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Neufeld B, Munyuza C, Reimer A, Capiña R, Lee ER, Becker M, Sandstrom P, Ji H, Cholette F. A validated in-house assay for HIV drug resistance mutation surveillance from dried blood spot specimens. J Virol Methods 2024; 327:114939. [PMID: 38604585 DOI: 10.1016/j.jviromet.2024.114939] [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: 08/10/2023] [Revised: 03/28/2024] [Accepted: 04/05/2024] [Indexed: 04/13/2024]
Abstract
Despite increasing scale-up of antiretroviral therapy (ART) coverage, challenges related to adherence and HIV drug resistance (HIVDR) remain. The high cost of HIVDR surveillance is a persistent challenge with implementation in resource-constrained settings. Dried blood spot (DBS) specimens have been demonstrated to be a feasible alternative to plasma or serum for HIVDR genotyping and are more suitable for lower resource settings. There is a need for affordable HIVDR genotyping assays which can amplify HIV-1 sequences from DBS specimens, particularly those with low viral loads, at a low cost. Here, we present an in-house assay capable of reliably amplifying HIV-1 protease and partial reverse transcriptase genes from DBS specimens, which covers the complete World Health Organization 2009 list of drug resistance mutations under surveillance. DBS specimens were prepared using whole blood spiked with HIV-1 at concentrations of 10,000, 5000, 1000, and 500 copies/mL (n=30 for each concentration). Specimens were tested in triplicate. A two-step approach was used consisting of cDNA synthesis followed by nested PCR. The limit of detection of the assay was calculated to be approximately 5000 (95% CI: 3200-10,700) copies/mL for the protease gene and 3600 (95% CI: 2200-10,000) copies/mL for reverse transcriptase. The assay was observed to be most sensitive with higher viral load specimens (97.8% [95% CI: 92.2-99.7]) for both protease and reverse transcriptase at 10,000 copies/mL with performance decreasing with the use of specimens with lower viral loads (46.7% [36.1-57.5] and 60.0% [49.1-70.2] at 500 copies/mL for protease and reverse transcriptase, respectively). Ultimately, this assay presents a promising opportunity for use in resource-constrained settings. Future work should involve validation under field conditions including sub-optimal storage conditions and preparation of DBS with fingerprick blood in order to accurately reflect real-world collection scenarios.
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Affiliation(s)
- Bronwyn Neufeld
- National Sexually Transmitted and Blood-Borne Infections Laboratory, J.C. Wilt Infectious Diseases Research Centre at the National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada.
| | - Chantal Munyuza
- National Sexually Transmitted and Blood-Borne Infections Laboratory, J.C. Wilt Infectious Diseases Research Centre at the National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada
| | - Alexandria Reimer
- National Sexually Transmitted and Blood-Borne Infections Laboratory, J.C. Wilt Infectious Diseases Research Centre at the National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada
| | - Rupert Capiña
- National Sexually Transmitted and Blood-Borne Infections Laboratory, J.C. Wilt Infectious Diseases Research Centre at the National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada
| | - Emma R Lee
- National Sexually Transmitted and Blood-Borne Infections Laboratory, J.C. Wilt Infectious Diseases Research Centre at the National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada
| | - Marissa Becker
- Department of Medical Microbiology and Infectious Diseases, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada; Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Paul Sandstrom
- National Sexually Transmitted and Blood-Borne Infections Laboratory, J.C. Wilt Infectious Diseases Research Centre at the National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada
| | - Hezhao Ji
- National Sexually Transmitted and Blood-Borne Infections Laboratory, J.C. Wilt Infectious Diseases Research Centre at the National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada; Department of Medical Microbiology and Infectious Diseases, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada
| | - François Cholette
- National Sexually Transmitted and Blood-Borne Infections Laboratory, J.C. Wilt Infectious Diseases Research Centre at the National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada; Department of Medical Microbiology and Infectious Diseases, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada
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Jordan AE, Cleland CM, Schackman BR, Wyka K, Perlman DC, Nash D. Hepatitis C Virus (HCV) Care Continuum Outcomes and HCV Community Viral Loads Among Patients in an Opioid Treatment Program. J Infect Dis 2021; 222:S335-S345. [PMID: 32877560 DOI: 10.1093/infdis/jiz686] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Hepatitis C virus (HCV) remains endemic among people who use drugs (PWUD). Measures of HCV community viral load (CVL) and HCV care continuum outcomes may be valuable for ascertaining unmet treatment need and for HCV surveillance and control. METHODS Data from patients in an opioid treatment program during 2013-2016 were used to (1) identify proportions of antibody and viral load (VL) tested, linked-to-care, and treated, in 2013-2014 and 2015-2016, and pre- and postimplementation of qualitative reflex VL testing; (2) calculate engaged-in-care HCV CVL and "documented" and "estimated" unmet treatment need; and (3) examine factors associated with linkage-to-HCV-care. RESULTS Among 11 267 patients, proportions of HCV antibody tested (52.5% in 2013-2014 vs 73.3% in 2015-2016), linked-to-HCV-care (15.7% vs 51.8%), and treated (12.0% vs 44.7%) all increased significantly. Hispanic ethnicity was associated with less linkage-to-care, and Manhattan residence was associated with improved linkage-to-care. The overall engaged-in-care HCV CVL was 4 351 079 copies/mL (standard deviation = 7 149 888); local HCV CVLs varied by subgroup and geography. Documented and estimated unmet treatment need decreased but remained high. CONCLUSIONS After qualitative reflex VL testing was implemented, care continuum outcomes improved, but gaps remained. High rates of unmet treatment need suggest that control of the HCV epidemic among PWUD will require expansion of HCV treatment coverage.
