Cardio-metabolic risk among healthcare providers: A latent profile study
Rattachement africain : ir, gb, au. Niveau de preuve : code pays fourni par la source.
Le résumé fourni par la source
Introduction: Cardio-metabolic disease (CMetD) is a prevalent health issue among healthcare professionals, and suboptimal management of metabolic disorders places a burden on the healthcare system. Methods: The present study aimed to cluster the participants based on risk factors for the CMetDs using Latent Profile Analysis (LPA). This study was conducted on 500 healthcare providers, aged 18 to 75 years at Tabriz University of Medical Sciences, Tabriz, Iran. LPA was used to explore the latent risk profiles based on age, blood pressure (BP), lipid profile, insulin, body mass index (BMI), and waist circumference. Results: The individuals were classified into three LPA-driven profiles: low (42.4%), intermediate (21.8%), and high (35.8%). The high-risk profile found in older age and higher BMI, insulin, fasting blood glucose (FBS), as well as higher levels of high-density lipoprotein (HDL) cholesterol, low-density lipoprotein (LDL) cholesterol, total cholesterol, and triglyceride. Furthermore, in the intermediate risk profile, elevated levels of systolic/diastolic BP and waist circumference were associated with higher levels of risk. Haemoglobin and hematocrit levels were significant predictors of low and intermediate latent profiles. Higher levels of hemoglobin and hematocrit were associated with lower odds of being in low and intermediate latent profiles, compared to the high-risk profile (all P<0.05). Conclusion: LPA-derived latent profiles and the specific predictors of profiles help find control and prevention measures in CMetDs; older individuals with poorer lipid profiles, and, elevated insulin, triglyceride, FBS, BP, and BMI levels should be screened more carefully.
Ce résumé expose les affirmations des auteurs. BNTIC ne l’interprète pas comme une validation indépendante des résultats.
Le contrôle bibliographique ouvert
DOI retrouvé dans Crossref DOI retrouvé ; titre concordant.
- Titre Crossref
- Cardio-metabolic risk among healthcare providers: A latent profile study
- Date Crossref
- 17/12/2025
- Éditeur
- Maad Rayan Publishing Company
- Type
- journal-article
Ce recoupement confirme des métadonnées liées au DOI. Il ne confirme ni la méthode ni les conclusions de l’étude, et il ne compte pas comme une seconde source scientifique indépendante.
Où se fait cette recherche
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Tabriz University of Medical Sciences Liver and Gastrointestinal Diseases Research Center pays non établi dans la noticeUniversité ou école supérieure
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Manchester Metropolitan University Department of People and Performance pays non établi dans la noticeUniversité ou école supérieure
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Cabrini Hospital pays non établi dans la noticeÉtablissement de santé
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Monash University pays non établi dans la noticeUniversité ou école supérieure
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Faculty of Health Department of Epidemiology and Biostatistics pays non établi dans la noticeUniversité ou école supérieure
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Cabrini Research pays non établi dans la noticeInstitution
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School of Public Health and Preventive Medicine pays non établi dans la noticeUniversité ou école supérieure
Liver and Gastrointestinal Diseases Research Center — Tabriz University of Medical Sciences, Department of People and Performance — Manchester Metropolitan University et Cabrini Hospital, avec 4 autres affiliations.
Une affiliation ne permet pas de déduire la nationalité d’un auteur.