Anthropometric measurements were obtained by trained personnel and were systematically adjusted for clothing, as previously described7 (link), 35 (link). Individuals with self-reported values were excluded. In the main analyses, we used BMI (as an index of general adiposity); ABSI, WC and WHR (as indices of abdominal adiposity); HC and HI (as indices of gluteofemoral adiposity). We additionally examined for comparison alternative WC-based anthropometric indices. The calculation of anthropometric indices is described below, with the relevant reference (ref) cited at the end of each formula:

ABSI (A Body Shape Index) = 1,000*WC*Wt –2/3*Ht5/6 ref22 (link)

AVI (Abdominal Volume Index) = (2*(WC*100)2 + 0.7*(WC*100 − HC*100)2)/1,000 ref11

BMI (Body Mass Index) = Wt/Ht2

BRI (Body Roundness Index) = 364.2–365.5*(1 − ((0.5*WC/π)2/(0.5*Ht)2))0.5 ref14 (link)

ConI (Conicity Index) = WC/(0.109*(Wt/Ht)0.5) ref15 (link)

eTBF (estimated Total Body Fat) = 100 * (–Z + A − B)/C, where A = (4.15*WC*39.3701), B = (0.082*Wt*2.20462), C = (Wt*2.20462), Z = 98.42 (men), Z = 76.76 (women) ref12 (link)

RFM (Relative Fat Mass) = 64 − (20*Ht/WC) + (12*S), where S = 0 (men), S = 1 (women) ref16 (link)

HI (Hip Index) = HC * Wt –0.482*Ht0.310 ref34 (link)

WHR (Waist-to-Hip Ratio) = WC/HC

WHtR (Waist-to-Height Ratio) = WC/Ht

WWI (Weight-adjusted Waist Index) = (WC*100)/(Wt0.5) ref13 (link)

WCadjBMI (WC adjusted for BMI) and WHRadjBMI (WHR adjusted for BMI) were derived as the residuals of sex-specific linear regression models WC (or WHR) ~ BMI + study centre.

HC—hip circumference (m); WC—waist circumference (m); Ht—height (m); Wt—weight (kg). ABSI was multiplied by 1,000 to derive numbers in the order of magnitude of WC, which would be more intuitive to use than the original values, which are < 0.1. The formula for eTBF incorporates factors to convert the measurements into units matching the original formula: 39.3701 for a conversion from m to in and 2.20462 from kg to lbs.
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