Evidence map›Paper›PMID 39819581›Full record

ArticleBMC public health2025

Shiftwork and insulin resistance in professional drivers: exploring the association using non-insulin-based surrogate measures.

Mirella Youssef Tawfik, Shaimaa A A M Amer, Ahmed Mahmoud Fouad

Abstract readComparative Study
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

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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

3 citing papers in PubMed.

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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

3 authors.

Mirella Youssef TawfikDepartment of Public health, Occupational and Environmental Medicine, Faculty of Medicine, Suez Canal University, Ismailia, Egypt.
Shaimaa A A M AmerDepartment of Public health, Occupational and Environmental Medicine, Faculty of Medicine, Suez Canal University, Ismailia, Egypt.
Ahmed Mahmoud FouadDepartment of Public health, Occupational and Environmental Medicine, Faculty of Medicine, Suez Canal University, Ismailia, Egypt. ahmed_fouad@med.suez.edu.eg.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPrevious research has made use of the Homeostatic Model Assessment for Insulin Resistance (HOMA-IR) index to explore the association between shiftwork (SW) and insulin resistance (IR). However, the limitations of the HOMA-IR index restrict its use. This study aimed to investigate the relationship between SW and IR in professional drivers using four alternative non-insulin-based IR surrogate measures (NIRS), and to determine the predictors of elevated NIRS.

methodsA comparative cross-sectional study was conducted on professional drivers at four Egyptian companies, where 187 SW were compared to 193 dayworkers (DW). Measurements included: sociodemographic, work, and clinical characteristics. Laboratory and NIRS data included: triglyceride glucose (TyG), triglyceride glucose-body mass index (TyG-BMI), triglyceride to high density lipoprotein cholesterol (TG/HDL-C), and metabolic score of insulin resistance (METS-IR). Further assessments included insomnia severity index (ISI), and perceived stress scale (PSS-10).

resultsShiftwork-drivers showed significantly higher levels of NIRS compared to DW-drivers. Shiftwork was significantly associated with elevated TyG (OR: 5.04, 95% CI: 1.98-12.84), TyG-BMI (OR: 4.50, 95% CI: 2.45-8.26), and METS-IR (OR: 6.30, 95% CI: 2.72-14.58). Significant interactions between SW and insomnia or meal-timing habits existed, where SW-drivers with clinically significant insomnia had 11 times higher odds of elevated TyG compared to DW drivers without insomnia. Likewise, SW-drivers experiencing poor meal timing habits had 5.5- and 6.8-times higher odds of elevated TG/HDL-C and METS-IR, respectively, compared to DW divers without poor meal timing habits. Other significant predictors for elevated NIRS included: age, income, stress, overweight/obesity, and poor meal timing habits.

conclusionsThis study demonstrates a significant association between shiftwork and elevated insulin resistance in professional drivers. Insomnia and poor meal timing habits significantly increases the odds of insulin resistance among professional drivers, suggesting interventions targeting sleep quality, meal timing, and stress management.

Indexed as

Automobile DrivingInsulin ResistanceShift Work ScheduleAdultBiomarkersBlood GlucoseBody Mass IndexCross-Sectional StudiesEgyptFemaleHumansMaleMiddle AgedTriglyceridesBiomarkersBlood GlucoseTriglyceridesInsulin resistanceNon-insulin-based IR surrogatesProfessional drivers, EgyptShiftwork

Identifiers

PMID39819581
PMCPMC11740691

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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.