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Hønge BL, Andersen MN, Petersen MS, Jespersen S, Medina C, Té DDS, Kjerulff B, Laursen AL, Møller HJ, Wejse C, Krarup H, Møller BK, Erikstrup C. Monocyte phenotype and extracellular vesicles in HIV-1, HIV-2, and HIV-1/2 dual infection. AIDS 2023; 37:1773-1781. [PMID: 37475710 DOI: 10.1097/qad.0000000000003660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/22/2023]
Abstract
OBJECTIVE AIDS-defining illness develops at higher CD4 + T-cell counts in individuals infected with HIV-2 compared with HIV-1-infected, which suggests that the two types of HIV may have different effects on other compartments of the immune system. We here investigate monocyte phenotype, activation and macrophage-derived extracellular vesicles in individuals with different HIV types. DESIGN Cross-sectional. METHODS ART-naive HIV-1 ( n = 83), HIV-2 ( n = 63), and HIV-1/2 dually positive ( n = 27) participants were recruited in Bissau, Guinea-Bissau, together with HIV-negative controls ( n = 26). Peripheral blood mononuclear cells (PBMCs) were isolated and analyzed by flow cytometry for monocyte phenotype and activation, and plasma was analyzed for extracellular vesicle forms of CD163 and CD206. RESULTS Compared with HIV-negative controls, all groups of HIV-positive participants had a skewed monocyte phenotype with a higher proportion of intermediate monocytes, increased CD163 expression and elevated serum levels of the inflammatory biomarkers soluble (s)CD163 and sCD206. HIV-2-positive participants had lower CD163 monocyte expression than HIV-1-positive participants, regardless of HIV RNA or CD4 + cell count. Levels of sCD206 extracellular vesicles were increased in all HIV groups, and higher in HIV-1 compared with HIV-2-positive participants. CONCLUSION The monocyte phenotype of HIV-2-positive participants deviated less from healthy controls than did HIV-1 participants. HIV-2-positive participants also had a lower concentration of extracellular CD206 vesicles compared with HIV-1-positive participants. This does not explain the difference in AIDS development.
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Affiliation(s)
- Bo L Hønge
- Bandim Health Project, Indepth Network, Bissau, Guinea-Bissau
- Department of Clinical Immunology
- Department of Infectious Diseases
| | - Morten N Andersen
- Department of Clinical Biochemistry, Aarhus University Hospital
- Department of Biomedicine, Aarhus University
- Department of Hematology, Aarhus University Hospital, Aarhus, Denmark
| | | | - Sanne Jespersen
- Bandim Health Project, Indepth Network, Bissau, Guinea-Bissau
- Department of Infectious Diseases
| | - Candida Medina
- National HIV Programme, Ministry of Health, Bissau, Guinea-Bissau
| | - David D S Té
- National HIV Programme, Ministry of Health, Bissau, Guinea-Bissau
| | | | | | - Holger J Møller
- Department of Clinical Biochemistry, Aarhus University Hospital
- Department of Clinical Medicine
| | - Christian Wejse
- Bandim Health Project, Indepth Network, Bissau, Guinea-Bissau
- Department of Infectious Diseases
- GloHAU, Center for Global Health, School of Public Health, Aarhus University
| | - Henrik Krarup
- Department of Molecular Diagnostics, Aalborg University Hospital
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
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Gorin EM, Lyons CE, Jarrett BA, Djalo MA, Barreto K, Drame FM, Baral S. Mobility and HIV vulnerabilities among female sex workers in Guinea-Bissau: findings from an integrated bio-behavioral survey. BMC Public Health 2023; 23:1856. [PMID: 37749506 PMCID: PMC10518914 DOI: 10.1186/s12889-023-16744-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 09/11/2023] [Indexed: 09/27/2023] Open
Abstract
