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1.
Nat Commun ; 15(1): 5191, 2024 Jun 18.
Article in English | MEDLINE | ID: mdl-38890283

ABSTRACT

A recent clinical trial demonstrated that Bacille Calmette-Guérin (BCG) revaccination of adolescents reduced the risk of sustained infection with Mycobacterium tuberculosis (M.tb). In a companion phase 1b trial, HVTN 602/Aeras A-042, we characterize in-depth the cellular responses to BCG revaccination or to a H4:IC31 vaccine boost to identify T cell subsets that could be responsible for the protection observed. High-dimensional clustering analysis of cells profiled using a 26-color flow cytometric panel show marked increases in five effector memory CD4+ T cell subpopulations (TEM) after BCG revaccination, two of which are highly polyfunctional. CITE-Seq single-cell analysis shows that the activated subsets include an abundant cluster of Th1 cells with migratory potential. Additionally, a small cluster of Th17 TEM cells induced by BCG revaccination expresses high levels of CD103; these may represent recirculating tissue-resident memory cells that could provide pulmonary immune protection. Together, these results identify unique populations of CD4+ T cells with potential to be immune correlates of protection conferred by BCG revaccination.


Subject(s)
BCG Vaccine , CD4-Positive T-Lymphocytes , Mycobacterium tuberculosis , Mycobacterium tuberculosis/immunology , Humans , Adolescent , CD4-Positive T-Lymphocytes/immunology , BCG Vaccine/immunology , Immunization, Secondary , Tuberculosis/immunology , Tuberculosis/prevention & control , Tuberculosis/microbiology , Female , Male , Phenotype , Single-Cell Analysis , Th1 Cells/immunology , Immunologic Memory/immunology
2.
Open Forum Infect Dis ; 4(2): ofx032, 2017.
Article in English | MEDLINE | ID: mdl-28470016

ABSTRACT

We measured human immunodeficiency virus (HIV) ribonucleic acid (RNA) in paired cerebrospinal fluid (CSF) and plasma samples in a prospective study of 91 HIV-infected, antiretroviral therapy-naive patients with cryptococcal meningitis. Cerebrospinal fluid HIV RNA was lower than in plasma (median 4.7 vs 5.2 log10 copies/mL, P < .0001) and positively correlated with plasma HIV RNA, peripheral CD4+ T-cell percentage, and CSF CXCL10. Plasma/CSF ratio of HIV RNA ranged widely from 0.2 to 265.5 with a median of 2.6. Cerebrospinal fluid quantitative cryptococcal culture positively correlated with CSF CCL2 and CCL3. CSF-plasma viral discordance was not associated with cryptococcal-associated immune reconstitution inflammatory syndrome.

3.
Virol J ; 12: 200, 2015 Nov 25.
Article in English | MEDLINE | ID: mdl-26607225

ABSTRACT

BACKGROUND: HIV-1 subtype C Nef sequences have a significantly lower ability overall to down-regulate CD4 and HLA-I than subtype B Nef sequences. Here we investigated whether Nef amino acids differing in frequency between HIV-1 subtypes B and C explain lower CD4 and HLA-I down-regulation ability of subtype C. FINDINGS: Subtype-specific mutations were introduced into representative subtype B and C Nef sequences and the CD4 and HLA-I down-regulation ability of these mutants was measured by flow cytometry in a CD4+ T cell line. Subtype C consensus 20I and subtype B consensus 20M reduced and increased HLA-I down-regulation respectively, and the S88G immune escape mutation (which is significantly more frequent in subtype C than subtype B) reduced CD4 and HLA-I down-regulation. CONCLUSIONS: Our data suggest that these subtype-specific differences may partly contribute to inter-subtype functional differences, and identification of an immune escape mutation - S88G - that impairs Nef function is of relevance to vaccine design.


