Evidence map›Paper›PMID 39384693›Full record

SynthesisEndocrine2025

Impact of pesticides exposure and type 2 diabetes risk: a systematic review and meta-analysis.

Yang Chen, Yaqin Deng, Minjia Wu, Peixuan Ma, Wen Pan, Weiqi Chen, Lina Zhao, Xiaowei Huang

Abstract readSystematic ReviewMeta-Analysis
PubMed Publisher
In one paragraph

Synthesis in Endocrine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed, 1 pooled it
–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

5 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Organic Pollutants and Risk of Type 2 Diabetes: A Systematic Review and Meta-analysis.Mayo Clinic proceedings. Innovations, quality & outcomes · 2026
    Article
  3. Article
  4. Review
  5. Review
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

8 authors.

Yang ChenDepartment of Toxicology, School of Public Health, Guangxi Key Laboratory of Environment and Health Research, Guangxi Medical University, Nanning, China.
Yaqin DengDepartment of Toxicology, School of Public Health, Guangxi Key Laboratory of Environment and Health Research, Guangxi Medical University, Nanning, China.
Minjia WuDepartment of Toxicology, School of Public Health, Guangxi Key Laboratory of Environment and Health Research, Guangxi Medical University, Nanning, China.
Peixuan MaDepartment of Toxicology, School of Public Health, Guangxi Key Laboratory of Environment and Health Research, Guangxi Medical University, Nanning, China.
Wen PanDepartment of Toxicology, School of Public Health, Guangxi Key Laboratory of Environment and Health Research, Guangxi Medical University, Nanning, China.
Weiqi ChenDepartment of Toxicology, School of Public Health, Guangxi Key Laboratory of Environment and Health Research, Guangxi Medical University, Nanning, China.
Lina ZhaoSchool of Public Health, Wuhan University, Wuhan, China.
Xiaowei HuangDepartment of Toxicology, School of Public Health, Guangxi Key Laboratory of Environment and Health Research, Guangxi Medical University, Nanning, China. huangxiaowei@sr.gxmu.edu.cn.

Funding

National Natural Science Foundation of China No.21966010
6 · The paper itself

Abstract

objectiveWe conducted a systematic review and meta-analysis of observational studies that assessed the relationship between pesticides exposure and type 2 diabetes. We also examined the presence of heterogeneity and biases across the available studies.

methodsWe conducted a comprehensive literature search of peer-reviewed studies published from 2011 to 2023, without language limitations. A random-effects model was employed to calculate the overall odds ratio (OR) and its corresponding 95% confidence interval (CI).

resultsWe included 19 studies (n = 12 case-control and n = 7 cross-sectional) for a total of 45,813 participants in our analysis. Our findings revealed a notable correlation between pesticide exposure and type 2 diabetes (non-specific definition) when not limiting pesticide types (OR: 1.19, 95% CI: 1.11-1.28). Subgroup analysis identified associations between pyrethroid (OR: 1.17, 95% CI: 1.05-1.30) and type 2 diabetes, as well as between organochlorine (OR: 1.26, 95% CI: 1.11-1.43) and type 2 diabetes. However, no statistically significant association was observed between herbicide exposure and the onset of type 2 diabetes (OR: 1.26, 95% CI: 0.91-1.75). In the elderly group, pesticide exposure significantly heightened the risk of type 2 diabetes (OR: 1.25, 95% CI: 1.14-1.38), with no statistically significant heterogeneity among studies (I

conclusionsPesticide (organochlorine and pyrethroid) exposure constitutes a risk factor for type 2 diabetes.

Indexed as

Diabetes Mellitus, Type 2Environmental ExposurePesticidesHumansRisk FactorsPesticidesMeta-analysisOrganochlorinePyrethroid pesticidesSystematic reviewType 2 diabetes

Identifiers

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.