# Impact of cardiometabolic risk factors on hepatocellular carcinoma incidence in patients with chronic hepatitis B: A retrospective cohort study

**Authors:** Chanavee Toh, Kedsiree Sanit, Pimsiri Sripongpun, Naichaya Chamroonkul, Suthat Liangpunsakul, Teerha Piratvisuth, Apichat Kaewdech

PMC · DOI: 10.1371/journal.pone.0341366 · PLOS One · 2026-01-23

## TL;DR

This study shows that cirrhosis, obesity, and being male increase the risk of liver cancer in people with chronic hepatitis B, while statins and better liver health lower the risk.

## Contribution

The study evaluates how cardiometabolic risk factors and MASLD influence HCC risk in chronic hepatitis B patients, using the aMAP score for risk stratification.

## Key findings

- Cirrhosis, obesity, and male sex were independent risk factors for HCC in CHB patients.
- Statin use, higher platelet count, and higher albumin levels were protective against HCC.
- The aMAP score effectively stratified HCC risk in metabolically at-risk CHB patients.

## Abstract

Chronic hepatitis B virus (HBV) infection remains a major global health burden and a leading cause of hepatocellular carcinoma (HCC). While cirrhosis is a well-established risk factor, the contributions of metabolic dysfunction-associated steatotic liver disease (MASLD) and cardiometabolic risk factors (CMRFs) are less clearly defined. This study aimed to evaluate the impact of MASLD and CMRFs on HCC risk in patients with chronic hepatitis B (CHB).

We conducted a retrospective cohort study of CHB patients at Songklanagarind Hospital between 2011 and 2021, excluding those diagnosed with HCC within six months of follow-up. Clinical and imaging data were analyzed. Cumulative HCC incidence was estimated using Nelson-Aalen plots. Multivariable Cox regression was used to identify independent predictors. The aMAP score was evaluated in subgroups with obesity, CMRFs, and MASLD.

Among 4,944 patients, 151 (3.1%) developed HCC. Cirrhosis (adjusted hazard ratio [aHR] 7.22), obesity (aHR 1.85), and male sex (aHR 1.78) were independent risk factors. Statin use (aHR 0.43), higher platelet count (aHR 0.62), and higher albumin (aHR 0.64) were protective. Diabetes and hypertension showed nonsignificant trends, and steatosis and dyslipidemia without statins were not significantly associated with HCC. Risk increased with the number of CMRFs. The aMAP score showed good discrimination in patients with obesity (C-index 0.82), CMRFs (0.79), MASLD (0.74), and in the non-cirrhotic MASLD and non-MASLD (0.69 and 0.71, respectively).

Cirrhosis, male sex, and obesity were key HCC risk factors. The aMAP score effectively stratified HCC risk among metabolically at-risk CHB patients.

## Linked entities

- **Diseases:** hepatocellular carcinoma (MONDO:0007256), chronic hepatitis B (MONDO:0005344), metabolic dysfunction-associated steatotic liver disease (MONDO:0013209), cirrhosis (MONDO:0005155), diabetes (MONDO:0005015), dyslipidemia (MONDO:0002525)

## Full-text entities

- **Genes:** ALB (albumin) [NCBI Gene 213] {aka FDAHT, HSA, PRO0883, PRO0903, PRO1341}, GPT (glutamic--pyruvic transaminase) [NCBI Gene 2875] {aka AAT1, ALT, ALT1, GPT1, SGPT}, ATHS (atherosclerosis susceptibility (lipoprotein associated)) [NCBI Gene 470] {aka ALP}
- **Diseases:** Cancer (MESH:D009369), HCC (MESH:D006528), Cirrhosis (MESH:D005355), T2DM (MESH:D003924), HIV infection (MESH:D015658), cirrhotic (MESH:D000094724), HBV infection (MESH:D006509), Liver cirrhosis (MESH:D008103), infection (MESH:D007239), co (MESH:D060085), ascites (MESH:D001201), obese (MESH:D009765), HT (MESH:D006973), splenomegaly (MESH:D013163), CHB (MESH:D019694), Wilson's disease (MESH:D006527), hepatitis C or D (MESH:D019701), TB (MESH:D007647), autoimmune hepatitis (MESH:D019693), alcohol-associated liver disease (MESH:D008108), inflammation (MESH:D007249), Metabolic Dysfunction (MESH:D008659), Hepatic steatosis (MESH:D005234), DLP (MESH:D050171), liver carcinogenesis (MESH:D063646), CAP (MESH:C538265), chronic viral hepatitis (MESH:D006525), DM (MESH:D003920), chronic (MESH:D002908), insulin resistance (MESH:D007333), CMRFs (MESH:D024821), NAFLD (MESH:D065626), Liver Diseases (MESH:D008107), overweight (MESH:D050177), Prediabetes (MESH:D011236)
- **Chemicals:** antidiabetic medications (-), lipid (MESH:D008055), glucose (MESH:D005947), cholesterol (MESH:D002784), alcohol (MESH:D000438), triglycerides (MESH:D014280), Bilirubin (MESH:D001663)
- **Species:** Hepatitis B virus (no rank) [taxon 10407], Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

50 references — full list in the complete paper: https://tomesphere.com/paper/PMC12829800/full.md

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Source: https://tomesphere.com/paper/PMC12829800