Cited by 33Hepatocellular Carcinoma Treatment and PrognosisCancer Risks and FactorsNutritional Studies and Diet

Composite score of healthy lifestyle factors and risk of hepatocellular carcinoma: findings from a prospective cohort study

Open access
Luu, Hung N., Behari, Jaideep, Goh, George Boon-Bee, Wang, Renwei, Jin, Aizhen, Thomas, Claire E., Clemente, Jose C., Odegaard, Andrew O. +2 more·2021·Cancer Epidemiology, Biomarkers & Prevention

Abstract

Abstract Background: While the associations between individual lifestyle factors and risk of hepatocellular carcinoma (HCC) have been described previously, their combined impact on HCC risk is unknown. Methods: The association of a composite score of healthy lifestyle factors, including body mass index, alcohol consumption, cigarette smoking, alternative Mediterranean diet, and sleep duration, and HCC risk was examined in the Singapore Chinese Health Study, an ongoing prospective cohort study of 63,257 Chinese men and women. Cox proportional hazard regression method was used to estimate HR and its 95% confidence interval (CI). Conditional logistic regression method was used to evaluate this composite lifestyle score–HCC risk association among a subset of individuals who tested negative for hepatitis B surface antigen (HBsAg) and anti–hepatitis C antibody. Results: After a mean follow-up of 17.7 years, 561 participants developed HCC. Individuals with higher composite scores representing healthier lifestyles (range 0–8) were at significantly lower risk of HCC. Compared with the lowest composite score category (0–4), the HRs (95% CIs) for the composite scores of 5, 6, 7, and 8 were 0.67 (0.62–0.85), 0.61 (0.48–0.77), 0.49 (0.37–0.65), and 0.13 (0.06–0.30), respectively (Ptrend < 0.0001). A similar inverse association was observed in participants with negative HBsAg and anti–hepatitis C virus (HCV)-negative serology (HR, 0.38; 95% CI, 0.19–0.79; for the highest vs. the lowest category of the composite scores; Ptrend = 0.001). Conclusions: Healthy lifestyles protect against HCC development, especially for individuals without hepatitis B virus and HCV infections. Impact: This study highlights the importance of a comprehensive lifestyle modification strategy for HCC primary prevention.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1158/1055-9965.epi-20-1201

Cites

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

The citation lists haven’t been fetched yet

References 45 · Cited by 33

Research works printed but not linked: 2

  1. [5]American Cancer Society. Cancer Facts & Figures 2020 Atlanta, GA: American Cancer Society, 2020. PMC7848816 33532112
  2. [39]International Agency for Research on Cancer. Tobacco smoke and involuntary smoking. IARC Monographs on the Evaluation of Carcinogenic Risk to Humans Lyon, France: International Agency for Research on Cancer, 2004 36– 1187p PMC4781536 15285078

Authors
Luu, H. N., Behari, J., Goh, G. B.-B., Wang, R., Jin, A., Thomas, C. E., Clemente, J. C., Odegaard, A. O., Koh, W.-P., & Yuan, J.-M.
Affiliations
  • University of Pittsburgh (US)
  • University of Pittsburgh Medical Center (US)
  • National University of Singapore (SG)
  • 7Department of Genetics and Genomic Sciences, Icahn Institute for Genomics and Multiscale Biology, and Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, New York.
  • University of California, Irvine (US)
Corresponding author
Luu, Hung N.
Venue
Cancer Epidemiology, Biomarkers & Prevention
Published
2021-02-01
Volume
30
Issue
2
Pages
380-387
ISSN
  • 1055-9965 (ISSN-L)
  • 1538-7755
OpenAlex
W3099299878
Cited by
33
References
45
Citations by year
2026: 5 · 2025: 6 · 2024: 9 · 2023: 6 · 2022: 4 · 2021: 3
FWCI
1.91
Type
journal article
Language
en
Open access
Licence
cc-by
Locations
  • Cancer Epidemiology Biomarkers & Prevention (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
  • eScholarship (California Digital Library) (submittedVersion)
Funders
  • NIH (R01 CA144034, UM1 CA182876)
  • National Medical Research Council (NMRC/CSA/0055/2013)
Topics
  • Health Sciences › Medicine › Hepatology › Hepatocellular Carcinoma Treatment and Prognosis
  • Health Sciences › Medicine › Oncology › Cancer Risks and Factors
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Nutritional Studies and Diet
Keywords
hepatocellular carcinoma, healthy lifestyle, body mass index, alcohol consumption, cigarette smoking, Mediterranean diet, sleep duration, hepatitis B, hepatitis C, cancer prevention, Chinese population
MeSH terms
Healthy Lifestyle, Aged, Female, Follow-Up Studies, Carcinoma, Hepatocellular, Humans, Liver Neoplasms, Male, Prospective Studies, Risk Factors, Singapore, Risk Assessment

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review