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Levels of circulating myeloid subpopulations and of heme oxygenase-1 do not predict CD4+ T cell recovery after the initiation of antiretroviral therapy for HIV disease
AIDS Research and Therapy volume 11, Article number: 27 (2014)
The level (or frequency) of circulating monocyte subpopulations such as classical (CD14hiCD16-) and non-classical (CD14dimCD16+) monocytes varies during the course of HIV disease progression and antiretroviral therapy (ART). We hypothesized that such variation and/or differences in the degree to which these cells expressed the immunoregulatory enzyme, heme oxygenase-1 (HO-1), would be associated with CD4+ T cell recovery after the initiation of ART. This hypothesis was tested in a cross-sectional study of four groups of HIV-infected subjects, including those who were seronegative, untreated virologic controllers [detectable viral load (VL) of <1000 copies/mL], untreated virologic non-controllers [VL > 10,000 copies/mL], and ART-mediated virologic controllers [VL < 75 copies/mL]. A longitudinal analysis of ART-treated subjects was also performed along with regression analysis to determine which biomarkers were associated with and/or predictive of CD4+ T cell recovery. Suppressive ART was associated with increased levels of classical monocyte subpopulations (CD14hiCD16-) and decreased levels of non-classical monocyte populations (CD14dimCD16+). Among peripheral blood mononuclear cells (PBMCs), HO-1 was found to be most highly up-regulated in CD14+ monocytes after ex vivo stimulation. Neither the levels of monocyte subpopulations nor of HO-1 expression in CD14+ monocytes were significantly associated with the degree of CD4+ T cell recovery. Monocyte subpopulations and HO-1 gene expression were, however, restored to normal levels by suppressive ART. These results suggest that the level of circulating monocyte subpopulations and their expression of HO-1 have no evident relationship to CD4+ T cell recovery after the initiation of ART.
Circulating myeloid cells are a heterogeneous population of monocytes and dendritic cells with diverse immunoregulatory capacities. CD14dimCD16+ "non-classical" monocytes have gene expression profiles that are generally considered to be pro-inflammatory in nature and are found at higher frequencies in the blood of subjects with chronic inflammatory diseases such as HIV infection. CD14hiCD16- "classical" monocytes comprise the bulk of the circulating myeloid pool and are anti-inflammatory in function, as demonstrated by their low potential to migrate to inflammatory sites, their production of IL-10 after stimulation with lipopolysaccharide (LPS), and their propensity to mature into tolerogenic antigen presenting cells (APCs) in the context of appropriate cytokine stimulation. Consistent with their pro-inflammatory properties, non-classical CD14dimCD16+ monocytes are found at 2- to 8-fold higher levels in HIV-infected subjects compared to uninfected controls. Additionally, untreated HIV-infected subjects with elevated frequencies of circulating CD14hiCD16+ "intermediate" monocytes have increased viral loads and decreased CD4+ T cell counts which decline after virologically suppressive ART. How these changes in monocyte subpopulations might impact SIV/HIV disease progression remains unclear.
Heme oxygenase-1 (HO-1), the rate-limiting enzyme in the catabolism of heme, has potent immunoregulatory activity. HO-1 activity within myeloid cells is generally thought to be anti-inflammatory- resulting in decreased TNFα expression, increased IL-10 expression, and is associated with differentiation into tolerogenic APCs. We have previously demonstrated that monocytes represent one of the most prevalent sources of HO-1, and HO-1 inhibitors cause monocyte-dependent T cell proliferation in vitro. HO-1 levels are elevated in the peripheral blood cells of HIV-infected individuals, and functional HO-1 promoter polymorphisms correlate with circulating markers of inflammation in ART-treated subjects. Given these data, we wondered whether increased levels of certain monocyte subpopulations and/or of their expression of HO-1 might be generally anti-inflammatory in nature and thereby facilitate the CD4+ T cell response to suppressive ART. Altering the balance of the immune system towards a less activated state (e.g., by increasing the frequency of the anti-inflammatory classical monocytes) may prevent immunopathology associated with chronic HIV disease and, ultimately, improve HAART-mediated CD4+ T cell recovery. In this study, we sought to determine if CD4+ T cell recovery after the initiation of ART was predicted by the frequency of monocyte subpopulations and/or of HO-1 expression in CD14+ monocytes.
