Association of Lipidomic Profiles With Progression of Carotid Artery Atherosclerosis in HIV Infection

被引:28
作者
Chai, Jin Choul [1 ]
Deik, Amy A. [2 ]
Hua, Simin [1 ]
Wang, Tao [1 ]
Hanna, David B. [1 ]
Xue, Xiaonan [1 ]
Haberlen, Sabina A. [3 ]
Shah, Sanjiv J. [4 ]
Suh, Yousin [5 ]
Lazar, Jason M. [6 ]
Gustafson, Deborah [6 ]
Hodis, Howard N. [7 ]
Landay, Alan L. [8 ]
Anastos, Kathryn [1 ,9 ]
Post, Wendy S. [3 ,10 ]
Kaplan, Robert C. [1 ,11 ]
Clish, Clary B. [2 ]
Qi, Qibin [1 ,12 ]
机构
[1] Albert Einstein Coll Med, Dept Epidemiol & Populat Hlth, 1300 Morris Pk Ave, Bronx, NY 10461 USA
[2] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[3] Johns Hopkins Univ, Dept Epidemiol, Baltimore, MD USA
[4] Northwestern Univ, Dept Med, Feinberg Sch Med, Div Cardiol, Chicago, IL 60611 USA
[5] Albert Einstein Coll Med, Dept Genet, Bronx, NY 10461 USA
[6] Suny Downstate Med Ctr, Dept Neurol, Brooklyn, NY 11203 USA
[7] Univ Southern Calif, Keck Sch Med, Atherosclerosis Res Unit, Los Angeles, CA 90007 USA
[8] Rush Univ, Med Ctr, Dept Immunol & Microbiol, Chicago, IL 60612 USA
[9] Albert Einstein Coll Med, Dept Med, Bronx, NY 10461 USA
[10] Johns Hopkins Univ, Dept Med, Div Cardiol, Baltimore, MD USA
[11] Fred Hutchinson Canc Res Ctr, Div Publ Hlth Sci, 1124 Columbia St, Seattle, WA 98104 USA
[12] Harvard TH Chan Sch Publ Hlth, Dept Nutr, Boston, MA USA
基金
美国国家卫生研究院;
关键词
INTIMA-MEDIA THICKNESS; CORONARY-HEART-DISEASE; CARDIOVASCULAR-DISEASE; ANTIRETROVIRAL THERAPY; PLASMA CERAMIDES; RISK; PREDICTION; EVENTS; MODELS; IMPACT;
D O I
10.1001/jamacardio.2019.4025
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
IMPORTANCE Lipid metabolism disruption and excess risk of cardiovascular disease (CVD) have been observed in HIV-infected individuals, but the associations among HIV infection, plasma lipidome, and CVD risk have not been well understood. OBJECTIVE To evaluate plasma lipidomic profiles and their associations with carotid artery atherosclerosis in individuals with HIV and individuals without HIV. DESIGN, SETTING, AND PARTICIPANTS Prospective analysis in the Women's Interagency HIV Study and Multicenter AIDS Cohort Study during a 7-year follow-up (from 2004-2006 to 2011-2013) at multicenter HIV cohorts in the United States. The study included 737 participants aged 35 to 55 years (520 with HIV and 217 without HIV) without CVD or carotid artery plaque at baseline. Data were analyzed between April 2017 and July 2019. EXPOSURES Two hundred eleven plasma lipid species. MAIN OUTCOMES AND MEASURES Poisson regression was used to examine the associations of baseline lipid species with risk of plaque measured by repeated B-mode carotid artery ultrasonography imaging. RESULTS Of the 737 included participants, 398 (54%) were women, 351 (48%) were African American (non-Hispanic), 156 of 737 (21%) were nonwhite Hispanic, and the mean (SD) age was 45 (6) years. After adjusting for demographic and behavioral factors, we identified 12 lipid species, representing independent signals for 10 lipid classes, associated with risk of plaque. Nine lipid species remained significant after further adjusting for conventional CVD risk factors, although