Evidence map›Paper›PMID 35862297›Full record

ArticlePLoS medicine2022

Lifetime risk of developing diabetes in Chinese people with normoglycemia or prediabetes: A modeling study.

Xinge Zhang, Hongjiang Wu, Baoqi Fan, Mai Shi, Eric S H Lau, Aimin Yang, Elaine Chow, Alice P S Kong, Juliana C N Chan, Ronald C W Ma and 1 more

Open access · goldAbstract read
In one paragraph

Article in PLoS medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
2.2field-weighted citation impact, top 11% 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

15 citing papers in PubMed, 16 citations in OpenAlex.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Article
  6. Article
  7. Review
  8. Article
  9. Article
  10. HbADiabetologia · 2023
    Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
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

11 authors at 1 institution in 1 country.

Xinge ZhangDepartment of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China.
Hongjiang WuDepartment of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China.ORCID 0000-0003-2193-1114
Baoqi FanDepartment of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China.ORCID 0000-0001-6728-419X
Mai ShiDepartment of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China.
Eric S H LauDepartment of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China.ORCID 0000-0003-1581-5643
Aimin YangDepartment of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China.ORCID 0000-0003-2968-1762
Elaine ChowDepartment of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China.ORCID 0000-0002-4147-3387
Alice P S KongDepartment of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China.ORCID 0000-0001-8927-6764
Juliana C N ChanDepartment of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China.ORCID 0000-0003-1325-1194
Ronald C W MaDepartment of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China.ORCID 0000-0002-1227-803X
Andrea O Y LukDepartment of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China.ORCID 0000-0002-5244-6069
Chinese University of Hong Kong · HK

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundLittle is known about the lifetime risk of progression to diabetes in the Asian population. We determined remaining lifetime risk of diabetes and life years spent with diabetes in Chinese people with normoglycemia and prediabetes. METHODS AND

findingsUsing territory-wide diabetes surveillance data curated from electronic medical records of Hong Kong Hospital Authority (HA), we conducted a population-based cohort study in 2,608,973 individuals followed from 2001 to 2019. Prediabetes and diabetes were identified based on laboratory measurements, diagnostic codes, and medication records. Remaining lifetime risk and life years spent with diabetes were estimated using Monte Carlo simulations with state transition probabilities based on a Markov chain model. Validations were performed using several sensitivity analyses and modified survival analysis. External replication was performed using the China Health and Retirement Longitudinal Survey (CHARLS) cohort (2010 to 2015). The expected remaining lifetime risk of developing diabetes was 88.0 (95% confidence intervals: 87.2, 88.7)% for people with prediabetes and 65.9 (65.8, 65.9)% for people with normoglycemia at age 20 years. A 20-year-old person with prediabetes would live with diabetes for 32.5 (32.0, 33.1) years or 51.6 (50.8, 52.3)% of remaining life years, whereas a person with normoglycemia at 20 years would live 12.7 (12.7, 12.7) years with diabetes or 18.4 (18.4, 18.5)% of remaining life years. Women had a higher expected remaining lifetime risk and longer life years with diabetes compared to men. Results are subjected to possible selection bias as only people who undertook routine or opportunistic screening were included.

conclusionsThese findings suggest that Hong Kong, an economically developed city in Asia, is confronted with huge challenge of high lifetime risk of diabetes and long life years spent with diabetes, especially in people with prediabetes. Effective public health policies and targeted interventions for preventing progression to diabetes are urgently needed.

Indexed as

Diabetes Mellitus, Type 2Prediabetic StateAdultAsian PeopleChinaCohort StudiesFemaleHong KongHumansMaleRisk FactorsYoung Adult

Identifiers

PMID35862297
PMCPMC9302798
OpenAlexW4286203511

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.