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NCT07335042Recruiting

Prediction Model for MINS After Major Hepatobiliary Surgery

Development of an Interpretable Prediction Model for Myocardial Injury After Noncardiac Surgery in Patients Undergoing Major Hepatobiliary Surgery

Source: ClinicalTrials.gov · Last updated 15 Jun 2026

Brief summary (registry, in English)

This multi-center, prospective observational study aims to develop and validate an interpretable prediction model for Myocardial Injury After Noncardiac Surgery (MINS) in patients undergoing major hepatobiliary surgery. The study adopts a nested modeling strategy, starting with baseline risk factors (e.g., RCRI) and stepwise incorporating hepatic inflow occlusion strategies (specifically comparing SPVO vs. Pringle maneuver) and routine intraoperative biomarkers. The model's performance will be evaluated using AUC, Net Reclassification Improvement (NRI), and Decision Curve Analysis (DCA), followed by interpretability analysis using SHAP values and external validation in an independent cohort.

Status (registry)
Recruiting
Study type
Observational
Enrollment
1800 (estimated)
First submitted
4 Jan 2026
Start date
14 Jan 2026
Primary completion date
31 Dec 2026
Lead sponsor
Beijing Tsinghua Chang Gung Hospital
NCT number
NCT07335042

What you commit to

  • Study type: Observational
  • Planned participants: 1800
  • From 14 Jan 2026 to the primary completion date, 31 Dec 2026
  • 6 sites in 1 country
  • Visits and tests: ask the trial team, the registry does not list them

Built from the registry fields of ClinicalTrials.gov. It describes the study, not your situation.

Who cannot take part

Copied verbatim from ClinicalTrials.gov and grouped by topic. Only the trial team decides who can take part.

Other illness

  • (1) preoperative acute myocardial infarction, unstable angina, heart failure, or chronic kidney disease (estimated glomerular filtration rate \< 60 ml/ (min · 1.73 m2); (2) undocumented inflow occlusion strategy; or (3) non-imputable missing covariates.

Who the study is looking for

  • Adults (18-85 yr, ASA physical status II-III) undergoing major hepatobiliary surgery were enrolled. Major surgery was defined as duration ≥ 3 h involving hepatectomy (≥ 3 segments) or biliary reconstruction necessitating ICU admission. Eligibility required paired perioperative high-sensitivity cardiac troponin T (hs-cTnT) data and comprehensive documentation of surgical covariates, including surgical approach (laparoscopic vs. open), resection nature (anatomic vs. non-anatomic), number of resected segments, tumor characteristics (size and location), and presence of cirrhosis.

Age in the registry: 18 years to 85 years · Sex: All · Does not accept healthy volunteers

Full criteria on ClinicalTrials.gov

Sites (6)

Sites in registry order. Pick your city on the disease page to sort them by distance.

SiteCityCountrySite status
Peking University International Hospital
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BeijingChinaRecruiting
Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua Medicine,Tsinghua University
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BeijingChinaRecruiting
The First Affiliated Hospital of Army Medical University
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ChongqingChinaRecruiting
Qingdao West Coast New Area People's Hospital
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QingdaoChinaRecruiting
The First Affiliated Hospital of Shandong First Medical University
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ShandongChinaRecruiting
Zhuhai People's Hospital
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ZhuhaiChinaRecruiting

This page is information, not medical advice. Discuss any trial with your doctor.