Evidence map›Paper›PMID 41087501›Full record

Observational studyScientific reports2025

The GMI/HbA1c ratio does not independently predict diabetic retinopathy in adults with Type 1 Diabetes.

Carolina Sager-La Ganga, Jose Alfonso Arranz-Martin, Jessica Jiménez-Díaz, Iñigo Hernando-Alday, Victor Navas-Moreno, Maria Del Mar Fandiño García, Gisela Liz Román Gómez, Jon Garai Hierro, Luis Eduardo Lander Lobariñas, Purificación Martinez de Icaya and 3 more

Abstract readMulticenter StudyObservational Study
In one paragraph

Observational study in Scientific reports, 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
–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

13 authors.

Carolina Sager-La GangaDepartment of Endocrinology and Nutrition, Universidad Autónoma de Madrid, Madrid, 28006, Spain. carolina.sager@estudiante.uam.es.ORCID https://orcid.org/0009-0007-9737-2845
Jose Alfonso Arranz-MartinHospital Universitario de La Princesa, Diego de León 62., Madrid, 28005, Spain.
Jessica Jiménez-DíazDepartment of Endocrinology and Nutrition, Hospital Universitario Severo Ochoa, Leganés, Madrid, 28194, Spain.
Iñigo Hernando-AldayDepartment of Endocrinology and Nutrition, Hospital Universitario Basurto, Bilbao, 48013, Spain.
Victor Navas-MorenoDepartment of Endocrinology and Nutrition, Universidad Autónoma de Madrid, Madrid, 28006, Spain.
Maria Del Mar Fandiño GarcíaDepartment of Endocrinology and Nutrition, Hospital Universitario Severo Ochoa, Leganés, Madrid, 28194, Spain.
Gisela Liz Román GómezDepartment of Endocrinology and Nutrition, Hospital Universitario Severo Ochoa, Leganés, Madrid, 28194, Spain.
Jon Garai HierroDepartment of Endocrinology and Nutrition, Hospital Universitario Basurto, Bilbao, 48013, Spain.
Luis Eduardo Lander LobariñasDepartment of Endocrinology and Nutrition, Hospital Universitario Severo Ochoa, Leganés, Madrid, 28194, Spain.
Purificación Martinez de IcayaDepartment of Endocrinology and Nutrition, Hospital Universitario Severo Ochoa, Leganés, Madrid, 28194, Spain.
Miguel Antonio Sampedro-NuñezDepartment of Endocrinology and Nutrition, Universidad Autónoma de Madrid, Madrid, 28006, Spain.
Mónica Marazuela AzpirozDepartment of Endocrinology and Nutrition, Universidad Autónoma de Madrid, Madrid, 28006, Spain.
Fernando Sebastian-VallesDepartment of Endocrinology and Nutrition, Universidad Autónoma de Madrid, Madrid, 28006, Spain.

Funding

Comunidad de Madrid iTIRONET- P2022/BMD7379Instituto de Salud Carlos III PI19/00584, PI22/01404, PMP22/00021NIMHD NIH HHS L60 MD007379
6 · The paper itself

Abstract

The discordance between glycated haemoglobin (HbA1c) and the glucose management indicator (GMI) has been proposed as a marker of vascular risk in diabetes. This study evaluated whether the GMI/ HbA1c ratio independently predicts diabetic retinopathy (DR) in adults with type 1 diabetes (T1D) using continuous glucose monitoring. We conducted a multicenter cross-sectional study involving 1,070 adults using flash glucose monitoring. Participants were stratified as high glycators (ratio < 0.9) or non-high glycators based on the GMI/HbA1c ratio. DR status was assessed by ophthalmologic evaluation. Multivariable logistic regression and 1:1 propensity score matching were used to assess independent associations with DR, adjusting for age, sex, diabetes duration, smoking, hypertension, LDL cholesterol, BMI and insulin dose. While high glycators had a higher crude DR prevalence (31.3% vs. 23.1%, p = 0.020), the GMI/HbA1c ratio was not independently associated with DR in adjusted models (OR 1.19; 95% CI: 0.34-4.15; p = 0.785) or in the matched cohort (OR 1.23; 95% CI: 0.76-1.99; p = 0.391). Absolute HbA1c remained the strongest glycemic predictor. These findings suggest that the GMI/HbA1c ratio may aid in interpreting discordant glycemic profiles, serving as a contextual tool in clinical practice, but it lacks independent prognostic value for DR.

Indexed as

Blood GlucoseDiabetes Mellitus, Type 1Diabetic RetinopathyGlycated HemoglobinAdultBiomarkersBlood Glucose Self-MonitoringCross-Sectional StudiesFemaleHumansMaleMiddle AgedRisk FactorsBiomarkersBlood GlucoseGlycated Hemoglobinhemoglobin A1c protein, humanContinuous glucose monitoringDiabetic retinopathyGlucose management indicatorGlycation indexHbA1cType 1 Diabetes

Identifiers

PMID41087501
PMCPMC12521345

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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 OpenQuestion graph.