Evidence map›Paper›PMID 41155183›Full record

ArticleInternational journal of molecular sciences2025

Relationship Between Insulin Resistance Indicators and Type 2 Diabetes Mellitus in Romania.

Adela-Gabriela Ştefan, Diana Clenciu, Ionela-Mihaela Vladu, Adina Mitrea, Diana-Cristina Protasiewicz-Timofticiuc, Maria-Magdalena Roşu, Theodora-Claudia Gheonea, Beatrice-Elena Vladu, Ion-Cristian Efrem, Delia-Viola Reurean Pintilei and 2 more

Abstract read
In one paragraph

Article in International journal of molecular sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 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

12 authors.

Adela-Gabriela ŞtefanDepartment of Diabetes, Nutrition and Metabolic Diseases, Calafat Municipal Hospital, 205200 Calafat, Romania.ORCID 0000-0003-1159-3617
Diana ClenciuDepartment of Diabetes, Nutrition and Metabolic Diseases, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania.
Ionela-Mihaela VladuDepartment of Diabetes, Nutrition and Metabolic Diseases, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania.ORCID 0000-0002-6133-4341
Adina MitreaDepartment of Diabetes, Nutrition and Metabolic Diseases, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania.ORCID 0000-0002-5310-3033
Diana-Cristina Protasiewicz-TimofticiucDepartment of Diabetes, Nutrition and Metabolic Diseases, Faculty of Midwives and Nursing, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania.
Maria-Magdalena RoşuDepartment of Diabetes, Nutrition and Metabolic Diseases, Faculty of Midwives and Nursing, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania.
Theodora-Claudia GheoneaDepartment of Diabetes, Nutrition and Metabolic Diseases, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania.
Beatrice-Elena VladuFaculty of Medicine, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania.
Ion-Cristian EfremDepartment of Internal Medicine-Medical Semiology, Faculty of Dentistry, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania.ORCID 0000-0001-8563-347X
Delia-Viola Reurean PintileiDepartment of Medical-Surgical and Complementary Sciences, Faculty of Medicine and Biological Sciences, "Stefan cel Mare" University, 720229 Suceava, Romania.ORCID 0000-0002-3116-8151
Eugen MoţaDoctoral School, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania.
Maria MoţaDoctoral School, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Diabetes mellitus (DM) is a complex chronic disease, with a prevalence that has reached alarming proportions in recent decades. In this study, we aimed to analyze the association of type 2 diabetes mellitus (T2DM) with certain insulin resistance (IR) indicators, according to the gender of the participants enrolled in the PREDATORR study. Biomarkers such as the triglyceride-glucose (TyG) index and its derivates, triglyceride-to-high-density lipoprotein cholesterol (TG/HDL-c), and metabolic score for insulin resistance (METS-IR), as well as recent indicators, like cholesterol, HDL, the glucose (CHG) index and its derivates, CHG-body mass index (CHG-BMI), and CHG-waist circumference (CHG-WC), as well as its newly proposed derivates, such as CHG-waist-to-height ratio (CHG-WHtR), CHG-neck circumference (CHG-NC), and CHG-neck-to-height ratio (NHtRs were analyzed in 2080 subjects, divided into two groups, according to gender). Univariate and multivariate logistic regression was used to identify the relationships between IR indicators and T2DM. Regardless of gender, all the analyzed indicators presented statistically significantly higher values in T2DM (+) compared to T2DM (-). For both studied groups, CHG-WHtR had the largest AUROC curve: in males, the AUROC curve was 0.809, the cut-off value being 3.22, with a 70.7% sensitivity and 75.3% specificity; in females, the AUROC curve was 0.840, the cut-off value was 3.20, with a 79.3% sensitivity and 75.5% specificity, respectively. Regardless of gender, the age-adjusted model for multivariate logistic regression analysis demonstrated that TyG and CHG were predictive factors for T2DM.

Indexed as

Diabetes Mellitus, Type 2Insulin ResistanceAgedBiomarkersBlood GlucoseCholesterolFemaleGlycemic IndexHumansIncidenceMaleMiddle AgedPrevalenceRomaniaTriglyceridesBiomarkersBlood GlucoseCholesterolTriglyceridesbiomarkersinsulin resistancePREDATORR studytype 2 diabetes mellitus

Identifiers

PMID41155183
PMCPMC12563221

What Socratic holds

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LicenceCC BY
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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 Socratic graph.