Genome-wide association study of high-sensitivity C-reactive protein, D-dimer, and interleukin-6 levels in multiethnic HIV+ cohorts.


Journal

AIDS (London, England)
ISSN: 1473-5571
Titre abrégé: AIDS
Pays: England
ID NLM: 8710219

Informations de publication

Date de publication:
02 02 2021
Historique:
pubmed: 24 10 2020
medline: 7 4 2021
entrez: 23 10 2020
Statut: ppublish

Résumé

Elevated levels of interleukin-6 (IL-6), D-dimer, and C-reactive protein (hsCRP) are associated with increased incidence of comorbid disease and mortality among people living with HIV (PLWH). Prior studies suggest a genetic basis for these biomarker elevations in the general population. The study objectives are to identify the genetic basis for these biomarkers among PLWH. Baseline levels of hsCRP, D-dimer, and IL-6, and single nucleotide polymorphisms (SNPs) were determined for 7768 participants in three HIV treatment trials. Single variant analysis was performed for each biomarker on samples from each of three ethnic groups [African (AFR), Admixed American (AMR), European (EUR)] within each trial including covariates relevant to biomarker levels. For each ethnic group, the results were pooled across trials, then further pooled across ethnicities. The transethnic analysis identified three, two, and one known loci associated with hsCRP, D-dimer, and IL-6 levels, respectively, and two novel loci, FGB and GCNT1, associated with D-dimer levels. Lead SNPs exhibited similar effects across ethnicities. Additionally, three novel, ethnic-specific loci were identified: CATSPERG associated with D-dimer in AFR and PROX1-AS1 and TRAPPC9 associated with IL-6 in AFR and AMR, respectively. Eleven loci associated with three biomarker levels were identified in PLWH from the three studies including six loci known in the general population and five novel loci associated with D-dimer and IL-6 levels. These findings support the hypothesis that host genetics may partially contribute to chronic inflammation in PLWH and help to identify potential targets for intervention of serious non-AIDS complications.

Identifiants

pubmed: 33095540
pii: 00002030-202102020-00003
doi: 10.1097/QAD.0000000000002738
pmc: PMC7789909
mid: NIHMS1647964
doi:

Substances chimiques

Biomarkers 0
Fibrin Fibrinogen Degradation Products 0
Interleukin-6 0
fibrin fragment D 0
C-Reactive Protein 9007-41-4

Types de publication

Journal Article Research Support, N.I.H., Extramural

Langues

eng

Sous-ensembles de citation

IM

Pagination

193-204

Subventions

Organisme : NIAID NIH HHS
ID : UM1 AI120197
Pays : United States
Organisme : Intramural NIH HHS
ID : Z99 AI999999
Pays : United States
Organisme : NIAID NIH HHS
ID : U01 AI046957
Pays : United States
Organisme : NIAID NIH HHS
ID : U01 AI046362
Pays : United States
Organisme : NIAID NIH HHS
ID : UM1 AI068641
Pays : United States
Organisme : NHLBI NIH HHS
ID : T32 HL129956
Pays : United States
Organisme : NIAID NIH HHS
ID : U01 AI136780
Pays : United States
Organisme : NIAID NIH HHS
ID : U01 AI042170
Pays : United States

Informations de copyright

Copyright © 2020 The Author(s). Published by Wolters Kluwer Health, Inc.

