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Violette LR, Thomas KK, Dorward J, Quame-Amaglo J, Garrett N, Drain PK. Early HIV viral suppression associated with subsequent 12-month treatment success among people living with HIV in South Africa. HIV Med 2024; 25:759-765. [PMID: 38488308 PMCID: PMC11405010 DOI: 10.1111/hiv.13633] [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: 11/06/2023] [Accepted: 03/02/2024] [Indexed: 06/06/2024]
Abstract
BACKGROUND We analyzed the STREAM (Simplifying HIV TREAtment and Monitoring) study to determine risk factors associated with HIV viraemia and poor retention 18 months after initiation of antiretroviral therapy (ART). METHODS The STREAM study was an open-label randomized controlled trial in Durban, South Africa, that enrolled 390 people living with HIV presenting for their first HIV viral load measurement ~6 months after ART initiation. We used modified Poisson regression with robust standard errors to describe associations between baseline characteristics and three HIV outcomes 18 months after ART initiation: HIV viraemia (>50 copies/mL), poor retention in HIV care, and a composite outcome of poor retention in care and/or HIV viraemia. RESULTS Approximately 18 months after ART initiation, 45 (11.5%) participants were no longer retained in care and 43 (11.8%) had viraemia. People with CD4 counts <200 and those with viraemia 6 months after ART initiation were significantly more likely to have viraemia 18 months after ART initiation (adjusted relative risk [aRR] 4.0; 95% confidence interval [CI] 2.1-7.5 and aRR 5.5; 95% CI 3.3-9.0, respectively). People who did not disclose their HIV status and had viraemia after ART initiation were more likely to not be retained in care 12 months later (aRR 2.6; 95% CI 1.1-6.1 and aRR 2.2; 95% CI 1.0-4.8). People with a CD4 count <200 and those with viraemia were more likely to not achieve the composite outcome 18 months after ART initiation. CONCLUSIONS Viraemia after ART initiation was the strongest predictor of subsequent viraemia and poor care retention. Understanding early indicators can help target our interventions to better engage people who may be more likely to experience persistent viraemia or disengage from HIV care.
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Affiliation(s)
- Lauren R Violette
- Department of Epidemiology, University of Washington, Seattle, WA, USA
- Department of Medicine, University of Washington, Seattle, WA, USA
| | | | - Jienchi Dorward
- Centre for the AIDS Program of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, KwaZulu-Natal, South Africa
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, Oxfordshire, UK
| | | | - Nigel Garrett
- Centre for the AIDS Program of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, KwaZulu-Natal, South Africa
- Discipline of Public Health Medicine, School of Nursing and Public Health, University of KwaZulu-Natal, Durban, KwaZulu-Natal, South Africa
| | - Paul K Drain
- Department of Epidemiology, University of Washington, Seattle, WA, USA
- Department of Medicine, University of Washington, Seattle, WA, USA
- Department of Global Health, University of Washington, Seattle, WA, USA
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Nakyanzi A, Naddunga F, Bulterys MA, Mujugira A, Wyatt MA, Kamusiime B, Nalumansi A, Kasiita V, Peacock S, Celum CL, Ware NC. " It Soothes Your Heart": A Multimethod Study Exploring Acceptability of Point-of-Care Viral Load Testing among Ugandan Pregnant and Postpartum Women Living with HIV. Diagnostics (Basel) 2023; 14:72. [PMID: 38201381 PMCID: PMC10795616 DOI: 10.3390/diagnostics14010072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 11/16/2023] [Accepted: 11/24/2023] [Indexed: 01/12/2024] Open
Abstract