BACKGROUND Mobility is an important risk determinant for HIV given the potential for intermittent access to HIV services. Mobility may be particularly relevant among female sex workers, (FSW) who have been shown to be at high risk for HIV in settings around the world. Data regarding the role mobility plays in exacerbating HIV risks among FSW across Sub-Saharan Africa remains limited, and data on FSW in Guinea-Bissau is sparse. METHODS FSW in four regions of Guinea-Bissau were recruited with a respondent-driven sampling (RDS) method and participated in an integrated bio-behavioral survey between September 27, 2017 and January 26, 2018. Associations between reported general mobility, mobility to or residence in Bissau, and social and HIV vulnerabilities among FSW in Guinea-Bissau were assessed using multivariable logistic regression models. Population proportions were weighted for RDS sampling, while logistic regression models were not. RESULTS Survey respondents included 323 individuals in Bissau, 45 in Bissorã, 140 in Bafatá, and 59 in Gabu. Statistical analyses demonstrated that mobility to more than one destination was significantly associated with recent sex without a condom (ie, sex without a condom within the last three sex acts) with both clients (aOR: 2.47 (95% CI: 1.08, 5.64)) and non-paying partners (aOR: 5.39 (95% CI: 2.61, 11.15)) compared to non-mobility. However, mobility to one or more locations was also associated with higher odds of receiving HIV prevention information, and mobility to more than one location was associated with participating in programming with HIV-related organizations. CONCLUSIONS These results suggest that while some prevention services including HIV prevention information reach mobile FSW in Guinea-Bissau more than their non-mobile counterparts, the higher rates of condomless sex among mobile FSW suggest that HIV prevention needs may remain unmet for mobile FSW in Guinea-Bissau. Additionally, the results suggest a nuanced relationship between mobility, place of residence, and HIV and social vulnerabilities and prevention indicators.
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Affiliation(s)
- Emma M Gorin
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St, Baltimore, MD, 21205, USA.
- Present address: Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, 722 W 168th St, New York, NY, 10032, USA.
| | - Carrie E Lyons
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St, Baltimore, MD, 21205, USA
| | - Brooke A Jarrett
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St, Baltimore, MD, 21205, USA
| | | | | | | | - Stefan Baral
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St, Baltimore, MD, 21205, USA
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Jensen MM, Byberg S, Jespersen S, Olesen JS, da Silva ZJ, Medina C, Krarup H, Wejse C, Erikstrup C, Hønge BL. The HIV care continuum of Guinea-Bissau; Progress towards the UNAIDS 90-90-90 targets for HIV-1 and HIV-2. Acta Trop 2023; 241:106887. [PMID: 36871618 DOI: 10.1016/j.actatropica.2023.106887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 02/01/2023] [Accepted: 03/01/2023] [Indexed: 03/07/2023]
Abstract
OBJECTIVE In the 2020 UNAIDS HIV treatment goals, 90% of people living with HIV (PLHIV) should be diagnosed, 90% of these should receive antiretroviral treatment (ART) and 90% of these should be virally suppressed. We aimed to evaluate whether Guinea-Bissau fulfills the 2020 treatment goals for both for HIV-1 and HIV-2. DESIGN By combining data from a general population survey, treatment records from HIV clinics across Guinea-Bissau and a biobank from patients attending the largest HIV clinics in Bissau, we estimated each column of the 90-90-90 cascade. METHOD 2601 participated in the survey and were used to estimate the proportion of PLHIV who knew their HIV status and the proportion of PLHIV on ART. Answers given in the survey was verified with treatment records from HIV clinics. We measured viral load from biobank materials from HIV patients and estimated the proportion of virally suppressed PLHIV. RESULT 19.1% of PLHIV indicated to be aware of their HIV status. Of these, 48.5% received ART, and 76.4% of these were virally suppressed. For HIV-1 and HIV-1/2 the results were 21.2%, 40.9% and 75.1%. For HIV-2 the results were 15.9%, 63.6% and 80.7%. 26.9% of all HIV-1 infected in the survey were virologically suppressed, indicating that a much higher number of HIV-1 infected were aware of their status and on treatment. CONCLUSION Guinea-Bissau lags severely behind both the global and regional progress. Improvement in both testing and treating HIV is necessary to improve the quality of care.
