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Kolossváry M, Schnittman SR, Zanni MV, Fitch KV, Fichtenbaum CJ, Aberg JA, Bloomfield GS, Malvestutto CD, Currier J, Diggs MR, deFilippi C, Eckard AR, Curran A, Centinbas M, Sadreyev R, Foldyna B, Mayrhofer T, Karady J, Taron J, McCallum S, Lu MT, Ribaudo HJ, Douglas PS, Grinspoon SK. Pitavastatin, Procollagen Pathways, and Plaque Stabilization in Patients With HIV: A Secondary Analysis of the REPRIEVE Randomized Clinical Trial. JAMA Cardiol 2024:2827835. [PMID: 39661372 PMCID: PMC11771813 DOI: 10.1001/jamacardio.2024.4115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Accepted: 09/29/2024] [Indexed: 12/12/2024]
Abstract
Importance In a mechanistic substudy of the Randomized Trial to Prevent Vascular Events in HIV (REPRIEVE) randomized clinical trial, pitavastatin reduced noncalcified plaque (NCP) volume, but specific protein and gene pathways contributing to changes in coronary plaque remain unknown. Objective To use targeted discovery proteomics and transcriptomics approaches to interrogate biological pathways beyond low-density lipoprotein cholesterol (LDL-C), relating statin outcomes to reduce NCP volume and promote plaque stabilization among people with HIV (PWH). Design, Setting, and Participants This was a post hoc analysis of the double-blind, placebo-controlled, REPRIEVE randomized clinical trial. Participants underwent coronary computed tomography angiography (CTA), plasma protein analysis, and transcriptomic analysis at baseline and 2-year follow-up. The trial enrolled PWH from April 2015 to February 2018 at 31 US research sites. PWH without known cardiovascular diseases taking antiretroviral therapy and with low to moderate 10-year cardiovascular risk were eligible. Data analyses were conducted from October 2023 to February 2024. Intervention Oral pitavastatin calcium, 4 mg per day. Main Outcomes and Measures Relative change in plasma proteomics, transcriptomics, and noncalcified plaque volume among those receiving treatment vs placebo. Results Among 558 individuals (mean [SD] age, 51 [6] years; 455 male [82%]) included in the proteomics assessment, 272 (48.7%) received pitavastatin and 286 (51.3%) received placebo. After adjusting for false discovery rates, pitavastatin increased abundance of procollagen C-endopeptidase enhancer 1 (PCOLCE), neuropilin 1 (NRP-1), major histocompatibility complex class I polypeptide-related sequence A (MIC-A) and B (MIC-B), and decreased abundance of tissue factor pathway inhibitor (TFPI), tumor necrosis factor ligand superfamily member 10 (TRAIL), angiopoietin-related protein 3 (ANGPTL3), and mannose-binding protein C (MBL2). Among these proteins, the association of pitavastatin with PCOLCE (a rate-limiting enzyme of collagen deposition) was greatest, with an effect size of 24.3% (95% CI, 18.0%-30.8%; P < .001). In a transcriptomic analysis, individual collagen genes and collagen gene sets showed increased expression. Among the 195 individuals with plaque at baseline (88 [45.1%] taking pitavastatin, 107 [54.9%] taking placebo), changes in NCP volume were most strongly associated with changes in PCOLCE (%change NCP volume/log2-fold change = -31.9%; 95% CI, -42.9% to -18.7%; P < .001), independent of changes in LDL-C level. Increases in PCOLCE related most strongly to change in the fibro-fatty (<130 Hounsfield units) component of NCP (%change fibro-fatty volume/log2-fold change = -38.5%; 95% CI, -58.1% to -9.7%; P = .01) with a directionally opposite, although nonsignificant, increase in calcified plaque (%change calcified volume/log2-fold change = 34.4%; 95% CI, -7.9% to 96.2%; P = .12). Conclusions and Relevance Results of this secondary analysis of the REPRIEVE randomized clinical trial suggest that PCOLCE may be associated with the atherosclerotic plaque stabilization effects of statins by promoting collagen deposition in the extracellular matrix transforming vulnerable plaque phenotypes to more stable coronary lesions. Trial Registration ClinicalTrials.gov Identifier: NCT02344290.
