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Machine learning in colorectal polyp surveillance:A paradigm shift in post-endoscopic mucosal resection follow-up
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作者 Vasily Isakov 《World Journal of Gastroenterology》 2025年第19期1-9,共9页
Colorectal cancer remains a major health concern,with colorectal polyps as key precursors.Endoscopic mucosal resection(EMR)is a common treatment,but recurrence rates remain high.Traditional surveillance strategies rel... Colorectal cancer remains a major health concern,with colorectal polyps as key precursors.Endoscopic mucosal resection(EMR)is a common treatment,but recurrence rates remain high.Traditional surveillance strategies rely on polyp characteristics and completeness of the resection potentially missing key risk factors.Machine learning(ML)offers a transformative approach by integrating patient-specific data to refine risk stratification.Recent studies highlight ML models,such as Extreme Gradient Boosting,which outperform conventional methods in predicting polyp recurrence within one-year post-EMR.These models incorporate factors like age,smoking status,family history,and pathology,optimizing follow-up recommendations and minimizing unnecessary procedures.Artificial intelligence(AI)-driven tools and web-based calculators enhance clinical workflow by providing real-time,personalized risk assessments.However,challenges remain in external validation,model interpretability,and clinical integration.Future surveillance strategies should combine expert judgment with AI insights to optimize patient outcomes.As gastroenterology embraces AI,MLdriven surveillance represents a paradigm shift,advancing precision medicine in colorectal polyp management.This editorial explores AI’s role in transforming post-EMR follow-up,addressing benefits,limitations,and future directions. 展开更多
关键词 colorectal polyps Endoscopic mucosal resection colorectal polyp recurrence Machine learning Artificial intelligence Recurrence risk assessment Surveillance strategies
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Characteristics of gut microbiota dysbiosis in patients with colorectal polyps
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作者 Xian-Rong Wu Xiao-Hong He Yong-Fang Xie 《World Journal of Gastrointestinal Oncology》 SCIE 2025年第1期13-21,共9页
This editorial,inspired by a recent study published in the World Journal of Gastrointestinal Oncology,covers the research findings on microbiota changes in various diseases.In recurrent colorectal polyps,the abundance... This editorial,inspired by a recent study published in the World Journal of Gastrointestinal Oncology,covers the research findings on microbiota changes in various diseases.In recurrent colorectal polyps,the abundances of Klebsiella,Parvimonas,and Clostridium increase,while those of Bifidobacterium and Lactoba-cillus decrease.This dysbiosis may promote the formation and recurrence of polyps.Similar microbial changes have also been observed in colorectal cancer,inflammatory bowel disease,autism spectrum disorder,and metabolic syndrome,indicating the role of increased pathogens and decreased probiotics in these conditions.Regulating the gut microbiota,particularly by increasing probiotic levels,may help prevent polyp recurrence and promote gut health.This microbial intervention strategy holds promise as an adjunctive treatment for patients with colorectal polyps. 展开更多
关键词 Recurrent colorectal polyps Gut microbiota dysbiosis KLEBSIELLA PROBIOTICS Intestinal inflammation Microbial intervention strategy
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Risk factors and clinical prediction models for short-term recurrence after endoscopic surgery in patients with colorectal polyps
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作者 Meng Zhang Rui Yin +3 位作者 Jie Ying Guan-Qi Liu Ping Wang Jian-Xin Ge 《World Journal of Gastrointestinal Surgery》 2025年第8期255-266,共12页
BACKGROUND Colorectal polyps(CPs)are important precursor lesions of colorectal cancer,and endoscopic surgery remains the primary treatment option.However,the shortterm recurrence rate post-surgery is high,and the risk... BACKGROUND Colorectal polyps(CPs)are important precursor lesions of colorectal cancer,and endoscopic surgery remains the primary treatment option.However,the shortterm recurrence rate post-surgery is high,and the risk factors for recurrence remain unknown.AIM To comprehensively explore risk factors for short-term recurrence of CPs after endoscopic surgery and develop a nomogram prediction model.METHODS Overall,362 patients who underwent endoscopic polypectomy between January 2022 and January 2024 at Nanjing Jiangbei Hospital were included.We screened basic demographic data,clinical and polyp characteristics,surgery-related information,and independent risk factors for CPs recurrence using univariate and multivariate logistic regression analyses.The multivariate analysis results were used to construct a nomogram prediction model,internally validated using Bootstrapping,with performance evaluated using area under the curve(AUC),calibration curve,and decision curve analysis.RESULTS CP re-occurred in 166(45.86%)of the 362 patients within 1 year post-surgery.Multivariate logistic regression analysis showed that age(OR=1.04,P=0.002),alcohol consumption(OR=2.07,P=0.012),Helicobacter pylori infection(OR=2.34,P<0.001),polyp number>2(OR=1.98,P=0.005),sessile polyps(OR=2.10,P=0.006),and adenomatous pathological type(OR=3.02,P<0.001)were independent risk factors for post-surgery recurrence.The nomogram prediction model showed good discriminatory(AUC=0.73)and calibrating power,and decision curve analysis showed that the model had good clinical benefit at risk probabilities>20%.CONCLUSION We identified multiple independent risk factors for short-term recurrence after endoscopic surgery.The nomogram prediction model showed a certain degree of differentiation,calibration,and potential clinical applicability. 展开更多
