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Njuho PM, Haankuku UN. HIV Infection Progression Monitoring System Based on CD4 Counts and Wishart Distribution. AIDS Res Hum Retroviruses 2022; 38:743-752. [PMID: 35435764 DOI: 10.1089/aid.2021.0118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
The human immunodeficiency virus (HIV) is a viral infection that destroys the human immune system, resulting in the acquired immunodeficiency syndrome (AIDS). The management and care of patients on antiretroviral therapy (ART) consumes a large portion of the health budget of many countries. ART improves the lives of the HIV patients. However, benefiting from the treatment remains to be low due to the nonadherence, adverse events, and treatment failure associated with the transmitted drug resistance mutations (TDRMs). Extra care is therefore required in prescribing switch of ART regimens for HIV-naive patients. We propose a disease monitoring system, which depends on how the HIV-naive patients respond to the ART regimen. We model cluster of differentiation 4 (CD4) counts data measured at every 3 months in a period of 48 weeks on a cohort of 87 HIV-naive patients on ART, from Zambia. We demonstrate how to apply the Bayesian Wishart distribution to model CD4 counts, leading to an informative HIV progression monitoring system. We found a steady increase in the average of the CD4 counts (from 219 to 315) for HIV-naive patients on the ART regimen. The average was still below the expected 500 CD4 counts for a normal person. The derived precision matrix shows an increase in probability of potency of the ART regimen, which ranges from 0.1261 to 0.8678. An early detection is crucial as it allows for timely switch of regimen from first to second line or to the third line. The proposed HIV disease progression monitoring system for HIV-naive patients on ART regimen that is based on CD4 counts could enable physicians make informed decisions on the management and care of the patients.
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Affiliation(s)
- Peter M Njuho
- Department of Statistics, University of South Africa, Johannesburg, South Africa
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Ramalingam VV, Fletcher GJ, Kasirajan A, Demosthenes JP, Rupali P, Varghese GM, Pulimood SA, Rebekah G, Kannangai R. Can In-house HIV-2 Viral Load Assay be a Reliable Alternative to Commercial Assays for Clinical and Therapeutic Monitoring? Curr HIV Res 2022; 20:274-286. [PMID: 35692165 DOI: 10.2174/1570162x20666220609155237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 03/11/2022] [Accepted: 04/01/2022] [Indexed: 01/27/2023]
Abstract
BACKGROUND Currently, there is a global contemplation to end the AIDS epidemic by 2030. HIV-2 poses unique challenges to this end. The burden of HIV-2 is higher in resource-limited countries, and it is intrinsically resistant to NNRTI drugs. In addition, there is no FDA-approved plasma viral load assay to monitor disease progression and therapeutic efficacy. To overcome these challenges, we have developed and evaluated an in-house quantitative HIV-2 viral load assay. METHODS Blood samples were collected from 28 HIV-2 treatment-naïve monoinfected individuals and tested using an in-house qPCR HIV-2 viral load assay. The extracted RNA was amplified using Quantifast pathogen + IC kit. RESULTS The in-house qPCR has a limit of detection of 695 copies/ml. The intra- and inter-assay variation (% CV) of the assay was 0.61 and 0.95, respectively. The in-house assay quantified HIV-2 NIBSC accurately (1000 IU) with a mean of 1952 copies/mL. Among the 28 samples tested by in-house qPCR assay, 11 (39.2%) samples were quantified, whereas 17 (60.7%) samples were not detected. In comparison with Altona RealStar HIV-2 RT PCR and Exavir Load RT assay, the results were 96.4% and 69.6% concordant, respectively. No significant (p = 0.99 and p = 0.13) difference in quantifying viral load between the three assays. Based on clinical and immunological (CD4) staging, the performance characteristics were comparable. CONCLUSION To the best of our knowledge, this is the first in-house qPCR developed in India. The performance characteristics of the in-house assay are comparable to the commercial assays, and they can be used assertively to monitor HIV-2 patients.