Références

Antiretroviral Therapy Cohort Collaboration. Causes of death in HIV-1-infected patients treated with antiretroviral therapy, 1996–2006: collaborative analysis of 13 HIV cohort studies . Clin Infect Dis 2010; 50:1387–1396.
Lundgren JD, Babiker AG, Gordin F, Emery S, Grund B, et al. INSIGHT START Study Group. Initiation of antiretroviral therapy in early asymptomatic HIV infection . N Engl J Med 2015; 373:795–807.
Kuller LH, Tracy R, Belloso W, De Wit S, Drummond F, Lane HC, et al. INSIGHT SMART Study Group. Inflammatory and coagulation biomarkers and mortality in patients with HIV infection . PLoS Med 2008; 5:e203.
Grund B, Baker JV, Deeks SG, Wolfson J, Wentworth D, Cozzi-Lepri A, et al. INSIGHT SMART/ESPRIT/SILCAAT Study Group. Relevance of interleukin-6 and d-dimer for serious non-AIDS morbidity and death among HIV-positive adults on suppressive antiretroviral therapy . PLoS One 2016; 11:e0155100.
Danesh J, Kaptoge S, Mann AG, Sarwar N, Wood A, Angleman SB, et al. Long-term interleukin-6 levels and subsequent risk of coronary heart disease: two new prospective studies and a systematic review . PLoS Med 2008; 5:e78.
Danesh J, Whincup P, Walker M, Lennon L, Thomson A, Appleby P, et al. Fibrin D-dimer and coronary heart disease: prospective study and meta-analysis . Circulation 2001; 103:2323–2327.
Kaptoge S, Di Angelantonio E, Lowe G, Pepys MB, Thompson SG, et al. The Emerging Risk Factors Collaboration. C-reactive protein concentration and risk of coronary heart disease, stroke, and mortality: an individual participant meta-analysis . Lancet 2010; 375:132–140.
Li Y, Zhong X, Cheng G, Zhao C, Zhang L, Hong Y, et al. Hs-CRP and all-cause, cardiovascular, and cancer mortality risk: a meta-analysis . Atherosclerosis 2017; 259:75–82.
Gilotra TS, Geraci SA. C-reactive protein as an independent cardiovascular risk predictor in HIV+ patients: a focused review of published studies . J Clin Med Res 2017; 9:891–899.
Savvoulidis P, Butler J, Kalogeropoulos A. Cardiomyopathy and heart failure in patients with HIV infection . Can J Cardiol 2019; 35:299–309.
Nasi M, De Biasi S, Gibellini L, Bianchini E, Pecorini S, Bacca V, et al. Ageing and inflammation in patients with HIV infection . Clin Exp Immunol 2017; 187:44–52.
Baker JV, Sharma S, Grund B, Rupert A, Metcalf JA, Schechter M, et al. Systemic inflammation, coagulation, and clinical risk in the START Trial . Open Forum Infect Dis 2017; 4:ofx262.
Neuhaus J, Jacobs DR Jr, Baker JV, Calmy A, Duprez D, La Rosa A, et al. Markers of inflammation, coagulation, and renal function are elevated in adults with HIV infection . J Infect Dis 2010; 201:1788–1795.
Bennermo M, Held C, Ericsson CG, Silveira A, Hamsten A, Tornvall P. Genotype-specific increase in plasma concentrations of activated coagulation factor VII in response to experimental inflammation. A link between infection and acute myocardial infarction? . Thromb Haemost 2005; 94:427–431.
Lange LA, Reiner AP, Carty CL, Jenny NS, Cushman M, Lange EM. Common genetic variants associated with plasma fibrin D-dimer concentration in older European- and African-American adults . J Thromb Haemost 2008; 6:654–659.
Ekenberg C, Tang MH, Zucco AG, Murray DD, MacPherson CR, Hu X, et al. Association between single-nucleotide polymorphisms in HLA alleles and human immunodeficiency virus type 1 viral load in demographically diverse, antiretroviral therapy-naive participants from the Strategic Timing of AntiRetroviral Treatment Trial . J Infect Dis 2019; 220:1325–1334.
