Evidence map›Paper›PMID 41620543›Full record

ArticleEye (London, England)2026

Global, regional burden of cataract attributable to Household air pollution from solid fuels, Smoking, high body mass index and high fasting plasma glucose among people aged 55 and older from 1990 to 2021, and forecasts to 2040: analysis from the Global Burden of Disease Study 2021.

Songjia Liu, Ziyi Wang, Zhou Fang, Wei Shen, Yu Gao, Yuan Zhang, Rui Zhang

Abstract read
In one paragraph

Article in Eye (London, England), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

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

7 authors.

Songjia LiuOphthalmology Department of First Affiliated Hospital of the Naval Medical University Shanghai, Shanghai, China.
Ziyi WangOphthalmology Department of First Affiliated Hospital of the Naval Medical University Shanghai, Shanghai, China.
Zhou FangOphthalmology Department of First Affiliated Hospital of the Naval Medical University Shanghai, Shanghai, China.
Wei ShenOphthalmology Department of First Affiliated Hospital of the Naval Medical University Shanghai, Shanghai, China.
Yu GaoOphthalmology Department of First Affiliated Hospital of the Naval Medical University Shanghai, Shanghai, China.
Yuan ZhangOphthalmology Department of First Affiliated Hospital of the Naval Medical University Shanghai, Shanghai, China.
Rui ZhangOphthalmology Department of First Affiliated Hospital of the Naval Medical University Shanghai, Shanghai, China. zhrui0112@126.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCataract remains a significant public health issue, particularly for middle-aged and older adults. This study investigates the Disability-Adjusted Life Years (DALYs) attributed to cataract among people aged 55 and older from 1990 to 2021, providing insights for public health recommendations.

methodsUsing data from the Global Burden of Disease (GBD) database, this study examines the global burden of cataract caused by four risk factors: household air pollution from solid fuels (HAPFSF), smoking, high body-mass index (BMI), and high fasting plasma glucose (FPG) in individuals aged 55 and older. The ARIMA model was used to forecast trends from 2021 to 2040, and data processing was conducted using R and Python software.

resultsThe paper analyses the impact of each risk factor, showing how the burden of cataract disease varies across different SDI regions and age groups. It also evaluates the combined effects of these risk factors and assesses their respective contributions to cataract burden in different SDI regions.

conclusionsThe study highlights the need to continue promoting smoking cessation measures and strengthening dietary management to reduce obesity rates. It also suggests replacing solid fuels with clean energy in underdeveloped areas, and enhancing health lifestyle education in developed regions to lower high blood glucose levels, thereby reducing the incidence of cataract.

Indexed as

Air Pollution, IndoorBlood GlucoseBody Mass IndexCataractFossil FuelsSmokingAgedAged, 80 and overDisability-Adjusted Life YearsFastingFemaleForecastingGlobal Burden of DiseaseGlobal HealthHumansMaleBlood GlucoseFossil Fuels

Identifiers

PMID41620543
PMCPMC13013600

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.