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Affiliation(s)
| | | | - Anand Kasirajan
- Department of Clinical Virology, Christian Medical College, Vellore, Tamil Nadu, 632004, India
| | - John Paul Demosthenes
- Department of Clinical Virology, Christian Medical College, Vellore, Tamil Nadu, 632004, India
| | - Priscilla Rupali
- Department of Infectious Diseases, Christian Medical College, Vellore, Tamil Nadu, 632004, India
| | - George Mannil Varghese
- Department of Infectious Diseases, Christian Medical College, Vellore, Tamil Nadu, 632004, India
| | | | - Grace Rebekah
- Department of Biostatistics, Christian Medical College, Vellore, Tamil Nadu, 632004, India
| | - Rajesh Kannangai
- Department of Clinical Virology, Christian Medical College, Vellore, Tamil Nadu, 632004, India
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Li B, Li M, Song Y, Lu X, Liu D, He C, Zhang R, Wan X, Zhang R, Sun M, Kuang YQ, Li Y. Construction of Machine Learning Models to Predict Changes in Immune Function Using Clinical Monitoring Indices in HIV/AIDS Patients After 9.9-Years of Antiretroviral Therapy in Yunnan, China. Front Cell Infect Microbiol 2022; 12:867737. [PMID: 35646738 PMCID: PMC9134793 DOI: 10.3389/fcimb.2022.867737] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 04/13/2022] [Indexed: 11/13/2022] Open
Abstract
ObjectiveTo investigate trends in clinical monitoring indices in HIV/AIDS patients receiving antiretroviral therapy (ART) at baseline and after treatment in Yunnan Province, China and to provide the basis for guiding clinical treatment to obtain superior clinical outcomes.MethodsA total of 96 HIV/AIDS patients who had started and persisted in highly active ART treatment from September 2009 to September 2019 were selected. Of these, 54 had a CD4 cell count < 200 cells/μl while 42 had a CD4 cell count ≥ 200 cells/μl. Routine blood tests, liver and renal function, and lipid levels were measured before and 3, 6, 9, and 12 months after treatment. Lymphocyte subset counts and viral load were measured once per year, and recorded for analysis and evaluation. Three machine learning models (support vector machine [SVM], random forest [RF], and multi-layer perceptron [MLP]) were constructed that used the clinical indicators above as parameters. Baseline and follow-up results of routine blood and organ function tests were used to analyze and predict CD4+ T cell data after treatment during long-term follow-up. Predictions of the three models were preliminarily evaluated.ResultsThere were no statistical differences in gender, age, or HIV transmission route in either patient group. Married individuals were substantially more likely to have <200 CD4+ cells/μl. There was a strong positive correlation between ALT and AST (r = 0.587) and a positive correlation between CD4 cell count and platelet count (r = 0.347). Platelet count was negatively correlated with ALT (r = -0.229), AST (r = -0.251), and positively correlated with WBCs (r = 0.280). Compared with the CD4 cell count < 200 cells/μl group, all three machine learning models exhibited a better predictive capability than for patients with a CD4 cell count ≥ 200 cells/μl. Of all indicators, the three models best predicted the CD4/CD8 ratio, with results that were highly consistent. In patients with a CD4 cell count < 200 cells/μl, the SVM model had the best performance for predicting the CD4/CD8 ratio, while the CD4/CD8 ratio was best predicted by the RF model in patients with a CD4 cell count ≥ 200 cells/μl.ConclusionBy the incorporation of clinical indicators in SVM, RF, and MLP machine learning models, the immune function and recuperation of HIV/AIDS patients can be predicted and evaluated, thereby better guiding clinical treatment.
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Affiliation(s)
- Bingxiang Li
- Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Kunming, China
| | - Mingyu Li
- Department of Laboratory Medicine, Yunnan Provincial Institute of Infectious Diseases, Kunming, China
| | - Yu Song
- Department of Laboratory Medicine, First Affiliated Hospital of Kunming Medical University, Kunming, China
- Yunnan Key Laboratory of Laboratory Medicine, First Affiliated Hospital of Kunming Medical University, Kunming, China
- Yunnan Innovation Team of Clinical Laboratory and Diagnosis, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Xiaoning Lu
- Department of Gynecology, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Dajin Liu
- Department of Medical Records and Statistics, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Chenglu He
- Department of Laboratory Medicine, First Affiliated Hospital of Kunming Medical University, Kunming, China
- Yunnan Key Laboratory of Laboratory Medicine, First Affiliated Hospital of Kunming Medical University, Kunming, China
- Yunnan Innovation Team of Clinical Laboratory and Diagnosis, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Ruixian Zhang
- Department of Disease Control and Prevention, The First People’s Hospital of Yunnan Province, The Affiliated Hospital of Kunming University of Science and Technology, Kunming, China
| | - Xinrui Wan
- Department of Laboratory Medicine, First Affiliated Hospital of Kunming Medical University, Kunming, China
- Yunnan Key Laboratory of Laboratory Medicine, First Affiliated Hospital of Kunming Medical University, Kunming, China
- Yunnan Innovation Team of Clinical Laboratory and Diagnosis, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Renning Zhang
- Department of Laboratory Medicine, First Affiliated Hospital of Kunming Medical University, Kunming, China
- Yunnan Key Laboratory of Laboratory Medicine, First Affiliated Hospital of Kunming Medical University, Kunming, China
- Yunnan Innovation Team of Clinical Laboratory and Diagnosis, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Ming Sun
- Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Kunming, China
