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New-onset Heart Blocks After Noncardiac Surgery: a Retrospective Study of More Than 280,000 Patients

Completed
Conditions
Heart Block
Risk Factor
Interventions
Other: non interventions
Registration Number
NCT06119009
Lead Sponsor
Chinese PLA General Hospital
Brief Summary

This study aimed to investigate new-onset heart blocks after noncardiac surgery, identify risk factors, and develop a prediction model.

Detailed Description

Objective: This study aimed to investigate new-onset heart blocks after noncardiac surgery, identify risk factors, and develop a prediction model.

Methods: A retrospective cohort study included 281,497 patients aged 18 or older who underwent noncardiac surgery at a single center between Jan 2008 and Aug 2019. The main outcome was postoperative new-onset heart blocks within one year, including atrioventricular and bundle blocks. Prognostic impact was assessed using Kaplan-Meier survival curves and time-dependent Cox regression analysis. Perioperative data was used for machine learning models (logistic regression, support vector machine, random forest, decision tree). Model performance was measured using the area under the receiver operating characteristic curve (AUC).

Recruitment & Eligibility

Status
COMPLETED
Sex
All
Target Recruitment
281497
Inclusion Criteria
  • patients above 18 yrs undergoing noncardiac surgery at the First Medical Center of the Chinese People's Liberation Army General Hospital (PLAGH) from January 1, 2008 to August 1, 2019.
Exclusion Criteria
  • surgical duration of less than 30 minutes
  • incomplete data

Study & Design

Study Type
OBSERVATIONAL
Study Design
Not specified
Arm && Interventions
GroupInterventionDescription
Non- Heart blocksnon interventionsThe number of patients who did not suffered the heart blocks in the postoperative 1-year period
Heart blocksnon interventionsThe number of patients who suffered the heart blocks in the postoperative 1-year period
Primary Outcome Measures
NameTimeMethod
New-onset heart blockswithin one year after surgery

The number of new-onset heart blocks within one year after surgery, including first-, second-, and third-degree AV blocks and left- and right-branch bundle blocks

Secondary Outcome Measures
NameTimeMethod
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