Subject(s)
CD4 Antigens/analysis , CD4-Positive T-Lymphocytes/virology , Genotype , HIV-1/physiology , Histocompatibility Antigens Class I/analysis , Host-Pathogen Interactions , nef Gene Products, Human Immunodeficiency Virus/metabolism , Amino Acid Substitution , CD4-Positive T-Lymphocytes/chemistry , Cell Line , DNA Mutational Analysis , Down-Regulation , Flow Cytometry , HIV-1/classification , HIV-1/genetics , Humans , Molecular Sequence Data , Mutagenesis, Site-Directed , RNA, Viral/genetics , Sequence Analysis, DNA
4.
Virology ; 468-470: 214-225, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25193656

ABSTRACT

Nef plays a major role in HIV-1 pathogenicity. We studied HIV-1 subtype C infected individuals in acute/early (n = 120) or chronic (n = 207) infection to investigate the relationship between Nef-mediated CD4/HLA-I down-regulation activities and disease progression, and the influence of immune-driven sequence variation on these Nef functions. A single Nef sequence per individual was cloned into an expression plasmid, followed by transfection of a T cell line and measurement of CD4 and HLA-I expression. In early infection, a trend of higher CD4 down-regulation ability correlating with higher viral load set point was observed (r = 0.19, p = 0.05), and higher HLA-I down-regulation activity was significantly associated with faster rate of CD4 decline (p = 0.02). HLA-I down-regulation function correlated inversely with the number HLA-associated polymorphisms previously associated with reversion in the absence of the selecting HLA allele (r = -0.21, p = 0.0002). These data support consideration of certain Nef regions in HIV-1 vaccine strategies designed to attenuate the infection course.


Subject(s)
Gene Expression Regulation/immunology , Genes, MHC Class I/physiology , HIV Infections/virology , HIV-1/genetics , nef Gene Products, Human Immunodeficiency Virus/metabolism , CD4-Positive T-Lymphocytes , Genes, MHC Class I/genetics , HIV Infections/genetics , HIV Infections/immunology , HIV Infections/metabolism , Humans , nef Gene Products, Human Immunodeficiency Virus/genetics
5.
PLoS Comput Biol ; 10(8): e1003776, 2014 Aug.
Article in English | MEDLINE | ID: mdl-25102049

ABSTRACT

Viral immune evasion by sequence variation is a major hindrance to HIV-1 vaccine design. To address this challenge, our group has developed a computational model, rooted in physics, that aims to predict the fitness landscape of HIV-1 proteins in order to design vaccine immunogens that lead to impaired viral fitness, thus blocking viable escape routes. Here, we advance the computational models to address previous limitations, and directly test model predictions against in vitro fitness measurements of HIV-1 strains containing multiple Gag mutations. We incorporated regularization into the model fitting procedure to address finite sampling. Further, we developed a model that accounts for the specific identity of mutant amino acids (Potts model), generalizing our previous approach (Ising model) that is unable to distinguish between different mutant amino acids. Gag mutation combinations (17 pairs, 1 triple and 25 single mutations within these) predicted to be either harmful to HIV-1 viability or fitness-neutral were introduced into HIV-1 NL4-3 by site-directed mutagenesis and replication capacities of these mutants were assayed in vitro. The predicted and measured fitness of the corresponding mutants for the original Ising model (r = -0.74, p = 3.6×10-6) are strongly correlated, and this was further strengthened in the regularized Ising model (r = -0.83, p = 3.7×10-12). Performance of the Potts model (r = -0.73, p = 9.7×10-9) was similar to that of the Ising model, indicating that the binary approximation is sufficient for capturing fitness effects of common mutants at sites of low amino acid diversity. However, we show that the Potts model is expected to improve predictive power for more variable proteins. Overall, our results support the ability of the computational models to robustly predict the relative fitness of mutant viral strains, and indicate the potential value of this approach for understanding viral immune evasion, and harnessing this knowledge for immunogen design.


Subject(s)
Genes, gag/genetics , Genetic Fitness/genetics , HIV-1/genetics , HIV-1/physiology , Immune Evasion/genetics , Computer Simulation , HIV Infections/virology , Humans , Models, Biological , Mutation , RNA, Viral
6.
AIDS ; 28(5): 657-66, 2014 Mar 13.
Article in English | MEDLINE | ID: mdl-24451162