关键词 colorectal polyps Endoscopic surgery RECURRENCE Risk factors Prediction models SHORT-TERM
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Scarred and complex colorectal polyps:Traditional techniques and emerging alternatives
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作者 Ahmed Tawheed Mohamed Mahmoud Hafez +1 位作者 Alaa Ismail Ahmad Madkour 《World Journal of Methodology》 2025年第4期117-130,共14页
Colorectal polyps remain a significant health concern because they can develop into cancer.Therefore,accurate assessment and diagnosis of polyps,along with appropriate treatment decisions,are crucial in preventing com... Colorectal polyps remain a significant health concern because they can develop into cancer.Therefore,accurate assessment and diagnosis of polyps,along with appropriate treatment decisions,are crucial in preventing complications or malignant transformation.Some polyps are classified as complex polyps,which means they fail to elevate due to a scar from a previously removed polyp or can be determined by a scoring system like the size/morphology/site/access score,which considers factors like site,morphology,size,and access.Management of complex colorectal polyps involves various options,including endoscopic and surgical approaches.Endoscopic mucosal resection(EMR)may be challenging in scarred polyps,as inadequate lifting can result in incomplete resection or recurrence.As a more advanced alternative,endoscopic submucosal dissection(ESD)is suitable for larger lesions,enabling en-bloc resection even in complex cases with EMR.However,ESD requires expertise and is more time-consuming than EMR,often necessitating hospitalization due to its complexity.Endoscopic full-thickness resection could be a viable alternative for managing scarred polyps.Endoscopic powered resection,either alone or in combination with other modalities,can also be used to achieve less extensive resection.Managing complications during the procedure or post-procedurally is equally important,as bleeding or perforations can be fatal.Careful patient selection based on individual profiles and risk factors,along with the identification of any signs of malignancy,is crucial before treatment to avoid negative post-treatment outcomes. 展开更多
关键词 colorectal polyps Scarred polyps RECURRENCE Endoscopic mucosal resection Endoscopic full-thickness resection Endoscopic powered resection EndoRotor
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Insights into a machine learning-based prediction model for colorectal polyp recurrence after endoscopic mucosal resection
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作者 Guang-Yao Li Lu-Lu Zhai 《World Journal of Gastroenterology》 2025年第31期130-132,共3页
In 2025,Shi et al constructed a model utilizing machine learning techniques to predict the one-year recurrence of colorectal polyps following endoscopic mucosal resection,showing excellent discriminatory performance w... In 2025,Shi et al constructed a model utilizing machine learning techniques to predict the one-year recurrence of colorectal polyps following endoscopic mucosal resection,showing excellent discriminatory performance with an area under the curve exceeding 0.90.However,limitations exist regarding its narrow temporal scope,potential overestimation due to feature collinearity and imputation opacity,and limited generalizability due to single-center derivation and validation.Moreover,no clear clinical implementation strategy was outlined.Prospective multicenter validation and integration of endoscopist variability,longitudinal outcome data,and deployment mechanisms are warranted to ensure broader applicability and clinical utility. 展开更多
关键词 colorectal polyp recurrence Endoscopic mucosal resection Machine learning Risk prediction Clinical implementation External validation
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Clinical implications of a machine learning model predicting colorectal polyp recurrence after endoscopic mucosal resection
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作者 Yoshinori Kagawa 《World Journal of Gastroenterology》 2025年第22期146-148,共3页
The machine learning model developed by Shi et al for predicting colorectal polyp recurrence after endoscopic mucosal resection represents a significant advancement in the field of clinical gastroenterology.By integra... The machine learning model developed by Shi et al for predicting colorectal polyp recurrence after endoscopic mucosal resection represents a significant advancement in the field of clinical gastroenterology.By integrating patient-specific factors,such as age,smoking history,and Helicobacter pylori infection,the eXtreme Gradient Boosting algorithm enables precise personalised colonoscopy follow-up planning and risk assessment.This predictive tool offers substantial benefits by optimising surveillance intervals and directing healthcare resources more efficiently toward high-risk individuals.However,real-world implementation requires consideration of the generalisability of our findings across diverse patient populations and clinician training backgrounds. 展开更多
关键词 colorectal polyps Machine learning Risk prediction Endoscopic mucosal resection Precision medicine
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Construction and validation of machine learning-based predictive model for colorectal polyp recurrence one year after endoscopic mucosal resection
