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Association of a Healthy Lifestyle with All-Cause, Cause-Specific Mortality and Incident Cancer among Individuals with Metabolic Syndrome: A Prospective Cohort Study in UK Biobank

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  • E Wu

    (School of Pharmacy, Hangzhou Normal University, Hangzhou 311121, China
    Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines, Engineering Laboratory of Development and Application of Traditional Chinese Medicines, Collaborative Innovation Center of Traditional Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou 311121, China
    These authors contributed equally to this work.)

  • Jun-Tao Ni

    (Women’s Hospital School of Medicine Zhejiang University, Hangzhou 310006, China
    These authors contributed equally to this work.)

  • Zhao-Hui Zhu

    (School of Pharmacy, Hangzhou Normal University, Hangzhou 311121, China)

  • Hong-Quan Xu

    (School of Pharmacy, Hangzhou Normal University, Hangzhou 311121, China
    Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines, Engineering Laboratory of Development and Application of Traditional Chinese Medicines, Collaborative Innovation Center of Traditional Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou 311121, China)

  • Lin Tao

    (School of Pharmacy, Hangzhou Normal University, Hangzhou 311121, China
    Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines, Engineering Laboratory of Development and Application of Traditional Chinese Medicines, Collaborative Innovation Center of Traditional Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou 311121, China)

  • Tian Xie

    (School of Pharmacy, Hangzhou Normal University, Hangzhou 311121, China
    Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines, Engineering Laboratory of Development and Application of Traditional Chinese Medicines, Collaborative Innovation Center of Traditional Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou 311121, China)

Abstract

This study investigated the association between a healthy lifestyle with all-cause, cause-specific mortality, and cancer incidence among individuals with metabolic syndrome (MetS). Healthy lifestyle scores were created based on MetS management guidelines, including never/quitting smoking, moderate drinking, good sleep, healthy diet, sufficient exercise, social support, and less sedentary behaviour. Weighted healthy lifestyle scores were further constructed and classified into three groups: unfavourable (lowest quintile), intermediate (quintiles 2–4), and favourable (highest quintile) lifestyles. We included 87,342 MetS participants from the UK Biobank. Hazard ratios (HRs) and 95% confidence intervals (CIs) were calculated using multivariate-adjusted Cox proportional hazards regression. During a median follow-up of 12.54 years, 6739 deaths were reported; during a median follow-up of 10.69 years, 10,802 new cancer cases were documented. We found a favourable lifestyle was inversely associated with all-cause mortality (HR: 0.57; 95%CI: 0.53–0.62), cause-specific mortality from respiratory disease, cancer, digestive disease, cardiovascular disease (HR < 1; p -trend < 0.001), and overall cancer incidence (HR: 0.84; 95% CI: 0.79–0.90). Our results indicate that adherence to healthy lifestyles is associated with lower overall cancer incidence and all-cause mortality risk among MetS individuals. However, causality cannot be made due to the nature of observational studies.

Suggested Citation

  • E Wu & Jun-Tao Ni & Zhao-Hui Zhu & Hong-Quan Xu & Lin Tao & Tian Xie, 2022. "Association of a Healthy Lifestyle with All-Cause, Cause-Specific Mortality and Incident Cancer among Individuals with Metabolic Syndrome: A Prospective Cohort Study in UK Biobank," IJERPH, MDPI, vol. 19(16), pages 1-16, August.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:16:p:9936-:d:886127
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    References listed on IDEAS

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    1. Clare Bycroft & Colin Freeman & Desislava Petkova & Gavin Band & Lloyd T. Elliott & Kevin Sharp & Allan Motyer & Damjan Vukcevic & Olivier Delaneau & Jared O’Connell & Adrian Cortes & Samantha Welsh &, 2018. "The UK Biobank resource with deep phenotyping and genomic data," Nature, Nature, vol. 562(7726), pages 203-209, October.
    2. Silvia Stringhini & Aline Dugravot & Martin Shipley & Marcel Goldberg & Marie Zins & Mika Kivimäki & Michael Marmot & Séverine Sabia & Archana Singh-Manoux, 2011. "Health Behaviours, Socioeconomic Status, and Mortality: Further Analyses of the British Whitehall II and the French GAZEL Prospective Cohorts," PLOS Medicine, Public Library of Science, vol. 8(2), pages 1-1, February.
    3. Hastert, Theresa A. & Ruterbusch, Julie J. & Beresford, Shirley A.A. & Sheppard, Lianne & White, Emily, 2016. "Contribution of health behaviors to the association between area-level socioeconomic status and cancer mortality," Social Science & Medicine, Elsevier, vol. 148(C), pages 52-58.
    4. Schrijvers, C.T.M. & Stronks, K. & Van De Mheen, H.D. & Mackenbach, J.P., 1999. "Explaining educational differences in mortality: The role of behavioral and material factors," American Journal of Public Health, American Public Health Association, vol. 89(4), pages 535-540.
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