McLaren PJ, Coulonges C, Bartha I, Lenz TL, Deutsch AJ, Bashirova A, et al. Polymorphisms of large effect explain the majority of the host genetic contribution to variation of HIV-1 virus load . Proc Natl Acad Sci U S A 2015; 112:14658–14663.
van Manen D, van ’t Wout AB, Schuitemaker H. Genome-wide association studies on HIV susceptibility, pathogenesis and pharmacogenomics . Retrovirology 2012; 9:70.
Mayerle J, den Hoed CM, Schurmann C, Stolk L, Homuth G, Peters MJ, et al. Identification of genetic loci associated with Helicobacter pylori serologic status . JAMA 2013; 309:1912–1920.
Wojcik GL, Marie C, Abhyankar MM, Yoshida N, Watanabe K, Mentzer AJ, et al. Genome-wide association study reveals genetic link between diarrhea-associated entamoeba histolytica infection and inflammatory bowel disease . mBio 2018; 9:e01668-18.
Nagao Y, Nishida N, Toyo-Oka L, Kawaguchi A, Amoroso A, Carrozzo M, et al. Genome-wide association study identifies risk variants for Lichen Planus in patients with hepatitis C virus infection . Clin Gastroenterol Hepatol 2017; 15:937.e5–944.e5.
Elliott P, Chambers JC, Zhang W, Clarke R, Hopewell JC, Peden JF, et al. Genetic Loci associated with C-reactive protein levels and risk of coronary heart disease . JAMA 2009; 302:37–48.
Dehghan A, Dupuis J, Barbalic M, Bis JC, Eiriksdottir G, Lu C, et al. Meta-analysis of genome-wide association studies in >80 000 subjects identifies multiple loci for C-reactive protein levels . Circulation 2011; 123:731–738.
Smith NL, Huffman JE, Strachan DP, Huang J, Dehghan A, Trompet S, et al. Genetic predictors of fibrin D-dimer levels in healthy adults . Circulation 2011; 123:1864–1872.
Jiang CQ, Lam TH, Liu B, Lin JM, Yue XJ, Jin YL, et al. Interleukin-6 receptor gene polymorphism modulates interleukin-6 levels and the metabolic syndrome: GBCS-CVD . Obesity (Silver Spring) 2010; 18:1969–1974.
Nimptsch K, Aleksandrova K, Boeing H, Janke J, Lee YA, Jenab M, et al. Association of CRP genetic variants with blood concentrations of C-reactive protein and colorectal cancer risk . Int J Cancer 2015; 136:1181–1192.
Odom DT, Zizlsperger N, Gordon DB, Bell GW, Rinaldi NJ, Murray HL, et al. Control of pancreas and liver gene expression by HNF transcription factors . Science 2004; 303:1378–1381.
Yin C, Ackermann S, Ma Z, Mohanta SK, Zhang C, Li Y, et al. ApoE attenuates unresolvable inflammation by complex formation with activated C1q . Nat Med 2019; 25:496–506.
Besser REJ, Jones J, McDonald TJ, Smith R, Shepherd MH, Hattersley AT. Using highly sensitive C-reactive protein measurement to diagnose MODY in a family with suspected type 2 diabetes . BMJ Case Rep 2012; bcr0120125612.
INSIGHT-ESPRIT Study Group, SILCAAT Scientific Committee, Abrams D, Levy Y, Losso MH, Babiker A, et al. Interleukin-2 therapy in patients with HIV infection . N Engl J Med 2009; 361:1548–1559.
El-Sadr WM, Lundgren J, Neaton JD, Gordin F, Abrams D, et al. Strategies for Management of Antiretroviral Therapy (SMART) Study Group. CD4+ count-guided interruption of antiretroviral treatment . N Engl J Med 2006; 355:2283–2296.
Purcell S, Neale B, Todd-Brown K, Thomas L, Ferreira MA, Bender D, et al. PLINK: a tool set for whole-genome association and population-based linkage analyses . Am J Hum Genet 2007; 81:559–575.
Alexander DH, Novembre J, Lange K. Fast model-based estimation of ancestry in unrelated individuals . Genome Res 2009; 19:1655–1664.
Ihaka R, Gentleman R. R: a language for data analysis and graphics . J Comput Graph Stat 1996; 5:299–314.