ABSTRACT

OBJECTIVE: The role of innate immunity in the pathogenesis of cryptococcal meningitis is unclear. We hypothesized that natural killer (NK) cell and monocyte responses show central nervous system (CNS) compartment-specific profiles, and are altered by antifungal therapy and combination antiretroviral therapy (cART) during cryptococcal meningitis/HIV coinfection. DESIGN: Substudy of a prospective cohort study of adults with cryptococcal meningitis/HIV coinfection in Durban, South Africa. METHODS: We used multiparametric flow cytometry to study compartmentalization of subsets, CD69 (a marker of activation), CXCR3 and CX3CR1 expression, and cytokine secretion of NK cells and monocytes in freshly collected blood and cerebrospinal fluid (CSF) at diagnosis (n = 23), completion of antifungal therapy induction (n = 19), and after a further 4 weeks of cART (n = 9). RESULTS: Relative to blood, CSF was enriched with CD56(bright) (immunoregulatory) NK cells (P = 0.0004). At enrolment, CXCR3 expression was more frequent among blood CD56(bright) than either blood CD56(dim) (P < 0.0001) or CSF CD56(bright) (P = 0.0002) NK cells. Antifungal therapy diminished blood (P < 0.05), but not CSF CXCR3(pos) NK-cell proportions nor CX3CR1(pos) NK-cell proportions. CD56(bright) and CD56(dim) NK cells were more activated in CSF than blood (P < 0.0001). Antifungal therapy induction reduced CD56(dim) NK-cell activation in CSF (P = 0.02). Activation of blood CD56(bright) and CD56(dim) NK cells was diminished following cART commencement (P < 0.0001, P = 0.03). Immunoregulatory NK cells in CSF tended to secrete higher levels of CXCL10 (P = 0.06) and lower levels of tumor necrosis factor α (P = 0.06) than blood immunoregulatory NK cells. CSF was enriched with nonclassical monocytes (P = 0.001), but antifungal therapy restored proportions of classical monocytes (P = 0.007). CONCLUSION: These results highlight CNS activation, trafficking, and function of NK cells and monocytes in cryptococcal meningitis/HIV and implicate immunoregulatory NK cells and proinflammatory monocytes as potential modulators of cryptococcal meningitis pathogenesis during HIV coinfection.


Subject(s)
Central Nervous System/immunology , Coinfection/immunology , HIV Infections/complications , Immunity, Innate , Meningitis, Cryptococcal/immunology , Adult , Antigens, CD/analysis , Antigens, Differentiation, T-Lymphocyte/analysis , Blood Cells , Cerebrospinal Fluid/cytology , Cohort Studies , Cytokines/metabolism , Female , Flow Cytometry , Humans , Killer Cells, Natural/chemistry , Killer Cells, Natural/immunology , Lectins, C-Type/analysis , Male , Middle Aged , Monocytes/chemistry , Monocytes/immunology , Prospective Studies , Receptors, CXCR3/analysis , Receptors, Interleukin-8A/analysis , South Africa , Young Adult
7.
Retrovirology ; 10: 100, 2013 Sep 16.
Article in English | MEDLINE | ID: mdl-24041011

ABSTRACT

BACKGROUND: The highly genetically diverse HIV-1 group M subtypes may differ in their biological properties. Nef is an important mediator of viral pathogenicity; however, to date, a comprehensive inter-subtype comparison of Nef in vitro function has not been undertaken. Here, we investigate two of Nef's most well-characterized activities, CD4 and HLA class I downregulation, for clones obtained from 360 chronic patients infected with HIV-1 subtypes A, B, C or D. RESULTS: Single HIV-1 plasma RNA Nef clones were obtained from N=360 antiretroviral-naïve, chronically infected patients from Africa and North America: 96 (subtype A), 93 (B), 85 (C), and 86 (D). Nef clones were expressed by transfection in an immortalized CD4+ T-cell line. CD4 and HLA class I surface levels were assessed by flow cytometry. Nef expression was verified by Western blot. Subset analyses and multivariable linear regression were used to adjust for differences in age, sex and clinical parameters between cohorts. Consensus HIV-1 subtype B and C Nef sequences were synthesized and functionally assessed. Exploratory sequence analyses were performed to identify potential genotypic correlates of Nef function. Subtype B Nef clones displayed marginally greater CD4 downregulation activity (p = 0.03) and markedly greater HLA class I downregulation activity (p < 0.0001) than clones from other subtypes. Subtype C Nefs displayed the lowest in vitro functionality. Inter-subtype differences in HLA class I downregulation remained statistically significant after controlling for differences in age, sex, and clinical parameters (p < 0.0001). The synthesized consensus subtype B Nef showed higher activities compared to consensus C Nef, which was most pronounced in cells expressing lower protein levels. Nef clones exhibited substantial inter-subtype diversity: cohort consensus residues differed at 25% of codons, while a similar proportion of codons exhibited substantial inter-subtype differences in major variant frequency. These amino acids, along with others identified in intra-subtype analyses, represent candidates for mediating inter-subtype differences in Nef function. CONCLUSIONS: Results support a functional hierarchy of subtype B > A/D > C for Nef-mediated CD4 and HLA class I downregulation. The mechanisms underlying these differences and their relevance to HIV-1 pathogenicity merit further investigation.


