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Temporal sequence of blood lipids and insulin resistance in perimenopausal women: the study of women’s health across the nation

INTRODUCTION: To explore the temporal relationship between blood lipids and insulin resistance in perimenopausal women. RESEARCH DESIGN AND METHODS: The longitudinal cohort consisted of 1386 women (mean age 46.4 years at baseline) in the Study of Women’s Health Across the Nation. Exploratory factor...

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Autores principales: Yu, Wenhao, Zhou, Guangshuai, Fan, Bingbing, Gao, Chaonan, Li, Chunxia, Wei, Mengke, Lv, Jiali, He, Li, Feng, Guoshuang, Zhang, Tao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8966521/
https://www.ncbi.nlm.nih.gov/pubmed/35351687
http://dx.doi.org/10.1136/bmjdrc-2021-002653
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author Yu, Wenhao
Zhou, Guangshuai
Fan, Bingbing
Gao, Chaonan
Li, Chunxia
Wei, Mengke
Lv, Jiali
He, Li
Feng, Guoshuang
Zhang, Tao
author_facet Yu, Wenhao
Zhou, Guangshuai
Fan, Bingbing
Gao, Chaonan
Li, Chunxia
Wei, Mengke
Lv, Jiali
He, Li
Feng, Guoshuang
Zhang, Tao
author_sort Yu, Wenhao
collection PubMed
description INTRODUCTION: To explore the temporal relationship between blood lipids and insulin resistance in perimenopausal women. RESEARCH DESIGN AND METHODS: The longitudinal cohort consisted of 1386 women (mean age 46.4 years at baseline) in the Study of Women’s Health Across the Nation. Exploratory factor analysis was used to identify appropriate latent factors of lipids (total cholesterol (TC); triglyceride (TG); high-density lipoprotein cholesterol (HDL-C); low-density lipoprotein cholesterol (LDL-C); lipoprotein A-I (LpA-I); apolipoprotein A-I (ApoA-I); apolipoprotein B (ApoB)). Cross-lagged path analysis was used to explore the temporal sequence of blood lipids and homeostasis model assessment of insulin resistance (HOMA-IR). RESULTS: Three latent lipid factors were defined as: the TG factor, the cholesterol transport factor (CT), including TC, LDL-C, and ApoB; the reverse cholesterol transport factor (RCT), including HDL-C, LpA-I, and ApoA-I. The cumulative variance contribution rate of the three factors was 86.3%. The synchronous correlations between baseline TG, RCT, CT, and baseline HOMA-IR were 0.284, −0.174, and 0.112 (p<0.05 for all). After adjusting for age, race, smoking, drinking, body mass index, and follow-up years, the path coefficients of TG→HOMA-IR (0.073, p=0.004), and HOMA-IR→TG (0.057, p=0.006) suggested a bidirectional relationship between TG and HOMA-IR. The path coefficients of RCT→HOMA-IR (−0.091, P < 0.001) and HOMA-IR→RCT (−0.058, p=0.002) were also significant, but the path coefficients of CT→HOMA-IR (0.031, p=0.206) and HOMA-IR→CT (−0.028, p=0.113) were not. The sensitivity analyses showed consistent results. CONCLUSIONS: These findings provide evidence that TG and the reverse cholesterol transport-related lipids are related with insulin resistance bidirectionally, while there is no temporal relationship between the cholesterol transport factor and insulin resistance.
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spelling pubmed-89665212022-04-19 Temporal sequence of blood lipids and insulin resistance in perimenopausal women: the study of women’s health across the nation Yu, Wenhao Zhou, Guangshuai Fan, Bingbing Gao, Chaonan Li, Chunxia Wei, Mengke Lv, Jiali He, Li Feng, Guoshuang Zhang, Tao BMJ Open Diabetes Res Care Metabolism INTRODUCTION: To explore the temporal relationship between blood lipids and insulin resistance in perimenopausal women. RESEARCH DESIGN AND METHODS: The longitudinal cohort consisted of 1386 women (mean age 46.4 years at baseline) in the Study of Women’s Health Across the Nation. Exploratory factor analysis was used to identify appropriate latent factors of lipids (total cholesterol (TC); triglyceride (TG); high-density lipoprotein cholesterol (HDL-C); low-density lipoprotein cholesterol (LDL-C); lipoprotein A-I (LpA-I); apolipoprotein A-I (ApoA-I); apolipoprotein B (ApoB)). Cross-lagged path analysis was used to explore the temporal sequence of blood lipids and homeostasis model assessment of insulin resistance (HOMA-IR). RESULTS: Three latent lipid factors were defined as: the TG factor, the cholesterol transport factor (CT), including TC, LDL-C, and ApoB; the reverse cholesterol transport factor (RCT), including HDL-C, LpA-I, and ApoA-I. The cumulative variance contribution rate of the three factors was 86.3%. The synchronous correlations between baseline TG, RCT, CT, and baseline HOMA-IR were 0.284, −0.174, and 0.112 (p<0.05 for all). After adjusting for age, race, smoking, drinking, body mass index, and follow-up years, the path coefficients of TG→HOMA-IR (0.073, p=0.004), and HOMA-IR→TG (0.057, p=0.006) suggested a bidirectional relationship between TG and HOMA-IR. The path coefficients of RCT→HOMA-IR (−0.091, P < 0.001) and HOMA-IR→RCT (−0.058, p=0.002) were also significant, but the path coefficients of CT→HOMA-IR (0.031, p=0.206) and HOMA-IR→CT (−0.028, p=0.113) were not. The sensitivity analyses showed consistent results. CONCLUSIONS: These findings provide evidence that TG and the reverse cholesterol transport-related lipids are related with insulin resistance bidirectionally, while there is no temporal relationship between the cholesterol transport factor and insulin resistance. BMJ Publishing Group 2022-03-29 /pmc/articles/PMC8966521/ /pubmed/35351687 http://dx.doi.org/10.1136/bmjdrc-2021-002653 Text en © Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) .
spellingShingle Metabolism
Yu, Wenhao
Zhou, Guangshuai
Fan, Bingbing
Gao, Chaonan
Li, Chunxia
Wei, Mengke
Lv, Jiali
He, Li
Feng, Guoshuang
Zhang, Tao
Temporal sequence of blood lipids and insulin resistance in perimenopausal women: the study of women’s health across the nation
title Temporal sequence of blood lipids and insulin resistance in perimenopausal women: the study of women’s health across the nation
title_full Temporal sequence of blood lipids and insulin resistance in perimenopausal women: the study of women’s health across the nation
title_fullStr Temporal sequence of blood lipids and insulin resistance in perimenopausal women: the study of women’s health across the nation
title_full_unstemmed Temporal sequence of blood lipids and insulin resistance in perimenopausal women: the study of women’s health across the nation
title_short Temporal sequence of blood lipids and insulin resistance in perimenopausal women: the study of women’s health across the nation
title_sort temporal sequence of blood lipids and insulin resistance in perimenopausal women: the study of women’s health across the nation
topic Metabolism
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8966521/
https://www.ncbi.nlm.nih.gov/pubmed/35351687
http://dx.doi.org/10.1136/bmjdrc-2021-002653
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