Borges AH, O’Connor JL, Phillips AN, Baker JV, Vjecha MJ, Losso MH, et al. Factors associated with D-dimer levels in HIV-infected individuals . PLoS One 2014; 9:e90978.
Borges AH, O’Connor JL, Phillips AN, Ronsholt FF, Pett S, Vjecha MJ, et al. Factors associated with plasma IL-6 levels during HIV infection . J Infect Dis 2015; 212:585–595.
De Luca A, de Gaetano Donati K, Colafigli M, Cozzi-Lepri A, De Curtis A, Gori A, et al. The association of high-sensitivity c-reactive protein and other biomarkers with cardiovascular disease in patients treated for HIV: a nested case-control study . BMC Infect Dis 2013; 13:414.
Willer CJ, Li Y, Abecasis GR. METAL: fast and efficient meta-analysis of genomewide association scans . Bioinformatics 2010; 26:2190–2191.
Yang J, Weedon MN, Purcell S, Lettre G, Estrada K, Willer CJ, et al. GIANT Consortium. Genomic inflation factors under polygenic inheritance . Eur J Hum Genet 2011; 19:807–812.
Yin L, Kant DH. Available at: https://github.com/YinLiLin/R-CMplot . [Accessed 26 April 2019]
Vuong H, Che A, Ravichandran S, Luke BT, Collins JR, Mudunuri US. AVIA v2.0: annotation, visualization and impact analysis of genomic variants and genes . Bioinformatics 2015; 31:2748–2750.
Ning Z, Lee Y, Joshi PK, Wilson JF, Pawitan Y, Shen X. A selection operator for summary association statistics reveals allelic heterogeneity of complex traits . Am J Hum Genet 2017; 101:903–912.
Machiela MJ, Chanock SJ. LDlink: a web-based application for exploring population-specific haplotype structure and linking correlated alleles of possible functional variants . Bioinformatics 2015; 31:3555–3557.
Reiner AP, Gross MD, Carlson CS, Bielinski SJ, Lange LA, Fornage M, et al. Common coding variants of the HNF1A gene are associated with multiple cardiovascular risk phenotypes in community-based samples of younger and older European-American adults: the Coronary Artery Risk Development in Young Adults Study and The Cardiovascular Health Study . Circ Cardiovasc Genet 2009; 2:244–254.
Armendariz AD, Krauss RM. Hepatic nuclear factor 1-alpha: inflammation, genetics, and atherosclerosis . Curr Opin Lipidol 2009; 20:106–111.
Xu M, Zhao J, Zhang Y, Ma X, Dai Q, Zhi H, et al. Apolipoprotein E gene variants and risk of coronary heart disease: a meta-analysis . Biomed Res Int 2016; 2016:3912175.
Raffield LM, Zakai NA, Duan Q, Laurie C, Smith JD, Irvin MR, et al. NHLBI Trans-Omics for Precision Medicine (TOPMed) Consortium, Hematology & Hemostasis TOPMed Working Group∗. D-Dimer in African Americans: whole genome sequence analysis and relationship to cardiovascular disease risk in the Jackson Heart Study . Arterioscler Thromb Vasc Biol 2017; 37:2220–2227.
Zaleski AL, Pescatello LS, Thompson PD, Taylor BA. Protective effect of compression socks in a marathon runner with a genetic predisposition to thrombophilia due to Factor V Leiden . Phys Sportsmed 2015; 43:324–327.
de Moerloose P, Casini A, Neerman-Arbez M. Congenital fibrinogen disorders: an update . Semin Thromb Hemost 2013; 39:585–595.
Danik JS, Pare G, Chasman DI, Zee RY, Kwiatkowski DJ, Parker A, et al. Novel loci, including those related to Crohn disease, psoriasis, and inflammation, identified in a genome-wide association study of fibrinogen in 17 686 women: the Women's Genome Health Study . Circ Cardiovasc Genet 2009; 2:134–141.
Fonseca KL, Maceiras AR, Matos R, Simoes-Costa L, Sousa J, Cá B, et al. Deficiency in the glycosyltransferase Gcnt1 increases susceptibility to tuberculosis through a mechanism involving neutrophils . Mucosal Immunol 2020; 13:836–848.
