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Ross JM, Ying R, Celum CL, Baeten JM, Thomas KK, Murnane PM, van Rooyen H, Hughes JP, Barnabas RV. Modeling HIV disease progression and transmission at population-level: The potential impact of modifying disease progression in HIV treatment programs. Epidemics 2017; 23:34-41. [PMID: 29223580 DOI: 10.1016/j.epidem.2017.12.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2017] [Revised: 09/15/2017] [Accepted: 12/01/2017] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION Mathematical models that incorporate HIV disease progression dynamics can estimate the potential impact of strategies that delay HIV disease progression and reduce infectiousness for persons not on antiretroviral therapy (ART). Suppressive treatment of HIV-positive persons co-infected with herpes simplex virus-2 (HSV-2) with valacyclovir, an HSV-2 antiviral, can lower HIV viral load, but the impact of partially-suppressive valacyclovir relative to fully-suppressive ART on population HIV transmission has not been estimated. METHODS We modeled HIV disease progression as a function of changes in viral load and CD4 count over time among ART naïve persons. The disease progression Markov model was nested within a dynamic model of HIV transmission at population level. We assumed that valacyclovir reduced HIV viral load by 1.23 log copies/μL, and that persons treated with valacyclovir initiated ART more rapidly when their CD4 fell below 500 due to retention in HIV care. We estimated the potential impact of valacyclovir on onward transmission of HIV in three scenarios of different ART and valacyclovir population coverage. RESULTS The average duration of HIV infection was 9.5 years. The duration of disease before reaching CD4 200cells/μL was 2.53 years longer for females than males. Relative to a baseline of ART initiation at CD4≤500cells/μL, the valacyclovir scenario resulted in 167,000 fewer HIV infections over ten years, with an incremental cost-effectiveness ratio (ICER) of $5276 per HIV infection averted. A Test and Treat scenario with 70% ART coverage and no valacyclovir resulted in 350,000 fewer HIV infections at an ICER of $2822 and $812 per HIV infection averted and QALY gained, respectively. CONCLUSION Even when compared with valacyclovir suppression, a drug that reduces HIV viral load, universal treatment for HIV is the optimal strategy for averting new infections and increasing public health benefit. Universal HIV treatment would most effectively and efficiently reduce the HIV burden.
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Affiliation(s)
- Jennifer M Ross
- Department of Medicine, University of Washington, Seattle, WA, USA; Division of Allergy and Infectious Disease, University of Washington, 1959 NE Pacific St., Box 356423, Seattle, WA 98195, USA.
| | - Roger Ying
- Weill Cornell Medical College, Cornell University, 420 E 70th St., 12J-3, New York, NY 10021, USA.
| | - Connie L Celum
- Department of Medicine, University of Washington, Seattle, WA, USA; Department of Global Health, University of Washington, 325 9th Ave., Box 359927, Seattle, WA 98104-2420, USA; Department of Epidemiology, University of Washington, Seattle, WA, USA; Division of Allergy and Infectious Disease, University of Washington, 1959 NE Pacific St., Box 356423, Seattle, WA 98195, USA.
| | - Jared M Baeten
- Department of Medicine, University of Washington, Seattle, WA, USA; Department of Global Health, University of Washington, 325 9th Ave., Box 359927, Seattle, WA 98104-2420, USA; Department of Epidemiology, University of Washington, Seattle, WA, USA; Division of Allergy and Infectious Disease, University of Washington, 1959 NE Pacific St., Box 356423, Seattle, WA 98195, USA.
| | - Katherine K Thomas
- Department of Global Health, University of Washington, 325 9th Ave., Box 359927, Seattle, WA 98104-2420, USA.
| | - Pamela M Murnane
- Department of Global Health, University of Washington, 325 9th Ave., Box 359927, Seattle, WA 98104-2420, USA; Department of Epidemiology, University of Washington, Seattle, WA, USA; Center for AIDS Prevention Studies, Department of Medicine, University of California San Francisco.
| | | | - James P Hughes
- Department of Biostatistics, University of Washington, 1959 NE Pacific St., Box 357232, Seattle, WA 98195, USA; Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
| | - Ruanne V Barnabas
- Department of Medicine, University of Washington, Seattle, WA, USA; Department of Global Health, University of Washington, 325 9th Ave., Box 359927, Seattle, WA 98104-2420, USA; Department of Epidemiology, University of Washington, Seattle, WA, USA; Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA; Division of Allergy and Infectious Disease, University of Washington, 1959 NE Pacific St., Box 356423, Seattle, WA 98195, USA.
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Dapp MJ, Kober KM, Chen L, Westfall DH, Wong K, Zhao H, Hall BM, Deng W, Sibley T, Ghorai S, Kim K, Chen N, McHugh S, Au L, Cohen M, Anastos K, Mullins JI. Patterns and rates of viral evolution in HIV-1 subtype B infected females and males. PLoS One 2017; 12:e0182443. [PMID: 29045410 PMCID: PMC5646779 DOI: 10.1371/journal.pone.0182443] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2017] [Accepted: 07/18/2017] [Indexed: 12/18/2022] Open
Abstract
Biological sex differences affect the course of HIV infection, with untreated women having lower viral loads compared to their male counterparts but, for a given viral load, women have a higher rate of progression to AIDS. However, the vast majority of data on viral evolution, a process that is clearly impacted by host immunity and could be impacted by sex differences, has been derived from men. We conducted an intensive analysis of HIV-1 gag and env-gp120 evolution taken over the first 6–11 years of infection from 8 Women’s Interagency HIV Study (WIHS) participants who had not received combination antiretroviral therapy (ART). This was compared to similar data previously collected from men, with both groups infected with HIV-1 subtype B. Early virus populations in men and women were generally homogenous with no differences in diversity between sexes. No differences in ensuing nucleotide substitution rates were found between the female and male cohorts studied herein. As previously reported for men, time to peak diversity in env-gp120 in women was positively associated with time to CD4+ cell count below 200 (P = 0.017), and the number of predicted N-linked glycosylation sites generally increased over time, followed by a plateau or decline, with the majority of changes localized to the V1-V2 region. These findings strongly suggest that the sex differences in HIV-1 disease progression attributed to immune system composition and sensitivities are not revealed by, nor do they impact, global patterns of viral evolution, the latter of which proceeds similarly in women and men.
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Affiliation(s)
- Michael J. Dapp
- Department of Microbiology, University of Washington School of Medicine, Seattle, Washington, United States of America
| | - Kord M. Kober
- Department of Physiological Nursing, University of California at San Francisco, California, United States of America
| | - Lennie Chen
- Department of Microbiology, University of Washington School of Medicine, Seattle, Washington, United States of America
| | - Dylan H. Westfall
- Department of Microbiology, University of Washington School of Medicine, Seattle, Washington, United States of America
| | - Kim Wong
- Department of Microbiology, University of Washington School of Medicine, Seattle, Washington, United States of America
| | - Hong Zhao
- Department of Microbiology, University of Washington School of Medicine, Seattle, Washington, United States of America
| | - Breana M. Hall
- Department of Microbiology, University of Washington School of Medicine, Seattle, Washington, United States of America
| | - Wenjie Deng
- Department of Microbiology, University of Washington School of Medicine, Seattle, Washington, United States of America
| | - Thomas Sibley
- Department of Microbiology, University of Washington School of Medicine, Seattle, Washington, United States of America
| | - Suvankar Ghorai
- Department of Microbiology, University of Washington School of Medicine, Seattle, Washington, United States of America
| | - Katie Kim
- Department of Microbiology, University of Washington School of Medicine, Seattle, Washington, United States of America
| | - Natalie Chen
- Department of Microbiology, University of Washington School of Medicine, Seattle, Washington, United States of America
| | - Sarah McHugh
- Department of Microbiology, University of Washington School of Medicine, Seattle, Washington, United States of America
| | - Lily Au
- Department of Microbiology, University of Washington School of Medicine, Seattle, Washington, United States of America
| | - Mardge Cohen
- The Core Center, Bureau of Health Services of Cook County, Chicago, Illinois, United States of America
| | - Kathryn Anastos
- Department of Medicine, Albert Einstein College of Medicine, Bronx, New York, United States of America
| | - James I. Mullins
- Department of Microbiology, University of Washington School of Medicine, Seattle, Washington, United States of America
- Department of Medicine, University of Washington School of Medicine, Seattle, Washington, United States of America
- Department of Global Health, University of Washington School of Medicine, Seattle, Washington, United States of America
- Department of Laboratory Medicine, University of Washington School of Medicine, Seattle, Washington, United States of America
- * E-mail:
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Ziegler SM, Altfeld M. Human Immunodeficiency Virus 1 and Type I Interferons-Where Sex Makes a Difference. Front Immunol 2017; 8:1224. [PMID: 29033943 PMCID: PMC5625005 DOI: 10.3389/fimmu.2017.01224] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2017] [Accepted: 09/15/2017] [Indexed: 12/23/2022] Open
Abstract
The human immunodeficiency virus (HIV)-1 epidemic continues to represent a global health problem that is over-proportionally affecting women from sub-Saharan Africa. Besides social and environmental factors, the modulation of immunological pathways by sex hormones and gene dosage effects of X chromosomal-encoded genes have been suggested to lead to differential outcomes in HIV-1 disease. Women present with lower HIV-1 loads early in infection. However, the progression to AIDS for the same level of viremia is faster in women than in men. Type I interferons (IFNs) play a prominent role in the control of HIV-1 transmission and replication. Continuous stimulation of type I IFNs in chronic viral infections can lead to increased levels of immune activation, which can be higher in HIV-1-infected women than in men. A role of steroid hormone signaling in regulating viral replication has been postulated, which might further account for sex differences observed in HIV-1 infections. Here, we review recent findings and current knowledge on sex-specific differences in HIV-1 infections.
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Affiliation(s)
- Susanne Maria Ziegler
- Heinrich Pette Institute, Leibniz Institute for Experimental Virology, Hamburg, Germany
| | - Marcus Altfeld
- Institute of Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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54
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Sex and gender differences in HIV-1 infection. Clin Sci (Lond) 2017; 130:1435-51. [PMID: 27389589 DOI: 10.1042/cs20160112] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2015] [Accepted: 05/06/2016] [Indexed: 01/03/2023]
Abstract
The major burden of the human immunodeficiency (HIV) type 1 pandemic is nowadays carried by women from sub-Saharan Africa. Differences in the manifestations of HIV-1 infection between women and men have been long reported, and might be due to both socio-economic (gender) and biological (sex) factors. Several studies have shown that women are more susceptible to HIV-1 acquisition than men. Following HIV-1 infection, women have lower viral loads during acute infection and exhibit stronger antiviral responses than men, which may contribute to differences in the size of viral reservoirs. Oestrogen receptor signalling could represent an important mediator of sex differences in HIV-1 reservoir size and may represent a potential therapeutic target. Furthermore, immune activation, a hallmark of HIV-1 infection, is generally higher in women than in men and could be a central mechanism in the sex difference observed in the speed of HIV-1 disease progression. Here, we review the literature regarding sex-based differences in HIV-1 infection and discuss how a better understanding of the underlying mechanisms could improve preventive and therapeutic strategies.
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Abstract
Gender-related alcohol and drug abuse problems are related not only to biological differences, but also to social and environmental factors, which can influence the clinical presentation, consequences of use, and treatment approaches. Women are becoming the fastest-growing population of substance abusers in the United States. Given that women experience a more rapid progression of their addiction than men, it is important that we understand and address the differences to help develop prevention and treatment programs that are tailored for women, incorporating trauma assessment and management, identification and intervention for medical and psychiatric comorbidities, financial independence, pregnancy, and child care.
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Sex-Related Differences in Inflammatory and Immune Activation Markers Before and After Combined Antiretroviral Therapy Initiation. J Acquir Immune Defic Syndr 2017; 73:123-9. [PMID: 27258230 DOI: 10.1097/qai.0000000000001095] [Citation(s) in RCA: 52] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
BACKGROUND Women progress to death at the same rate as men despite lower plasma HIV RNA (viral load). We investigated sex-specific differences in immune activation and inflammation as a potential explanation. METHODS Inflammatory and immune activation markers [interferon γ, tumor necrosis factor (TNF) α, IL-6, IL-18, IFN-γ-induced protein 10, C-reactive protein (CRP), lipopolysaccharide, and sCD14] were measured at weeks 0, 24, and 48 after combination antiretroviral therapy (cART) in a random subcohort (n = 215) who achieved virologic suppression in ACTG A5175 (Prospective Evaluation of Antiretrovirals in Resource-Limited Settings). Association between sex and changes in markers post-cART was examined using random effects models. Average marker differences and 95% confidence intervals were estimated using multivariable models. RESULTS At baseline, women had lower median log10 viral load (4.93 vs 5.18 copies per milliliter, P = 0.01), CRP (2.32 vs 4.62 mg/L, P = 0.01), detectable lipopolysaccharide (39% vs 55%, P = 0.04), and sCD14 (1.9 vs 2.3 µg/mL, P = 0.06) vs men. By week 48, women had higher interferon γ (22.4 vs 14.9 pg/mL, P = 0.05), TNF-α (11.5 vs 9.5 pg/mL, P = 0.02), and CD4 (373 vs 323 cells per cubic millimeter, P = 0.02). In multivariate analysis, women had greater increases in CD4 and TNF-α but less of a decrease in CRP and sCD14 compared with men. CONCLUSIONS With cART-induced viral suppression, women have less reduction in key markers of inflammation and immune activation compared with men. Future studies should investigate the impact of these sex-specific differences on morbidity and mortality.
