New-onset Heart Blocks After Noncardiac Surgery: a Retrospective Study of More Than 280,000 Patients
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
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).
Study Type
Study Type
Enrollment (Actual)
Enrollment
Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
- Adult
- Older Adult
Accepts Healthy Volunteers
Sampling Method
Study Population
Description
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 Plan
How is the study designed?
Design Details
Number of groups / cohorts
Cohorts and Interventions
Group / CohortGroup / Cohort |
Intervention / TreatmentIntervention / Treatment |
|---|---|
|
Non- Heart blocks
The number of patients who did not suffered the heart blocks in the postoperative 1-year period
|
|
|
Heart blocks
The number of patients who suffered the heart blocks in the postoperative 1-year period
|
What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
New-onset heart blocks
Time Frame: within 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
|
within one year after surgery
|
Collaborators and Investigators
Sponsor
Sponsor
Study record dates
Study Major Dates
Study Start (Actual)
Study Start
Primary Completion (Actual)
Primary Completion
Study Completion (Actual)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Actual)
First Posted
Study Record Updates
Last Update Posted (Actual)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Keywords
Additional Relevant MeSH Terms
Other Study ID Numbers
Other Study ID Numbers
- ChinesePLAGH301NBBB
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
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