Yilin Yoshida, Danting Li, Xiang Li, Anand Rohatgi, Lydia Bazzano, Vivian A Fonseca, Lu Qi, Franck Mauvais-Jarvis
{"title":"两项基于人群的研究发现,在2型糖尿病发展和冠心病风险期间,女性动脉粥样硬化性脂质和炎症标志物发生了更大的变化","authors":"Yilin Yoshida, Danting Li, Xiang Li, Anand Rohatgi, Lydia Bazzano, Vivian A Fonseca, Lu Qi, Franck Mauvais-Jarvis","doi":"10.1016/j.jacl.2025.08.010","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Diabetes confers a greater risk of coronary heart disease (CHD) in women than in men, potentially due to women's antecedent of metabolic risk factors. We examined circulating metabolites and their associations with CHD risk in men and women across glycemic statuses.</p><p><strong>Methods: </strong>We analyzed data from 97,271 CHD-free UK Biobank participants. Metabolomic profiling was performed by nuclear magnetic resonance (NMR) spectroscopy of baseline plasma samples. We used linear regression models to examine the association between sex and log-transformed metabolites in newly diagnosed type 2 diabetes (T2D), prediabetes, and euglycemia, adjusting for age, race/ethnicity, Townsend deprivation index, income, smoking, alcohol consumption, physical activity, body mass index, medication use (for diabetes, lipid-lowering, and hypertension). Cox regression models were used to evaluate associations between metabolites and CHD risk (fatal or nonfatal myocardial infarction) stratified by sex and adjusted for the same covariates. We further considered menopausal status, and all analyses were adjusted for false discovery rate. The analyses were replicated in 6,199 participants of the Multi-Ethnic Study of Atherosclerosis (MESA) with NMR data.</p><p><strong>Results: </strong>With worsening glycemic status, women exhibited significantly higher atherogenic lipid/lipoprotein markers, fatty acids, and glycoprotein acetyls (GlycA) than men, as well as lower albumin and lactate (all P-values <.0001). Sex differences persisted regardless of menopausal status. In adjusted Cox regressions, 1 SD increase in triglyceride (TG), saturated fatty acids (SFA), and GlycA was associated with a greater risk of CHD in women with T2D than men over a 10-year follow-up (hazard ratios 1.2-1.5 in women and 0.9-1.04 in men, P-interaction <.05).</p><p><strong>Conclusions: </strong>With worsening glycemic status, women exhibit higher levels of atherogenic lipid and inflammatory markers. TG, GlycA, and SFA are more strongly associated with CHD risk in women with T2D than in men.</p>","PeriodicalId":15392,"journal":{"name":"Journal of clinical lipidology","volume":" ","pages":""},"PeriodicalIF":4.6000,"publicationDate":"2025-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Greater alterations in atherogenic lipids and inflammatory markers in women during type 2 diabetes development and risk of coronary heart disease-findings from two population-based studies.\",\"authors\":\"Yilin Yoshida, Danting Li, Xiang Li, Anand Rohatgi, Lydia Bazzano, Vivian A Fonseca, Lu Qi, Franck Mauvais-Jarvis\",\"doi\":\"10.1016/j.jacl.2025.08.010\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Diabetes confers a greater risk of coronary heart disease (CHD) in women than in men, potentially due to women's antecedent of metabolic risk factors. We examined circulating metabolites and their associations with CHD risk in men and women across glycemic statuses.</p><p><strong>Methods: </strong>We analyzed data from 97,271 CHD-free UK Biobank participants. Metabolomic profiling was performed by nuclear magnetic resonance (NMR) spectroscopy of baseline plasma samples. We used linear regression models to examine the association between sex and log-transformed metabolites in newly diagnosed type 2 diabetes (T2D), prediabetes, and euglycemia, adjusting for age, race/ethnicity, Townsend deprivation index, income, smoking, alcohol consumption, physical activity, body mass index, medication use (for diabetes, lipid-lowering, and hypertension). Cox regression models were used to evaluate associations between metabolites and CHD risk (fatal or nonfatal myocardial infarction) stratified by sex and adjusted for the same covariates. We further considered menopausal status, and all analyses were adjusted for false discovery rate. The analyses were replicated in 6,199 participants of the Multi-Ethnic Study of Atherosclerosis (MESA) with NMR data.