PFLPhysiological Fitness Landscape

Biomarkers · Anthropometric

Body Weight

Both low and high values go with higher risk of death. In NHANES 1999–2018 with linked mortality to 2019, each standard deviation above average goes with 3% higher risk of death. Risk rises at both ends: not comparable

Body Weight and risk of death

Published curve higher than the NHANES fitNHANES fit higher

Risk of death from our NHANES fit, relative to its reference value. The dotted vertical line marks the NHANES median.

Risk of death per SD (NHANES)1.03×95% CI 1.00–1.06 · 50,856 adults, 7,389 deaths
Value of the measurement+0.006gain in concordance within age bands; rank 50 of 56 · all tests

Body Weight across cohorts

0.670.750.80.911.1HR per SD (95% CI)
NHANES · United States, 20–8450,856 people · 7,389 deaths1.03 1.00–1.06
HRS · United States, 50+23,446 people · 8,169 deaths1.00 0.97–1.04
CHARLS · China, 50+10,460 people · 1,710 deaths0.75 0.68–0.83
Risk-of-death ratio per standard deviation, adjusted for age and sex, within each cohort. Cohorts differ in age range, assay, measurement protocol and follow-up, and one SD is a different amount in each, so the comparison is of direction and rough size per SD, not per unit. Vertical line: no association.

Body Weight 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
All20-3952.066.579.497.81291,524NHANES 2017-2018
All40-5954.370.883.999.71311,637NHANES 2017-2018
All60+53.967.079.293.71171,969NHANES 2017-2018
Allall53.168.280.897.11275,130NHANES 2017-2018
Men20-3959.873.185.9104134729NHANES 2017-2018
Men40-5967.178.391.2106135773NHANES 2017-2018
Men60+61.374.987.799.3125999NHANES 2017-2018
Menall61.775.588.91031322,501NHANES 2017-2018
Women20-3949.659.972.291.1124795NHANES 2017-2018
Women40-5949.363.375.191.8125864NHANES 2017-2018
Women60+50.762.672.684.1111970NHANES 2017-2018
Womenall49.762.373.289.01202,629NHANES 2017-2018

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 Body Weight, study by study

10 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
dietIntermittent fasting regimens (time-restricted or alternate-day/periodic fasting) versus a control diet in adults with prediabetes or type 2 diabetesBody weight lower by 4.56 kg (95% CI 2.83-6.23) with intermittent fasting vs control diet; 1.14 kg (0.60-1.69) lower vs continuous calorie restrictionmeta-analysisKhalafi M, Habibi Maleki A, Symonds ME, et al. The effects of intermittent…
dietAlternate-day fasting compared with continuous daily energy restriction in adults (network meta-analysis of RCTs)Alternate-day fasting reduced body weight 1.29 kg more than continuous energy restriction (95% CI 0.59-1.99; moderate certainty)meta-analysisSemnani-Azad Z, Khan TA, Chiavaroli L, et al. Intermittent fasting strategies…
lifestyleIntensive lifestyle intervention combining an energy-restricted Mediterranean diet, physical-activity promotion and behavioural support for 12 months in overweight/obese adults aged 55-75 with metabolic syndromeWeight loss 3.2 kg vs 0.7 kg in controls at 12 months (mean difference -2.5 kg, 95% CI -3.1 to -1.9)RCTSalas-Salvadó J, Díaz-López A, Ruiz-Canela M, et al. Effect of a Lifestyle…
lifestyleModerate-to-vigorous exercise programme combined with liraglutide 3.0 mg/day for 1 year after an 8-week low-calorie diet in adults with obesityAdditional weight change vs placebo at 1 year: -9.5 kg (95% CI -13.1 to -5.9) for combination; exercise alone -4.1 kg (-7.8 to -0.4); liraglutide alone -6.8 kg (-10.4 to -3.1)RCTLundgren JR, Janus C, Jensen SBK, et al. Healthy Weight Loss Maintenance with…
pharmacologicOnce-daily subcutaneous liraglutide 3.0 mg with lifestyle counselling for 56 weeks in adults with obesity (BMI >=30, or >=27 with comorbidity) without diabetesWeight loss 8.4 kg vs 2.8 kg with placebo at week 56 (difference -5.6 kg, 95% CI -6.0 to -5.1)RCTPi-Sunyer X, Astrup A, Fujioka K, et al. A Randomized, Controlled Trial of 3.0…
pharmacologicAnti-obesity medications vs placebo during the weight-maintenance phase after initial weight loss in adults with overweight or obesity (meta-analysis of 12 RCTs)Body weight fell a further 8.68 kg (95% CI -13.25 to -4.11) vs placebo during weight maintenance; duration not stated; 12 RCTs, n=4915meta-analysisChen Z, et al. Diabetes Obes Metab. 2026;28(10):8913-8924.
pharmacologicGLP-1 receptor agonist or incretin-based therapy delivered alongside a lifestyle intervention vs placebo/control in adults with overweight or obesityBody weight fell 10.08 kg (95% CI -12.76 to -7.39) vs placebo/control; duration not stated; 8 comparisonsmeta-analysisBruna-Mejias A, et al. Nutrients. 2026;18(11):1781.
pharmacologicOral non-peptide GLP-1 receptor agonist orforglipron 45 mg vs placebo in adults with or without type 2 diabetes (network meta-analysis of RCTs)Body weight fell 12.13 kg vs placebo at 36 weeks with orforglipron 45 mg; 6 RCTs, n=4878 overallmeta-analysisHageen AW, et al. Endocrinol Diabetes Metab. 2026;9(4):e70275.
pharmacologicEmpagliflozin vs placebo for 16 weeks, both with standardised lifestyle psychoeducation, in overweight or obese adults with schizophrenia spectrum disorders taking atypical antipsychoticsBody weight fell 1.53 kg (95% CI -2.60 to -0.47) vs placebo at 16 weeks; n=52 randomisedRCTWong SY, et al. Schizophr Bull. 2026;52(3):sbag050.
supplementOral Chlorella species supplementation vs control in adults (systematic review and dose-response meta-analysis of 24 studies)Body weight fell 1.28 kg (95% CI -2.00 to -0.56) vs control; duration not stated; 24 studiesmeta-analysisMardani H, et al. Nutr Diabetes. 2026;16(1):44.

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
↑ Smoking cessation (men) · men who smoked at age 21 and had quit by age 38, vs men who continued smoking+5.7 kgquitters vs continuing smokers, age 21 to 38 · Birth cohort born 1972-73 in Dunedin, New Zealand, followed from age 15 to 38prospective cohort · PMID 24463712
↑ Smoking cessation (women) · women who smoked at age 21 and had quit by age 38, vs women who continued smoking+5.1 kgquitters vs continuing smokers, age 21 to 38 · Birth cohort born 1972-73 in Dunedin, New Zealand, followed from age 15 to 38prospective cohort · PMID 24463712

Sources

  • NHANES curve: our Cox model adjusted for age and sex, NHANES 1999–2018 with linked mortality to 2019.

Map Body Weight against another biomarker.

Related markers: Appendicular Lean Mass / Sarcopenia Index · Basal Metabolic Rate · Body Fat Percentage · Body Mass Index (BMI) · Calf Circumference · Fat Mass · Fat-Free Mass · Gait Speed