Advertisement
Research Article|Articles in Press

Inflammation burden score in multidrug-resistant HIV-1 infection

Published:March 10, 2023DOI:https://doi.org/10.1016/j.jinf.2023.03.011

      Highlights

      • Matched-cohort study on four-class drug-resistant (4DR) and non-4DR-PLWH.
      • Inflammation burden score (IBS) was calculated from plasma levels of 9 biomarkers.
      • IBS was higher in 4DR-PLWH, even when non-viremic, than in non-4DR-PLWH.
      • T cells were more ‘exhausted’ in viremic than non-viremic 4DR-PLWH.
      • Further studies on treatments targeting these pathways in 4DR-PLWH are required.

      Summary

      Objectives

      Four-class drug-resistant (4DR) people living with HIV (PLWH) are a fragile population with a high burden of disease. No data on their inflammation and T-cell exhaustion markers are currently available.

      Methods

      Inflammation, immune activation and microbial translocation biomarkers were measured through ELISA in 30 4DR-PLWH with HIV-1 RNA ≥ 50 copies/mL, 30 non-viremic 4DR-PLWH and 20 non-viremic non-4DR-PLWH. Groups were matched by age, gender and smoking habit. T-cell activation and exhaustion markers were assessed by flow cytometry in 4DR-PLWH. An inflammation burden score (IBS) was calculated from soluble marker levels and associated factors were estimated through multivariate regression.

      Results

      The highest plasma biomarker concentrations were observed in viremic 4DR-PLWH, the lowest ones in non-4DR-PLWH. Endotoxin core immunoglobulin G showed an opposite trend. Among 4DR-PLWH, CD38/HLA-DR and PD-1 were more expressed on CD4+ (p = 0.019 and 0.034, respectively) and CD8+ (p = 0.002 and 0.032, respectively) cells of viremic compared to non-viremic subjects. An increased IBS was significantly associated with 4DR condition, higher values of viral load and a previous cancer diagnosis.

      Conclusions

      Multidrug-resistant HIV infection is associated with a higher IBS, even when viremia is undetectable. Therapeutic approaches aimed to reduce inflammation and T-cell exhaustion in 4DR-PLWH need to be investigated.

      Abbreviations:

      AIDS (acquire immunodeficiency syndrome), ART (antiretroviral therapy), BDG ((1,3)-β-D-glucan), CRP (C-reactive protein), CTLA4 (cytotoxic T-lymphocyte-associated protein 4), DMEM (Dulbecco’s Modified Eagle Medium), EndoCAb (endotoxin core immunoglobulin G), FBS (fetal bovine serum), HAVCR2 or Tim-3 (hepatitis A virus cellular receptor 2), HBsAg (hepatitis B surface antigen), HCV (hepatitis C virus), HIV (human immunodeficiency virus), HLA (human leukocyte antigen), hs (high sensitivity), IBS (inflammation burden score), IL (interleukin), INSTI (integrase strand transfer inhibitor), IQR (interquartile range), MACE (major adverse cardiovascular event), MDR (multidrug-resistant), NRTI (nucleoside reverse transcriptase inhibitor), NNRTI (non-nucleoside reverse transcriptase inhibitors), PBMC (peripheral blood mononuclear cell), PDCD1 or PD-1 (programmed cell death protein 1), PI (protease inhibitor), PLWH (people living with HIV), PYFU (person-years of follow-up), s (soluble), TNF (tumor necrosis factor), 4DR (four-class drug-resistant), 95%CI (95% confidence interval)

      Keywords

      To read this article in full you will need to make a payment

      Purchase one-time access:

      Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online access
      One-time access price info
      • For academic or personal research use, select 'Academic and Personal'
      • For corporate R&D use, select 'Corporate R&D Professionals'

      Subscribe:

      Subscribe to Journal of Infection
      Already a print subscriber? Claim online access
      Already an online subscriber? Sign in
      Institutional Access: Sign in to ScienceDirect

