Key result
Higher indexed fat-free mass is linked to ~147% greater odds of insulin resistance in women.
Why the study?
Conflicting results have been reported on the association between fat-free mass and insulin resistance, potentially biased by how fat-free mass is indexed.
Does greater fat-free mass index overestimate insulin resistance diagnosed by HOMA-IR in adults?
Cross-Sectional (n=11,284)
Yes
Does greater fat-free mass index overestimate insulin resistance diagnosed by HOMA-IR in adults?
Odds Ratio: 2.47 (95% CI 2.028–3.008)
p-value: p=<0.001
The association between greater fat-free mass and insulin resistance may be overestimated when relying solely on HOMA-IR rather than 2h glucose levels.
HOMA-IR may overestimate fat-free mass-related insulin resistance; cross-sectional data leave open validation with 2h glucose.
Background Conflicting results have been reported on the association of fat-free mass (FFM) and insulin resistance (IR). The way of indexing FFM may be a bias. This study sought to test the association of FFM and IR after indexing FFM to avoid collinearity. Methods This cross-sectional study comprised 11,284 volunteers, ages 38-79 years. Body composition was assessed by multi-frequency bioelectrical impedance. FFM indexed to body surface area (FFMbsa) was calculated. Excess body fat was assigned to individuals with percent body fat ≥ 85th percentile for age and sex. Fasting insulin and glucose, and 2h glucose in the oral glucose tolerance test were obtained. Homeostasis model assessment-insulin resistance (HOMA-IR) > 3.0 was set as the cut-off for IR.Results Percent body fat decreased from the 1st to the 5th quintile of FFMbsa in both women (Eta 2 = 0.166) and men (Eta 2 = 0.133). In women, fasting insulin (Eta 2 = 0.002), glucose (Eta 2 = 0.006), and HOMA-IR (Eta 2 = 0.007) increased slightly, whereas 2h glucose did not change towards the highest quintile of FFMbsa. In men, fasting insulin and HOMA-IR were similar across the quintiles of FFMbsa, whereas fasting glucose increased slightly (Eta 2 = 0.002) and 2h glucose decreased (Eta 2 = 0.005) towards the highest quintile of FFMbsa. Greater FFMbsa explained 1.8% of the odds of IR among women and 0.9% among men.Conclusion The lack of association of FFM and 2h glucose contrasted with greater odds of IR (by HOMA-IR) associated with greater FFM. The association of greater FFM and IR may be overestimated when the diagnosis is provided by HOMA-IR.
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Zaniqueli et al. (2020) conducted a cross-sectional in Insulin resistance (n=11,284). Fat-free mass indexed to body surface area (FFMbsa) vs. Lowest quintile of FFMbsa was evaluated on Insulin resistance (HOMA-IR > 3.0) (OR 2.47, 95% CI 2.028-3.008, p=<0.001). Greater fat-free mass indexed to body surface area was associated with higher odds of insulin resistance diagnosed by HOMA-IR in women (OR 2.47) and men (OR 2.09), though this association may be overestimated.
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