Perkey E, Maurice De Sousa D, Carrington L, Chung J, Dils A, Granadier D, et al. GCNT1-mediated O-glycosylation of the Sialomucin CD43 is a sensitive indicator of notch signaling in activated T cells . J Immunol 2020; 204:1674–1688.
Kojima Y, Yoneyama T, Hatakeyama S, Mikami J, Sato T, Mori K, et al. Detection of Core2 beta-1,6-N-acetylglucosaminyltransferase in post-digital rectal examination urine is a reliable indicator for extracapsular extension of prostate cancer . PLoS One 2015; 10:e0138520.
Wang H, Liu J, Cho KH, Ren D. A novel, single, transmembrane protein CATSPERG is associated with CATSPER1 channel protein . Biol Reprod 2009; 81:539–544.
Driscoll J, Finley D. A controlled breakdown: antigen processing and the turnover of viral proteins . Cell 1992; 68:823–825.
Seeger M, Ferrell K, Frank R, Dubiel W. HIV-1 tat inhibits the 20 S proteasome and its 11 S regulator-mediated activation . J Biol Chem 1997; 272:8145–8148.
Huang X, Seifert U, Salzmann U, Henklein P, Preissner R, Henke W, et al. The RTP site shared by the HIV-1 Tat protein and the 11S regulator subunit alpha is crucial for their effects on proteasome function including antigen processing . J Mol Biol 2002; 323:771–782.
Apcher GS, Heink S, Zantopf D, Kloetzel PM, Schmid HP, Mayer RJ, et al. Human immunodeficiency virus-1 Tat protein interacts with distinct proteasomal alpha and beta subunits . FEBS Lett 2003; 553:200–204.
Conticello SG, Harris RS, Neuberger MS. The Vif protein of HIV triggers degradation of the human antiretroviral DNA deaminase APOBEC3G . Curr Biol 2003; 13:2009–2013.
Lecossier D, Bouchonnet F, Clavel F, Hance AJ. Hypermutation of HIV-1 DNA in the absence of the Vif protein . Science 2003; 300:1112.
Madani N, Kabat D. An endogenous inhibitor of human immunodeficiency virus in human lymphocytes is overcome by the viral Vif protein . J Virol 1998; 72:10251–10255.
Simon JH, Gaddis NC, Fouchier RA, Malim MH. Evidence for a newly discovered cellular anti-HIV-1 phenotype . Nat Med 1998; 4:1397–1400.
Mulder LC, Muesing MA. Degradation of HIV-1 integrase by the N-end rule pathway . J Biol Chem 2000; 275:29749–29753.
van Dongen J, Jansen R, Smit D, Hottenga JJ, Mbarek H, Willemsen G, et al. The contribution of the functional IL6R polymorphism rs2228145, eQTLs and other genome-wide SNPs to the heritability of plasma sIL-6R levels . Behav Genet 2014; 44:368–382.
Reich D, Patterson N, Ramesh V, De Jager PL, McDonald GJ, Tandon A, et al. Health, Aging and Body Composition (Health ABC) Study. Admixture mapping of an allele affecting interleukin 6 soluble receptor and interleukin 6 levels . Am J Hum Genet 2007; 80:716–726.
Rafiq S, Frayling TM, Murray A, Hurst A, Stevens K, Weedon MN, et al. A common variant of the interleukin 6 receptor (IL-6r) gene increases IL-6r and IL-6 levels, without other inflammatory effects . Genes Immun 2007; 8:552–559.
Schett G. Physiological effects of modulating the interleukin-6 axis . Rheumatology (Oxford) 2018; 57: (Suppl_2): ii43–ii50.
Sarwar N, Butterworth AS, Freitag DF, Gregson J, Willeit P, et al. IL6R Genetics Consortium Emerging Risk Factors Collaboration. Interleukin-6 receptor pathways in coronary heart disease: a collaborative meta-analysis of 82 studies . Lancet 2012; 379:1205–1213.
