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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2022
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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. |
format | Online Article Text |
id | pubmed-8966521 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
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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