BACKGROUND High adherence to antiretroviral therapy (ART) is critical for achieving viral suppression and preventing onward HIV transmission. ART continuation can be challenging for pregnant women living with HIV (PWLHIV), which has critical implications for risk of vertical HIV transmission. Point-of-care viral load (POC VL) testing has been associated with improved treatment and retention outcomes. We sought to explore acceptability of POC VL testing among Ugandan PWLHIV during pregnancy and postpartum. METHODS This multimethod analysis drew on quantitative and qualitative data collected between February and December 2021. Quantitatively, we used an intent-to-treat analysis to assess whether randomization to clinic-based POC VL testing during pregnancy and infant testing at delivery was associated with improved viral suppression (≤50 copies/mL) by 3 months postpartum compared to standard-of-care (SOC) VL testing through a central laboratory, adjusting for factorial randomization for the male partner testing strategy. Additionally, a subset of 22 PWLHIV in the POC VL arm participated in in-depth qualitative interviews. We inductively analyzed transcripts to develop categories representing concepts that characterized women's perceptions of POC VL testing during pregnancy and at delivery and ways that POC VL testing may have impacted their ART adherence and viral suppression. Key themes around women's perceptions of POC VL testing were then organized into main categories. RESULTS Overall, 151 PWLHIV were enrolled into the study, 77 (51%) of whom were randomized to receive POC VL testing during pregnancy and at delivery. Women reported in qualitative interviews that POC VL testing had (1) motivated their ART adherence during pregnancy and postpartum and that they felt this testing method had (2) helped them protect their infants from acquiring HIV and (3) improved their emotional wellbeing. CONCLUSIONS POC VL testing was highly acceptable among Ugandan PWLHIV and was viewed as an important tool that women believed improved their ART adherence, gave them information necessary to protect their infants from vertical HIV acquisition, and improved their emotional wellbeing. These findings support the global scale-up of POC VL testing in settings with high HIV burden, especially for PWLHIV who may be at risk of treatment disruptions or loss to follow-up.
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Affiliation(s)
- Agnes Nakyanzi
- Infectious Diseases Institute, Makerere University, Kampala P.O. Box 7072, Uganda; (F.N.); (A.M.); (B.K.); (A.N.); (V.K.)
| | - Faith Naddunga
- Infectious Diseases Institute, Makerere University, Kampala P.O. Box 7072, Uganda; (F.N.); (A.M.); (B.K.); (A.N.); (V.K.)
| | - Michelle A. Bulterys
- Department of Global Health, University of Washington, Seattle, WA 98109, USA; (M.A.B.); (S.P.); (C.L.C.)
| | - Andrew Mujugira
- Infectious Diseases Institute, Makerere University, Kampala P.O. Box 7072, Uganda; (F.N.); (A.M.); (B.K.); (A.N.); (V.K.)
- Department of Global Health, University of Washington, Seattle, WA 98109, USA; (M.A.B.); (S.P.); (C.L.C.)
| | - Monique A. Wyatt
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA 02115, USA; (M.A.W.); (N.C.W.)
- Harvard Global, Cambridge, MA 02138, USA
| | - Brenda Kamusiime
- Infectious Diseases Institute, Makerere University, Kampala P.O. Box 7072, Uganda; (F.N.); (A.M.); (B.K.); (A.N.); (V.K.)
| | - Alisaati Nalumansi
- Infectious Diseases Institute, Makerere University, Kampala P.O. Box 7072, Uganda; (F.N.); (A.M.); (B.K.); (A.N.); (V.K.)
| | - Vicent Kasiita
- Infectious Diseases Institute, Makerere University, Kampala P.O. Box 7072, Uganda; (F.N.); (A.M.); (B.K.); (A.N.); (V.K.)
| | - Sue Peacock
- Department of Global Health, University of Washington, Seattle, WA 98109, USA; (M.A.B.); (S.P.); (C.L.C.)
| | - Connie L. Celum
- Department of Global Health, University of Washington, Seattle, WA 98109, USA; (M.A.B.); (S.P.); (C.L.C.)
- Departments of Medicine and Epidemiology, University of Washington, Seattle, WA 98109, USA
| | - Norma C. Ware
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA 02115, USA; (M.A.W.); (N.C.W.)
- Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
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Patel RC, Oyaro P, Thomas KK, Basha GW, Wagude J, Mukui I, Brown E, Hassan SA, Kinywa E, Oluoch F, Odhiambo F, Oyaro B, Kingwara L, Karauki E, Yongo N, Otieno L, John‐Stewart GC, Abuogi LL. Impact of point-of-care HIV viral load and targeted drug resistance mutation testing on viral suppression among Kenyan pregnant and postpartum women: results from a prospective cohort study (Opt4Mamas). J Int AIDS Soc 2023; 26:e26182. [PMID: 37938856 PMCID: PMC10631517 DOI: 10.1002/jia2.26182] [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: 10/19/2022] [Accepted: 09/21/2023] [Indexed: 11/10/2023] Open
Abstract
INTRODUCTION Lack of viral suppression (VS) among pregnant and breastfeeding women living with HIV poses challenges for maternal and infant health, and viral load (VL) monitoring via centralized laboratory systems faces many barriers. We aimed to determine the impact of point-of-care (POC) VL and targeted drug resistance mutation (DRM) testing in improving VS among pregnant and postpartum women on antiretroviral therapy. METHODS We conducted a pre/post-intervention prospective cohort study among 820 pregnant women accessing HIV care at five public-sector facilities in western Kenya from 2019 to 2022. The pre-intervention or "control" group consisted of standard-of-care (SOC) centralized VL testing every 6 months and the post-intervention or "intervention" group consisted of a combined strategy of POC VL every 3 months, targeted DRM testing, and clinical management support. The primary outcome was VS (VL ≤1000 copies/ml) at 6 months postpartum; secondary outcomes included uptake and turnaround times for VL testing and sustained VS. RESULTS At 6 months postpartum, 321/328 (98%) of participants in the intervention group and 339/347 (98%) in the control group achieved VS (aRR 1.00, 95% confidence interval [CI] 0.98, 1.02). When assessing VS using a threshold of <40 copies/ml, VS proportions were lower overall (90-91%) but remained similar between groups. Among women with viraemia (VL>1000 copies/ml) who underwent successful DRM testing in the intervention group, all (46/46, 100%) had some DRMs and 20 (43%) had major DRMs (of which 80% were nucleos(t)ide reverse transcriptase inhibitor mutations). POC VL testing uptake was high (>89%) throughout pregnancy, delivery, and postpartum periods, with a median turnaround time of 1 day (IQR 1, 4) for POC VL in the intervention group and 7 days (IQR 5, 9) for SOC VL in the control group. Sustained VS throughout follow-up was similar between groups with either POC or SOC VL testing (90-91% for <1000 copies/ml, 62-70% for <40 copies/ml). CONCLUSIONS Our combined strategy markedly decreased turnaround time but did not increase VS rates, which were already very high, or sustained VS among pregnant and postpartum women living with HIV. Further research on how best to utilize POC VL and DRM testing is needed to optimize sustained VS among this population.
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Affiliation(s)
- Rena C. Patel
- Department of MedicineUniversity of WashingtonSeattleWashingtonUSA
- Department of Global HealthUniversity of WashingtonSeattleWashingtonUSA
- Department of MedicineUniversity of AlabamaBirminghamUK
| | | | | | | | | | - Irene Mukui
- Drugs for Neglected Diseases Initiative (DNDI)NairobiKenya
| | | | - Shukri A. Hassan
- Department of MedicineUniversity of WashingtonSeattleWashingtonUSA
| | | | | | - Francesca Odhiambo
- Family AIDS Care and Education ServicesKenya Medical Research InstituteKisumuKenya
| | - Boaz Oyaro
- Kenya Medical Research Institute‐CDCKisianKenya
| | - Leonard Kingwara
- National HIV Reference LaboratoryKenya Ministry of HealthNairobiKenya
| | | | | | - Lindah Otieno
- Family AIDS Care and Education ServicesKenya Medical Research InstituteKisumuKenya
| | - Grace C. John‐Stewart
- Department of MedicineUniversity of WashingtonSeattleWashingtonUSA
- Department of Global HealthUniversity of WashingtonSeattleWashingtonUSA
- Departments of Pediatrics and EpidemiologyUniversity of WashingtonSeattleWashingtonUSA
| | - Lisa L. Abuogi
- Department of PediatricsUniversity of ColoradoDenverColoradoUSA
