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How Clinically Relevant Is C-Reactive Protein for Blacks with Metabolic Syndrome to Predict Microalbuminuria?
- Source :
- Metab Syndr Relat Disord
- Publication Year :
- 2021
- Publisher :
- Mary Ann Liebert Inc, 2021.
-
Abstract
- Background: The metabolic syndrome (MetS) is associated with elevated urinary albumin (UA) excretion and C-reactive protein (CRP). However, potential differences in CRP levels on the association between individual components of the MetS and microalbuminuria (MA; 30–300 μg/mL) and/or UA (0–300 μg/mL) by race/ethnicity is unknown. Methods: We analyzed National Health and Nutrition Examination Surveys (NHANES) data, (1999–2010) for adults (≥20 years of age) with the MetS (N = 5700). The Sobel–Goodman mediation test examined the influence of CRP on the association between individual MetS components and both MA and UA by race/ethnicity. We applied machine learning models to predict UA. Results: CRP mediated the association between waist circumference (WC) and MA in Whites and Hispanics but not in Blacks. However, in general, the proportion of the total effect of MetS components on UA, mediated by CRP, was: 11% for high-density lipoprotein cholesterol (HDL-C) and 40% for WC (P
- Subjects :
- Adult
Male
medicine.medical_specialty
Urinary albumin
Endocrinology, Diabetes and Metabolism
Black People
030209 endocrinology & metabolism
030204 cardiovascular system & hematology
Risk Assessment
White People
Machine Learning
Excretion
03 medical and health sciences
0302 clinical medicine
Predictive Value of Tests
Risk Factors
Internal medicine
Internal Medicine
medicine
Albuminuria
Humans
Aged
Metabolic Syndrome
biology
business.industry
C-reactive protein
Hispanic or Latino
Original Articles
Middle Aged
Nutrition Surveys
medicine.disease
United States
Race Factors
C-Reactive Protein
Cross-Sectional Studies
Endocrinology
biology.protein
Female
Microalbuminuria
Inflammation Mediators
Metabolic syndrome
business
Biomarkers
Subjects
Details
- ISSN :
- 15578518 and 15404196
- Volume :
- 19
- Database :
- OpenAIRE
- Journal :
- Metabolic Syndrome and Related Disorders
- Accession number :
- edsair.doi.dedup.....43f75daab0278055367496a478ae473a
- Full Text :
- https://doi.org/10.1089/met.2019.0121