Constarium
← Search

Table · dataset · 2026

Supplementary file 1_Air pollution exposure and cataract outcomes: a systematic review and pollutant-specific meta-analysis.docx

Listed in ZivaHub and Deakin Research Online and DMU Figshare and HKU DataHub and Swinburne Figshare and DaYta Ya Rona and SUNScholarData and figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.3389/fmed.2026.1969759.s001

Background<p>Air pollution is increasingly recognized as a potentially modifiable environmental determinant of age-related ocular disease, but its association with cataract remains incompletely characterized.

Description

Epidemiological evidence remains heterogeneous across pollutants and study methods, although emerging experimental findings support biological plausibility for pollution-related lens injury.</p>Objectives<p>To systematically evaluate the epidemiologic evidence linking air-pollution exposure with cataract-related outcomes and to quantitatively synthesize pollutant-specific associations where sufficiently comparable data were available.</p>Methods<p>PubMed, Embase, Scopus, Web of Science, and Google Scholar were searched through August 10, 2026 for observational studies reporting cataract-specific associations with specific air pollutants.

Risk of bias was assessed using ROBINS-E for longitudinal follow-up studies and the WHO air-quality epidemiology instrument for cross-sectional and aggregate studies. Comparable hazard ratios (HRs) were synthesized using restricted maximum-likelihood random-effects models in Stata 18, with Knapp–Hartung sensitivity analyses.</p>Results<p>Fifteen studies were included in the systematic review, of which seven contributed to at least one meta-analysis.

Read the rest (3 more)

The pooled HR was 1.036 (95% CI, 0.988–1.086) per 1 µg/m<sup>3</sup> increase in PM₂.₅, 1.041 (95% CI, 1.013–1.070) per 10 µg/m<sup>3</sup> increase in NO₂, and 1.010 (95% CI, 0.983–1.038) per study-specific interquartile-range increase in black carbon. Heterogeneity was substantial for PM₂.₅ (I<sup>2</sup> = 99.68%) and NO₂ (I<sup>2</sup> = 86.04%) but lower for black carbon (I<sup>2</sup> = 33.41%). The highest-versus-lowest quartile analysis also showed a positive association for NO₂ (HR, 1.094; 95% CI, 1.057–1.133; I<sup>2</sup> = 0.11%), whereas corresponding PM₂.₅ and PM₁₀ estimates were not statistically significant.

Knapp–Hartung adjustment widened the NO₂ confidence intervals, indicating sensitivity to the small number of contributing studies.</p>Conclusion<p>NO₂ showed the most consistent association with cataract outcomes, whereas evidence for PM₂.₅ remained heterogeneous and that for black carbon was limited. Although these findings support further investigation of traffic-related and other ambient pollution mixtures in cataract epidemiology, the sensitivity of NO₂ estimates to small-study inference precludes firm causal conclusions.

Independent prospective studies with improved exposure assessment and standardized cataract phenotyping are needed.</p>Systematic Review Registration<p>crd.york.ac.uk/PROSPERO/recorddashboard#, identifier CRD420261509514.</p>