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Qian SRW, Hassan SA, Scallon AJ, Oyaro P, Brown E, Wagude J, Mukui I, Kinywa E, Oluoch F, Odhiambo F, Oyaro B, Kingwara L, Yongo N, Karauki E, Gao J, Otieno L, John-Stewart GC, Abuogi LL, Patel RC. "After viral load testing, I get my results so I get to know which path my life is taking me": qualitative insights on routine centralized and point-of-care viral load testing in western Kenya from the Opt4Kids and Opt4Mamas studies. BMC Health Serv Res 2022; 22:1540. [PMID: 36528677 PMCID: PMC9758673 DOI: 10.1186/s12913-022-08593-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Accepted: 09/21/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Viral suppression (VS) is a marker of effective HIV therapy, and viral load (VL) testing is critical for treatment monitoring, especially in high-risk groups such as children and pregnant/postpartum women. Although routine VL testing, via centralized laboratory networks, was implemented in Kenya starting in 2014, optimization and sustainable scale up of VL testing are still needed. METHODS We conducted a mixed methods study to evaluate the impact of higher frequency, point-of-care (POC) VL testing in optimizing VS among children and pregnant/postpartum women on antiretroviral treatment (ART) in five HIV treatment facilities in western Kenya in the Opt4Kids and Opt4Mamas studies. We conducted 68 key informant interviews (KIIs) from December 2019 to December 2020 with children and pregnant women living with HIV, child caregivers, providers, laboratory/facility leadership, and county- or national-level policymakers. Our KII guide covered the following domains: (1) barriers and facilitators to ART use and VS, (2) literacy and experiences with VL in routine care and via study, and (3) opinions on how to scale up VL testing for optimal programmatic use. We used inductive coding and thematic analysis to identify dominant themes with convergent and divergent subthemes. RESULTS Three main themes regarding VL testing emerged from our analysis. (1) Key informants uniformly contrasted POC VL testing's faster results turnaround, higher accessibility, and likely cost-effectiveness against centralized VL testing. (2) Key informants also identified areas of improvement for POC VL testing in Kenya, such as quality control, human resource and infrastructure capacity, supply chain management, and integration of VL testing systems. (3) To enable successful scale-up of VL testing, key informants proposed expanding the POC VL testing scheme, electronic medical records systems, conducting quality checks locally, capacity building and developing strong partnerships between key stakeholders. CONCLUSION The more accessible, decentralized model of POC VL testing was deemed capable of overcoming critical challenges associated with centralized VL testing and was considered highly desirable for optimizing VS for children and pregnant/postpartum women living with HIV. While POC VL testing has the potential to improve VS rates among these populations, additional research is needed to develop strategies for ensuring the sustainability of POC VL testing programs. TRIAL REGISTRATION NCT03820323, 29/01/2019.
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Affiliation(s)
| | - Shukri A Hassan
- Department of Medicine, University of Washington, Seattle, WA, USA
| | - Andrea J Scallon
- Jackson School of International Studies, University of Washington, Seattle, WA, USA
| | | | | | | | - Irene Mukui
- Drugs for Neglected Diseases Initiative, Nairobi, Kenya
| | | | | | - Francesca Odhiambo
- Family AIDS Care and Education Services, Kenya Medical Research Institute, Kisumu, Kenya
| | - Boaz Oyaro
- Kenya Medical Research Institute-CDC, Kisian, Kenya
| | - Leonard Kingwara
- National HIV Reference Laboratory, Kenya Ministry of Health, Nairobi, Kenya
| | | | | | - Jody Gao
- School of Public Health, University of Washington, Seattle, WA, USA
| | - Lindah Otieno
- Family AIDS Care and Education Services, Kenya Medical Research Institute, Kisumu, Kenya
| | - Grace C John-Stewart
- Department of Medicine, University of Washington, Seattle, WA, USA
- Department of Global Health, University of Washington, Seattle, WA, USA
- Department of Pediatrics, University of Washington, Seattle, WA, USA
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Lisa L Abuogi
- Department of Pediatrics, University of Colorado, Denver, CO, USA
| | - Rena C Patel
- Department of Medicine, University of Washington, Seattle, WA, USA.
