Evidence map›Paper›PMID 41890184›Full record

Observational studyFrontiers in endocrinology2026

Non-invasive risk stratification of metabolic dysfunction-associated steatotic liver disease and liver fibrosis in adults with type 1 diabetes.

Manuel Ramón García-Sáenz, Marilu Cervantes-Maldonado, Luis Angel López-Cruz, Eduardo Salif Luna-Avila, Paulo César Gete Palacios, Cristina Martínez-Berdeja, Omar Jaime-Leal, Aldo Ferreira-Hermosillo

Abstract readObservational Study
In one paragraph

Observational study in Frontiers in endocrinology, 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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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

8 authors.

Manuel Ramón García-SáenzServicio de Endocrinología, Hospital de Especialidades "Dr. Bernardo Sepúlveda", Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico.
Marilu Cervantes-MaldonadoServicio de Endocrinología, Hospital de Especialidades "Dr. Bernardo Sepúlveda", Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico.
Luis Angel López-CruzUnidad de Investigación Médica en Enfermedades Endocrinas, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico.
Eduardo Salif Luna-AvilaUnidad de Investigación Médica en Enfermedades Endocrinas, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico.
Paulo César Gete PalaciosUnidad de Investigación Médica en Enfermedades Endocrinas, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico.
Cristina Martínez-BerdejaServicio de Endocrinología, Hospital de Especialidades "Dr. Bernardo Sepúlveda", Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico.
Omar Jaime-LealGastroenterology Consultant, Hospital Grinker, Torreón, Mexico.
Aldo Ferreira-HermosilloUnidad de Investigación Médica en Enfermedades Endocrinas, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Metabolic dysfunction-associated steatotic liver disease (MASLD) is an emerging comorbidity among patients with type 1 diabetes (T1D) that can potentially increase liver and cardiovascular outcomes. The aim of this study was to evaluate hepatic steatosis and to characterize non-invasive markers of MASLD and liver fibrosis risk in adults with T1D. Methods: A cross-sectional, observational, single-center study was conducted from 2023-2024. The sample was adults with T1D at a tertiary hospital in Mexico. We recorded clinical, body-composition, and laboratory data. Hepatic steatosis was assessed by ultrasound, and non-invasive indices [Hepatic steatosis index (HSI), fatty liver index (FLI), and Fibrosis-4 (FIB-4)] and 2D shear-wave elastography (2D-SWE) were used to stratify the risk of MASLD and liver fibrosis. Bivariable and correlation analyses were performed. Results: Sixty-five adults were included (61.5% women; age 34 ± 10 years; T1D duration 20 [15-28] years; dyslipidemia 45%; overweight/obesity 51%; HbA1c 8.8 ± 2.0%. Ultrasound-compatible hepatic steatosis was observed in 25% (n=16). Noninvasive indices identified a higher proportion of individuals at increased risk for MASLD and fibrosis. HSI flagged 52% at risk and FLI 25% at high risk. Mean FIB-4 was 0.64 ± 0.36; 20% had fibrosis stage 2-3 and one stage 4-5. Elastography stiffness averaged 5.9 ± 0.69 kPa; 5% ≥7-8 kPa. MASLD was associated with higher stiffness, FIB-4, AST and lower platelets (all p<0.05; HSI p=0.06). Visceral fat correlated with HSI (r=0.525) and FLI (r=0.505) and inversely with FIB-4 (r=-0.261). Conclusions: Non-invasive tools allow the identification of adults with T1D at increased risk for steatotic liver disease and fibrosis; however, these findings should be interpreted as risk stratification rather than definitive diagnosis.

Indexed as

Diabetes Mellitus, Type 1Fatty LiverLiver CirrhosisMetabolic DiseasesAdultCross-Sectional StudiesElasticity Imaging TechniquesFemaleHumansMaleMexicoMiddle AgedRisk AssessmentRisk FactorsYoung Adultbody compositionelastographyfatty liverliver fibrosisMASLDMexicotype 1 diabetes

Identifiers

PMID41890184
PMCPMC13013003

What OpenQuestion holds

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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.