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Kyung Jae Lee
- Department of Pediatrics, Hallym University College of Medicine, Chuncheon, Korea
| | - Suk Jin Hong
- Departments of Pediatrics, Daegu Catholic University School of Medicine, Daegu, Korea
| | - Jun Hyun Hwang
- Departments of Preventive Medicine, Daegu Catholic University School of Medicine, Daegu, Korea
| | - Sanggyu Kwak
- Departments of Medical Statistics, Daegu Catholic University School of Medicine, Daegu, Korea
| | - Byung-Ho Choe
- Department of Pediatrics, School of Medicine, Kyungpook National University, Daegu, Korea
| | - Ben Kang
- Department of Pediatrics, School of Medicine, Kyungpook National University, Daegu, Korea
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16
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Johnstone MS, Stoops R, Lynch G, Hay J, Jawny J, Sloan W, Edwards J, McSorley ST. Risk stratification for the detection of metachronous polyps after bowel screening polypectomy: clinical outcomes from the Integrated Technologies for Improved Polyp Surveillance (INCISE) study cohort. BJS Open 2023; 7:zrad034. [PMID: 37158435 PMCID: PMC10167706 DOI: 10.1093/bjsopen/zrad034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 01/30/2023] [Accepted: 02/26/2023] [Indexed: 05/10/2023] Open
Abstract
BACKGROUND After colorectal polypectomy, 20-50 per cent of patients develop metachronous polyps and some have increased colorectal cancer risk. British Society of Gastroenterology (BSG) 2020 guidelines recommend surveillance colonoscopy for high-risk patients based on index pathology. The aim of this study was to evaluate metachronous lesion outcome using BSG 2020 criteria. METHODS A retrospective, multicentred study was conducted including patients who had polypectomy during screening colonoscopy (2009-2016) followed by surveillance. Demographics, index pathology, and BSG 2020 risk criteria were compared with regard to metachronous lesion pathology (non-advanced versus advanced lesions) and timing of detection (early versus late). Advanced lesions were defined as adenomas/serrated polyps greater than or equal to 10 mm, high-grade dysplasia, serrated polyps with dysplasia, or colorectal cancer, and late lesions those detected greater than 2 years after the index procedure. RESULTS Of 3090 eligible patients, 2643 were included. Among these, retrospective BSG 2020 application would have excluded 51.5 per cent from surveillance. After a median of 36 months, the advanced polyp/colorectal cancer rate in BSG 2020 high-risk patients was 16.3 versus 13.0 per cent in low-risk patients. Older age (P = 0.008) correlated with advanced metachronous lesions. Male sex, greater than five polyps, and BSG 2020 high-risk criteria correlated with non-advanced and advanced lesions (P < 0.001). Older age (P < 0.001), villous features (P = 0.006), advanced index polyp (P = 0.020), and greater than five polyps (P < 0.001) correlated with early metachronous lesions. Male sex and BSG 2020 high-risk criteria correlated with early and late lesions (P < 0.001). On multivariable regression, increased polyp number (odds ratio (OR) 1.15 (95 per cent c.i. 1.07 to 1.25); P < 0.001) and villous features (OR 1.49 (95 per cent c.i. 1.05 to 2.10); P = 0.025) independently correlated with early advanced lesions. The rate of non-advanced and advanced metachronous polyps was higher in BSG 2020 high- versus low-risk patients (44.4 versus 35.4 per cent for non-advanced and 15.7 versus 11.8 per cent for advanced; P < 0.001), but the colorectal cancer rate was similar (0.6 versus 1.2 per cent). However, when examining only lesions detected greater than 2 years after the index colonoscopy in high- versus low-risk patients, no significant differences were observed (P = 0.140). CONCLUSION BSG 2020 criteria correlated with metachronous polyps, but did not differentiate advanced and non-advanced lesions and were not predictive of late lesions.