- Department of Global Health, University of Washington, Seattle, WA, USA.
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Patel RC, Oyaro P, Thomas KK, Wagude J, Mukui I, Brown E, Hassan SA, Kinywa E, Oluoch F, Odhiambo F, Oyaro B, Kingwara L, Karauki E, Yongo N, Otieno L, John-Stewart GC, Abuogi LL. Point-of-care HIV viral load and targeted drug resistance mutation testing versus standard care for Kenyan children on antiretroviral therapy (Opt4Kids): an open-label, randomised controlled trial. THE LANCET. CHILD & ADOLESCENT HEALTH 2022; 6:681-691. [PMID: 35987208 PMCID: PMC9482947 DOI: 10.1016/s2352-4642(22)00191-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 06/10/2022] [Accepted: 06/15/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Feasible, scalable, and cost-effective approaches to ensure virological suppression among children living with HIV are urgently needed. The aim of the Opt4Kids study was to determine the effect of point of care viral load and targeted drug resistance mutation testing in improving virological suppression among children on antiretroviral therapy (ART) in Kenya. METHODS In this open-label, individually randomised controlled trial, we enrolled children living with HIV aged 1-14 years and who were either newly initiating or already receiving ART at five study facilities in Kenya. Participants were randomly allocated 1:1 to receive the intervention of point-of-care viral load testing every 3 months, targeted drug resistance mutation testing, and clinical decision support (point-of-care testing) or to receive the standard care (control group), stratified by facility site and age groups (1-9 years vs 10-14 years). Investigators were masked to the randomised group. The primary efficacy outcome was virological suppression (defined as a viral load of <1000 copies per mL) by point-of-care viral load testing at 12 months after enrolment in all participants with an assessment. This study is registered with ClinicalTrials.gov, NCT03820323. FINDINGS Between March 7, 2019, and December 31, 2020, we enrolled 704 participants. Median age at enrolment was 9 years (IQR 7-12), 344 (49%) participants were female and 360 (51%) were male, and median time on ART was 5·8 years (IQR 3·1-8·6). 536 (76%) of 704 had documented virological suppression at enrolment. At 12 months after enrolment, the proportion of participants achieving virological suppression in the intervention group (283 [90%] of 313 participants with a 12 month point-of-care viral load test) did not differ from that in the control group (289 [92%] of 315; risk ratio [RR] 0·99, 95% CI 0·94-1·03; p=0·55). We identified 138 episodes of viraemia in intervention participants, of which 107 (89%) samples successfully underwent drug resistance mutation testing and 91 (85%) had major drug resistance mutations. The median turnaround time for viral load results was 1 day (IQR 0-1) in the intervention group and 15 days (10-21) in the control group. INTERPRETATION Point-of-care viral load testing decreased turnaround time and targeted drug resistance mutation testing identified a high prevalence of HIV drug resistance mutations in children living with HIV, but the combined approach did not increase rates of virological suppression. Further research in combination interventions, including point-of-care viral load and drug resistance mutation testing coupled with psychosocial support, is needed to optimise virological suppression for children living with HIV. FUNDING National Institutes of Mental Health of the US National Institutes of Health, Thrasher Research Fund.
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Affiliation(s)
- Rena C Patel
- Department of Medicine, University of Washington, Seattle, WA, USA; Department of Global Health, University of Washington, Seattle, WA, USA.