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Affiliation(s)
- Márton Kolossváry
- Metabolism Unit, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Samuel R. Schnittman
- Metabolism Unit, Massachusetts General Hospital, Harvard Medical School, Boston
- Division of Infectious Diseases, Massachusetts General Hospital, Boston
| | - Markella V. Zanni
- Metabolism Unit, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Kathleen V. Fitch
- Metabolism Unit, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Carl J. Fichtenbaum
- Division of Infectious Diseases, Department of Medicine, University of Cincinnati, Cincinnati, Ohio
| | - Judith A. Aberg
- Division of Infectious Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Gerald S. Bloomfield
- Department of Medicine, Duke Global Health Institute, Duke Clinical Research Institute, Duke University, Durham, North Carolina
| | | | - Judith Currier
- Division of Infectious Diseases, University of California, Los Angeles, Los Angeles, California
| | - Marissa R. Diggs
- Metabolism Unit, Massachusetts General Hospital, Harvard Medical School, Boston
| | | | - Allison Ross Eckard
- Departments of Pediatrics and Medicine, Divisions of Infectious Diseases, Medical University of South Carolina, Charleston
| | - Adrian Curran
- Infectious Diseases Department, Vall d’Hebron Research Institute, Hospital Universitari Vall d’Hebron, Barcelona, Spain
| | - Murat Centinbas
- Department of Molecular Biology, Massachusetts General Hospital, Boston
- Department of Genetics, Harvard Medical School, Boston, Massachusetts
| | - Ruslan Sadreyev
- Department of Molecular Biology, Massachusetts General Hospital, Boston
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Borek Foldyna
- Cardiovascular Imaging Research Center, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Thomas Mayrhofer
- Cardiovascular Imaging Research Center, Massachusetts General Hospital, Harvard Medical School, Boston
- School of Business Studies, Stralsund University of Applied Sciences, Stralsund, Germany
| | - Julia Karady
- Cardiovascular Imaging Research Center, Massachusetts General Hospital, Harvard Medical School, Boston
- Cardiovascular Imaging Research Group, Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Jana Taron
- Department of Molecular Biology, Massachusetts General Hospital, Boston
- Department of Radiology, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg, Germany
| | - Sara McCallum
- Metabolism Unit, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Michael T. Lu
- Cardiovascular Imaging Research Center, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Heather J. Ribaudo
- Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Pamela S. Douglas
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, North Carolina
| | - Steven K. Grinspoon
- Metabolism Unit, Massachusetts General Hospital, Harvard Medical School, Boston
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Benincasa G, Suades R, Padró T, Badimon L, Napoli C. Bioinformatic platforms for clinical stratification of natural history of atherosclerotic cardiovascular diseases. EUROPEAN HEART JOURNAL. CARDIOVASCULAR PHARMACOTHERAPY 2023; 9:758-769. [PMID: 37562936 DOI: 10.1093/ehjcvp/pvad059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 07/19/2023] [Accepted: 08/09/2023] [Indexed: 08/12/2023]
Abstract
Although bioinformatic methods gained a lot of attention in the latest years, their use in real-world studies for primary and secondary prevention of atherosclerotic cardiovascular diseases (ASCVD) is still lacking. Bioinformatic resources have been applied to thousands of individuals from the Framingham Heart Study as well as health care-associated biobanks such as the UK Biobank, the Million Veteran Program, and the CARDIoGRAMplusC4D Consortium and randomized controlled trials (i.e. ODYSSEY, FOURIER, ASPREE, and PREDIMED). These studies contributed to the development of polygenic risk scores (PRS), which emerged as novel potent genetic-oriented tools, able to calculate the individual risk of ASCVD and to predict the individual response to therapies such as statins and proprotein convertase subtilisin/kexin type 9 inhibitor. ASCVD are the first cause of death around the world including coronary heart disease (CHD), peripheral artery disease, and stroke. To achieve the goal of precision medicine and personalized therapy, advanced bioinformatic platforms are set to link clinically useful indices to heterogeneous molecular data, mainly epigenomics, transcriptomics, metabolomics, and proteomics. The DIANA study found that differential methylation of ABCA1, TCF7, PDGFA, and PRKCZ significantly discriminated patients with acute coronary syndrome from healthy subjects and their expression levels positively associated with CK-MB serum concentrations. The ARIC Study revealed several plasma proteins, acting or not in lipid metabolism, with a potential role in determining the different pleiotropic effects of statins in each subject. The implementation of molecular high-throughput studies and bioinformatic techniques into traditional cardiovascular risk prediction scores is emerging as a more accurate practice to stratify patients earlier in life and to favour timely and tailored risk reduction strategies. Of note, radiogenomics aims to combine imaging features extracted for instance by coronary computed tomography angiography and molecular biomarkers to create CHD diagnostic algorithms useful to characterize atherosclerotic lesions and myocardial abnormalities. The current view is that such platforms could be of clinical value for prevention, risk stratification, and treatment of ASCVD.
