Marco Labarile, Isabella C Schoepf, Chloé Pasin, Mariam Ait Oumelloul, Christian W Thorball, Carlotta Riebensahm, Bernard Surial, Gilles Wandeler, Dominique L Braun, Catia Marzolini, Christian R Kahlert, Enos Bernasconi, Matthias Cavassini, Alexandra Calmy, Johannes Nemeth, Lia Bally, Peter Reiss, Amalio Telenti, Bruno Ledergerber, Huldrych F Günthard, Jacques Fellay, Nicola Zamboni, Roger D Kouyos, Philip E Tarr
{"title":"非靶向代谢物谱与体重指数、腰臀比和抗逆转录病毒治疗在bbb1300名HIV患者中的关联:瑞士HIV队列研究","authors":"Marco Labarile, Isabella C Schoepf, Chloé Pasin, Mariam Ait Oumelloul, Christian W Thorball, Carlotta Riebensahm, Bernard Surial, Gilles Wandeler, Dominique L Braun, Catia Marzolini, Christian R Kahlert, Enos Bernasconi, Matthias Cavassini, Alexandra Calmy, Johannes Nemeth, Lia Bally, Peter Reiss, Amalio Telenti, Bruno Ledergerber, Huldrych F Günthard, Jacques Fellay, Nicola Zamboni, Roger D Kouyos, Philip E Tarr","doi":"10.1093/infdis/jiaf438","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Obesity is a major concern in people with HIV (PWH). How obesity and antiretroviral therapy (ART) are associated with specific metabolite profiles in PWH is not well described.</p><p><strong>Methods: </strong>We included Swiss HIV Cohort Study participants aged ≥45 years. We analyzed untargeted metabolite profiles and their association with BMI, waist-hip ratio (WHR), and ART, both current ART regimen categorized based on the \"third drug\" plus individual ART drugs. Metabolite profiles were clustered with hierarchical clustering and visualized as heatmaps and Uniform Manifold Approximation and Projection.</p><p><strong>Results: </strong>We analyzed 1821 putative metabolite ions in 1302 PWH (median age 55 years, 78% male, 94% suppressed HIV RNA, median BMI 24.6kg/m2, 46% overweight/obese). 94 metabolites were associated with BMI and 66 with WHR; the strongest associations were found with amino acids/peptides. 156, 173, and 60 metabolites were associated with exposure to non-nucleoside reverse transcriptase inhibitors, protease-inhibitors, and integrase strand transfer inhibitors, respectively; most associations were found among carbohydrates. We identified specific patterns of metabolic perturbation for efavirenz, nevirapine, lopinavir, atazanavir, and elvitegravir. Most metabolites associated with tenofovir alafenamide were not associated with tenofovir disoproxil fumarate and vice versa. 31 metabolites were associated with either BMI or WHR and ART-exposure. We found no evidence of any metabolite profiles associated with past zidovudine or stavudine exposure or any interactions between ART drug classes and BMI, after adjusting for multiple testing.</p><p><strong>Discussion: </strong>In PWH from Switzerland, untargeted metabolite profiling revealed multiple unreported associations with different ART agents, and previously reported associations with BMI.</p>","PeriodicalId":50179,"journal":{"name":"Journal of Infectious Diseases","volume":" ","pages":""},"PeriodicalIF":4.5000,"publicationDate":"2025-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Untargeted Metabolite Profile Associations with Body Mass Index, Waist-Hip Ratio, and Antiretroviral Therapy in >1300 People with HIV: the Swiss HIV Cohort Study.\",\"authors\":\"Marco Labarile, Isabella C Schoepf, Chloé Pasin, Mariam Ait Oumelloul, Christian W Thorball, Carlotta Riebensahm, Bernard Surial, Gilles Wandeler, Dominique L Braun, Catia Marzolini, Christian R Kahlert, Enos Bernasconi, Matthias Cavassini, Alexandra Calmy, Johannes Nemeth, Lia Bally, Peter Reiss, Amalio Telenti, Bruno Ledergerber, Huldrych F Günthard, Jacques Fellay, Nicola Zamboni, Roger D Kouyos, Philip E Tarr\",\"doi\":\"10.1093/infdis/jiaf438\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Obesity is a major concern in people with HIV (PWH). How obesity and antiretroviral therapy (ART) are associated with specific metabolite profiles in PWH is not well described.</p><p><strong>Methods: </strong>We included Swiss HIV Cohort Study participants aged ≥45 years. We analyzed untargeted metabolite profiles and their association with BMI, waist-hip ratio (WHR), and ART, both current ART regimen categorized based on the \\\"third drug\\\" plus individual ART drugs. Metabolite profiles were clustered with hierarchical clustering and visualized as heatmaps and Uniform Manifold Approximation and Projection.