Evidence map›Paper›PMID 42540082›Full record

ArticleBMJ nutrition, prevention & health2026

Mediating role of metabolic factors in the association between dietary habits and the onset of type 2 diabetes: a population-based Panasonic cohort study 19.

Junya Hironaka, Tomohiro Shinozaki, Hiroshi Okada, Yoshitaka Hashimoto, Ema Toyokuni, Masahide Hamaguchi, Norihiro Nishioka, Yukiko Tateyama, Tomonari Shimamoto, Kazushiro Kurogi and 7 more

Abstract read
In one paragraph

Article in BMJ nutrition, prevention & health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

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

17 authors.

Junya HironakaDepartment of Endocrinology and Metabolism, Kyoto Prefectural University of Medicine School of Medicine Graduate School of Medical Science, Kyoto, Japan.ORCID https://orcid.org/0000-0002-2970-5333
Tomohiro ShinozakiInterfaculty Initiative in Information Studies, the University of Tokyo, Tokyo, Japan.
Hiroshi OkadaDepartment of Endocrinology and Metabolism, Kyoto Prefectural University of Medicine School of Medicine Graduate School of Medical Science, Kyoto, Japan.ORCID https://orcid.org/0000-0002-1707-970X
Yoshitaka HashimotoDepartment of Diabetes and Endocrinology, Matsushita Memorial Hospital, Moriguchi, Osaka, Japan.ORCID https://orcid.org/0000-0002-8794-0550
Ema ToyokuniDepartment of Endocrinology and Metabolism, Kyoto Prefectural University of Medicine School of Medicine Graduate School of Medical Science, Kyoto, Japan.ORCID https://orcid.org/0009-0004-5055-6004
Masahide HamaguchiDepartment of Endocrinology and Metabolism, Kyoto Prefectural University of Medicine School of Medicine Graduate School of Medical Science, Kyoto, Japan.ORCID https://orcid.org/0000-0002-8651-4445
Norihiro NishiokaDepartment of Preventive Services, Kyoto University School of Public Health, Kyoto, Japan.
Yukiko TateyamaDepartment of Preventive Services, Kyoto University School of Public Health, Kyoto, Japan.
Tomonari ShimamotoDepartment of Preventive Services, Kyoto University School of Public Health, Kyoto, Japan.
Kazushiro KurogiDepartment of Health Care Center, Panasonic Health Insurance Organization, Moriguchi, Osaka, Japan.
Hiroaki MurataDepartment of Orthopaedic Surgery, Matsushita Memorial Hospital, Moriguchi, Japan.
Naoki YoshidaDepartment of Health Care Center, Panasonic Health Insurance Organization, Moriguchi, Osaka, Japan.
Masato ItoDepartment of Health Care Center, Panasonic Health Insurance Organization, Moriguchi, Osaka, Japan.
Go HoriguchiDepartment of Biostatistics, Kyoto Prefectural University of Medicine Graduate School of Medical Science, Kyoto, Japan.ORCID https://orcid.org/0000-0001-6966-7215
Satoshi TeramukaiDepartment of Biostatistics, Kyoto Prefectural University of Medicine Graduate School of Medical Science, Kyoto, Japan.
Taku IwamiDepartment of Preventive Services, Kyoto University School of Public Health, Kyoto, Japan.
Michiaki FukuiDepartment of Endocrinology and Metabolism, Kyoto Prefectural University of Medicine School of Medicine Graduate School of Medical Science, Kyoto, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Diabetes mellitus is involved in the development of various diseases, including microvascular and macrovascular complications, infections, osteoporosis and dementia. This study aimed to evaluate the mediating role of obesity or metabolic abnormalities (hypertension, dyslipidaemia) in causal pathways between dietary habits (fast eating, skipping breakfast) and developing type 2 diabetes. Research design and methods: A retrospective cohort study was conducted using health examination data from employees of Panasonic Corporation in Japan. Information on participants' dietary habits, metabolic factors and the onset of diabetes was collected. Cox regression-based causal mediation analyses were performed to assess associations among dietary habits, metabolic factors and diabetes development. Results: Among 155 963 participants, fast eating (HR 1.93, 95% CI 1.73 to 2.14) and skipping breakfast (HR 1.31, 95% CI 1.24 to 1.37) were associated with increased onset of type 2 diabetes within 13 years. Fast eating showed a strong association with diabetes risk mediated through body mass index (BMI) (proportion mediated 0.73, 95% CI 0.65 to 0.85) while skipping breakfast showed a direct association with diabetes risk not mediated through BMI (proportion mediated 0.10, 95% CI 0.07 to 0.14). Both dietary habits exhibited small mediating effects through hypertension or dyslipidaemia. Conclusions: Fast eating increases diabetes risk, primarily through BMI, whereas skipping breakfast poses a risk not through BMI. These findings suggest a mechanism by which dietary habits affect glucose metabolism.

Indexed as

Diabetes mellitusDietary patterns

Identifiers

PMID42540082
PMCPMC13425114

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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.