Antiretroviral therapy is associated with an increased frequency of classical monocytes
As shown in Figure 1A, three blood myeloid subpopulations were defined by expression of HLA-DR, CD14, CD16, and CD11c: CD14hiCD16- classical monocytes, CD14dimCD16+ non-classical monocytes, and CD11c+ myeloid dendritic cells (mDCs) (Figure 1A, and Additional file1: Figure S1A).
To determine the relative frequency of various myeloid subpopulations in the context of HIV disease, PBMCs from untreated viral controllers, untreated viremics, ART-suppressed subjects, and HIV-seronegative subjects (Table 1) were studied by flow cytometry. The highest circulating frequencies of classical monocytes were observed in HIV-seronegative subjects, a group known to have low levels of T cell activation, while the highest frequencies of pro-inflammatory non-classical monocytes were observed in untreated viremic subjects, a group known to have high levels of T cell activation (Figure 1B and Additional file2: Figure S2). These results confirm and extend existing reports of altered monocyte populations during HIV disease progression[7, 14].
To understand the cellular characteristics of circulating monocyte populations in more detail, we performed a comprehensive analysis of the geometric mean fluorescence intensities (gMFI) of various myeloid markers in these defined monocyte populations within patients on early ART n = 24 (Early ART suppressed, Table 2). The following markers were assessed: HLA-DR (a Class II major histocompatibility receptor), CD11c (a type 1 transmembrane integrin), CD11b (a Mac-1 integrin forming the complement receptor 3), and CD33 (a myeloid-restricted transmembrane protein of the sialic acid binding Ig-like lectin family). (Additional file3: Figure S3) The CD14hi classical monocytes had the highest levels of CD11b and CD33 expression (P < 0.0001) whereas the CD14dimCD16+ non-classical monocytes had the highest levels of CD11c expression (P < 0.0001). CD11c+ mDCs that were CD14-CD16- did not display high levels of CD11b, CD11c, or CD33 (Additional file3: Figure S3). These findings indicate that classical and non-classical monocytes can be further characterized by cell surface expression levels of CD11c, CD11b, and CD33, molecules that have implications on trafficking through the circulation and in tissue sites of infection. A recent study showed that other monocyte markers such as CD62L, CD115, neopterin, and soluble CD163 and CXCL10 are dynamically altered in HIV patients.
ART is known to result in both decreases in plasma virus as well as in T cell activation levels. Based on our cross-sectional analysis (Figure 1B), classical monocytes were hypothesized to increase over time on ART. To directly test this hypothesis, myeloid cell subpopulations were analyzed longitudinally over time in the "pre-ART" subjects (described in Table 2). Pre-ART subjects (n = 12) were not on ART and had a median viral load of 33,123 copies/mL (IQR 19,383 - 100,092) and a median CD4 count of 173.5 cells/mm3 (149.3 - 251.8). After 2.5 years on suppressive therapy (IQR 1.7 – 3), viral loads were at levels below 75 copies/mL, the limit of viremia detection. During this time, classical monocyte frequencies increased from 54.1% (IQR 44.5-60.2%) to 69.2% (IQR 64.3 – 71.1%) (P < 0.001) whereas non-classical monocyte frequencies decreased from 16.0% (IQR 11.1- 20.3%) to 10.7% (IQR 8.1 – 12.9%) (P = 0.01) (Figure 1C). These results corroborate previous findings where non-classical monocyte populations appear to diminish after suppressive ART[7, 18].