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Affiliation(s)
- Giuditta Benincasa
- Department of Advanced Medical and Surgical Sciences (DAMSS), University of Campania 'Luigi Vanvitelli', 80138 Naples, Italy
- Cardiovascular Program ICCC, Research Institute of Hospital Santa Creu i Sant Pau, IIB Sant Pau, Avinguda Sant Antoni Maria Claret 167, Pavelló 11 (Antic Convent), 08049 Barcelona, Spain
| | - Rosa Suades
- Cardiovascular Program ICCC, Research Institute of Hospital Santa Creu i Sant Pau, IIB Sant Pau, Avinguda Sant Antoni Maria Claret 167, Pavelló 11 (Antic Convent), 08049 Barcelona, Spain
- Centro de Investigación Biomédica en Red Cardiovascular (CIBERCV) Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Teresa Padró
- Cardiovascular Program ICCC, Research Institute of Hospital Santa Creu i Sant Pau, IIB Sant Pau, Avinguda Sant Antoni Maria Claret 167, Pavelló 11 (Antic Convent), 08049 Barcelona, Spain
- Centro de Investigación Biomédica en Red Cardiovascular (CIBERCV) Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Lina Badimon
- Cardiovascular Program ICCC, Research Institute of Hospital Santa Creu i Sant Pau, IIB Sant Pau, Avinguda Sant Antoni Maria Claret 167, Pavelló 11 (Antic Convent), 08049 Barcelona, Spain
- Centro de Investigación Biomédica en Red Cardiovascular (CIBERCV) Instituto de Salud Carlos III, 28029 Madrid, Spain
- Cardiovascular Research Chair, Universitat Autònoma de Barcelona (UAB), 08193 Barcelona, Spain
| | - Claudio Napoli
- Department of Advanced Medical and Surgical Sciences (DAMSS), University of Campania 'Luigi Vanvitelli', 80138 Naples, Italy
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Bohn B, Lutsey PL, Tang W, Pankow JS, Norby FL, Yu B, Ballantyne CM, Whitsel EA, Matsushita K, Demmer RT. A proteomic approach for investigating the pleiotropic effects of statins in the atherosclerosis risk in communities (ARIC) study. J Proteomics 2023; 272:104788. [PMID: 36470581 PMCID: PMC9819193 DOI: 10.1016/j.jprot.2022.104788] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 11/17/2022] [Accepted: 11/20/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND Statins are prescribed to reduce LDL-c and risk of CVD. Statins have pleiotropic effects, affecting pathophysiological functions beyond LDL-c reduction. We compared the proteome of statin users and nonusers (controls). We hypothesized that statin use is associated with proteins unrelated to lipid metabolism. METHODS Among 10,902 participants attending ARIC visit 3 (1993-95), plasma concentrations of 4955 proteins were determined using SOMAlogic's DNA aptamer-based capture array. 379 participants initiated statins within the 2 years prior. Propensity scores (PS) were calculated based on visit 2 (1990-92) LDL-c levels and visit 3 demographic/clinical characteristics. 360 statin users were PS matched to controls. Log2-transformed and standardized protein levels were compared using t-tests, with false discovery rate (FDR) adjustment for multiple comparisons. Analyses were replicated in visit 2. RESULTS Covariates were balanced after PS matching, except for higher visit 3 LDL-c levels among controls (125.70 vs 147.65 mg/dL; p < 0.0001). Statin users had 11 enriched and 11 depleted protein levels after FDR adjustment (q < 0.05). Proteins related and unrelated to lipid metabolism differed between groups. Results were largely replicated in visit 2. CONCLUSION Proteins unrelated to lipid metabolism differed by statin use. Pending external validation, exploring their biological functions could elucidate pleiotropic effects of statins. SIGNIFICANCE Statins are the primary pharmacotherapy for lowering low-density lipoprotein (LDL) cholesterol and preventing cardiovascular disease. Their primary mechanism of action is through inhibiting the protein 3hydroxy-3-methylglutaryl CoA reductase (HMGCR) in the mevalonate pathway of LDL cholesterol synthesis. However, statins have pleiotropic effects and may affect other biological processes directly or indirectly, with hypothesized negative and positive effects. The present study contributes to identifying these pathways by comparing the proteome of stain users and nonusers with propensity score matching. Our findings highlight potential biological mechanisms underlying statin pleiotropy, informing future efforts to identify statin users at risk of rare nonatherosclerotic outcomes and identify health benefits of statin use independent of LDL-C reduction.