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作者 Yi-Heng Shi Jun-Liang Liu +5 位作者 Cong-Cong Cheng Wen-Ling Li Han Sun Xi-Liang Zhou Hong Wei Su-Juan Fei 《World Journal of Gastroenterology》 2025年第11期46-62,共17页
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... 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 proce-dure 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 uni-variate 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. 展开更多
关键词 colorectal polyps Machine learning Predictive model Risk factors SHapley Additive exPlanation
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Association between lifestyle factors and disease progression in patients with colorectal polyps and early-stage cancer
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作者 Fang-Fang Lin Jun-Ting Ye +2 位作者 Xia-Yan Mao Xue-Juan Mao Hui-Hua Ye 《World Journal of Gastrointestinal Oncology》 2025年第8期277-285,共9页
BACKGROUNDColorectal cancer(CRC)typically progresses from benign colorectal polyps,whichrepresent a precursor to malignancy.Identifying the factors influencing thisprogression is crucial for early intervention and pre... BACKGROUNDColorectal cancer(CRC)typically progresses from benign colorectal polyps,whichrepresent a precursor to malignancy.Identifying the factors influencing thisprogression is crucial for early intervention and prevention.Although genetic andenvironmental factors have been widely studied,the role of lifestyle factors suchas physical activity,diet,smoking,sleep,and stress remains underexplored,especially in patients with early stage CRC or polyps.Recent evidence suggeststhat lifestyle behaviors may influence cancer progression by modulating inflammatorypathways,metabolic health,and immune function.For instance,highlevels of physical activity are linked to a reduced risk of CRC development,whereas poor dietary habits,smoking,and inadequate sleep have all beenimplicated in increased cancer risk and progression.Moreover,early-stage CRCpatients,who are often asymptomatic or have minimal symptoms,may particularlybenefit from lifestyle modifications to slow disease progression andimprove overall prognosis.The gap in understanding the specific influence ofthese lifestyle factors on colorectal polyps and early stage cancer progressionunderscores the need for comprehensive studies.By assessing several modifiablelifestyle factors and their association with disease progression,clinicians canidentify practical intervention points.These interventions could ultimately reducethe need for more aggressive treatments and improve the long-term outcomes inaffected patients.AIMTo investigate the association between lifestyle factors and disease progression inpatients with colorectal polyps and early stage cancer.METHODSIn this observational study conducted from January 2022 to December 2023,werecruited 120 patients with colorectal polyps or early stage cancer from Jiangshan People's Hospital.Lifestyle factors,including physical activity,dietary patterns,smoking status,sleep quality,andstress levels,were assessed using validated questionnaires.Disease progression was evaluated using standardizedfollow-up colonoscopies and pathological examinations.Cox proportional hazards models were used to analyzethe association between lifestyle factors and disease progression after adjusting for potential confounders.RESULTSDuring the median follow-up of 18.4 months,42(35.0%)patients experienced disease progression.High levels ofphysical activity were associated with reduced progression risk[adjusted hazard ratio(HR)0.55,95%confidenceinterval(CI):0.38-0.80,P=0.002]compared to low activity levels.High adherence to a healthy dietary patternshowed similar protective effects(adjusted HR 0.62,95%CI:0.43-0.89,P=0.009).Current smoking(adjusted HR1.92,95%CI:1.35-2.73,P<0.001)and poor sleep quality(adjusted HR 1.38,95%CI:1.05-1.82,P=0.021)wereassociated with increased progression risk.The impact of lifestyle factors was particularly pronounced in patientsyounger than 60 years and those with multiple polyps at baseline.CONCLUSIONThis study demonstrated significant associations between lifestyle factors and disease progression in colorectalpolyps and early stage cancer.Physical activity,dietary patterns,smoking status,and sleep quality have emergedas key modifiable factors influencing disease progression.These findings support the integration of lifestyleassessments and modifications in the clinical management of patients with colorectal neoplasia. 展开更多
关键词 colorectal polyps Disease progression Lifestyle factors Early stage cancer Health behavior
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Diagnostic value of artificial intelligence computer-assisted diagnosis (computer assisted-diagnosis eye function) for colorectal polyps
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作者 Hendra Asputra Hasan Maulahela +4 位作者 Achmad Fauzi Cleopas M Rumende Amanda Pitarini Nina Kemala Sari Hamzah Shatri 《Artificial Intelligence in Gastroenterology》 2025年第3期1-9,共9页