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Affiliation(s)
- Mark S Johnstone
- Academic Unit of Surgery, School of Medicine, University of Glasgow, Glasgow, UK
| | - Reiss Stoops
- Academic Unit of Surgery, School of Medicine, University of Glasgow, Glasgow, UK
| | - Gerard Lynch
- Wolfson Wohl Cancer Research Centre, School of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Jennifer Hay
- Glasgow Tissue Research Facility, School of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Jakub Jawny
- Department of Pathology, Queen Elizabeth University Hospital, Glasgow, UK
| | - William Sloan
- Research and Development, Queen Elizabeth University Hospital, Glasgow, UK
| | - Joanne Edwards
- Wolfson Wohl Cancer Research Centre, School of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Stephen T McSorley
- Academic Unit of Surgery, School of Medicine, University of Glasgow, Glasgow, UK
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Hussan H, Ali MR, Hussain SK, Lyo V, McLaughlin E, Chiang C, Thompson HJ. The impact of surgical weight loss procedures on the risk of metachronous colorectal neoplasia: the differential effect of surgery type, sex, and anatomic location. J Natl Cancer Inst Monogr 2023; 2023:77-83. [PMID: 37139983 PMCID: PMC10157775 DOI: 10.1093/jncimonographs/lgac029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 12/08/2022] [Accepted: 12/19/2022] [Indexed: 05/05/2023] Open
Abstract
Patients with prior colorectal polyps are at high risk for metachronous colorectal neoplasia, especially in the presence of obesity. We assessed the impact of 2 common bariatric surgeries, vertical sleeve gastrectomy and roux-n-Y gastric bypass, on the risk of colorectal neoplasia recurrence. This nationally representative analysis included 1183 postbariatric adults and 3193 propensity score-matched controls, who all had prior colonoscopy with polyps and polypectomy. Colorectal polyps reoccurred in 63.8% of bariatric surgery patients and 71.7% of controls at a mean follow-up of 53.1 months from prior colonoscopy. There was a reduced odds of colorectal polyp recurrence after bariatric surgery compared with controls (odds ratio [OR] = 0.70, 95% confidence interval [CI] = 0.58 to 0.83). This effect was most pronounced in men (OR = 0.58, 95% CI = 0.42 to 0.79), and post roux-n-Y gastric bypass (OR = 0.57, 95% CI = 0.41 to 0.79). However, the risk of rectal polyps or colorectal cancer remained consistent between groups. This study is the first to our knowledge to show a reduction in risk of polyp recurrence following bariatric surgery.
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Affiliation(s)
- Hisham Hussan
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of California Davis, Sacramento, CA, USA
| | - Mohamed R Ali
- Division of Foregut, Metabolic, General Surgery, Department of Surgery, University of California Davis, Sacramento, CA, USA
| | - Shehnaz K Hussain
- Department of Public Health Sciences, School of Medicine and Comprehensive Cancer Center, University of California, Davis, Davis, CA, USA
| | - Victoria Lyo
- Division of Foregut, Metabolic, General Surgery, Department of Surgery, University of California Davis, Sacramento, CA, USA
| | - Eric McLaughlin
- Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, USA
| | - ChienWei Chiang
- Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Henry J Thompson
- Cancer Prevention Laboratory, Colorado State University, Fort Collins, CO, USA
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18
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Ni W, Liu T, Liu Y, Lu L, Zhou B, Dai Y, Zhao H, Xu H, Ji G. Sijunzi decoction granules in the prevention and treatment of recurrence of colorectal adenoma: Study protocol for a multicenter, randomized, double-blind, placebo-controlled trial. Front Pharmacol 2023; 14:1175811. [PMID: 37089947 PMCID: PMC10113428 DOI: 10.3389/fphar.2023.1175811] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 03/29/2023] [Indexed: 04/08/2023] Open
Abstract
Background: The recurrence of colorectal adenomas (CRAs) after endoscopy predisposes patients to a risk of colorectal cancer. Guided by the traditional Chinese medicine (TCM), patients with colorectal diseases usually manifest with spleen deficiency syndrome (SDS) and are treated with Sijunzi decoction (SJZD). Therefore, this trial aims to explore the efficacy and safety of SJZD in the prevention and treatment of CRAs recurrence.Methods: SJZD on prevention and treatment of CRAs recurrence after resection: a multicenter, randomized, double-blind, placebo-controlled trial was designed. Patients who undergo polypectomy of CRAs will be recruited and randomized into a SJZD group and a placebo group in a 1:1 ratio. The intervention phase will be 12 months. The follow-up period will last 24 months. The primary outcome is the CRA recurrence rate after intervention. The secondary outcomes include the CRA recurrence rate at the second year post-polypectomy, the pathological type of adenoma and the alterations in SDS scores after intervention.Discussion: Previous clinical practice has observed the sound effect of SJZD in the context of gastrointestinal diseases. A number of experiments have also validated the active components in SJZD. This trial aims to provide tangible evidence for the usage of SJZD, hoping to reduce the recurrence of CRAs.