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Affiliation(s)
- Mads Mose Jensen
- Bandim Health Project, Indepth Network, Apartado 1081, Bissau Codex, Bissau 1004, Guinea-Bissau; Department of Clinical Immunology, Aarhus University Hospital, Skejby, Palle-Juul Jensen Blvd. 99, Aarhus N 8200, Denmark.
| | - Stine Byberg
- Bandim Health Project, Indepth Network, Apartado 1081, Bissau Codex, Bissau 1004, Guinea-Bissau; Bandim Health Project, University of Southern Denmark, Studiestræde 6, Copenhagen 1455, Denmark
| | - Sanne Jespersen
- Bandim Health Project, Indepth Network, Apartado 1081, Bissau Codex, Bissau 1004, Guinea-Bissau; Department of Infectious Diseases, Aarhus University Hospital, Palle-Juul Jensen Blvd. 99, Aarhus N 8200, Denmark
| | - Jens Steen Olesen
- Bandim Health Project, Indepth Network, Apartado 1081, Bissau Codex, Bissau 1004, Guinea-Bissau; Department of Infectious Diseases, Aarhus University Hospital, Palle-Juul Jensen Blvd. 99, Aarhus N 8200, Denmark
| | | | - Candida Medina
- National HIV Programme, Ministry of Health, Bissau, Guinea-Bissau
| | - Henrik Krarup
- Department of Molecular Diagnostics, Aalborg University Hospital, Reberbansgade 15, Aalborg 9000, Denmark; Department of Clinical Medicine, Aalborg University, Søndre Skovvej 15, Aalborg 9000, Denmark
| | - Christian Wejse
- Bandim Health Project, Indepth Network, Apartado 1081, Bissau Codex, Bissau 1004, Guinea-Bissau; GloHAU, Center for Global Health, School of Public Health, Aarhus University Hospital, Nordre Ringgade 1, Aarhus C 8000, Denmark
| | - Christian Erikstrup
- Department of Clinical Immunology, Aarhus University Hospital, Skejby, Palle-Juul Jensen Blvd. 99, Aarhus N 8200, Denmark
| | - Bo Langhoff Hønge
- Bandim Health Project, Indepth Network, Apartado 1081, Bissau Codex, Bissau 1004, Guinea-Bissau; Department of Clinical Immunology, Aarhus University Hospital, Skejby, Palle-Juul Jensen Blvd. 99, Aarhus N 8200, Denmark; Department of Infectious Diseases, Aarhus University Hospital, Palle-Juul Jensen Blvd. 99, Aarhus N 8200, Denmark
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Grosso A, Berg L, Rucinski K, Rao A, Djaló MA, Diouf D, Baral S. Sexual and Reproductive Health Service Needs Associated with Underage Initiation of Selling Sex among Adult Female Sex Workers in Guinea-Bissau. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:12715. [PMID: 36232014 PMCID: PMC9566000 DOI: 10.3390/ijerph191912715] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Revised: 09/21/2022] [Accepted: 09/27/2022] [Indexed: 06/16/2023]
Abstract
OBJECTIVE To assess the prevalence and predictors of underage initiation of selling sex among female sex workers (FSW) in Guinea-Bissau. METHODS 505 adult FSW recruited using respondent-driven sampling were surveyed in 2017. Multivariable logistic regression was used to identify demographic, behavioral, and psychosocial characteristics associated with initiation of selling sex while underage (<18 years). RESULTS A total of 26.3% (133/505) of FSW started selling sex before age 18. Underage initiation of selling sex was associated with experiencing forced sex before age 18 (adjusted odds ratio (aOR): 6.74; 95% confidence interval (CI): 2.05-22.13), and never being tested for HIV (aOR: 0.43; 95% CI: 0.20-0.91). Despite having lower odds of wanting to have children or more children (aOR: 0.31; 95% CI: 0.17-0.56), FSW who started selling sex while underage had lower odds of using highly effective contraception such as implants (aOR: 0.43; 95% CI: 0.24-0.77). Among those who were ever pregnant, a lower percentage of FSW who started selling sex while underage accessed antenatal care (56.6% vs. 74.7%, p = 0.008). CONCLUSIONS These data suggest that early initiation of selling sex among adult FSW in Guinea-Bissau is common. Social services for youth and integrated HIV and reproductive health services are critical to address the persisting sexual and reproductive health needs of FSW who started selling sex while underage.