      References

        • Lodwick R.
        • Costagliola D.
        • Reiss P.
        • Torti C.
        • Teira R.
        • Dorrucci M.
        • et al.
        Triple-class virologic failure in HIV-infected patients undergoing antiretroviral therapy for up to 10 years.
        Arch Intern Med. 2010; 170: 410-419https://doi.org/10.1001/archinternmed.2009.472
        • Lombardi F.
        • Giacomelli A.
        • Armenia D.
        • Lai A.
        • Dusina A.
        • Bezenchek A.
        • et al.
        Prevalence and factors associated with HIV-1 multi-drug resistance over the past two decades in the Italian ARCA database.
        Int J Antimicrob Agents. 2021; 57106252https://doi.org/10.1016/j.ijantimicag.2020.106252
        • Costagliola D.
        • Lodwick R.
        • Ledergerber B.
        • Torti C.
        • van Sighem A.
        • Podzamczer D.
        • et al.
        Trends in virological and clinical outcomes in individuals with HIV-1 infection and virological failure of drugs from three antiretroviral drug classes: a cohort study.
        Lancet Infect Dis. 2012; 12: 119-127https://doi.org/10.1016/S1473-3099(11)70248-1
        • Galli L.
        • Parisi M.R.
        • Poli A.
        • Menozzi M.
        • Fiscon M.
        • Garlassi E.
        • et al.
        Burden of disease in PWH harboring a multidrug-resistant virus: data from the PRESTIGIO Registry.
        Open Forum Infect Dis. 2020; 7: ofaa456https://doi.org/10.1093/ofid/ofaa456
        • Samji H.
        • Cescon A.
        • Hogg R.S.
        • Modur S.P.
        • Althoff K.N.
        • Buchacz K.
        • et al.
        Closing the gap: increases in life expectancy among treated HIV-positive individuals in the United States and Canada.
        PLoS One. 2013; 8e81355https://doi.org/10.1371/journal.pone.0081355
        • Legarth R.A.
        • Ahlström M.G.
        • Kronborg G.
        • Larsen C.S.
        • Pedersen C.
        • Pedersen G.
        • et al.
        Long-term mortality in HIV-infected individuals 50 years or older: a nationwide, population-based cohort study.
        J Acquir Immune Defic Syndr. 2016; 71: 213-218https://doi.org/10.1097/QAI.0000000000000825
        • Hunt P.W.
        • Lee S.A.
        • Siedner M.J.
        Immunologic biomarkers, morbidity, and mortality in treated HIV infection.
        J Infect Dis. 2016; 214: S44-S50https://doi.org/10.1093/infdis/jiw275
        • Erlandson K.M.
        • Allshouse A.A.
        • Jankowski C.M.
        • Lee E.J.
        • Rufner K.M.
        • Palmer B.E.
        • et al.
        Association of functional impairment with inflammation and immune activation in HIV type 1-infected adults receiving effective antiretroviral therapy.
        J Infect Dis. 2013; 208: 249-259https://doi.org/10.1093/infdis/jit147
        • Mooney S.
        • Tracy R.
        • Osler T.
        • Grace C.
        Elevated biomarkers of inflammation and coagulation in patients with HIV are associated with higher Framingham and VACS Risk Index Scores.
        PLoS One. 2015; 10e0144312https://doi.org/10.1371/journal.pone.0144312
        • Montoya J.L.
        • Campbell L.M.
        • Paolillo E.W.
        • Ellis R.J.
        • Letendre S.L.
        • Jeste D.V.
        • et al.
        Inflammation relates to poorer complex motor performance among adults living with HIV on suppressive antiretroviral therapy.
        J Acquir Immune Defic Syndr. 2019; 80: 15-23https://doi.org/10.1097/QAI.0000000000001881
        • Kuller L.H.
        • Tracy R.
        • Belloso W.
        • De Wit S.
        • Drummond F.
        • Lane H.C.
        • et al.
        Inflammatory and coagulation biomarkers and mortality in patients with HIV infection.
        PLoS Med. 2008; 5e203https://doi.org/10.1371/journal.pmed.0050203
        • Hunt P.W.
        • Sinclair E.
        • Rodriguez B.
        • Shive C.
        • Clagett B.
        • Funderburg N.
        • et al.
        Gut epithelial barrier dysfunction and innate immune activation predict mortality in treated HIV infection.
        J Infect Dis. 2014; 210: 1228-1238https://doi.org/10.1093/infdis/jiu238
        • So-Armah K.A.
        • Tate J.P.
        • Chang C.H.
        • Butt A.A.
        • Gerschenson M.
        • Gibert C.L.
        • et al.