BACKGROUND The gold standard for colorectal polyp screening is currently colonoscopy,but the miss rate is still high and the adenoma detection rate and polyp detection rate are still low.The risk factors include the p... BACKGROUND The gold standard for colorectal polyp screening is currently colonoscopy,but the miss rate is still high and the adenoma detection rate and polyp detection rate are still low.The risk factors include the patient,operators,and the tools used.The use of artificial intelligence(AI)in colonoscopy has gained popularity by assisting endoscopists in the detection and characterization of polyps.AIM To evaluate the diagnostic performance of AI-assisted colonoscopy[computer assisted diagnosis(CAD)eye function]for colorectal polyp characterization.METHODS This study used a cross-sectional design conducted at the Gastrointestinal Endoscopy Center of Dr.Cipto Mangunkusumo Hospital in January-May 2024 on adult patients with suspected colorectal polyps.RESULTS A total of 60 patients with 100 polyps were involved in this study.Based on the results of the examination,it was found that the AI CAD eye function examination had a sensitivity of 79.17%,specificity of 75.00%,positive predictive value(PPV)of 89.06%,negative predictive value(NPV)of 58.33%,and accuracy of 78.00%.In polyps with diminutive size,sensitivity was 86.27%,specificity was 60.00%,PPV was 95.65%,NPV was 30.00%,and accuracy was 83.93%.Meanwhile,in polyps with non-diminutive size,sensitivity was 61.90%,specificity was 78.26%,PPV was 72.22%,NPV was 69.23%,and accuracy was 70.45%.In polyps on the left side of the colon,sensitivity was 78.85%,specificity was 81.25%,PPV was 93.18%,NPV was 54.17%,and accuracy was 79.41%.Meanwhile,in rightsided polyps the sensitivity was 80.00%,specificity was 66.67%,PPV was 80.00%,NPV was 66.67%,and accuracy was 75.00%.In sessile polyps the sensitivity was 81.54%,specificity was 50.00%,PPV was 91.38%,NPV was 29.41%,and accuracy was 77.33%.Meanwhile,in non-sessile polyps,the sensitivity was 57.14%,specificity was 88.89%,PPV was 66.67%,NPV was 84.21%,and accuracy was 80.00%.CONCLUSION AI CAD eye function examination had a high sensitivity value in diminutive,sessile polyps and right-sided polyps and a high specificity in non-diminutive,non-sessile polyps and left-sided polyps. 展开更多
关键词 Artificial intelligence Computer-assisted diagnosis eye function colorectal polyps Inflammatory bowel disease Artificial intelligence assisted
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Exploring the relationship between colorectal polyps and pulmonary nodules based on the theory of the lung and the large intestine being internally and externally connected
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作者 QU Tongshuo ZHANG Liping +1 位作者 ZHAO Yuqing ZHANG Huan 《Journal of Traditional Chinese Medicine》 2025年第3期685-692,共8页
OBJECTIVE:To explore the relationship between colorectal polyps and pulmonary nodules from the perspective of the lung and the large intestine being internally and externally connected,aiming to provide a theoretical ... OBJECTIVE:To explore the relationship between colorectal polyps and pulmonary nodules from the perspective of the lung and the large intestine being internally and externally connected,aiming to provide a theoretical basis for clinical diagnosis and treatment.METHODS:We retrospectively analyzed the data of patients who underwent electronic colonoscopy and were found to have colorectal polyps at the Gastrointestinal Endoscopy Center of Dongfang Hospital,Beijing University of Chinese Medicine,from January 1,2017,to December 31,2023.We also reviewed their lung CT results and used statistical software to analyze the recurrence,location,size,and pathology of colorectal polyps in relation to the presence,number,and size of pulmonary nodules.RESULTS:Both colorectal polyps and pulmonary nodules are more common in elderly males.Patients with recurrent colorectal polyps are more likely to have pulmonary nodules,which tend to be located in the left colon and are more likely to be adenomatous in nature;those without pulmonary nodules show no clear pattern in polyp distribution,with a tendency towards inflammatory and hyperplastic pathology;the data from this study suggests that the proportion of lung nodules larger than 0.5 cm in the recurrent group is higher than in the non-recurrent group,and the proportion of colorectal polyps larger than 1 cm in the recurrent group is also higher than in the non-recurrent group.CONCLUSION:There is a certain connection between the pathogenesis and treatment of colorectal polyps and pulmonary nodules.Cold,phlegm,dampness,blood stasis,and toxic coagulation are common pathogenic factors of the two diseases.Patients with larger colorectal polyps should be advised to undergo regular colonoscopy.Patients with recurrent polyps or those with left colon necrosis or cancer indicated by colonoscopy should be advised to complete lung related examinations to rule out the possibility of pulmonary nodules. 展开更多
关键词 lung and large intestine internally and externally connected colorectal polyps pulmonary nodules case characteristics
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Artificial intelligence for characterization of diminutive colorectal polyps:A feasibility study comparing two computer-aided diagnosis systems
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作者 Quirine Eunice Wennie van der Zander Ramon M Schreuder +9 位作者 Ayla Thijssen Carolus H J Kusters Nikoo Dehghani Thom Scheeve Bjorn Winkens Mirjam C M van der Ende-van Loon Peter H N de With Fons van der Sommen Ad A M Masclee Erik J Schoon 《Artificial Intelligence in Gastrointestinal Endoscopy》 2024年第1期11-22,共12页