| | | | | | | | - Irene Mukui
- Drugs for Neglected Diseases Initiative (DNDI), Nairobi, Kenya
| | | | - Shukri A Hassan
- Department of Medicine, University of Washington, Seattle, WA, USA
| | | | | | - Francesca Odhiambo
- Family AIDS Care and Education Services, Kenya Medical Research Institute, Kisumu, Kenya
| | - Boaz Oyaro
- Kenya Medical Research Institute-CDC, Kisian, Kenya
| | - Leonard Kingwara
- National HIV Reference Laboratory, Kenya Ministry of Health, Nairobi, Kenya
| | | | | | - Lindah Otieno
- Family AIDS Care and Education Services, Kenya Medical Research Institute, Kisumu, Kenya
| | - Grace C John-Stewart
- Department of Medicine, University of Washington, Seattle, WA, USA; Department of Global Health, University of Washington, Seattle, WA, USA; Departments of Pediatrics and Epidemiology, University of Washington, Seattle, WA, USA
| | - Lisa L Abuogi
- Department of Pediatrics, University of Colorado, Denver, CO, USA
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Sanders EJ, Agutu C, van der Elst E, Hassan A, Gichuru E, Mugo P, Farquhar C, Babigumira JB, Goodreau SM, Hamilton DT, Ndung'u T, Sirengo M, Chege W, Graham SM. Effect of an opt-out point-of-care HIV-1 nucleic acid testing intervention to detect acute and prevalent HIV infection in symptomatic adult outpatients and reduce HIV transmission in Kenya: a randomized controlled trial. HIV Med 2022; 23:16-28. [PMID: 34431196 PMCID: PMC9204714 DOI: 10.1111/hiv.13157] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2021] [Accepted: 07/23/2021] [Indexed: 01/28/2023]
Abstract
BACKGROUND In sub-Saharan Africa, adult outpatients with symptoms of acute infectious illness are not routinely tested for prevalent or acute HIV infection (AHI) when seeking healthcare. METHODS Adult symptomatic outpatients aged 18-39 years were evaluated by a consensus AHI risk score. Patients with a risk score ≥ 2 and no previous HIV diagnosis were enrolled in a stepped-wedge trial of opt-out delivery of point-of-care (POC) HIV-1 nucleic acid testing (NAAT), compared with standard provider-initiated HIV testing using rapid tests in the observation period. The primary outcome was the number of new diagnoses in each study period. Generalized estimating equations with a log-binomial link and robust variance estimates were used to account for clustering by health facility. The trial is registered with ClinicalTrials.gov NCT03508908. RESULTS Between 2017 and 2020, 13 (0.9%) out of 1374 participants in the observation period and 37 (2.5%) out of 1500 participants in the intervention period were diagnosed with HIV infection. Of the 37 newly diagnosed cases in the intervention period, two (5.4%) had AHI. Participants in the opt-out intervention had a two-fold greater odds of being diagnosed with HIV (odds ratio = 2.2, 95% confidence interval: 1.39-3.51) after adjustment for factors imbalanced across study periods. CONCLUSIONS Among symptomatic adults aged 18-39 years targeted by our POC NAAT intervention, we identified one chronic HIV infection for every 40 patients and one AHI patient for every 750 patients tested. Although AHI yield was low in this population, routinely offered opt-out testing could diagnose twice as many patients as an approach relying on provider discretion.
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Affiliation(s)
- Eduard J. Sanders
- KEMRI ‐ Wellcome Trust Research ProgrammeKilifiKenya,University of OxfordHeadingtonUK
| | - Clara Agutu
- KEMRI ‐ Wellcome Trust Research ProgrammeKilifiKenya
| | | | - Amin Hassan
- KEMRI ‐ Wellcome Trust Research ProgrammeKilifiKenya
| | | | - Peter Mugo
- KEMRI ‐ Wellcome Trust Research ProgrammeKilifiKenya
| | - Carey Farquhar
- Department of Medicine, Global Health, and EpidemiologyUniversity of WashingtonSeattleWAUSA
| | | | - Steven M. Goodreau
- Department of Anthropology and EpidemiologyUniversity of WashingtonSeattleWAUSA
| | - Deven T. Hamilton
- Center for Studies in Demography & EcologyUniversity of WashingtonSeattleWAUSA
| | | | | | - Wairimu Chege
- National Institutes of Allergy & Infectious DiseasesNational Institutes of HealthRockvilleMDUSA
| | - Susan M. Graham
- University of OxfordHeadingtonUK,Department of Medicine, Global Health, and EpidemiologyUniversity of WashingtonSeattleWAUSA
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