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Affiliation(s)
- Ashley Grosso
- Department of Urban-Global Public Health, Rutgers School of Public Health, Newark, NJ 07102, USA
- Center for Population Behavioral Health, Rutgers Institute for Health, Health Care Policy and Aging Research, New Brunswick, NJ 08901, USA
| | - Lindsay Berg
- Center for Population Behavioral Health, Rutgers Institute for Health, Health Care Policy and Aging Research, New Brunswick, NJ 08901, USA
| | - Katherine Rucinski
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
| | - Amrita Rao
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
| | | | | | - Stefan Baral
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
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Arimide DA, Amogne MD, Kebede Y, Balcha TT, Adugna F, Ramos A, DeVos J, Zeh C, Agardh A, Chang JCW, Björkman P, Medstrand P. High Level of HIV Drug Resistance and Virologic Nonsuppression Among Female Sex Workers in Ethiopia: A Nationwide Cross-Sectional Study. J Acquir Immune Defic Syndr 2022; 89:566-574. [PMID: 34966147 PMCID: PMC9058170 DOI: 10.1097/qai.0000000000002908] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Accepted: 12/20/2021] [Indexed: 11/27/2022]
Abstract
OBJECTIVE To determine viral load (VL) nonsuppression (VLN) rates, HIV drug resistance (HIVDR) prevalence, and associated factors among female sex workers (FSWs) in Ethiopia. METHODS A cross-sectional biobehavioral survey was conducted among FSWs in 11 cities in Ethiopia in 2014. Whole blood was collected, and HIVDR genotyping was performed. Logistic regression analysis was performed to identify factors associated with VLN and HIVDR. RESULTS Among 4900 participants, 1172 (23.9%) were HIV-positive and 1154 (98.5%) had a VL result. Participants were categorized into antiretroviral therapy (ART) (n = 239) and ART-naive (n = 915) groups based on self-report. From the 521 specimens (ART, 59; ART-naive, 462) with VL ≥1000 copies/mL, genotyping was successful for 420 (80.6%) and 92 (21.9%) had drug resistance mutations (DRMs). Pretreatment drug resistance (PDR) was detected in 16.5% (63/381) of the ART-naive participants. Nucleoside reverse transcriptase inhibitor (NRTI), non-NRTIs (NNRTIs), and dual-class DRMs were detected in 40 (10.5%), 55 (14.4%), and 35 (9.2%) of the participants, respectively. Among 239 participants on ART, 59 (24.7%) had VLN. Genotyping was successfully performed for 39 (66.1%). DRMs were detected in 29 (74.4%). All 29 had NNRTI, 23 (79.3%) had NRTI or dual-class DRMs. VLN was associated with age 35 years or older, CD4+ T-cell count <350 cells/mm3, and being forced into selling sex. PDR and acquired drug resistance were associated with CD4+ T-cell count <350 cells/mm3 (P < 0.001). CONCLUSIONS The high VLN and HIVDR rates among FSWs underscore the need for targeted interventions to improve ART access and virologic monitoring to maximize the benefit of ART and limit the spread of HIV and HIVDR.
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Affiliation(s)
- Dawit Assefa Arimide
- Department of Translational Medicine, Lund University, Malmo, Sweden
- TB/HIV Department, Ethiopian Public Health Institute, Addis Ababa, Ethiopia
| | - Minilik Demissie Amogne
- TB/HIV Department, Ethiopian Public Health Institute, Addis Ababa, Ethiopia
- Department of Clinical Sciences, Lund University, Malmo, Sweden
| | - Yenew Kebede
- Africa Centre for Disease Prevention and Control, Africa Union Commission, Addis Ababa, Ethiopia
| | - Taye T. Balcha
- Department of Translational Medicine, Lund University, Malmo, Sweden
| | - Fekadu Adugna
- NPO - HIV/AIDS, World Health Organization, Addis Ababa, Ethiopia
| | - Artur Ramos
- Division of Global HIV & TB, Center for Global Health, Center for Disease Control and Prevention, Atlanta, GA USA
| | - Joshua DeVos
- Division of Global HIV & TB, Center for Global Health, Center for Disease Control and Prevention, Atlanta, GA USA
| | - Clement Zeh