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Abujaber R, Shea PR, McLaren PJ, Lakhi S, Gilmour J, Allen S, Fellay J, Hollox EJ. No Evidence for Association of β-Defensin Genomic Copy Number with HIV Susceptibility, HIV Load during Clinical Latency, or Progression to AIDS. Ann Hum Genet 2017; 81:27-34. [PMID: 28084001 DOI: 10.1111/ahg.12182] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2016] [Accepted: 11/30/2016] [Indexed: 11/28/2022]
Abstract
Common single-nucleotide variation in the host accounts for 25% of the variability in the plasma levels of HIV during the clinical latency stage (viral load set point). However, the role of rare variants and copy number variants remains relatively unexplored. Previous work has suggested copy number variation of a cluster of β-defensin genes affects HIV load in treatment-naïve sub-Saharan Africans and rate of response to antiretroviral treatment. Here we analyse a total of 1827 individuals from two cohorts of HIV-infected individuals from Europe and sub-Saharan Africa to investigate the role of β-defensin copy number variation on HIV load at set point. We find no evidence for association of copy number with viral load. We also compare distribution of β-defensin copy number between European cases and controls and find no differences, arguing against a role of β-defensin copy number in HIV acquisition. Taken together, our data argue against an effect of copy number variation of the β-defensin region in the spontaneous control of HIV infection.
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Affiliation(s)
- Razan Abujaber
- Department of Genetics, University of Leicester, Leicester, UK
| | - Patrick R Shea
- Institute for Genomic Medicine, Columbia University, New York, New York, USA
| | - Paul J McLaren
- National HIV and Retrovirology Laboratory, Public Health Agency of Canada, Winnipeg, Canada.,Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Canada
| | - Shabir Lakhi
- International AIDS Vaccine Initiative (IAVI), New York, New York, USA.,Zambia-Emory HIV Research Project, Lusaka and Copperbelt, Zambia
| | - Jill Gilmour
- International AIDS Vaccine Initiative (IAVI), New York, New York, USA.,IAVI Human Immunology Laboratory, Imperial College, London, United Kingdom
| | - Susan Allen
- International AIDS Vaccine Initiative (IAVI), New York, New York, USA.,School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | | | - Edward J Hollox
- Department of Genetics, University of Leicester, Leicester, UK
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- Department of Genetics, University of Leicester, Leicester, UK
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58
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Comparing viral load metrics and evaluating their use for HIV surveillance. J Infect 2017; 75:169-178. [PMID: 28551369 DOI: 10.1016/j.jinf.2017.05.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2016] [Revised: 04/05/2017] [Accepted: 05/11/2017] [Indexed: 11/23/2022]
Abstract
OBJECTIVES To investigate the value of in-care viral load (ICVL) and other viral load (VL) metrics for HIV surveillance by comparing time trends and associations with numbers of new HIV diagnoses. METHODS Data from 20,740 HIV patients registered in the Dutch ATHENA-cohort between 2002 and 2013 were used. We compared: six ICVL metrics (i.e. mean of the mean/first/last/highest log VL, median of the median log VL, first log VL for newly diagnosed combined with mean log VL for all others), log VL at diagnosis, proportion of patients with transmission risk (>400 copies/ml) or suppressed VL (≤200 copies/ml). Subgroup differences were assessed using Kruskal-Wallis and chi-square tests. Negative binomial regression was used for studying associations between VL metrics and numbers of new diagnoses 1-4 years later. RESULTS Most ICVL metrics showed similar decreasing trends over time. Differences in covariables were found for all VL metrics. Mean ICVL showed the strongest association with new diagnoses: a decrease of one log unit in mean ICVL was associated with a 21% decrease in new diagnoses two years later. CONCLUSIONS VL metrics may be of value for enhancing HIV surveillance by identifying subgroup differences in impact of treatment on viral suppression, and by predicting numbers of new diagnoses in subsequent years.
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Abstract
OBJECTIVES HIV-1-infected persons spontaneously controlling viremia without treatment (SCV) are rare. Sex and race effects on prevalence and outcome are poorly defined, and it is unclear whether SCV qualitatively or quantitatively differs from typical infection. These issues are examined in this article. DESIGN Medical records of 46 524 persons receiving outpatient care for HIV-1 infection were reviewed. Of these, 29 811 had adequate viremia testing for SCV screening. METHODS SCV was defined as at least three consecutive plasma viremia measurements <50 RNA copies/ml spanning at least 1 year without treatment. SCV loss was defined as at least three consecutive viremia measurements ≥50 RNA copies/ml or one ≥1000 RNA copies/ml. Demographics of persons with SCV were compared with the total population. Viremia and blood CD4 T-cell levels during SCV were compared between demographic subgroups and persons who maintained or lost SCV during observation. RESULTS In total, 53 persons (0.18%) met SCV criteria. Prevalence was higher for women versus men and blacks versus whites; these appeared independent. Loss of SCV was observed at 1.22% per year, and significantly associated with viremia 'blips'. Blip magnitudes fit log-normal distributions with means below 50 RNA copies/ml. CONCLUSION Our novel observation of higher SCV prevalence in women and blacks is consistent with prior studies of typical chronic infection. Viremia blips correspond to greater risk of loss of SCV, likely reflecting higher set-point viremia under the limit of detection. Our findings suggest that SCV represents an extreme along a continuum of HIV-1 infection, and not qualitative difference.
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60
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Kingston MA, Bowman CA. The investigation of patients with HIV infection: 10 years of progress. Int J STD AIDS 2017. [DOI: 10.1177/095646240101200101] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The past decade has seen great advances in the management of patients with HIV infection. The introduction of highly active antiretroviral therapy (HAART) has resulted in a decrease in opportunistic infections but the development of new clinical entities such as lipodystrophy and immune reconstitution illnesses. The use of investigations such as lipid profiles and dual energy X-ray absorptiometry (DEXA) scanning to assess lipodystrophy have been necessitated by these changes in the epidemic. Technological advances have resulted in new techniques such as viral resistance assays and single photon emission computed tomography (SPECT) scanning. The appropriate use of these investigations is subject to ongoing assessment.
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Affiliation(s)
- M A Kingston
- Department of Genitourinary Medicine, Nottingham City Hospital, Nottingham, UK
| | - C A Bowman
- Department of Genitourinary Medicine, Nottingham City Hospital, Nottingham, UK
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Demographic and clinical correlates of HIV-1 RNA levels in antiretroviral therapy-naive adults attending a tertiary hospital in Jos, Nigeria. J Virus Erad 2017. [DOI: 10.1016/s2055-6640(20)30296-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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Musa BM, Garbati MA, Nashabaru IM, Yusuf SM, Nalado AM, Ibrahim DA, Simmons MN, Aliyu MH. Sex disparities in outcomes among adults on long-term antiretroviral treatment in northern Nigeria. Int Health 2016; 9:3-10. [PMID: 27940480 DOI: 10.1093/inthealth/ihw050] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2016] [Revised: 10/11/2016] [Accepted: 11/01/2016] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND There are conflicting reports of sex differences in HIV treatment outcomes in Africa. We investigated sex disparities in treatment outcomes for adults on first line antiretroviral treatment (ART) in Nigeria. METHODS We compared clinical and immunologic responses to ART between HIV-infected men (n=205) and women (n=140) enrolled in an ART program between June 2004 and December 2007, with follow-up through June 2014. We employed Kaplan-Meier estimates to examine differences in time to immunologic failure and loss to follow-up (LTFU), and generalized estimating equations to assess changes in CD4+ count by sex. RESULTS Men had lower baseline mean CD4+ count compared to women (327.6 cells/µL vs 413.4, respectively, p<0.01). Women had significantly higher rates of increase in CD4+ count than men, even after adjusting for confounders, p<0.0001. There was no significant difference in LTFU by sex: LTFU rate was 2.47/1000 person-months (95% CI 1.6-3.9) in the first five years for men vs 1.98/1000 person-months (95% CI (1.3-3.0) for women. There was no difference in time to LTFU by sex over the study period. CONCLUSIONS Women achieved better long-term immune response to ART at baseline and during treatment, but had similar rates of long-term retention in care to men. Targeted efforts are needed to improve immune outcomes in men in our setting.
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Affiliation(s)
- Baba M Musa
- Department of Medicine, Bayero University & Aminu Kano Teaching Hospital, Kano, Nigeria
| | - Musa A Garbati
- Section of Infectious Diseases, King Fahad Medical City 11525 Riyadh, Saudi Arabia
| | - Ibrahim M Nashabaru
- Department of Medicine, Bayero University & Aminu Kano Teaching Hospital, Kano, Nigeria
| | - Shehu M Yusuf
- Department of Medicine, Bayero University & Aminu Kano Teaching Hospital, Kano, Nigeria
| | - Aisha M Nalado
- Department of Medicine, Bayero University & Aminu Kano Teaching Hospital, Kano, Nigeria
| | - Daiyabu A Ibrahim
- Department of Medicine, Bayero University & Aminu Kano Teaching Hospital, Kano, Nigeria
| | - Melynda N Simmons
- Vanderbilt Institute for Global Health, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Muktar H Aliyu
- Vanderbilt Institute for Global Health, Vanderbilt University School of Medicine, Nashville, TN, USA
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Blanquart F, Grabowski MK, Herbeck J, Nalugoda F, Serwadda D, Eller MA, Robb ML, Gray R, Kigozi G, Laeyendecker O, Lythgoe KA, Nakigozi G, Quinn TC, Reynolds SJ, Wawer MJ, Fraser C. A transmission-virulence evolutionary trade-off explains attenuation of HIV-1 in Uganda. eLife 2016; 5:e20492. [PMID: 27815945 PMCID: PMC5115872 DOI: 10.7554/elife.20492] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2016] [Accepted: 11/01/2016] [Indexed: 01/25/2023] Open
Abstract
Evolutionary theory hypothesizes that intermediate virulence maximizes pathogen fitness as a result of a trade-off between virulence and transmission, but empirical evidence remains scarce. We bridge this gap using data from a large and long-standing HIV-1 prospective cohort, in Uganda. We use an epidemiological-evolutionary model parameterised with this data to derive evolutionary predictions based on analysis and detailed individual-based simulations. We robustly predict stabilising selection towards a low level of virulence, and rapid attenuation of the virus. Accordingly, set-point viral load, the most common measure of virulence, has declined in the last 20 years. Our model also predicts that subtype A is slowly outcompeting subtype D, with both subtypes becoming less virulent, as observed in the data. Reduction of set-point viral loads should have resulted in a 20% reduction in incidence, and a three years extension of untreated asymptomatic infection, increasing opportunities for timely treatment of infected individuals.
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Affiliation(s)
- François Blanquart
- MRC Centre for Outbreak Analysis and Modelling, Imperial College London, London, United Kingdom
- Department of Infectious Disease Epidemiology, Imperial College London, London, United Kingdom
- School of Public Health, Imperial College London, London, United Kingdom
| | - Mary Kate Grabowski
- Department of Epidemiology, Johns Hopkins University, Baltimore, United States
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, United States
| | - Joshua Herbeck
- International Clinical Research Center, University of Washington, Seattle, United States
- Department of Global Health, University of Washington, Seattle, United States
| | | | - David Serwadda
- Rakai Health Sciences Program, Entebbe, Uganda
- School of Public Health, Makerere University, Kampala, Uganda
| | - Michael A Eller
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, United States
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, United States
| | - Merlin L Robb
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, United States
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, United States
| | - Ronald Gray
- Department of Epidemiology, Johns Hopkins University, Baltimore, United States
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, United States
- Rakai Health Sciences Program, Entebbe, Uganda
| | | | - Oliver Laeyendecker
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, United States
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, United States
| | - Katrina A Lythgoe
- MRC Centre for Outbreak Analysis and Modelling, Imperial College London, London, United Kingdom
- Department of Infectious Disease Epidemiology, Imperial College London, London, United Kingdom
- School of Public Health, Imperial College London, London, United Kingdom
- Department of Zoology, University of Oxford, Oxford, United Kingdom
| | | | - Thomas C Quinn
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, United States
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, United States
| | - Steven J Reynolds
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, United States
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, United States
| | - Maria J Wawer
- Department of Epidemiology, Johns Hopkins University, Baltimore, United States
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, United States
| | - Christophe Fraser
- MRC Centre for Outbreak Analysis and Modelling, Imperial College London, London, United Kingdom
- Department of Infectious Disease Epidemiology, Imperial College London, London, United Kingdom
- School of Public Health, Imperial College London, London, United Kingdom
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
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Tuero I, Venzon D, Robert-Guroff M. Mucosal and Systemic γδ+ T Cells Associated with Control of Simian Immunodeficiency Virus Infection. THE JOURNAL OF IMMUNOLOGY 2016; 197:4686-4695. [PMID: 27815422 DOI: 10.4049/jimmunol.1600579] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2016] [Accepted: 10/11/2016] [Indexed: 12/20/2022]
Abstract
γδ T cells act as a first line of defense against invading pathogens. However, despite their abundance in mucosal tissue, little information is available about their functionality in this compartment in the context of HIV/SIV infection. In this study, we evaluated the frequency, phenotype, and functionality of Vδ1 and Vδ2 T cells from blood, rectum, and the female reproductive tract (FRT) of rhesus macaques to determine whether these cells contribute to control of SIV infection. No alteration in the peripheral Vδ1/Vδ2 ratio in SIV-infected macaques was observed. However, CD8+ and CD4+CD8+ Vδ1 T cells were expanded along with upregulation of NKG2D, CD107, and granzyme B, suggesting cytotoxic function. In contrast, Vδ2 T cells showed a reduced ability to produce the inflammatory cytokine IFN-γ. In the FRT of SIV+ macaques, Vδ1 and Vδ2 showed comparable levels across vaginal, ectocervical, and endocervical tissues; however, endocervical Vδ2 T cells showed higher inflammatory profiles than the two other regions. No sex difference was seen in the rectal Vδ1/Vδ2 ratio. Several peripheral Vδ1 and/or Vδ2 T cell subpopulations expressing IFN-γ and/or NKG2D were positively correlated with decreased plasma viremia. Notably, Vδ2 CD8+ T cells of the endocervix were negatively correlated with chronic viremia. Overall, our results suggest that a robust Vδ1 and Vδ2 T cell response in blood and the FRT of SIV-infected macaques contribute to control of viremia.