        Do biomarkers of inflammation, monocyte activation, and altered coagulation explain excess mortality between HIV infected and uninfected people.
        J Acquir Immune Defic Syndr. 2016; 72: 206-213https://doi.org/10.1097/QAI.0000000000000954
        • Freiberg M.S.
        • Bebu I.
        • Tracy R.
        • So-Armah K.
        • Okulicz J.
        • Ganesan A.
        • et al.
        D-dimer levels before HIV seroconversion remain elevated even after viral suppression and are associated with an increased risk of Non-AIDS events.
        PLoS One. 2016; 11e0152588https://doi.org/10.1371/journal.pone.0152588
        • Widney D.P.
        • Breen E.C.
        • Boscardin W.J.
        • Kitchen S.G.
        • Alcantar J.M.
        • Smith J.B.
        • et al.
        Serum levels of the homeostatic B cell chemokine, CXCL13, are elevated during HIV infection.
        J Interferon Cytokine Res. 2005; 25: 702-706https://doi.org/10.1089/jir.2005.25.702
        • Sereti I.
        • Krebs S.J.
        • Phanuphak N.
        • Fletcher J.L.
        • Slike B.
        • Pinyakorn S.
        • et al.
        Persistent, albeit reduced, chronic inflammation in persons starting antiretroviral therapy in acute HIV infection.
        Clin Infect Dis. 2017; 64: 124-131https://doi.org/10.1093/cid/ciw683
        • O'Halloran J.A.
        • Dunne E.
        • Gurwith M.
        • Lambert J.S.
        • Sheehan G.J.
        • Feeney E.R.
        • et al.
        The effect of initiation of antiretroviral therapy on monocyte, endothelial and platelet function in HIV-1 infection.
        HIV Med. 2015; 16: 608-619https://doi.org/10.1111/hiv.12270
        • Hunt P.W.
        • Martin J.N.
        • Sinclair E.
        • Epling L.
        • Teague J.
        • Jacobson M.A.
        • et al.
        Valganciclovir reduces T cell activation in HIV-infected individuals with incomplete CD4+ T cell recovery on antiretroviral therapy.
        J Infect Dis. 2011; 203: 1474-1483https://doi.org/10.1093/infdis/jir060
        • Freeman M.L.
        • Mudd J.C.
        • Shive C.L.
        • Younes S.A.
        • Panigrahi S.
        • Sieg S.F.
        • et al.
        CD8 T-cell expansion and inflammation linked to CMV coinfection in ART-treated HIV infection.
        Clin Infect Dis. 2016; 62: 392-396https://doi.org/10.1093/cid/civ840
        • Gonzalez V.D.
        • Falconer K.
        • Blom K.G.
        • Reichard O.
        • Mørn B.
        • Laursen A.L.
        • et al.
        High levels of chronic immune activation in the T-cell compartments of patients coinfected with hepatitis C virus and human immunodeficiency virus type 1 and on highly active antiretroviral therapy are reverted by alpha interferon and ribavirin treatment.
        J Virol. 2009; 83: 11407-11411https://doi.org/10.1128/JVI.01211-09
        • Nazli A.
        • Chan O.
        • Dobson-Belaire W.N.
        • Ouellet M.
        • Tremblay M.J.
        • Gray-Owen S.D.
        • et al.
        Exposure to HIV-1 directly impairs mucosal epithelial barrier integrity allowing microbial translocation.
        PLoS Pathog. 2010; 6e1000852https://doi.org/10.1371/journal.ppat.1000852
        • Brenchley J.M.
        • Price D.A.
        • Schacker T.W.
        • Asher T.E.
        • Silvestri G.
        • Rao S.
        • et al.
        Microbial translocation is a cause of systemic immune activation in chronic HIV infection.
        Nat Med. 2006; 12: 1365-1371https://doi.org/10.1038/nm1511
        • Weiner L.D.
        • Retuerto M.
        • Hager C.L.
        • El Kamari V.
        • Shan L.
        • Sattar A.
        • et al.
        Fungal translocation is associated with immune activation and systemic inflammation in treated HIV.
        AIDS Res Hum Retrovir. 2019; 35: 461-472https://doi.org/10.1089/AID.2018.0252
        • Marchetti G.
        • Tincati C.
        • Silvestri G.
        Microbial translocation in the pathogenesis of HIV infection and AIDS.
        Clin Microbiol Rev. 2013; 26: 2-18https://doi.org/10.1128/CMR.00050-12
        • Trautmann L.
        • Janbazian L.
        • Chomont N.
        • Said E.A.
        • Gimmig S.
        • Bessette B.
        • et al.
        Upregulation of PD-1 expression on HIV-specific CD8+ T cells leads to reversible immune dysfunction.