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Affiliation(s)
- Bruno Bohn
- Division of Epidemiology and Community Health, University of Minnesota School of Public Health, United States of America
| | - Pamela L Lutsey
- Division of Epidemiology and Community Health, University of Minnesota School of Public Health, United States of America
| | - Weihong Tang
- Division of Epidemiology and Community Health, University of Minnesota School of Public Health, United States of America
| | - James S Pankow
- Division of Epidemiology and Community Health, University of Minnesota School of Public Health, United States of America
| | - Faye L Norby
- Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Health System, Los Angeles, CA, United States of America
| | - Bing Yu
- Baylor College of Medicine, United States of America
| | | | - Eric A Whitsel
- Department of Epidemiology, Gillings School of Public Health and Department of Medicine, University of North Carolina - Chapel Hill, NC, United States of America
| | - Kunihiro Matsushita
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, United States of America
| | - Ryan T Demmer
- Division of Epidemiology and Community Health, University of Minnesota School of Public Health, United States of America.
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Kolossváry M, deFilippi C, Lu MT, Zanni MV, Fulda ES, Foldyna B, Ribaudo H, Mayrhofer T, Collier AC, Bloomfield GS, Fichtenbaum C, Overton ET, Aberg JA, Currier J, Fitch KV, Douglas PS, Grinspoon SK. Proteomic Signature of Subclinical Coronary Artery Disease in People With HIV: Analysis of the REPRIEVE Mechanistic Substudy. J Infect Dis 2022; 226:1809-1822. [PMID: 35535576 PMCID: PMC10205625 DOI: 10.1093/infdis/jiac196] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 05/06/2022] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND People with HIV (PWH) have subclinical coronary artery disease (CAD) despite low traditional atherosclerotic cardiovascular disease (ASCVD) risk scores. Coronary plaque in PWH presents as a unique phenotype, but little is known about the contributions of specific inflammatory pathways to plaque phenotypes in PWH. METHODS The REPRIEVE Mechanistic Substudy enrolled PWH on ART without known cardiovascular disease. We used a targeted discovery proteomics approach to evaluate 246 unique proteins representing cardiovascular, inflammatory, and immune pathways. Proteomic signatures were determined for presence of coronary artery calcium (CAC > 0) and presence of coronary plaque. RESULTS Data were available for 662 participants (aged 51 [SD 6] years, ASCVD risk score 4.9% [SD 3.1%]). Among 12 proteins associated with both CAC and presence of coronary plaque, independent of ASCVD risk score, the odds ratios were highest for NRP1: 5.1 (95% confidence interval [CI], 2.3-11.4) for CAC and 2.9 (95% CI, 1.4-6.1) for presence of plaque. Proteins uniquely related to presence of plaque were CST3, LTBR, MEPE, PLC, SERPINA5, and TNFSF13B; in contrast, DCN, IL-6RA, OSMR, ST2, and VCAM1 were only related to CAC. CONCLUSIONS Distinct immune and inflammatory pathways are differentially associated with subclinical CAD phenotypes among PWH. This comprehensive set of targets should be further investigated to reduce atherosclerosis and ASCVD in PWH. CLINICAL TRIALS REGISTRATION NCT02344290.