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Affiliation(s)
- Ashly E Jordan
- Graduate School of Public Health and Health Policy, City University of New York, New York, New York, USA.,Center for Drug Use and HIV Research (multi-institutional), New York, New York, USA.,Behavioral Science Training Program in Drug Abuse Research, New York University, New York, New York, USA
| | - Charles M Cleland
- Center for Drug Use and HIV Research (multi-institutional), New York, New York, USA.,Division of Biostatistics, Department of Population Health, New York University School of Medicine, New York, New York, USA
| | - Bruce R Schackman
- Department of Healthcare Policy & Research, Weill Cornell Medicine, New York, New York, USA
| | - Katarzyna Wyka
- Graduate School of Public Health and Health Policy, City University of New York, New York, New York, USA
| | - David C Perlman
- Center for Drug Use and HIV Research (multi-institutional), New York, New York, USA.,Division of Infectious Diseases, Mount Sinai Beth Israel, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Denis Nash
- Graduate School of Public Health and Health Policy, City University of New York, New York, New York, USA
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Jordan AE, Cleland CM, Wyka K, Schackman BR, Perlman DC, Nash D. Hepatitis C Virus Incidence in a Cohort in Medication-Assisted Treatment for Opioid Use Disorder in New York City. J Infect Dis 2021; 222:S322-S334. [PMID: 32877567 DOI: 10.1093/infdis/jiz659] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Hepatitis C virus (HCV) incidence has increased in the worsening opioid epidemic. We examined the HCV preventive efficacy of medication-assisted treatment (MAT), and geographic variation in HCV community viral load (CVL) and its association with HCV incidence. METHODS HCV incidence was directly measured in an open cohort of patients in a MAT program in New York City between 1 January 2013 and 31 December 2016. Area-level HCV CVL was calculated. Associations of individual-level factors, and of HCV CVL, with HCV incidence were examined in separate analyses. RESULTS Among 8352 patients, HCV prevalence was 48.7%. Among 2535 patients seronegative at first antibody test, HCV incidence was 2.25/100 person-years of observation (PYO). Incidence was 6.70/100 PYO among those reporting main drug use by injection. Female gender, drug injection, and lower MAT retention were significantly associated with higher incidence rate ratios. Female gender, drug injection, and methadone doses <60 mg were independently associated with shorter time to HCV seroconversion. HCV CVLs varied significantly by geographic area. CONCLUSIONS HCV incidence was higher among those with lower MAT retention and was lower among those receiving higher methadone doses, suggesting the need to ensure high MAT retention, adequate doses, and increased HCV prevention and treatment engagement. HCV CVLs vary geographically and merit further study as predictors of HCV incidence.
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Affiliation(s)
- Ashly E Jordan
- Graduate School of Public Health and Health Policy, City University of New York, New York, New York, USA.,Center for Drug Use and HIV Research, New York, New York, USA.,Behavioral Science Training Program in Drug Abuse Research, New York University, New York, New York, USA
| | - Charles M Cleland
- Center for Drug Use and HIV Research, New York, New York, USA.,Division of Biostatistics, Department of Population Health, New York University School of Medicine, New York, New York, USA
| | - Katarzyna Wyka
- Graduate School of Public Health and Health Policy, City University of New York, New York, New York, USA
| | - Bruce R Schackman
- Department of Healthcare Policy and Research, Weill Cornell Medicine, New York, New York, USA
| | - David C Perlman
- Center for Drug Use and HIV Research, New York, New York, USA.,Division of Infectious Diseases, Mount Sinai Beth Israel, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Denis Nash
- Graduate School of Public Health and Health Policy, City University of New York, New York, New York, USA
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Card KG, Lachowsky NJ, Althoff KN, Schafer K, Hogg RS, Montaner JSG. A systematic review of the geospatial barriers to antiretroviral initiation, adherence and viral suppression among people living with HIV. Sex Health 2020; 16:1-17. [PMID: 30409243 DOI: 10.1071/sh18104] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2017] [Accepted: 07/04/2018] [Indexed: 11/23/2022]
Abstract
Background With the emergence of antiretroviral therapy (ART), Treatment as Prevention (TasP) has become the cornerstone of both HIV clinical care and HIV prevention. However, despite the efficacy of treatment-based programs and policies, structural barriers to ART initiation, adherence and viral suppression have the potential to reduce TasP effectiveness. These barriers have been studied using Geographic Information Systems (GIS). While previous reviews have examined the use of GIS for HIV testing - an essential antecedent to clinical care - to date, no reviews have summarised the research with respect to other ART-related outcomes. METHODS Therefore, the present review leveraged the PubMed database to identify studies that leveraged GIS to examine the barriers to ART initiation, adherence and viral suppression, with the overall goal of understanding how GIS has been used (and might continue to be used) to better study TasP outcomes. Joanna Briggs Institute criteria were used for the critical appraisal of included studies. RESULTS In total, 33 relevant studies were identified, excluding those not utilising explicit GIS methodology or not examining TasP-related outcomes. CONCLUSIONS Findings highlight geospatial variation in ART success and inequitable distribution of HIV care in racially segregated, economically disadvantaged, and, by some accounts, increasingly rural areas - particularly in the United States. Furthermore, this review highlights the utility and current limitations of using GIS to monitor health outcomes related to ART and the need for careful planning of resources with respect to the geospatial movement and location of people living with HIV (PLWH).