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Affiliation(s)
- Wenjing Ni
- Institute of Digestive Diseases, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Shanghai Frontier Research Center of Disease and Syndrome Biology of Inflammatory Cancer Transformation, Shanghai, China
| | - Tao Liu
- Institute of Digestive Diseases, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Yujing Liu
- Institute of Digestive Diseases, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Shanghai Frontier Research Center of Disease and Syndrome Biology of Inflammatory Cancer Transformation, Shanghai, China
| | - Lu Lu
- Institute of Digestive Diseases, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Shanghai Frontier Research Center of Disease and Syndrome Biology of Inflammatory Cancer Transformation, Shanghai, China
| | - Bingduo Zhou
- Department of Gastroenterology, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Yancheng Dai
- Department of Gastroenterology, Shanghai Traditional Chinese Medicine-Integrated Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Hang Zhao
- Department of Gastroenterology, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Hanchen Xu
- Institute of Digestive Diseases, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Shanghai Frontier Research Center of Disease and Syndrome Biology of Inflammatory Cancer Transformation, Shanghai, China
- *Correspondence: Hanchen Xu, ; Guang Ji,
| | - Guang Ji
- Institute of Digestive Diseases, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Shanghai Frontier Research Center of Disease and Syndrome Biology of Inflammatory Cancer Transformation, Shanghai, China
- *Correspondence: Hanchen Xu, ; Guang Ji,
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ELKarazle K, Raman V, Then P, Chua C. Detection of Colorectal Polyps from Colonoscopy Using Machine Learning: A Survey on Modern Techniques. SENSORS (BASEL, SWITZERLAND) 2023; 23:1225. [PMID: 36772263 PMCID: PMC9953705 DOI: 10.3390/s23031225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Revised: 01/08/2023] [Accepted: 01/17/2023] [Indexed: 06/18/2023]
Abstract
Given the increased interest in utilizing artificial intelligence as an assistive tool in the medical sector, colorectal polyp detection and classification using deep learning techniques has been an active area of research in recent years. The motivation for researching this topic is that physicians miss polyps from time to time due to fatigue and lack of experience carrying out the procedure. Unidentified polyps can cause further complications and ultimately lead to colorectal cancer (CRC), one of the leading causes of cancer mortality. Although various techniques have been presented recently, several key issues, such as the lack of enough training data, white light reflection, and blur affect the performance of such methods. This paper presents a survey on recently proposed methods for detecting polyps from colonoscopy. The survey covers benchmark dataset analysis, evaluation metrics, common challenges, standard methods of building polyp detectors and a review of the latest work in the literature. We conclude this paper by providing a precise analysis of the gaps and trends discovered in the reviewed literature for future work.
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Affiliation(s)
- Khaled ELKarazle
- School of Information and Communication Technologies, Swinburne University of Technology, Sarawak Campus, Kuching 93350, Malaysia
| | - Valliappan Raman
- Department of Artificial Intelligence and Data Science, Coimbatore Institute of Technology, Coimbatore 641014, India
| | - Patrick Then
- School of Information and Communication Technologies, Swinburne University of Technology, Sarawak Campus, Kuching 93350, Malaysia
| | - Caslon Chua
- Department of Computer Science and Software Engineering, Swinburne University of Technology, Melbourne 3122, Australia
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20
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Chang WY, Chiu HM. Beyond colonoscopy: Physical activity as a viable adjunct to prevent colorectal cancer. Dig Endosc 2023; 35:33-46. [PMID: 35694899 DOI: 10.1111/den.14377] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 06/09/2022] [Indexed: 01/17/2023]
Abstract
Colorectal cancer (CRC) is a common cancer with an increasing incidence worldwide. The implementation of a mass screening program has been proven effective in reducing the global burden of CRC, but its effectiveness is not ideal and some metabolic derangements and lifestyle factors were reported to be attributable for such a deficit. Implementing positive lifestyle intervention as primary prevention therefore becomes critical because colorectal carcinogenesis can be promoted by several lifestyle factors, such as a lack of physical activity. Herein, we review the current evidence on the association and possible mechanisms between physical activity and CRC carcinogenesis. In addition, since CRC prevention heavily relies on resection of precancerous polyps and subsequent surveillance by colonoscopy, this review will also explore the impact of physical activity on populations with different colorectal polyp risks and its potential adjunct role in altering surveillance outcomes.
