Type 2 diabetes is more predictable in women than men by multiple anthropometric and biochemical measures

Abstract Men and women are sexually dimorphic but whether common anthropometric and biochemical parameters predict type 2 diabetes (T2D) in different ways has not been well studied. Here we recruit 1579 participants in Hainan Province, China, and group them by sex. We compared the prediction power o...

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Main Authors: Tangying Li, Huibiao Quan, Huachuan Zhang, Leweihua Lin, Lu Lin, Qianying Ou, Kaining Chen
Format: Article
Language:English
Published: Nature Publishing Group 2021-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-85581-z
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spelling doaj-0849ad6d7cd14dcda3fd3fbcc19338a32021-03-21T12:33:56ZengNature Publishing GroupScientific Reports2045-23222021-03-0111111010.1038/s41598-021-85581-zType 2 diabetes is more predictable in women than men by multiple anthropometric and biochemical measuresTangying Li0Huibiao Quan1Huachuan Zhang2Leweihua Lin3Lu Lin4Qianying Ou5Kaining Chen6Department of Health Care Centre, Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical UniversityDepartment of Endocrinology, Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical UniversityDepartment of Endocrinology Laboratory, Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical UniversityDepartment of Endocrinology, Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical UniversityDepartment of Endocrinology, Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical UniversityDepartment of Endocrinology, Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical UniversityDepartment of Endocrinology, Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical UniversityAbstract Men and women are sexually dimorphic but whether common anthropometric and biochemical parameters predict type 2 diabetes (T2D) in different ways has not been well studied. Here we recruit 1579 participants in Hainan Province, China, and group them by sex. We compared the prediction power of common parameters of T2D in two sexes by association, regression, and Receiver Operating Characteristic (ROC) analysis. HbA1c is associated with FPG stronger in women than in men and the regression coefficient is higher, consistent with higher prediction power for T2D. Age, waist circumference, BMI, systolic and diastolic blood pressure, triglyceride levels, total cholesterol, LDL, HDL, fasting insulin, and proinsulin levels all predict T2D better in women. Except for diastolic blood pressure, all parameters associate or tend to associate with FPG stronger in women than in men. Except for diastolic blood pressure and fasting proinsulin, all parameters associate or tend to associate with HbA1c stronger in women than in men. Except for fasting proinsulin and HDL, the regression coefficients of all parameters with FPG and HbA1c were higher in women than in men. Together, by the above anthropometric and biochemical measures, T2D is more readily predicted in women than men, suggesting the importance of sex-based subgroup analysis in T2D research.https://doi.org/10.1038/s41598-021-85581-z
collection DOAJ
language English
format Article
sources DOAJ
author Tangying Li
Huibiao Quan
Huachuan Zhang
Leweihua Lin
Lu Lin
Qianying Ou
Kaining Chen
spellingShingle Tangying Li
Huibiao Quan
Huachuan Zhang
Leweihua Lin
Lu Lin
Qianying Ou
Kaining Chen
Type 2 diabetes is more predictable in women than men by multiple anthropometric and biochemical measures
Scientific Reports
author_facet Tangying Li
Huibiao Quan
Huachuan Zhang
Leweihua Lin
Lu Lin
Qianying Ou
Kaining Chen
author_sort Tangying Li
title Type 2 diabetes is more predictable in women than men by multiple anthropometric and biochemical measures
title_short Type 2 diabetes is more predictable in women than men by multiple anthropometric and biochemical measures
title_full Type 2 diabetes is more predictable in women than men by multiple anthropometric and biochemical measures
title_fullStr Type 2 diabetes is more predictable in women than men by multiple anthropometric and biochemical measures
title_full_unstemmed Type 2 diabetes is more predictable in women than men by multiple anthropometric and biochemical measures
title_sort type 2 diabetes is more predictable in women than men by multiple anthropometric and biochemical measures
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2021-03-01
description Abstract Men and women are sexually dimorphic but whether common anthropometric and biochemical parameters predict type 2 diabetes (T2D) in different ways has not been well studied. Here we recruit 1579 participants in Hainan Province, China, and group them by sex. We compared the prediction power of common parameters of T2D in two sexes by association, regression, and Receiver Operating Characteristic (ROC) analysis. HbA1c is associated with FPG stronger in women than in men and the regression coefficient is higher, consistent with higher prediction power for T2D. Age, waist circumference, BMI, systolic and diastolic blood pressure, triglyceride levels, total cholesterol, LDL, HDL, fasting insulin, and proinsulin levels all predict T2D better in women. Except for diastolic blood pressure, all parameters associate or tend to associate with FPG stronger in women than in men. Except for diastolic blood pressure and fasting proinsulin, all parameters associate or tend to associate with HbA1c stronger in women than in men. Except for fasting proinsulin and HDL, the regression coefficients of all parameters with FPG and HbA1c were higher in women than in men. Together, by the above anthropometric and biochemical measures, T2D is more readily predicted in women than men, suggesting the importance of sex-based subgroup analysis in T2D research.
url https://doi.org/10.1038/s41598-021-85581-z
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