Elderly Patients Surgical Site Infection Phenotypes Identification
NCT06612177 · Status: COMPLETED · Type: OBSERVATIONAL · Enrollment: 42532
Last updated 2024-10-09
Summary
This study utilizes Latent Class Analysis (LCA) to identify phenotypes of Surgical Site Infection (SSI) in elderly patients following non-cardiac surgery. By analyzing data from two large cohorts, the research establishes a predictive model that uncovers independent risk factors for SSI, including age, hyperlipidemia, and surgical characteristics. The model, with AUCs ranging from 0.753 to 0.791 across cohorts, offers a calibrated prediction of SSI risk. Furthermore, LCA delineates four distinct SSI subphenotypes, highlighting a critical subgroup with a higher infection rate. This subgroup presents a complex interplay of risk factors, indicating the need for tailored preventive strategies. The study's findings contribute to a nuanced understanding of SSI in elderly surgical patients and pave the way for more targeted infection control measures.
Conditions
- Postoperative Infection
- Geriatrics
- Prediction
- Surgical Site Infection
Sponsors & Collaborators
-
Weidong Mi
lead OTHER
Eligibility
- Min Age
- 65 Years
- Sex
- ALL
- Healthy Volunteers
- Yes
Timeline & Regulatory
- Start
- 2023-01-01
- Primary Completion
- 2023-12-30
- Completion
- 2024-06-30
Countries
- China
Study Locations
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