        Nat Med. 2006; 12: 1198-1202https://doi.org/10.1038/nm1482
        • Leng Q.
        • Bentwich Z.
        • Magen E.
        • Kalinkovich A.
        • Borkow G.
        CTLA-4 upregulation during HIV infection: association with anergy and possible target for therapeutic intervention.
        AIDS. 2002; 16: 519-529https://doi.org/10.1097/00002030-200203080-00002
        • Jones R.B.
        • Ndhlovu L.C.
        • Barbour J.D.
        • Sheth P.M.
        • Jha A.R.
        • Long B.R.
        • et al.
        Tim-3 expression defines a novel population of dysfunctional T cells with highly elevated frequencies in progressive HIV-1 infection.
        J Exp Med. 2008; 205: 2763-2779https://doi.org/10.1084/jem.20081398
        • Castagna A.
        • Spagnuolo V.
        • Galli L.
        • Vinci C.
        • Nozza S.
        • Carini E.
        • et al.
        Simplification to atazanavir/ritonavir monotherapy for HIV-1 treated individuals on virological suppression: 48-week efficacy and safety results.
        AIDS. 2014; 28: 2269-2279https://doi.org/10.1097/QAD.0000000000000407
        • Galli L.
        • Spagnuolo V.
        • Bigoloni A.
        • D'Arminio Monforte A.
        • Montella F.
        • Antinori A.
        • et al.
        Atazanavir/ritonavir monotherapy: 96 week efficacy, safety and bone mineral density from the MODAt randomized tria.
        J Antimicrob Chemother. 2016; 71: 1637-1642https://doi.org/10.1093/jac/dkw031
        • Armah K.A.
        • McGinnis K.
        • Baker J.
        • Gibert C.
        • Butt A.A.
        • Bryant K.J.
        • et al.
        HIV status, burden of comorbid disease, and biomarkers of inflammation, altered coagulation, and monocyte activation.
        Clin Infect Dis. 2012; 55: 126-136https://doi.org/10.1093/cid/cis406
        • Simpson S.
        • Kaislasuo J.
        • Guller S.
        • Pal L.
        Thermal stability of cytokines: a review.
        Cytokine. 2020; 125154829https://doi.org/10.1016/j.cyto.2019.154829
        • Liu C.
        • Chu D.
        • Kalantar-Zadeh K.
        • George J.
        • Young H.A.
        • Liu G.
        Cytokines: from clinical significance to quantification.
        Adv Sci. 2021; 8e2004433
        • Armah K.A.
        • Quinn E.K.
        • Cheng D.M.
        • Tracy R.P.
        • Baker J.V.
        • Samet J.H.
        • et al.
        Human immunodeficiency virus, hepatitis C, and inflammatory biomarkers in individuals with alcohol problems: a cross-sectional study.
        BMC Infect Dis. 2013; 13: 399https://doi.org/10.1186/1471-2334-13-399
        • Višković K.
        • Židovec Lepej S.
        • Gorenec A.
        • Grgić I.
        • Lukas D.
        • Zekan Š.
        • et al.
        Cardiovascular markers of inflammation and serum lipid levels in HIV-infected patients with undetectable viremia.
        Sci Rep. 2018; 8: 6113https://doi.org/10.1038/s41598-018-24446-4
        • Fuster D.
        • Cheng D.M.
        • Quinn E.K.
        • Armah K.A.
        • Saitz R.
        • Freiberg M.S.
        • et al.
        Inflammatory cytokines and mortality in a cohort of HIV-infected adults with alcohol problems.
        AIDS. 2014; 28: 1059-1064https://doi.org/10.1097/QAD.0000000000000184
        • Levacher M.
        • Hulstaert F.
        • Tallet S.
        • Ullery S.
        • Pocidalo J.J.
        • Bach B.A.
        The significance of activation markers on CD8 lymphocytes in human immunodeficiency syndrome: staging and prognostic value.
        Clin Exp Immunol. 1992; 90: 376-382https://doi.org/10.1111/j.1365-2249.1992.tb05854.x
        • Tanko R.F.
        • Soares A.P.
        • Masson L.
        • Garrett N.J.
        • Samsunder N.
        • Abdool Karim Q.
        • et al.
        Residual T cell activation and skewed CD8+ T cell memory differentiation despite antiretroviral therapy-induced HIV suppression.
        Clin Immunol. 2018; 195: 127-138https://doi.org/10.1016/j.clim.2018.06.001
        • Steel A.
        • John L.
        • Shamji M.H.
        • Henderson D.C.
        • Gotch F.M.
        • Gazzard B.G.
        • et al.
        CD38 expression on CD8 T cells has a weak association with CD4 T-cell recovery and is a poor marker of viral replication in HIV-1-infected patients on antiretroviral therapy.