HO-1 is induced in CD14+ monocytes by cobalt protoporphyrin IX (CoPP)
To determine which of the various myeloid subpopulations circulating in HIV-seropositive subjects might be the main producers of HO-1, stimulation experiments were carried out to detect intracellular HO-1 before and after ex vivo induction with Cobalt protoporphyrin IX (CoPP). At baseline prior to CoPP stimulation, HO-1 expression was higher in the CD14+ monocyte subpopulation than in the CD11c+ mDC population (Figure 2B).
Cell culture and stimulation resulted in classical and non-classical monocyte populations to combine into one subpopulation of CD14+ monocytes with intermediate expression of CD14 and CD16 compared to baseline expression patterns (Figure 2A). Upon CoPP stimulation, the CD14+ monocytes expressed higher HO-1 levels compared to their PBS (Figure 2C; p < 0.0001, 2-way ANOVA post-test). Consistent with prior findings[9, 11], our observations suggest that CD14+ monocytes are the most biologically relevant producers of HO-1 in the peripheral blood.
Antiretroviral therapy is associated with decreased PBMC levels of HO-1
Relative transcript levels of HO-1 were assessed from thawed PBMCs from untreated viral controllers, untreated viremic subjects, ART-treated subjects, and HIV-seronegative subjects (Table 1). There were no statistically significant differences in the levels of HO-1 transcript across all patient groups (Figure 3A).
We tested whether HMOX1 transcript changed after the initiation of suppressive ART in patients that were followed longitudinally (Table 2). HMOX1 relative gene expression levels decreased from 142.5 (98.0 - 182) to 78.8 (56.5 - 104.5) (P = 0.05) (Figure 3B).
Circulating monocyte frequencies and levels of HO-1 expression are not predictive of better CD4+ T cell recovery in ART-treated subjects
CD4+ T cell recovery was longitudinally assessed in early ART-suppressed cohort (n = 24, Table 2). All subjects achieved durable ART-mediated viral suppression by seven months of treatment. We hypothesized that subjects with higher pro-inflammatory non-classical CD14dimCD16+ monocyte frequencies may experience lower CD4+ T cell gains during suppressive ART (Table 3). We performed regression analysis to determine if classical monocytes or non-classical monocytes measured at a time point early after ART initiation may be predictive of the subsequent rate of CD4+ T cell count gain (cells/mm3/month). There was no strong evidence of a significant association between either the level of classical monocytes (Spearman’s rho ρ = -0.24, P < ns) (Figure 4A) or of non-classical monocytes (Spearman’s rho ρ = -0.069, P < ns) and CD4+ T cell counts (cells/mm3) measured during early or late ART, nor with the subsequent rate of gain in CD4+ T cell count (cells/mm3/month) (Figure 4B).
To perform more in-depth analysis of monocyte populations and their role in CD4+ T cell recovery, we further analyzed HO-1 and tested the possibility that its expression within CD14+ monocytes might be high in HIV subjects with improved CD4+ T cell recovery after ART in an analysis similar to a prior cohort study. HO-1 expression in CD14+ monocytes measured at the first time point available after complete viral suppression (ART time point 1) was not significantly associated with more robust CD4+ T cell recovery over the course of ART (Figure 4C).
In summary, these results demonstrate that neither circulating levels of monocyte populations nor high HO-1 expression in classical monocytes measured at a time point early after ART initiation predict greater CD4+ T cell gains at later ART time points, despite being differentially altered during the course of untreated HIV disease.
Immune activation is a cardinal feature of HIV disease and contributes to pathologic outcomes before and after the initiation of ART. In each instance, it is not clear if immune activation is due directly to viral replication and/or to the host response to such replication. It is clear, however, that the higher the level of activation, the faster the course of disease progression in untreated subjects[13, 20] and the lower the level of CD4+ T cell recovery in those provided ART.
