Evidence map›Paper›PMID 40740761›Full record

ArticleFrontiers in clinical diabetes and healthcare2025

Predicting diabetic retinopathy stages using a simple nerve conduction measuring device, DPNCheck

Mayu Sakai, Takehiro Kato, Takuma Ishihara, Ken Takao, Tokuyuki Hirose, Sodai Kubota, Saki Kubota-Okamoto, Toshinori Imaizumi, Yoshihiro Takahashi, Masami Mizuno and 5 more

Abstract read
In one paragraph

Article in Frontiers in clinical diabetes and healthcare, 2025. 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
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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

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

15 authors.

Mayu SakaiDepartment of Occupational Health, Gifu University Graduate School of Medicine, Gifu, Japan.
Takehiro KatoDepartment of Diabetes, Endocrinology and Metabolism Gifu University Graduate School of Medicine, Gifu, Japan.
Takuma IshiharaInnovative and Clinical Research Promotion Center, Gifu University Hospital, Gifu, Japan.
Ken TakaoDepartment of Diabetes, Endocrinology and Metabolism Gifu University Graduate School of Medicine, Gifu, Japan.
Tokuyuki HiroseDepartment of Diabetes, Endocrinology and Metabolism Gifu University Graduate School of Medicine, Gifu, Japan.
Sodai KubotaDepartment of Diabetes, Endocrinology and Metabolism Gifu University Graduate School of Medicine, Gifu, Japan.
Saki Kubota-OkamotoDepartment of Diabetes, Endocrinology and Metabolism Gifu University Graduate School of Medicine, Gifu, Japan.
Toshinori ImaizumiDepartment of Diabetes, Endocrinology and Metabolism Gifu University Graduate School of Medicine, Gifu, Japan.
Yoshihiro TakahashiDepartment of Diabetes, Endocrinology and Metabolism Gifu University Graduate School of Medicine, Gifu, Japan.
Masami MizunoDepartment of Diabetes, Endocrinology and Metabolism Gifu University Graduate School of Medicine, Gifu, Japan.
Takuo HirotaDepartment of Diabetes, Endocrinology and Metabolism Gifu University Graduate School of Medicine, Gifu, Japan.
Yukio HorikawaDepartment of Diabetes, Endocrinology and Metabolism Gifu University Graduate School of Medicine, Gifu, Japan.
Hirokazu SakaguchiDepartment of Ophthalmology, Gifu University Graduate School of Medicine, Gifu, Japan.
Shin TsunekawaCenter for One Medicine Innovative Translational Research, Gifu University Institute of Advanced Studies, Gifu, Japan.
Daisuke YabeDepartment of Diabetes, Endocrinology and Metabolism Gifu University Graduate School of Medicine, Gifu, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Aims/introduction: Diabetic retinopathy (DR) often remains asymptomatic until it reaches advanced stages, when delayed treatment can lead to irreversible visual impairment. To promote timely ophthalmology visits, this study investigated the utility of a simple nerve conduction device, DPNCheck Materials and methods: Using electronic medical records (EHRs), we identified individuals with diabetes who underwent DPNCheck Results: Of 181 individuals extracted from our hospital's EHRs, 146 were eligible for analysis. Ordinal logistic regression showed that eMBC was significantly associated with DR stage, independent of diabetes duration and HbA1c. Receiver operating characteristic (ROC) curve analyses yielded eMBC cut-off values of 1.11, 1.51, and 1.51 to predict DR severity scores of ≥1, ≥2, and ≥3, respectively. Sensitivities ranged from 0.67 to 0.78, and specificities from 0.66 to 0.81. An eMBC of 1.51 or above was strongly associated with preproliferative or proliferative DR, indicating a need for urgent ophthalmology referral. Conclusions: DPNCheck

Indexed as

diabetic neuropathydiabetic retinopathyDPNCheck®modified Baba classificationretrospective observational study

Identifiers

PMID40740761
PMCPMC12307143

What Socratic holds

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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 Socratic graph.