BACKGROUND Artificial intelligence(AI)has potential in the optical diagnosis of colorectal polyps.AIM To evaluate the feasibility of the real-time use of the computer-aided diagnosis system(CADx)AI for ColoRectal Poly... BACKGROUND Artificial intelligence(AI)has potential in the optical diagnosis of colorectal polyps.AIM To evaluate the feasibility of the real-time use of the computer-aided diagnosis system(CADx)AI for ColoRectal Polyps(AI4CRP)for the optical diagnosis of diminutive colorectal polyps and to compare the performance with CAD EYE^(TM)(Fujifilm,Tokyo,Japan).CADx influence on the optical diagnosis of an expert endoscopist was also investigated.METHODS AI4CRP was developed in-house and CAD EYE was proprietary software provided by Fujifilm.Both CADxsystems exploit convolutional neural networks.Colorectal polyps were characterized as benign or premalignant and histopathology was used as gold standard.AI4CRP provided an objective assessment of its characterization by presenting a calibrated confidence characterization value(range 0.0-1.0).A predefined cut-off value of 0.6 was set with values<0.6 indicating benign and values≥0.6 indicating premalignant colorectal polyps.Low confidence characterizations were defined as values 40%around the cut-off value of 0.6(<0.36 and>0.76).Self-critical AI4CRP’s diagnostic performances excluded low confidence characterizations.RESULTS AI4CRP use was feasible and performed on 30 patients with 51 colorectal polyps.Self-critical AI4CRP,excluding 14 low confidence characterizations[27.5%(14/51)],had a diagnostic accuracy of 89.2%,sensitivity of 89.7%,and specificity of 87.5%,which was higher compared to AI4CRP.CAD EYE had a 83.7%diagnostic accuracy,74.2%sensitivity,and 100.0%specificity.Diagnostic performances of the endoscopist alone(before AI)increased nonsignificantly after reviewing the CADx characterizations of both AI4CRP and CAD EYE(AI-assisted endoscopist).Diagnostic performances of the AI-assisted endoscopist were higher compared to both CADx-systems,except for specificity for which CAD EYE performed best.CONCLUSION Real-time use of AI4CRP was feasible.Objective confidence values provided by a CADx is novel and self-critical AI4CRP showed higher diagnostic performances compared to AI4CRP. 展开更多
关键词 Artificial intelligence colorectal polyp characterization Computer aided diagnosis Diminutive colorectal polyps Optical diagnosis Self-critical artificial intelligence
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Relationship between Helicobacter pylori infection and colorectal polyp/colorectal cancer 被引量:3
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作者 Ying Liu Ding-Quan Yang +1 位作者 Jun-Nan Jiang Yan Jiao 《World Journal of Gastrointestinal Surgery》 SCIE 2024年第4期1008-1016,共9页
Helicobacter pylori(H.pylori)plays an important role in the development of gastric cancer,although its association to colorectal polyp(CP)or colorectal cancer(CRC)is unknown.In this issue of World Journal of Gastroint... Helicobacter pylori(H.pylori)plays an important role in the development of gastric cancer,although its association to colorectal polyp(CP)or colorectal cancer(CRC)is unknown.In this issue of World Journal of Gastrointestinal Surgery,Zhang et al investigated the risk factors for H.pylori infection after colon polyp resection.Importantly,the researchers used R software to create a prediction model for H.pylori infection based on their findings.This editorial gives an overview of the association between H.pylori and CP/CRC,including the clinical significance of H.pylori as an independent risk factor for CP/CRC,the underlying processes of H.pylori-associated carcinogenesis,and the possible risk factors and identification of H.pylori. 展开更多
关键词 Helicobacter pylori colorectal polyp colorectal cancer Risk factor
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Association between triglyceride-glucose index and colorectal polyps:A retrospective cross-sectional study 被引量:2
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作者 Ya-Jie Teng Ying-Xue Yang +5 位作者 Jing-Jing Yang Qiu-Yan Lu Jia-Yi Shi Jian-Hao Xu Jie Bao Qing-Hua Wang 《World Journal of Gastrointestinal Endoscopy》 2024年第2期55-63,共9页
BACKGROUND Colorectal polyps(CPs)are frequently occurring abnormal growths in the colorectum,and are a primary precursor of colorectal cancer(CRC).The triglyceride-glucose(TyG)index is a novel marker that assesses met... BACKGROUND Colorectal polyps(CPs)are frequently occurring abnormal growths in the colorectum,and are a primary precursor of colorectal cancer(CRC).The triglyceride-glucose(TyG)index is a novel marker that assesses metabolic health and insulin resistance,and has been linked to gastrointestinal cancers.AIM To investigate the potential association between the TyG index and CPs,as the relation between them has not been documented.METHODS A total of 2537 persons undergoing a routine health physical examination and colonoscopy at The First People's Hospital of Kunshan,Jiangsu Province,China,between January 2020 and December 2022 were included in this retrospective cross-sectional study.After excluding individuals who did not meet the eligibility criteria,descriptive statistics were used to compare characteristics between patients with and without CPs.Logistic regression analyses were conducted to determine the associations between the TyG index and the prevalence of CPs.The TyG index was calculated using the following formula:Ln[triglyceride(mg/dL)×glucose(mg/dL)/2].The presence and types of CPs was determined based on data from colonoscopy reports and pathology reports.RESULTS A nonlinear relation between the TyG index and the prevalence of CPs was identified,and exhibited a curvilinear pattern with a cut-off point of 2.31.A significant association was observed before the turning point,with an odds ratio(95% confidence interval)of 1.70(1.40,2.06),P<0.0001.However,the association between the TyG index and CPs was not significant after the cut-off point,with an odds ratio(95% confidence interval)of 0.57(0.27,1.23),P=0.1521.CONCLUSION Our study revealed a curvilinear association between the TyG index and CPs in Chinese individuals,suggesting its potential utility in developing colonoscopy screening strategies for preventing CRC. 展开更多
关键词 Triglyceride-glucose index colorectal polyps colorectal cancer Insulin resistance Cross-sectional study
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Characteristics and risk factor analyses of high-grade intraepithelial neoplasia in older patients with colorectal polyps 被引量:1