We demonstrate that suppressive ART restores homeostatic levels of monocyte population frequencies (Figure 1B, C). There may be multiple explanations for these findings. For example, diminished levels of CD14+ myeloid cells could arise if CD14 cell surface receptors are actively shed after activation. The CD14 molecule serves as the bacterial lipopolysaccharide (LPS) receptor that is cleaved when engaged by LPS, resulting in circulating soluble CD14. The increase in the frequency of classical monocytes observed after suppressive ART may reflect decreased plasma LPS, allowing persistent expression of CD14 on these cells. Moreover, and as suggested by the current studies, expression of immunomodulatory enzymes such as HO-1 by classical monocytes may contribute to control of immune activation after ART-mediated viral suppression. Cellular phenotyping of monocytes was performed on cryopreserved samples, and previous studies have comparable results upon the freeze-thawing process of peripheral blood mononuclear cells[22, 23].
We hypothesized that frequencies of circulating monocyte subpopulations may not only be differentially altered during the course of HIV disease but may also predict the rate of CD4+ T cell recovery in patients that are suppressed on ART. Our study was designed such that the first time point of analysis occurred after the early months of ART (when there is substantial patient-to-patient variation in the kinetics of suppression of viremia and of T cell redistribution) as well as after the virus load has been effectively suppressed (thereby avoiding the confounding effects of unsuppressed and variable viral loads that would have otherwise been a major driver of most if not all of the measured parameters). In the cohort studied, however, circulating classical or non-classical monocyte percentages were not predictive of CD4+ T cell recovery in early ART-suppressed patients (Figure 4A, B). However, the possibility of missing an association due to low statistical power could be related to the relatively small sample size and/or small effect size of CD4+ T cells (cells/uL) gain per patient.
A similar study looking at a panel of candidate T cell biomarkers within the same patient cohort described in Table 2 (Early ART suppressed) demonstrated that poor levels of CD4+ T cell recovery are predicted by high levels of CD8+ T cells with a senescent phenotype, i.e., increased cell surface expression of CD57 and/or decreased cell surface expression of CD27 and of CD28.
The altered monocyte populations observed during the context of HIV disease have further implications as they may constitute a viral reservoir. It appears that CD16-positive monocytes (5% of monocyte population) are both more susceptible to infection and preferentially harbor the virus long-termin vitro. We have also reported that immunoregulatory enzymes like HO-1 and indoleamine 2, 3-dioxygenase (IDO), may have beneficial effects in HIV-seropositive subjects. While HO-1 expression in CD14+ monocytes was not predictive of CD4+ T cell recovery when measured at time points early after ART-mediated viral suppression, (Figure 4C) suppressive ART did restore homeostatic levels of HMOX1 gene expression (Figure 3B). HO-1 is an important immune modulator, with effects that are anti-proliferative, anti-oxidant, anti-apoptotic, and cytoprotective. (Reviewed in) HO-1 deficiency results in macrophages that produce greater amounts of TNFα, IFNα, IL-6, and IL-2 after LPS stimulation in mouse models. Reciprocally, increased levels of HO-1 are associated with decreased levels of HIV replication in monocytes in vitro. Therefore, PBMC HO-1 levels may be reflective of the overall immune activation state, resulting in parallel decreases in both parameters over time on ART.
We performed a comprehensive assessment of the relationship between circulating monocyte populations and HIV disease outcome among ART patients (as defined by CD4 reconstitution) in a cohort of well-characterized HIV- infected and -uninfected adults. We show that suppressive ART restores homeostatic levels of monocyte population frequencies as well as HO-1 gene expression levels. These results suggest that monocyte populations may be dysregulated during chronic untreated HIV disease, that suppressive ART restores their frequencies to normal levels, and that, at least at this level of discrimination, neither the levels of circulating monocyte populations, nor the levels of the immunoregulatory enzyme, HO-1, do not predict CD4+ T cell recovery after the initiation of ART but rather parallel the overall immune activation levels. This homeostatic recovery of different monocyte populations upon successful ART may contribute to the extent of immunological restoration and overall disease management in chronic HIV patients.