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Affiliation(s)
- Iskra Tuero
- Immune Biology of Retroviral Infection Section, Vaccine Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892; and
| | - David Venzon
- Biostatistics and Data Management Section, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892
| | - Marjorie Robert-Guroff
- Immune Biology of Retroviral Infection Section, Vaccine Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892; and
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Abstract
PURPOSE OF REVIEW The article reviews our current knowledge regarding the role of sex and sex hormones in regulating innate immune responses to viral infections, which may account for the described sex differences in immunity to HIV-1. RECENT FINDINGS Prominent sex differences exist in various infectious and autoimmune diseases. Biological mechanisms underlying these differences include the modulation of immunological pathways by sex hormones and gene dosage effects of immunomodulatory genes encoded by the X chromosome. During HIV-1 infections, women have been shown to present with lower viral load levels in primary infection, although their progression to AIDS is faster in comparison with men when accounting for viral load levels in chronic infection. HIV-1-infected women furthermore tend to have higher levels of immune activation and interferon-stimulated gene expression in comparison with men for the same viral load, which has been associated to innate sensing of HIV-1 by Toll-like receptor 7 and the consequent interferon-α production by plasmacytoid dendritic cells. SUMMARY Improvement in understanding the mechanisms associated with sex differences in HIV-1-mediated immunopathology will be critical to take sex differences into consideration when designing experimental and clinical studies in HIV-1-infected populations.
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66
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Mengoli C, Andreis S, Scaggiante R, Cruciani M, Bosco O, Ferretto R, Leoni D, Maffongelli G, Basso M, Torti C, Sarmati L, Andreoni M, Palù G, Parisi SG. Structural equation modelling of viral tropism reveals its impact on achieving viral suppression within 6 months in treatment-naive HIV-1-infected patients after combination antiretroviral therapy. J Antimicrob Chemother 2016; 72:220-226. [PMID: 27605599 DOI: 10.1093/jac/dkw348] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2016] [Revised: 07/19/2016] [Accepted: 07/25/2016] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVES To evaluate the role of pre-treatment co-receptor tropism of plasma HIV on the achievement of viral suppression (plasma HIV RNA 1.69 log10 copies/mL) at the sixth month of combination antiretroviral therapy (cART) in a cohort of naive patients using, for the first time in this context, a path analysis (PA) approach. PATIENTS AND METHODS Adult patients with chronic infection by subtype B HIV-1 were consecutively enrolled from the start of first-line cART (T0). Genotypic analysis of viral tropism was performed on plasma and interpreted using the bioinformatic tool Geno2pheno, with a false positive rate of 10%. A Bayesian network starting from the viro-immunological data at T0 and at the sixth month of treatment (T1) was set up and this model was evaluated using a PA approach. RESULTS A total of 262 patients (22.1% bearing an X4 virus) were included; 178 subjects (67.9%) achieved viral suppression. A significant positive indirect effect of bearing X4 virus in plasma at T0 on log10 HIV RNA at T1 was detected (P = 0.009), the magnitude of this effect was, however, over 10-fold lower than the direct effect of log10 HIV RNA at T0 on log10 HIV RNA at T1 (P = 0.000). Moreover, a significant positive indirect effect of bearing an X4 virus on log10 HIV RNA at T0 (P = 0.003) was apparent. CONCLUSIONS PA overcame the limitations implicit in common multiple regression analysis and showed the possible role of pre-treatment viral tropism at the recommended threshold on the outcome of plasma viraemia in naive patients after 6 months of therapy.
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Affiliation(s)
- Carlo Mengoli
- Department of Molecular Medicine, University of Padova, Padova, Italy
| | - Samantha Andreis
- Department of Molecular Medicine, University of Padova, Padova, Italy
| | | | | | | | | | - Davide Leoni
- Clinical Infectious Diseases, Tor Vergata University, Rome, Italy
| | | | - Monica Basso
- Department of Molecular Medicine, University of Padova, Padova, Italy
| | - Carlo Torti
- Unit of Infectious Diseases, University 'Magna Graecia', Catanzaro, Italy
| | - Loredana Sarmati
- Clinical Infectious Diseases, Tor Vergata University, Rome, Italy
| | - Massimo Andreoni
- Clinical Infectious Diseases, Tor Vergata University, Rome, Italy
| | - Giorgio Palù
- Department of Molecular Medicine, University of Padova, Padova, Italy
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Loupa CV, Lederman MM, Valdez H, Salata RA, McComsey GA, Gripshover B, Fulton S, Lisgaris MV, Kucia M, Asaad R, Cline J, Rodríguez B. New Entrants to HIV Care Are Presenting Only at Marginally Earlier Stages of Disease but May Increasingly Represent Groups Perceived at Lower Risk. ACTA ACUST UNITED AC 2016; 4:47-51. [PMID: 16103026 DOI: 10.1177/1545109705278112] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Background: Treatment has improved HIV infection prognosis, but whether risk and health care seeking behavior have improved is unclear. Methods: New entrants to HIV care at University Hospitals of Cleveland, Ohio, between 1995 and 2002, with no history of AIDS-defining illnesses or antiretroviral exposure were included. Results: Of new patients, 806 (80%) met the inclusion criteria. Median age increased during the study period(35.2 to 38.6 years; P < .001); proportions of females and non-whites increased nonsignificantly. Prevalence of AIDS-defining illnesses decreased from 1995 to 1996 (25.0% to 14.2%; P <.001) but remained stable thereafter. Category B conditions and sexually transmitted diseases decreased significantly(31.7% to 9.1%; P = .039 and 22.5% to 8.0%; P = .003), as did hepatitis B and C seroprevalence (8.3% to 3.6%; P = .05 and 26.2% to 14.3%; P = .003). Median CD4 counts and HIV RNA did not change significantly. Conclusions: Prevalence of Category B conditions, sexually transmitted diseases, and hepatitis B and C declined significantly in this study. Prevalence of AIDS-defining illnesses decreased early in the highly active antiretroviral therapy era only, whereas markers of HIV disease stage remained stable, suggesting a need for earlier recognition of infection. Decreasing sexually transmitted diseases and hepatitis coinfections suggest that HIV infection is increasingly seen in populations previously perceived at lower risk.
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Affiliation(s)
- Chariclia V Loupa
- Center for AIDS Research, Case Western Reserve University/University Hospitals of Cleveland, Cleveland, Ohio 44106, USA
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Rompalo AM, Shah N, Margolick JB, Farzadegan H, Arnsten J, Schuman P, Rich JD, Gardner LI, Smith DK, Vlahov D. Evaluation of Possible Effects of Continued Drug Use on HIV Progression among Women. Int J STD AIDS 2016; 15:322-7. [PMID: 15117502 DOI: 10.1177/095646240401500510] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Data from a prospective, multi-centred study of HIV infection in women (HIV Epidemiology Research Study [HERS)) was analysed to investigate the effect of continued injection drug use behaviours on progression to AIDS. All women enrolled in the HERS had at enrolment and at six-month intervals, a face-to-face interview which included specific injection drug use, a physical exam, and specimen collection that included T-cell subset analysis and HIV plasma RNA detection. Six hundred and thirty-nine HIV-infected women contributed 3021 person years of observation during 7.25 years of follow-up, and 299 of these women progressed to AIDS (46.8%). In multivariable analysis, there was no significantly increased risk of progression to AIDS for women reporting pre-baseline injection drug use [hazard ratio (HR)=1.07 (0.78, 1.47)] or reported injection drug use during follow-up [HR=0.89 (0.66, 1.21)] compared with never injecting. In a separate multivariable-model, comparing women who reported no injection in past six months to active injection drug users, the frequency of injection during the previous six months measured by daily injection [HR=0.97 (0.61, 1.55)] or less than daily injection [HR=O.84 (0.54, 1.33)] was not associated with progression to AIDS. Being in drug treatment was independently associated with a slower progression to AIDS [HR=0.41 (0.28,0.59)]. Neither injection drug use, nor frequency of injection drug use was associated with progression to AIDS among HIV infected women. Initiation of antiretroviral therapy among drug users should be based on readiness for treatment rather than concern about faster progression.
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Affiliation(s)
- Anne M Rompalo
- Johns Hopkins School of Medicine, Baltimore, MD 21205, USA.
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Sex differences in soluble markers vary before and after the initiation of antiretroviral therapy in chronically HIV-infected individuals. AIDS 2016; 30:1533-42. [PMID: 26990631 DOI: 10.1097/qad.0000000000001096] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
OBJECTIVE To evaluate differences in soluble inflammatory markers between chronically HIV-infected men and women, with or without cognitive impairment, and in response to treatment. DESIGN Soluble biomarkers were measured in cryopreserved plasma and cerebrospinal fluid (CSF) of 60 treatment-naïve individuals (25 men and 35 women) with chronic HIV infection and 18 HIV-uninfected controls (9 men and 9 women) from Thailand. Following enrollment, participants began combination antiretroviral therapy and were evaluated for expression of these markers after 48 weeks. METHODS Plasma and CSF levels of 19 soluble biomarkers (IFN-γ, TNFα, TNF-RII, IL-1α, IL-1β, IL-4, IL-5, IL-6, IL-8, IL-10, IL-12p70, IL-15, MCP-1, t-Tau, IP-10, neopterin, IFNα, I-FABP, and sCD14) were measured using either a multiparameter or standard ELISA assay. RESULTS Prior to combination antiretroviral therapy, women with impaired cognition had elevated levels of neopterin and TNF-RII compared with women with normal cognition in both the plasma and CSF; however, levels did not differ between cognitively impaired or normal men. In a secondary outcome-hypothesis generating analysis, sex differences were also pronounced in plasma levels of MCP-1, IL-10, I-FABP, and sCD14 in response to treatment. Neopterin, IP-10, TNFα, TNF-RII, IFNα, MCP-1, IL-8, I-FABP, and sCD14 plasma levels remained elevated following 48 weeks of therapy in both sexes compared with uninfected controls. CONCLUSION We provide evidence of sustained immune activation after 48 weeks of treatment and identify possible sex differences in biomarkers previously linked to cognitive impairment, chronic inflammation, and gut integrity that may contribute to immunological differences between sexes in relationship to disease progression and response to therapy.
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70
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Abioye AI, Soipe AI, Salako AA, Odesanya MO, Okuneye TA, Abioye AI, Ismail KA, Omotayo MO. Are there differences in disease progression and mortality among male and female HIV patients on antiretroviral therapy? A meta-analysis of observational cohorts. AIDS Care 2016; 27:1468-86. [PMID: 26695132 DOI: 10.1080/09540121.2015.1114994] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Studies examining the sex differences in morbidity and mortality among HIV/AIDS patients have yielded inconsistent results. We conducted a meta-analysis of sex differences in disease progression and mortality among HIV/AIDS patients. Medical literature databases from inception to August 2014 were searched for published observational studies assessing sex differences in immunologic and virologic response, disease progression and mortality among HIV-infected patients. Random effects meta-analyses of 115 eligible studies were conducted to obtain pooled estimates of outcomes and heterogeneity was explored in sub-group analyses. Pooled estimates showed an increased risk of progression to AIDS (relative risk [RR]=1.11,95% CI=1.02-1.21) and all-cause mortality (RR=1.23, 95% CI=1.17-1.29) among males compared to females. All-cause mortality differed by sex only in low and middle income countries. The risk of AIDS-related mortality (RR=1.03, 95% CI=0.82-1.30), immunologic failure (RR=1.19,95% CI: 0.97-1.47), virologic suppression (RR=0.98, 95% CI=0.84-1.14), virologic failure (RR=1.26, 95% CI=0.99-1.61) and the change in CD4 cell count (Weighted mean difference [WMD] = -5.15, 95% CI= -13.57 to 3.28) did not differ by sex. These findings were modified by disease severity, adherence and use of highly active antiretroviral therapy. We conclude that HIV-related disease progression and survival outcomes are poorer in males.
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Affiliation(s)
- A I Abioye
- a Department of Global Health and Population , Harvard T.H. Chan School of Public Health , Boston MA , USA
| | - A I Soipe
- b Department of Epidemiology , Brown University , Providence , RI , USA
| | - A A Salako
- c Department of Health Management and Policy , University of Iowa , Iowa City , IA , USA
| | - M O Odesanya
- d School of Life & Health Sciences, Aston University , Birmingham , UK
| | - T A Okuneye
- e Department of Family Medicine , General Hospital , Odan , Lagos , Nigeria
| | - A I Abioye
- f Sanitas Hospital , Dar es Salaam , Tanzania
| | - K A Ismail
- g Department of Hematology , Lagos State University Teaching Hospital , Ikeja , Lagos , Nigeria
| | - M O Omotayo
- h Division of Nutritional Sciences , Cornell University , Ithaca , NY , USA
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71
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Rangarajan S, Colby DJ, Giang LT, Bui DD, Hung Nguyen H, Tou PB, Danh TT, Tran NBC, Nguyen DA, Hoang Nguyen BT, Doan VTN, Nguyen NQ, Pham VP, Dao DG, Chen M, Zeng Y, Van Tieu TT, Tran MH, Le TH, Hoang XC, West G. Factors associated with HIV viral load suppression on antiretroviral therapy in Vietnam. J Virus Erad 2016. [DOI: 10.1016/s2055-6640(20)30466-0] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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72
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Barriers to a cure for HIV in women. J Int AIDS Soc 2016; 19:20706. [PMID: 26900031 PMCID: PMC4761692 DOI: 10.7448/ias.19.1.20706] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2015] [Revised: 01/29/2016] [Accepted: 02/02/2016] [Indexed: 12/19/2022] Open
Abstract
Introduction Distinct biological factors exist that affect the natural history of HIV and the host immune response between women and men. These differences must be addressed to permit the optimal design of effective HIV eradication strategies for much of the HIV-positive population. Methods and results Here, we review the literature on sex-based differences in HIV pathogenesis and natural history in tissues and anatomic compartments, HIV latency and transcriptional activity, and host immunity including the role of sex hormones. We then outline the potential effects of these differences on HIV persistence, and on the safety and efficacy of HIV eradication and curative interventions. Finally, we discuss the next steps necessary to elucidate these factors to achieve a cure for HIV, taking in account the complex ethical issues and the regulatory landscape in the hopes of stimulating further research and awareness in these areas. Conclusions Targeted enrolment of women in clinical trials and careful sex-based analysis will be crucial to gain further insights into sex-based differences in HIV persistence and to design sex-specific approaches to HIV eradication, if required.