- *Correspondence: Ya Li, ; Yi-Qun Kuang, ; Ming Sun,
| | - Yi-Qun Kuang
- National Health Commission (NHC) Key Laboratory of Drug Addiction Medicine, First Affiliated Hospital of Kunming Medical University, Kunming Medical University, Kunming, China
- Scientific Research Laboratory Center, First Affiliated Hospital of Kunming Medical University, Kunming, China
- *Correspondence: Ya Li, ; Yi-Qun Kuang, ; Ming Sun,
| | - Ya Li
- Department of Laboratory Medicine, First Affiliated Hospital of Kunming Medical University, Kunming, China
- Yunnan Key Laboratory of Laboratory Medicine, First Affiliated Hospital of Kunming Medical University, Kunming, China
- Yunnan Innovation Team of Clinical Laboratory and Diagnosis, First Affiliated Hospital of Kunming Medical University, Kunming, China
- *Correspondence: Ya Li, ; Yi-Qun Kuang, ; Ming Sun,
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Ochodo EA, Olwanda EE, Deeks JJ, Mallett S. Point-of-care viral load tests to detect high HIV viral load in people living with HIV/AIDS attending health facilities. Cochrane Database Syst Rev 2022; 3:CD013208. [PMID: 35266555 PMCID: PMC8908762 DOI: 10.1002/14651858.cd013208.pub2] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
BACKGROUND Viral load (VL) testing in people living with HIV (PLHIV) helps to monitor antiretroviral therapy (ART). VL is still largely tested using central laboratory-based platforms, which have long test turnaround times and involve sophisticated equipment. VL tests with point-of-care (POC) platforms capable of being used near the patient are potentially easy to use, give quick results, are cost-effective, and could replace central or reference VL testing platforms. OBJECTIVES To estimate the diagnostic accuracy of POC tests to detect high viral load levels in PLHIV attending healthcare facilities. SEARCH METHODS We searched eight electronic databases using standard, extensive Cochrane search methods, and did not use any language, document type, or publication status limitations. We also searched the reference lists of included studies and relevant systematic reviews, and consulted an expert in the field from the World Health Organization (WHO) HIV Department for potentially relevant studies. The latest search was 23 November 2020. SELECTION CRITERIA We included any primary study that compared the results of a VL test with a POC platform to that of a central laboratory-based reference test to detect high viral load in PLHIV on HIV/AIDS care or follow-up. We included all forms of POC tests for VL as defined by study authors, regardless of the healthcare facility in which the test was conducted. We excluded diagnostic case-control studies with healthy controls and studies that did not provide sufficient data to create the 2 × 2 tables to calculate sensitivity and specificity. We did not limit our study inclusion to age, gender, or geographical setting. DATA COLLECTION AND ANALYSIS Two review authors independently screened the titles, abstracts, and full texts of the search results to identify eligible articles. They also independently extracted data using a standardized data extraction form and conducted risk of bias assessment using the Quality Assessment of Diagnostic Accuracy Studies (QUADAS-2) tool. Using participants as the unit of analysis, we fitted simplified univariable models for sensitivity and specificity separately, employing a random-effects model to estimate the summary sensitivity and specificity at the current and commonly reported World Health Organization (WHO) threshold (≥ 1000 copies/mL). The bivariate models did not converge to give a model estimate. MAIN RESULTS We identified 18 studies (24 evaluations, 10,034 participants) defining high viral loads at main thresholds ≥ 1000 copies/mL (n = 20), ≥ 5000 copies/mL (n = 1), and ≥ 40 copies/mL (n = 3). All evaluations were done on samples from PLHIV retrieved from routine HIV/AIDS care centres or health facilities. For clinical applicability, we included 14 studies (20 evaluations, 8659 participants) assessing high viral load at the clinical threshold of ≥ 1000 copies/mL in the meta-analyses. Of these, sub-Saharan Africa, Europe, and Asia contributed 16, three, and one evaluation respectively. All included participants were on ART in only nine evaluations; in the other 11 evaluations the proportion of participants on ART was either partial or not clearly stated. Thirteen evaluations included adults only (n = 13), five mixed populations of adults and children, whilst in the remaining two the age of included populations was not clearly stated. The majority of evaluations included commercially available tests (n = 18). Ten evaluations were POC VL tests conducted near the patient in a peripheral or onsite laboratory, whilst the other 10 were evaluations of POC VL tests in a central or reference laboratory setting. The test types evaluated as POC VL tests included Xpert HIV-1 Viral Load test (n = 8), SAMBA HIV-1 Semi-Q Test (n = 9), Alere Q NAT prototype assay for HIV-1 (n = 2) and m-PIMA HIV-1/2 Viral Load test (n = 1). The majority of evaluations (n = 17) used plasma samples, whilst the rest (n = 3) utilized whole blood samples. Pooled sensitivity (95% confidence interval (CI)) of POC VL at a threshold of ≥ 1000 copies/mL was 96.6% (94.8 to 97.8) (20 evaluations, 2522 participants), and pooled specificity (95% CI) was 95.7% (90.8 to 98.0) (20 evaluations, 6137 participants). Median prevalence for high viral load (≥ 1000 copies/mL) (n = 20) was 33.4% (range 6.9% to 88.5%). Limitations The risk of bias was mostly assessed as unclear across the four domains due to incomplete reporting. AUTHORS' CONCLUSIONS We found POC VL to have high sensitivity and high specificity for the diagnosis of high HIV viral load in PLHIV attending healthcare facilities at a clinical threshold of ≥ 1000 copies/mL.
