Evidence map›Paper›PMID 42332228›Full record

ArticleScientific reports2026

Establishment and validation of a predictive scoring system for titanium clip retention at six months after endoscopic submucosal dissection for gastric lesions.

Gongyu Zhang, Fengcheng Zang, Jie Xu, Yunfu Feng, Zhibing Wang, Ye Ye, Xiaodan Xu, Luojie Liu

Abstract readMulticenter StudyValidation Study
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Gongyu ZhangDepartment of Gastroenterology, Changshu Hospital Affiliated to Soochow University, Suzhou, China. zhanggiongyu@hotmail.com.
Fengcheng ZangDepartment of Gastroenterology, Suzhou BenQ Medical Center, Suzhou, China.
Jie XuDepartment of Gastroenterology, Zhangjiagang First People's Hospital, Suzhou, China.
Yunfu FengDepartment of Endoscopy Center, The First People's Hospital of Kunshan, Suzhou, China.
Zhibing WangDepartment of Gastroenterology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China.
Ye YeDepartment of Gastroenterology, Changshu Hospital Affiliated to Soochow University, Suzhou, China.
Xiaodan XuDepartment of Gastroenterology, Changshu Hospital Affiliated to Soochow University, Suzhou, China. xxd20@163.com.
Luojie LiuDepartment of Gastroenterology, Changshu Hospital Affiliated to Soochow University, Suzhou, China. luojieliu@126.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Titanium clips are commonly used to close mucosal defects after gastric lesion endoscopic submucosal dissection (ESD). However, prolonged titanium clip retention beyond the healing period may have potential negative effects on postoperative outcomes. This study developed and validated a scoring model to predict titanium clip retention at six months post-gastric ESD. A multicenter retrospective study was conducted on 1,055 patients who underwent gastric ESD with titanium clips closure for wound management. Patients were grouped into a training cohort (TC, n = 509), an internal validation cohort (IVC, n = 218), and an external validation cohort (EVC, n = 328). Univariate and multivariate logistic regression were applied to identify risk factors for titanium clip retention at the 6-month follow-up. A scoring system was then built by assigning weighted scores based on the regression coefficients of independent predictors. The model's performance was evaluated using the area under the receiver operating characteristic curve (AUC), sensitivity, specificity, and predictive values. Among the patients, 132 (12.5%) experienced prolonged titanium clip retention. Multivariate analysis revealed three independent predictors: tumor in the upper third of the stomach (2 points), diabetes (1 point), and the use of ≥ 8 clips (1 point). The scoring model exhibited strong predictive ability, with AUCs of 0.809 in the IVC and 0.855 in the EVC, along with high negative predictive values (0.946 and 0.984, respectively). Risk stratification classified patients into low-risk (0-1 points), intermediate-risk (2-3 points), and high-risk (4 points) groups. The observed retention rates were 3.5%, 14.8%, and 58.8% in the IVC, and 1.6%, 20.8%, and 76.5% in the EVC, respectively. The proposed predictive score, which combines tumor location, diabetic status, and clip number, effectively stratifies the risk of long-term titanium clip retention after ESD. This tool may assist in risk stratification for personalized postoperative surveillance, pending prospective validation.

Indexed as

Endoscopic Mucosal ResectionStomach NeoplasmsSurgical InstrumentsTitaniumAgedFemaleGastric MucosaHumansMaleMiddle AgedRetrospective StudiesRisk FactorsROC CurveTitaniumEndoscopic submucosal dissectionGastric lesionsScoring systemTitanium clip retention

Identifiers

PMID42332228
PMCPMC13562641

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.