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Affiliation(s)
- Kiffer G Card
- Faculty of Health Science, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Nathan J Lachowsky
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Keri N Althoff
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Katherine Schafer
- Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
| | - Robert S Hogg
- Faculty of Health Science, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Julio S G Montaner
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
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5
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Jordan AE, Perlman DC, Cleland CM, Wyka K, Schackman BR, Nash D. Community viral load and hepatitis C virus infection: Community viral load measures to aid public health treatment efforts and program evaluation. J Clin Virol 2020; 124:104285. [PMID: 32007842 PMCID: PMC7195813 DOI: 10.1016/j.jcv.2020.104285] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2019] [Revised: 01/23/2020] [Accepted: 01/27/2020] [Indexed: 12/16/2022]
Abstract
BACKGROUND Hepatitis C virus (HCV) infection is the most prevalent blood-borne infection and causes more deaths than any other infectious disease in the US. Incident HCV infection in the US increased nearly 300 % between 2010 and 2015, Community viral load (CVL) measures have been developed for HIV to measure both transmission risk and treatment engagement in programs or areas. OBJECTIVE This paper presents a systematic review exploring the published literature on CVL constructs applied to HCV epidemiology and proposes novel CVL measures for HCV. STUDY DESIGN AND SETTING A systematic review was conducted of electronic databases; the search sought to identify published literature on HCV which discussed or applied CVL measures to HCV epidemiology. Novel CVL measures were constructed to apply to HCV. RESULTS No reports examining quantitative measures of HCV CVL were identified. Using the HIV CVL literature and the specific characteristics of HCV epidemiology, five HCV CVL measures are proposed. Narrower measures focusing on those engaged-in-care may be useful for program evaluation and broader measures including undiagnosed people may be useful for surveillance of HCV transmission potential. CONCLUSION Despite their potential value, CVL constructs have not yet formally been developed and applied to HCV epidemiology. The CVL measures proposed here could serve as valuable HCV program and surveillance measures. There is a need for informative surveillance measures to enhance policy and public health responses to achieve HCV control. Further study of these proposed HCV CVL measures to HCV epidemiology is warranted.
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Affiliation(s)
- Ashly E Jordan
- Graduate School of Public Health and Health Policy, City University of New York, 55 West 125th St, Floor 6, New York, NY 10027, United States; Center for Drug Use and HIV Research, New York, NY, United States; Behavioral Science Training Program in Substance Abuse Research, 380 Second Avenue, Suite 306, New York, NY 10010, United States.
| | - David C Perlman
- Center for Drug Use and HIV Research, New York, NY, United States; Division of Infectious Diseases, Mount Sinai Beth Israel, Icahn School of Medicine at Mount Sinai, 350 East 17th St, Floor 19, New York, NY 10003, United States
| | - Charles M Cleland
- Center for Drug Use and HIV Research, New York, NY, United States; Division of Biostatistics, Department of Population Health, New York University School of Medicine, 180 Madison Avenue, 17-51, New York, NY 10016, United States
| | - Katarzyna Wyka
- Graduate School of Public Health and Health Policy, City University of New York, 55 West 125th St, Floor 6, New York, NY 10027, United States
| | - Bruce R Schackman
- Department of Healthcare Policy & Research, Weill Cornell Medicine, 425 East 61st Street, Suite 301, New York, NY 10065, United States
| | - Denis Nash
- Graduate School of Public Health and Health Policy, City University of New York, 55 West 125th St, Floor 6, New York, NY 10027, United States
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Schwartz SR, Kavanagh MM, Sugarman J, Solomon SS, Njindam IM, Rebe K, Quinn TC, Toure-Kane C, Beyrer C, Baral S. HIV viral load monitoring among key populations in low- and middle-income countries: challenges and opportunities. J Int AIDS Soc 2018; 20 Suppl 7. [PMID: 29171178 PMCID: PMC5978693 DOI: 10.1002/jia2.25003] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2017] [Revised: 08/21/2017] [Accepted: 08/21/2017] [Indexed: 11/08/2022] Open
Abstract
Introduction Key populations bear a disproportionate HIV burden and have substantial unmet treatment needs. Routine viral load monitoring represents the gold standard for assessing treatment response at the individual and programme levels; at the population‐level, community viral load is a metric of HIV programme effectiveness and can identify “hotspots” of HIV transmission. Nevertheless, there are specific implementation and ethical challenges to effectively operationalize and meaningfully interpret viral load data at the community level among these often marginalized populations. Discussion Viral load monitoring enhances HIV treatment, and programme evaluation, and offers a better understanding of HIV surveillance and epidemic trends. Programmatically, viral load monitoring can provide data related to HIV service delivery coverage and quality, as well as inequities in treatment access and uptake. From a population perspective, community viral load data provides information on HIV transmission risk. Furthermore, viral load data can be used as an advocacy tool to demonstrate differences in service delivery and to promote allocation of resources to disproportionately affected key populations and communities with suboptimal health outcomes. However, in order to perform viral load monitoring for individual and programme benefit, health surveillance and advocacy purposes, careful consideration must be given to how such key population programmes are designed and implemented. For example, HIV risk factors, such as particular sex practices, sex work and drug use, are stigmatized or even criminalized in many contexts. Consequently, efforts must be taken so that routine viral load monitoring among marginalized populations does not cause inadvertent harm. Furthermore, given the challenges of reaching representative samples of key populations, significant attention to meaningful recruitment, decentralization of care and interpretation of results is needed. Finally, improving the interoperability of health systems through judicious use of biometrics or identifiers when confidentiality can be maintained is important to generate more valuable data to inform monitoring programmes. Conclusions Opportunities for expanded viral load monitoring could and should benefit all those affected by HIV, including key populations. The promise of the increasing routinization of viral load monitoring as a tool to advance HIV treatment equity is great and should be prioritized and appropriately implemented within key population programmatic and research agendas.