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作者 Xin Zhang Ying Wang +2 位作者 Tong Zhu Jian Ge Jun-Hua Yuan 《World Journal of Gastrointestinal Oncology》 SCIE 2024年第10期4129-4137,共9页
BACKGROUND According to the degree of intradermal neoplasia in the colorectal exhalation,it can be divided into two grades:Low-grade intraepithelial neoplasia(LGIN)and high-grade intraepithelial neoplasia(HGIN).Curren... BACKGROUND According to the degree of intradermal neoplasia in the colorectal exhalation,it can be divided into two grades:Low-grade intraepithelial neoplasia(LGIN)and high-grade intraepithelial neoplasia(HGIN).Currently,it is difficult to accurately diagnose LGIN and HGIN through imaging,and clinical diagnosis depends on postoperative histopathological diagnosis.A more accurate method for evaluating HGIN preoperatively is urgently needed in the surgical treatment and nursing intervention of colorectal polyps.AIM To explore the characteristics and risk factors of HGIN in older patients with colorectal polyps.METHODS We selected 84 older patients diagnosed with HGIN as the HGIN group(n=95 colonic polyps)and 112 older patients diagnosed with LGIN as the LGIN group(n=132 colonic polyps)from Shandong Provincial Hospital Affiliated to Shandong First Medical University.The endoscopic features,demographic characteristics,and clinical manifestations of the two patient groups were compared,and a logistic regression model was used to analyze the risk factors for HGIN in these patients.RESULTS The HGIN group was older and had a higher number of sigmoid colon polyps,rectal polyps,pedunculated polyps,polyps≥1.0 cm in size,polyps with surface congestion,polyps with surface depression,and polyps with villous/tubular adenomas,a higher proportion of patients with diabetes and a family history of colorectal cancer,patients who experienced rectal bleeding or occult blood,patients with elevated carcinoembryonic antigen(CEA)and cancer antigen 199(CA199),and lower nutritional levels and higher frailty levels.The polyp location(in the sigmoid colon or rectum),polyp diameter(≥1.0 cm),pathological diagnosis of(villous/tubular adenoma),family history of colorectal cancer,rectal bleeding or occult blood,elevated serum CEA and CA199 levels,lower nutritional levels and higher frailty levels also are independent risk factors for HGIN.CONCLUSION The occurrence of high-grade neoplastic transformation in colorectal polyps is closely associated with their location,size,villous/tubular characteristics,family history,elevated levels of tumor markers,and lower nutritional levels and higher frailty levels. 展开更多
关键词 ELDERLY colorectal polyps High-grade intraepithelial neoplasia Low-grade intraepithelial neoplasia Risk factors
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Transient elastography with controlled attenuation parameter for the diagnosis of colorectal polyps in patients with nonalcoholic fatty liver disease 被引量:1
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作者 Lan Wang Yan-Fei Li Li-Feng Dong 《World Journal of Clinical Cases》 SCIE 2024年第12期2050-2055,共6页
BACKGROUND The severity of nonalcoholic fatty liver disease(NAFLD)and lipid metabolism are related to the occurrence of colorectal polyps.Liver-controlled attenuation parameters(liver-CAPs)have been established to pre... BACKGROUND The severity of nonalcoholic fatty liver disease(NAFLD)and lipid metabolism are related to the occurrence of colorectal polyps.Liver-controlled attenuation parameters(liver-CAPs)have been established to predict the prognosis of hepatic steatosis patients.AIM To explore the risk factors associated with colorectal polyps in patients with NAFLD by analyzing liver-CAPs and establishing a diagnostic model.METHODS Patients who were diagnosed with colorectal polyps in the Department of Gastroenterology of our hospital between June 2021 and April 2022 composed the case group,and those with no important abnormalities composed the control group.The area under the receiver operating characteristic curve was used to predict the diagnostic efficiency.Differences were considered statistically significant when P<0.05.RESULTS The median triglyceride(TG)and liver-CAP in the case group were significantly greater than those in the control group(mmol/L,1.74 vs 1.05;dB/m,282 vs 254,P<0.05).TG and liver-CAP were found to be independent risk factors for colorectal polyps,with ORs of 2.338(95%CI:1.154–4.733)and 1.019(95%CI:1.006–1.033),respectively(P<0.05).And there was no difference in the diagnostic efficacy between liver-CAP and TG combined with liver-CAP(TG+CAP)(P>0.05).When the liver-CAP was greater than 291 dB/m,colorectal polyps were more likely to occur.CONCLUSION The levels of TG and liver-CAP in patients with colorectal polyps are significantly greater than those patients without polyps.Liver-CAP alone can be used to diagnose NAFLD with colorectal polyps. 展开更多
关键词 colorectal polyps Nonalcoholic fatty liver disease Liver-controlled attenuation parameter Liver fibroscan Diagnostic model
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Long-term outcomes after endoscopic removal of malignant colorectal polyps:Results from a 10-year cohort 被引量:1
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作者 Anna Fábián Renáta Bor +13 位作者 Béla Vasas Mónika Szűcs Tibor Tóth Zsófia Bősze Kata Judit Szántó Péter Bacsur Anita Bálint Bernadett Farkas Klaudia Farkas Ágnes Milassin Mariann Rutka Tamás Resál Tamás Molnár Zoltán Szepes 《World Journal of Gastrointestinal Endoscopy》 2024年第4期193-205,共13页