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Affiliation(s)
- Márton Kolossváry
- Cardiovascular Imaging Research Center, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Chris deFilippi
- Inova Heart and Vascular Institute, Falls Church, Virginia, USA
| | - Michael T Lu
- Cardiovascular Imaging Research Center, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Markella V Zanni
- Metabolism Unit, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Evelynne S Fulda
- Metabolism Unit, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Borek Foldyna
- Cardiovascular Imaging Research Center, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Heather Ribaudo
- Center for Biostatistics in AIDS Research, Harvard T. H. Chan School of Public Health, Boston Massachusetts, USA
| | - Thomas Mayrhofer
- Cardiovascular Imaging Research Center, Massachusetts General Hospital, Boston, Massachusetts, USA
- School of Business Studies, Stralsund University of Applied Sciences, Stralsund, Germany
| | - Ann C Collier
- Department of Medicine, University of Washington, Seattle, Washington, USA
| | - Gerald S Bloomfield
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, North Carolina, USA
| | - Carl Fichtenbaum
- Department of Medicine for Translational Research, University of Cincinnati, Cincinnati, Ohio, USA
| | - Edgar T Overton
- Division of Infectious Diseases, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Judith A Aberg
- Division of Infectious Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Judith Currier
- Division of Infectious Diseases, University of California at Los Angeles, Los Angeles, California, USA
| | - Kathleen V Fitch
- Metabolism Unit, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Pamela S Douglas
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, North Carolina, USA
| | - Steven K Grinspoon
- Metabolism Unit, Massachusetts General Hospital, Boston, Massachusetts, USA
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deFilippi C, Toribio M, Wong LP, Sadreyev R, Grundberg I, Fitch KV, Zanni MV, Lo J, Sponseller CA, Sprecher E, Rashidi N, Thompson MA, Cagliero D, Aberg JA, Braun LR, Stanley TL, Lee H, Grinspoon SK. Differential Plasma Protein Regulation and Statin Effects in Human Immunodeficiency Virus (HIV)-Infected and Non-HIV-Infected Patients Utilizing a Proteomics Approach. J Infect Dis 2021; 222:929-939. [PMID: 32310273 DOI: 10.1093/infdis/jiaa196] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Accepted: 04/16/2020] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND People with human immunodeficiency virus (PWH) demonstrate increased atherosclerotic cardiovascular disease (ASCVD). Statins are being studied to prevent ASCVD in human immunodeficiency virus (HIV), but little is known regarding the effects of statins on a broad range of inflammatory and cardiovascular proteins in this population. METHODS We used a highly specific discovery proteomic approach (Protein Extension Assay), to determine statin effects on over 350 plasma proteins in relevant ASCVD pathways among HIV and non-HIV groups. Responses to pitavastatin calcium were assessed in 89 PWH in the INTREPID trial and 46 non-HIV participants with features of central adiposity and insulin resistance. History of cardiovascular disease was exclusionary for both studies. RESULTS Among participants with HIV, PCOLCE (enzymatic cleavage of type I procollagen) significantly increased after pitavastatin therapy and PLA2G7 (systemic marker of arterial inflammation) decreased. Among participants without HIV, integrin subunit alpha M (integrin adhesive function) and defensin alpha-1 (neutrophil function) increased after pitavastatin therapy and PLA2G7 decreased. At baseline, comparing participants with and without HIV, differentially expressed proteins included proteins involved in platelet and endothelial function and immune activation. CONCLUSIONS Pitavastatin affected proteins important to platelet and endothelial function and immune activation, and effects differed to a degree within PWH and participants without HIV.
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Affiliation(s)
- Chris deFilippi
- Inova Heart and Vascular Institute, Falls Church, Virginia, USA
| | - Mabel Toribio
- Massachusetts General Hospital, Metabolism Unit and Harvard Medical School, Boston, Massachusetts, USA
| | - Lai Ping Wong
- Massachusetts General Hospital, Department of Molecular Biology and Harvard Medical School, Boston, Massachusetts, USA
| | - Ruslan Sadreyev
- Massachusetts General Hospital, Department of Molecular Biology and Harvard Medical School, Boston, Massachusetts, USA
| | | | - Kathleen V Fitch
- Massachusetts General Hospital, Metabolism Unit and Harvard Medical School, Boston, Massachusetts, USA
| | - Markella V Zanni
- Massachusetts General Hospital, Metabolism Unit and Harvard Medical School, Boston, Massachusetts, USA
| | - Janet Lo
- Massachusetts General Hospital, Metabolism Unit and Harvard Medical School, Boston, Massachusetts, USA
| | | | | | | | | | - Diana Cagliero
- Massachusetts General Hospital, Metabolism Unit and Harvard Medical School, Boston, Massachusetts, USA
| | - Judith A Aberg
- Mount Sinai Department of Medicine, Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Laurie R Braun
- Massachusetts General Hospital, Metabolism Unit and Harvard Medical School, Boston, Massachusetts, USA
| | - Takara L Stanley
- Massachusetts General Hospital, Metabolism Unit and Harvard Medical School, Boston, Massachusetts, USA
| | - Hang Lee
- Massachusetts General Hospital, Biostatistics Center and Harvard Medical School, Boston, Massachusetts, USA
| | - Steven K Grinspoon
- Massachusetts General Hospital, Metabolism Unit and Harvard Medical School, Boston, Massachusetts, USA
