PFLPhysiological Fitness Landscape

Biomarkers · Anthropometric

Body Mass Index (BMI)

U-shaped: both low and high values carry risk. In NHANES 1999–2018 with linked mortality to 2019, each standard deviation is associated with a hazard ratio of 1.03. U-shaped: slope not comparable

NHANES, our fit with 95% CIPublished curve

Hazard ratios relative to each curve's own reference value, so the two curves need not cross 1 at the same point. The dotted vertical line marks the NHANES median.

NHANES hazard per SD1.0395% CI 1.00–1.06 · 50,698 adults, 7,280 deaths
Published hazard ratio1.44top vs bottom quarter (95% CI 1.40–1.49) · Individual-participant-data meta-analysis of 239 prospective studies, 10,625,411 adults in 32 countries; primary analysis restricted to 951,455 never-smokers without chronic disease at baseline, median follow-up 13.7 years
Value of the measurement+0.012gain in C within age bands; rank 31 of 56 · all tests
Across cohorts, HR per SD1.03NHANES 1.03 [1.00–1.06] · CRELES 1.10 [0.95–1.28] · HRS 1.04 [1.01–1.08]

Where people sit

Population percentiles (kg/m2) by sex and age band. Cycle or source as recorded in the catalogue.

SexAge5th25thMedian75th95thnCycle / source
All20-3918.523.826.530.538.52,6802017-2018
All40-5918.524.828.232.842.52,6302017-2018
All60+18.525.229.033.543.52,7902017-2018
Allall18.524.528.032.542.08,1002017-2018
Menall19.024.527.532.040.53,9502017-2018
Womenall18.224.528.533.043.54,1502017-2018

Sources

Map Body Mass Index (BMI) against another biomarker · Featured: HbA1c × body mass index.