Evidence map›Paper›PMID 42693421›Full record

ArticleBMC endocrine disorders2026

Fasting insulin to HDL-C ratio is correlated with MASLD severity in Chinese overweight/obesity: a cross-sectional analysis.

Xiaojuan Xu, Xincheng Wang, Lulu Yu, Xiaotian Yang, Peiyao Wang, Yimeng Wang, Zhenyang Guan, Chunjun Li, Tao Han

Abstract read
In one paragraph

Article in BMC endocrine disorders, 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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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Xiaojuan XuTianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Tianjin, 300121, China.
Xincheng WangTianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Tianjin, 300121, China.
Lulu YuTianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Tianjin, 300121, China.
Xiaotian YangTianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Tianjin, 300121, China.
Peiyao WangTianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Tianjin, 300121, China.
Yimeng WangTianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Tianjin, 300121, China.
Zhenyang GuanTianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Tianjin, 300121, China.
Chunjun LiTianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Tianjin, 300121, China. lichunjun@umc.net.cn.
Tao HanTianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Tianjin, 300121, China. hantaomd@126.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe fasting insulin to high-density lipoprotein cholesterol ratio (FINS/HDL-C) is a newly identified insulin resistance (IR) marker. And the correlation between FINS/HDL-C and metabolic dysfunction-associated steatotic liver disease (MASLD) has not yet been explored, our study investigated the association between FINS/HDL-C and MASLD severity.

methodsThis cross-sectional study included 330 participants with overweight/obesity and MASLD. Demographic information and biochemical indicators were collected, and IR markers including FINS/HDL-C, homeostatic model assessment for insulin resistance (HOMA-IR), triglyceride to high-density lipoprotein cholesterol ratio (TG/HDL-C), and triglyceride glucose index (TyG), were calculated. MASLD severity was assessed using the controlled attenuation parameter (CAP) and liver stiffness measurement (LSM) determined by FibroScan. The relationship between FINS/HDL-C and MASLD severity was evaluated and compared with that of other IR markers.

resultsParticipants with higher CAP and LSM exhibited significantly higher FINS/HDL-C (P < 0.05). Even in the fully adjusted linear regression model, FINS/HDL-C remains positively correlated with CAP (β = 0.33, 95% CI 0.09 ~ 0.58, P = 0.009) and LSM (β = 0.05, 95% CI 0.02 ~ 0.08, P < 0.001). And FINS/HDL‑C was the only biomarker that showed elevated CAP at Quartile 2. Exploratory analysis suggested that BMI might be involved in the association between FINS/HDL-C and CAP and LSM. FINS/HDL-C had the highest area under the receiver operating characteristic curve for severe hepatic steatosis, at 0.699 (95% CI: 0.639 ~ 0.758).

conclusionsOur findings suggest that FINS/HDL-C is associated with MASLD severity in overweight/obese individuals. It might serve as a valuable biomarker for MASLD risk stratification.

Indexed as

BiomarkersCholesterol, HDLFastingInsulinInsulin ResistanceNon-alcoholic Fatty Liver DiseaseObesityOverweightAdultChinaCross-Sectional StudiesFemaleFollow-Up StudiesHumansMaleMiddle AgedBiomarkersCholesterol, HDLInsulinFINS/HDL-CInsulin resistanceMASLDOverweight/obesity

Identifiers

PMID42693421
PMCPMC13540900

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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.