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Stanley TL, Fourman LT, Zheng I, McClure CM, Feldpausch MN, Torriani M, Corey KE, Chung RT, Lee H, Kleiner DE, Hadigan CM, Grinspoon SK. Relationship of IGF-1 and IGF-Binding Proteins to Disease Severity and Glycemia in Nonalcoholic Fatty Liver Disease. J Clin Endocrinol Metab 2021; 106:e520-e533. [PMID: 33125080 PMCID: PMC7823253 DOI: 10.1210/clinem/dgaa792] [Citation(s) in RCA: 54] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Indexed: 12/11/2022]
Abstract
CONTEXT Growth hormone (GH) and IGF-1 help regulate hepatic glucose and lipid metabolism, and reductions in these hormones may contribute to development of nonalcoholic fatty liver disease (NAFLD). OBJECTIVE To assess relationships between hepatic expression of IGF1 and IGF-binding proteins (IGFBPs) and measures of glycemia and liver disease in adults with NAFLD. Secondarily to assess effects of GH-releasing hormone (GHRH) on circulating IGFBPs. DESIGN Analysis of data from a randomized clinical trial of GHRH. SETTING Two US academic medical centers. PARTICIPANTS Participants were 61 men and women 18 to 70 years of age with HIV-infection, ≥5% hepatic fat fraction, including 39 with RNA-Seq data from liver biopsy. MAIN OUTCOME MEASURES Hepatic steatosis, inflammation, and fibrosis by histopathology and measures of glucose homeostasis. RESULTS Hepatic IGF1 mRNA was significantly lower in individuals with higher steatosis and NAFLD Activity Score (NAS) and was inversely related to glucose parameters, independent of circulating IGF-1. Among the IGFBPs, IGFBP2 and IGFBP4 were lower and IGFBP6 and IGFBP7 (also known as IGFBP-related protein 1) were higher with increasing steatosis. Hepatic IGFBP6 and IGFBP7 mRNA levels were positively associated with NAS. IGFBP7 mRNA increased with increasing fibrosis. Hepatic IGFBP1 mRNA was inversely associated with glycemia and insulin resistance, with opposite relationships present for IGFBP3 and IGFBP7. GHRH increased circulating IGFBP-1 and IGFBP-3, but decreased IGFBP-2 and IGFBP-6. CONCLUSIONS These data demonstrate novel relationships of IGF-1 and IGFBPs with NAFLD severity and glucose control, with divergent roles seen for different IGFBPs. Moreover, the data provide new information on the complex effects of GHRH on IGFBPs.
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Affiliation(s)
- Takara L Stanley
- Metabolism Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Lindsay T Fourman
- Metabolism Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Isabel Zheng
- Metabolism Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Colin M McClure
- Metabolism Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Meghan N Feldpausch
- Metabolism Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Martin Torriani
- Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Kathleen E Corey
- Liver Center, Gastroenterology Division, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Raymond T Chung
- Liver Center, Gastroenterology Division, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Hang Lee
- Biostatistics Center, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - David E Kleiner
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Colleen M Hadigan
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
| | - Steven K Grinspoon
- Metabolism Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
- Correspondence and Reprint Requests: Steven K. Grinspoon, MD, Professor of Medicine, Harvard Medical School, MGH Endowed Chair in Neuroendocrinology and Metabolism, Chief, Metabolism Unit, Massachusetts General Hospital, 55 Fruit Street 5LON207, Boston, MA 02114, United States. E-mail:
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7
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Kearns AC, Liu F, Dai S, Robinson JA, Kiernan E, Tesfaye Cheru L, Peng X, Gordon J, Morgello S, Abuova A, Lo J, Zanni MV, Grinspoon S, Burdo TH, Qin X. Caspase-1 Activation Is Related With HIV-Associated Atherosclerosis in an HIV Transgenic Mouse Model and HIV Patient Cohort. Arterioscler Thromb Vasc Biol 2019; 39:1762-1775. [PMID: 31315440 PMCID: PMC6703939 DOI: 10.1161/atvbaha.119.312603] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2018] [Accepted: 06/19/2019] [Indexed: 02/07/2023]
Abstract
OBJECTIVE Atherosclerotic cardiovascular disease (ASCVD) is an increasing cause of morbidity and mortality in people with HIV since the introduction of combination antiretroviral therapy. Despite recent advances in our understanding of HIV ASCVD, controversy still exists on whether this increased risk of ASCVD is due to chronic HIV infection or other risk factors. Mounting biomarker studies indicate a role of monocyte/macrophage activation in HIV ASCVD; however, little is known about the mechanisms through which HIV infection mediates monocyte/macrophage activation in such a way as to engender accelerated atherogenesis. Here, we experimentally investigated whether HIV expression is sufficient to accelerate atherosclerosis and evaluated the role of caspase-1 activation in monocytes/macrophages in HIV ASCVD. Approach and Results: We crossed a well-characterized HIV mouse model, Tg26 mice, which transgenically expresses HIV-1, with ApoE-/- mice to promote atherogenic conditions (Tg26+/-/ApoE-/-). Tg26+/-/ApoE-/- have accelerated atherosclerosis with increased caspase-1 pathway activation in inflammatory monocytes and atherosclerotic vasculature compared with ApoE-/-. Using a well-characterized cohort of people with HIV and tissue-banked aortic plaques, we documented that serum IL (interleukin)-18 was higher in people with HIV compared with non-HIV-infected controls, and in patients with plaques, IL-18 levels correlated with monocyte/macrophage activation markers and noncalcified inflammatory plaques. In autopsy-derived aortic plaques, caspase-1+ cells and CD (clusters of differentiation) 163+ macrophages correlated. CONCLUSIONS These data demonstrate that expression of HIV is sufficient to accelerate atherogenesis. Further, it highlights the importance of caspase-1 and monocyte/macrophage activation in HIV atherogenesis and the potential of Tg26+/-/ApoE-/- as a tool for mechanistic studies of HIV ASCVD.
