Evidence map›Paper›PMID 41449971›Full record

ArticleMetabolic syndrome and related disorders2026

Albuminuria and Metabolic Dysfunction-Associated Steatotic Liver Disease with Advanced Fibrosis in Primary Care.

Jingwen Zhang, Ahmed Mohamed, Justin Marsden, Chloe Bays, Andrew D Schreiner

Abstract read
In one paragraph

Article in Metabolic syndrome and related disorders, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Jingwen ZhangDepartment of Medicine, Medical University of South Carolina, Charleston, South Carolina, USA.
Ahmed MohamedDepartment of Medicine, Medical University of South Carolina, Charleston, South Carolina, USA.
Justin MarsdenDepartment of Medicine, Medical University of South Carolina, Charleston, South Carolina, USA.
Chloe BaysDepartment of Medicine, Medical University of South Carolina, Charleston, South Carolina, USA.
Andrew D SchreinerDepartment of Medicine, Medical University of South Carolina, Charleston, South Carolina, USA.ORCID 0000-0003-0914-3182

Funding

Advanced Fibrosis Detection and a Predictive Diagnostic Model for Metabolic Dysfunction-associated Steatotic Liver Disease (MASLD) in Primary CareR01DK139087 · NIDDK · MEDICAL UNIVERSITY OF SOUTH CAROLINA · PI SCHREINER, ANDREW DAVID · 2025 to 2025
$2.7M
Improving the Diagnosis of Liver Disease in Primary Care Patients with Abnormal Liver FunctionK23DK118200 · NIDDK · MEDICAL UNIVERSITY OF SOUTH CAROLINA · PI SCHREINER, ANDREW DAVID · 2018 to 2022
$866k
Improving the Diagnosis and Fibrosis Risk Assessment of Nonalcoholic Fatty Liver Disease in Primary Care Patients with Abnormal Liver ChemistriesR03DK129558 · NIDDK · MEDICAL UNIVERSITY OF SOUTH CAROLINA · PI SCHREINER, ANDREW DAVID · 2022 to 2023
$226k
NIDDK NIH HHS K23 DK118200NIDDK NIH HHS R01 DK139087NIDDK NIH HHS R03 DK129558
6 · The paper itself

Abstract

backgroundMetabolic dysfunction-associated steatotic liver disease (MASLD) and chronic kidney disease (CKD) are linked through the cardiovascular-kidney-metabolic (CKM) health spectrum. This study examines the association between albuminuria and advanced liver fibrosis, both prognostic risk factors for severe kidney and liver outcomes, in patients with MASLD.

methodsThis was a retrospective cross-sectional study of primary care patients with MASLD between 2012 and 2023. Urinary microalbumin-to-creatinine ratio (uACR) was the primary predictor variable and categorized as elevated (≥30 mg/g) or normal (<30 mg/g). The primary outcome was a fibrosis-4 index (FIB-4) at high risk for advanced fibrosis (≥2.67). Bivariate analyses described the cohort overall and by uACR status. Logistic regression models estimated the association of an elevated uACR with a FIB-4 at high risk for advanced fibrosis.

resultsThe sample included 463 patients of whom 45% had a uACR ≥30 mg/g and 9% had an FIB-4 ≥2.67. In the unadjusted logistic Firth regression model, uACR ≥30 mg/g was associated with an increased odds of having a high-risk FIB-4 (odds ratio [OR] 2.04; 95% confidence interval [CI] 1.06-3.90). After adjusting for estimated glomerular filtration rate (eGFR), there was no significant association between uACR ≥30 mg/g and a high-risk FIB-4 (OR: 1.73; 95% CI: 0.88-3.39). Using a predictor variable combining uACR and eGFR measures, the unadjusted (OR: 3.83; 95% CI: 1.77-8.25) and adjusted (OR: 2.87; 95% CI: 1.29-6.37) logistic Firth regression models demonstrated an association between ACR ≥30 mg/g and eGFR <59 mL/min with the outcome of a high-risk FIB-4.

conclusionAlbuminuria and reduced eGFR were associated with measures of advanced fibrosis in primary care patients with MASLD, highlighting the link between CKD and MASLD along the CKM health spectrum.

Indexed as

AlbuminuriaFatty LiverLiver CirrhosisAdultAgedCross-Sectional StudiesFemaleGlomerular Filtration RateHumansMaleMiddle AgedPrimary Health CareRenal Insufficiency, ChronicRetrospective StudiesRisk Factorschronic kidney diseaseFIB-4MASHmicroalbuminuriaproteinuria

Identifiers

PMID41449971
PMCPMC13274798

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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.