BACKGROUND Choosing an optimal post-polypectomy management strategy of malignant colorectal polyps is challenging,and evidence regarding a surveillance-only strategy is limited.AIM To evaluate long-term outcomes after... BACKGROUND Choosing an optimal post-polypectomy management strategy of malignant colorectal polyps is challenging,and evidence regarding a surveillance-only strategy is limited.AIM To evaluate long-term outcomes after endoscopic removal of malignant colorectal polyps.METHODS A single-center retrospective cohort study was conducted to evaluate outcomes after endoscopic removal of malignant colorectal polyps between 2010 and 2020.Residual disease rate and nodal metastases after secondary surgery and local and distant recurrence rate for those with at least 1 year of follow-up were invest-igated.Event rates for categorical variables and means for continuous variables with 95%confidence intervals were calculated,and Fisher’s exact test and Mann-Whitney test were performed.Potential risk factors of adverse outcomes were RESULTS In total,135 lesions(mean size:22.1 mm;location:42%rectal)from 129 patients(mean age:67.7 years;56%male)were enrolled.The proportion of pedunculated and non-pedunculated lesions was similar,with en bloc resection in 82%and 47%of lesions,respectively.Tumor differentiation,distance from resection margins,depth of submucosal invasion,lymphovascular invasion,and budding were reported at 89.6%,45.2%,58.5%,31.9%,and 25.2%,respectively.Residual tumor was found in 10 patients,and nodal metastasis was found in 4 of 41 patients who underwent secondary surgical resection.Univariate analysis identified piecemeal resection as a risk factor for residual malignancy(odds ratio:1.74;P=0.042).At least 1 year of follow-up was available for 117 lesions from 111 patients(mean follow-up period:5.59 years).Overall,54%,30%,30%,11%,and 16%of patients presented at the 1-year,3-year,5-year,7-year,and 9-10-year surveillance examinations.Adverse outcomes occurred in 9.0%(local recurrence and dissemination in 4 patients and 9 patients,respectively),with no difference between patients undergoing secondary surgery and surveillance only.CONCLUSION Reporting of histological features and adherence to surveillance colonoscopy needs improvement.Long-term adverse outcome rates might be higher than previously reported,irrespective of whether secondary surgery was performed. 展开更多
关键词 Malignant colorectal polyps T1 tumor Endoscopic removal OUTCOMES Long-term SURVEILLANCE
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Metformin administration in prevention of colorectal polyps in type 2 diabetes mellitus patients
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作者 Xiao-Qing Wu Li-Hua Deng +3 位作者 Qian Xue Xia Li Meng-Han Li Jing-Tong Wang 《World Journal of Clinical Cases》 SCIE 2024年第20期4206-4216,共11页
BACKGROUND Colorectal polyps are frequently observed in patients with type 2 diabetes mellitus(DM),posing a significant risk for colorectal cancer.Metformin,a widely prescribed biguanidine drug for type 2 DM,has been ... BACKGROUND Colorectal polyps are frequently observed in patients with type 2 diabetes mellitus(DM),posing a significant risk for colorectal cancer.Metformin,a widely prescribed biguanidine drug for type 2 DM,has been suggested to have potential chemoprophylactic effects against various cancers.AIM To explore the correlation between colorectal polyps and metformin use in type 2 DM patients.METHODS Type 2 DM patients were categorized into polyp and non-polyp groups.Following this,all patients were categorized into the type 2 DM-metformin,type 2 DM-non-metformin,and non-type 2 DM groups.Based on the baseline colonoscopy results,we performed pairwise comparisons of the incidence of colorectal polyps among the three groups.Additionally,we analyzed the relationship between colorectal polyps and the duration of metformin use and between the size and number of polyps and metformin use.Simultaneously,we focused on the specific pathological types of polyps and analyzed their relationship with metformin use.Finally,we compared the incidence of polyps between metformin and non-metformin groups according to the interval colonoscopy results.RESULTS The rate of metformin use in patients with colorectal polyps was 0.502 times that of patients without colorectal polyps[odds ratio(OR)=0.502,95%confidence interval(CI):0.365-0.689;P<0.001].The incidence of colorectal polyps did not differ significantly between the type 2 DM-metformin and non-type 2 DM groups(P>0.05).Furthermore,the correlations between the duration of metformin use and the incidence of colorectal polyps and between the size and number of polyps and metformin use were not statistically significant(P>0.05).Metformin use did not affect the incidence of colorectal polyps during interval colonoscopy(P>0.05).CONCLUSION Metformin use and colorectal polyp incidence in type 2 DM patients showed a negative correlation,independent of the hypoglycemic effect of metformin. 展开更多
关键词 colorectal cancer colorectal polyps Biguanidine drug Diabetes mellitus METFORMIN
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Potential applications of artificial intelligence in colorectal polyps and cancer: Recent advances and prospects 被引量:7
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作者 Ke-Wei Wang Ming Dong 《World Journal of Gastroenterology》 SCIE CAS 2020年第34期5090-5100,共11页