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Affiliation(s)
- Eleanor A Ochodo
- Centre for Global Health Research, Kenya Medical Research Institute, Kisumu, Kenya
- Centre for Evidence-based Health Care, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | | | - Jonathan J Deeks
- Test Evaluation Research Group, Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Sue Mallett
- UCL Centre for Medical Imaging, Division of Medicine, Faculty of Medical Sciences, University College London, London, UK
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Maena J, Banke-Thomas A, Mukiza N, Kuteesa CN, Kakumba RM, Kataike H, Kizito S, Babirye JA, Nakalega R. Determinants of viral load non-suppression among adolescents in Mbale District, Eastern Rural Uganda. AIDS Res Ther 2021; 18:91. [PMID: 34863196 PMCID: PMC8642852 DOI: 10.1186/s12981-021-00408-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Accepted: 10/27/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Adolescents are lagging behind in the "third 95" objective of the Joint United Nations Program on HIV/AIDS requiring 95% of individuals on antiretroviral therapy (ART) to have viral load (VL) suppression. This study aimed to describe factors associated with viral non-suppression among adolescents in Mbale district, Uganda. METHODS We conducted a retrospective review of routinely collected HIV programme records. Data such as age, education, ART Regimen, ART duration, WHO Clinical stage, comorbidities, etc., were extracted from medical records for the period January 2018 to December 2018. Descriptive analysis was done for continuous variables using means and frequencies to describe study sample characteristics, and to determine the prevalence of outcome variables. We used logistic regression to assess factors associated with VL non-suppression among adolescents. RESULTS The analysis included 567 HIV-infected adolescents, with 300 (52.9%) aged between 13 to 15 years, 335 (59.1%) female, and mean age of 15.6 years (interquartile range [IQR] 13.5-17.8. VL non-suppression was 31.4% (178/567). Male sex (AOR = 1.78, 95% CI 1.06, 2.99; p < 0.01), age 16-19 years (AOR = 1.78, 95% CI 1.06, 2.99; p < 0.05), No formal education (AOR = 3.67, 95% CI 1.48-9.09; p < 0.01), primary education (AOR = 2.23, 95% CI 1.05-2.32; p < 0.01), ART duration of > 12 months to 5 years (AOR = 3.20, 95% CI 1.31-7.82; p < 0.05), ART duration > 5 years (AOR = 3.47, 95% CI 1.39- 8.66; p < 0.01), WHO Clinical Stage II (AOR = 0.48, 95% CI: 0.28, 0.82; p < 0.01), second-line ART regimen (AOR = 2.38, 95% CI 1.53-3.72; p < 0.001) and comorbidities (AOR = 3.28, 95% CI 1.20-9.00; p < 0.05) were significantly associated with viral non-suppression. CONCLUSIONS VL non-suppression among adolescents was almost comparable to the national average. VL non-suppression was associated with being male, age 16-19 years, education level, duration on ART therapy, WHO Clinical Staging II, second-line ART regimen, and presence of comorbidities. Adolescent-friendly strategies to improve VL suppression e.g. peer involvement, VL focal persons to identify and actively follow-up non-suppressed adolescents, patient education on VL suppression and demand creation for ART are needed, especially for newly-initiated adolescents and adolescents on ART for protracted periods, to foster attainment of the UNAIDS 95-95-95 targets.