</p><p><strong>Results: </strong>With worsening glycemic status, women exhibited significantly higher atherogenic lipid/lipoprotein markers, fatty acids, and glycoprotein acetyls (GlycA) than men, as well as lower albumin and lactate (all P-values <.0001). Sex differences persisted regardless of menopausal status. In adjusted Cox regressions, 1 SD increase in triglyceride (TG), saturated fatty acids (SFA), and GlycA was associated with a greater risk of CHD in women with T2D than men over a 10-year follow-up (hazard ratios 1.2-1.5 in women and 0.9-1.04 in men, P-interaction <.05).</p><p><strong>Conclusions: </strong>With worsening glycemic status, women exhibit higher levels of atherogenic lipid and inflammatory markers. TG, GlycA, and SFA are more strongly associated with CHD risk in women with T2D than in men.</p>\",\"PeriodicalId\":15392,\"journal\":{\"name\":\"Journal of clinical lipidology\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":4.6000,\"publicationDate\":\"2025-08-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of clinical lipidology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1016/j.jacl.2025.08.010\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"PHARMACOLOGY & PHARMACY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of clinical lipidology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.jacl.2025.08.010","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PHARMACOLOGY & PHARMACY","Score":null,"Total":0}
Greater alterations in atherogenic lipids and inflammatory markers in women during type 2 diabetes development and risk of coronary heart disease-findings from two population-based studies.
Background: Diabetes confers a greater risk of coronary heart disease (CHD) in women than in men, potentially due to women's antecedent of metabolic risk factors. We examined circulating metabolites and their associations with CHD risk in men and women across glycemic statuses.
Methods: We analyzed data from 97,271 CHD-free UK Biobank participants. Metabolomic profiling was performed by nuclear magnetic resonance (NMR) spectroscopy of baseline plasma samples. We used linear regression models to examine the association between sex and log-transformed metabolites in newly diagnosed type 2 diabetes (T2D), prediabetes, and euglycemia, adjusting for age, race/ethnicity, Townsend deprivation index, income, smoking, alcohol consumption, physical activity, body mass index, medication use (for diabetes, lipid-lowering, and hypertension). Cox regression models were used to evaluate associations between metabolites and CHD risk (fatal or nonfatal myocardial infarction) stratified by sex and adjusted for the same covariates. We further considered menopausal status, and all analyses were adjusted for false discovery rate. The analyses were replicated in 6,199 participants of the Multi-Ethnic Study of Atherosclerosis (MESA) with NMR data.
Results: With worsening glycemic status, women exhibited significantly higher atherogenic lipid/lipoprotein markers, fatty acids, and glycoprotein acetyls (GlycA) than men, as well as lower albumin and lactate (all P-values <.0001). Sex differences persisted regardless of menopausal status. In adjusted Cox regressions, 1 SD increase in triglyceride (TG), saturated fatty acids (SFA), and GlycA was associated with a greater risk of CHD in women with T2D than men over a 10-year follow-up (hazard ratios 1.2-1.5 in women and 0.9-1.04 in men, P-interaction <.05).
Conclusions: With worsening glycemic status, women exhibit higher levels of atherogenic lipid and inflammatory markers. TG, GlycA, and SFA are more strongly associated with CHD risk in women with T2D than in men.
期刊介绍:
Because the scope of clinical lipidology is broad, the topics addressed by the Journal are equally diverse. Typical articles explore lipidology as it is practiced in the treatment setting, recent developments in pharmacological research, reports of treatment and trials, case studies, the impact of lifestyle modification, and similar academic material of interest to the practitioner.
Sections of Journal of clinical lipidology will address pioneering studies and the clinicians who conduct them, case studies, ethical standards and conduct, professional guidance such as ATP and NCEP, editorial commentary, letters from readers, National Lipid Association (NLA) news and upcoming event information, as well as abstracts from the NLA annual scientific sessions and the scientific forums held by its chapters, when appropriate.