PFLPhysiological Fitness Landscape

Biomarkers · Anthropometric

Fat Mass

Both low and high values go with higher risk of death. No risk curve catalogued yet.

Published risk of death1.13×highest (Q5) vs middle (Q3) quintile of fat mass index (Q1 vs Q3: HR 1.32, 1.24-1.40) (95% CI 1.06–1.20) · Taiwan MJ Cohort health-screening adults (48.1% men), average follow-up 9 years

Fat Mass by age and sex

Each bar runs from the 5th to the 95th percentile, the darker part from the 25th to the 75th, and the tick is the median. Not a reference range or a target.

The percentiles as a table
Each row is one sex and age band: the values below which 5%, 25%, 50%, 75% and 95% of people fall (kg), from the survey named in the row. Not a reference range or a target.
SexAge5th25thMedian75th95thnCycle / source
All20-3912.017.823.431.448.91,504NHANES 2005-2006
All40-5914.221.128.136.454.41,433NHANES 2005-2006
All60-6915.823.129.637.354.2647NHANES 2005-2006
Allall13.019.826.434.652.73,584NHANES 2005-2006
Men20-3910.716.721.828.844.5797NHANES 2005-2006
Men40-5912.519.925.932.849.3712NHANES 2005-2006
Men60-6913.821.526.833.446.4324NHANES 2005-2006
Menall11.718.524.231.347.11,833NHANES 2005-2006
Women20-3913.819.225.934.852.1707NHANES 2005-2006
Women40-5915.322.730.640.059.2721NHANES 2005-2006
Women60-6916.925.332.740.859.5323NHANES 2005-2006
Womenall14.521.529.038.357.01,751NHANES 2005-2006

What studies found when this marker was changed

They describe what happened in those study groups, not a recommendation. See all catalogued interventions.

Measured changes in Fat Mass, study by study

8 effects with a numeric size, each from one study arm: the dot is the reported change, the line its 95% interval where one was given. Study results in the groups studied, not predictions for a person.

Each row is one study: what was changed, the effect it reported on this marker, and the source.
TypeInterventionReported effectEvidenceSource
dietLow glycaemic index or low glycaemic load diets vs higher GI/GL diets in people with overweight or obesityFat mass fell 0.86 kg (95% CI -1.52 to -0.20) vs higher-GI/GL diets; duration not stated (trials 8 weeks to 18 months); 6 studies, n=295meta-analysisChekima K, Yan SW, Lee SWH, et al. Cochrane Database Syst Rev. 2023;6:CD005105.
exerciseSupervised resistance training combined with a calorie-restricted diet in adults with overweight or obesityWhole-body fat mass -5.3 kg (95% CI -7.2 to -3.5) with resistance training plus caloric restriction vs no interventionmeta-analysisLopez P, Taaffe DR, Galvao DA, et al. Obes Rev. 2022.
pharmacologicGLP-1 receptor agonist or GLP-1/GIP dual agonist therapy (e.g. semaglutide, tirzepatide) in adultsFat mass reduced by 2.95 kg (95% CI -4.11 to -1.79) vs controlmeta-analysisKarakasis P, Patoulias D, Fragakis N, et al. Metabolism. 2025.
pharmacologicTirzepatide (dual GIP/GLP-1 receptor agonist) vs placebo in adults in randomized trials of antidiabetic drugsFat mass fell 10.70 kg (95% CI -13.42 to -7.99) with tirzepatide vs placebo; duration not statedmeta-analysisRakhsha SS, Shahinfar H, Ebrahimi-Mousavi S, et al. Diabetes Obes Metab…
supplementOral L-carnitine supplementation, with greatest effect around 2000 mg/dayFat mass reduced by 2.08 kg (95% CI -3.44 to -0.72) vs placebometa-analysisTalenezhad N, Mohammadi M, Ramezani-Jolfaie N, et al. Clin Nutr ESPEN. 2020.
supplementCreatine (~7 g/day or 0.3 g/kg/day) combined with resistance training in adults under 50Fat mass reduced by 0.73 kg (95% CI -1.34 to -0.11) vs resistance training alonemeta-analysisDesai I, Wewege MA, Jones MD, et al. J Strength Cond Res. 2024.
supplementOral betaine supplementation vs control in randomized trials in humansTotal body fat mass fell 2.53 kg (95% CI -3.93 to -0.54) vs control; duration not stated; 6 RCTs, n=195meta-analysisGao X, Zhang H, Guo XF, et al. Nutrients. 2019;11(10):E2480.
supplementCalcium supplementation vs placebo or control for eight weeks to 24 months in people with overweight or obesityBody fat mass changed -0.34 kg (95% CI -0.73 to 0.05) vs placebo or control; duration not stated (trials 8 weeks to 24 months); 12 studies, n=812meta-analysisCormick G, et al. Cochrane Database Syst Rev. 2024;5:CD012268.

What else moves this marker

They describe those study groups, not an individual, and an association is not a cause.

Environmental and occupational exposures

Each row is one study: what it compared and the change it reported in this marker.
WhatEffect on the markerComparison · populationSource
↑ Maternal adiposity (prenatal exposure), offspring fat mass · Offspring fat mass with maternal adiposity (umbrella review of observational meta-analyses)SMD +0.35Offspring of mothers with adiposity vs without · Umbrella review of 194 observational meta-analyses (offspring of mothers with adiposity)meta analysis · PMID 39394444