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Velarde-Félix JS, Cázarez-Salazar SG, Díaz-Camacho SP, Osuna-Ramírez I, Ochoa-Ramírez LA, Sánchez-Zazueta JG, Ramírez M. Stromal Cell-Derived Factor-1-3'A Polymorphism Favors HIV-1 Infection in Mexican Women. Intervirology 2016; 58:357-62. [PMID: 26859597 DOI: 10.1159/000443374] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2015] [Accepted: 12/13/2015] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVE To evaluate the association of the stromal cell-derived factor-1 (SDF1)-3'A polymorphism to HIV-1 infection, CD4+ T-lymphocyte counts, and viral load levels in a northwestern Mexican population. METHODS We investigated allele and genotype frequencies of the SDF1-3'A polymorphism in 634 mestizo individuals from Northwest Mexico (204 HIV-1 infected persons, 256 uninfected blood donors, and 174 uninfected female sex workers) by the PCR- RFLP method and compared them using a x(2) test. We also searched for correlations between the polymorphism and CD4+ T lymphocyte and viral load counts. RESULTS No differences were observed in the frequencies of alleles and genotypes between patients and controls. However, in female patients we found a significantly increased prevalence of both the A allele and GA heterozygous genotype compared to male patients, female blood donors, and female sex workers. CONCLUSION Here we describe the association of the SDF1-3'A polymorphism with HIV-1 infection only in women, but not to CD4+ T-lymphocyte categories, viral load levels in patients with HIV-1/AIDS, or to exposure levels in female sex workers.
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Affiliation(s)
- Jesús Salvador Velarde-Félix
- Centro de Medicina Genx00F3;mica, Hospital General de Culiacx00E1;n x2018;Dr. Bernardo J. Gastx00E9;lum', Servicios de Salud de Sinaloa, Culiacx00E1;n, Mexico
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74
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Royal W, Cherner M, Burdo TH, Umlauf A, Letendre SL, Jumare J, Abimiku A, Alabi P, Alkali N, Bwala S, Okwuasaba K, Eyzaguirre LM, Akolo C, Guo M, Williams KC, Blattner WA. Associations between Cognition, Gender and Monocyte Activation among HIV Infected Individuals in Nigeria. PLoS One 2016; 11:e0147182. [PMID: 26829391 PMCID: PMC4734765 DOI: 10.1371/journal.pone.0147182] [Citation(s) in RCA: 64] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2015] [Accepted: 12/30/2015] [Indexed: 01/06/2023] Open
Abstract
The potential role of gender in the occurrence of HIV-related neurocognitive impairment (NCI) and associations with markers of HIV-related immune activity has not been previously examined. In this study 149 antiretroviral-naïve seropositive subjects in Nigeria (SP, 92 women and 57 men) and 58 seronegative (SN, 38 women and 20 men) were administered neuropsychological testing that assessed 7 ability domains. From the neuropsychological test scores was calculated a global deficit score (GDS), a measure of overall NCI. Percentages of circulating monocytes and plasma HIV RNA, soluble CD163 and soluble CD14 levels were also assessed. HIV SP women were found to be younger, more educated and had higher CD4+ T cell counts and borderline higher viral load measures than SP men. On the neuropsychological testing, SP women were more impaired in speed of information processing and verbal fluency and had a higher mean GDS than SN women. Compared to SP men, SP women were also more impaired in speed of information processing and verbal fluency as well as on tests of learning and memory. Numbers of circulating monocytes and plasma sCD14 and sCD163 levels were significantly higher for all SP versus all SN individuals and were also higher for SP women and for SP men versus their SN counterparts. Among SP women, soluble CD14 levels were slightly higher than for SP men, and SP women had higher viral load measurements and were more likely to have detectable virus than SP men. Higher sCD14 levels among SP women correlated with more severe global impairment, and higher viral load measurements correlated with higher monocyte numbers and sCD14 and sCD14 levels, associations that were not observed for SP men. These studies suggest that the risk of developing NCI differ for HIV infected women and men in Nigeria and, for women, may be linked to effects from higher plasma levels of HIV driving activation of circulating monocytes.
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Affiliation(s)
- Walter Royal
- Department of Neurology, University of Maryland, School of Medicine, Baltimore, Maryland, United States of America
- * E-mail:
| | - Mariana Cherner
- HIV Neurobehavioral Research Center, University of California San Diego, School of Medicine, San Diego, California, United States of America
| | - Tricia H. Burdo
- Department of Biology, Boston College, Chestnut Hill, Massachusetts, United States of America
| | - Anya Umlauf
- HIV Neurobehavioral Research Center, University of California San Diego, School of Medicine, San Diego, California, United States of America
| | - Scott L. Letendre
- Department of Biology, Boston College, Chestnut Hill, Massachusetts, United States of America
| | - Jibreel Jumare
- Institute for Human Virology, University of Maryland, School of Medicine, Baltimore, Maryland, United States of America
- Institute for Human Virology-Nigeria, Abuja, Nigeria
| | - Alash’le Abimiku
- Institute for Human Virology, University of Maryland, School of Medicine, Baltimore, Maryland, United States of America
- Institute for Human Virology-Nigeria, Abuja, Nigeria
| | - Peter Alabi
- University of Abuja Teaching Hospital, Gwagwalada, Abuja, Nigeria
| | - Nura Alkali
- Abubakar Tafawa Balewa University Teaching Hospital, Bauchi, Nigeria
| | | | - Kanayo Okwuasaba
- Institute for Human Virology, University of Maryland, School of Medicine, Baltimore, Maryland, United States of America
- Institute for Human Virology-Nigeria, Abuja, Nigeria
| | | | - Christopher Akolo
- Institute for Human Virology, University of Maryland, School of Medicine, Baltimore, Maryland, United States of America
- Institute for Human Virology-Nigeria, Abuja, Nigeria
| | - Ming Guo
- Department of Neurology, University of Maryland, School of Medicine, Baltimore, Maryland, United States of America
| | - Kenneth C. Williams
- Department of Biology, Boston College, Chestnut Hill, Massachusetts, United States of America
| | - William A. Blattner
- Institute for Human Virology, University of Maryland, School of Medicine, Baltimore, Maryland, United States of America
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Factors associated with HIV RNA viral loads in ART-naïve patients: implications for treatment as prevention in concentrated epidemics. J Virus Erad 2016. [DOI: 10.1016/s2055-6640(20)30689-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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76
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Jespersen S, Hønge BL, Esbjörnsson J, Medina C, da Silva Té D, Correira FG, Laursen AL, Østergaard L, Andersen A, Aaby P, Erikstrup C, Wejse C. Differential effects of sex in a West African cohort of HIV-1, HIV-2 and HIV-1/2 dually infected patients: men are worse off. Trop Med Int Health 2015; 21:253-62. [PMID: 26616349 DOI: 10.1111/tmi.12646] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
OBJECTIVES Several studies have reported conflicting effects of sex on HIV-1 infection. We describe differences in baseline characteristics and assess the impact of sex on HIV progression among patients at a clinic with many HIV-2 and HIV-1/2 dually infected patients. METHODS This study utilised a retrospective cohort of treatment-naïve adults at the largest HIV clinic in Guinea-Bissau from 6 June 2005 to 1 December 2013. Baseline characteristics were assessed and the patients followed until death, transfer, loss to follow-up, or 1 June 2014. We estimated the time from the first clinic visit until initiation of ART, death or loss to follow-up using Cox proportional hazard models. RESULTS A total of 5694 patients were included in the study, 3702 women (65%) and 1992 men (35%). Women were more likely than men to be infected with HIV-2 (19% vs. 15%, P < 0.01) or dually infected with HIV-1/2 (11% vs. 9%, P = 0.02). For all HIV types, women were younger (median 35 vs. 40 years), less likely to have schooling (55% vs. 77%) or to be married (46% vs. 67%), and had higher baseline CD4 cell counts (median 214 vs. 178 cells/μl). Men had a higher age-adjusted mortality rate (hazard rate ratio (HRR) 1.29, 95% confidence interval (CI) 1.09-1.52) and were more often lost to follow-up (HRR 1.27, 95% CI 1.17-1.39). CONCLUSION Significant differences exist between HIV-infected men and women regardless of HIV type. Men seek treatment at a later stage and, despite better socio-economic status, have higher mortality and loss to follow-up than women.
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Affiliation(s)
- Sanne Jespersen
- Bandim Health Project, Indepth Network, Bissau, Guinea-Bissau.,Department of Infectious Diseases, Aarhus University Hospital, Aarhus, Denmark
| | - Bo Langhoff Hønge
- Bandim Health Project, Indepth Network, Bissau, Guinea-Bissau.,Department of Infectious Diseases, Aarhus University Hospital, Aarhus, Denmark.,Department of Clinical Immunology, Aarhus University Hospital, Aarhus, Denmark
| | - Joakim Esbjörnsson
- Department of Experimental Medical Science, Section of Molecular Virology, Lund University, Lund, Sweden.,Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, UK
| | - Candida Medina
- National HIV Programme, Ministry of Health, Bissau, Guinea-Bissau
| | | | | | - Alex Lund Laursen
- Department of Infectious Diseases, Aarhus University Hospital, Aarhus, Denmark
| | - Lars Østergaard
- Department of Infectious Diseases, Aarhus University Hospital, Aarhus, Denmark
| | | | - Peter Aaby
- Bandim Health Project, Indepth Network, Bissau, Guinea-Bissau.,Research Center for Vitamins and Vaccines (CVIVA), Bandim Health Project, Statens Serum Institut, Copenhagen, Denmark
| | - Christian Erikstrup
- Department of Clinical Immunology, Aarhus University Hospital, Aarhus, Denmark
| | - Christian Wejse
- Bandim Health Project, Indepth Network, Bissau, Guinea-Bissau.,Department of Infectious Diseases, Aarhus University Hospital, Aarhus, Denmark.,GloHAU, Center for Global Health, School of Public Health, Aarhus University, Aarhus, Denmark
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Griesbeck M, Ziegler S, Laffont S, Smith N, Chauveau L, Tomezsko P, Sharei A, Kourjian G, Porichis F, Hart M, Palmer CD, Sirignano M, Beisel C, Hildebrandt H, Cénac C, Villani AC, Diefenbach TJ, Le Gall S, Schwartz O, Herbeuval JP, Autran B, Guéry JC, Chang JJ, Altfeld M. Sex Differences in Plasmacytoid Dendritic Cell Levels of IRF5 Drive Higher IFN-α Production in Women. THE JOURNAL OF IMMUNOLOGY 2015; 195:5327-36. [PMID: 26519527 DOI: 10.4049/jimmunol.1501684] [Citation(s) in RCA: 175] [Impact Index Per Article: 19.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2015] [Accepted: 09/30/2015] [Indexed: 01/17/2023]
Abstract
Increased IFN-α production contributes to the pathogenesis of infectious and autoimmune diseases. Plasmacytoid dendritic cells (pDCs) from females produce more IFN-α upon TLR7 stimulation than pDCs from males, yet the mechanisms underlying this difference remain unclear. In this article, we show that basal levels of IFN regulatory factor (IRF) 5 in pDCs were significantly higher in females compared with males and positively correlated with the percentage of IFN-α-secreting pDCs. Delivery of recombinant IRF5 protein into human primary pDCs increased TLR7-mediated IFN-α secretion. In mice, genetic ablation of the estrogen receptor 1 (Esr1) gene in the hematopoietic compartment or DC lineage reduced Irf5 mRNA expression in pDCs and IFN-α production. IRF5 mRNA levels furthermore correlated with ESR1 mRNA levels in human pDCs, consistent with IRF5 regulation at the transcriptional level by ESR1. Taken together, these data demonstrate a critical mechanism by which sex differences in basal pDC IRF5 expression lead to higher IFN-α production upon TLR7 stimulation in females and provide novel targets for the modulation of immune responses and inflammation.