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Affiliation(s)
- Sheree R Schwartz
- Department of Epidemiology, Center for Public Health and Human Rights, Johns Hopkins School of Public Health, Baltimore, MD, USA
| | - Matthew M Kavanagh
- Center for Public Health Initiatives, University of Pennsylvania, Philadelphia, PA, USA.,O'Neill Institute for National and Global Health Law, Georgetown University, Washington, DC, USA
| | - Jeremy Sugarman
- Berman Institute of Bioethics, Johns Hopkins University, Baltimore, MD, USA
| | - Sunil S Solomon
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Illiassou M Njindam
- Department of Epidemiology, Center for Public Health and Human Rights, Johns Hopkins School of Public Health, Baltimore, MD, USA
| | - Kevin Rebe
- Anova Health Institute, Cape Town, South Africa
| | - Thomas C Quinn
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA.,Division of Intramural Research, National Institutes of Health, National Institute of Allergy and Infectious Diseases, Bethesda, MD, USA
| | - Coumba Toure-Kane
- Department of Bacteriology and Virology, CHU Le Dantec, Dakar, Senegal
| | - Chris Beyrer
- Department of Epidemiology, Center for Public Health and Human Rights, Johns Hopkins School of Public Health, Baltimore, MD, USA
| | - Stefan Baral
- Department of Epidemiology, Center for Public Health and Human Rights, Johns Hopkins School of Public Health, Baltimore, MD, USA
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He L, Yang J, Ma Q, Zhang J, Xu Y, Xia Y, Chen W, Wang H, Zheng J, Jiang J, Luo Y, Xu K, Zhang X, Xia S, Pan X. Reduction in HIV community viral loads following the implementation of a "Treatment as Prevention" strategy over 2 years at a population-level among men who have sex with men in Hangzhou, China. BMC Infect Dis 2018; 18:62. [PMID: 29390979 PMCID: PMC5796494 DOI: 10.1186/s12879-017-2927-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2017] [Accepted: 12/17/2017] [Indexed: 11/11/2022] Open
Abstract
Background Previous studies have shown that the increased coverage of antiretroviral therapy (ART) could reduce the community viral load (CVL) and reduce the occurrence of new HIV infections. However, the impact on the reduction of HIV transmission among men who have sex with men (MSM) is much less certain. The frequency of HIV infections in MSM have been rapidly increasing in recent years in Hangzhou, China. The “Treatment as Prevention” strategy was implemented at a population-level for HIV-infected MSM from January 2014 to June 2016 in Hangzhou; it aimed to increase the ART coverage, reduce the CVL, and reduce HIV transmission. Methods We investigated a subset of MSM diagnosed with HIV pre- and post-implementation of the strategy, using random sampling methods. Viral load (VL) testing was performed for all enrolled individuals; the lower limits of detection were 20 and 50 copies/mL. The data on infections were collected from the national epidemiology database of Hangzhou. Logistic regression analyses were conducted to identify factors associated with the differences in social demographic characteristics and available VL data. Results The ART coverage increased from 60.7% (839/1383) during the pre-implementation period to 92.3% (2183/2365) during the post-implementation period in Hangzhou. A total of 940 HIV-infected MSM were selected for inclusion in this study: 490 (52.1%) and 450 (47.9%) MSM in the pre- and post-implementation periods, respectively. In total, 89.5% (841/940) of patients had data available on VL rates. The mean CVL was 579 copies/mL pre-implementation and this decreased to 33 copies/mL post-implementation (Kruskal-Wallis < 0.001). The mean CVL decreased for all variables investigated post-implementation of the treatment strategy (P < 0.05). The undetectable VL (≤400 copies/mL) rate pre-implementation period was 50.0% which increased to 84.7% post-implementation (P < 0.001). The mean CVL at the county level significantly decreased in each county post-implementation (Kruskal-Wallis < 0.05). Conclusion Our study confirmed a population-level association between increased ART coverage and decreased mean CVL; overall 84.7% of HIV infected MSM had an undetectable VL and were no longer infectious.