</p><p><strong>Results: </strong>We analyzed 1821 putative metabolite ions in 1302 PWH (median age 55 years, 78% male, 94% suppressed HIV RNA, median BMI 24.6kg/m2, 46% overweight/obese). 94 metabolites were associated with BMI and 66 with WHR; the strongest associations were found with amino acids/peptides. 156, 173, and 60 metabolites were associated with exposure to non-nucleoside reverse transcriptase inhibitors, protease-inhibitors, and integrase strand transfer inhibitors, respectively; most associations were found among carbohydrates. We identified specific patterns of metabolic perturbation for efavirenz, nevirapine, lopinavir, atazanavir, and elvitegravir. Most metabolites associated with tenofovir alafenamide were not associated with tenofovir disoproxil fumarate and vice versa. 31 metabolites were associated with either BMI or WHR and ART-exposure. We found no evidence of any metabolite profiles associated with past zidovudine or stavudine exposure or any interactions between ART drug classes and BMI, after adjusting for multiple testing.</p><p><strong>Discussion: </strong>In PWH from Switzerland, untargeted metabolite profiling revealed multiple unreported associations with different ART agents, and previously reported associations with BMI.</p>\",\"PeriodicalId\":50179,\"journal\":{\"name\":\"Journal of Infectious Diseases\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":4.5000,\"publicationDate\":\"2025-08-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Infectious Diseases\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1093/infdis/jiaf438\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"IMMUNOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Infectious Diseases","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1093/infdis/jiaf438","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"IMMUNOLOGY","Score":null,"Total":0}
Untargeted Metabolite Profile Associations with Body Mass Index, Waist-Hip Ratio, and Antiretroviral Therapy in >1300 People with HIV: the Swiss HIV Cohort Study.
Background: Obesity is a major concern in people with HIV (PWH). How obesity and antiretroviral therapy (ART) are associated with specific metabolite profiles in PWH is not well described.
Methods: We included Swiss HIV Cohort Study participants aged ≥45 years. We analyzed untargeted metabolite profiles and their association with BMI, waist-hip ratio (WHR), and ART, both current ART regimen categorized based on the "third drug" plus individual ART drugs. Metabolite profiles were clustered with hierarchical clustering and visualized as heatmaps and Uniform Manifold Approximation and Projection.
Results: We analyzed 1821 putative metabolite ions in 1302 PWH (median age 55 years, 78% male, 94% suppressed HIV RNA, median BMI 24.6kg/m2, 46% overweight/obese). 94 metabolites were associated with BMI and 66 with WHR; the strongest associations were found with amino acids/peptides. 156, 173, and 60 metabolites were associated with exposure to non-nucleoside reverse transcriptase inhibitors, protease-inhibitors, and integrase strand transfer inhibitors, respectively; most associations were found among carbohydrates. We identified specific patterns of metabolic perturbation for efavirenz, nevirapine, lopinavir, atazanavir, and elvitegravir. Most metabolites associated with tenofovir alafenamide were not associated with tenofovir disoproxil fumarate and vice versa. 31 metabolites were associated with either BMI or WHR and ART-exposure. We found no evidence of any metabolite profiles associated with past zidovudine or stavudine exposure or any interactions between ART drug classes and BMI, after adjusting for multiple testing.
Discussion: In PWH from Switzerland, untargeted metabolite profiling revealed multiple unreported associations with different ART agents, and previously reported associations with BMI.
期刊介绍:
Published continuously since 1904, The Journal of Infectious Diseases (JID) is the premier global journal for original research on infectious diseases. The editors welcome Major Articles and Brief Reports describing research results on microbiology, immunology, epidemiology, and related disciplines, on the pathogenesis, diagnosis, and treatment of infectious diseases; on the microbes that cause them; and on disorders of host immune responses. JID is an official publication of the Infectious Diseases Society of America.