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Affiliation(s)
- Morgane Griesbeck
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139; Centre d'Immunonologie et des Maladies Infectieuses-Paris, Université Pierre et Marie Curie/INSERM U1135, Hôpital Pitié Salpêtrière, Paris 75013, France
| | - Susanne Ziegler
- Heinrich Pette Institute-Leibniz Institute for Experimental Virology, Hamburg 20246, Germany
| | - Sophie Laffont
- INSERM U1043, Toulouse F-31300, France; CNRS, U5282, Toulouse F-31300, France; Université de Toulouse, Université Paul Sabatier, Centre de Physiopathologie de Toulouse Purpan, Toulouse F-31300, France
| | - Nikaïa Smith
- Chemistry and Biology, Nucleotides and Immunology for Therapy, CNRS UMR-8601, Université Paris Descartes, Paris 75270, France
| | - Lise Chauveau
- Institut Pasteur, Unité de recherche associée CNRS 3015, Unite Virus et Immunité, Paris 75015, France
| | | | - Armon Sharei
- The David H. Koch Institute for Integrative Cancer Research, Cambridge, MA 02139
| | | | | | - Meghan Hart
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139
| | | | | | - Claudia Beisel
- Heinrich Pette Institute-Leibniz Institute for Experimental Virology, Hamburg 20246, Germany; Medical Department, University Hospital Hamburg-Eppendorf, Hamburg 20246, Germany
| | - Heike Hildebrandt
- Heinrich Pette Institute-Leibniz Institute for Experimental Virology, Hamburg 20246, Germany
| | - Claire Cénac
- INSERM U1043, Toulouse F-31300, France; CNRS, U5282, Toulouse F-31300, France; Université de Toulouse, Université Paul Sabatier, Centre de Physiopathologie de Toulouse Purpan, Toulouse F-31300, France
| | | | | | - Sylvie Le Gall
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139
| | - Olivier Schwartz
- Institut Pasteur, Unité de recherche associée CNRS 3015, Unite Virus et Immunité, Paris 75015, France
| | - Jean-Philippe Herbeuval
- Chemistry and Biology, Nucleotides and Immunology for Therapy, CNRS UMR-8601, Université Paris Descartes, Paris 75270, France
| | - Brigitte Autran
- Centre d'Immunonologie et des Maladies Infectieuses-Paris, Université Pierre et Marie Curie/INSERM U1135, Hôpital Pitié Salpêtrière, Paris 75013, France
| | - Jean-Charles Guéry
- INSERM U1043, Toulouse F-31300, France; CNRS, U5282, Toulouse F-31300, France; Université de Toulouse, Université Paul Sabatier, Centre de Physiopathologie de Toulouse Purpan, Toulouse F-31300, France
| | - J Judy Chang
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139; Department of Infectious Diseases, Monash University, Melbourne, Victoria 3800, Australia
| | - Marcus Altfeld
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139; Heinrich Pette Institute-Leibniz Institute for Experimental Virology, Hamburg 20246, Germany;
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Impact of HIV-1 Subtype on the Time to CD4+ T-Cell Recovery in Combination Antiretroviral Therapy (cART)-Experienced Patients. PLoS One 2015; 10:e0137281. [PMID: 26335136 PMCID: PMC4559476 DOI: 10.1371/journal.pone.0137281] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2015] [Accepted: 08/16/2015] [Indexed: 11/19/2022] Open
Abstract
Human immunodeficiency virus type 1 (HIV-1) subtypes have been shown to differ in the rate of clinical progression. We studied the association between HIV-1 subtypes and the rate of CD4+ T-cell recovery in a longitudinal cohort of patients on combination antiretroviral therapy (cART). We studied 103 patients infected with CRF01_AE (69%) and subtype B (31%) who initiated cART between 2006 and 2013. Demographic data, CD4+ T-cell counts and HIV-1 viral load were abstracted from patient medical charts. Kaplan-Meier was used to estimate the time to CD4+ T-cell count increase to ≥350 between subtypes and effects of covariates were analysed using Cox proportional hazards. An 87% of the study population were male adults (mean age of 38.7 years old). Baseline CD4+ T-cell counts and viral loads, age at cART initiation, sex, ethnicity and co-infection did not differ significantly between subtypes. A shorter median time for CD4+ T-cell count increase to ≥350 cells/μL was observed for CRF01_AE (546 days; 95% confidence interval [CI], 186–906 days; P = .502) compared to subtype B (987 days; 95% CI, 894–1079 days). In multivariate analysis, female sex was significantly associated with a 2.7 times higher chance of achieving CD4+ T-cell recovery (adjusted hazard ratio [HR], 2.75; 95% CI, 1.21–6.22; P = .025) and both baseline CD4+ T-cell count (P = .001) and viral load (P = .001) were important predictors for CD4+ T-cell recovery. Immunological recovery correlated significantly with female sex, baseline CD4+ T-cell counts and viral load but not subtype.
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Poteat TC, Hanna DB, Althoff KN. Short communication: feasibility and acceptability of developing a multisite clinical cohort of transgender people with HIV infection. AIDS Res Hum Retroviruses 2015; 31:870-2. [PMID: 26126154 DOI: 10.1089/aid.2015.0055] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Transgender women bear a disproportionate burden of HIV, yet data among this population are not routinely collected in HIV clinical cohorts. Brief surveys and follow-up qualitative interviews were conducted with principal investigators or designated representatives of 17 HIV clinical cohorts to determine the acceptability and feasibility of pooling transgender-specific data from existing HIV clinical cohort studies. Twelve of 17 sites reported that they already collect gender identity data but not consistently. Others were receptive to collecting this information. Many also expressed interest in a study of clinical outcomes among HIV-infected transgender women using pooled data across cohorts. The collection of longitudinal data on transgender people living with HIV is acceptable and feasible for most North American AIDS Cohort Collaboration on Research and Design (NA-ACCORD) cohorts. HIV clinical cohort studies should make efforts to include transgender individuals and develop the tools to collect quality data on this high-need population.
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Affiliation(s)
- Tonia C. Poteat
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - David B. Hanna
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
| | - Keri N. Althoff
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
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Abstract
OBJECTIVE The objective of this study is to study factors associated with HIV-DNA levels in chronically infected patients on long-term suppressive antiretroviral therapy (ART). DESIGN A cross-sectional, multicentre study of patients receiving ART for more than 3 years, HIV-RNA less than 50 copies/ml for more than 2 years and CD4 cell count more than 350 cells/μl. METHOD Factors associated with low (<150) or high (>1000), compared with intermediate (150-1000 copies/10 PBMCs) levels of HIV-DNA were investigated using multinomial logistic regression. RESULTS Five hundred and twenty-two patients who initiated ART during the chronic phase were included (71% male; median peak HIV-RNA: 4.88 log10 copies/ml, CD4 cell count nadir: 222 cells/μl). Median ART duration was 13 years [interquartile range (IQR) 7-17], viral suppression was 5.7 years (IQR 3.9-8.5) and 66% of the patients never experienced ART failure. Median HIV-DNA was 323 copies/10 PBMCs (IQR, 129-717) with low, intermediate and high levels observed in 28.3, 55.4 and 16.3%, respectively. In multivariable analysis, women were more likely to achieve a low level of HIV-DNA. Each additional year with suppressed HIV-RNA increased the likelihood of low level and decreased the likelihood of high level of HIV-DNA. Peak HIV-RNA higher than 5log10 was always associated with a decreased risk of low and an increased risk of high HIV-DNA. For patients with peak HIV-RNA lower than 5log10, past ART failure was associated with high level of HIV-DNA. CONCLUSION Chronically HIV-infected patients with long-term suppressive ART can achieve low total HIV-DNA but one over six still presented HIV-DNA above 1000 copies/10 PBMCs despite long-term viral suppression.
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Tuero I, Mohanram V, Musich T, Miller L, Vargas-Inchaustegui DA, Demberg T, Venzon D, Kalisz I, Kalyanaraman VS, Pal R, Ferrari MG, LaBranche C, Montefiori DC, Rao M, Vaccari M, Franchini G, Barnett SW, Robert-Guroff M. Mucosal B Cells Are Associated with Delayed SIV Acquisition in Vaccinated Female but Not Male Rhesus Macaques Following SIVmac251 Rectal Challenge. PLoS Pathog 2015; 11:e1005101. [PMID: 26267144 PMCID: PMC4534401 DOI: 10.1371/journal.ppat.1005101] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2015] [Accepted: 07/21/2015] [Indexed: 12/02/2022] Open
Abstract
Many viral infections, including HIV, exhibit sex-based pathogenic differences. However, few studies have examined vaccine-related sex differences. We compared immunogenicity and protective efficacy of monomeric SIV gp120 with oligomeric SIV gp140 in a pre-clinical rhesus macaque study and explored a subsequent sex bias in vaccine outcome. Each immunization group (16 females, 8 males) was primed twice mucosally with replication-competent Ad-recombinants encoding SIVsmH4env/rev, SIV239gag and SIV239nefΔ1–13 and boosted twice intramuscularly with SIVmac239 monomeric gp120 or oligomeric gp140 in MF59 adjuvant. Controls (7 females, 5 males) received empty Ad and MF59. Up to 9 weekly intrarectal challenges with low-dose SIVmac251 were administered until macaques became infected. We assessed vaccine-induced binding, neutralizing, and non-neutralizing antibodies, Env-specific memory B cells and plasmablasts/plasma cells (PB/PC) in bone marrow and rectal tissue, mucosal Env-specific antibodies, and Env-specific T-cells. Post-challenge, only one macaque (gp140-immunized) remained uninfected. However, SIV acquisition was significantly delayed in vaccinated females but not males, correlated with Env-specific IgA in rectal secretions, rectal Env-specific memory B cells, and PC in rectal tissue. These results extend previous correlations of mucosal antibodies and memory B cells with protective efficacy. The gp140 regimen was more immunogenic, stimulating elevated gp140 and cyclic V2 binding antibodies, ADCC and ADCP activities, bone marrow Env-specific PB/PC, and rectal gp140-specific IgG. However, immunization with gp120, the form of envelope immunogen used in RV144, the only vaccine trial to show some efficacy, provided more significant acquisition delay. Further over 40 weeks of follow-up, no gp120 immunized macaques met euthanasia criteria in contrast to 7 gp140-immunized and 2 control animals. Although males had higher binding antibodies than females, ADCC and ADCP activities were similar. The complex challenge outcomes may reflect differences in IgG subtypes, Fc glycosylation, Fc-R polymorphisms, and/or the microbiome, key areas for future studies. This first demonstration of a sex-difference in SIV vaccine-induced protection emphasizes the need for sex-balancing in vaccine trials. Our results highlight the importance of mucosal immunity and memory B cells at the SIV exposure site for protection. Viral infections can have different disease courses in men and women. Following HIV infection, women generally exhibit lower viral loads and higher CD4 counts than men, but paradoxically progress faster to AIDS. Sex differences result from effects of X-linked genes and hormonal influences, and are believed to be largely based on immune response differences. Nevertheless, little is known about potential sex differences following vaccination. Here we report for the first time a sex bias in response to a SIV vaccine in rhesus macaques, showing that female animals were better protected against acquisition of SIV compared to males. The vaccine-induced immune responses that contributed to this better protection were viral-specific antibodies and immune antibody-secreting B cells, both at the local rectal site of SIV exposure. These results suggest that HIV/SIV vaccines should be better designed to target mucosal exposure sites. Additionally, they indicate that more vaccine studies should include animals of both sexes to address potential differences. Our study also illustrates that inclusion of both sexes can lead to greater complexity in vaccine trial outcomes, necessitating more in depth analyses. However, we believe sex balancing to be particularly important, as approximately 50% of HIV infections worldwide occur in women.
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Affiliation(s)
- Iskra Tuero
- Immune Biology of Retroviral Infection Section, Vaccine Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Venkatramanan Mohanram
- Immune Biology of Retroviral Infection Section, Vaccine Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Thomas Musich
- Immune Biology of Retroviral Infection Section, Vaccine Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Leia Miller
- Immune Biology of Retroviral Infection Section, Vaccine Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Diego A. Vargas-Inchaustegui
- Immune Biology of Retroviral Infection Section, Vaccine Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Thorsten Demberg
- Immune Biology of Retroviral Infection Section, Vaccine Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - David Venzon
- Biostatistics and Data Management Section, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Irene Kalisz
- Advanced Bioscience Laboratories, Inc., Rockville, Maryland, United States of America
| | - V. S. Kalyanaraman
- Advanced Bioscience Laboratories, Inc., Rockville, Maryland, United States of America
| | - Ranajit Pal
- Advanced Bioscience Laboratories, Inc., Rockville, Maryland, United States of America
| | - Maria Grazia Ferrari
- Advanced Bioscience Laboratories, Inc., Rockville, Maryland, United States of America
| | - Celia LaBranche
- Duke University Medical Center, Durham, North Carolina, United States of America
| | - David C. Montefiori
- Duke University Medical Center, Durham, North Carolina, United States of America
| | - Mangala Rao
- USMHRP, Walter Reed Army Institute of Research, Silver Spring, Maryland, United States of America
| | - Monica Vaccari
- Animal Models and Retroviral Vaccines Section, Vaccine Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Genoveffa Franchini
- Animal Models and Retroviral Vaccines Section, Vaccine Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Susan W. Barnett
- Novartis Vaccines, Cambridge, Massachusetts, United States of America
| | - Marjorie Robert-Guroff
- Immune Biology of Retroviral Infection Section, Vaccine Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
- * E-mail:
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Abstract
Introduction: Direct measurement of antiretroviral treatment (ART) program indicators essential for evidence-based planning and evaluation – especially HIV incidence, population viral load, and ART eligibility – is rare in sub-Saharan Africa. Design/methods: To measure key indicators in rural western Kenya, an area with high HIV burden, we conducted a population survey in September to November 2012 via multistage cluster sampling, recruiting everyone aged 15–59 years living in 3330 randomly selected households. Consenting individuals were interviewed and tested for HIV at home. Participants testing positive were assessed for CD4+ cell count and viral load, and their infections classified as either recent or long term based on Limiting Antigen Avidity assays. HIV-negative participants were tested by nucleic acid amplification to detect acute infections. Results: Of 6833 household members eligible for the study, 6076 (94.7% of all women and 81.0% of men) agreed to participate. HIV prevalence and incidence were 24.1% [95% confidence interval [CI] 23.0–25.2] and 1.9 new cases/100 person-years (95% CI 1.1–2.7), respectively. Among HIV-positive participants, 59.4% (95% CI 56.8–61.9) were previously diagnosed, 53.1% (95% CI 50.5–55.7) were receiving care, and 39.7% (95% CI 37.1–42.4) had viral load less than 1000 copies/ml. Applying 2013 WHO recommendations for ART initiation increased the proportion of ART-eligible people from 60.0% (based on national guidelines in place during the survey; 95% CI 57.3–62.7) to 82.0% (95% CI 79.5–84.5). Among HIV-positive people not receiving ART, viral load increased with decreasing CD4+ cell count (500–749 vs. ≥750 cells/μl, adjusted mean difference, 0.40 log10 copies/ml, 95% CI 0.20–0.60, P < 0.01). Conclusion: This study demonstrates how population-level data can help optimize HIV programs. Based on these results, new regional programs are prioritizing diagnosis and expanding ART eligibility, key steps to reach undetectable viral load.