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Affiliation(s)
- Lin He
- Zhejiang Provincial Center for Disease Control and Prevention, No. 3399 Bin Sheng Road, Binjiang District, Hangzhou, Zhejiang Province, People's Republic of China
| | - Jiezhe Yang
- Zhejiang Provincial Center for Disease Control and Prevention, No. 3399 Bin Sheng Road, Binjiang District, Hangzhou, Zhejiang Province, People's Republic of China
| | - Qiaoqin Ma
- Zhejiang Provincial Center for Disease Control and Prevention, No. 3399 Bin Sheng Road, Binjiang District, Hangzhou, Zhejiang Province, People's Republic of China
| | - Jiafeng Zhang
- Zhejiang Provincial Center for Disease Control and Prevention, No. 3399 Bin Sheng Road, Binjiang District, Hangzhou, Zhejiang Province, People's Republic of China
| | - Yun Xu
- Zhejiang Provincial Center for Disease Control and Prevention, No. 3399 Bin Sheng Road, Binjiang District, Hangzhou, Zhejiang Province, People's Republic of China
| | - Yan Xia
- Zhejiang Provincial Center for Disease Control and Prevention, No. 3399 Bin Sheng Road, Binjiang District, Hangzhou, Zhejiang Province, People's Republic of China
| | - Wanjun Chen
- Zhejiang Provincial Center for Disease Control and Prevention, No. 3399 Bin Sheng Road, Binjiang District, Hangzhou, Zhejiang Province, People's Republic of China
| | - Hui Wang
- Zhejiang Provincial Center for Disease Control and Prevention, No. 3399 Bin Sheng Road, Binjiang District, Hangzhou, Zhejiang Province, People's Republic of China
| | - Jinlei Zheng
- Zhejiang Provincial Center for Disease Control and Prevention, No. 3399 Bin Sheng Road, Binjiang District, Hangzhou, Zhejiang Province, People's Republic of China
| | - Jun Jiang
- Zhejiang Provincial Center for Disease Control and Prevention, No. 3399 Bin Sheng Road, Binjiang District, Hangzhou, Zhejiang Province, People's Republic of China
| | - Yan Luo
- Hangzhou Center for Disease Control and Prevention, Hangzhou, Zhejiang, China
| | - Ke Xu
- Hangzhou Center for Disease Control and Prevention, Hangzhou, Zhejiang, China
| | - Xingliang Zhang
- Hangzhou Center for Disease Control and Prevention, Hangzhou, Zhejiang, China
| | - Shichang Xia
- Zhejiang Provincial Center for Disease Control and Prevention, No. 3399 Bin Sheng Road, Binjiang District, Hangzhou, Zhejiang Province, People's Republic of China.
| | - Xiaohong Pan
- Zhejiang Provincial Center for Disease Control and Prevention, No. 3399 Bin Sheng Road, Binjiang District, Hangzhou, Zhejiang Province, People's Republic of China.
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8
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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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9
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Feasibility of Using HIV Care-Continuum Outcomes to Identify Geographic Areas for Targeted HIV Testing. J Acquir Immune Defic Syndr 2017; 74 Suppl 2:S96-S103. [PMID: 28079719 DOI: 10.1097/qai.0000000000001238] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
BACKGROUND Improved detection and linkage to care of previously undiagnosed HIV infections require innovative approaches to testing. We sought to determine the feasibility of targeted HIV testing in geographic areas, defined by continuum of care parameters, to identify HIV-infected persons needing linkage or engagement in care. METHODS Using HIV surveillance data from Washington, DC, we identified census tracts that had an HIV prevalence >1% and were either above (higher risk areas-HRAs) or below (lower risk areas-LRAs) the median for 3 indicators: monitored viral load, proportion of persons out of care (OOC), and never in care. Community-based HIV rapid testing and participant surveys were conducted in the 20 census tracts meeting the criteria. Areas were mapped using ArcGIS, and descriptive and univariate analyses were conducted comparing the areas and participants. RESULTS Among 1471 persons tested, 28 (1.9%) tested HIV positive; 2.1% in HRAs vs. 1.7% in LRAs (P = 0.57). Higher proportions of men (63.7% vs. 56.7%, P = 0.007) and fewer blacks (91.0% vs. 94.6%, P = 0.008) were tested in LRAs vs. HRAs; no differences were observed in risk behaviors between the areas. Among HIV-positive participants, 54% were new diagnoses (n = 9) or OOC (n = 6), all were Black, 64% were men with a median age of 51 years. CONCLUSIONS Although significant differences in HIV seropositivity were not observed between testing areas, our approach proved feasible and enabled identification of new diagnoses and OOC HIV-infected persons. This testing paradigm could be adapted in other locales to identify areas for targeted HIV testing and other reengagement efforts.
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10
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Gao TY, Howe CJ, Zullo AR, Marshall BDL. Risk factors for self-report of not receiving an HIV test among adolescents in NYC with a history of sexual intercourse, 2013 YRBS. VULNERABLE CHILDREN AND YOUTH STUDIES 2016; 12:277-291. [PMID: 29057006 PMCID: PMC5647150 DOI: 10.1080/17450128.2016.1268741] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
The Centers for Disease Control and Prevention (CDC) has previously recommended that all adolescents undergo HIV testing in the United States (US). Despite these recommendations, national HIV testing among US adolescents has remained low. This study estimated the prevalence of and identified risk factors for not receiving an HIV test among adolescents with a history of sexual intercourse in New York City (NYC), an urban area that has been greatly impacted by the HIV epidemic. Cross-sectional data on 1,199 NYC high school students who completed the 2013 NYC Youth Risk Behavior Survey were used. Modified Poisson regression models were used to assess whether demographic factors, alcohol/drug use, and sexual behaviors were associated with self-report of lack of HIV testing. In the weighted study population, about 72% were ≥16 years old, approximately 35% were African American, and nearly half were male. Sixty percent reported no history of HIV testing. In adjusted analyses, younger age, male gender, White race/ethnicity, heroin use, as well as reporting one prior sexual partner were significantly and positively associated with no prior history of HIV testing. Our findings suggest that among NYC adolescents with a history of sexual intercourse, the prevalence of HIV testing is low. HIV testing may have been low in part because of limited experience with current screening guidelines among clinicians. Furthermore, many of the adolescents identified as being more likely to not be tested, may have not been screened because of inadequate knowledge about HIV, a low perceived HIV risk, or an unstable lifestyle. Therefore, to increase HIV testing among NYC adolescents, interventions that enhance HIV knowledge among adolescents as well as interventions that promote review and application of current screening guidelines among clinicians should be implemented in NYC. Educational interventions should especially be targeted at the adolescents identified in this study.