Healthy, HIV-seronegative adults (n = 30) and HIV-seropositive subjects (n = 135) were recruited from the San Francisco-based UCSF SCOPE (Study of the Consequences of the Protease Inhibitor Era) cohort. All subjects provided written informed consent for all biologic specimens and clinical data used in this study, and research records were kept confidential meeting specifications for this project approved by the UCSF Committee on Human Research (IRB #10-01330, reference #046371). For cross-sectional studies, HIV-infected subjects were categorized into four groups: virologic controllers (VL < 1000 copies/mL) (n = 31), virologic non-controllers (VL > 10,000 copies/mL) (n = 34), and ART-mediated virologically suppressed subjects (n = 34) (Table 1). Pre-ART subjects (n = 12) were followed longitudinally at time points from a time prior to ART initiation as well as 2.5 years post-suppressive therapy (Table 2). "Early ART" subjects (n = 24), were followed at a time point from early ART (median 6.4 months, interquartile range [IQR] 4.8 – 13.9 months) as well as 1 – 2 years of follow-up (median 19.8 months, IQR 18.3 – 24.6 months) were used for analysis as described in Table 3.
Isolation of plasma and primary peripheral bloods cells
Peripheral blood was drawn into EDTA tubes and centrifuged, after which the plasma fraction was frozen at -80°C until use. Peripheral blood mononuclear cells (PBMCs) were isolated from peripheral blood drawn into sodium heparin tubes by density centrifugation using Histopaque®-1077 (Sigma Aldrich, Saint Louis, MO). PBMCs were washed with RPMI 1640 (Life Technologies, Rockville, MD) supplemented with 10% fetal bovine serum (FBS, Gemini Bio-Products, Woodland, CA), 1% penicillin/streptomycin (Mediatech, Washington, DC), and 2 mM L-glutamine (Mediatech) (hereafter referred to as R10 medium), frozen in small aliquots of FBS with 10% DMSO (Sigma), and stored in a liquid nitrogen cryofreezer until use.
Cryopreserved PBMCs were rapidly thawed and washed in R10 medium. Viable PBMCs that excluded trypan blue (Sigma) were counted by direct microscopic visualization using a hemacytometer, pelleted, and then re-suspended at an adequate cell number for subsequent experiments.
HO-1 induction experiments
Cobalt protoporphyrin IX (CoPP) was purchased as a powder from Frontier Scientific (Park City, Utah), dissolved in 0.1 mM NaOH (Sigma), and then titrated to a pH of 7.6. PBMCs were cultured on Upcell™ 96 F MicroWell plates (Nalge Nunc, Rochester, NY), either with saline or 25 μM CoPP in R10 at 37°C for 48 hours. After incubation, adherent cells were harvested by incubating the plates at 25°C for 20 minutes.
Flow cytometry antibody labeling
The monoclonal antibodies (mAbs) used in this study were purchased from Abcam (Cambridge, MA), BD Biosciences (Franklin Lakes, NJ), Beckman Coulter (Indianapolis, IN), BioLegend (San Diego, CA), eBiosciences (San Diego, CA), and Invitrogen (Carlsbad, CA), and are summarized in detail in Additional file4: Table S1. Briefly, cells were washed in staining buffer containing PBS with 2% FBS and 20 mM EDTA (Sigma) before a 30 minute incubation at 4°C in the presence of a cocktail of mAbs as well as Amine-Aqua Dead Cell Stain (Invitrogen). Afterwards, cells were washed with staining buffer. Intracellular staining with the HO-1 antibody (Abcam) alongside a secondary antibody (Invitrogen) was performed for one hour at 4°C in cells that were fixed and permeabilized in BD Cytofix/Cytoperm, according to the manufacturer’s protocol. All cells underwent a final wash prior to fixation in 1% paraformaldehyde (Sigma). Data were acquired on an LSR II flow cytometer (BD) and analyzed using FlowJo software (Treestar, Ashland, OR). Gates for flow cytometric analyses were based on "fluorescence-minus-one" control stains.