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Disentangling the impact of within-host evolution and transmission dynamics on the tempo of HIV-1 evolution. AIDS 2015; 29:1549-56. [PMID: 26244394 DOI: 10.1097/qad.0000000000000731] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To determine how HIV-1 risk groups impact transmitted diversity and the tempo of viral evolution at a population scale. METHODS We investigated a set of previously described transmission chains (n = 70) using a population genetic approach, and tested whether the expected differences in proportions of multivariant transmissions are reflected by varying proportions of transmitted diversity between men having sex with men (MSM) and heterosexual (HET) subpopulations - the largest contributors to HIV spread. To assess evolutionary rate differences among the different risk groups, we compiled risk group datasets for subtypes A1, B and CRF01_AE, and directly compared the absolute substitution rate and its synonymous and non-synonymous components. RESULTS There was sufficient demographic signal to inform the transmission model in Bayesian evolutionary analysis by sampling trees using env data to compare the transmission bottleneck size between the MSM and HET risk groups. We found no indications for a different proportion of transmitted genetic diversity at the population level between these groups. In the direct rate comparisons between the risk groups, however, we consistently recovered a higher evolutionary rate in the male-dominated risk group compared to the HET datasets. CONCLUSION We find that the risk group composition affects the viral evolutionary rate and therefore potentially also the adaptation rate. In particular, risk group-specific sex ratios, and the variation in within-host evolutionary rates between men and women, impose evolutionary rate differences at the epidemic level, but we cannot exclude a role of varying transmission rates.
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84
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Abstract
BACKGROUND In some countries, HIV surveillance is based on case-reporting of newly diagnosed infections. We present a new back-projection method for estimating HIV-incidence trends using individuals' CD4 cell counts at diagnosis. METHODS On the basis of a review of CD4 cell count distributions among HIV-uninfected people, CD4 cell count following primary infection, and rates of CD4 cell count decline over time among people with HIV, we simulate the expected distribution in time between infection and diagnosis. Applying this to all diagnosed individuals provides a distribution of likely infection times and estimates for population incidence, level of undiagnosed HIV, and the average time from infection to diagnosis each year. We applied this method to the national HIV case surveillance data of Australia for 1983-2013. RESULTS The estimated number of new HIV infections in Australia in 2013 was 912 (95% uncertainty bound 835-1002). We estimate that 2280 (95% uncertainty bound 1900-2830) people were living with undiagnosed HIV at the end of 2013, corresponding to approximately 9.4% (95% uncertainty bound 7.8-10.1%) of all people living with HIV. With increases in the average CD4 count at diagnosis, the inferred HIV testing rate has been increasing over time and the estimated mean and median times between infection and diagnosis have decreased substantially. However, the estimated mean time between infection and diagnosis is considerably greater than the median, indicating that some people remain undiagnosed for long periods. Differences were found between cases attributable to male homosexual exposure versus other cases. CONCLUSION This methodology provides a novel way of estimating population incidence by combining diagnosis dates and CD4 cell counts at diagnosis.
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85
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Mori M, Adland E, Paioni P, Swordy A, Mori L, Laker L, Muenchhoff M, Matthews PC, Tudor-Williams G, Lavandier N, van Zyl A, Hurst J, Walker BD, Ndung’u T, Prendergast A, Goulder P, Jooste P. Sex Differences in Antiretroviral Therapy Initiation in Pediatric HIV Infection. PLoS One 2015; 10:e0131591. [PMID: 26151555 PMCID: PMC4494714 DOI: 10.1371/journal.pone.0131591] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2015] [Accepted: 06/02/2015] [Indexed: 01/17/2023] Open
Abstract
The incidence and severity of infections in childhood is typically greater in males. The basis for these observed sex differences is not well understood, and potentially may facilitate novel approaches to reducing disease from a range of conditions. We here investigated sex differences in HIV-infected children in relation to antiretroviral therapy (ART) initiation and post-treatment outcome. In a South African cohort of 2,101 HIV-infected children, we observed that absolute CD4+ count and CD4% were significantly higher in ART-naïve female, compared to age-matched male, HIV-infected children. Absolute CD4 count and CD4% were also significantly higher in HIV-uninfected female versus male neonates. We next showed that significantly more male than female children were initiated on ART (47% female); and children not meeting criteria to start ART by >5 yrs were more frequently female (59%; p<0.001). Among ART-treated children, immune reconstitution of CD4 T-cells was more rapid and more complete in female children, even after adjustment for pre-ART absolute CD4 count or CD4% (p=0.011, p=0.030, respectively). However, while ART was initiated as a result of meeting CD4 criteria less often in females (45%), ART initiation as a result of clinical disease in children whose CD4 counts were above treatment thresholds occurred more often in females (57%, p<0.001). The main sex difference in morbidity observed in children initiating ART above CD4 thresholds, above that of TB disease, was as a result of wasting and stunting observed in females with above-threshold CD4 counts (p=0.002). These findings suggest the possibility that optimal treatment of HIV-infected children might incorporate differential CD4 treatment thresholds for ART initiation according to sex.
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Affiliation(s)
- Masahiko Mori
- Department of Paediatrics, University of Oxford, Oxford, United Kingdom
| | - Emily Adland
- Department of Paediatrics, University of Oxford, Oxford, United Kingdom
| | - Paolo Paioni
- Department of Paediatrics, University of Oxford, Oxford, United Kingdom
| | - Alice Swordy
- Department of Paediatrics, University of Oxford, Oxford, United Kingdom
| | - Luisa Mori
- Department of Paediatrics, University of Oxford, Oxford, United Kingdom
| | - Leana Laker
- Kimberley Hospital, Kimberley, Durban, South Africa
| | | | | | | | - Nora Lavandier
- Department of Paediatrics, University of Oxford, Oxford, United Kingdom
| | | | - Jacob Hurst
- Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Bruce D. Walker
- Ragon Institute of MGH, MIT and Harvard, Boston, MA, United States of America
- Doris Duke Medical Research Institute, University of KwaZulu-Natal, Durban, South Africa
| | - Thumbi Ndung’u
- Doris Duke Medical Research Institute, University of KwaZulu-Natal, Durban, South Africa
- KwaZulu-Natal Research Institute for Tuberculosis and HIV (K-RITH), University of KwaZulu-Natal, Durban, South Africa
- Max Planck Institute for Infection Biology, Berlin, Germany
| | - Andrew Prendergast
- Centre for Paediatrics, Blizard Institute, Queen Mary University of London, London, United Kingdom
| | - Philip Goulder
- Department of Paediatrics, University of Oxford, Oxford, United Kingdom
- Doris Duke Medical Research Institute, University of KwaZulu-Natal, Durban, South Africa
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Fast disease progression in simian HIV-infected female macaque is accompanied by a robust local inflammatory innate immune and microbial response. AIDS 2015; 29:F1-8. [PMID: 26035329 DOI: 10.1097/qad.0000000000000711] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
OBJECTIVE Gender differences in immune response and the rate of disease progression in HIV-infected individuals have been reported but the underlying mechanism remains unclear, in part because of the lack of relevant animal models. Here, we report a novel nonhuman primate model for investigation of sex disparity in HIV disease progression. DESIGN/METHODS Viral load and rate of disease progression were evaluated in rhesus macaques infected intrarectally with lineage-related subtype C R5 simian HIVs. Cytokine/chemokine levels in rectal swab eluates, and bacterial species adherent to the swabs and in the feces were determined. RESULTS Simian HIV-infected female rhesus macaques progressed faster to AIDS than male macaques, recapitulating the sex bias in HIV-1 disease in humans. There were no significant differences in the levels of soluble immune mediators in the rectal mucosa of naive female and male macaques. However, an exploratory longitudinal study in six infected macaques indicates that the female macaques mounted an earlier and more robust proinflammatory skewed rectal immune response to infection. Moreover, expansion of Proteobacteria that increase in other intestinal inflammatory disorders was significantly higher in the rectal mucosa of female than male macaques during acute infection. CONCLUSION These findings suggest that sex differences in local innate immune activation and compositional shifts in the gut microbiota could be the drivers of increased disease susceptibility in female macaques. Further studies with this novel nonhuman primate model of HIV infection could lead to innovative research on gender differences, which may have important therapeutic implications for controlling disease in infected men as well as women.
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87
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McLaren PJ, Carrington M. The impact of host genetic variation on infection with HIV-1. Nat Immunol 2015; 16:577-83. [PMID: 25988890 PMCID: PMC6296468 DOI: 10.1038/ni.3147] [Citation(s) in RCA: 94] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2015] [Accepted: 03/12/2015] [Indexed: 12/16/2022]
Abstract
The outcome after infection with the human immunodeficiency virus type 1 (HIV-1) is a complex phenotype determined by interactions among the pathogen, the human host and the surrounding environment. An impact of host genetic variation on HIV-1 susceptibility was identified early in the pandemic, with a major role attributed to the genes encoding class I human leukocyte antigens (HLA) and the chemokine receptor CCR5. Studies using genome-wide data sets have underscored the strength of these associations relative to variants located throughout the rest of the genome. However, the extent to which additional polymorphisms influence HIV-1 disease progression, and how much of the variability in outcome can be attributed to host genetics, remain largely unclear. Here we discuss findings concerning the functional impact of associated variants, outline methods for quantifying the host genetic component and examine how available genome-wide data sets may be leveraged to discover gene variants that affect the outcome of HIV-1 infection.
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Affiliation(s)
- Paul J McLaren
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Mary Carrington
- 1] Cancer and Inflammation Program, Leidos Biomedical Research Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland, USA. [2] The Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, USA
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Fischer J, Jung N, Robinson N, Lehmann C. Sex differences in immune responses to infectious diseases. Infection 2015; 43:399-403. [PMID: 25956991 DOI: 10.1007/s15010-015-0791-9] [Citation(s) in RCA: 119] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2015] [Accepted: 04/29/2015] [Indexed: 12/20/2022]
Abstract
PURPOSE The influence of sex hormones is recognized to account for the susceptibility and distinct outcomes of diverse infectious diseases. METHODS This review discusses several variables including differences in behavior and exposure to pathogens, genetic, and immunological factors. CONCLUSION Understanding sex-based differences in immunity during different infectious diseases is crucial in order to provide optimal disease management for both sexes.
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Affiliation(s)
- Julia Fischer
- First Department of Internal Medicine, University of Cologne, Kerpener Str. 62, 50934, Cologne, Germany
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Costiniuk CT, Jenabian MA. HIV reservoir dynamics in the face of highly active antiretroviral therapy. AIDS Patient Care STDS 2015; 29:55-68. [PMID: 25412339 DOI: 10.1089/apc.2014.0173] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Upon discontinuation of highly active antiretroviral therapy (HAART), human immunodeficiency virus (HIV)-infected individuals experience a brisk rebound in blood plasma viremia due to the exodus of HIV from various body reservoirs. Assessment of HIV dynamics during HAART and following treatment discontinuation is essential to better understand HIV persistence. Here we will first provide a brief overview of the molecular mechanisms involved in HIV reservoir formation and persistence. After a summary of HAART-mediated HIV decay within peripheral blood, we discuss findings from clinical studies examining the effects of HAART initiation and interruption on HIV reservoir dynamics in major anatomical compartments, including lymph nodes and spleen, gut associated lymphoid tissue, reproductive organs, the central nervous system, and the lungs. Features contributing to these reservoirs as distinct compartments, including anatomical features, the presence of drug transporters, and the effect of co-infection, are also discussed.
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Affiliation(s)
- Cecilia T. Costiniuk
- Department of Medicine, Divisions of Infectious Diseases/Chronic Viral Illness Service and Lachine Hospital, McGill University Health Centre, Montreal, Quebec, Canada
| | - Mohammad-Ali Jenabian
- Département des Sciences Biologiques et Centre de recherche BioMed, Université du Québec à Montréal (UQAM), Montreal, Quebec, Canada
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90
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Johnston RE, Heitzeg MM. Sex, age, race and intervention type in clinical studies of HIV cure: a systematic review. AIDS Res Hum Retroviruses 2015; 31:85-97. [PMID: 25313793 DOI: 10.1089/aid.2014.0205] [Citation(s) in RCA: 56] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
This systematic review was undertaken to determine the extent to which adult subjects representing sex (female), race (nonwhite), and age (>50 years) categories are included in clinical studies of HIV curative interventions and thus, by extension, the potential for data to be analyzed that may shed light on the influence of such demographic variables on safety and/or efficacy. English-language publications retrieved from PubMed and from references of retrieved papers describing clinical studies of curative interventions were read and demographic, recruitment year, and intervention-type details were noted. Variables of interest included participation by sex, age, and race; changes in participation rates by recruitment year; and differences in participation by intervention type. Of 151 publications, 23% reported full demographic data of study enrollees, and only 6% reported conducting efficacy analyses by demographic variables. Included studies recruited participants from 1991 to 2011. No study conducted safety analyses by demographic variables. The representation of women, older people, and nonwhites did not reflect national or international burdens of HIV infection. Participation of demographic subgroups differed by intervention type and study location. Rates of participation of demographic groups of interest did not vary with time. Limited data suggest efficacy, particularly of early therapy initiation followed by treatment interruption, may vary by demographic variables, in this case sex. More data are needed to determine associations between demographic characteristics and safety/efficacy of curative interventions. Studies should be powered to conduct such analyses and cure-relevant measures should be standardized.