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Affiliation(s)
- Tina Y Gao
- Centers for Epidemiology and Environmental Health, Department of Epidemiology, Brown University School of Public Health, 121 South Main Street, Providence, Rhode Island, USA
| | - Chanelle J Howe
- Centers for Epidemiology and Environmental Health, Department of Epidemiology, Brown University School of Public Health, 121 South Main Street, Providence, Rhode Island, USA
| | - Andrew R Zullo
- Department of Health Services, Policy and Practice, Brown University School of Public Health, 121 South Main Street, Providence, Rhode Island, USA
| | - Brandon D L Marshall
- Centers for Epidemiology and Environmental Health, Department of Epidemiology, Brown University School of Public Health, 121 South Main Street, Providence, Rhode Island, USA
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Chakraborty H, Weissman S, Duffus WA, Hossain A, Varma Samantapudi A, Iyer M, Albrecht H. HIV community viral load trends in South Carolina. Int J STD AIDS 2016; 28:265-276. [PMID: 27037110 DOI: 10.1177/0956462416642349] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Community viral load is an aggregate measure of HIV viral load in a particular geographic location, community, or subgroup. Community viral load provides a measure of disease burden in a community and community transmission risk. This study aims to examine community viral load trend in South Carolina and identify differences in community viral load trends between selected population subgroups using a state-wide surveillance dataset that maintains electronic records of all HIV viral load measurements reported to the state health department. Community viral load trends were examined using random mixed effects models, adjusting for age, race, gender, residence, CD4 counts, HIV risk group, and initial antiretroviral regimen during the study period, and time. The community viral load gradually decreased from 2004 to 2013 ( p < 0.0001). The number of new infections also decreased ( p = 0.0001) over time. A faster rate of decrease was seen among men compared to women ( p < 0.0001), men who have sex with men ( p = 0.0001) compared to heterosexuals, patients diagnosed in urban areas compared to that in rural areas ( p = 0.0004), and patients prescribed single-tablet regimen compared to multiple-tablet regimen ( p < 0.0001). While the state-wide community viral load decreased over time, the decline was not uniform among residence at diagnosis, HIV risk group, and single-tablet regimen versus multiple-tablet regimen subgroups. Slower declines in community viral load among females, those in rural areas, and heterosexuals suggest possible disparities in care that require further exploration. The association between using single-tablet regimen and faster community viral load decline is noteworthy.
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Affiliation(s)
- Hrishikesh Chakraborty
- 1 Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA
| | - Sharon Weissman
- 2 Division of Infectious Disease, Department of Medicine, University of South Carolina, School of Medicine, Columbia, South Carolina, USA
| | - Wayne A Duffus
- 2 Division of Infectious Disease, Department of Medicine, University of South Carolina, School of Medicine, Columbia, South Carolina, USA
| | - Akhtar Hossain
- 1 Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA
| | - Ashok Varma Samantapudi
- 1 Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA
| | - Medha Iyer
- 3 Department of Health Services Policy and Management, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA
| | - Helmut Albrecht
- 2 Division of Infectious Disease, Department of Medicine, University of South Carolina, School of Medicine, Columbia, South Carolina, USA
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12
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Vaughan AS, Kramer MR, Cooper HL, Rosenberg ES, Sullivan PS. Completeness and Reliability of Location Data Collected on the Web: Assessing the Quality of Self-Reported Locations in an Internet Sample of Men Who Have Sex With Men. J Med Internet Res 2016; 18:e142. [PMID: 27283957 PMCID: PMC4919549 DOI: 10.2196/jmir.5701] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2016] [Revised: 04/22/2016] [Accepted: 05/10/2016] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Place is critical to our understanding of human immunodeficiency virus (HIV) infections among men who have sex with men (MSM) in the United States. However, within the scientific literature, place is almost always represented by residential location, suggesting a fundamental assumption of equivalency between neighborhood of residence, place of risk, and place of prevention. However, the locations of behaviors among MSM show significant spatial variation, and theory has posited the importance of nonresidential contextual exposures. This focus on residential locations has been at least partially necessitated by the difficulties in collecting detailed geolocated data required to explore nonresidential locations. OBJECTIVE Using a Web-based map tool to collect locations, which may be relevant to the daily lives and health behaviors of MSM, this study examines the completeness and reliability of the collected data. METHODS MSM were recruited on the Web and completed a Web-based survey. Within this survey, men used a map tool embedded within a question to indicate their homes and multiple nonresidential locations, including those representing work, sex, socialization, physician, and others. We assessed data quality by examining data completeness and reliability. We used logistic regression to identify demographic, contextual, and location-specific predictors of answering all eligible map questions and answering specific map questions. We assessed data reliability by comparing selected locations with other participant-reported data. RESULTS Of 247 men completing the survey, 167 (67.6%) answered the entire set of eligible map questions. Most participants (>80%) answered specific map questions, with sex locations being the least reported (80.6%). Participants with no college education were less likely than those with a college education to answer all map questions (prevalence ratio, 0.4; 95% CI, 0.2-0.8). Participants who reported sex at their partner's home were less likely to indicate the location of that sex (prevalence ratio, 0.8; 95% CI, 0.7-1.0). Overall, 83% of participants placed their home's location within the boundaries of their reported residential ZIP code. Of locations having a specific text description, the median distance between the participant-selected location and the location determined using the specific text description was 0.29 miles (25th and 75th percentiles, 0.06-0.88). CONCLUSIONS Using this Web-based map tool, this Web-based sample of MSM was generally willing and able to provide accurate data regarding both home and nonresidential locations. This tool provides a mechanism to collect data that can be used in more nuanced studies of place and sexual risk and preventive behaviors of MSM.