- Division of Global HIV & TB, Center for Global Health, Center for Disease Control and Prevention, Atlanta, GA USA
| | - Anette Agardh
- Department of Clinical Sciences, Lund University, Malmo, Sweden
| | - Joy Chih-Wei Chang
- Division of Global HIV & TB, Center for Global Health, Center for Disease Control and Prevention, Atlanta, GA USA
| | - Per Björkman
- Department of Translational Medicine, Lund University, Malmo, Sweden
| | - Patrik Medstrand
- Department of Translational Medicine, Lund University, Malmo, Sweden
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Musema GMA, Akilimali PZ, za Balega TKN, Tshala-Katumbay D, Lusamba PSD. Predictive Factors of HIV-1 Drug Resistance and Its Distribution among Female Sex Workers in the Democratic Republic of the Congo (DRC). INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19042021. [PMID: 35206211 PMCID: PMC8872192 DOI: 10.3390/ijerph19042021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 02/01/2022] [Accepted: 02/07/2022] [Indexed: 01/27/2023]
Abstract
The predictive factors of HIV-1 drug resistance and its distribution are poorly documented in female sex workers (FSWs) in the Democratic Republic of the Congo (DRC). However, the identification of predictive factors can lead to the development of improved and effective antiretroviral therapy (ART). The objective of the current study was to determine the predictive factors of HIV-1 drug resistance and its distribution based on FSWs in the studied regions in the Democratic Republic of the Congo (DRC). HIV-positive FSWs who were diagnosed as part of the DRC Integrated Biological and Behavioral Surveillance Survey (IBBS) were included in this study. A total of 325 FSWs participated. The HIV-1 viral load (VL) was measured according to the Abbott m2000sp and m2000rt protocols. The homogeneity chi-square test was conducted to determine the homogeneity of HIV-1 drug resistance distribution. Using a significance level of 0.05, multivariate analyses were performed to identify factors associated with HIV-1 drug resistance to ART. HIV drug resistance mutation (HIVDRM) distribution was homogeneous in the three study regions (p = 0.554) but differed based on the HIV-1 VLs of the FSWs. FSWs with high HIV-1 VLs harbored more HIVDRMs (p = 0.028) of predominantly pure HIV-1 strains compared with those that had low HIV-1 VLs. Sexually transmitted infection (STI) history (aOR [95%CI] = 8.51 [1.62, 44.74]), high HIV-1 VLs (aOR [95%CI] = 5.39 [1.09, 26.74]), and HIV-1-syphilis coinfection (aOR [95%CI] = 9.71 [1.84, 51.27]) were associated with HIV drug resistance among FSWs in the DRC. A history of STIs (e.g., abnormal fluid) in the 12 months prior to the survey, a high HIV-1 VL, and HIV-1-syphilis coinfection were associated with HIV-1 drug resistance among FSWs in the DRC. Efforts should be made to systematically test for other infections which increase the HIV-1 VL, in the case of HIV-1 coinfection, in order to maintain ART effectiveness across the DRC.
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Affiliation(s)
- Godefroid Mulakilwa Ali Musema
- Kinshasa School of Public Health, University of Kinshasa, Kinshasa P.O. Box 11850, Democratic Republic of the Congo; (G.M.A.M.); (P.-S.D.L.)
| | - Pierre Zalagile Akilimali
- Kinshasa School of Public Health, University of Kinshasa, Kinshasa P.O. Box 11850, Democratic Republic of the Congo; (G.M.A.M.); (P.-S.D.L.)
- Correspondence: ; Tel.: +24-38-1580-0288
| | | | - Désiré Tshala-Katumbay
- Department of Neurology, School of Medicine and School of Public Health, Oregon Health & Science University, Portland, OR 97239, USA;
- Department of Neurology, School of Medicine, University of Kinshasa, Kinshasa P.O. Box 11850, Democratic Republic of the Congo
- Institut National de Recherches Biomédicales, Kinshasa P.O. Box 11850, Democratic Republic of the Congo
| | - Paul-Samson Dikasa Lusamba
- Kinshasa School of Public Health, University of Kinshasa, Kinshasa P.O. Box 11850, Democratic Republic of the Congo; (G.M.A.M.); (P.-S.D.L.)
