Evidence map›Paper›PMID 40251533›Full record

ArticleBMC gastroenterology2025

Associations between non-insulin-based insulin resistance surrogate markers and liver-related outcomes in metabolic dysfunction-associated steatotic liver disease: a nationwide cohort study in South Korea.

Sang Yi Moon, Minkook Son, Yeo Wool Kang, Myeongseok Koh, Jong Yoon Lee, Yang Hyun Baek

Abstract read
In one paragraph

Article in BMC gastroenterology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
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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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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

2 citing papers in PubMed.

  1. Review
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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Sang Yi Moon *Department of Internal Medicine, Dong-A University College of Medicine, 32 Daesingongwon-ro, Seo-gu, Busan, 49201, South Korea. sang4401@dau.ac.kr.
Minkook Son *Department of Data Sciences Convergence, Dong-A University Interdisciplinary Program, Busan, South Korea.
Yeo Wool KangDepartment of Internal Medicine, Dong-A University College of Medicine, 32 Daesingongwon-ro, Seo-gu, Busan, 49201, South Korea.
Myeongseok KohDepartment of Internal Medicine, Dong-A University College of Medicine, 32 Daesingongwon-ro, Seo-gu, Busan, 49201, South Korea.
Jong Yoon LeeDepartment of Internal Medicine, Dong-A University College of Medicine, 32 Daesingongwon-ro, Seo-gu, Busan, 49201, South Korea.
Yang Hyun BaekDepartment of Internal Medicine, Dong-A University College of Medicine, 32 Daesingongwon-ro, Seo-gu, Busan, 49201, South Korea. p100100@dau.ac.kr.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundInsulin resistance (IR) is a crucial mechanism in the pathogenesis and clinical progression of metabolic dysfunction-associated steatotic liver disease (MASLD). This study aimed to examine the relationship between non-insulin-based IR surrogate markers and the incidence of liver-related outcomes in individuals with MASLD in a nationwide Korean cohort.

methodsA total of 66,334 individuals with MASLD who underwent a health examination between 1 January 2009 and 31 December 2010 were included in the study and followed until 31 December 2019, with a median follow-up period of 9.4 years. Hepatic steatosis was defined as a fatty liver index ≥ 30. The triglyceride-glucose (TyG) index, triglyceride-to-high-density lipoprotein cholesterol (TG/HDL) ratio, and metabolic score of IR (METS-IR) were employed as non-insulin-based IR surrogate markers. The MASLD groups were divided into four groups based on the non-insulin-based IR surrogate markers quartiles. The primary outcome was liver-related outcomes, as a composite of hepatocellular carcinoma and decompensated liver cirrhosis.

resultsThe MASLD group was 64.4% male (average age, 59.0 years). Using the lowest quartile (Q1) of the three non-insulin-based IR surrogate markers as a reference, a decrease in the adjusted hazard ratio for liver-related outcomes was observed from Q2 to Q4: (TyG: Q2 0.90 [95% confidence interval [CI]: 0.79-1.02], Q3 0.80 [95% CI: 0.70-0.91], Q4 0.80 [95% CI: 0.69-0.92]; TG/HDL: Q2 0.85 [95% CI: 0.75-0.97], Q3 0.81 [95% CI: 0.71-0.92], Q4 0.81 [95% CI: 0.71-0.93]; METS-IR: Q2 0.83 [95% CI: 0.73-0.95], Q3 0.80 [95% CI: 0.70-0.91], Q4 0.80 [95% CI: 0.70-0.92]).

conclusionsA lower non-insulin-based IR surrogate marker in the MASLD group may be associated with an increased risk of liver-related outcomes. In the course of monitoring MASLD, metabolic alterations must be meticulously observed.

Indexed as

Fatty LiverInsulin ResistanceLiver NeoplasmsAdultAgedBiomarkersBlood GlucoseCarcinoma, HepatocellularCholesterol, HDLCohort StudiesFemaleHumansIncidenceLiver CirrhosisMaleMiddle AgedBiomarkersBlood GlucoseCholesterol, HDLTriglyceridesFatty liverFibrosisHepatocellular carcinomaIncidenceLiver cirrhosis

Identifiers

PMID40251533
PMCPMC12008836

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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.