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Affiliation(s)
- Joel Maena
- Makerere University-Johns Hopkins University (MU-JHU) Research Collaboration Kampala, Kampala, Uganda.
| | - Aduragbemi Banke-Thomas
- Department of Public Health and Preventive Medicine, School of Medicine, University of Liverpool, Liverpool, UK
| | | | | | | | - Hajira Kataike
- Makerere University-Johns Hopkins University (MU-JHU) Research Collaboration Kampala, Kampala, Uganda
| | - Samuel Kizito
- Department of Global Health, School of Public Health, Boston University, Boston, USA
| | - Juliet Allen Babirye
- Makerere University-Johns Hopkins University (MU-JHU) Research Collaboration Kampala, Kampala, Uganda
| | - Rita Nakalega
- Makerere University-Johns Hopkins University (MU-JHU) Research Collaboration Kampala, Kampala, Uganda
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Haber G, Malinovsky Y, Albert PS. Is group testing ready for prime-time in disease identification? Stat Med 2021; 40:3865-3880. [PMID: 33913183 DOI: 10.1002/sim.9003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 02/19/2021] [Accepted: 03/22/2021] [Indexed: 12/18/2022]
Abstract
Large-scale disease screening is a complicated process in which high costs must be balanced against pressing public health needs. When the goal is screening for infectious disease, one approach is group testing in which samples are initially tested in pools and individual samples are retested only if the initial pooled test was positive. Intuitively, if the prevalence of infection is small, this could result in a large reduction of the total number of tests required. Despite this, the use of group testing in medical studies has been limited, largely due to skepticism about the impact of pooling on the accuracy of a given assay. While there is a large body of research addressing the issue of testing errors in group testing studies, it is customary to assume that the misclassification parameters are known from an external population and/or that the values do not change with the group size. Both of these assumptions are highly questionable for many medical practitioners considering group testing in their study design. In this article, we explore how the failure of these assumptions might impact the efficacy of a group testing design and, consequently, whether group testing is currently feasible for medical screening. Specifically, we look at how incorrect assumptions about the sensitivity function at the design stage can lead to poor estimation of a procedure's overall sensitivity and expected number of tests. Furthermore, if a validation study is used to estimate the pooled misclassification parameters of a given assay, we show that the sample sizes required are so large as to be prohibitive in all but the largest screening programs.
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Affiliation(s)
- Gregory Haber
- Biostatistics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, USA
| | - Yaakov Malinovsky
- Department of Mathematics and Statistics, University of Maryland, Baltimore County, Baltimore, Maryland, USA
| | - Paul S Albert
- Biostatistics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, USA
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Ganesh P, Heller T, Chione B, Gumulira J, Gugsa S, Khan S, McGovern S, Nhlema A, Nkhoma L, Sacks JA, Trapence C, Tweya H, Ehrenkranz P, Phiri S. Near Point-of-Care HIV Viral Load: Targeted Testing at Large Facilities. J Acquir Immune Defic Syndr 2021; 86:258-263. [PMID: 33136821 PMCID: PMC7803448 DOI: 10.1097/qai.0000000000002555] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Accepted: 10/15/2020] [Indexed: 11/27/2022]
Abstract
INTRODUCTION Point-of-care (POC) technologies in resource-limited settings can circumvent challenges of centralized laboratory testing, improving clinical management. However, higher device costs and uncertain indications for use have inhibited scaling up POC modalities. To address this gap, we investigated the feasibility and cost of targeted near-POC viral load (VL) testing in 2 large HIV clinics in Lilongwe, Malawi. METHODS VL testing using GeneXpert was targeted for patients suspected of treatment failure or returning to care after a previously elevated VL (>1000 copies/mL). Descriptive analysis of retrospective clinical and cost data is presented. RESULTS Two thousand eight hundred thirteen near-POC VL tests were conducted. One thousand five hundred eleven (54%) tests were for patients for whom results and reason for the test were documented: 57% (794/1389) of tests were to confirm a previously high VL, and 33% (462/1389) were due to clinical indications. Sixty-one percent (926/1511) of patients had a high VL, of whom 78% (719/926) had a recorded clinical action: 77% (557/719) switched to second line antiretroviral therapy, and 15% (194/719) were referred for intensive adherence counseling. Eighty-two percent (567/687) of patients received a clinical action on the same day as testing. The "all-in" cost was $33.71 for a valid POC VL test, compared with an international benchmark for a centralized VL test of $28.62. CONCLUSION Targeted, near-POC VL testing was feasible and consistently enabled prompt clinical action. The difference between the "all-in" cost of near-POC VL and centralized testing of $5.09 could be further reduced in an optimized national program by combining targeted near-POC testing and centralized testing.
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Affiliation(s)
- Prakash Ganesh
- Lighthouse Trust, Lilongwe, Malawi;
- International Training and Education Center for Health, University of Washington, Seattle, WA
| | | | | | | | - Salem Gugsa
- International Training and Education Center for Health, University of Washington, Seattle, WA
| | | | | | | | | | | | | | | | | | - Sam Phiri
- Lighthouse Trust, Lilongwe, Malawi;
- Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, NC;and
- Department of Public Health, College of Medicine, School of Public Health and Family Medicine, University of Malawi, Zomba, Malawi.
