Evidence map›Paper›PMID 28178143›Full record

Observational studyMedicine2017

Healthy lifestyle and normal waist circumference are associated with a lower 5-year risk of type 2 diabetes in middle-aged and elderly individuals: Results from the healthy aging longitudinal study in Taiwan (HALST).

Chu-Chih Chen, Kiang Liu, Chih-Chen Hsu, Hsing-Yi Chang, Hsiao-Chun Chung, Jih-Shin Liu, Yo-Hann Liu, Tsung-Lung Tsai, Wen-Jin Liaw, I-Ching Lin and 5 more

Open access · goldAbstract readMulticenter StudyObservational Study
In one paragraph

Observational study in Medicine, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
1.0field-weighted citation impact, top 21% of its field
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed, 10 citations in OpenAlex.

  1. Trial
  2. Article
  3. Physical and mental demands of work associated with dementia risk in later life.The journal of prevention of Alzheimer's disease · 2025
    Article
  4. Article
  5. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors at 2 institutions in 3 countries.

Chu-Chih ChenInstitute of Population Health Sciences, National Health Research Institutes, Zhunan, Taiwan Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA Hope Doctors Hospital, Miaoli Puzi Hospital, Ministry of Health and Welfare, Chiayi Yee Zen General Hospital, Taoyuan Department of Family Medicine, Changhua Christian Hospital, Changhua Family Medicine, Community Health Department, Mennonite Christian Hospital, Hualien Department of Surgery, Yuan's General Hospital, Kaohsiung Department of Neurology, Shin Kong Wu Ho Su Memorial Hospital, Taipei College of Medicine, Fu-Jen Catholic University, New Taipei City, Taiwan Division of Cancer Epidemiology, Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA.
Kiang Liu
Chih-Chen Hsu
Hsing-Yi Chang
Hsiao-Chun Chung
Jih-Shin Liu
Yo-Hann Liu
Tsung-Lung Tsai
Wen-Jin Liaw
I-Ching Lin
Hsi-Wen Wu
Chung-Chou Juan
Hou-Chang Chiu
Marion M Lee
Chao A Hsiung
Apple (Israel) · ILMinistry of Health and Welfare · KR

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Type 2 diabetes mellitus (DM) is known to be closely associated with lifestyle and obesity and has a prevalence that increases with age. This study aimed to assess the short-term composite effect of diet, physical activity, psychosocial health, and waist circumference (WC) on the incidence of DM in the elderly and to provide a lifestyle-based predictive index.We used baseline measurements (2009-2013) of 5349 community-dwelling participants (aged 55 years and older, 52% female) of the Healthy Aging Longitudinal Study in Taiwan (HALST) for fasting plasma glucose, HbA1C, serum cholesterol, triglycerides, blood pressures, WC, and outcomes of home-visit questionnaire. Principal component analysis (PCA) was used to identify participants with a healthy lifestyle (HLF: higher diet, physical activity, and psychosocial scores) and a lower WC, with cutoffs determined by the receiver-operating characteristics. A Cox regression model was applied to 3424 participants without DM at baseline by linking to their National Health Insurance records (median follow-up of 3.1 years).In total, 247 new DM cases (7.2%) were identified. The HLF and lower WC group had a relative risk (RR) of DM of 0.54 (95% CI 0.35-0.82) compared to the non-HLF and higher WC group. When stratified by the presence of impaired glucose tolerance (IGT) or metabolic syndrome (MS), only participants with IGT/MS showed significant risks (RR 0.55; 95% CI 0.33-0.92). However, except for WC, the individual lifestyle factors were nonsignificant in the overall model without PCA.A composite protective effect of HLF and normal WC on DM within 5 years was observed, especially in those with IGT or MS. Psychosocial health constituted an important lifestyle factor in the elderly. The cutoffs identified could be used as a lifestyle-based risk index for DM. Maintaining an HLF to prevent DM is especially important for the elderly.

Indexed as

Healthy LifestyleWaist CircumferenceAgedAged, 80 and overAgingBlood GlucoseBody Mass IndexCross-Sectional StudiesDiabetes Mellitus, Type 2DietExerciseFemaleGlucose IntoleranceGlycated HemoglobinHumansIncidenceBlood GlucoseGlycated HemoglobinLipids

Identifiers

PMID28178143
PMCPMC5313000
OpenAlexW2588304199

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

None linked

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 OpenQuestion graph.