ArticleAging2021
Converting health risks into loss of life years - a paradigm shift in clinical risk communication.
Article in Aging, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Cardiovascular-kidney-metabolic syndrome and all-cause and cardiovascular mortality: A retrospective cohort study.PLoS medicine · 2025 · on this mapArticle
- The long-term effects of cardiometabolic risk factors on mortality and life expectancy: evidence from a health check-up cohort study.BMC cardiovascular disorders · 2025Article
- Joint exposure to PMFrontiers in public health · 2025Article
- The two-stage exploratory association between hypertension and physical examinations: a community-based biobank study.Frontiers in cardiovascular medicine · 2025Article
- Physical Activity and All-Cause Mortality by Age in 4 Multinational Megacohorts.JAMA network open · 2024Article
- Mortality and disease burden of oral cancer in China: a time-trend analysis on the China Death Surveillance Database from 2006 to 2021.BMC oral health · 2024Article
- Analysis of the disease burden trend of malignant tumors of the female reproductive system in China from 2006 to 2020.BMC women's health · 2022Article
- Uncovering mechanisms to prevent dementia with quantifiable feedback from wearable devices.EClinicalMedicine · 2022Article
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Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
For facilitating risk communication in clinical management, such a ratio-based measure becomes easier to understand if expressed as a loss of life expectancy. The cohort, consisting of 543,410 adults in Taiwan, was recruited between 1994 and 2008. Health risks included lifestyle, biomarkers, and chronic diseases. A total of 18,747 deaths were identified. The Chiang's life table method was used to estimate a loss of life expectancy. We used Cox regression to calculate hazard ratios (HRs) for health risks. The increased mortality from cardio-metabolic risks such as high cholesterol (HR=1.10), hypertension (HR=1.48) or diabetes (HR=2.02) can be converted into a loss of 1.0, 4.4, and 8.9 years in life expectancy, respectively. The top 20 of the 30 risks were associated with a loss of 4 to 10 years of life expectancy, with 70% of the cohort having at least two such risk factors. Smoking, drinking, and physical inactivity each had 5-7 years loss. Individuals with diabetes or an elevated white count had a loss of 7-10 years, while prolonged sitting, the most prevalent risk factor, had a loss of 2-4 years. Those with diabetes (8.9 years) and proteinuria (9.1 years) present at the same time showed a loss of 16.2 years, a number close to the sum of each risk. Health risks, expressed as life expectancy loss, could facilitate risk communication. The paradigm shift in expressing risk intensity can help set public health priorities scientifically to promote a focus on the most important ones in primary care.
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