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Affiliation(s)
- Wei-Yuan Chang
- Department of Internal Medicine, National Taiwan University Hospital Hsinchu Branch, Hsinchu, Taiwan
| | - Han-Mo Chiu
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
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21
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Factors Predicting Malignant Occurrence and Polyp Recurrence after the Endoscopic Resection of Large Colorectal Polyps: A Single Center Experience. MEDICINA (KAUNAS, LITHUANIA) 2022; 58:medicina58101440. [PMID: 36295600 PMCID: PMC9611189 DOI: 10.3390/medicina58101440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 10/05/2022] [Accepted: 10/08/2022] [Indexed: 12/24/2022]
Abstract
Background: The aim of this study was to identify risk factors contributing to the malignancy of colorectal polyps, as well as risk factors for recurrence after the successful endoscopic mucosal resection of large colorectal polyps in a referral center. Materials and Methods: This retrospective cohort study was performed in patients diagnosed with large (≥20 mm diameter) colorectal polyps and treated in the period from January 2014 to December 2019 at the University Hospital Medical Center Bezanijska Kosa, Belgrade, Serbia. Based on the endoscopic evaluation and classification of polyps, the following procedures were performed: en bloc resection, piecemeal resection or surgical treatment. Results: A total of 472 patients with large colorectal polyps were included in the study. The majority of the study population were male (62.9%), with a mean age of 65.7 ± 10.8 years. The majority of patients had one polyp (73.7%) less than 40 mm in size (74.6%) sessile morphology (46.4%), type IIA polyps (88.2%) or polyps localized in the descending colon (52.5%). The accessibility of the polyp was complicated in 17.4% of patients. En bloc resection was successfully performed in 61.0% of the patients, while the rate of piecemeal resection was 26.1%. Due to incomplete endoscopic resection, surgery was performed in 5.1% of the patients, while 7.8% of the patients were referred to surgery directly. Hematochezia (p = 0.001), type IIB polyps (p < 0.001) and complicated polyp accessibility (p = 0.002) were significant independent predictors of carcinoma presence in a multivariate logistic regression analysis. Out of the 472 patients enrolled in the study, 364 were followed after endoscopic resection for colorectal polyp recurrence, which was observed in 30 patients (8.2%) during follow-up. Piecemeal resection (p = 0.048) and incomplete resection success (p = 0.013) were significant independent predictors of polyp recurrence in the multivariate logistic regression analysis. Conclusions: Whenever an endoscopist encounters a complex colorectal lesion (i.e., a polyp with complicated accessibility), polyp size > 40 mm, the Laterally Spreading Tumor nongranular (LST-NG) morphological type, type IIB polyps or the presence of hematochezia, malignancy risk should be considered before making the decision to either resect, refer to an advanced endoscopist or perform surgery.
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Du JY, Huang GY, Xie YC, Li NX, Lin ZW, Zhang L. High levels of triglycerides, apolipoprotein B, and the number of colorectal polyps are risk factors for colorectal polyp recurrence after endoscopic resection: a retrospective study. J Gastrointest Oncol 2022; 13:1753-1760. [PMID: 36092331 PMCID: PMC9459209 DOI: 10.21037/jgo-22-491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Accepted: 07/12/2022] [Indexed: 11/06/2022] Open
Abstract
Background The recurrence of polyps after endoscopic treatment is a difficult problem and there may be an association between blood lipid levels and colorectal polyps, but this is controversial and the aim of this study is to explore the risk factors for colorectal polyp recurrence. Methods A total of 357 patients who underwent intestinal polypectomy from January 1, 2019 to June 1, 2020 in Sichuan Provincial People's Hospital were included in this retrospective study to analyze the potential association between blood indices and recurrence risk. Polyp recurrence was defined as the detection of 1 or more polyps at any time after polypectomy, regardless of site. Follow-up was performed through the electronic medical record system. Patients' age, gender, tobacco and alcohol liking, duration of follow-up, body mass index (BMI), polyp size, number, type of pathology, and lipid profiles (triglycerides, cholesterol, apolipoprotein B, and apolipoprotein A) were collected. Results Triglycerides (1.54±0.95 vs. 1.25±1.01, P=0.036) and apolipoprotein B (0.87±0.26 vs. 0.79±0.16 mL, P=0.001) were significantly different in both the recurrence and non-recurrence groups. Binary logistic regression identified 3 independent risk factors for recurrence: triglycerides [odds ratio (OR): 1.763, 95% confidence interval (CI): 1.003 to 3.098, P=0.049], apolipoprotein B (OR: 5.438, 95% CI: 1.411 to 20.961, P=0.014), and the number of polyps (OR: 2.540, 95% CI: 1.649 to 3.911, P<0.001). Conclusions High levels of triglycerides, apolipoprotein B, and the number of colorectal polyps are risk factors for colorectal polyp recurrence after endoscopic resection. Therefore, for patients at high risk of polyp recurrence, we recommend aggressive control of triglyceride and apolipoprotein B levels.