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Affiliation(s)
- Alison C. Kearns
- Department of Neuroscience, Lewis Katz School of Medicine at Temple University, 3500 N Broad Street, Philadelphia, PA 19140
- Co-first author, these authors contributed equally to this work
| | - Fengming Liu
- Department of Neuroscience, Lewis Katz School of Medicine at Temple University, 3500 N Broad Street, Philadelphia, PA 19140
- Division of Pathology, Tulane National Primate Research Center, 18703 Three Rivers Road, Covington, LA 70433
- Co-first author, these authors contributed equally to this work
| | - Shen Dai
- Department of Neuroscience, Lewis Katz School of Medicine at Temple University, 3500 N Broad Street, Philadelphia, PA 19140
| | - Jake A. Robinson
- Department of Neuroscience, Lewis Katz School of Medicine at Temple University, 3500 N Broad Street, Philadelphia, PA 19140
| | - Elizabeth Kiernan
- Department of Neuroscience, Lewis Katz School of Medicine at Temple University, 3500 N Broad Street, Philadelphia, PA 19140
| | - Lediya Tesfaye Cheru
- Program in Nutritional Metabolism, Mass General Hospital and Harvard Medical School, Boston, MA
| | - Xiao Peng
- Department of Neuroscience, Lewis Katz School of Medicine at Temple University, 3500 N Broad Street, Philadelphia, PA 19140
| | - Jennifer Gordon
- Department of Neuroscience, Lewis Katz School of Medicine at Temple University, 3500 N Broad Street, Philadelphia, PA 19140
| | - Susan Morgello
- Departments of Neurology, Neuroscience, and Pathology, Mount Sinai Medical Center, New York, NY
| | - Aishazhan Abuova
- Departments of Neurology, Neuroscience, and Pathology, Mount Sinai Medical Center, New York, NY
| | - Janet Lo
- Program in Nutritional Metabolism, Mass General Hospital and Harvard Medical School, Boston, MA
| | - Markella V. Zanni
- Program in Nutritional Metabolism, Mass General Hospital and Harvard Medical School, Boston, MA
| | - Steven Grinspoon
- Program in Nutritional Metabolism, Mass General Hospital and Harvard Medical School, Boston, MA
| | - Tricia H. Burdo
- Department of Neuroscience, Lewis Katz School of Medicine at Temple University, 3500 N Broad Street, Philadelphia, PA 19140
| | - Xuebin Qin
- Department of Neuroscience, Lewis Katz School of Medicine at Temple University, 3500 N Broad Street, Philadelphia, PA 19140
- Division of Pathology, Tulane National Primate Research Center, 18703 Three Rivers Road, Covington, LA 70433
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Toribio M, Fitch KV, Stone L, Zanni MV, Lo J, de Filippi C, Sponseller CA, Lee H, Grundberg I, Thompson MA, Aberg JA, Grinspoon SK. Assessing statin effects on cardiovascular pathways in HIV using a novel proteomics approach: Analysis of data from INTREPID, a randomized controlled trial. EBioMedicine 2018; 35:58-66. [PMID: 30174281 PMCID: PMC6156703 DOI: 10.1016/j.ebiom.2018.08.039] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2018] [Revised: 08/16/2018] [Accepted: 08/16/2018] [Indexed: 12/11/2022] Open
Abstract
Background People with HIV (PWH) demonstrate increased cardiovascular disease (CVD), due in part to increased immune activation, inflammation, and endothelial dysfunction. Methods In a randomized trial (INTREPID), 252 HIV-infected participants with dyslipidemia and no history of coronary artery disease were randomized (1:1) to pitavastatin 4 mg vs. pravastatin 40 mg for 52 weeks. Using a proteomic discovery approach, 92 proteins biomarkers were assessed using Proximity Extension Assay technology to determine the effects of statins