ArticleScientific reports2025
Association of cardiometabolic markers with hepatic steatosis and liver fibrosis in population without obesity and diabetes.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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.
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.
Who cites it
7 citing papers in PubMed.
- Article
- Association between the triglyceride-glucose index and hypertension: potential role of fatty liver in a cross-sectional study.Frontiers in endocrinology · 2026Article
- Association between triglyceride-glucose-related indices and liver-related events in patients with type 2 diabetes.Frontiers in endocrinology · 2026Article
- A novel glucose-lipid metabolism-related indicator and its association with metabolic dysfunction-associated fatty liver disease: a cross-sectional study based on a health check-up population.Frontiers in endocrinology · 2026Article
- The association between cardiometabolic index (CMI) and metabolic dysfunction-associated steatotic liver disease (MASLD): a systematic review and meta-analysis.Diabetology & metabolic syndrome · 2025Review
- Association Between Visceral Adiposity and the Prediction of Hepatic Steatosis and Fibrosis in Patients with Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD).Journal of clinical medicine · 2025Article
- Effect of Lifestyle Intervention on the Mobilization of Fat Depots and Organ Iron Deposition in Individuals with Obesity: A Prospective Study.Diabetes, metabolic syndrome and obesity : targets and therapy · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
The link between cardiometabolic markers and hepatic steatosis and liver fibrosis in non-hypertensive, non-diabetic populations remains unclear. A study was conducted using data from the National Health and Nutrition Examination Survey. Hepatic steatosis and liver fibrosis were assessed using vibration-controlled transient elastography. Logistic regression and restricted cubic splines (RCS) were used to evaluate the associations of cardiometabolic index (CMI), atherogenic index of plasma (AIP), triglyceride-glucose index (TyG), and estimated glucose disposal rate (eGDR) on hepatic steatosis and estimated fibrosis. Mediation analysis examined the role of insulin resistance (HOMA-IR) and liver enzymes. Among 1489 participants, 39.15% had hepatic steatosis and 2.82% had liver fibrosis. Higher CMI (OR = 3.967, 95%CI: 2.297, 6.851), AIP (OR = 3.255, 95%CI: 2.031, 5.216), TyG (OR = 3.689, 95%CI: 2.363, 5.760), and FLI (OR = 2.695, 95%CI: 1.997, 7.816) tertiles of Q3 were linked to increased hepatic steatosis odds, while eGDR reduced odds (OR = 0.217, 95%CI: 0.127, 0.373). The AUC values of these four cardiac markers were greater than FLI, among which eGDR showed the highest predictive value (AUC = 0.781). In the hepatic steatosis population, CMI (OR = 1.419, 95%CI: 1.033, 2.747), AIP (OR = 5.527, 95%CI: 1.082, 28.242), and TyG (OR = 2.345, 95%CI: 1.180, 4.661) were also showed significant association with liver fibrosis, while eGDR and FIB-4 were not associated with liver fibrosis. AIP had the highest discriminative ability for liver fibrosis (AUC = 0.798). Mediation analysis showed HOMA-IR mediated 25.50%~36.20% of cardiometabolic markers' associations with hepatic steatosis, followed by liver enzymes. Cardiometabolic markers are strongly linked to hepatic steatosis and liver fibrosis in populations without traditional risk factors, even outperforming the established hepatic steatosis and the fibrosis marker, highlighting their potential for early liver disease risk identification in seemingly healthy individuals.
Indexed as
Identifiers
What Socratic holds
Registered trials
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.