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Updated: Dec 5, 2025

A High-Throughput Multiplexed Screening for Type 1 Diabetes, Celiac Diseases, and COVID-19
Published on: July 5, 2022
Cardiometabolic risk factors in siblings from a statewide screening program
Lee A Pyles1, Christa L Lilly2, Amy Joseph1
1Department of Pediatrics and WVU Children's Hospital, West Virginia University School of Medicine, Morgantown, WV, USA.
Siblings share similar cholesterol levels, with one sibling’s LDL-C significantly predicting another’s. This highlights the importance of family screening for cardiometabolic risk factors (CMRFs) beyond individual BMI or family history.
Area of Science:
- Pediatric Cardiology
- Public Health
- Genetics
Background:
- The Coronary Artery Risk Detection in Appalachian Communities (CARDIAC) Project screened over 100,000 5th graders for obesity, hypertension, and dyslipidemia.
- This study focused on siblings within the CARDIAC Project to explore familial correlations in cardiometabolic risk factors (CMRFs).
Purpose of the Study:
- To investigate the correlation of cardiometabolic risk factors (CMRFs) among siblings.
- To determine if sibling CMRFs can predict individual risk and inform screening strategies.
Main Methods:
- Utilized data from 12,053 children across 5752 families, including lipid panels, blood pressure, and anthropometric measurements.
- Employed linkage software (LinkPlus) to match siblings and conducted graphical and statistical analyses to assess CMRF relationships.
Main Results:
- Moderate intraclass correlations were found for LDL-C (0.375), HDL-C (0.34), and BMI (0.383) among siblings.
- Sibling LDL-C showed a stronger correlation than an individual's BMI, with significant odds ratios for elevated LDL-C (≥160 mg/dL) in siblings (29.6:1).
- Family history was a poor predictor of cholesterol abnormalities, potentially missing over half of children with elevated LDL-C.
Conclusions:
- Sibling LDL-C, HDL-C, and BMI levels are correlated within families, though triglycerides and blood pressure show weaker correlations.
- Elevated LDL-C in a child strongly suggests screening siblings and parents, as family history is insufficient for identifying at-risk individuals.
- Findings reinforce that elevated BMI does not predict elevated LDL-C and family history inadequately identifies children needing cholesterol screening.
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