Subject(s)
CD4 Antigens/biosynthesis , HIV-1/physiology , Histocompatibility Antigens Class I/biosynthesis , Host-Pathogen Interactions , nef Gene Products, Human Immunodeficiency Virus/metabolism , Adult , Africa , CD4-Positive T-Lymphocytes/virology , Cell Line , Down-Regulation , Female , Genotype , HIV Infections/virology , HIV-1/classification , HIV-1/genetics , HIV-1/isolation & purification , Humans , Male , North America
8.
PLoS One ; 8(8): e71758, 2013.
Article in English | MEDLINE | ID: mdl-24015191

ABSTRACT

BACKGROUND: Use of antiretroviral-based microbicides for HIV-1 prophylaxis could introduce a transmission barrier that inadvertently facilitates the selection of fitter viral variants among incident infections. To investigate this, we assessed the in vitro function of gag-protease and nef sequences from participants who acquired HIV-1 during the CAPRISA 004 1% tenofovir microbicide gel trial. METHODS AND RESULTS: We isolated the earliest available gag-protease and nef gene sequences from 83 individuals and examined their in vitro function using recombinant viral replication capacity assays and surface protein downregulation assays, respectively. No major phylogenetic clustering and no significant differences in gag-protease or nef function were observed in participants who received tenofovir gel versus placebo gel prophylaxis. CONCLUSION: Results indicate that the partial protective effects of 1% tenofovir gel use in the CAPRISA 004 trial were not offset by selection of transmitted/early HIV-1 variants with enhanced Gag-Protease or Nef fitness.


Subject(s)
Adenine/analogs & derivatives , Anti-HIV Agents/pharmacology , HIV Infections/virology , HIV-1/genetics , Organophosphonates/pharmacology , Vaginal Creams, Foams, and Jellies/pharmacology , Adenine/administration & dosage , Adenine/pharmacology , Anti-HIV Agents/administration & dosage , Clinical Trials as Topic , Female , HIV Infections/prevention & control , HIV Infections/transmission , HIV-1/drug effects , HIV-1/enzymology , Humans , Organophosphonates/administration & dosage , Phylogeny , Sequence Analysis, DNA , Tenofovir , Vaginal Creams, Foams, and Jellies/administration & dosage , Virus Replication , gag Gene Products, Human Immunodeficiency Virus/genetics , nef Gene Products, Human Immunodeficiency Virus/genetics
9.
J Infect Dis ; 208(10): 1604-12, 2013 Nov 15.
Article in English | MEDLINE | ID: mdl-23908492

ABSTRACT

BACKGROUND: Human immunodeficiency virus-infected patients with treated cryptococcal meningitis who start combination antiretroviral therapy (cART) are at risk of further neurological deterioration, in part caused by paradoxical cryptococcosis-associated immune reconstitution inflammatory syndrome (C-IRIS). We hypothesized that C-IRIS is associated with alterations of chemokine receptor expression on T cells and chemokine concentrations in cerebrospinal fluid (CSF) that enhance recruitment of T-helper 1 cells and/or myeloid cells to the central nervous system. METHODS: In a prospective study of 128 human immunodeficiency virus-infected patients with cryptococcal meningitis who received antifungal therapy followed by cART, we examined the proportions of CD4(+) and CD8(+) T cells expressing CCR5 and/or CXCR3, in CSF and whole blood and the concentrations of CXCL10, CCL2, and CCL3 in stored CSF and plasma. RESULTS: The proportion of CD4(+) and CD8(+) T cells expressing CXCR3(+)CCR5(+) and the concentrations of CXCL10, CCL2 and CCL3 were increased in CSF compared with blood at cART initiation (P < .0001). Patients with C-IRIS (n = 26), compared with those with no neurological deterioration (n = 63), had higher CSF ratios of CCL2/CXCL10 and CCL3/CXCL10 and higher proportions of CXCR3(+)CCR5(+)CD8(+)T cells in CSF compared with blood at cART initiation (P = .03, .0053, and .02, respectively). CONCLUSION: CD8(+) T-cell and myeloid cell trafficking to the central nervous system may predispose patients to C-IRIS.