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7
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Jani C, Patel K, Walker A, Singh H, Al Omari O, Crowley C, Marshall DC, Goodall R, Rupal A, Salciccioli JD, Shalhoub J. Trends of HIV Mortality between 2001 and 2018: An Observational Analysis. Trop Med Infect Dis 2021; 6:173. [PMID: 34698297 PMCID: PMC8544718 DOI: 10.3390/tropicalmed6040173] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 09/12/2021] [Accepted: 09/14/2021] [Indexed: 01/05/2023] Open
Abstract
Since the beginning of the epidemic in the early 1980s, HIV-related illnesses have led to the deaths of over 32.7 million individuals. The objective of this study was to describe current mortality rates for HIV through an observational analysis of HIV mortality data from 2001 to 2018 from the World Health Organization (WHO) Mortality Database. We computed age-standardized death rates (ASDRs) per 100,000 people using the World Standard Population. We plotted trends using locally weighted scatterplot smoothing (LOWESS). Data for females were available for 42 countries. In total, 31/48 (64.60%) and 25/42 (59.52%) countries showed decreases in mortality in males and females, respectively. South Africa had the highest ASDRs for both males (467.7/100,000) and females (391.1/100,000). The lowest mortalities were noted in Egypt for males (0.2/100,000) and in Japan for females (0.01/100,000). Kyrgyzstan had the greatest increase in mortality for males (+6998.6%). Estonia had the greatest increase in mortality for females (+5877.56%). The disparity between Egypt (the lowest) and South Africa (the highest) was 3042-fold for males. Between Japan and South Africa, the disparity was 43,454-fold for females. Although there was a decrease in mortality attributed to HIV among most of the countries studied, a rising trend remained in a number of developing countries.
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Affiliation(s)
- Chinmay Jani
- Department of Medicine, Mount Auburn Hospital/Beth Israel Lahey Health, Cambridge, MA 02138, USA; (A.W.); (O.A.O.); (A.R.)
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA;
- Medical Data Research Collaborative, London W2 1NY, UK; (H.S.); (C.C.); (D.C.M.); (R.G.); (J.S.)
| | - Kripa Patel
- Smt NHL Municipal Medical College, Ahmedabad 380006, Gujarat, India;
| | - Alexander Walker
- Department of Medicine, Mount Auburn Hospital/Beth Israel Lahey Health, Cambridge, MA 02138, USA; (A.W.); (O.A.O.); (A.R.)
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA;
- Medical Data Research Collaborative, London W2 1NY, UK; (H.S.); (C.C.); (D.C.M.); (R.G.); (J.S.)
| | - Harpreet Singh
- Medical Data Research Collaborative, London W2 1NY, UK; (H.S.); (C.C.); (D.C.M.); (R.G.); (J.S.)
- Division of Pulmonary and Critical Care, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Omar Al Omari
- Department of Medicine, Mount Auburn Hospital/Beth Israel Lahey Health, Cambridge, MA 02138, USA; (A.W.); (O.A.O.); (A.R.)
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA;
- Medical Data Research Collaborative, London W2 1NY, UK; (H.S.); (C.C.); (D.C.M.); (R.G.); (J.S.)
| | - Conor Crowley
- Medical Data Research Collaborative, London W2 1NY, UK; (H.S.); (C.C.); (D.C.M.); (R.G.); (J.S.)
- Division of Pulmonary and Critical Care, Lahey Hospital, Burlington, MA 01805, USA
| | - Dominic C. Marshall
- Medical Data Research Collaborative, London W2 1NY, UK; (H.S.); (C.C.); (D.C.M.); (R.G.); (J.S.)
- National Heart and Lung Institute, Imperial College London, London SW3 6LY, UK
| | - Richard Goodall
- Medical Data Research Collaborative, London W2 1NY, UK; (H.S.); (C.C.); (D.C.M.); (R.G.); (J.S.)
- Department of Surgery and Cancer, Imperial College London, London SW7 5NH, UK
| | - Arashdeep Rupal
- Department of Medicine, Mount Auburn Hospital/Beth Israel Lahey Health, Cambridge, MA 02138, USA; (A.W.); (O.A.O.); (A.R.)
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA;
- Medical Data Research Collaborative, London W2 1NY, UK; (H.S.); (C.C.); (D.C.M.); (R.G.); (J.S.)
| | - Justin D. Salciccioli
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA;
- Medical Data Research Collaborative, London W2 1NY, UK; (H.S.); (C.C.); (D.C.M.); (R.G.); (J.S.)
- Division of Pulmonary and Critical Care, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Joseph Shalhoub
- Medical Data Research Collaborative, London W2 1NY, UK; (H.S.); (C.C.); (D.C.M.); (R.G.); (J.S.)
- Department of Surgery and Cancer, Imperial College London, London SW7 5NH, UK
- Imperial Vascular Unit, Imperial College Healthcare NHS Trust, London W2 1NY, UK
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