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Ssempijja V, Nason M, Nakigozi G, Ndyanabo A, Gray R, Wawer M, Chang LW, Gabriel E, Quinn TC, Serwadda D, Reynolds SJ. Adaptive Viral Load Monitoring Frequency to Facilitate Differentiated Care: A Modeling Study From Rakai, Uganda. Clin Infect Dis 2020; 71:1017-1021. [PMID: 31532827 PMCID: PMC7428397 DOI: 10.1093/cid/ciz880] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Accepted: 09/11/2019] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND After scale-up of antiretroviral therapy (ART), routine annual viral load monitoring has been adopted by most countries, but reduced frequency of viral load monitoring may offer cost savings in resource-limited settings. We investigated if viral load monitoring frequency could be reduced while maintaining detection of treatment failure. METHODS The Rakai Health Sciences Program performed routine, biannual viral load monitoring on 2489 people living with human immunodeficiency virus (age ≥15 years). On the basis of these data, we built a 2-stage simulation model to compare different viral load monitoring schemes. We fit Weibull regression models for time to viral load >1000 copies/mL (treatment failure), and simulated data for 10 000 individuals over 5 years to compare 5 monitoring schemes to the current viral load testing every 6 months and every 12 months. RESULTS Among 7 monitoring schemes tested, monitoring every 6 months for all subjects had the fewest months of undetected failure but also had the highest number of viral load tests. Adaptive schemes using previous viral load measurements to inform future monitoring significantly decreased the number of viral load tests without markedly increasing the number of months of undetected failure. The best adaptive monitoring scheme resulted in a 67% reduction in viral load measurements, while increasing the months of undetected failure by <20%. CONCLUSIONS Adaptive viral load monitoring based on previous viral load measurements may be optimal for maintaining patient care while reducing costs, allowing more patients to be treated and monitored. Future empirical studies to evaluate differentiated monitoring are warranted.
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Affiliation(s)
- Victor Ssempijja
- Clinical Monitoring Research Program Directorate, Clinical Research Directorate, Frederick National Laboratory for Cancer Research sponsored by the National Cancer Institute, Frederick, Maryland, USA
| | - Martha Nason
- Biostatistics Research Branch, National Institute of Allergy and Infectious Diseases (NIAID), National Institutes of Health (NIH), Bethesda, Maryland, USA
| | | | | | - Ron Gray
- Rakai Health Sciences Program, Kalisizo, Uganda
- Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Maria Wawer
- Rakai Health Sciences Program, Kalisizo, Uganda
- Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Larry W Chang
- Rakai Health Sciences Program, Kalisizo, Uganda
- Bloomberg School of Public Health, Baltimore, Maryland, USA
- School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Erin Gabriel
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Thomas C Quinn
- School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
- Division of Intramural Research, NIAID, NIH, Bethesda, Maryland, USA
| | - David Serwadda
- Rakai Health Sciences Program, Kalisizo, Uganda
- Makerere University, School of Public Health, Kampala, Uganda
| | - Steven J Reynolds
- Rakai Health Sciences Program, Kalisizo, Uganda
- School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
- Division of Intramural Research, NIAID, NIH, Bethesda, Maryland, USA
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Assefa Y, Hill PS, Van Damme W, Dean J, Gilks CF. Leaving no one behind: lessons from implementation of policies for universal HIV treatment to universal health coverage. Global Health 2020; 16:17. [PMID: 32093771 PMCID: PMC7038514 DOI: 10.1186/s12992-020-00549-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2019] [Accepted: 02/13/2020] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND The third Sustainable Development Goal (SDG - 3) aims to ensure healthy lives and promote well-being for all at all ages. SDG-3 has a specific target on universal health coverage (UHC), which emphasizes the importance of all people and communities having access to quality health services without risking financial hardship. The objective of this study is to review progress towards UHC using antiretroviral treatment (ART) as a case study. METHODS We used a mixed-methods design including qualitative and quantitative approaches. We reviewed and synthesised the evidence on the evolution of the WHO HIV treatment guidelines between 2002 and 2019. We calculated ART coverage over time by gender, age group, and location. We also estimated ART coverage differences and ratios. FINDINGS ART guidelines have evolved from "treating the sickest" to "treating all". ART coverage increased globally from under 7% in 2005 to 62% in 2018. There have been successes in increasing ART coverage in all populations and locations. However, progress varies by population and location in many regions. There is inequity in ART coverage: women (68%) versus men (55%), and adults (62%) versus children (54%). This inequity has widened over time, and with expanded ART eligibility criteria. On the other hand, data from at least one high-burden country (Ethiopia) shows that inequity among regions has narrowed over time due to the improvements in the primary health care systems and implementation of the public health approach in the country. CONCLUSION ART coverage has increased at global, regional and national levels to all population groups. However, the gains have not been equitable among locations and populations. Policies towards universality may widen the inequity in resource-limited settings unless countries take precautions and "put the last first". We argue that primary health care and public health approaches, with multi-sectoral actions and community engagement, are vital to minimize inequity, achieve UHC and leave no one behind.
