Evidence map›Paper›PMID 41403406›Full record

ArticleDiabetes, metabolic syndrome and obesity : targets and therapy2025

Association of Fasting C-Peptide to High Density Lipoprotein Cholesterol Ratio with Non-Alcoholic Fatty Liver Disease in Chinese Type 2 Diabetes Mellitus Patients: A Cross-Sectional Study.

Qian Liang, Haofei Hu, Xuan Chen, Shufen Yang, Ying Zhang, Yan Wu, Xinyu Wang, Hong Chen

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Article in Diabetes, metabolic syndrome and obesity : targets and therapy, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 2 papers.

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

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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. Article
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors.

Qian LiangDepartment of Endocrinology, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, People's Republic of China.ORCID 0000-0001-9035-5152
Haofei HuDepartment of Nephrology, Shenzhen Second People's Hospital, Shenzhen, Guangdong, People's Republic of China.ORCID 0000-0001-6061-6796
Xuan ChenDepartment of Endocrinology, Shenzhen People's Hospital, Shenzhen, Guangdong, People's Republic of China.
Shufen YangDepartment of Endocrinology, Shenzhen People's Hospital, Shenzhen, Guangdong, People's Republic of China.
Ying ZhangDepartment of Endocrinology, Shenzhen People's Hospital, Shenzhen, Guangdong, People's Republic of China.
Yan WuDepartment of Endocrinology, Shenzhen People's Hospital, Shenzhen, Guangdong, People's Republic of China.
Xinyu WangDepartment of Endocrinology, Shenzhen Second People's Hospital, Shenzhen, Guangdong, People's Republic of China.
Hong ChenDepartment of Endocrinology, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, People's Republic of China.ORCID 0000-0002-6317-9955

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To investigate fasting C-peptide to high-density lipoprotein cholesterol ratio (FHR) as a predictor for non-alcoholic fatty liver disease (NAFLD) in Chinese adults with type 2 diabetes mellitus (T2DM). Methods: This study enrolled 718 participants with T2DM from Shenzhen People's Hospital, China. Participants were stratified by FCP/HDL-C ratio (FHR) quartiles. Multiple linear regression assessed the association between FHR and NAFLD. A generalized additive model (GAM) tested for nonlinearity. Subgroup analyses evaluated result robustness. The area under the curve (AUC) evaluated the performance of the FHR model for NAFLD occurrence. Results: After adjusting for relevant variables, FHR was positively correlated with NAFLD (OR = 1.30, 95% CI (1.15, 1.48)). FHR demonstrated a nonlinear association with NAFLD, characterized by a threshold value of 1.23. The effect sizes and confidence intervals on the left and right sides of the inflection point were 3.07 (1.51, 6.24) and 1.20 (1.05, 1.37), respectively. Subgroup analysis showed a stronger correlation could be detected in patients with systolic blood pressure (SBP) <140 mmHg, alanine transaminase (ALT) > 40U/L, fasting blood glucose (FBG) ⩽7 mmol/L, urinary albumin to creatinine ratio (UACR) ⩽30mg/g, triglyceride (TG) ⩽1.7 mmol/L and the patients with drinking history. The FHR ratio model exhibited better discriminative ability in NAFLD (AUC = 0.697) compared to individual FCP (AUC = 0.649) or HDL-C (AUC = 0.635) alone. Conclusion: The association between FHR and NAFLD was nonlinear, with a positive relationship observed when FHR exceeded the threshold of 1.23.

Indexed as

diabetes mellitusfasting C-peptide to high-density lipoprotein cholesterol ratioinsulin resistancenon-alcoholic fatty liver diseasenon-alcoholic steatohepatitisobesityoverweight

Identifiers

PMID41403406
PMCPMC12704183

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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.