Subject(s)
Chemokines/metabolism , HIV Infections/complications , HIV Infections/metabolism , Immune Reconstitution Inflammatory Syndrome/etiology , Meningitis, Cryptococcal/etiology , Receptors, Chemokine/metabolism , Adult , Antifungal Agents/therapeutic use , Antiretroviral Therapy, Highly Active , CD4 Lymphocyte Count , CD4-CD8 Ratio , CD4-Positive T-Lymphocytes/immunology , CD4-Positive T-Lymphocytes/metabolism , CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/metabolism , Chemokines/blood , Chemokines/cerebrospinal fluid , Female , HIV Infections/drug therapy , HIV Infections/mortality , Humans , Immune Reconstitution Inflammatory Syndrome/drug therapy , Immune Reconstitution Inflammatory Syndrome/immunology , Male , Meningitis, Cryptococcal/drug therapy , Meningitis, Cryptococcal/immunology , Prospective Studies , Receptors, Chemokine/blood
10.
J Infect Dis ; 208(6): 898-906, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23766525

ABSTRACT

BACKGROUND: Cryptococcosis-associated immune reconstitution inflammatory syndrome (C-IRIS) may be driven by aberrant T-cell responses against cryptococci. We investigated this in human immunodeficiency virus (HIV)-infected patients with treated cryptococcal meningitis (CM) commencing combination antiretroviral therapy (cART). METHODS: Mitogen- and cryptococcal mannoprotein (CMP)-activated (CD25+CD134+) CD4+ T cells and -induced production of interferon-gamma (IFN-γ), IL-10, and CXCL10 were assessed in whole blood cultures in a prospective study of 106 HIV-CM coinfected patients. RESULTS: Patients with paradoxical C-IRIS (n = 27), compared with patients with no neurological deterioration (no ND; n = 63), had lower CMP-induced IFN-γ production in 24-hour cultures pre-cART and 4 weeks post-cART (P = .0437 and .0257, respectively) and lower CMP-activated CD4+ T-cell counts pre-cART (P = .0178). Patients surviving to 24 weeks had higher proportions of mitogen-activated CD4+ T cells and higher CMP-induced CXCL10 and IL-10 production in 24-hour cultures pre-cART than patients not surviving (P = .0053, .0436 and .0319, respectively). C-IRIS was not associated with higher CMP-specific T-cell responses before or during cART. CONCLUSION: Greater preservation of T-cell function and higher CMP-induced IL-10 and CXCL10 production before cART are associated with improved survival while on cART. Lower CMP-induced IFN-γ production pre-cART, but not higher CMP-specific T-cell responses after cART, were risk factors for C-IRIS.


Subject(s)
AIDS-Related Opportunistic Infections/drug therapy , CD4-Positive T-Lymphocytes/immunology , Fungal Proteins/immunology , Immune Reconstitution Inflammatory Syndrome/immunology , Interferon-gamma/immunology , Meningitis, Cryptococcal/immunology , AIDS-Related Opportunistic Infections/immunology , Adult , Anti-Retroviral Agents/therapeutic use , Antifungal Agents/therapeutic use , Antiretroviral Therapy, Highly Active , Chemokine CXCL10/blood , Chemokine CXCL10/immunology , Cryptococcus , Humans , Immune Reconstitution Inflammatory Syndrome/complications , Immune Reconstitution Inflammatory Syndrome/drug therapy , Interferon-gamma/blood , Interleukin-10/blood , Interleukin-10/immunology , Membrane Glycoproteins/immunology , Meningitis, Cryptococcal/complications , Meningitis, Cryptococcal/drug therapy , Multivariate Analysis , Proportional Hazards Models , Prospective Studies , Recombinant Proteins , Risk Factors , South Africa
11.
Immunity ; 38(3): 606-17, 2013 Mar 21.
Article in English | MEDLINE | ID: mdl-23521886