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Affiliation(s)
- Yibeltal Assefa
- School of Public Health, the University of Queensland, Brisbane, Australia
| | - Peter S. Hill
- School of Public Health, the University of Queensland, Brisbane, Australia
| | | | - Judith Dean
- School of Public Health, the University of Queensland, Brisbane, Australia
| | - Charles F. Gilks
- School of Public Health, the University of Queensland, Brisbane, Australia
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Bwana P, Ageng'o J, Danda J, Mbugua J, Handa A, Mwau M. Performance and usability of mPIMA™ HIV 1/2 viral load test in point of care settings in Kenya. J Clin Virol 2019; 121:104202. [PMID: 31715524 DOI: 10.1016/j.jcv.2019.104202] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Revised: 10/08/2019] [Accepted: 10/16/2019] [Indexed: 10/25/2022]
Abstract
BACKGROUND HIV viral load testing is the standard of care for monitoring antiretroviral therapy. In resource-limited settings such as Kenya, access to HIV viral load monitoring is suboptimal due to reliance on centralized laboratory based in vitro diagnostics. Point of care technologies have the potential to improve access and reduce test to result turnaround time. OBJECTIVE To determine the performance and usability of the mPIMA™ HIV-1/2 Viral Load (VL) test in point of care settings in Kenya. METHOD This was a cross-sectional study conducted amongst 568 HIV positive adults recruited from selected health facilities in Western Kenya between June and November 2018. Five hundred and sixty-six plasma samples (566) were tested successfully on Abbott™ RealTime HIV-1 quantitative test (reference assay) and mPIMA™ HIV-1/2 Viral Load test to determine diagnostic accuracy. Usability data was collected through simple structured questionnaires. Statistical analysis was done using Stata/MP Version 14 for Mac OSX. Concordance and misclassification values were calculated at the clinical cut-off of 1000 copies/ml. RESULTS The positive, negative and overall agreement of the mPIMA™ HIV-1/2 V L test were 95.45% (95% CI 89.49-98.11%), 95.96% (95% CI 93.66-97.44%) and 95.86% respectively. All users (7/7, 100%) reported that the machine was easy to use and that the results interpretation and workflow were simple. The test to result turnaround time was 69 min. All clinicians (4/4, 100%) felt that a Point of care test would fit easily within their workflow and would facilitate decision-making. There were 44 (7.77%) errors in 566 tests; 38 (6.71%) were user related and four (4, 0.71%) were software related. CONCLUSION The mPIMA™ HIV-1/2 V L test can be used interchangeably with reference assays for HIV viral load monitoring. At the point of care, mPIMA™'s simple workflow, ease of use and short test to result turnaround time have the potential to improve access to HIV viral load monitoring.
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Affiliation(s)
- Priska Bwana
- Kenya Medical Research Institute, Mbagathi Road off Mbagathi Way, P.O. Box 54840, Nairobi, 00200, Kenya.
| | - Joshua Ageng'o
- Kenya Medical Research Institute, Mbagathi Road off Mbagathi Way, P.O. Box 54840, Nairobi, 00200, Kenya
| | - Jeff Danda
- Kenya Medical Research Institute, Mbagathi Road off Mbagathi Way, P.O. Box 54840, Nairobi, 00200, Kenya
| | - Joseph Mbugua
- Kenya Medical Research Institute, Mbagathi Road off Mbagathi Way, P.O. Box 54840, Nairobi, 00200, Kenya
| | - Allan Handa
- Kenya Medical Research Institute, Mbagathi Road off Mbagathi Way, P.O. Box 54840, Nairobi, 00200, Kenya
| | - Matilu Mwau
- Kenya Medical Research Institute, Mbagathi Road off Mbagathi Way, P.O. Box 54840, Nairobi, 00200, Kenya
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Marume A, Zikiti A, Chapoterera B, Maradzika J. Evaluation of the early warning indicators of HIV drug resistance surveillance system in Manicaland province, Zimbabwe. AJAR-AFRICAN JOURNAL OF AIDS RESEARCH 2019; 18:123-129. [PMID: 31282304 DOI: 10.2989/16085906.2019.1621359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
More than 1.1 million people currently receive lifelong antiretroviral treatment in Zimbabwe following the adoption of the test and treat strategy in 2017. The huge numbers of people on antiretroviral therapy (ART), combined with HIV's error-prone replication, increases the probability of HIV drug resistance (HIVDR) developing. HIVDR in resource-limited settings like Zimbabwe has significant human and financial implications. The early warning indicators of HIV drug resistance surveillance system was set up to monitor the ART programme and to identify factors that could raise the risk of HIVDR. Fifty-one health workers at 12 health facilities were interviewed in a cross-sectional study that sought to describe how the system operates and also to identify gaps (knowledge, perceived system usefulness, sensitivity) within the system. The system was seen to have multiple weaknesses including inadequate training, difficulties navigating the system, long duration of data abstraction, and poor feedback mechanisms. Opportunities observed during the evaluation centered on integration and incorporation of indicators into the electronic patient monitoring system and strengthening ownership of the programme.
