# How Do Genetic and Environmental Factors Influence Cardiometabolic Risk Factors? Findings from the Isfahan Twins Study

**Authors:** Mojgan Gharipour, Minoo Dianatkhah, Shayesteh Jahanfar, Ana Paula dos Santos Rodrigues, Ava Eftekhari, Noushin Mohammadifard, Nizal Sarrafzadegan, Cesar de Oliveira, Erika Aparecida Silveira

PMC · DOI: 10.34172/jrhs.2024.139 · Journal of Research in Health Sciences · 2024-03-15

## TL;DR

This study uses twins to explore how genes and environment affect heart and metabolic health traits at different life stages.

## Contribution

The study reveals how heritability of cardiometabolic traits changes with age, using twin data from childhood to adulthood.

## Key findings

- Shared environmental factors strongly influence BMI and weight in early childhood.
- Heritability of traits like LDL cholesterol and BMI increases during adolescence.
- Genetic factors play a larger role in adult traits like BMI and weight.

## Abstract

Background: Disease-discordant twins are excellent subjects for matched case-control studies as they allow for the control of confounding factors such as age, gender, genetic background, and intrauterine and early environment factors.

Study Design: A cross-sectional study.

Methods: Past medical history documentation and physical examination were conducted for all participants. Fasting venous blood samples were taken to measure fasting blood glucose (FBG) and lipid levels. The ACE model, a structural equation model, was used to assess heritability.

Results: This study included 710 twin pairs (210 monozygotic and 500 dizygotic) ranging in age from 2 to 52 years (mean age: 11.67±10.71 years). The study was conducted using participants from the Isfahan Twin Registry (ITR) in 2017. Results showed that in early childhood (2-6 years), height, weight, and body mass index (BMI) were influenced by shared environmental factors (76%, 75%, and 73%, respectively). In late childhood (7-12 years), hip circumference, waist circumference (WC), and low-density lipoprotein (LDL) cholesterol were found to be highly heritable (90%, 76%, and 64%, respectively). In adolescents, height (94%), neck circumference (85%), LDL-cholesterol (81%), WC (70%), triglycerides (69%), weight (68%), and BMI (65%) were all found to be highly or moderately heritable. In adult twins, arm circumference (97%), weight (86%), BMI (82%), and neck circumference (81%) were highly heritable.

Conclusion: This study demonstrates that both genetic and environmental factors play a role in influencing individuals at different stages of their lives. Notably, while certain traits such as obesity have a high heritability during childhood, their heritability tends to decrease as individuals transition into adulthood.

## Linked entities

- **Diseases:** obesity (MONDO:0011122)

## Full-text entities

- **Genes:** AP2B1 (adaptor related protein complex 2 subunit beta 1) [NCBI Gene 163] {aka ADTB2, AP105B, AP2-BETA, CLAPB1}
- **Diseases:** obesity (MESH:D009765)
- **Chemicals:** lipid (MESH:D008055), glucose (MESH:D005947), triglycerides (MESH:D014280)

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC10999106/full.md

## References

30 references — full list in the complete paper: https://tomesphere.com/paper/PMC10999106/full.md

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Source: https://tomesphere.com/paper/PMC10999106