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Affiliation(s)
- Jia-Yu Du
- School of Clinical Medicine, Chengdu Medical College, Chengdu, China
| | - Gui-Ying Huang
- School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Yong-Chun Xie
- School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Nan-Xi Li
- School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Zhi-Wei Lin
- School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Li Zhang
- Department of Elderly Digestive, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, Chengdu, China
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23
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Colak Y, Hasan B, Hassaballa W, Ur Rashid M, Strassmann V, DaSilva G, Wexner SD, Erim T. Risk factors for local recurrence of large gastrointestinal lesions after endoscopic mucosal resection. Tech Coloproctol 2022; 26:545-550. [DOI: 10.1007/s10151-022-02623-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2021] [Accepted: 04/18/2022] [Indexed: 10/18/2022]
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Zhang M, Lin H, Hu J, Jing XX, Qin LL. The value of colorectal filling contrast ultrasonography in diagnosing pediatric juvenile polyps. JOURNAL OF CLINICAL ULTRASOUND : JCU 2022; 50:564-572. [PMID: 35318682 DOI: 10.1002/jcu.23198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Revised: 02/13/2022] [Accepted: 02/14/2022] [Indexed: 06/14/2023]
Abstract
OBJECTIVES To describe a facilitated procedure of colorectal filling contrast ultrasonography (CFCUS) and explore its value in the diagnosis of pediatric juvenile polyps. METHODS One hundred and eleven children with clinical signs of colorectal polyps admitted to our hospital between May 2018 and May 2021 were retrospectively reviewed. All children underwent conventional transabdominal ultrasonography (CTUS) and CFCUS prior to undergoing colonoscopy. Pathologic findings were used as the gold standard. Chi-squared tests and Mann-Whitney U tests were used for the statistical analysis. RESULTS Forty-five children with fifty-two colorectal polyps were confirmed via pathological examination. The sensitivity, specificity, positive predictive value, and negative predictive value of CFCUS vs. CTUS were 92.3% versus 80.7%, 100% versus 100%, 100% versus 100%, and 93.3% versus 84.8%, respectively. The missed polyps were significantly smaller than the polyps detected in diameter (7.50 ± 2.12 mm vs. 19.62 ± 7.89 mm, p < 0.0001) by CTUS. A significant difference between CTUS and CFCUS was observed in the detection rate of polyps with a diameter < 1 cm (p = 0.031) and pedicles (p < 0.001). The kappa values for the assessment of Yamada's classification between CTUS and colonoscopy and CFCUS and colonoscopy were 0.51 and 0.84, respectively. Moreover, CFCUS incidentally revealed a punctate hyperechoic area on the surface of colonic polyps in six cases, which may be suggestive of a correlation with erosion and bleeding findings. CONCLUSION CFCUS can increase the detection rate of polyps and pedicles, especially polyps with diameters <1 cm, and accurately evaluate Yamada's classification, providing useful preoperative information for colonoscopy.
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Affiliation(s)
- Min Zhang
- Department of Ultrasound, Hainan General Hospital (Hainan Affiliated Hospital of Hainan Medical University), Haikou, China
| | - Hai Lin
- Department of Pediatric Surgery, Hainan General Hospital (Hainan Affiliated Hospital of Hainan Medical University), Haikou, China
| | - Jie Hu
- Department of Ultrasound, Hainan General Hospital (Hainan Affiliated Hospital of Hainan Medical University), Haikou, China
| | - Xiang Xiang Jing
- Department of Ultrasound, Hainan General Hospital (Hainan Affiliated Hospital of Hainan Medical University), Haikou, China
| | - Ling Ling Qin
- Department of Ultrasound, Hainan General Hospital (Hainan Affiliated Hospital of Hainan Medical University), Haikou, China
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Sninsky JA, Shore BM, Lupu GV, Crockett SD. Risk Factors for Colorectal Polyps and Cancer. Gastrointest Endosc Clin N Am 2022; 32:195-213. [PMID: 35361331 DOI: 10.1016/j.giec.2021.12.008] [Citation(s) in RCA: 77] [Impact Index Per Article: 25.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Colorectal cancer (CRC) is a common malignancy in the U.S. and worldwide. Most CRC cases arise from precancerous adenomatous and serrated polyps. Established risk factors for conventional adenomas and CRC include age, male sex, family history, obesity and physical inactivity, and red meat intake. White race and tobacco and alcohol use are important risk factors for serrated polyps, which have a distinct risk factor profile compared to conventional adenomas. A history of abdominopelvic radiation, acromegaly, hereditary hemochromatosis, or prior ureterosigmoidostomy also increases CRC risk. Understanding these risk factors allows for targeted screening of high-risk groups to reduce CRC incidence.
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Affiliation(s)
- Jared A Sninsky
- Division of Gastroenterology and Hepatology, University of North Carolina School of Medicine, CB 7080, 130 Mason Farm Road, Chapel Hill, NC 27599-7555, USA
| | - Brandon M Shore
- Department of Medicine, University of North Carolina School of Medicine, CB 7080, 130 Mason Farm Road, Chapel Hill, NC 27599-7555, USA
| | - Gabriel V Lupu
- Department of Medicine, University of North Carolina School of Medicine, CB 7080, 130 Mason Farm Road, Chapel Hill, NC 27599-7555, USA
| | - Seth D Crockett
- Division of Gastroenterology and Hepatology, University of North Carolina School of Medicine, CB 7080, 130 Mason Farm Road, Chapel Hill, NC 27599-7555, USA.
