Evidence map›Paper›PMID 42043110›Full record

ArticleToxics2026

Association of Serum Organophosphorus Pesticide Levels with T2D Risk and Blood Glucose Changes: A Nested Case-Control Study.

Yan Yan, Chengyong Jia, Xu Cheng, Jun An, Peiwen Li, Jiazhen Zhang, Weiya Li, Meian He

Abstract read
In one paragraph

Article in Toxics, 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

8 authors.

Yan YanDepartment of Occupational and Environmental Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, 13 Hangkong Rd., Wuhan 430030, China.
Chengyong JiaDepartment of Occupational and Environmental Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, 13 Hangkong Rd., Wuhan 430030, China.
Xu ChengDepartment of Occupational and Environmental Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, 13 Hangkong Rd., Wuhan 430030, China.
Jun AnDepartment of Occupational and Environmental Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, 13 Hangkong Rd., Wuhan 430030, China.
Peiwen LiDepartment of Occupational and Environmental Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, 13 Hangkong Rd., Wuhan 430030, China.
Jiazhen ZhangDepartment of Occupational and Environmental Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, 13 Hangkong Rd., Wuhan 430030, China.
Weiya LiDepartment of Occupational and Environmental Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, 13 Hangkong Rd., Wuhan 430030, China.
Meian HeDepartment of Occupational and Environmental Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, 13 Hangkong Rd., Wuhan 430030, China.ORCID 0000-0002-2096-921X

Funding

The National Natural Science Foundation 82073656The National Natural Science Foundation 82273717the Noncommunicable Chronic Diseases-National Science and Technology Major Project 2024ZD0531600
6 · The paper itself

Abstract

Organophosphorus pesticides (OPs) are widely used in agriculture, but prospective studies on their chronic exposure and risk of type 2 diabetes (T2D) and glucose metabolism disorders are scarce. Most previous studies focused on agricultural workers and relied on questionnaires or urinary metabolites for exposure assessment. We conducted a nested case-control study with 1006 pairs of participants based on the Dongfeng-Tongji cohort to investigate the association between serum OP levels, T2D risk, and fasting blood glucose (FBG) changes over a 5-year follow-up. Serum OP concentrations were measured by gas chromatography-triple quadrupole mass spectrometry. Among the 29 types of OPs detected, Chlorpyrifos and Fenitrothion had detection rates of 99.9% and 87.9%, respectively. Etrimfos and Parathion were detected in 75.8% and 64.5% of participants. Four types of OPs-Ethoprophos, Phorate, Diazinon, and Malathion, categorized into ≤LOD and >LOD groups-had detection rates ranging from 20% to 60%. OP exposure was not associated with T2D risk in the overall population. Among participants with baseline FBG ≥ 6.1 mmol/L, OP exposure showed a positive association with incident T2D and with increases in FBG during a 5-year follow-up. In contrast, OP exposure was associated with decreased FBG in the overall population. Moreover, significant interactions were observed between OP exposure and baseline FBG levels (

Indexed as

fasting blood glucoseorganophosphorus pesticidesprospective studytype 2 diabetes

Identifiers

PMID42043110
PMCPMC13119611

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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.