For quantitative PCR analysis, PBMCs were harvested after culturing for 48 hours and RNA was isolated using TRIzol® Reagent (Invitrogen, Carlsbad, CA). Total cellular RNA (0.2 μg) was used for cDNA synthesis using Oligo-dT primers and Reverse Transcriptase from Omniscript (Qiagen). Relative expression levels of HMOX1 mRNA were measured by quantitative RT-PCR using validated Taqman® Gene Expression assay mixes for human HMOX1 (Hs00157965_m1) and human HPRT (Hs99999909_m1) according to the manufacturer’s protocol (Applied Biosystems). An AB Step One Plus instrument was used for amplification and detection, and the 2-ΔΔCT calculation was used to measure HMOX1 gene expression relative to HPRT.
Linear regressions, correlation analyses, ANOVAs, and paired T tests were made across biomarkers of interest using GraphPad Prism v5.0d (Graphpad Software, La Jolla, CA, USA). For flow cytometric expression levels, geometric mean fluorescence intensities (gMFI) were used. CD4+ T cell immune reconstitution was measured by subtracting the value of each patient’s CD4+ T cell count (cells/uL) from the early (median 6.4 months) from the late (median 29.3 months) ART timepoint, then dividing by the total number of months spanning that time period.
Auffray C, Sieweke MH, Geissmann F: Blood monocytes: development, heterogeneity, and relationship with dendritic cells. Annu Rev Immunol. 2009, 27: 669-692.
Ziegler-Heitbrock L: The CD14+ CD16+ blood monocytes: their role in infection and inflammation. J Leukoc Biol. 2007, 81: 584-592.
Ancuta P, Moses A, Gabuzda D: Transendothelial migration of CD16+ monocytes in response to fractalkine under constitutive and inflammatory conditions. Immunobiology. 2004, 209: 11-20.
Szaflarska A, Baj-Krzyworzeka M, Siedlar M, Weglarczyk K, Ruggiero I, Hajto B, Zembala M: Antitumor response of CD14+/CD16+ monocyte subpopulation. Exp Hematol. 2004, 32: 748-755.
Smeekens SP, van de Veerdonk FL, Joosten LA, Jacobs L, Jansen T, Williams DL, van der Meer JW, Kullberg BJ, Netea MG: The classical CD14++ CD16- monocytes, but not the patrolling CD14+ CD16+ monocytes, promote Th17 responses to Candida albicans. Eur J Immunol. 2011, 41: 2915-2924.
Thieblemont N, Weiss L, Sadeghi HM, Estcourt C, Haeffner-Cavaillon N: CD14lowCD16high: a cytokine-producing monocyte subset which expands during human immunodeficiency virus infection. Eur J Immunol. 1995, 25: 3418-3424.
Han J, Wang B, Han N, Zhao Y, Song C, Feng X, Mao Y, Zhang F, Zhao H, Zeng H: CD14(high)CD16(+) rather than CD14(low)CD16(+) monocytes correlate with disease progression in chronic HIV-infected patients. J Acquir Immune Defic Syndr. 2009, 52: 553-559.
Chauveau C, Rémy S, Royer PJ, Hill M, Tanguy-Royer S, Hubert FX, Tesson L, Brion R, Beriou G, Gregoire M, Josien R, Cuturi MC, Anegon I: Heme oxygenase-1 expression inhibits dendritic cell maturation and proinflammatory function but conserves IL-10 expression. Blood. 2005, 106: 1694-1702.
Burt TD, Seu L, Mold JE, Kappas A, McCune JM: Naive human T cells are activated and proliferate in response to the heme oxygenase-1 inhibitor tin mesoporphyrin. J Immunol. 2010, 185: 5279-5288.
Levere RD, Staudinger R, Loewy G, Kappas A, Shibahara S, Abraham NG: Elevated levels of heme oxygenase-1 activity and mRNA in peripheral blood adherent cells of acquired immunodeficiency syndrome patients. Am J Hematol. 1993, 43: 19-23.
Seu L, Burt TD, Witte JS, Martin JN, Deeks SG, McCune JM: Variations in the heme oxygenase-1 microsatellite polymorphism are associated with plasma CD14 and viral load in HIV-infected African-Americans. Genes Immun. 2012, 13: 258-267.