Links

Where it is published

Catalogue records · 1

Topics

From keywords
Astronomy & Astrophysics · Chemistry · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Engineering · Engineering · Engineering · Engineering · Engineering · Engineering · Engineering · Engineering · Foetal development and medicine · Foetal development and medicine · Foetal development and medicine · Foetal development and medicine · Foetal development and medicine · Foetal development and medicine · Foetal development and medicine · Foetal development and medicine · Foetal development and medicine · Foetal development and medicine · Foetal development and medicine · Humanities · Humanities · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Psychology & Behavioral Science · Social Science · Social Science · Social Science · Social Science · Social Science
Inferred from text
Disease 75% · Longitudinal study 65%
Provenance · 11 source records, 79 field assertions
SourceKeyLast seenRaw
ZivaHuboai:figshare.com:article/340381509 d agoJSON v1
Deakin Research Onlineoai:figshare.com:article/340381509 d agoJSON v1
DMU Figshareoai:figshare.com:article/340381509 d agoJSON v1
HKU DataHuboai:figshare.com:article/340381508 d agoJSON v1
Swinburne Figshareoai:figshare.com:article/340381508 d agoJSON v1
DaYta Ya Ronaoai:figshare.com:article/340381508 d agoJSON v1
SUNScholarDataoai:figshare.com:article/340381508 d agoJSON v1
figshareoai:figshare.com:article/340381508 d agoJSON v1
Loughborough Research Repositoryoai:figshare.com:article/340381507 d agoJSON v1
GRANTS Dataoai:figshare.com:article/340381507 d agoJSON v1
UP Research Data Repositoryoai:figshare.com:article/340381507 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[disease].local:disease:diseaseenrichment · zivahub uct ac zakeyword-concept-rules@1.0.0title+description (75%)
concepts[field].anzsrc:field:321501mapping · figshare dmu ac ukvocabulary-mapper@1.0.0keywords['Foetal Development and Medicine']
concepts[field].anzsrc:field:321501mapping · figshare comvocabulary-mapper@1.0.0keywords['Foetal Development and Medicine']
concepts[field].anzsrc:field:321501mapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['Foetal Development and Medicine']
concepts[field].anzsrc:field:321501mapping · grantsdata jst go jpvocabulary-mapper@1.0.0keywords['Foetal Development and Medicine']
concepts[field].anzsrc:field:321501mapping · figshare swinburne edu auvocabulary-mapper@1.0.0keywords['Foetal Development and Medicine']
concepts[field].anzsrc:field:321501mapping · datahub hku hkvocabulary-mapper@1.0.0keywords['Foetal Development and Medicine']
concepts[field].anzsrc:field:321501mapping · researchdata up ac zavocabulary-mapper@1.0.0keywords['Foetal Development and Medicine']
concepts[field].anzsrc:field:321501mapping · scholardata sun ac zavocabulary-mapper@1.0.0keywords['Foetal Development and Medicine']
concepts[field].anzsrc:field:321501mapping · zivahub uct ac zavocabulary-mapper@1.0.0keywords['Foetal Development and Medicine']
concepts[field].anzsrc:field:321501mapping · dayta nwu ac zavocabulary-mapper@1.0.0keywords['Foetal Development and Medicine']
concepts[field].anzsrc:field:321501mapping · dro deakin edu auvocabulary-mapper@1.0.0keywords['Foetal Development and Medicine']
concepts[field].local:field:astronomymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · scholardata sun ac zaconnector:scholardata_sun_ac_za@1.0.0
concepts[field].local:field:chemistrymapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:computer-science-aimapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:computer-science-aimapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:earth-environmentalmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:earth-environmentalmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:earth-environmentalmapping · scholardata sun ac zaconnector:scholardata_sun_ac_za@1.0.0
concepts[field].local:field:earth-environmentalmapping · figshare swinburne edu auconnector:figshare_swinburne_edu_au@1.0.0
concepts[field].local:field:earth-environmentalmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:earth-environmentalmapping · dro deakin edu auconnector:dro_deakin_edu_au@1.0.0
concepts[field].local:field:earth-environmentalmapping · dayta nwu ac zaconnector:dayta_nwu_ac_za@1.0.0
concepts[field].local:field:earth-environmentalmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:earth-environmentalmapping · figshare dmu ac ukconnector:figshare_dmu_ac_uk@1.0.0
concepts[field].local:field:earth-environmentalmapping · grantsdata jst go jpconnector:grantsdata_jst_go_jp@1.0.0
concepts[field].local:field:earth-environmentalmapping · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[field].local:field:economics-financemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:economics-financemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:engineeringmapping · grantsdata jst go jpconnector:grantsdata_jst_go_jp@1.0.0
concepts[field].local:field:engineeringmapping · figshare swinburne edu auconnector:figshare_swinburne_edu_au@1.0.0
concepts[field].local:field:engineeringmapping · figshare dmu ac ukconnector:figshare_dmu_ac_uk@1.0.0
concepts[field].local:field:engineeringmapping · dayta nwu ac zaconnector:dayta_nwu_ac_za@1.0.0
concepts[field].local:field:engineeringmapping · dro deakin edu auconnector:dro_deakin_edu_au@1.0.0
concepts[field].local:field:engineeringmapping · scholardata sun ac zaconnector:scholardata_sun_ac_za@1.0.0
concepts[field].local:field:engineeringmapping · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[field].local:field:engineeringmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:engineeringmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:engineeringmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:engineeringmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:humanitiesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:humanitiesmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:humanitiesmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:humanitiesmapping · scholardata sun ac zaconnector:scholardata_sun_ac_za@1.0.0
concepts[field].local:field:humanitiesmapping · dayta nwu ac zaconnector:dayta_nwu_ac_za@1.0.0
concepts[field].local:field:life-sciencesmapping · dayta nwu ac zaconnector:dayta_nwu_ac_za@1.0.0
concepts[field].local:field:life-sciencesmapping · scholardata sun ac zaconnector:scholardata_sun_ac_za@1.0.0
concepts[field].local:field:life-sciencesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:life-sciencesmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:life-sciencesmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:materials-sciencemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:mathematics-statisticsmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:medicine-healthmapping · scholardata sun ac zaconnector:scholardata_sun_ac_za@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:medicine-healthmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:medicine-healthmapping · dayta nwu ac zaconnector:dayta_nwu_ac_za@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare swinburne edu auconnector:figshare_swinburne_edu_au@1.0.0
concepts[field].local:field:medicine-healthmapping · grantsdata jst go jpconnector:grantsdata_jst_go_jp@1.0.0
concepts[field].local:field:medicine-healthmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare dmu ac ukconnector:figshare_dmu_ac_uk@1.0.0
concepts[field].local:field:medicine-healthmapping · dro deakin edu auconnector:dro_deakin_edu_au@1.0.0
concepts[field].local:field:medicine-healthmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:medicine-healthmapping · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:psychology-behavioralmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:psychology-behavioralmapping · scholardata sun ac zaconnector:scholardata_sun_ac_za@1.0.0
concepts[field].local:field:social-sciencemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:social-sciencemapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:social-sciencemapping · dayta nwu ac zaconnector:dayta_nwu_ac_za@1.0.0
concepts[field].local:field:social-sciencemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:social-sciencemapping · scholardata sun ac zaconnector:scholardata_sun_ac_za@1.0.0
concepts[method].local:method:longitudinal-studyenrichment · zivahub uct ac zakeyword-concept-rules@1.0.0title+description (65%)
descriptionsource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0/metadata/dc/description
licensesource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0/metadata/dc/rights
publication_datesource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
titlesource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0/metadata/dc/title