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Affiliation(s)
| | - Mary M. Heitzeg
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan
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91
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Eller MA, Opollo MS, Liu M, Redd AD, Eller LA, Kityo C, Kayiwa J, Laeyendecker O, Wawer MJ, Milazzo M, Kiwanuka N, Gray RH, Serwadda D, Sewankambo NK, Quinn TC, Michael NL, Wabwire-Mangen F, Sandberg JK, Robb ML. HIV Type 1 Disease Progression to AIDS and Death in a Rural Ugandan Cohort Is Primarily Dependent on Viral Load Despite Variable Subtype and T-Cell Immune Activation Levels. J Infect Dis 2014; 211:1574-84. [PMID: 25404522 DOI: 10.1093/infdis/jiu646] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2014] [Accepted: 11/05/2014] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Untreated human immunodeficiency virus type 1 (HIV) infection is associated with persistent immune activation, which is an independent driver of disease progression in European and United States cohorts. In Uganda, HIV-1 subtypes A and D and recombinant AD viruses predominate and exhibit differential rates of disease progression. METHODS HIV-1 seroconverters (n = 156) from rural Uganda were evaluated to assess the effects of T-cell activation, viral load, and viral subtype on disease progression during clinical follow-up. RESULTS The frequency of activated T cells was increased in HIV-1-infected Ugandans, compared with community matched uninfected individuals, but did not differ significantly between viral subtypes. Higher HIV-1 load, subtype D, older age, and high T-cell activation levels were associated with faster disease progression to AIDS or death. In a multivariate Cox regression analysis, HIV-1 load was the strongest predictor of progression, with subtype also contributing. T-cell activation did not emerge an independent predictor of disease progression from this particular cohort. CONCLUSIONS These findings suggest that the independent contribution of T-cell activation on morbidity and mortality observed in European and North American cohorts may not be directly translated to the HIV epidemic in East Africa. In this setting, HIV-1 load appears to be the primary determinant of disease progression.
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Affiliation(s)
- Michael A Eller
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring Henry M. Jackson Foundation for the Advancement of Military Medicine
| | | | - Michelle Liu
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring Henry M. Jackson Foundation for the Advancement of Military Medicine
| | - Andrew D Redd
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Disease, National Institutes of Health, Bethesda
| | - Leigh Anne Eller
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring Henry M. Jackson Foundation for the Advancement of Military Medicine
| | | | | | - Oliver Laeyendecker
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Disease, National Institutes of Health, Bethesda School of Medicine
| | - Maria J Wawer
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - Mark Milazzo
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring Henry M. Jackson Foundation for the Advancement of Military Medicine
| | - Noah Kiwanuka
- School of Public Health Rakai Health Sciences Program, Uganda Virus Research Institute, Entebbe
| | - Ronald H Gray
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - David Serwadda
- School of Public Health Rakai Health Sciences Program, Uganda Virus Research Institute, Entebbe
| | - Nelson K Sewankambo
- Faculty of Medicine, Makerere University College of Health Sciences, Kampala Rakai Health Sciences Program, Uganda Virus Research Institute, Entebbe
| | - Thomas C Quinn
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Disease, National Institutes of Health, Bethesda School of Medicine
| | - Nelson L Michael
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring
| | | | - Johan K Sandberg
- Center for Infectious Medicine, Department of Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, Stockholm, Sweden
| | - Merlin L Robb
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring Henry M. Jackson Foundation for the Advancement of Military Medicine
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92
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Laffont S, Rouquié N, Azar P, Seillet C, Plumas J, Aspord C, Guéry JC. X-Chromosome complement and estrogen receptor signaling independently contribute to the enhanced TLR7-mediated IFN-α production of plasmacytoid dendritic cells from women. THE JOURNAL OF IMMUNOLOGY 2014; 193:5444-52. [PMID: 25339659 DOI: 10.4049/jimmunol.1303400] [Citation(s) in RCA: 144] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Human plasmacytoid dendritic cells (pDCs) play a major role in innate immunity through the production of type I IFNs after TLR engagement by pathogens. Sex-based differences in the innate function of human pDCs have been established, with pDCs from women exhibiting enhanced TLR7-mediated IFN-α production as compared with pDCs from males. In mice, we recently provided evidence for a role of estrogens as a positive regulator of pDC innate functions through cell-intrinsic estrogen receptor α signaling, but did not exclude a role for other X-linked factors, particularly in human pDCs. In this study, we investigated the respective contribution of X chromosome dosage and sex hormones using a humanized mouse model in which male or female NOD-SCID-β2m(-/-) were transplanted with human progenitor cells purified from either male or female cord blood cells. We showed that, in response to TLR7 ligands, the frequency of IFN-α- and TNF-α-producing pDCs from either sex was greater in female than in male host mice, suggesting a positive role for estrogens. Indeed, blockade of estrogen receptor signaling during pDC development in vitro inhibited TLR7-mediated IFN-α production by human pDCs, which expressed both ESR1 and ESR2 genes. Interestingly, we also found that X chromosome dosage contributed to this sex bias as female pDCs have an enhanced TLR7-mediated IFN-α response as compared with male ones, irrespective of the sex of the recipient mice. Together, these results indicate that female sex hormones, estrogens, and X chromosome complement independently contribute to the enhanced TLR7-mediated IFN-α response of pDCs in women.
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Affiliation(s)
- Sophie Laffont
- INSERM, Unité Mixte de Recherche 1043, Toulouse F-31300, France; Centre National de la Recherche Scientifique, U5282, Toulouse F-31300, France; Centre de Physiopathologie de Toulouse Purpan, Université Toulouse 3, Toulouse F-31300, France
| | - Nelly Rouquié
- INSERM, Unité Mixte de Recherche 1043, Toulouse F-31300, France; Centre National de la Recherche Scientifique, U5282, Toulouse F-31300, France; Centre de Physiopathologie de Toulouse Purpan, Université Toulouse 3, Toulouse F-31300, France
| | - Pascal Azar
- INSERM, Unité Mixte de Recherche 1043, Toulouse F-31300, France; Centre National de la Recherche Scientifique, U5282, Toulouse F-31300, France; Centre de Physiopathologie de Toulouse Purpan, Université Toulouse 3, Toulouse F-31300, France
| | - Cyril Seillet
- INSERM, Unité Mixte de Recherche 1043, Toulouse F-31300, France; Centre National de la Recherche Scientifique, U5282, Toulouse F-31300, France; Centre de Physiopathologie de Toulouse Purpan, Université Toulouse 3, Toulouse F-31300, France
| | - Joël Plumas
- Recherche et Développement Laboratoire, Etablissement Français du Sang Rhône-Alpes, La Tronche F-38701, France; Université Joseph Fourier, Grenoble F-38041, France; and Immunobiology and Immunotherapy of Cancers, INSERM U823, La Tronche F-38701, France
| | - Caroline Aspord
- Recherche et Développement Laboratoire, Etablissement Français du Sang Rhône-Alpes, La Tronche F-38701, France; Université Joseph Fourier, Grenoble F-38041, France; and Immunobiology and Immunotherapy of Cancers, INSERM U823, La Tronche F-38701, France
| | - Jean-Charles Guéry
- INSERM, Unité Mixte de Recherche 1043, Toulouse F-31300, France; Centre National de la Recherche Scientifique, U5282, Toulouse F-31300, France; Centre de Physiopathologie de Toulouse Purpan, Université Toulouse 3, Toulouse F-31300, France;
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93
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Rosin C, Elzi L, Thurnheer C, Fehr J, Cavassini M, Calmy A, Schmid P, Bernasconi E, Battegay M. Gender inequalities in the response to combination antiretroviral therapy over time: the Swiss HIV Cohort Study. HIV Med 2014; 16:319-25. [PMID: 25329751 DOI: 10.1111/hiv.12203] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/18/2014] [Indexed: 11/30/2022]
Abstract
OBJECTIVES Gender-specific data on the outcome of combination antiretroviral therapy (cART) are a subject of controversy. We aimed to compare treatment responses between genders in a setting of equal access to cART over a 14-year period. METHODS Analyses included treatment-naïve participants in the Swiss HIV Cohort Study starting cART between 1998 and 2011 and were restricted to patients infected by heterosexual contacts or injecting drug use, excluding men who have sex with men. RESULTS A total of 3925 patients (1984 men and 1941 women) were included in the analysis. Women were younger and had higher CD4 cell counts and lower HIV RNA at baseline than men. Women were less likely to achieve virological suppression < 50 HIV-1 RNA copies/mL at 1 year (75.2% versus 78.1% of men; P = 0.029) and at 2 years (77.5% versus 81.1%, respectively; P = 0.008), whereas no difference between sexes was observed at 5 years (81.3% versus 80.5%, respectively; P = 0.635). The probability of virological suppression increased in both genders over time (test for trend, P < 0.001). The median increase in CD4 cell count at 1, 2 and 5 years was generally higher in women during the whole study period, but it gradually improved over time in both sexes (P < 0.001). Women also were more likely to switch or stop treatment during the first year of cART, and stops were only partly driven by pregnancy. In multivariate analysis, after adjustment for sociodemographic factors, HIV-related factors, cART and calendar period, female gender was no longer associated with lower odds of virological suppression. CONCLUSIONS Gender inequalities in the response to cART are mainly explained by the different prevalence of socioeconomic characteristics in women compared with men.
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Affiliation(s)
- C Rosin
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Basel, Basel, Switzerland
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94
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Regoes RR, McLaren PJ, Battegay M, Bernasconi E, Calmy A, Günthard HF, Hoffmann M, Rauch A, Telenti A, Fellay J. Disentangling human tolerance and resistance against HIV. PLoS Biol 2014; 12:e1001951. [PMID: 25226169 PMCID: PMC4165755 DOI: 10.1371/journal.pbio.1001951] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2014] [Accepted: 08/08/2014] [Indexed: 12/20/2022] Open
Abstract
Title: Human tolerance against HIV An evolutionary ecology perspective on clinical data reveals that human traits can affect how well an individual tolerates HIV infection, and identifies host immunity factors associated with disease tolerance. In ecology, “disease tolerance” is defined as an evolutionary strategy of hosts against pathogens, characterized by reduced or absent pathogenesis despite high pathogen load. To our knowledge, tolerance has to date not been quantified and disentangled from host resistance to disease in any clinically relevant human infection. Using data from the Swiss HIV Cohort Study, we investigated if there is variation in tolerance to HIV in humans and if this variation is associated with polymorphisms in the human genome. In particular, we tested for associations between tolerance and alleles of the Human Leukocyte Antigen (HLA) genes, the CC chemokine receptor 5 (CCR5), the age at which individuals were infected, and their sex. We found that HLA-B alleles associated with better HIV control do not confer tolerance. The slower disease progression associated with these alleles can be fully attributed to the extent of viral load reduction in carriers. However, we observed that tolerance significantly varies across HLA-B genotypes with a relative standard deviation of 34%. Furthermore, we found that HLA-B homozygotes are less tolerant than heterozygotes. Lastly, tolerance was observed to decrease with age, resulting in a 1.7-fold difference in disease progression between 20 and 60-y-old individuals with the same viral load. Thus, disease tolerance is a feature of infection with HIV, and the identification of the mechanisms involved may pave the way to a better understanding of pathogenesis. When confronted with pathogens, hosts can either evolve to fight them or learn to live with them. The first of these two strategies is called “resistance” and the second “tolerance”. In the context of HIV, many genes conferring resistance have been identified, but no tolerance genes are known. Using statistical techniques originating from plant ecology, we analyzed data from an HIV cohort to look for differences in tolerance between HIV-infected individuals and tested whether they go hand in hand with genetic differences. We found that younger people are more tolerant to HIV infection. We also observed that individuals who carry two different alleles of HLA-B, an important immunity gene, are more tolerant. These findings add to our understanding of how hosts tolerate infections and could open new avenues for treating infections.