Swerdlow DI, Holmes MV, Kuchenbaecker KB, Engmann JE, Shah T, Sofat R, et al. Interleukin-6 Receptor Mendelian Randomisation Analysis (IL6R MR) Consortium. The interleukin-6 receptor as a target for prevention of coronary heart disease: a mendelian randomisation analysis . Lancet 2012; 379:1214–1224.
Oliver G, Sosa-Pineda B, Geisendorf S, Spana EP, Doe CQ, Gruss P. Prox 1, a prospero-related homeobox gene expressed during mouse development . Mech Dev 1993; 44:3–16.
Flister MJ, Wilber A, Hall KL, Iwata C, Miyazono K, Nisato RE, et al. Inflammation induces lymphangiogenesis through up-regulation of VEGFR-3 mediated by NF-kappaB and Prox1 . Blood 2010; 115:418–429.
Zhang Y, Liu S, Wang H, Yang W, Li F, Yang F, et al. Elevated NIBP/TRAPPC9 mediates tumorigenesis of cancer cells through NF(B signaling . Oncotarget 2015; 6:6160–6178.
Qin M, Zhang J, Xu C, Peng P, Tan L, Liu S, et al. Knockdown of NIK and IKKβ0-binding protein (NIBP) reduces colorectal cancer metastasis through down-regulation of the canonical NF-κB signaling pathway and suppression of MAPK signaling mediated through ERK and JNK . PLoS One 2017; 12:e0170595.
Hu WH, Pendergast JS, Mo XM, Brambilla R, Bracchi-Ricard V, Li F, et al. NIBP, a novel NIK and IKK(beta)-binding protein that enhances NF-(kappa)B activation . J Biol Chem 2005; 280:29233–29241.
Libermann TA, Baltimore D. Activation of interleukin-6 gene expression through the NF-kappa B transcription factor . Mol Cell Biol 1990; 10:2327–2334.
Gibas-Dorna M, Nowak D, Piatek J, Pupek-Musialik D, Krauss H, Kopczynski P. Plasma ghrelin and interleukin-6 levels correlate with body mass index and arterial blood pressure in males with essential hypertension . J Physiol Pharmacol 2015; 66:367–372.
Omar W, Abdullah A, Talib NA, Shah ASM, Rahman JA. Leucocytic DNA methylation of interleukin-6 promoter reduction in pre-hypertensive young adults . Malays J Med Sci 2019; 26:46–54.
Giri A, Hellwege JN, Keaton JM, Park J, Qiu C, Warren HR, et al. Trans-ethnic association study of blood pressure determinants in over 750,000 individuals . Nat Genet 2019; 51:51–62.
Wattacheril J, Lavine JE, Chalasani NP, Guo X, Kwon S, Schwimmer J, et al. Genome-wide associations related to hepatic histology in nonalcoholic fatty liver disease in Hispanic boys . J Pediatr 2017; 190:100.e2–107.e2.

Auteurs

Brad T Sherman (BT)

Laboratory of Human Retrovirology and Immunoinformatics, Frederick National Laboratory for Cancer Research, Frederick.

Xiaojun Hu (X)

Laboratory of Human Retrovirology and Immunoinformatics, Frederick National Laboratory for Cancer Research, Frederick.

Kanal Singh (K)

Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, Bethesda, Maryland.

Lillian Haine (L)

Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, Minnesota.

Adam W Rupert (AW)

AIDS Monitoring Laboratory, Applied and Developmental Research Directorate, Frederick National Laboratory for Cancer Research, Frederick, Maryland, USA.

James D Neaton (JD)

Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, Minnesota.

Jens D Lundgren (JD)

Centre of Excellence for Health, Immunity and Infections, Department of Infectious Diseases, Rigshospitalet, University of Copenhagen, Denmark.

Tomozumi Imamichi (T)

Laboratory of Human Retrovirology and Immunoinformatics, Frederick National Laboratory for Cancer Research, Frederick.

Weizhong Chang (W)

Laboratory of Human Retrovirology and Immunoinformatics, Frederick National Laboratory for Cancer Research, Frederick.

H Clifford Lane (HC)

Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, Bethesda, Maryland.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH