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Vojnov L, Carmona S, Zeh C, Markby J, Boeras D, Prescott MR, Mayne ALH, Sawadogo S, Adje-Toure C, Zhang G, Perez Gonzalez M, Stevens WS, Doherty M, Yang C, Alexander H, Peter TF, Nkengasong J. The performance of using dried blood spot specimens for HIV-1 viral load testing: A systematic review and meta-analysis. PLoS Med 2022; 19:e1004076. [PMID: 35994520 PMCID: PMC9447868 DOI: 10.1371/journal.pmed.1004076] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2018] [Revised: 09/06/2022] [Accepted: 07/13/2022] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Accurate routine HIV viral load testing is essential for assessing the efficacy of antiretroviral treatment (ART) regimens and the emergence of drug resistance. While the use of plasma specimens is the standard for viral load testing, its use is restricted by the limited ambient temperature stability of viral load biomarkers in whole blood and plasma during storage and transportation and the limited cold chain available between many health care facilities in resource-limited settings. Alternative specimen types and technologies, such as dried blood spots, may address these issues and increase access to viral load testing; however, their technical performance is unclear. To address this, we conducted a meta-analysis comparing viral load results from paired dried blood spot and plasma specimens analyzed with commonly used viral load testing technologies. METHODS AND FINDINGS Standard databases, conferences, and gray literature were searched in 2013 and 2018. Nearly all studies identified (60) were conducted between 2007 and 2018. Data from 40 of the 60 studies were included in the meta-analysis, which accounted for a total of 10,871 paired dried blood spot:plasma data points. We used random effects models to determine the bias, accuracy, precision, and misclassification for each viral load technology and to account for between-study variation. Dried blood spot specimens produced consistently higher mean viral loads across all technologies when compared to plasma specimens. However, when used to identify treatment failure, each technology compared best to plasma at a threshold of 1,000 copies/ml, the present World Health Organization recommended treatment failure threshold. Some heterogeneity existed between technologies; however, 5 technologies had a sensitivity greater than 95%. Furthermore, 5 technologies had a specificity greater than 85% yet 2 technologies had a specificity less than 60% using a treatment failure threshold of 1,000 copies/ml. The study's main limitation was the direct applicability of findings as nearly all studies to date used dried blood spot samples prepared in laboratories using precision pipetting that resulted in consistent input volumes. CONCLUSIONS This analysis provides evidence to support the implementation and scale-up of dried blood spot specimens for viral load testing using the same 1,000 copies/ml treatment failure threshold as used with plasma specimens. This may support improved access to viral load testing in resource-limited settings lacking the required infrastructure and cold chain storage for testing with plasma specimens.
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Affiliation(s)
- Lara Vojnov
- Clinton Health Access Initiative, Boston, Massachusetts, United States of America
- * E-mail:
| | - Sergio Carmona
- National Health Laboratory Service, Johannesburg, South Africa
| | - Clement Zeh
- Center for Global Health, Division of Global HIV/TB, US Centers for Disease Control, Atlanta, Georgia, United States of America
| | | | - Debrah Boeras
- Center for Global Health, Division of Global HIV/TB, US Centers for Disease Control, Atlanta, Georgia, United States of America
| | - Marta R. Prescott
- Clinton Health Access Initiative, Boston, Massachusetts, United States of America
| | | | - Souleymane Sawadogo
- Center for Global Health, Division of Global HIV/TB, US Centers for Disease Control, Windhoek, Namibia
| | - Christiane Adje-Toure
- Center for Global Health, Division of Global HIV/TB, US Centers for Disease Control, Abidjan, Cote d’Ivoire
| | - Guoqing Zhang
- Center for Global Health, Division of Global HIV/TB, US Centers for Disease Control, Atlanta, Georgia, United States of America
| | | | - Wendy S. Stevens
- National Health Laboratory Service, Johannesburg, South Africa
- Department of Molecular Medicine and Haematology, University of the Witwatersrand, Johannesburg, South Africa
| | - Meg Doherty
- World Health Organization, Geneva, Switzerland
| | - Chunfu Yang
- Center for Global Health, Division of Global HIV/TB, US Centers for Disease Control, Atlanta, Georgia, United States of America
| | - Heather Alexander
- Center for Global Health, Division of Global HIV/TB, US Centers for Disease Control, Atlanta, Georgia, United States of America
| | - Trevor F. Peter
- Clinton Health Access Initiative, Boston, Massachusetts, United States of America
| | - John Nkengasong
- Center for Global Health, Division of Global HIV/TB, US Centers for Disease Control, Atlanta, Georgia, United States of America
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Omooja J, Bbosa N, Lule DB, Nannyonjo M, Lunkuse S, Nassolo F, Nabirye SE, Suubi HN, Kaleebu P, Ssemwanga D. HIV-1 drug resistance genotyping success rates and correlates of Dried-blood spots and plasma specimen genotyping failure in a resource-limited setting. BMC Infect Dis 2022; 22:474. [PMID: 35581555 PMCID: PMC9112432 DOI: 10.1186/s12879-022-07453-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 05/03/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND HIV-1 drug resistance genotyping is critical to the monitoring of antiretroviral treatment. Data on HIV-1 genotyping success rates of different laboratory specimen types from multiple sources is still scarce. METHODS In this cross-sectional study, we determined the laboratory genotyping success rates (GSR) and assessed the correlates of genotyping failure of 6837 unpaired dried blood spot (DBS) and plasma specimens. Specimens from multiple studies in a resource-constrained setting were analysed in our laboratory between 2016 and 2019. RESULTS We noted an overall GSR of 65.7% and specific overall GSR for DBS and plasma of 49.8% and 85.9% respectively. The correlates of genotyping failure were viral load (VL) < 10,000 copies/mL (aOR 0.3 95% CI: 0.24-0.38; p < 0.0001), lack of viral load testing prior to genotyping (OR 0.85 95% CI: 0.77-0.94; p = 0.002), use of DBS specimens (aOR 0.10 95% CI: 0.08-0.14; p < 0.0001) and specimens from routine clinical diagnosis (aOR 1.4 95% CI: 1.10-1.75; p = 0.005). CONCLUSIONS We report rapidly decreasing HIV-1 genotyping success rates between 2016 and 2019 with increased use of DBS specimens for genotyping and note decreasing median viral loads over the years. We recommend improvement in DBS handling, pre-genotyping viral load testing to screen samples to enhance genotyping success and the development of more sensitive assays with well-designed primers to genotype specimens with low or undetectable viral load, especially in this era where virological suppression rates are rising due to increased antiretroviral therapy roll-out.
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Affiliation(s)
- Jonah Omooja
- Medical Research Council/Uganda Virus Research Institute and London School of Hygiene and Tropical Medicine, Uganda Research Unit, Entebbe, Uganda.
| | - Nicholas Bbosa
- Medical Research Council/Uganda Virus Research Institute and London School of Hygiene and Tropical Medicine, Uganda Research Unit, Entebbe, Uganda
| | - Dan Bugembe Lule
- Medical Research Council/Uganda Virus Research Institute and London School of Hygiene and Tropical Medicine, Uganda Research Unit, Entebbe, Uganda
| | - Maria Nannyonjo
- Medical Research Council/Uganda Virus Research Institute and London School of Hygiene and Tropical Medicine, Uganda Research Unit, Entebbe, Uganda
| | - Sandra Lunkuse
- Medical Research Council/Uganda Virus Research Institute and London School of Hygiene and Tropical Medicine, Uganda Research Unit, Entebbe, Uganda
| | - Faridah Nassolo
- Medical Research Council/Uganda Virus Research Institute and London School of Hygiene and Tropical Medicine, Uganda Research Unit, Entebbe, Uganda
| | - Stella Esther Nabirye
- Medical Research Council/Uganda Virus Research Institute and London School of Hygiene and Tropical Medicine, Uganda Research Unit, Entebbe, Uganda
| | - Hamidah Namagembe Suubi
- Medical Research Council/Uganda Virus Research Institute and London School of Hygiene and Tropical Medicine, Uganda Research Unit, Entebbe, Uganda
| | - Pontiano Kaleebu
- Medical Research Council/Uganda Virus Research Institute and London School of Hygiene and Tropical Medicine, Uganda Research Unit, Entebbe, Uganda
- Uganda Virus Research Institute, Entebbe, Uganda
- London School of Hygiene and Tropical Medicine, London, UK
| | - Deogratius Ssemwanga
- Medical Research Council/Uganda Virus Research Institute and London School of Hygiene and Tropical Medicine, Uganda Research Unit, Entebbe, Uganda.