Ziegler-Heitbrock L, Ancuta P, Crowe S, Dalod M, Grau V, Hart DN, Leenen PJ, Liu YJ, MacPherson G, Randolph GJ, Scherberich J, Schmitz J, Shortman K, Sozzani S, Strobl H, Zembala M, Austyn JM, Lutz MB: Nomenclature of monocytes and dendritic cells in blood. Blood. 2010, 116: e74-e80.
Deeks SG, Kitchen CM, Liu L, Guo H, Gascon R, Narváez AB, Hunt P, Martin JN, Kahn JO, Levy J, McGrath MS, Hecht FM: Immune activation set point during early HIV infection predicts subsequent CD4+ T-cell changes independent of viral load. Blood. 2004, 104: 942-947.
Cassol E, Malfeld S, Mahasha P, van der Merwe S, Cassol S, Seebregts C, Alfano M, Poli G, Rossouw T: Persistent microbial translocation and immune activation in HIV-1-infected South Africans receiving combination antiretroviral therapy. J Infect Dis. 2010, 202: 723-733.
Shao L, Sperber K: Impaired regulation of HLA-DR expression in human immunodeficiency virus-infected monocytes. Clin Diagn Lab Immunol. 2002, 9: 739-746.
Brunialti MK, Martins PS, Barbosa de Carvalho H, Machado FR, Barbosa LM, Salomao R: TLR2, TLR4, CD14, CD11B, and CD11C expressions on monocytes surface and cytokine production in patients with sepsis, severe sepsis, and septic shock. Shock. 2006, 25: 351-357.
Hearps AC, Maisa A, Cheng WJ, Angelovich TA, Lichtfuss GF, Palmer CS, Landay AL, Jaworowski A, Crowe SM: HIV infection induces age-related changes to monocytes and innate immune activation in young men that persist despite combination antiretroviral therapy. AIDS. 2012, 26: 843-853.
Amirayan-Chevillard N, Tissot-Dupont H, Capo C, Brunet C, Dignat-George F, Obadia Y, Gallais H, Mege JL: Impact of highly active anti-retroviral therapy (HAART) on cytokine production and monocyte subsets in HIV-infected patients. Clin Exp Immunol. 2000, 120: 107-112.
Seu L, Ortiz GM, Epling L, Sinclair E, Swainson LA, Bajpai UD, Huang Y, Deeks SG, Hunt PW, Martin JN, McCune JM: Higher CD27(+)CD8(+) T Cells Percentages during Suppressive Antiretroviral Therapy Predict Greater Subsequent CD4(+) T Cell Recovery in Treated HIV Infection. PLoS One. 2013, 8: e84091-
Hunt PW, Martin JN, Sinclair E, Bredt B, Hagos E, Lampiris H, Deeks SG: T cell activation is associated with lower CD4+ T cell gains in human immunodeficiency virus-infected patients with sustained viral suppression during antiretroviral therapy. J Infect Dis. 2003, 187: 1534-1543.
Sandler NG, Wand H, Roque A, Law M, Nason MC, Nixon DE, Pedersen C, Ruxrungtham K, Lewin SR, Emery S, Neaton JD, Brenchley JM, Deeks SG, Sereti I, Douek DC, : Plasma Levels of Soluble CD14 Independently Predict Mortality in HIV Infection. J Infect Dis. 2011, 203: 780-790.
Appleby LJ, Nausch N, Midzi N, Mduluza T, Allen JE, Mutapi F: Sources of heterogeneity in human monocyte subsets. Immunol Lett. 2013, 152: 32-41.
Berg KE, Ljungcrantz I, Andersson L, Bryngelsson C, Hedblad B, Fredrikson GN, Nilsson J, Björkbacka H: Elevated CD14++CD16- monocytes predict cardiovascular events. Circ Cardiovasc Genet. 2012, 5: 122-131.
Maldarelli F, Palmer S, King MS, Wiegand A, Polis MA, Mican J, Kovacs JA, Davey RT, Rock-Kress D, Dewar R, Liu S, Metcalf JA, Rehm C, Brun SC, Hanna GJ, Kempf DJ, Coffin JM, Mellors JW: ART suppresses plasma HIV-1 RNA to a stable set point predicted by pretherapy viremia. PLoS Pathog. 2007, 3: e46-
Pakker NG, Notermans DW, De Boer RJ, Roos MT, De Wolf F, Hill A, Leonard JM, Danner SA, Miedema F, Schellekens PT: Biphasic kinetics of peripheral blood T cells after triple combination therapy in HIV-1 infection: a composite of redistribution and proliferation. Nat Med. 1998, 4: 208-214.
Jaworowski A, Kamwendo DD, Ellery P, Sonza S, Mwapasa V, Tadesse E, Molyneux ME, Rogerson SJ, Meshnick SR, Crowe SM: CD16+ monocyte subset preferentially harbors HIV-1 and is expanded in pregnant Malawian women with Plasmodium falciparum malaria and HIV-1 infection. J Infect Dis. 2007, 196: 38-42.
Favre D, Mold J, Hunt PW, Kanwar B, Loke P, Seu L, Barbour JD, Lowe MM, Jayawardene A, Aweeka F, Huang Y, Douek DC, Brenchley JM, Martin JN, Hecht FM, Deeks SG, McCune JM: Tryptophan catabolism by indoleamine 2, 3-dioxygenase 1 alters the balance of TH17 to regulatory T cells in HIV disease. Sci Transl Med. 2010, 2: 32-36.
Wagener FA, Volk HD, Willis D, Abraham NG, Soares MP, Adema GJ, Figdor CG: Different faces of the heme-heme oxygenase system in inflammation. Pharmacol Rev. 2003, 55: 551-571.
Kapturczak MH, Wasserfall C, Brusko T, Campbell-Thompson M, Ellis TM, Atkinson MA, Agarwal A: Heme oxygenase-1 modulates early inflammatory responses: evidence from the heme oxygenase-1-deficient mouse. Am J Pathol. 2004, 165: 1045-1053.
L.S. was supported by a pre-doctoral dissertation California HIV Research Program grant (#D09-SF-313). G.M.O. was supported by NIH Training Grants T32 AI060530 and 2T32AI007641 as well as the Gates Foundation Award # OPP1024421 and the NIH Loan Repayment Program. T.D.B. was a fellow of the Pediatric Scientist Development Program (supported by the American Pediatric Society, the American Academy of Pediatrics, and the March of Dimes) and is supported by NIH/NICHD grant number 1K08HD067295 and the NIH Loan Repayment Program. J.M.M. was supported by NIH Awards U01 AI43641 and R37 AI40312, and is the recipient of the National Institutes of Health Director’s Pioneer Award as part of the National Institutes of Health Roadmap for Medical Research (DPI OD00329). The SCOPE cohort was supported by the Centers for AIDS Research at UCSF (PO AI27763), CFAR Network of Integrated Systems (R24 AI067039), the UCSF CTSI (UL1 RR024131), NIAID (RO1 AI087145, K24AI069994, AI-76174, amfAR, and the Ragon Institute. This work was also supported by the AIDS Research Institute at UCSF and the Harvey V. Berneking Living Trust.
The authors report no conflict of interest for this study.
LS and GMO carried out the immunological studies, acquired and performed the data analyses, and drafted the manuscript. TDB participated in the design of the immunological studies, and provided technical expertise. SGD performed the clinical design of the study. JNM performed the clinical statistical analyses. JMM conceived of the study, and participated in its design and coordination and drafted the manuscript. All authors read and approved the final manuscript.
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Seu, L., Ortiz, G.M., Burt, T.D. et al. Levels of circulating myeloid subpopulations and of heme oxygenase-1 do not predict CD4+ T cell recovery after the initiation of antiretroviral therapy for HIV disease. AIDS Res Ther 11, 27 (2014). https://doi.org/10.1186/1742-6405-11-27
- Immune activation
- CD4+ T cell recovery