many of them showed moderate to high association with conventional blood lipids (eg, total and low-density lipoprotein cholesterols and triglycerides). Cholesteryl ester (16:1) (risk ratio [RR] per standard deviation, 1.28; 95% CI, 1.08-1.52), ceramide (16:0) (RR, 1.29; 95% CI, 1.02-1.63), lysophosphatidylcholine (20:4) (RR, 1.28; 95% CI, 1.05-1.58), lysophosphatidylethanolamine (16:0) (RR, 1.28; 95% CI, 1.05-1.57), phosphatidylethanolamine (38:6) (RR, 1.33; 95% CI, 1.08-1.64), phosphatidylethanolamine-plasmalogen (36:2) (RR, 1.25; 95% CI, 1.04-1.52), phosphatidylserine-plasmalogen (36:3) (RR, 1.19; 95% CI, 1.00-1.43), and triacylglycerol (54:6) (RR, 1.26; 95% CI, 1.04-1.54) were associated with increased risk of plaque, while phosphatidylcholine (36:4) (RR, 0.65; 95% CI, 0.54-0.77) was associated with decreased risk of plaque. Most of these plaque-increased lipid species showed higher levels in individuals with HIV, particularly among individuals with HIV using antiretroviral therapy compared with individuals without HIV. Network analysis identified 9 lipid modules, and 2 modules composed of triacylglycerols and phosphatidylcholines with long and unsaturated acyl chains, respectively, showed the strongest associations with increased risk of plaque. CONCLUSIONS AND RELEVANCE This study identified multiple plasma lipid species associated with carotid artery atherosclerosis, and alterations in these lipid species might be associated with HIV infection and antiretroviral therapy. Our data suggest unfavorable associations of long-chain and unsaturated triacylglycerols and phosphatidylcholines with carotid artery plaque formation.
引用
收藏
页码:1239 / 1249
页数:11
相关论文
共 45 条
[31]   Extensions of net reclassification improvement calculations to measure usefulness of new biomarkers [J].
Pencina, Michael J. ;
D'Agostino, Ralph B., Sr. ;
Steyerberg, Ewout W. .
STATISTICS IN MEDICINE, 2011, 30 (01) :11-21
[32]   Carotid-Wall Intima-Media Thickness and Cardiovascular Events [J].
Polak, Joseph F. ;
Pencina, Michael J. ;
Pencina, Karol M. ;
O'Donnell, Christopher J. ;
Wolf, Philip A. ;
D'Agostino, Ralph B., Sr. .
NEW ENGLAND JOURNAL OF MEDICINE, 2011, 365 (03) :213-221
[33]   Plasma Tryptophan-Kynurenine Metabolites Are Altered in Human Immunodeficiency Virus Infection and Associated With Progression of Carotid Artery Atherosclerosis [J].
Qi, Qibin ;
Hua, Simin ;
Clish, Clary B. ;
Scott, Justin M. ;
Hanna, David B. ;
Wang, Tao ;
Haberlen, Sabina A. ;
Shah, Sanjiv J. ;
Glesby, Marshall J. ;
Lazar, Jason M. ;
Burk, Robert D. ;
Hodis, Howard N. ;
Landay, Alan L. ;
Post, Wendy S. ;
Anastos, Kathryn ;
Kaplan, Robert C. .
CLINICAL INFECTIOUS DISEASES, 2018, 67 (02) :235-242
[34]   Gut Microbial-Related Choline Metabolite Trimethylamine-N-Oxide Is Associated With Progression of Carotid Artery Atherosclerosis in HIV Infection [J].
Shan, Zhilei ;
Clish, Clary B. ;
Hua, Simin ;
Scott, Justin M. ;
Hanna, David B. ;
Burk, Robert D. ;
Haberlen, Sabina A. ;
Shah, Sanjiv J. ;
Margolick, Joseph B. ;
Sears, Cynthia L. ;
Post, Wendy S. ;
Landay, Alan L. ;
Lazar, Jason M. ;
Hodis, Howard N. ;
Anastos, Kathryn ;
Kaplan, Robert C. ;
Qi, Qibin .
