# Mediating Effects of Lipid Biomarkers and Sex‐Specific Moderation on the Associations Between Anthropometric and Dietary Factors With Insulin Resistance

**Authors:** Brice Ulrich Foudjo Saha, Lifoter Kenneth Navti, Ismael Teta, Fanuel Yibume Bey, Edouard Akono Nantia, Tume Christopher Bonglavnyuy, Eugene Sobngwi

PMC · DOI: 10.1155/jobe/7216950 · Journal of Obesity · 2026-02-27

## TL;DR

This study explores how lipid biomarkers and sex influence the relationship between body measurements, diet, and insulin resistance.

## Contribution

The study identifies lipid biomarkers as mediators and sex as a moderator in the relationship between anthropometric/dietary factors and insulin resistance.

## Key findings

- Lipid biomarkers fully mediated the relationship between waist-to-height ratio and insulin resistance.
- Triglycerides mediated associations between waist-to-hip ratio, BMI, and waist circumference with insulin resistance.
- LDL and HDL mediated the relationship between starchy staple and fruit intake with insulin resistance.

## Abstract

Various anthropometric and dietary indicators influence insulin resistance (IR), and lipid biomarkers may play a pivotal mediating role in these relationships. To investigate the mediating effects of lipid biomarkers on the relationships between anthropometric, dietary indicators, and IR, and the moderating role of sex in these associations.

A hospital‐based cross‐sectional study was conducted with 169 participants. Parallel mediation models assessed the mediating effects of lipid biomarkers (triglycerides, HDL, LDL, and total cholesterol) on the relationships between anthropometric (BMI, waist circumference, waist‐to‐hip ratio, and waist‐to‐height ratio) and dietary indicators (at least one starchy staple, at least one fruit, consumed all five recommended food groups (ALL‐5), global dietary recommendations (GDR) score, and noncommunicable disease risk/protect scores) and IR. Moderated mediation analyses evaluated the moderating effect of sex. Statistical analyses were bootstrapped.

The cumulative effect of lipid biomarkers fully mediated the relationship between WHtR and IR (Indirect Coef. = 0.65; 95% CI [0.02, 1.70]). TG significantly mediated the associations between WHR and IR (indirect Coef. = 0.55; 95% CI [0.11, 2.63]), BMI and IR (indirect Coef. = 0.76; 95% CI [0.17, 2.27]), and WC and IR (indirect Coef. = 0.72; 95% CI [0.04, 2.63]). Furthermore, LDL‐C (Indirect Coef. = 1.99; 95% CI [0.24, 9.61]) and HDL‐C (Indirect Coef. = 0.55; 95% CI [0.03, 2.57]) mediated the relationships of starchy staple and fruit intake with IR, respectively. Sex moderated the direct effect of WC on IR (interaction Coef. = 5.11, p = 0.002) but did not moderate the indirect pathways involving lipid biomarkers.

These findings elucidate the intricate interplay between body composition, diet, lipid biomarkers, sex, and IR, providing insights for developing targeted prevention and intervention strategies to combat IR.

## Full-text entities

- **Genes:** IRS1 (insulin receptor substrate 1) [NCBI Gene 3667] {aka HIRS-1}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, SLC2A4 (solute carrier family 2 member 4) [NCBI Gene 6517] {aka GLUT4}, INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}
- **Diseases:** overweight (MESH:D050177), noncommunicable disease (MESH:D000073296), Type 2 diabetes (MESH:D003924), NODC (MESH:D009765), adiposity (MESH:D018205), cognitive impairment (MESH:D003072), hypertriglyceridemia (MESH:D015228), MDD (MESH:D003865), metabolic diseases (MESH:D008659), dyslipidemia (MESH:D050171), inflammatory (MESH:D007249), critically ill (MESH:D016638), weight loss (MESH:D015431), Insulin Resistance (MESH:D007333), cardiovascular diseases (MESH:D002318), Diabetic (MESH:D003920)
- **Chemicals:** Lipid (MESH:D008055), Resistant starch (MESH:D000084922), fructose (MESH:D005632), glucose (MESH:D005947), staple (MESH:C401888), -cholesterol (MESH:D002784), blood glucose (MESH:D001786), SCFAs (MESH:D005232), ceramides (MESH:D002518), diacylglycerols (MESH:D004075), TG (MESH:D013866), TC (MESH:D013667), GOD-PAP (-), Triglycerides (MESH:D014280), propionate (MESH:D011422), butyrate (MESH:D002087), TMB (MESH:C021758)
- **Species:** Ananas comosus (pineapple, species) [taxon 4615], Manihot esculenta (cassava, species) [taxon 3983], Homo sapiens (human, species) [taxon 9606]

## Full text

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## References

43 references — full list in the complete paper: https://tomesphere.com/paper/PMC12949073/full.md

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Source: https://tomesphere.com/paper/PMC12949073