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Patient Selection, Risks, and Long-Term Outcomes Associated with Colorectal Polyp Resection. Gastrointest Endosc Clin N Am 2022; 32:351-370. [PMID: 35361340 DOI: 10.1016/j.giec.2021.12.011] [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: 02/04/2023]
Abstract
The 2 most significant complications of colonoscopy with polypectomy are bleeding and perforation. Although the incidence rates are generally low (<1%), these can be avoided by recognizing pertinent risk factors, which can be patient, polyp, and technique/device related. Endoscopists should be equipped to manage bleeding and perforation. Currently available devices and techniques to achieve hemostasis and manage colon perforations are reviewed.
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Chi Z, Lin Y, Huang J, Lv MY, Chen J, Chen X, Zhang B, Chen Y, Hu J, He X, Lan P. Risk factors for recurrence of colorectal conventional adenoma and serrated polyp. Gastroenterol Rep (Oxf) 2021; 10:goab038. [PMID: 35382162 PMCID: PMC8972988 DOI: 10.1093/gastro/goab038] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Revised: 05/07/2021] [Accepted: 05/21/2021] [Indexed: 12/29/2022] Open
Abstract
Background Removal of colorectal polyps during screening could reduce the incidence of colorectal cancer (CRC). However, there is a lack of data on risk factors associated with recurrence of polyps, including conventional adenomas and serrated polyps (SPs). This study aimed to determine risk factors for recurrence of colorectal polyps and their subtypes based on the characteristics of the patients and polyps. Methods A total of 1,165 patients diagnosed with conventional adenoma or SP in the Sixth Affiliated Hospital of Sun Yat-sen University between January 2013 and December 2019 were enrolled in this study, including 668 cases with conventional adenomas, 385 with SPs, and 112 with coexistence of adenomas and SPs. Univariate analysis and multivariate logistic regression were used to identify potential risk factors for polyp recurrence. A nomogram was established according to risk factors and the performance was evaluated using calibration plots. Results During a median follow-up of 24 months, recurrent polyps were observed in 531 (45.6%) cases. Male, age ≥50 years, body mass index (BMI) ≥24 kg/m2, at least three polyps, smoking, alcohol consumption, family history of polyps, and family history of CRC were independent risk factors for polyp recurrence. The Harrell’s C-index of the nomogram developed with these parameters was 0.69 and the calibration plots showed good agreement between actual polyp recurrence and nomogram-predicted recurrence probability. In the subtype analyses, conventional adenomas had the same risk factors for recurrence as all polyps, while smoking, alcohol consumption, family history of polyps, and family history of CRC were not risk factors for SP recurrence. Conclusions We identified several risk factors for recurrence of colorectal polyps and found that some of them could increase the risk of adenoma recurrence but not SP recurrence, including smoking, alcohol consumption, and family history of polyps/CRC, which might help us to understand different etiology and biology between conventional adenomas and SPs.
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Affiliation(s)
- Zengjie Chi
- Department of Colorectal Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangdong Institute of Gastroenterology, the Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Yanyun Lin
- Department of Colorectal Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangdong Institute of Gastroenterology, the Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Juanni Huang
- Department of Geriatrics, The First Affiliated Hospital, Guangzhou Medical University, Guangzhou, Guangdong, P. R. China
| | - Min-Yi Lv
- Department of Colorectal Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangdong Institute of Gastroenterology, the Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Junguo Chen
- Department of Colorectal Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangdong Institute of Gastroenterology, the Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Xijie Chen
- Department of Colorectal Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangdong Institute of Gastroenterology, the Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Bin Zhang
- Department of Colorectal Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangdong Institute of Gastroenterology, the Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Yufeng Chen
- Department of Colorectal Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangdong Institute of Gastroenterology, the Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Jiancong Hu
- Department of Colorectal Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangdong Institute of Gastroenterology, the Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Xiaosheng He
- Department of Colorectal Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangdong Institute of Gastroenterology, the Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Ping Lan