on key atherosclerosis and CVD pathways among PWH. 225 participants had specimens available for biomarker analysis pre- and post-baseline. Findings The mean age was 49.5 ± 8.0 (mean ± SD), LDL-C 155 ± 25 mg/dl and CD4 count 620 ± 243 cell/mm3. Among all participants, three proteins significantly decreased: tissue factor pathway inhibitor [TFPI; t-statistic = −6.38, FDR p-value<0.0001], paraoxonase 3 [PON3; t-statistic = −4.64, FDR p-value = 0.0003], and LDL-receptor [LDLR; t-statistic = −4.45, FDR p-value = 0.0004]; and two proteins significantly increased galectin-4 [Gal-4; t-statistic = 3.50, FDR p-value = 0.01] and insulin-like growth factor binding protein 2 [IGFBP-2; t-statistic = 3.21, FDR p-value = 0.03]. The change in TFPI was significantly different between the pitavastatin and pravastatin groups. Among all participants, change in TFPI related to the change in LDL-C (r = 0.43, P < 0.0001) and change in Lp-PLA2 (r = 0.29, P < 0.0001). Interpretation Using a proteomics approach, we demonstrated that statins led to a significant reduction in the levels of TFPI, PON3, and LDLR and an increase in Gal-4 and IGFBP-2, key proteins involved in coagulation, redox signaling, oxidative stress, and glucose metabolism. Pitavastatin led to a greater reduction in TFPI than pravastatin. These data highlight potential novel mechanisms of statin effects among PWH. Fund This work was supported by an investigator-initiated grant to S.K.G. from KOWA Pharmaceuticals America, Inc. and the National Institutes of Health [P30 DK040561; Nutrition Obesity Research Center at Harvard]. M.T. was support by National Institutes of Health [5KL2TR001100-05; Harvard Catalyst KL2 grant]. Among PWH, statins significantly decreased three proteins [tissue factor pathway inhibitor (TFPI), paraoxonase 3 (PON3), and LDL-receptor (LDLR)]. Among PWH, statins significantly increased galectin-4 (Gal-4) and insulin-like growth factor binding protein 2 (IGFBP-2). The proteins significantly affected by statin therapy are involved in important pathways in atherosclerosis and cardiovascular disease. The change in TFPI was directly related to the change in LDL-C and a systemic marker of arterial inflammation (Lp-PLA2).
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Affiliation(s)
- Mabel Toribio
- Massachusetts General Hospital, Program in Nutritional Metabolism and Harvard Medical School (MT, KVF, LS, MVZ, JL, SKG), Boston, MA, USA
| | - Kathleen V Fitch
- Massachusetts General Hospital, Program in Nutritional Metabolism and Harvard Medical School (MT, KVF, LS, MVZ, JL, SKG), Boston, MA, USA
| | - Lauren Stone
- Massachusetts General Hospital, Program in Nutritional Metabolism and Harvard Medical School (MT, KVF, LS, MVZ, JL, SKG), Boston, MA, USA
| | - Markella V Zanni
- Massachusetts General Hospital, Program in Nutritional Metabolism and Harvard Medical School (MT, KVF, LS, MVZ, JL, SKG), Boston, MA, USA
| | - Janet Lo
- Massachusetts General Hospital, Program in Nutritional Metabolism and Harvard Medical School (MT, KVF, LS, MVZ, JL, SKG), Boston, MA, USA
| | | | | | - Hang Lee
- Massachusetts General Hospital, Biostatistics Center, and Harvard Medical School (HL), Boston, MA, USA
| | | | | | - Judith A Aberg
- Mount Sinai Department of Medicine, Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai (JAA), New York, NY, USA
| | - Steven K Grinspoon
- Massachusetts General Hospital, Program in Nutritional Metabolism and Harvard Medical School (MT, KVF, LS, MVZ, JL, SKG), Boston, MA, USA.
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