Evidence map›Paper›PMID 42876562›Full record

Observational studyFrontiers in endocrinology2026

Socioeconomic disadvantage, air pollution, and metabolic health among women: analyses of UK Biobank and US data.

Yuqi Ma, Mengyuan Xie, Mingming Liang, Qing Li

Abstract readObservational Study
In one paragraph

Observational study in Frontiers in endocrinology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Yuqi Ma *Department of Infectious Disease and Liver Disease, The Second Hospital of Nanjing, Affiliated to Nanjing University of Chinese Medicine, Jiangsu, China.
Mengyuan Xie *Department of Obstetrics and Gynecology, Anqing Municipal Hospital, Anqing Medical Center of Anhui Medical University, Anqing, Anhui, China.
Mingming LiangSchool of Health Management, Anhui Medical University, Hefei, Anhui, China.
Qing LiSchool of Health Management, Anhui Medical University, Hefei, Anhui, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Socioeconomic disadvantage and ambient air pollution are each associated with adverse liver and metabolic health. We examined their joint associations with liver-related and metabolic outcomes among middle-aged and older women. Methods: This multi-database observational study included UK Biobank women and US women aged 40 years or older. UK exposures were Townsend deprivation and a residential 2010 PM Results: Among 231,525 UK women, mean FLI was 38.19 and 25.79% had FLI ≥60. In the contextual UK main model, Townsend deprivation was associated with higher FLI [β = 1.114, 95% confidence interval (CI) 1.069 to 1.159] and higher odds of FLI ≥60 [odds ratio (OR) 1.080, 95% CI 1.076 to 1.084]. The positive age-adjusted pollution associations were attenuated after Townsend adjustment (FLI β = -0.068, 95% CI -0.137 to 0.001; FLI ≥60 OR 0.999, 95% CI 0.993 to 1.004). Across 46 US jurisdictions, each one standard deviation higher poverty level was associated with 1.38 percentage points higher female obesity prevalence after PM Conclusion: Socioeconomic disadvantage was consistently associated with poorer liver-related and metabolic health among middle-aged and older women. In contrast, the UK pollution-FLI association was not supported after concurrent adjustment for area deprivation. Social conditions and environmental exposures should be considered jointly when assessing metabolic health in women.

Indexed as

Air PollutionEnvironmental ExposureFatty LiverObesityAdultAgedBiological Specimen BanksFemaleHumansLow Socioeconomic StatusMiddle AgedSocioeconomic Disparities in HealthSocioeconomic FactorsUK BiobankUnited KingdomUnited Statesair pollutionfatty liver indexmetabolic healthsocioeconomic disadvantagewomen

Identifiers

PMID42876562
PMCPMC13661437

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.