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Affiliation(s)
- Adam S Vaughan
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States.
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13
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Moore DM, Cui Z, Lachowsky N, Raymond HF, Roth E, Rich A, Sereda P, Howard T, McFarland W, Lal A, Montaner J, Corneil T, Hogg RS. HIV Community Viral Load and Factors Associated With Elevated Viremia Among a Community-Based Sample of Men Who Have Sex With Men in Vancouver, Canada. J Acquir Immune Defic Syndr 2016; 72:87-95. [PMID: 26825177 PMCID: PMC4837069 DOI: 10.1097/qai.0000000000000934] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND We developed estimates of community viral load (VL) and risk factors for unsuppressed VL from a cross-sectional study of men who have sex with men (MSM) in Vancouver, Canada. METHODS MSM were recruited from February 25, 2012 to February 28, 2014 using respondent-driven sampling (RDS). Participants completed a computer-assisted self-interview questionnaire and a nurse-administered point-of-care HIV test. For HIV-positive participants, we conducted VL and CD4 cell counts. We used RDS-weighted analysis to obtain population estimates of key variables and multivariable logistic regression to examine factors associated with having a VL of ≥200 copies per milliliter among HIV-positive participants. RESULTS We recruited 719 participants, of whom 119 (16.6%) were seeds. Our estimate of the population prevalence of HIV was 23.4% [95% confidence interval (CI): 15.8% to 31.0%] after RDS adjustments. We estimated that 18.6% (95% CI: 8.8% to 30.4%) of HIV-positive MSM in Vancouver had a VL of ≥200 copies per milliliter. Having an unsuppressed VL was associated with non-white ethnicity [adjusted odds ratio (AOR) = 4.34; 95% CI: 1.67 to 11.1], an annual income of <$15,000 CAD (AOR = 6.43; 95% CI: 2.08 to 19.9), using gamma-hydroxy butyrate in the previous 6 months (AOR = 4.85; 95% CI: 1.79 to 13.2), unprotected anal intercourse with a known HIV-negative or an unknown serostatus partner (AOR = 3.13; 95% CI: 1.10 to 8.90), and disclosing one's HIV serostatus ≥50% of the time (AOR = 7.04; 95% CI: 1.01 to 49.1). CONCLUSION Despite a high prevalence of HIV, we estimated that a small proportion of HIV-positive MSM have undiagnosed HIV and unsuppressed VL. Our results highlight the importance of continued work to address health inequities using a framework based on social determinants of health.
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Affiliation(s)
- David M. Moore
- Department of Medicine, University of British Columbia, Vancouver, Canada
- BC Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | - Zishan Cui
- Department of Medicine, University of British Columbia, Vancouver, Canada
| | - Nathan Lachowsky
- Department of Medicine, University of British Columbia, Vancouver, Canada
- BC Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | - Henry F. Raymond
- University of California–San Francisco, San Francisco, United States
| | - Eric Roth
- University of Victoria, Victoria, Canada
| | - Ashleigh Rich
- BC Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | - Paul Sereda
- BC Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | - Terry Howard
- Positive Living Society of BC, Vancouver, Canada
| | - Willi McFarland
- University of California–San Francisco, San Francisco, United States
| | - Allan Lal
- Department of Medicine, University of British Columbia, Vancouver, Canada
| | - Julio Montaner
- Department of Medicine, University of British Columbia, Vancouver, Canada
- BC Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | | | - Robert S. Hogg
- Department of Medicine, University of British Columbia, Vancouver, Canada
- Simon Fraser University, Burnaby, Canada
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Implementing HIV Testing in Substance Use Treatment Programs: A Systematic Review. J Assoc Nurses AIDS Care 2015; 28:199-215. [PMID: 26825458 DOI: 10.1016/j.jana.2015.11.006] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2015] [Accepted: 11/16/2015] [Indexed: 11/22/2022]
Abstract
People who use drugs are at increased risk for HIV acquisition, poor engagement in health care, and late screening for HIV with advanced HIV at diagnosis and increased HIV-related morbidity, mortality, and health care costs. This systematic review evaluates current evidence about the effectiveness and feasibility of implementing HIV testing in U.S. substance use treatment programs. The literature search identified 535 articles. Full text review was limited to articles that explicitly addressed strategies to implement HIV testing in substance use programs: 17 met criteria and were included in the review; nine used quantitative, qualitative, or mixed-method designs to describe or quantify HIV testing rates, acceptance by clients and staff, and cost-effectiveness; eight organization surveys described barriers and facilitators to testing implementation. The evidence supported the effectiveness and feasibility of rapid, routine, and streamlined HIV testing in substance use treatment programs. Primary challenges included organizational support and sustainable funding.
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Edelman EJ, Tate JP, Fiellin DA, Brown ST, Bryant K, Gandhi N, Gibert CL, Goetz MB, Gordon KS, Rodriguez-Barradas MC, Braithwaite RS, Rimland D, Justice AC. Impact of defined clinical population and missing data on temporal trends in HIV viral load estimation within a health care system. HIV Med 2015; 16:346-54. [PMID: 25688937 PMCID: PMC4478104 DOI: 10.1111/hiv.12219] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/31/2014] [Indexed: 11/28/2022]
Abstract
OBJECTIVES Community viral load (CVL) estimates vary based on analytic methods. We extended the CVL concept and used data from the Veterans Health Administration (VA) to determine trends in the health care system viral load (HSVL) and its sensitivity to varying definitions of the clinical population and assumptions regarding missing data. METHODS We included HIV-infected patients in the Veterans Aging Cohort Study, 2000-2010, with at least one documented CD4 count, HIV-1 RNA or antiretroviral prescription (n = 37 318). We created 6-month intervals including patients with at least one visit in the past 2 years. We assessed temporal trends in clinical population size, patient clinical status and mean HSVL and explored the impact of varying definitions of the clinical population and assumptions about missing viral load. RESULTS The clinical population size varied by definition, increasing from 16 000-19 000 patients in 2000 to 23 000-26 000 in 2010. The proportion of patients with suppressed HIV-1 RNA increased over time. Over 20% of patients had no viral load measured in a given interval or the past 2 years. Among patients with a current HIV-1 RNA, mean HSVL decreased from 97 800 HIV-1 RNA copies/mL in 2000 to 2000 copies/mL in 2010. When current HIV-1 RNA data were unavailable and the HSVL was recalculated using the last available HIV-1 RNA, HSVL decreased from 322 300 to 9900 copies/mL. HSVL was underestimated when using only current data in each interval. CONCLUSIONS The CVL concept can be applied to a health care system, providing a measure of health care quality. Like CVL, HSVL estimates depend on definitions of the clinical population and assumptions about missing data.
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Affiliation(s)
- E. Jennifer Edelman
- Department of Internal Medicine, Yale University School of Medicine, New Haven, CT
- Center for Interdisciplinary Research on AIDS, Yale University School of Public Health, New Haven, CT
| | - Janet P. Tate
- Department of Internal Medicine, Yale University School of Medicine, New Haven, CT
- VA Connecticut Healthcare System, West Haven, CT
| | - David A. Fiellin
- Department of Internal Medicine, Yale University School of Medicine, New Haven, CT
- Center for Interdisciplinary Research on AIDS, Yale University School of Public Health, New Haven, CT
| | - Sheldon T. Brown
- James J. Peters VA Medical Center, Bronx, NY and Department of Internal Medicine, The Ichann School of Medicine at Mt. Sinai, New York, NY
| | - Kendall Bryant
- National Institute on Alcohol Abuse and Alcoholism, Bethesda, MD
| | - Neel Gandhi
- Veterans Affairs Medical Center and Department of Medicine, Emory University School of Medicine, Atlanta, GA
| | - Cynthia L. Gibert
- Washington DC VA Medical Center and Department of Internal Medicine, George Washington University School of Medicine, Washington, D.C
| | - Matthew Bidwell Goetz
- VA Greater Los Angeles Healthcare System and David Geffen School of Medicine, Los Angeles, CA
| | | | - Maria C. Rodriguez-Barradas
- Department of Medicine, Michael E. DeBakey Veterans Affairs Medical Center and Baylor College of Medicine and, Houston, TX
| | - R. Scott Braithwaite
- Department of Internal Medicine, New York University School of Medicine, New York, NY
| | - David Rimland
- Veterans Affairs Medical Center and Department of Medicine, Emory University School of Medicine, Atlanta, GA
| | - Amy C. Justice
- Department of Internal Medicine, Yale University School of Medicine, New Haven, CT
- Center for Interdisciplinary Research on AIDS, Yale University School of Public Health, New Haven, CT
- VA Connecticut Healthcare System, West Haven, CT
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Timing of entry to care by newly diagnosed HIV cases before and after the 2010 New York State HIV testing law. J Acquir Immune Defic Syndr 2015; 68 Suppl 1:S54-8. [PMID: 25545495 DOI: 10.1097/qai.0000000000000394] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Prompt entry to care after HIV diagnosis benefits the infected individual and reduces the likelihood of further transmission of the virus. The New York State HIV Testing Law of 2010 requires diagnosing providers to refer persons newly diagnosed with HIV to follow-up medical care. This study used routinely collected HIV-related laboratory data from the New York State HIV surveillance system to assess whether the fraction of newly diagnosed cases entering care within 90 days of diagnosis increased after the implementation of the law. Laboratory data on 23,302 newly diagnosed cases showed that entry to care within 90 days rose steadily from 72.0% in 2007 to 85.4% in 2012. The rise was observed across all race/ethnic groups, ages, transmission risk groups, sexes, and regions of residence. Logistic regression analyses of entry to care pre-law and post-law, controlling for demographic characteristics, transmission risk, and geographic area, indicate that percentage of newly diagnosed cases entering care within 90 days grew more rapidly in the post-law period. This is consistent with a positive effect of the law on entry to care.
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