- Uganda Virus Research Institute, Entebbe, Uganda.
- London School of Hygiene and Tropical Medicine, London, UK.
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MacKellar D, Thompson R, Nelson R, Casavant I, Pals S, Bonzela J, Jaramillo A, Cardoso J, Ujamaa D, Tamele S, Chivurre V, Malimane I, Pathmanathan I, Heitzinger K, Wei S, Couto A, Vergara A. Annual home-based HIV testing in the Chókwè Health Demographic Surveillance System, Mozambique, 2014 to 2019: serial population-based survey evaluation. J Int AIDS Soc 2021; 24:e25762. [PMID: 34259391 PMCID: PMC8278856 DOI: 10.1002/jia2.25762] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Revised: 05/17/2021] [Accepted: 05/25/2021] [Indexed: 11/13/2022] Open
Abstract
INTRODUCTION WHO recommends implementing a mix of community and facility testing strategies to diagnose 95% of persons living with HIV (PLHIV). In Mozambique, a country with an estimated 506,000 undiagnosed PLHIV, use of home-based HIV testing services (HBHTS) to help achieve the 95% target has not been evaluated. METHODS HBHTS was provided at 20,000 households in the Chókwè Health Demographic Surveillance System (CHDSS), Mozambique, in annual rounds (R) during 2014 to 2019. Trends in prevalence of HIV infection, prior HIV diagnosis among PLHIV (diagnostic coverage), and undiagnosed HIV infection were assessed with three population-based surveys conducted in R1 (04/2014 to 04/2015), R3 (03/2016 to 12/2016), and R5 (04/2018 to 03/2019) of residents aged 15 to 59 years. Counts of patients aged ≥15 years tested for HIV in CHDSS healthcare facilities were obtained from routine reports. RESULTS During 2014 to 2019, counsellors conducted 92,512 home-based HIV tests and newly diagnosed 3711 residents aged 15 to 59 years. Prevalence of HIV infection was stable (R1, 25.1%; R3 23.6%; R5 22.9%; p-value, 0.19). After the first two rounds (44,825 home-based tests; 31,717 facility-based tests), diagnostic coverage increased from 73.8% (95% CI 70.3 to 77.2) in R1 to 93.0% (95% CI 91.3 to 94.7) in R3, and prevalence of undiagnosed HIV infection decreased from 6.6% (95% CI 5.6 to 7.5) in R1 to 1.7% (95% CI 1.2 to 2.1) in R3. After two more rounds (32,226 home-based tests; 46,003 facility-based tests), diagnostic coverage was 95.4% (95% CI 93.7 to 97.1) and prevalence of undiagnosed HIV infection was 1.1% (95% CI 0.7 to 1.5) in R5. Prevalence of having last tested at home was 12.7% (95% CI 11.3 to 14.0) in R1, 45.2% (95% CI 43.4 to 47.0) in R3, and 41.4% (95% CI 39.5 to 43.2) in R5, and prevalence of having last tested at a healthcare facility was 45.3% (95% CI 43.3 to 47.3) in R1, 40.1% (95% CI 38.4 to 41.8) in R3, and 45.2% (95% CI 43.3 to 47.0) in R5. CONCLUSIONS HBHTS successfully augmented facility-based testing to achieve HIV diagnostic coverage in a high-burden community of Mozambique. HBHTS should be considered in sub-Saharan Africa communities striving to diagnose 95% of persons living with HIV.
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Affiliation(s)
- Duncan MacKellar
- Division of Global HIV and TBNational Center for Global HealthUS Centers for Disease Control and PreventionAtlantaGAUSA
| | - Ricardo Thompson
- Chókwè Health Research and Training CenterNational Institute of HealthChókwèMozambique
| | - Robert Nelson
- Division of Global HIV and TBNational Center for Global HealthUS Centers for Disease Control and PreventionAtlantaGAUSA
| | | | - Sherri Pals
- Division of Global HIV and TBNational Center for Global HealthUS Centers for Disease Control and PreventionAtlantaGAUSA
| | - Juvencio Bonzela
- Chókwè Health Research and Training CenterNational Institute of HealthChókwèMozambique
| | | | | | | | - Stelio Tamele
- District Directorate of Public HealthChókwèMozambique
| | | | - Inacio Malimane
- US Centers for Disease Control and PreventionMaputoMozambique
| | - Ishani Pathmanathan
- Division of Global HIV and TBNational Center for Global HealthUS Centers for Disease Control and PreventionAtlantaGAUSA
| | | | - Stanley Wei
- US Centers for Disease Control and PreventionMaputoMozambique
| | - Aleny Couto
- Mozambique Ministry of HealthMaputoMozambique
| | - Alfredo Vergara
- US Centers for Disease Control and PreventionMaputoMozambique
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Tola M, Habib RO, Sylvia A, Crowell TA, Rebecca NG, Charurat ME, Dakum P, Ndembi N. Field evaluation of HIV-1 viral load monitoring in adults and children receiving antiretroviral treatment in Nigeria by dried blood spot testing with RealTime HIV-1 on m2000. J Clin Virol 2021; 135:104694. [PMID: 33476928 DOI: 10.1016/j.jcv.2020.104694] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Revised: 11/11/2020] [Accepted: 11/15/2020] [Indexed: 10/22/2022]
Abstract
In resource-limited settings, use of dried blood spots (DBS) could be a pragmatic alternative to plasma for VL monitoring in people living with HIV (PLWH). We compared results from DBS to standard plasma VL testing under field conditions in patients receiving antiretroviral therapy (ART). DBS cards were prepared from venous blood (V-DBS), finger-pricks using micro-capillary tubes (M-DBS), and direct spotting (D-DBS). DBS and matched EDTA plasma were tested on the Abbott m2000 platform using the appropriate RealTime HIV-1 quantitative CE protocol. Matched plasma samples were also tested on the Roche COBAS Ampliprep/COBAS TaqMan version 2.0. Diagnostic accuracy indicators (sensitivity, specificity, misclassification rate, and kappa coefficient) for viral failure (VF) based on different VL threshold levels and agreement of absolute VL were calculated. A total of 669 participants provided 2676 samples. V-DBS had a peak sensitivity for VF of 89.1 % [95 % CI: 85.5-92.7] at the 1000 copies/mL threshold and a peak specificity of 97.4 % [95 % CI: 95.9-99.0] at the 5000 copies/mL threshold. The lowest proportion of upward misclassification (patients classified with VF who actually had viral suppression) for V-DBS was 3.1 % [95 % CI: 1.4-4.8] at the 5000 copies/mL threshold, whereas the lowest proportion of downward misclassification (patients classified as undetectable who actually had VF) was 10.9 % [95 % CI: 7.2-14.5] at the 1000 copies/mL threshold. Abbott RealTime HIV-1 VL results from all 3 DBS types for adults and children showed strong correlation with the gold standard plasma-based assay. DBS could be useful for monitoring VL in resource limited settings such as Nigeria.
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Affiliation(s)
- Monday Tola
- Institute of Human Virology Nigeria, Abuja, Federal Capital Territory, Nigeria
| | - Ramadhani O Habib
- Institute of Human Virology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Adebajo Sylvia
- Maryland Global Initiatives Corporation, University of Maryland, Nigeria
| | - Trevor A Crowell
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA; U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | - Nowak G Rebecca
- Institute of Human Virology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Manhattan E Charurat
- Institute of Human Virology Nigeria, Abuja, Federal Capital Territory, Nigeria; Institute of Human Virology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Patrick Dakum
- Institute of Human Virology Nigeria, Abuja, Federal Capital Territory, Nigeria; Institute of Human Virology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Nicaise Ndembi
- Institute of Human Virology Nigeria, Abuja, Federal Capital Territory, Nigeria; Institute of Human Virology, University of Maryland School of Medicine, Baltimore, MD, USA; Africa Centers for Disease Control and Prevention (Africa CDC), African Union Commission, Addis Ababa, Ethiopia; Kanazawa University, Graduate Medical Sciences, Kanazawa, Japan.
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Yacouba A, Congo M, Dioma GK, Somlare H, Coulidiaty D, Ouattara K, Sangare L. Whatman FTA cards versus plasma specimens for the quantitation of HIV-1 RNA using two real-time PCR assays. Access Microbiol 2020; 2:acmi000138. [PMID: 32974600 PMCID: PMC7497827 DOI: 10.1099/acmi.0.000138] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Accepted: 02/17/2020] [Indexed: 11/24/2022] Open
Abstract
Background Several studies have compared the use of dried blot spot (DBS) as an alternative to plasma specimens, mainly using Whatman 903 cards as filter paper. The aim of this study was to evaluate the use of Whatman FTA card (FTA card) specimens for HIV-1 viral load testing compared to plasma specimens using two real-time PCR assays manufactured by Roche and Abbott. Methodology A cross-sectional study was conducted between April 2017 and September 2017 on HIV-1 patients admitted to Yalgado Ouédraogo Teaching Hospital. Paired FTA cards and plasma specimens were collected and analysed using the Abbott Real-Time HIV-1 assay (Abbott) and COBAS AmpliPrep/COBAS TaqMan v2.0 (Roche). Results In total, 107 patients were included. No statistical differences (P>0.05) were observed between the mean viral loads obtained from the FTA cards and those of the plasma specimens using the Roche and Abbott assays. In total, 29 samples with Roche and 15 samples with Abbott assay showed discrepant results. At viral loads of ≤1000 copies ml−1, the sensitivity and specificity of the FTA cards were 78.6 and 100% with Roche, and 92.3 and 95.9% with Abbott, respectively. Both the Roche and Abbott assays showed good correlation and agreement between the FTA cards and plasma values. Conclusion Our study demonstrates the feasibility of using FTA card filter paper for HIV-1 viral load testing. However, further studies will be required for the validation of the use of FTA card filter paper in HIV-1 treatment monitoring.
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Affiliation(s)
- Abdourahamane Yacouba
- Laboratoire National de Référence du VIH/Sida et des Infections Sexuellement Transmissibles, Centre Hospitalier Universitaire Yalgado Ouédraogo, 03 B.P. 7022 Ouaga 03, Ouagadougou, Burkina Faso
| | - Malika Congo
- Laboratoire National de Référence du VIH/Sida et des Infections Sexuellement Transmissibles, Centre Hospitalier Universitaire Yalgado Ouédraogo, 03 B.P. 7022 Ouaga 03, Ouagadougou, Burkina Faso
| | - Gérard Komonsira Dioma
- Laboratoire National de Référence du VIH/Sida et des Infections Sexuellement Transmissibles, Centre Hospitalier Universitaire Yalgado Ouédraogo, 03 B.P. 7022 Ouaga 03, Ouagadougou, Burkina Faso
| | - Hermann Somlare
- Laboratoire National de Référence du VIH/Sida et des Infections Sexuellement Transmissibles, Centre Hospitalier Universitaire Yalgado Ouédraogo, 03 B.P. 7022 Ouaga 03, Ouagadougou, Burkina Faso
| | - David Coulidiaty
- Laboratoire National de Référence du VIH/Sida et des Infections Sexuellement Transmissibles, Centre Hospitalier Universitaire Yalgado Ouédraogo, 03 B.P. 7022 Ouaga 03, Ouagadougou, Burkina Faso
| | - Kalifa Ouattara
- Laboratoire National de Référence du VIH/Sida et des Infections Sexuellement Transmissibles, Centre Hospitalier Universitaire Yalgado Ouédraogo, 03 B.P. 7022 Ouaga 03, Ouagadougou, Burkina Faso
| | - Lassana Sangare
- Unité de Formation et des Recherches en Sciences de la Santé, Université Ouaga I Pr Joseph KI-ZERBO, 03 B.P. 7021 Ouaga 03, Ouagadougou, Burkina Faso
- Laboratoire National de Référence du VIH/Sida et des Infections Sexuellement Transmissibles, Centre Hospitalier Universitaire Yalgado Ouédraogo, 03 B.P. 7022 Ouaga 03, Ouagadougou, Burkina Faso
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Abstract
HIV diagnostics have played a central role in the remarkable progress in identifying, staging, initiating, and monitoring infected individuals on life-saving antiretroviral therapy. They are also useful in surveillance and outbreak responses, allowing for assessment of disease burden and identification of vulnerable populations and transmission "hot spots," thus enabling planning, appropriate interventions, and allocation of appropriate funding. HIV diagnostics are critical in achieving epidemic control and require a hybrid of conventional laboratory-based diagnostic tests and new technologies, including point-of-care (POC) testing, to expand coverage, increase access, and positively impact patient management. In this review, we provide (i) a historical perspective on the evolution of HIV diagnostics (serologic and molecular) and their interplay with WHO normative guidelines, (ii) a description of the role of conventional and POC testing within the tiered laboratory diagnostic network, (iii) information on the evaluations and selection of appropriate diagnostics, (iv) a description of the quality management systems needed to ensure reliability of testing, and (v) strategies to increase access while reducing the time to return results to patients. Maintaining the central role of HIV diagnostics in programs requires periodic monitoring and optimization with quality assurance in order to inform adjustments or alignment to achieve epidemic control.
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Wiesmann F, Ehret R, Naeth G, Däumer M, Fuhrmann J, Kaiser R, Noah C, Obermeier M, Schalasta G, Tiemann C, Wolf E, Knechten H, Braun P. Multicenter Evaluation of Two Next-Generation HIV-1 Quantitation Assays, Aptima Quant Dx and Cobas 6800, in Comparison to the RealTi me HIV-1 Reference Assay. J Clin Microbiol 2018; 56:e00292-18. [PMID: 30068537 PMCID: PMC6156314 DOI: 10.1128/jcm.00292-18] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Accepted: 06/23/2018] [Indexed: 01/09/2023] Open
Abstract
High accuracy and precision at the lower end of quantification are crucial requirements of a modern HIV viral load (VL) assay, since some clinically relevant thresholds are located at 50 and 200 copies/ml. In this study, we compared the performance of two new fully automated HIV-1 VL assays, Aptima HIV-1 Quant Dx and Cobas HIV-1 (Cobas 6800), with the established RealTime m2000 assay. Assay precision and accuracy were evaluated in a retrospective evaluation out of excess plasma material from four HIV-1+ individuals (subtypes B, C, CRF01_AE, and CRF02_AG). Native plasma samples were diluted to nominal concentrations at 50 and 200 copies/ml (according to the RealTime m2000 assay). All dilutions were tested in triplicate in five independent runs over 5 days and in three labs per system. Assay concordance was determined using 1,011 surplus clinical routine samples, as well as selected retrospective longitudinal samples from 7 patients on treatment. The three assays yielded highly concordant results for individual clinical samples (R2 > 0.98; average difference, ≤0.2 log copies/ml) and retrospective longitudinal samples from patients on treatment. The Aptima and RealTime assays showed similar high precision, meeting the 5σ criterion for the majority of samples across all labs and subtypes. The Cobas assay was less precise, missing the 5σ criterion for the majority of samples at low concentrations. In this analysis, results from the Cobas assay appeared less reliable near the clinically relevant cutoff and should be interpreted with more caution in this context. Due to high precision, full automation, and high concordance with the RealTime assay, the Aptima assay represents a good alternative in routine VL monitoring.
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Affiliation(s)
- Frank Wiesmann
- PZB Aachen, Medical Center for Infectious Diseases, Aachen, Germany
| | - Robert Ehret
- MVZmib AG, Medical Center for Infectious Diseases, Berlin, Germany
| | - Gudrun Naeth
- PZB Aachen, Medical Center for Infectious Diseases, Aachen, Germany
| | - Martin Däumer
- IIG-Institute of Immunology and Genetics, Kaiserslautern, Germany
| | | | - Rolf Kaiser
- University of Cologne, Institute of Virology, Cologne, Germany
| | | | - Martin Obermeier
- MVZmib AG, Medical Center for Infectious Diseases, Berlin, Germany
| | - Gunnar Schalasta
- Labor Enders, Laboratory for Medical Diagnostics, Stuttgart, Germany
| | - Carsten Tiemann
- Labor Krone, Laboratory for Medical Diagnostics, Bad Salzuflen, Germany
| | | | | | - Patrick Braun
- PZB Aachen, Medical Center for Infectious Diseases, Aachen, Germany
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Chang J, de Sousa A, Sabatier J, Assane M, Zhang G, Bila D, Vaz P, Alfredo C, Cossa L, Bhatt N, Koumans EH, Yang C, Rivadeneira E, Jani I, Houston JC. Performance characteristics of finger-stick dried blood spots (DBS) on the determination of human immunodeficiency virus (HIV) treatment failure in a pediatric population in Mozambique. PLoS One 2017; 12:e0181054. [PMID: 28704560 PMCID: PMC5509298 DOI: 10.1371/journal.pone.0181054] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2016] [Accepted: 06/26/2017] [Indexed: 12/13/2022] Open
Abstract
Quantitative plasma viral load (VL) at 1000 copies /mL was recommended as the threshold to confirm antiretroviral therapy (ART) failure by the World Health Organization (WHO). Because of ongoing challenges of using plasma for VL testing in resource-limited settings (RLS), especially for children, this study collected 717 DBS and paired plasma samples from children receiving ART ≥1 year in Mozambique and compared the performance of DBS using Abbott’s VL test with a paired plasma sample using Roche’s VL test. At a cut-off of 1000 copies/mL, sensitivity of DBS using Abbott DBS VL test was 79.9%, better than 71.0% and 63.9% at 3000 and 5000 copies/mL, respectively. Specificities were 97.6%, 98.8%, 99.3% at 1000, 3000, and 5000 copies/mL, respectively. The Kappa value at 1000 copies/mL, 0.80 (95% CI: 0.73, 0.87), was higher than 0.73 (95% CI: 0.66, 0.80) and 0.66 (95% CI: 0.59, 0.73) at 3000, 5000 copies/mL, respectively, also indicating better agreement. The mean difference between the DBS and plasma VL tests with 95% limits of agreement by Bland-Altman was 0.311 (-0.908, 1.530). Among 73 children with plasma VL between 1000 to 5000 copies/mL, the DBS results were undetectable in 53 at the 1000 copies/mL threshold. While one DBS sample in the Abbott DBS VL test may be an alternative method to confirm ART failure at 1000 copies/mL threshold when a plasma sample is not an option for treatment monitoring, because of sensitivity concerns between 1,000 and 5,000 copies/ml, two DBS samples may be preferred accompanied by careful patient monitoring and repeat testing.
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Affiliation(s)
- Joy Chang
- Centers for Disease Control and Prevention (CDC), Atlanta, GA, United States of America
- * E-mail: (jc); (jch)
| | - Amina de Sousa
- Instituto Nacional de Saúde (INS), Ministry of Health, Maputo, Mozambique
| | - Jennifer Sabatier
- Centers for Disease Control and Prevention (CDC), Atlanta, GA, United States of America
| | - Mariamo Assane
- Instituto Nacional de Saúde (INS), Ministry of Health, Maputo, Mozambique
| | - Guoqing Zhang
- Centers for Disease Control and Prevention (CDC), Atlanta, GA, United States of America
| | - Dulce Bila
- Fundação Ariel Glaser contra o SIDA Pediátrico (Ariel), Maputo, Mozambique
| | - Paula Vaz
- Fundação Ariel Glaser contra o SIDA Pediátrico (Ariel), Maputo, Mozambique
| | - Charity Alfredo
- Centers for Disease Control and Prevention, Maputo, Mozambique
| | - Loide Cossa
- Instituto Nacional de Saúde (INS), Ministry of Health, Maputo, Mozambique
| | - Nilesh Bhatt
- Instituto Nacional de Saúde (INS), Ministry of Health, Maputo, Mozambique
| | - Emilia H. Koumans
- Centers for Disease Control and Prevention (CDC), Atlanta, GA, United States of America
| | - Chunfu Yang
- Centers for Disease Control and Prevention (CDC), Atlanta, GA, United States of America
| | - Emilia Rivadeneira
- Centers for Disease Control and Prevention (CDC), Atlanta, GA, United States of America
| | - Ilesh Jani
- Instituto Nacional de Saúde (INS), Ministry of Health, Maputo, Mozambique
| | - James C. Houston
- Centers for Disease Control and Prevention (CDC), Atlanta, GA, United States of America
- * E-mail: (jc); (jch)
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Makadzange AT, Boyd FK, Chimukangara B, Masimirembwa C, Katzenstein D, Ndhlovu CE. A Simple Phosphate-Buffered-Saline-Based Extraction Method Improves Specificity of HIV Viral Load Monitoring Using Dried Blood Spots. J Clin Microbiol 2017; 55:2172-2179. [PMID: 28468852 PMCID: PMC5483919 DOI: 10.1128/jcm.00176-17] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2017] [Accepted: 04/19/2017] [Indexed: 12/30/2022] Open
Abstract
Although Roche COBAS Ampliprep/COBAS TaqMan (CAP/CTM) systems are widely used in sub-Saharan Africa for early infant diagnosis of HIV from dried blood spots (DBS), viral load monitoring with this system is not practical due to nonspecific extraction of both cell-free and cell-associated viral nucleic acids. A simplified DBS extraction technique for cell-free virus elution using phosphate-buffered saline (PBS) may provide an alternative analyte for lower-cost quantitative HIV virus load (VL) testing to monitor antiretroviral therapy (ART). We evaluated the CAP/CTM v2.0 assay in 272 paired plasma and DBS specimens using the cell-free virus elution method and determined the level of agreement, sensitivity, and specificity at thresholds of target not detected (TND), target below the limit of quantification (BLQ) (<20 copies/ml in plasma or <400 copies/ml in DBS), and VL of <1,000 copies/ml, and VL of <5,000 copies/ml. Reported plasma VL ranged from TND, or <20, to 5,781,592 copies/ml, and DBS VL ranged from TND, or <400, to 467,600 copies/ml. At <1000 copies/ml, agreement between DBS and plasma was 96.7% (kappa coefficient, 0.93; P < 0.0001). The mean difference between DBS and plasma VL values was -1.06 log10 copies/ml (95% confidence interval [CI], -1.17, -0.97; P < 0.0001). At a treatment failure threshold of >1,000 copies/ml, the sensitivities, specificities, positive predictive values (PPV), and negative predictive values (NPV) were 92.7%, 100%, 100%, and 94.3%, respectively. PBS elution of DBS offers a sensitive and specific method for monitoring plasma viremia among adults and children on ART at the WHO-recommended threshold of >1,000 copies/ml on the Roche CAP/CTM system.
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Affiliation(s)
- A Tariro Makadzange
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachussetts, USA
- Department of Medicine, University of Zimbabwe College of Health Sciences, Harare, Zimbabwe
| | - F Kathryn Boyd
- Department of Medicine, University of Zimbabwe College of Health Sciences, Harare, Zimbabwe
| | - Benjamin Chimukangara
- Department of Virology, National Health Laboratory Service, University of KwaZulu-Natal, Durban, South Africa
| | | | - David Katzenstein
- Division of Infectious Diseases, Stanford University, Palo Alto, California, USA
| | - Chiratidzo E Ndhlovu
- Department of Medicine, University of Zimbabwe College of Health Sciences, Harare, Zimbabwe
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10
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Evaluation of the performance of Abbott m2000 and Roche COBAS Ampliprep/COBAS Taqman assays for HIV-1 viral load determination using dried blood spots and dried plasma spots in Kenya. PLoS One 2017. [PMID: 28622370 PMCID: PMC5473550 DOI: 10.1371/journal.pone.0179316] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Routine HIV viral load testing is not widely accessible in most resource-limited settings, including Kenya. To increase access to viral load testing, alternative sample types like dried blood spots (DBS), which overcome the logistic barriers associated with plasma separation and cold chain shipment need to be considered and evaluated. The current study evaluated matched dried blood spots (DBS) and dried plasma spots (DPS) against plasma using the Abbott M 2000 (Abbott) and Roche Cobas Ampliprep/Cobas TaqMan (CAP/CTM) quantitative viral load assays in western Kenya. METHODS Matched plasma DBS and DPS were obtained from 200 HIV-1 infected antiretroviral treatment (ART)-experienced patients attending patient support centers in Western Kenya. Standard quantitative assay performance parameters with accompanying 95% confidence intervals (CI) were assessed at the assays lower detection limit (400cps/ml for CAP/CTM and 550cps/ml for Abbott) using SAS version 9.2. Receiver operating curves (ROC) were further used to assess viral-load thresholds with best assay performance (reference assay CAP/CTM plasma). RESULTS Using the Abbott test, the sensitivity and specificity, respectively, for DPS were (97.3%, [95%CI: 93.2-99.2] and 98.1% [95%CI: 89.7-100]) and those for DBS (93.9% [95%CI: 88.8-97.2] and 88.0% [95%CI: 82.2-92.4]). The correlation and agreement using paired plasma and DPS/DBS were strong, with r2 = 90.5 and rc = 68.1. The Bland-Altman relative percent change was 95.3 for DPS, (95%CI: 90.4-97.7) and 73.6 (95%CI: 51.6-86.5) for DBS. Using the CAP/CTM assay, the sensitivity for DBS was significantly higher compared to DPS (100.0% [95% CI: 97.6-100.0] vs. 94.7% [95%CI: 89.8-97.7]), while the specificity for DBS was lower: 4%, [95% CI: 0.4-13.7] compared to DPS: 94.0%, [95% CI: 83.5-98.7]. When compared under different clinical relevant thresholds, the accuracy for the Abbott assay was 95% at the 1000cps/ml cut-off with a sensitivity and specificity of 96.6% [95% CI 91.8-98.7] and 90.4% [95% CI 78.2-96.4] respectively. The optimum threshold was at 3000 cps/ml with an accuracy of 95.5%, sensitivity and specificity of 94.6% [95%CI 89.3-97.5] and 98.1% [95%CI 88.4-99.9]) respectively. The best threshold for CAP/CTM was at 4000 copies /mL, with 92.5% accuracy (sensitivity of 96.0% [95%CI 91.0-98.3] and specificity of 82.7% [95%CI 69.2-91.3]). CONCLUSIONS There was similar performance between matched DBS, DPS and plasma using the Abbott test, and good correlation for matched DPS and plasma using the CAPCTM test. The findings suggest that DBS and DPS may be reliably used as alternative specimens to plasma to measure HIV-1 VL using Abbott, and DPS may be reliably used with CAP/CTM in resource-limited settings.
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11
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Goel N, Ritchie AV, Mtapuri-Zinyowera S, Zeh C, Stepchenkova T, Lehga J, De Ruiter A, Farleigh LE, Edemaga D, So R, Sembongi H, Wisniewski C, Nadala L, Schito M, Lee H. Performance of the SAMBA I and II HIV-1 Semi-Q Tests for viral load monitoring at the point-of-care. J Virol Methods 2017; 244:39-45. [PMID: 28274744 DOI: 10.1016/j.jviromet.2017.03.001] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2017] [Revised: 03/03/2017] [Accepted: 03/04/2017] [Indexed: 12/01/2022]
Abstract
Although access to antiretroviral therapy for HIV infection is increasing in resource-poor countries, viral load testing for monitoring of treatment efficacy remains limited, expensive, and confined to centralized laboratories. The SAMBA HIV-1 Semi-Q Test is a nucleic acid-based amplification assay developed for viral load monitoring performed on either the semi-automated SAMBA I system for laboratory use or the fully automated SAMBA II system for point-of care use. We have assessed the performance characteristics of the SAMBA HIV-1 Semi-Q Test on SAMBA I and SAMBA II systems according to the Common Technical Specifications of the European Community's 98/79 In Vitro Diagnostic Medical Devices Directive. The sensitivity, specificity, reproducibility, and viral subtype coverage of the test were similar on the SAMBA I and SAMBA II platforms. The clinical performance on the SAMBA I system was compared with the Roche CAP/CTM assay and evaluated in-house with 130 patient specimens from London as well as in the field with 390 specimens in Kenya and Zimbabwe. The overall concordance between the SAMBA and CAP/CTM assays was 98.1%. The clinical performance of the test on the SAMBA II platform in comparison with the Abbott HIV-1 RealTime Assay was evaluated in-house with 150 specimens from Ukraine, yielding a concordance of 98.0%. The results thus show that the SAMBA HIV-1 Semi-Q Test performs equivalently on SAMBA I and SAMBA II, and they suggest that the test is suitable for implementation at the point-of-care in resource-poor regions where viral load testing is desperately needed but often unavailable.
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Affiliation(s)
- Neha Goel
- Diagnostics Development Unit, Department of Haematology, University of Cambridge, Science Village, Chesterford Research Park, Little Chesterford CB10 1XL, UK
| | - Allyson V Ritchie
- Diagnostics Development Unit, Department of Haematology, University of Cambridge, Science Village, Chesterford Research Park, Little Chesterford CB10 1XL, UK
| | | | - Clement Zeh
- Kenya Medical Research Institute/US CDC Research and Public Health Collaboration (KEMRI-CDC), Kisumu, Kenya
| | | | - Jesse Lehga
- Diagnostics for the Real World Ltd., 840 Del Rey Avenue, Sunnyvale 94085, CA, USA
| | - Annemiek De Ruiter
- Department of Genitourinary Medicine and HIV, Guy's and St Thomas' NHS Foundation Trust, London SE1 9RT, UK
| | - Laura E Farleigh
- Diagnostics Development Unit, Department of Haematology, University of Cambridge, Science Village, Chesterford Research Park, Little Chesterford CB10 1XL, UK
| | - Daniel Edemaga
- Diagnostics for the Real World Ltd., 840 Del Rey Avenue, Sunnyvale 94085, CA, USA
| | - Rosario So
- Diagnostics for the Real World Ltd., 840 Del Rey Avenue, Sunnyvale 94085, CA, USA
| | - Hiroshi Sembongi
- Diagnostics for the Real World (Europe) Ltd., Science Village, Chesterford Research Park, Little Chesterford CB10 1XL, UK
| | - Craig Wisniewski
- Diagnostics Development Unit, Department of Haematology, University of Cambridge, Science Village, Chesterford Research Park, Little Chesterford CB10 1XL, UK; Diagnostics for the Real World Ltd., 840 Del Rey Avenue, Sunnyvale 94085, CA, USA
| | - Lourdes Nadala
- Diagnostics for the Real World Ltd., 840 Del Rey Avenue, Sunnyvale 94085, CA, USA
| | - Marco Schito
- Division of AIDS, Henry M. Jackson Foundation for Advancement of Military Medicine, National Institutes of Health, Fishers Lane, Rockville 5601, MD, USA
| | - Helen Lee
- Diagnostics Development Unit, Department of Haematology, University of Cambridge, Science Village, Chesterford Research Park, Little Chesterford CB10 1XL, UK; Diagnostics for the Real World Ltd., 840 Del Rey Avenue, Sunnyvale 94085, CA, USA.
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12
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Fonjungo PN, Alemnji GA, Kebede Y, Opio A, Mwangi C, Spira TJ, Beard RS, Nkengasong JN. Combatting Global Infectious Diseases: A Network Effect of Specimen Referral Systems. Clin Infect Dis 2017; 64:796-803. [PMID: 28200031 DOI: 10.1093/cid/ciw817] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The recent Ebola virus outbreak in West Africa clearly demonstrated the critical role of laboratory systems and networks in responding to epidemics. Because of the huge challenges in establishing functional laboratories at all tiers of health systems in developing countries, strengthening specimen referral networks is critical. In this review article, we propose a platform strategy for developing specimen referral networks based on 2 models: centralized and decentralized laboratory specimen referral networks. These models have been shown to be effective in patient management in programs in resource-limited settings. Both models lead to reduced turnaround time and retain flexibility for integrating different specimen types. In Haiti, decentralized specimen referral systems resulted in a 182% increase in patients enrolling in human immunodeficiency virus treatment programs within 6 months. In Uganda, cost savings of up to 62% were observed with a centralized model. A platform strategy will create a network effect that will benefit multiple disease programs.
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Affiliation(s)
- Peter N Fonjungo
- International Laboratory Branch, Division of Global HIV and Tuberculosis (DGHT), Center for Global Health (CGH), Centers for Disease Control and Prevention (CDC), Atlanta, Georgia
| | | | | | - Alex Opio
- Central Public Health Laboratories, Ministry of Health, and
| | | | - Thomas J Spira
- HIV Care and Treatment Branch, DGHT, CGH, CDC, Atlanta, Georgia
| | - R Suzanne Beard
- International Laboratory Branch, Division of Global HIV and Tuberculosis (DGHT), Center for Global Health (CGH), Centers for Disease Control and Prevention (CDC), Atlanta, Georgia
| | - John N Nkengasong
- International Laboratory Branch, Division of Global HIV and Tuberculosis (DGHT), Center for Global Health (CGH), Centers for Disease Control and Prevention (CDC), Atlanta, Georgia
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13
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Moyo S, Mohammed T, Wirth KE, Prague M, Bennett K, Holme MP, Mupfumi L, Sebogodi P, Moraka NO, Boleo C, Maphorisa CN, Seraise B, Gaseitsiwe S, Musonda RM, van Widenfelt E, Powis KM, Gaolathe T, Tchetgen Tchetgen EJ, Makhema JM, Essex M, Lockman S, Novitsky V. Point-of-Care Cepheid Xpert HIV-1 Viral Load Test in Rural African Communities Is Feasible and Reliable. J Clin Microbiol 2016; 54:3050-3055. [PMID: 27733636 PMCID: PMC5121399 DOI: 10.1128/jcm.01594-16] [Citation(s) in RCA: 60] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2016] [Accepted: 10/05/2016] [Indexed: 11/20/2022] Open
Abstract
Routine monitoring of HIV-1 RNA or viral load (VL) in patients on antiretroviral therapy (ART) is important, but there are multiple impediments to VL testing in resource-constrained settings. An accurate point-of-care (POC) HIV-1 VL test could alleviate many of these challenges. We compared the performance of the Cepheid Xpert HIV-1 VL assay against the laboratory-based Abbott m2000sp/m2000rt assay (Abbott assay). ART-naive individuals participating in the Botswana Combination Prevention Project in 20 communities provided EDTA-blood specimens during household surveys. Both the POC Xpert HIV-1 VL and Abbott assays were performed on specimens sampled from 277 individuals. We found a high correlation between the Xpert HIV-1 VL and Abbott assay results (r2 = 0.92; P < 0.001). The overall mean difference in the HIV-1 RNA values obtained by Xpert HIV-1 VL assay and Abbott assay was 0.34 log10 copies/ml (95% confidence interval [CI], 0.26 to 0.40 log10 copies/ml) (P < 0.001). Using a clinically relevant level of 1,000 copies/ml as a threshold, agreement was 90.6% (95% CI, 87.9 to 93.1%), with a sensitivity of 98.6% (95% CI, 97.2 to 100%). The two methods agreed on their detectability of HIV-1 RNA (>40 copies/ml) at 97.1% (95% CI, 95.5 to 98.7%), with a sensitivity of 99.6% (95% CI, 97.2 to 100%). The POC Cepheid Xpert HIV-1 VL assay showed high agreement and accuracy with a laboratory-based method of HIV-1 RNA testing. The POC Xpert HIV-1 VL assay tended to overestimate HIV-1 VL, although the difference was below a clinically relevant threshold of 0.5 log10 copies/ml. The POC Cepheid Xpert HIV-1 VL assay is a promising tool for monitoring patients on ART in southern Africa.
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Affiliation(s)
- Sikhulile Moyo
- Botswana-Harvard AIDS Institute Partnership, Gaborone, Botswana
- University of Stellenbosch, Division of Medical Virology, Faculty of Medicine & Health Sciences, Tygerberg, South Africa
| | | | - Kathleen E Wirth
- Harvard T. H. Chan School of Public Health, Department of Epidemiology, Boston, Massachusetts, USA
- Harvard T. H. Chan School of Public Health, Department of Immunology and Infectious Diseases, Boston, Massachusetts, USA
| | - Melanie Prague
- Harvard T. H. Chan School of Public Health, Department of Biostatistics, Boston, Massachusetts, USA
| | - Kara Bennett
- Bennett Statistical Consulting, Inc., Ballston Lake, New York, USA
| | - Molly Pretorius Holme
- Botswana-Harvard AIDS Institute Partnership, Gaborone, Botswana
- Harvard T. H. Chan School of Public Health, Department of Biostatistics, Boston, Massachusetts, USA
| | - Lucy Mupfumi
- Botswana-Harvard AIDS Institute Partnership, Gaborone, Botswana
| | | | | | - Corretah Boleo
- Botswana-Harvard AIDS Institute Partnership, Gaborone, Botswana
| | | | | | - Simani Gaseitsiwe
- Botswana-Harvard AIDS Institute Partnership, Gaborone, Botswana
- Harvard T. H. Chan School of Public Health, Department of Immunology and Infectious Diseases, Boston, Massachusetts, USA
| | - Rosemary M Musonda
- Botswana-Harvard AIDS Institute Partnership, Gaborone, Botswana
- Harvard T. H. Chan School of Public Health, Department of Immunology and Infectious Diseases, Boston, Massachusetts, USA
| | - Erik van Widenfelt
- Botswana-Harvard AIDS Institute Partnership, Gaborone, Botswana
- Harvard T. H. Chan School of Public Health, Department of Immunology and Infectious Diseases, Boston, Massachusetts, USA
| | - Kathleen M Powis
- Botswana-Harvard AIDS Institute Partnership, Gaborone, Botswana
- Harvard T. H. Chan School of Public Health, Department of Immunology and Infectious Diseases, Boston, Massachusetts, USA
- Massachusetts General Hospital, Departments of Medicine and Pediatrics, Boston, Massachusetts, USA
| | | | - Eric J Tchetgen Tchetgen
- Harvard T. H. Chan School of Public Health, Department of Epidemiology, Boston, Massachusetts, USA
- Harvard T. H. Chan School of Public Health, Department of Biostatistics, Boston, Massachusetts, USA
| | - Joseph M Makhema
- Botswana-Harvard AIDS Institute Partnership, Gaborone, Botswana
- Harvard T. H. Chan School of Public Health, Department of Immunology and Infectious Diseases, Boston, Massachusetts, USA
| | - Max Essex
- Botswana-Harvard AIDS Institute Partnership, Gaborone, Botswana
- Harvard T. H. Chan School of Public Health, Department of Immunology and Infectious Diseases, Boston, Massachusetts, USA
| | - Shahin Lockman
- Botswana-Harvard AIDS Institute Partnership, Gaborone, Botswana
- Harvard T. H. Chan School of Public Health, Department of Immunology and Infectious Diseases, Boston, Massachusetts, USA
- Brigham and Women's Hospital, Division of Infectious Diseases, Boston, Massachusetts, USA
| | - Vladimir Novitsky
- Botswana-Harvard AIDS Institute Partnership, Gaborone, Botswana
- Harvard T. H. Chan School of Public Health, Department of Immunology and Infectious Diseases, Boston, Massachusetts, USA
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Banks HT, Hu S, Link K, Rosenberg ES, Mitsuma S, Rosario L. Modeling Immune Response to BK Virus Infection and Donor Kidney in Renal Transplant Recipients. INVERSE PROBLEMS IN SCIENCE AND ENGINEERING 2016; 24:127-152. [PMID: 26925154 PMCID: PMC4767521 DOI: 10.1080/17415977.2015.1017484] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2014] [Accepted: 01/25/2015] [Indexed: 06/04/2023]
Abstract
In this paper we develop and validate with bootstrapping techniques a mechanistic mathematical model of immune response to both BK virus infection and a donor kidney based on known and hypothesized mechanisms in the literature. The model presented does not capture all the details of the immune response but possesses key features that describe a very complex immunological process. We then estimate model parameters using a least squares approach with a typical set of available clinical data. Sensitivity analysis combined with asymptotic theory is used to determine the number of parameters that can be reliably estimated given the limited number of observations.
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Affiliation(s)
- H T Banks
- Center for Research in Scientific Computation, North Carolina State University, Raleigh, NC 27695-8212 USA
| | - Shuhua Hu
- Center for Research in Scientific Computation, North Carolina State University, Raleigh, NC 27695-8212 USA
| | - Kathryn Link
- Center for Research in Scientific Computation, North Carolina State University, Raleigh, NC 27695-8212 USA
| | - Eric S Rosenberg
- Partners Human Research Committee, Massachusetts General Hospital, Boston, MA 02114 USA
| | - Sheila Mitsuma
- Partners Human Research Committee, Massachusetts General Hospital, Boston, MA 02114 USA
| | - Lauren Rosario
- Partners Human Research Committee, Massachusetts General Hospital, Boston, MA 02114 USA
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15
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HIV-1 variability and viral load technique could lead to false positive HIV-1 detection and to erroneous viral quantification in infected specimens. J Infect 2015; 71:368-76. [PMID: 26033694 DOI: 10.1016/j.jinf.2015.05.011] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2015] [Revised: 05/12/2015] [Accepted: 05/25/2015] [Indexed: 11/23/2022]
Abstract
OBJECTIVES Viral load (VL) testing is used for early HIV diagnosis in infants (EID) and for detecting early therapeutic failure events, but can be affected by HIV genetic variability. Dried blood samples (DBS) increase VL access and EID in remote settings and when low blood volume is available. METHODS This study compares VL values using Siemens VERSANT HIV-1 RNA 1.0 kPCR assay (kPCR) and Roche CAP/CTM Quantitative test v2.0 (CAP/CTM v2.0) in 176 DBS carrying different HIV-1 variants collected from 69 Equatoguinean mothers and their infants with known HIV-1 status (71 infected, 105 uninfected). RESULTS CAP/CTM v2.0 provided false positive VLs in 11 (10.5%) cases. VL differences above 0.5 log10 were observed in 42/49 (87.5%) DBS, and were above 1 log10 in 18 cases. CAP/CTM v2.0 quantified all the 41 specimens with previously inferred HIV-1 variant by phylogenetic analysis (68.3% recombinants) whereas kPCR only identified 90.2% of them, and was unable to detect 14.3% of 21 CRF02_AG viruses. CAP/CTM v2.0 showed higher sensitivity than kPCR (95.8% vs. 70.1%), quantifying a higher rate of viruses in infected DBS from subjects under antiretroviral exposure at sampling time compared to kPCR (94.7% vs. 96.2%, p-value<0.001). kPCR showed maximum specificity (100%) whereas for CAP/CTM v2.0 was 89.5%. CONCLUSIONS VL assays should increase their sensitivity and specificity to avoid overestimated HIV-1 quantifications, which could be interpreted as virological failure events, or false negative diagnostic results due to genetic variability. We recommend using the same VL technique for each patient during antiretroviral therapy monitoring.
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16
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Rutstein SE, Hosseinipour MC, Kamwendo D, Soko A, Mkandawire M, Biddle AK, Miller WC, Weinberger M, Wheeler SB, Sarr A, Gupta S, Chimbwandira F, Mwenda R, Kamiza S, Hoffman I, Mataya R. Dried blood spots for viral load monitoring in Malawi: feasible and effective. PLoS One 2015; 10:e0124748. [PMID: 25898365 PMCID: PMC4405546 DOI: 10.1371/journal.pone.0124748] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2015] [Accepted: 03/05/2015] [Indexed: 11/24/2022] Open
Abstract
Objectives To evaluate the feasibility and effectiveness of dried blood spots (DBS) use for viral load (VL) monitoring, describing patient outcomes and programmatic challenges that are relevant for DBS implementation in sub-Saharan Africa. Methods We recruited adult antiretroviral therapy (ART) patients from five district hospitals in Malawi. Eligibility reflected anticipated Ministry of Health VL monitoring criteria. Testing was conducted at a central laboratory. Virological failure was defined as >5000 copies/ml. Primary outcomes were program feasibility (timely result availability and patient receipt) and effectiveness (second-line therapy initiation). Results We enrolled 1,498 participants; 5.9% were failing at baseline. Median time from enrollment to receipt of results was 42 days; 79.6% of participants received results within 3 months. Among participants with confirmed elevated VL, 92.6% initiated second-line therapy; 90.7% were switched within 365 days of VL testing. Nearly one-third (30.8%) of participants with elevated baseline VL had suppressed (<5,000 copies/ml) on confirmatory testing. Median period between enrollment and specimen testing was 23 days. Adjusting for relevant covariates, participants on ART >4 years were more likely to be failing than participants on therapy 1–4 years (RR 1.7, 95% CI 1.0-2.8); older participants were less likely to be failing (RR 0.95, 95% CI 0.92-0.98). There was no difference in likelihood of failure based on clinical symptoms (RR 1.17, 95% CI 0.65-2.11). Conclusions DBS for VL monitoring is feasible and effective in real-world clinical settings. Centralized DBS testing may increase access to VL monitoring in remote settings. Programmatic outcomes are encouraging, especially proportion of eligible participants switched to second-line therapy.
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Affiliation(s)
- Sarah E. Rutstein
- Department of Health Policy and Management, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States
- * E-mail:
| | - Mina C. Hosseinipour
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States
- University of North Carolina Project, Lilongwe, Malawi
| | | | - Alice Soko
- University of North Carolina Project, Lilongwe, Malawi
| | - Memory Mkandawire
- School of Public Health, Loma Linda University, Loma Linda, California, United States
| | - Andrea K. Biddle
- Department of Health Policy and Management, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States
| | - William C. Miller
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States
| | - Morris Weinberger
- Department of Health Policy and Management, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States
| | - Stephanie B. Wheeler
- Department of Health Policy and Management, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States
| | | | | | | | | | | | - Irving Hoffman
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States
| | - Ronald Mataya
- School of Public Health, Loma Linda University, Loma Linda, California, United States
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Titchmarsh L, Zeh C, Verpoort T, Allain JP, Lee H. Leukodepletion as a point-of-care method for monitoring HIV-1 viral load in whole blood. J Clin Microbiol 2015; 53:1080-6. [PMID: 25428162 PMCID: PMC4365239 DOI: 10.1128/jcm.02853-14] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2014] [Accepted: 11/14/2014] [Indexed: 11/20/2022] Open
Abstract
In order to limit the interference of HIV-1 cellular nucleic acids in estimating viral load (VL), the feasibility of leukodepletion of a small whole-blood (WB) volume to eliminate only leukocyte cell content was investigated, using a selection of filters. The efficacy of leukocyte filtration was evaluated by counting, CD45 quantitative PCR, and HIV-1 DNA quantification. Plasma HIV-1 was tested by real-time reverse transcription (RT)-PCR. A specific, miniaturized filter was developed and tested for leukocyte and plasma virus retention, WB sample dilution, and filtration parameters in HIV-1-spiked WB samples. This device proved effective to retain >99.9% of white blood cells in 100 μl of WB without affecting plasma VL. The Samba sample preparation chemistry was adapted to use a leukodepleted WB sample for VL monitoring using the point-of-care Samba-1 semiautomated system. The clinical performance of the assay was evaluated by testing 207 consecutive venous EDTA WB samples from HIV-1-infected patients attending a CD4 testing clinic. Most patients were on antiretroviral treatment (ART), but their VL status was unknown. Compared to the Roche Cobas AmpliPrep/Cobas TaqMan HIV-1 test, the new Samba assay had a concordance of 96.5%. The use of the Samba system with a VL test for WB might contribute to HIV-1 ART management and reduce loss-to-follow-up rates in resource-limited settings.
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Affiliation(s)
- Logan Titchmarsh
- Diagnostic Development Unit, Department of Haematology, University of Cambridge, Cambridge, United Kingdom
| | - Clement Zeh
- U.S. Centers for Disease Control and Prevention, HIV-Research Branch, Kisumu, Kenya, and Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Thierry Verpoort
- Macopharma, Department of Research and Development, Tourcoing, France
| | - Jean-Pierre Allain
- Division of Transfusion Medicine, Department of Haematology, University of Cambridge, Cambridge, United Kingdom
| | - Helen Lee
- Diagnostic Development Unit, Department of Haematology, University of Cambridge, Cambridge, United Kingdom
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18
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Quantification of plasma HIV RNA using chemically engineered peptide nucleic acids. Nat Commun 2014; 5:5079. [PMID: 25283173 PMCID: PMC4187110 DOI: 10.1038/ncomms6079] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2014] [Accepted: 08/26/2014] [Indexed: 11/08/2022] Open
Abstract
The remarkable stability of peptide nucleic acids (PNAs) toward enzymatic degradation makes this class of molecules ideal to develop as part of a diagnostic device. Here we report the development of chemically-engineered PNAs for the quantitative detection of HIV RNA at clinically relevant levels that are competitive with current PCR-based assays. Using a sandwich hybridization approach, chemical groups were systematically introduced into a surface PNA probe and a reporter PNA probe to achieve quantitative detection for HIV RNA as low as 20 copies per milliliter of plasma. For the surface PNA probe, four cyclopentane groups were incorporated to promote stronger binding to the target HIV RNA compared to PNA without the cyclopentanes. For the reporter PNA probe, 25 biotin groups were attached to promote strong signal amplification after binding to the target HIV RNA. These general approaches to engineer PNA probes may be used to detect other RNA target sequences.
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Limited utility of dried-blood- and plasma spot-based screening for antiretroviral treatment failure with Cobas Ampliprep/TaqMan HIV-1 version 2.0. J Clin Microbiol 2014; 52:3878-83. [PMID: 25143579 DOI: 10.1128/jcm.02063-14] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The 2013 WHO antiretroviral therapy (ART) guidelines recommend dried blood spots (DBS) as an alternative specimen type for viral load (VL) monitoring. We assessed the programmatic utility of screening for antiretroviral (ARV) treatment failure (TF) at 5,000 and 1,000 copies/ml using DBS and dried plasma spots (DPS) with a commonly used VL assay, the Roche Cobas Ampliprep/Cobas TaqMan V.2.0 (CAP/CTM). Plasma, DBS, and DPS were prepared from 839 whole-blood specimens collected from patients on ART for ≥ 6 months at three public facilities in Namibia. Using the CAP/CTM test, VL were measured in plasma, DBS, and DPS, and the results were compared using the plasma VL as the reference standard. The clinical sensitivities, specificities, and positive (PPV) and negative predictive values (NPV) of DBS at ARV TF diagnostic thresholds of 5,000 copies/ml and 1,000 copies/ml were 0.99, 0.55, 0.33, and 0.99 and 0.99, 0.26, 0.29, and 0.99, respectively, and for DPS at TF diagnostic thresholds of 5,000 copies/ml and 1,000 copies/ml, they were 0.88, 0.98, 0.92, and 0.97 and 0.91, 0.96, 0.89, and 0.97, respectively. The prevalences of TF were overestimated in DBS by 33% and 57% at these two thresholds, respectively. A high rate of false-positive results would occur if the CAP/CTM with DBS were to be used to screen for ARV TF. WHO recommendations for DBS-based VL monitoring should be specific to the VL assay version and type. Despite the better performance of DPS, the programmatic utility for TF screening may be limited by requirements for processing the whole blood at the collection site.
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Rutstein SE, Kamwendo D, Lugali L, Thengolose I, Tegha G, Fiscus SA, Nelson JAE, Hosseinipour MC, Sarr A, Gupta S, Chimbwandira F, Mwenda R, Mataya R. Measures of viral load using Abbott RealTime HIV-1 Assay on venous and fingerstick dried blood spots from provider-collected specimens in Malawian District Hospitals. J Clin Virol 2014; 60:392-8. [PMID: 24906641 DOI: 10.1016/j.jcv.2014.05.005] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2014] [Revised: 05/06/2014] [Accepted: 05/10/2014] [Indexed: 01/13/2023]
Abstract
BACKGROUND Viral suppression is a key indicator of antiretroviral therapy (ART) response among HIV-infected patients. Dried blood spots (DBS) are an appealing alternative to conventional plasma-based virologic testing, improving access to monitoring in resource-limited settings. However, validity of DBS obtained from fingerstick in field settings remains unknown. OBJECTIVES Investigate feasibility and accuracy of DBS vs plasma collected by healthcare workers in real-world settings of remote hospitals in Malawi. Compare venous DBS to fingerstick DBS for identifying treatment failure. STUDY DESIGN We recruited patients from ART clinics at two district hospitals in Malawi, collecting plasma, venous DBS (vDBS), and fingerstick DBS (fsDBS) cards for the first 149 patients, and vDBS and fsDBS only for the subsequent 398 patients. Specimens were tested using Abbott RealTime HIV-1 Assay (lower detection limit 40 copies/ml (plasma) and 550 copies/ml (DBS)). RESULTS 21/149 (14.1%) had detectable viremia (>1.6 log copies/ml), 13 of which were detectable for plasma, vDBS, and fsDBS. Linear regression demonstrated high correlation for plasma vs. DBS (vDBS: β=1.19, R(2)=0.93 (p<0.0001); fsDBS β=1.20, R(2)=0.90 (p<0.0001)) and vDBS vs. fsDBS (β=0.88, R(2)=0.73, (p<0.0001)). Mean difference between plasma and vDBS was 1.1 log copies/ml [SD: 0.27] and plasma and fsDBS 1.1 log copies/ml [SD: 0.31]. At 5000 copies/ml, sensitivity was 100%, and specificity was 98.6% and 97.8% for vDBS and fsDBS, respectively, compared to plasma. CONCLUSIONS DBS from venipuncture and fingerstick perform well at the failure threshold of 5000 copies/ml. Fingerstick specimen source may improve access to virologic treatment monitoring in resource-limited settings given task-shifting in high-volume, low-resource facilities.
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Affiliation(s)
- Sarah E Rutstein
- Department of Health Policy and Management, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States; Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.
| | | | | | | | | | - Susan A Fiscus
- UNC Center for AIDS Research and Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Julie A E Nelson
- UNC Center for AIDS Research and Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Mina C Hosseinipour
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States; UNC Project, Lilongwe, Malawi
| | | | | | | | | | - Ronald Mataya
- School of Public Health, Loma Linda University, United States
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Prospective evaluation of diagnostic accuracy of dried blood spots from finger prick samples for determination of HIV-1 load with the NucliSENS Easy-Q HIV-1 version 2.0 assay in Malawi. J Clin Microbiol 2014; 52:1343-51. [PMID: 24501032 DOI: 10.1128/jcm.03519-13] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
HIV-1 viral load (VL) testing is not widely available in resource-limited settings. The use of finger prick dried blood spot (FP-DBS) samples could remove barriers related to sample collection and transport. Measurement of VL using DBS from EDTA venous blood (VB-DBS) in place of plasma has previously been validated using the NucliSENS Easy-Q HIV-1 v2.0 assay, but information on the accuracy of FP-DBS samples for measuring VL is limited. This prospective study, conducted at Thyolo District Hospital in southern Malawi, compared VL levels measured on FP-DBS samples and plasma using the NucliSENS Easy-Q HIV-1 v2.0 assay. Comparability was assessed by means of agreement and correlation (131 patients with VLs of ≥100 copies/ml), sensitivity, and specificity (612 patients on antiretroviral treatment [ART]). Samples of EDTA venous blood and FP-DBS from 1,009 HIV-infected individuals were collected and prepared in the laboratory. Bland-Altman analysis found good agreement between plasma and FP-DBS VL levels, with a mean difference of -0.35 log10, and 95% limits of agreement from -1.26 to 0.55 log10. FP-DBS had a sensitivity of 88.7% (95% confidence interval [CI], 81.1 to 94.4%) and a specificity of 97.8% (95% CI, 96.1 to 98.9%) using a 1,000-copies/ml cut point and a sensitivity of 83.0% (95% CI, 73.4 to 90.1%) and a specificity of 100% (95% CI, 99.3 to 100%) using a 5,000-copies/ml cut point. This study shows that FP-DBS is an acceptable alternative to plasma for measuring VL using the NucliSENS Easy-Q HIV-1 v2.0. We are conducting a second study to assess the proficiency of health workers at preparing FP-DBS in primary health care clinics.
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