PFLPhysiological Fitness Landscape

Biomarkers · Electrolytes & Minerals

Blood Lead

Lower values go with lower risk of death. Not measured in our NHANES panel. The curve is drawn from the published study (source below).

Blood Lead and risk of death

Published curve higher than the NHANES fitNHANES fit higher

Risk of death relative to the curve's reference value, drawn from the published study (source below).

Published risk of death1.37×blood lead 6.7 vs 1.0 ug/dL (90th vs 10th percentile) (95% CI 1.17–1.60) · NHANES III adults aged 20 years or older (1988-1994), followed to 2011, USA

Blood Lead 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 (ug/dL), from the survey named in the row. Not a reference range or a target.
SexAge5th25thMedian75th95thnCycle / source
All20-390.240.420.570.921.861,452NHANES 2017-2018
All40-590.320.560.861.372.761,585NHANES 2017-2018
All60+0.480.851.181.713.151,937NHANES 2017-2018
Allall0.290.530.851.352.644,974NHANES 2017-2018
Men20-390.310.500.721.132.21697NHANES 2017-2018
Men40-590.400.630.971.462.99741NHANES 2017-2018
Men60+0.540.931.332.033.71979NHANES 2017-2018
Menall0.380.620.981.483.062,417NHANES 2017-2018
Women20-390.210.340.480.711.30755NHANES 2017-2018
Women40-590.280.510.761.272.38844NHANES 2017-2018
Women60+0.430.781.091.592.48958NHANES 2017-2018
Womenall0.260.470.741.192.222,557NHANES 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 Blood Lead, study by study

2 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. Green points move the marker the way lower risk of death lies; amber the other way. 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
behavioralEducational programmes on lead hygiene for workers with high baseline blood lead, long-term follow-upBlood lead fell 8.08 ug/dL (95% CI 3.67 to 12.49) from before to after education at long-term follow-up; 2 studies, n=69; duration not statedsystematic reviewAllaouat S, et al. Cochrane Database Syst Rev. 2020;8(8):CD013097.
supplementDietary calcium 1,200 mg daily vs placebo from the first trimester in pregnant women in Mexico CityBlood lead 0.4 ug/dL (11%) lower with calcium vs placebo through pregnancy (p = 0.004), duration not stated; n=557 analysedRCTEttinger AS, et al. Environ Health Perspect. 2009;117(1):26-31.

What else moves this marker

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

Diseases and conditions

Each row is one study: what it compared and the change it reported in this marker.
WhatEffect on the markerComparison · populationSource
↑ Spontaneous abortion / recurrent pregnancy loss · Blood lead in women with abortion (SA or RPL) vs normal pregnant womenSMD +1.47 (95% CI 0.89 to 2.05)Women with abortion vs normal pregnant women · Women with spontaneous abortion or recurrent pregnancy loss vs normal pregnancymeta analysis · PMID 37711903

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
↑ Lead exposure (occupational/environmental), exposed vs non-exposed · Blood lead level, lead-exposed vs non-exposed adults (pooled WMD, 17 studies)+25.5 ug/dL (95% CI 18.59 to 32.45)Lead-exposed vs non-exposed participants · Middle-aged adults in lead-related occupations or environmentally exposed; 17 studies for BLLmeta analysis · PMID 33920861
↑ Rural residence in Mexico (lead-glazed pottery use) vs urban · Geometric-mean blood lead, rural vs urban Mexican populations (literature 1978-2010)ratio 2.51Rural GM 22.24 ug/dL vs urban GM 8.85 ug/dL; ratio of geometric means · 83 articles, 150 data points, >50,000 Mexican study participantsmeta analysis · PMID 25459328

Sources