- Department of Colorectal Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangdong Institute of Gastroenterology, the Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
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Ren JF, Feng P, Zhang QS, Jing DD. Correlation between Helicobacter pylori infection and recurrence of colorectal adenoma. Shijie Huaren Xiaohua Zazhi 2021; 29:952-959. [DOI: 10.11569/wcjd.v29.i16.952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Affiliation(s)
- Jian-Feng Ren
- Department of Gastroenterology, Shanghai Fourth People's Hospital, School of Medicine, Tongji University, Shanghai 200434, China
| | - Ping Feng
- Department of Gastroenterology, Shanghai Fourth People's Hospital, School of Medicine, Tongji University, Shanghai 200434, China
| | - Qi-Sheng Zhang
- Department of Gastroenterology, Shanghai Fourth People's Hospital, School of Medicine, Tongji University, Shanghai 200434, China
| | - Da-Dao Jing
- Department of Gastroenterology, Shanghai General Hospital, Shanghai Jiaotong University School of Medicine, Shanghai 200080, China
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Johnstone MS, Lynch G, Park J, McSorley S, Edwards J. Novel Methods of Risk Stratifying Patients for Metachronous, Pre-Malignant Colorectal Polyps: A Systematic Review. Crit Rev Oncol Hematol 2021; 164:103421. [PMID: 34246774 DOI: 10.1016/j.critrevonc.2021.103421] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 06/29/2021] [Accepted: 06/29/2021] [Indexed: 02/07/2023] Open
Abstract
INTRODUCTION Despite conventional measures of future polyp risk (histology, dysplasia, size, number), surveillance places a burden on patients and colonoscopy services. We aimed to review novel risk stratification techniques. METHODS A systematic literature review was performed for studies using genomics, transcriptomics, IHC or microbiome as markers of metachronous polyp risk. RESULTS 4165 papers underwent title, 303 abstract and 215 full paper review. 25 papers were included. 49 mutations/ SNPs/ haplotypes in 23 genes/ chromosomal regions (KRAS, APC, EGFR, COX1/2, IL23R, DRD2, CYP2C9/24A1/7A1, UGT1A6, ODC, ALOX12/15, PGDH, SRC, IGSF5, KCNS3, EPHB1/ KY, FAM188b, 3p24.1, 9q33.2, 13q33.2) correlated with metachronous adenoma / advanced adenoma risk. Expression levels of 6 proteins correlated with metachronous adenoma (p53, β-catenin, COX2, Adnab-9, ALDH1A1) or sessile serrated polyp (ANXA10) risk. CONCLUSION Although genomic and IHC markers correlated with metachronous polyp risk, it seems likely that a panel of novel markers will be required to refine this risk.
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Affiliation(s)
- Mark S Johnstone
- Academic Unit of Surgery, School of Medicine, University of Glasgow, United Kingdom.
| | - Gerard Lynch
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, United Kingdom
| | - James Park
- Academic Unit of Surgery, School of Medicine, University of Glasgow, United Kingdom
| | - Stephen McSorley
- Academic Unit of Surgery, School of Medicine, University of Glasgow, United Kingdom
| | - Joanne Edwards
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, United Kingdom
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SEARCH FOR DIAGNOSTIC RELATIONSHIPS IN PATIENTS WITH IRRITABLE BOWEL SYNDROME AND COLORECTAL POLYPS. WORLD OF MEDICINE AND BIOLOGY 2021. [DOI: 10.26724/2079-8334-2021-1-75-74-78] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
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Liu B, Wen P, Gu X, Weng R, Liu S. Elevated serum triglyceride predicts recurrence of colorectal polyps in patients with advanced adenomas. Lipids Health Dis 2020; 19:211. [PMID: 32967679 PMCID: PMC7513493 DOI: 10.1186/s12944-020-01388-3] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Accepted: 09/15/2020] [Indexed: 12/19/2022] Open
Abstract
Background Recurrence of colorectal polyps is common and impacted by various factors. This study was performed to explore the association between lipid profiles and recurrence of colorectal polyps. Methods This study retrospectively analyzed the lipid profiles of 435 patients who underwent colonoscopy with removal of colorectal polyps and assessed recurrence of polyps by follow-up colonoscopy. Multivariate regression logistic analysis was used to evaluate the association between lipid profiles and polyp recurrence. Results During the 1.5-year follow-up, recurrence of colorectal polyps was observed in 135 of 435 patients (30.34%). Patients with recurrent polyps showed a higher level of triglycerides (P = 0.006) and lower levels of high-density lipoprotein cholesterol (P = 0.008) and apolipoprotein A1 (P = 0.033). The multivariate regression logistic model suggested that an elevated triglyceride level was an independent risk factor for polyp recurrence (odds ratio, 1.55; 95% confidence interval, 1.02–2.35; P = 0.039) in patients with advanced adenoma. Conclusions Lipid profiles are associated with recurrence of colorectal polyps. An elevated triglyceride level is an independent risk predictor of polyp recurrence in patients with advanced adenoma.