JOURNAL OF INFECTIOUS DISEASES, 2018, 218 (09) :1474-1479
[35]   Cytoscape: A software environment for integrated models of biomolecular interaction networks [J].
Shannon, P ;
Markiel, A ;
Ozier, O ;
Baliga, NS ;
Wang, JT ;
Ramage, D ;
Amin, N ;
Schwikowski, B ;
Ideker, T .
GENOME RESEARCH, 2003, 13 (11) :2498-2504
[36]   Lipidomics Profiling and Risk of Cardiovascular Disease in the Prospective Population-Based Bruneck Study [J].
Stegemann, Christin ;
Pechlaner, Raimund ;
Willeit, Peter ;
Langley, Sarah R. ;
Mangino, Massimo ;
Mayr, Ursula ;
Menni, Cristina ;
Moayyeri, Alireza ;
Santer, Peter ;
Rungger, Gregor ;
Spector, Tim D. ;
Willeit, Johann ;
Kiechl, Stefan ;
Mayr, Manuel .
CIRCULATION, 2014, 129 (18) :1821-1831
[37]   Comparative Lipidomics Profiling of Human Atherosclerotic Plaques [J].
Stegemann, Christin ;
Drozdov, Ignat ;
Shalhoub, Joseph ;
Humphries, Julia ;
Ladroue, Christophe ;
Didangelos, Athanasios ;
Baumert, Mark ;
Allen, Mark ;
Davies, Alun H. ;
Monaco, Claudia ;
Smith, Alberto ;
Xu, Qingbo ;
Mayr, Manuel .
CIRCULATION-CARDIOVASCULAR GENETICS, 2011, 4 (03) :232-U270
[38]   HIV and the heart: the impact of antiretroviral therapy: a global perspective [J].
Thienemann, Friedrich ;
Sliwa, Karen ;
Rockstroh, Juergen Kurt .
EUROPEAN HEART JOURNAL, 2013, 34 (46) :3538-+
[39]   Plasma lipidomic profiles and cardiovascular events in a randomized intervention trial with the Mediterranean diet [J].
Toledo, Estefania ;
Wang, Dong D. ;
Ruiz-Canela, Miguel ;
Clish, Clary B. ;
Razquin, Cristina ;
Zheng, Yan ;
Guasch-Ferre, Marta ;
Hruby, Adela ;
Corella, Dolores ;
Gomez-Gracia, Enrique ;
Fiol, Miquel ;
Estruch, Ramon ;
Ros, Emilio ;
Lapetra, Jose ;
Fito, Montserrat ;
Aros, Fernando ;
Serra-Majem, Luis ;
Liang, Liming ;
Salas-Salvado, Jordi ;
Hu, Frank B. ;
Martinez-Gonzalez, Miguel A. .
AMERICAN JOURNAL OF CLINICAL NUTRITION, 2017, 106 (04) :973-983
[40]   Mannheim Carotid Intima-Media Thickness and Plaque Consensus (2004-2006-2011) An Update on Behalf of the Advisory Board of the 3rd, 4th and 5th Watching the Risk Symposia, at the 13th, 15th and 20th European Stroke Conferences, Mannheim, Germany, 2004, Brussels, Belgium, 2006, and Hamburg, Germany, 2011 [J].
Touboul, P. -J. ;
Hennerici, M. G. ;
Meairs, S. ;
Adams, H. ;
Amarenco, P. ;
Bornstein, N. ;
Csiba, L. ;
Desvarieux, M. ;
Ebrahim, S. ;
Hernandez, R. Hernandez ;
Jaff, M. ;
Kownator, S. ;
Naqvi, T. ;
Prati, P. ;
Rundek, T. ;
Sitzer, M. ;
Schminke, U. ;
Tardif, J. -C. ;
Taylor, A. ;
Vicaut, E. ;
Woo, K. S. .
CEREBROVASCULAR DISEASES, 2012, 34 (04) :290-296