Cargando…

Development and evaluation of a risk score for type 2 diabetes mellitus among middle-aged Chinese rural population based on the RuralDiab Study

The purpose of this study was to establish a simple and effective risk score for type 2 diabetes mellitus (T2DM) in middle-aged rural Chinese. Total of 5453 participants aged 30–59 years from the Rural Diabetes, Obesity and Lifestyle (RuralDiab) study were recruited for establishing the RuralDiab ri...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhou, Hao, Li, Yuqian, Liu, Xiaotian, Xu, Fei, Li, Linlin, Yang, Kaili, Qian, Xinling, Liu, Ruihua, Bie, Ronghai, Wang, Chongjian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5314328/
https://www.ncbi.nlm.nih.gov/pubmed/28209984
http://dx.doi.org/10.1038/srep42685
_version_ 1782508499590184960
author Zhou, Hao
Li, Yuqian
Liu, Xiaotian
Xu, Fei
Li, Linlin
Yang, Kaili
Qian, Xinling
Liu, Ruihua
Bie, Ronghai
Wang, Chongjian
author_facet Zhou, Hao
Li, Yuqian
Liu, Xiaotian
Xu, Fei
Li, Linlin
Yang, Kaili
Qian, Xinling
Liu, Ruihua
Bie, Ronghai
Wang, Chongjian
author_sort Zhou, Hao
collection PubMed
description The purpose of this study was to establish a simple and effective risk score for type 2 diabetes mellitus (T2DM) in middle-aged rural Chinese. Total of 5453 participants aged 30–59 years from the Rural Diabetes, Obesity and Lifestyle (RuralDiab) study were recruited for establishing the RuralDiab risk score by using logistic regression analysis. The RuralDiab risk score was validated in a prospective study from Henan Province of China, and compared with previous risk scores by using the receiver-operating characteristics cure. Ultimately, sex, age, family history of diabetes, physical activity, waist circumference, history of dyslipidemia, diastolic blood pressure, body mass index were included in the RuralDiab risk score (range from 0 to 36), and the optimal cutoff value was 17 with 67.9% sensitivity and 67.8% specificity. The area under the cures (AUC) of the RuralDiab risk score was 0.723(95%CI: 0.710–0.735) for T2DM in validation population, which was significant higher than the American Diabetes Association score (AUC: 0.636), the Inter99 score (AUC: 0.669), the Oman risk score (AUC: 0.675). The RuralDiab risk score was established and demonstrated an appropriate performance for predicting T2DM in middle-aged Chinese rural population. Further studies for validation should be implemented in different populations.
format Online
Article
Text
id pubmed-5314328
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher Nature Publishing Group
record_format MEDLINE/PubMed
spelling pubmed-53143282017-02-23 Development and evaluation of a risk score for type 2 diabetes mellitus among middle-aged Chinese rural population based on the RuralDiab Study Zhou, Hao Li, Yuqian Liu, Xiaotian Xu, Fei Li, Linlin Yang, Kaili Qian, Xinling Liu, Ruihua Bie, Ronghai Wang, Chongjian Sci Rep Article The purpose of this study was to establish a simple and effective risk score for type 2 diabetes mellitus (T2DM) in middle-aged rural Chinese. Total of 5453 participants aged 30–59 years from the Rural Diabetes, Obesity and Lifestyle (RuralDiab) study were recruited for establishing the RuralDiab risk score by using logistic regression analysis. The RuralDiab risk score was validated in a prospective study from Henan Province of China, and compared with previous risk scores by using the receiver-operating characteristics cure. Ultimately, sex, age, family history of diabetes, physical activity, waist circumference, history of dyslipidemia, diastolic blood pressure, body mass index were included in the RuralDiab risk score (range from 0 to 36), and the optimal cutoff value was 17 with 67.9% sensitivity and 67.8% specificity. The area under the cures (AUC) of the RuralDiab risk score was 0.723(95%CI: 0.710–0.735) for T2DM in validation population, which was significant higher than the American Diabetes Association score (AUC: 0.636), the Inter99 score (AUC: 0.669), the Oman risk score (AUC: 0.675). The RuralDiab risk score was established and demonstrated an appropriate performance for predicting T2DM in middle-aged Chinese rural population. Further studies for validation should be implemented in different populations. Nature Publishing Group 2017-02-17 /pmc/articles/PMC5314328/ /pubmed/28209984 http://dx.doi.org/10.1038/srep42685 Text en Copyright © 2017, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Zhou, Hao
Li, Yuqian
Liu, Xiaotian
Xu, Fei
Li, Linlin
Yang, Kaili
Qian, Xinling
Liu, Ruihua
Bie, Ronghai
Wang, Chongjian
Development and evaluation of a risk score for type 2 diabetes mellitus among middle-aged Chinese rural population based on the RuralDiab Study
title Development and evaluation of a risk score for type 2 diabetes mellitus among middle-aged Chinese rural population based on the RuralDiab Study
title_full Development and evaluation of a risk score for type 2 diabetes mellitus among middle-aged Chinese rural population based on the RuralDiab Study
title_fullStr Development and evaluation of a risk score for type 2 diabetes mellitus among middle-aged Chinese rural population based on the RuralDiab Study
title_full_unstemmed Development and evaluation of a risk score for type 2 diabetes mellitus among middle-aged Chinese rural population based on the RuralDiab Study
title_short Development and evaluation of a risk score for type 2 diabetes mellitus among middle-aged Chinese rural population based on the RuralDiab Study
title_sort development and evaluation of a risk score for type 2 diabetes mellitus among middle-aged chinese rural population based on the ruraldiab study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5314328/
https://www.ncbi.nlm.nih.gov/pubmed/28209984
http://dx.doi.org/10.1038/srep42685
work_keys_str_mv AT zhouhao developmentandevaluationofariskscorefortype2diabetesmellitusamongmiddleagedchineseruralpopulationbasedontheruraldiabstudy
AT liyuqian developmentandevaluationofariskscorefortype2diabetesmellitusamongmiddleagedchineseruralpopulationbasedontheruraldiabstudy
AT liuxiaotian developmentandevaluationofariskscorefortype2diabetesmellitusamongmiddleagedchineseruralpopulationbasedontheruraldiabstudy
AT xufei developmentandevaluationofariskscorefortype2diabetesmellitusamongmiddleagedchineseruralpopulationbasedontheruraldiabstudy
AT lilinlin developmentandevaluationofariskscorefortype2diabetesmellitusamongmiddleagedchineseruralpopulationbasedontheruraldiabstudy
AT yangkaili developmentandevaluationofariskscorefortype2diabetesmellitusamongmiddleagedchineseruralpopulationbasedontheruraldiabstudy
AT qianxinling developmentandevaluationofariskscorefortype2diabetesmellitusamongmiddleagedchineseruralpopulationbasedontheruraldiabstudy
AT liuruihua developmentandevaluationofariskscorefortype2diabetesmellitusamongmiddleagedchineseruralpopulationbasedontheruraldiabstudy
AT bieronghai developmentandevaluationofariskscorefortype2diabetesmellitusamongmiddleagedchineseruralpopulationbasedontheruraldiabstudy
AT wangchongjian developmentandevaluationofariskscorefortype2diabetesmellitusamongmiddleagedchineseruralpopulationbasedontheruraldiabstudy