Evidence map›Paper›PMID 42424274›Full record

ArticlePloS one2026

Metabolic risk and metabolic dysfunction-associated steatotic liver disease and steatohepatitis in cognitive decline: A retrospective cohort study.

Ahmad Basil Nasir, Yassine Kilani, Mohammad Aldiabat, Omar Abdelghany, Youssef Hafez, Nitin Desai, Mahmoud Y Madi, Francis G Wade, Kamran Qureshi, Lewis J Frey and 2 more

Abstract readMulticenter Study
In one paragraph

Article in PloS one, 2026. 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

12 authors.

Ahmad Basil NasirDivision of Gastroenterology and Hepatology, Department of Internal Medicine, Saint Louis University School of Medicine, Saint Louis, Missouri, United States of America.ORCID https://orcid.org/0000-0003-1588-303X
Yassine KilaniDepartment of Internal Medicine, Saint Louis University School of Medicine, Saint Louis, Missouri, United States of America.
Mohammad AldiabatDepartment of Internal Medicine, Washington University, Saint Louis, Missouri, United States of America.
Omar AbdelghanyDivision of Gastroenterology and Hepatology, Department of Internal Medicine, Saint Louis University School of Medicine, Saint Louis, Missouri, United States of America.
Youssef HafezDivision of Gastroenterology and Hepatology, Department of Internal Medicine, Saint Louis University School of Medicine, Saint Louis, Missouri, United States of America.ORCID https://orcid.org/0000-0003-4205-3074
Nitin DesaiDepartment of Internal Medicine, Saint Louis University School of Medicine, Saint Louis, Missouri, United States of America.
Mahmoud Y MadiDivision of Gastroenterology and Hepatology, Department of Internal Medicine, Saint Louis University School of Medicine, Saint Louis, Missouri, United States of America.
Francis G WadeDepartment of Internal Medicine, Saint Louis University School of Medicine, Saint Louis, Missouri, United States of America.
Kamran QureshiDivision of Gastroenterology and Hepatology, Department of Internal Medicine, Saint Louis University School of Medicine, Saint Louis, Missouri, United States of America.
Lewis J FreyDivision of Gastroenterology and Hepatology, Department of Internal Medicine, Saint Louis University School of Medicine, Saint Louis, Missouri, United States of America.
Adam D FarmerDivision of Gastroenterology and Hepatology, Department of Internal Medicine, Saint Louis University School of Medicine, Saint Louis, Missouri, United States of America.
Wing-Kin SynDivision of Gastroenterology and Hepatology, Department of Internal Medicine, Saint Louis University School of Medicine, Saint Louis, Missouri, United States of America.ORCID https://orcid.org/0000-0001-7966-0500

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo determine whether metabolic risk factors (MRFs), metabolic dysfunction-associated steatotic liver disease (MASLD) and metabolic dysfunction-associated steatohepatitis (MASH) are associated with incident mild cognitive impairment (MCI), vascular dementia (VD), and Alzheimer disease (AD).

designRetrospective cohort study using TriNetX (2003-2023) with Propensity score matching.

settingMulticenter, population-based sample from 69 U.S. healthcare organizations in the TriNetX electronic health record.

participantsAdults aged ≥50 years with ≥1 outpatient visit and sufficient clinical/laboratory data. Individuals with prior diagnoses of cognitive impairment, cerebrovascular disease, advanced liver disease, malignancy, schizophrenia, or substance use disorders were excluded. Two matched cohorts were constructed: one with 3,546,833 individuals with MRFs and 3,546,833 healthy controls, and another with 525,844 individuals with MASLD/MASH and 525,844 with MRFs only. Matching was based on age, sex, race, and ethnicity. PRIMARY AND SECONDARY OUTCOME MEASURES: Incident MCI, VD, and AD, identified using ICD-10 codes, assessed at 5-20-year intervals. Odds ratios (ORs) with 95% confidence intervals (CIs) were calculated using logistic regression. Outcomes were prespecified.

resultsAmong 7,818,146 participants (mean [SD] age, 64.9 [8.8] years; 52.0% female), individuals with MRFs had higher odds of VD (OR, 1.65; 95% CI, 1.63-1.67), MCI (OR, 1.45; 95% CI, 1.42-1.48), and AD (OR, 1.21; 95% CI, 1.19-1.24) vs healthy controls. Compared to the MRF group, individuals with MASLD/MASH had lower odds of VD (OR, 0.86; 95% CI, 0.83-0.89) and AD (OR, 0.83; 95% CI, 0.78-0.88), but higher odds of MCI (OR, 1.37; 95% CI, 1.30-1.44); all p < .001.

conclusionsIn this large, propensity-matched retrospective cohort study, MRFs were independently associated with significantly increased long-term odds of MCI, VD, and AD. MASLD/MASH demonstrated a divergent cognitive risk profile relative to MRFs alone-characterized by higher odds of MCI but paradoxically lower odds of VD and AD, a pattern that warrants cautious interpretation given potential competing mortality risk, survivor bias, and residual confounding. These findings suggest that MASLD/MASH is associated with a distinct cognitive trajectory, highlighting the importance of early cognitive surveillance in this population.

Indexed as

Alzheimer DiseaseCognitive DysfunctionDementia, VascularFatty LiverAgedFemaleHumansMaleMiddle AgedRetrospective StudiesRisk Factors

Identifiers

PMID42424274
PMCPMC13349133

What Socratic 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 Socratic graph.