Since the advent of artificial intelligence(AI)technology,it has been constantly studied and has achieved rapid development.The AI assistant system is expected to improve the quality of automatic polyp detection and c... Since the advent of artificial intelligence(AI)technology,it has been constantly studied and has achieved rapid development.The AI assistant system is expected to improve the quality of automatic polyp detection and classification.It could also help prevent endoscopists from missing polyps and make an accurate optical diagnosis.These functions provided by AI could result in a higher adenoma detection rate and decrease the cost of polypectomy for hyperplastic polyps.In addition,AI has good performance in the staging,diagnosis,and segmentation of colorectal cancer.This article provides an overview of recent research focusing on the application of AI in colorectal polyps and cancer and highlights the advances achieved. 展开更多
关键词 Artificial intelligence Deep learning Computer-assisted diagnosis colorectal polyps colorectal cancer
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Underwater vs conventional endoscopic mucosal resection in treatment of colorectal polyps:A meta-analysis 被引量:10
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作者 Dong-Qiong Ni Yu-Ping Lu +2 位作者 Xi-Qiao Liu Li-Ying Gao Xuan Huang 《World Journal of Clinical Cases》 SCIE 2020年第20期4826-4837,共12页
BACKGROUND Underwater endoscopic mucosal resection(UEMR)of colorectal lesions is emerging as an alternative method to conventional endoscopic mucosal resection(EMR);however,it is still controversial whether there is a... BACKGROUND Underwater endoscopic mucosal resection(UEMR)of colorectal lesions is emerging as an alternative method to conventional endoscopic mucosal resection(EMR);however,it is still controversial whether there is a difference in the effectiveness between UEMR and EMR.AIM To evaluate the effectiveness and safety of UEMR in the treatment of colorectal polyps.METHODS Clinical studies comparing the effectiveness or safety of UEMR in the treatment of colorectal polyps were searched in medical databases,including Pub Med,Embase,Cochrane Library,CNKI,and Wanfang Data,monographs,theses,and papers presented at conferences.Statistical analyses were performed using Revman 5.3 software.RESULTS Seven non-randomized controlled trials and one randomized controlled trial met the inclusion criteria.In total,1382 patients(1511 polyps)were included in the study,including 722 who received UEMR and 789 who received EMR.In the UEMR and EMR groups,the en bloc resection rates were 85.87%and 73.89%,respectively,with a relative risk(RR)value of 1.14(95%confidence interval[CI]:1.01-1.30;P<0.05).In the sub-group analysis,the en bloc resection rate showed no statistically significant difference between the EMR and UEMR groups for polyps less than 20 mm in diameter.However,a statistically significant difference was found between the EMR and UEMR groups for polyps equal to or greater than 20 mm in diameter.The post-endoscopic resection recurrence rates at 3-6 mo of the UEMR and EMR groups were 3.26%and 15.17%,respectively,with an RR value of 0.27(95%CI:0.09-0.83;P<0.05).The post-endoscopic resection recurrence rates of UEMR and EMR at 12 mo were 6.25%and 14.40%,respectively,with an RR value of 0.43(95%CI:0.20-0.92;P<0.05).Additionally,the incidence of adverse events was 8.17%and 6.21%,respectively,with an RR value of 1.07(95%CI:0.50-2.30;P>0.05).CONCLUSION UEMR is an effective technique for colorectal polyps and appears to have some advantages over EMR,particularly with regard to some treatment outcomes. 展开更多
关键词 Underwater endoscopic mucosal resection Conventional endoscopic mucosal resection colorectal polyps META-ANALYSIS Endoscopic mucosal resection
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Effect of cold snare polypectomy for small colorectal polyps 被引量:6
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作者 Qing-Qing Meng Min Rao Pu-Jun Gao 《World Journal of Clinical Cases》 SCIE 2022年第19期6446-6455,共10页
BACKGROUND Colorectal cancer remains a considerable challenge in healthcare nowadays.Approximately 60%-80%of colorectal cancer is caused by intestinal polyps,and resection of intestinal polyps has been proved to reduc... BACKGROUND Colorectal cancer remains a considerable challenge in healthcare nowadays.Approximately 60%-80%of colorectal cancer is caused by intestinal polyps,and resection of intestinal polyps has been proved to reduce the incidence of colorectal cancer.The vast majority of intestinal polyps can be found during colonoscopy and removed endoscopically.Therefore,more attention has been paid to the development of endoscopic resection of intestinal polyps.In this study,we compared the efficacy and safety of cold snare polypectomy(CSP)and hot snare polypectomy(HSP).AIM To investigate the efficacy and safety of CSP and HSP for colorectal polyps.METHODS Between January and December 2020,301 patients with colorectal polyps 4-9 mm in diameter were treated with endoscopic therapy in our hospital,and were divided into the CSP group(n=154)and HSP group(n=147).The operating time,incidence of bleeding and perforation,use of titanium clips,and complete resection rate were compared between the two groups.RESULTS We included 249 patients(301 polyps).No differences in gender,age,and polyp size,location,shape and type were observed between the CSP and HSP groups,and the resection rates in these two groups were 93.4%and 94.5%,respectively,with no significant difference.The use of titanium clips was 15.6%and 95.9%,the operating time was 3.2±0.5 min and 5.6±0.8 min,the delayed bleeding rate was 0%and 2.0%,and delayed perforation was 0%and 0.7%,in the CSP and HSP groups,respectively.CONCLUSIONFor sessile colorectal polyps < 10 mm, CSP had the same resection rate of impaired tissue integrityas traditional HSP had. The rate of complications was lower in the CSP group. CSP is a safe andeffective method for polypectomy. 展开更多
关键词 colorectal polyps Cold snare polypectomy Hot snare polypectomy Complete polypectomy rate Immediate bleeding Delayed bleeding
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