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

BACKGROUND: Little 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 FINDINGS: Using territory-wide diabetes surve...

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Autores principales: Zhang, Xinge, Wu, Hongjiang, Fan, Baoqi, Shi, Mai, Lau, Eric S. H., Yang, Aimin, Chow, Elaine, Kong, Alice P. S., Chan, Juliana C. N., Ma, Ronald C. W., Luk, Andrea O. Y.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9302798/
https://www.ncbi.nlm.nih.gov/pubmed/35862297
http://dx.doi.org/10.1371/journal.pmed.1004045
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author Zhang, Xinge
Wu, Hongjiang
Fan, Baoqi
Shi, Mai
Lau, Eric S. H.
Yang, Aimin
Chow, Elaine
Kong, Alice P. S.
Chan, Juliana C. N.
Ma, Ronald C. W.
Luk, Andrea O. Y.
author_facet Zhang, Xinge
Wu, Hongjiang
Fan, Baoqi
Shi, Mai
Lau, Eric S. H.
Yang, Aimin
Chow, Elaine
Kong, Alice P. S.
Chan, Juliana C. N.
Ma, Ronald C. W.
Luk, Andrea O. Y.
author_sort Zhang, Xinge
collection PubMed
description BACKGROUND: Little 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 FINDINGS: Using 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. CONCLUSIONS: These 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.
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spelling pubmed-93027982022-07-22 Lifetime risk of developing diabetes in Chinese people with normoglycemia or prediabetes: A modeling study Zhang, Xinge Wu, Hongjiang Fan, Baoqi Shi, Mai Lau, Eric S. H. Yang, Aimin Chow, Elaine Kong, Alice P. S. Chan, Juliana C. N. Ma, Ronald C. W. Luk, Andrea O. Y. PLoS Med Research Article BACKGROUND: Little 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 FINDINGS: Using 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. CONCLUSIONS: These 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. Public Library of Science 2022-07-21 /pmc/articles/PMC9302798/ /pubmed/35862297 http://dx.doi.org/10.1371/journal.pmed.1004045 Text en © 2022 Zhang et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Zhang, Xinge
Wu, Hongjiang
Fan, Baoqi
Shi, Mai
Lau, Eric S. H.
Yang, Aimin
Chow, Elaine
Kong, Alice P. S.
Chan, Juliana C. N.
Ma, Ronald C. W.
Luk, Andrea O. Y.
Lifetime risk of developing diabetes in Chinese people with normoglycemia or prediabetes: A modeling study
title Lifetime risk of developing diabetes in Chinese people with normoglycemia or prediabetes: A modeling study
title_full Lifetime risk of developing diabetes in Chinese people with normoglycemia or prediabetes: A modeling study
title_fullStr Lifetime risk of developing diabetes in Chinese people with normoglycemia or prediabetes: A modeling study
title_full_unstemmed Lifetime risk of developing diabetes in Chinese people with normoglycemia or prediabetes: A modeling study
title_short Lifetime risk of developing diabetes in Chinese people with normoglycemia or prediabetes: A modeling study
title_sort lifetime risk of developing diabetes in chinese people with normoglycemia or prediabetes: a modeling study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9302798/
https://www.ncbi.nlm.nih.gov/pubmed/35862297
http://dx.doi.org/10.1371/journal.pmed.1004045
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