ABSTRACT

A prophylactic or therapeutic vaccine offers the best hope to curb the HIV-AIDS epidemic gripping sub-Saharan Africa, but it remains elusive. A major challenge is the extreme viral sequence variability among strains. Systematic means to guide immunogen design for highly variable pathogens like HIV are not available. Using computational models, we have developed an approach to translate available viral sequence data into quantitative landscapes of viral fitness as a function of the amino acid sequences of its constituent proteins. Predictions emerging from our computationally defined landscapes for the proteins of HIV-1 clade B Gag were positively tested against new in vitro fitness measurements and were consistent with previously defined in vitro measurements and clinical observations. These landscapes chart the peaks and valleys of viral fitness as protein sequences change and inform the design of immunogens and therapies that can target regions of the virus most vulnerable to selection pressure.


Subject(s)
AIDS Vaccines/immunology , Computational Biology/methods , Gene Products, gag/immunology , HIV Infections/immunology , HIV-1/immunology , AIDS Vaccines/administration & dosage , AIDS Vaccines/genetics , Algorithms , Amino Acid Sequence , Binding Sites/genetics , Drug Design , Epitopes/genetics , Epitopes/immunology , Gene Products, gag/genetics , HIV Infections/prevention & control , HIV Infections/virology , HIV-1/genetics , HLA-B Antigens/immunology , Humans , Models, Genetic , Models, Immunological , Mutation , Reproducibility of Results , Sequence Homology, Amino Acid , T-Lymphocytes, Cytotoxic/immunology
12.
AIDS ; 27(13): 2089-99, 2013 Aug 24.
Article in English | MEDLINE | ID: mdl-23525034

ABSTRACT

OBJECTIVE: HIV-infected patients with treated cryptococcal meningitis are at risk for further neurological deterioration after commencing combination antiretroviral therapy (cART), mostly because of cryptococcosis-associated immune reconstitution inflammatory syndrome (C-IRIS). Identifying predictors of C-IRIS could enable risk stratification. DESIGN: Prospective, longitudinal cohort study for 24 weeks. SETTING: Durban, South Africa. PARTICIPANTS: One hundred and thirty HIV-infected patients with first cryptococcal meningitis episode INTERVENTION: : Antifungal therapy (amphotericin 1 mg/kg median 14 days, followed by consolidation and maintenance fluconazole) and cART (commenced median of 18 days from cryptococcal meningitis diagnosis). MAIN OUTCOME MEASURE: Clinical, blood, and cerebrospinal fluid (CSF) markers associated with C-IRIS before and during cART and clinical significance of CSF cryptococcal culture negativity pre-cART commencement. RESULTS: Of 106 patients commencing cART, 27 (25.5%) developed C-IRIS, 16 (15.1%) neurological deterioration-not C-IRIS, and 63 (59.4%) no neurological deterioration. On multivariable analysis, C-IRIS was associated with persistent CSF cryptococcal growth [hazard ratio (HR) 0.27, P=0.026] and lower CSF protein (HR 0.53, P=0.059) prior to cART and lower CD4 T-cell increases (HR 0.99, P=0.026) but not change in HIV viral load during cART. Using survival analysis, patients with a negative cryptococcal culture pre-cART commencement (n=51; 48.1%) experienced fewer episodes of neurological deterioration, C-IRIS, and cryptococcal relapse/persistence than patients with culture positivity (n=55; 51.9%, HR 0.33, 0.33, and 0.12 and P=0.0003, 0.0042, and 0.0004, respectively). CONCLUSION: Persistent CSF cryptococcal growth at cART initiation and poor CD4 T-cell increases on cART are strong predictors of C-IRIS. Approaches aimed at achieving CSF culture negativity prior to cART should be evaluated as a strategy to reduce rates of C-IRIS.


Subject(s)
Anti-Retroviral Agents/administration & dosage , Cryptococcosis/diagnosis , Cryptococcosis/pathology , HIV Infections/complications , HIV Infections/drug therapy , Immune Reconstitution Inflammatory Syndrome/diagnosis , Immune Reconstitution Inflammatory Syndrome/pathology , Adult , Antifungal Agents/administration & dosage , Biomarkers , CD4 Lymphocyte Count , Cerebrospinal Fluid/microbiology , Cohort Studies , Female , Humans , Longitudinal Studies , Male , Prospective Studies , South Africa
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