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Affiliation(s)
- Roland R. Regoes
- Institute of Integrative Biology, ETH Zurich, Zurich, Switzerland
- * E-mail:
| | - Paul J. McLaren
- Global Health Institute, EPF Lausanne, Lausanne, Switzerland
- Institute of Microbiology, University of Lausanne, Lausanne, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Manuel Battegay
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Enos Bernasconi
- Division of Infectious Diseases, Regional Hospital Lugano, Lugano, Switzerland
| | - Alexandra Calmy
- Geneva University Hospital, HIV Unit, Department of Internal Medicine, Geneva, Switzerland
| | - Huldrych F. Günthard
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Matthias Hoffmann
- Division of Infectious Diseases and Hospital Epidemiology, Cantonal Hospital St.Gallen, St.Gallen, Switzerland
| | - Andri Rauch
- University Clinic of Infectious Diseases, University Hospital Bern and University of Bern, Bern, Switzerland
| | - Amalio Telenti
- Institute of Microbiology, University of Lausanne, Lausanne, Switzerland
| | - Jacques Fellay
- Global Health Institute, EPF Lausanne, Lausanne, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
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95
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Gomez-Lucia E, Sanjosé L, Crespo O, Reina R, Glaria I, Ballesteros N, Amorena B, Doménech A. Modulation of the long terminal repeat promoter activity of small ruminant lentiviruses by steroids. Vet J 2014; 202:323-8. [PMID: 25168719 DOI: 10.1016/j.tvjl.2014.08.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2013] [Revised: 08/02/2014] [Accepted: 08/03/2014] [Indexed: 10/24/2022]
Abstract
Production and excretion of small ruminant lentiviruses (SRLVs) varies with the stage of the host reproductive cycle, suggesting hormonal involvement in this variation. Stress may also affect viral expression. To determine if hormones affect SRLV transcriptional activity, the expression of green fluorescent protein (GFP) driven by the promoters in the U3-cap region of the long terminal repeats (LTRs) of different strains of SRLV was assessed in cell culture. High concentrations of steroids (progesterone, cortisol and dehydroepiandrosterone) inhibited expression of GFP driven by SRLV promoters. This effect decreased in a dose-dependent manner with decreasing concentrations of steroids. In some strains, physiological concentrations of cortisol or dehydroepiandrosterone (DHEA) induced the expression of GFP above the baseline. There was strain variation in sensitivity to hormones, but this differed for different hormones. The presence of deletions and a 43 base repeat in the U3 region upstream of the TATA box of the LTR made strain EV1 less sensitive to DHEA. However, no clear tendencies or patterns were observed when comparing strains of different genotypes and/or subtypes, or those triggering different forms of disease.
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Affiliation(s)
- Esperanza Gomez-Lucia
- Departamento de Sanidad Animal, Facultad de Veterinaria, Universidad Complutense de Madrid, 28040 Madrid, Spain.
| | - Leticia Sanjosé
- Instituto de Agrobiotecnología (CSIC-UPNA-Gobierno de Navarra), 31192 Mutilva Baja, Spain
| | - Oscar Crespo
- Departamento de Sanidad Animal, Facultad de Veterinaria, Universidad Complutense de Madrid, 28040 Madrid, Spain
| | - Ramsés Reina
- Instituto de Agrobiotecnología (CSIC-UPNA-Gobierno de Navarra), 31192 Mutilva Baja, Spain
| | - Idoia Glaria
- Instituto de Agrobiotecnología (CSIC-UPNA-Gobierno de Navarra), 31192 Mutilva Baja, Spain
| | - Natalia Ballesteros
- Departamento de Sanidad Animal, Facultad de Veterinaria, Universidad Complutense de Madrid, 28040 Madrid, Spain
| | - Beatriz Amorena
- Instituto de Agrobiotecnología (CSIC-UPNA-Gobierno de Navarra), 31192 Mutilva Baja, Spain
| | - Ana Doménech
- Departamento de Sanidad Animal, Facultad de Veterinaria, Universidad Complutense de Madrid, 28040 Madrid, Spain
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96
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Abstract
Human immunodeficiency virus (HIV) remains a global infectious diseases threat that disproportionally affects women. Beyond social and political factors, biological and genetic differences have been identified that lead to differential disease courses and outcomes in men and women. Following HIV type 1 (HIV-1) seroconversion, women have up to 40% lower HIV loads and higher CD4(+) T-cell counts than men. However, at the same level of viremia, progression to AIDS is faster in women. After adjustment for viral load, HIV-positive women also display increased levels of generalized immune activation and experience the consequences of elevated inflammatory activity more frequently than men. Part of these observations are linked to sex-based differences in innate immunity, in which the differential ability of plasmacytoid dendritic cells to produce interferon α following stimulation of Toll-like receptor 7 and upregulation of interferon-stimulated genes play a central role. Here, we review the current knowledge and remaining gaps therein regarding sex-based differences in HIV-1 pathogenesis.
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Affiliation(s)
- Marylyn M Addo
- Department of Medicine, University Medical Center Hamburg-Eppendorf German Center for Infectious Diseases Research, DZIF Standort Hamburg-Luebeck-Borstel, Germany Division of Infectious Diseases, Massachusetts General Hospital, Boston
| | - Marcus Altfeld
- Heinrich-Pette-Institute, Leibniz Institute for Experimental Virology, Hamburg Ragon Institute of MGH, MIT, and Harvard, Cambridge, Massachusetts
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97
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Loganantharaj N, Nichols WA, Bagby GJ, Volaufova J, Dufour J, Martin DH, Nelson S, Amedee AM. The effects of chronic binge alcohol on the genital microenvironment of simian immunodeficiency virus-infected female rhesus macaques. AIDS Res Hum Retroviruses 2014; 30:783-91. [PMID: 24902876 DOI: 10.1089/aid.2014.0065] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Alcohol abuse is a widespread problem among those at risk for and living with HIV and can impact transmission and disease progression. In this study we sought to use the simian immunodeficiency virus (SIV)-macaque model to evaluate the immunological and virological changes in the genital microenvironment of females exposed to chronic alcohol. Female rhesus macaques were treated with alcohol (n=6) or isocaloric sucrose (n=6) for 3 months and then inoculated with SIVmac251. To assess the effects of chronic alcohol on SIV disease and the genital microenvironment, we quantified plasma and genital SIV levels, measured inflammatory cells in genital fluids, and characterized microbial flora by gram stains over 10 weeks post-SIV infection. Following 3 months of alcohol/sucrose treatment, significant differences were observed in the vaginal microenvironment of alcohol-treated animals as compared to controls. Microbial flora of alcohol-treated animals had decreased levels of lactobacillus morphotypes and increased levels of gram-positive cocci relative to sucrose controls. Alcohol-treated animals were also more likely to have white blood cells in vaginal fluids prior to SIV inoculation, which persisted through viral set point. Similar levels of cell-free SIV were observed in plasma and vaginal fluids of both groups, but alcohol-treated animals had a higher incidence and levels of cell-associated SIV shed in vaginal secretions. Chronic alcohol treatment negatively impacts the genital microenvironment prior to and over the course of SIV infection and may increase the risk of genital virus shedding and transmission.
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Affiliation(s)
- Nisha Loganantharaj
- Department of Microbiology, Immunology, and Parasitology, Louisiana State University Health Sciences Center, New Orleans, Louisiana
| | - Whitney A. Nichols
- Department of Microbiology, Immunology, and Parasitology, Louisiana State University Health Sciences Center, New Orleans, Louisiana
| | - Gregory J. Bagby
- Department of Physiology, Louisiana State University Health Sciences Center, New Orleans, Louisiana
| | - Julia Volaufova
- Biostatistics Program, Louisiana State University Health Sciences Center, New Orleans, Louisiana
| | - Jason Dufour
- Division of Veterinary Medicine, Tulane National Primate Research Center, Covington, Louisiana
| | - David H. Martin
- Department of Internal Medicine, Louisiana State University Health Sciences Center, New Orleans, Louisiana
| | - Steve Nelson
- Department of Internal Medicine, Louisiana State University Health Sciences Center, New Orleans, Louisiana
| | - Angela M. Amedee
- Department of Microbiology, Immunology, and Parasitology, Louisiana State University Health Sciences Center, New Orleans, Louisiana
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98
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Herbeck JT, Mittler JE, Gottlieb GS, Mullins JI. An HIV epidemic model based on viral load dynamics: value in assessing empirical trends in HIV virulence and community viral load. PLoS Comput Biol 2014; 10:e1003673. [PMID: 24945322 PMCID: PMC4063664 DOI: 10.1371/journal.pcbi.1003673] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2013] [Accepted: 04/15/2014] [Indexed: 11/18/2022] Open
Abstract
Trends in HIV virulence have been monitored since the start of the AIDS pandemic, as studying HIV virulence informs our understanding of HIV epidemiology and pathogenesis. Here, we model changes in HIV virulence as a strictly evolutionary process, using set point viral load (SPVL) as a proxy, to make inferences about empirical SPVL trends from longitudinal HIV cohorts. We develop an agent-based epidemic model based on HIV viral load dynamics. The model contains functions for viral load and transmission, SPVL and disease progression, viral load trajectories in multiple stages of infection, and the heritability of SPVL across transmissions. We find that HIV virulence evolves to an intermediate level that balances infectiousness with longer infected lifespans, resulting in an optimal SPVL∼4.75 log10 viral RNA copies/mL. Adaptive viral evolution may explain observed HIV virulence trends: our model produces SPVL trends with magnitudes that are broadly similar to empirical trends. With regard to variation among studies in empirical SPVL trends, results from our model suggest that variation may be explained by the specific epidemic context, e.g. the mean SPVL of the founding lineage or the age of the epidemic; or improvements in HIV screening and diagnosis that results in sampling biases. We also use our model to examine trends in community viral load, a population-level measure of HIV viral load that is thought to reflect a population's overall transmission potential. We find that community viral load evolves in association with SPVL, in the absence of prevention programs such as antiretroviral therapy, and that the mean community viral load is not necessarily a strong predictor of HIV incidence.
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Affiliation(s)
- Joshua T. Herbeck
- Department of Microbiology, University of Washington, Seattle, Washington, United States of America
- * E-mail:
| | - John E. Mittler
- Department of Microbiology, University of Washington, Seattle, Washington, United States of America
| | - Geoffrey S. Gottlieb
- Department of Medicine, University of Washington, Seattle, Washington, United States of America
| | - James I. Mullins
- Department of Microbiology, University of Washington, Seattle, Washington, United States of America
- Department of Medicine, University of Washington, Seattle, Washington, United States of America
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99
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Castilho JL, Melekhin VV, Sterling TR. Sex differences in HIV outcomes in the highly active antiretroviral therapy era: a systematic review. AIDS Res Hum Retroviruses 2014; 30:446-56. [PMID: 24401107 DOI: 10.1089/aid.2013.0208] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
To assess sex disparities in AIDS clinical and laboratory outcomes in the highly active antiretroviral therapy (HAART) era we conducted a systematic review of the published literature on mortality, disease progression, and laboratory outcomes among persons living with HIV and starting HAART. We performed systematic PubMed and targeted bibliographic searches of observational studies published between January, 1998, and November, 2013, that included persons starting HAART and reported analyses of mortality, progression to AIDS, or virologic or immunologic treatment outcomes by sex. Risk ratios (relative risks, odd ratios, and hazard ratios) and 95% confidence intervals were obtained. Sixty-five articles were included in this review. Thirty-nine studies were from North America and Europe and 26 were from Latin America, Asia, and Africa. Forty-four studies (68%) showed no statistically significant difference in risk of mortality, progression to AIDS, or virologic or immunologic treatment outcomes by sex. Decreased risk of death among females compared to males was observed in 24 of the 25 articles that included mortality analyses [pooled risk ratio 0.72 (95% confidence interval=0.69-0.75)], and decreased risk of death or AIDS was observed in 9 of the 13 articles that examined the composite outcome [pooled risk ratio=0.91 (0.84-0.98)]. There was no significant effect of sex on the risk of progression to AIDS [pooled risk ratio=1.15 (0.99-1.31)]. In this systematic review, females starting HAART appeared to have improved survival compared to males. However, this benefit was not associated with decreased progression to either AIDS or to differences in virologic or immunologic treatment outcomes.
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Affiliation(s)
- Jessica L. Castilho
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Vlada V. Melekhin
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee
- Middle Tennessee Medical Center, Murfreesboro, Tennessee
| | - Timothy R. Sterling
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee
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Hodcroft E, Hadfield JD, Fearnhill E, Phillips A, Dunn D, O'Shea S, Pillay D, Leigh Brown AJ. The contribution of viral genotype to plasma viral set-point in HIV infection. PLoS Pathog 2014; 10:e1004112. [PMID: 24789308 PMCID: PMC4006911 DOI: 10.1371/journal.ppat.1004112] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2013] [Accepted: 03/22/2014] [Indexed: 12/24/2022] Open
Abstract
Disease progression in HIV-infected individuals varies greatly, and while the environmental and host factors influencing this variation have been widely investigated, the viral contribution to variation in set-point viral load, a predictor of disease progression, is less clear. Previous studies, using transmission-pairs and analysis of phylogenetic signal in small numbers of individuals, have produced a wide range of viral genetic effect estimates. Here we present a novel application of a population-scale method based in quantitative genetics to estimate the viral genetic effect on set-point viral load in the UK subtype B HIV-1 epidemic, based on a very large data set. Analyzing the initial viral load and associated pol sequence, both taken before anti-retroviral therapy, of 8,483 patients, we estimate the proportion of variance in viral load explained by viral genetic effects to be 5.7% (CI 2.8-8.6%). We also estimated the change in viral load over time due to selection on the virus and environmental effects to be a decline of 0.05 log10 copies/mL/year, in contrast to recent studies which suggested a reported small increase in viral load over the last 20 years might be due to evolutionary changes in the virus. Our results suggest that in the UK epidemic, subtype B has a small but significant viral genetic effect on viral load. By allowing the analysis of large sample sizes, we expect our approach to be applicable to the estimation of the genetic contribution to traits in many organisms.
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Affiliation(s)
- Emma Hodcroft
- Institute of Evolutionary Biology, University of Edinburgh, Ashworth Laboratories, Edinburgh, United Kingdom
| | - Jarrod D. Hadfield
- Institute of Evolutionary Biology, University of Edinburgh, Ashworth Laboratories, Edinburgh, United Kingdom
| | | | - Andrew Phillips
- Infection and Population Health, University College London, Royal Free Hospital, London, United Kingdom
| | - David Dunn
- MRC Clinical Trials Unit Aviation House, London, United Kingdom
| | - Siobhan O'Shea
- Department of Infectious Diseases, King's College London, London, United Kingdom
| | - Deenan Pillay
- Research Department of Infection, University College London, London, United Kingdom
| | - Andrew J. Leigh Brown
- Institute of Evolutionary Biology, University of Edinburgh, Ashworth Laboratories, Edinburgh, United Kingdom
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