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Affiliation(s)
- Boying Liu
- Department of Gastroenterology, Meizhou People's Hospital (Huangtang Hospital), Meizhou Hospital Affiliated to Sun Yat-sen University, No. 63 Huangtang Road, Meijiang District, Meizhou, 514031, P. R. China
| | - Pingwu Wen
- Department of Gastroenterology, Meizhou People's Hospital (Huangtang Hospital), Meizhou Hospital Affiliated to Sun Yat-sen University, No. 63 Huangtang Road, Meijiang District, Meizhou, 514031, P. R. China
| | - Xiaodong Gu
- Research Experimental Center, Meizhou People's Hospital (Huangtang Hospital), Meizhou Hospital Affiliated to Sun Yat-sen University, No. 63 Huangtang Road, Meijiang District, Meizhou, 514031, P. R. China
| | - Ruiqiang Weng
- Research Experimental Center, Meizhou People's Hospital (Huangtang Hospital), Meizhou Hospital Affiliated to Sun Yat-sen University, No. 63 Huangtang Road, Meijiang District, Meizhou, 514031, P. R. China
| | - Sudong Liu
- Research Experimental Center, Meizhou People's Hospital (Huangtang Hospital), Meizhou Hospital Affiliated to Sun Yat-sen University, No. 63 Huangtang Road, Meijiang District, Meizhou, 514031, P. R. China. .,Guangdong Provincial Key Laboratory of Precision Medicine and Clinical Translational Research of Hakka Population, No. 63 Huangtang Road, Meijiang District, Meizhou, 514031, P. R. China.
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Hu D, Zhang B, Yu M, Shi W, Zhang L. Identification of prognostic biomarkers and drug target prediction for colon cancer according to a competitive endogenous RNA network. Mol Med Rep 2020; 22:620-632. [PMID: 32468035 PMCID: PMC7339803 DOI: 10.3892/mmr.2020.11171] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2019] [Accepted: 04/09/2020] [Indexed: 02/06/2023] Open
Abstract
Colorectal cancer is one of the commoner digestive tract malignant tumor types, and its incidence and mortality rate are high. Accumulating evidence indicates that long‑chain non‑coding RNAs (lncRNAs) and protein‑coding RNAs interact with each other by competing with the same micro(mi)RNA response element (MREs) and serve an important role in the regulation of gene expression in a variety of tumor types. However, the regulatory mechanism and prognostic role of lncRNA‑mediated competing endogenous (ce)RNA networks in colon cancer have yet to be elucidated. The expression profiles of mRNAs, lncRNAs and miRNAs from 471 colon cancer and 41 paracancerous tissue samples were downloaded from The Cancer Genome Atlas database. A lncRNA‑miRNA‑mRNA ceRNA network in colon cancer was constructed and comprised 17 hub lncRNAs, 87 hub miRNA and 144 hub mRNAs. The topological properties of the network were analyzed, and the random walk algorithm was used to identify the nodes significantly associated with colon cancer. Survival analysis using the UALCAN database indicated that 2/17 lncRNAs identified [metastasis‑associated lung adenocarcinoma transcript (MALAT1) and maternally expressed gene 3 (MEG3)] and 5/144 mRNAs [FES upstream region (FURIN), nuclear factor of activated T‑cells 5 (NFAT5), RNA Binding Motif Protein 12B (RBM12B), Ras related GTP binding A (RRAGA) and WD repeat domain phosphoinositide‑interacting protein 2 (WIPI2)] were significantly associated with the overall survival of patients with colon cancer, and may therefore be used as potential prognostic biomarkers of colon cancer. According to extracted lncRNA‑miRNA‑mRNA interaction pairs, the GSE26334 dataset was used to confirm that the lncRNA MALAT1/miR‑129‑5p/NFAT5 axis may represent a novel regulatory mechanism concerning the progression of colon cancer. The clusterProfiler package was used to analyze Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways in colon cancer. Finally, drugs that significantly interact with the core genes identified in colon cancer were predicted using a hypergeometric test. Of these, fostamatinib was identified to be a targeted drug for colon cancer therapy. The present findings provide a novel perspective for improved understanding of the lncRNA‑associated ceRNA network and may facilitate the development of novel targeted therapeutics in colon cancer.
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Affiliation(s)
- Daojun Hu
- Department of Clinical Laboratory, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Chongming Branch, Shanghai 202150, P.R. China
| | - Boke Zhang
- Department of Clinical Laboratory, The First Affiliated Hospital, Anhui University of Traditional Chinese Medicine, Hefei, Anhui 230031, P.R. China
| | - Miao Yu
- Department of Clinical Laboratory, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Chongming Branch, Shanghai 202150, P.R. China
| | - Wenjie Shi
- Department of Gynecology, Pius-Hospital of University Medicine Oldenburg, D-26121 Oldenburg, Germany
| | - Li Zhang
- Department of Clinical Laboratory, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Chongming Branch, Shanghai 202150, P.R. China
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