        HIV Med. 2008; 9: 118-125https://doi.org/10.1111/j.1468-1293.2007.00528.x
        • Avettand-Fènoël V.
        • Hocqueloux L.
        • Ghosn J.
        • Cheret A.
        • Frange P.
        • Melard A.
        • et al.
        Total HIV-1 D.N.A., a marker of viral reservoir dynamics with clinical implications.
        Clin Microbiol Rev. 2016; 29: 859-880https://doi.org/10.1128/CMR.00015-16
        • Massanella M.
        • Fromentin R.
        • Chomont N.
        Residual inflammation and viral reservoirs: alliance against an HIV cure.
        Curr Opin HIV AIDS. 2016; 11: 234-241https://doi.org/10.1097/COH.0000000000000230
        • De Francesco D.
        • Wit F.W.
        • Bürkle A.
        • Oehlke S.
        • Kootstra N.A.
        • Winston A.
        • et al.
        Do people living with HIV experience greater age advancement than their HIV-negative counterparts.
        AIDS. 2019; 33: 259-268https://doi.org/10.1097/QAD.0000000000002063
        • Strutz F.
        • Heller G.
        • Krasemann K.
        • Krone B.
        • Müller G.A.
        Relationship of antibodies to endotoxin core to mortality in medical patients with sepsis syndrome.
        Intensive Care Med. 1999; 25: 435-444https://doi.org/10.1007/s001340050877
        • Barclay G.R.
        Endogenous endotoxin-core antibody (EndoCAb) as a marker of endotoxin exposure and a prognostic indicator: a review.
        Prog Clin Biol Res. 1995; 392: 263-272
        • Titanji K.
        • De Milito A.
        • Cagigi A.
        • Thorstensson R.
        • Grützmeier S.
        • Atlas A.
        • et al.
        Loss of memory B cells impairs maintenance of long-term serologic memory during HIV-1 infection.
        Blood. 2006; 108: 1580-1587https://doi.org/10.1182/blood-2005-11-013383
        • Nicholas K.J.
        • Zern E.K.
        • Barnett L.
        • Smith R.M.
        • Lorey S.L.
        • Copeland C.A.
        • et al.
        B cell responses to HIV antigen are a potent correlate of viremia in HIV-1 infection and improve with PD-1 blockade.
        PLoS One. 2013; 8e84185https://doi.org/10.1371/journal.pone.0084185
        • Mehraj V.
        • Ramendra R.
        • Isnard S.
        • Dupuy F.P.
        • Ponte R.
        • Chen J.
        • et al.
        Circulating (1→3)-β-D-glucan is associated with immune activation during human immunodeficiency virus infection.
        Clin Infect Dis. 2020; 70: 232-241https://doi.org/10.1093/cid/ciz212
        • Hanahan D.
        • Weinberg R.A.
        Hallmarks of cancer: the next generation.
        Cell. 2011; 144: 646-674https://doi.org/10.1016/j.cell.2011.02.013
        • Zappavigna S.
        • Cossu A.M.
        • Grimaldi A.
        • Bocchetti M.
        • Ferraro G.A.
        • Nicoletti G.F.
        • et al.
        Anti-inflammatory drugs as anticancer agents.
        Int J Mol Sci. 2020; : 21https://doi.org/10.3390/ijms21072605
        • Day C.L.
        • Kaufmann D.E.
        • Kiepiela P.
        • Brown J.A.
        • Moodley E.S.
        • Reddy S.
        • et al.
        PD-1 expression on HIV-specific T cells is associated with T-cell exhaustion and disease progression.
        Nature. 2006; 443: 350-354https://doi.org/10.1038/nature05115
        • Kaufmann D.E.
        • Kavanagh D.G.
        • Pereyra F.
        • Zaunders J.J.
        • Mackey E.W.
        • Miura T.
        • et al.
        Upregulation of CTLA-4 by HIV-specific CD4+ T cells correlates with disease progression and defines a reversible immune dysfunction.
        Nat Immunol. 2007; 8: 1246-1254https://doi.org/10.1038/ni1515
        • Naeger D.M.
        • Martin J.N.
        • Sinclair E.
        • Hunt P.W.
        • Bangsberg D.R.
        • Hecht F.
        • et al.
        Cytomegalovirus-specific T cells persist at very high levels during long-term antiretroviral treatment of HIV disease.
        PLoS One. 2010; 5e8886https://doi.org/10.1371/journal.pone.0008886
        • Appay V.
        • Fastenackels S.
        • Katlama C.
        • Ait-Mohand H.
        • Schneider L.
        • Guihot A.
        • et al.
        Old age and anti-cytomegalovirus immunity are associated with altered T-cell reconstitution in HIV-1-infected patients.
        AIDS. 2011; 25 (Sep 24): 1813-1822https://doi.org/10.1097/QAD.0b013e32834640e6