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Affiliation(s)
- Anesu Marume
- a Department of Community Medicine, College of Health Sciences , University of Zimbabwe , Harare , Zimbabwe.,b Health Promotion Unit, Ministry of Health and Child Care , Harare , Zimbabwe
| | - Admire Zikiti
- a Department of Community Medicine, College of Health Sciences , University of Zimbabwe , Harare , Zimbabwe.,b Health Promotion Unit, Ministry of Health and Child Care , Harare , Zimbabwe
| | - Byron Chapoterera
- a Department of Community Medicine, College of Health Sciences , University of Zimbabwe , Harare , Zimbabwe.,b Health Promotion Unit, Ministry of Health and Child Care , Harare , Zimbabwe
| | - Julita Maradzika
- a Department of Community Medicine, College of Health Sciences , University of Zimbabwe , Harare , Zimbabwe
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Hansoti B, Mwinnyaa G, Hahn E, Rao A, Black J, Chen V, Clark K, Clarke W, Eisenberg AL, Fernandez R, Iruedo J, Laeyendecker O, Maharaj R, Mda P, Miller J, Mvandaba N, Nyanisa Y, Reynolds SJ, Redd AD, Ryan S, Stead DF, Wallis LA, Quinn TC. Targeting the HIV Epidemic in South Africa: The Need for Testing and Linkage to Care in Emergency Departments. EClinicalMedicine 2019; 15:14-22. [PMID: 31709410 PMCID: PMC6833451 DOI: 10.1016/j.eclinm.2019.08.007] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2019] [Revised: 08/12/2019] [Accepted: 08/12/2019] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND The Eastern Cape province of South Africa has one of the highest burdens of HIV in the world. Emergency Departments (EDs) can serve as optimal clinical sites for the identification of new HIV infections and entry into care. We sought to determine the current burden of HIV disease among ED patients in the Eastern Cape. METHODS We conducted a prospective cross-sectional observational study in the EDs of three Hospitals in the Eastern Cape province of South Africa from June 2017 to July 2018. All adult, non-critical patients presenting to the ED were systematically approached and offered a Point-Of-Care (POC) HIV test in accordance with South African guidelines. All HIV-positive individuals had their blood tested for the presence of antiretroviral therapy (ART) and the presence of viral suppression (≤ 1000 copies/ml). HIV incidence was estimated using a multi-assay algorithm, validated for a subtype C epidemic. FINDINGS Of the 2901 patients for whom HIV status was determined (either known HIV-positive or underwent POC HIV testing), 811 (28.0%) were HIV positive, of which 234 (28.9%) were newly diagnosed. HIV prevalence was higher in Mthatha [34% (388/1134) at Mthatha Regional Hospital and 28% (142/512) at Nelson Mandela Academic Hospital], compared to Port Elizabeth [22% (281/1255) at Livingstone Hospital]. HIV incidence was estimated at 4.5/100 person-years (95% CI: 2.4, 6.50) for women and 1.5 (CI 0.5, 2.5) for men. Of all HIV positive individuals tested for ART (585), 54% (316/585) tested positive for the presence of ARTs, and for all HIV positive participants with viral load data (609), 49% (299/609) were found to be virally suppressed. INTERPRETATION Our study not only observed a high prevalence and incidence of HIV among ED patients but also highlights significant attrition along the HIV care cascade for HIV positive individuals. Furthermore, despite developing an optimal testing environment, we were only able to enrol a small sub-set of the ED population. Given the high HIV prevalence and high attrition in the ED population, HIV services in the ED should also develop strategies that can accommodate large testing volumes and ART initiation.
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Affiliation(s)
- Bhakti Hansoti
- The Johns Hopkins University, 1800 Orleans St, Baltimore, MD 21287, USA
| | - George Mwinnyaa
- The Johns Hopkins University, 1800 Orleans St, Baltimore, MD 21287, USA
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases, 31 Center Dr # 7A03, Bethesda, MD 20892, USA
| | - Elizabeth Hahn
- The Johns Hopkins University, 1800 Orleans St, Baltimore, MD 21287, USA
| | - Aditi Rao
- The Johns Hopkins University, 1800 Orleans St, Baltimore, MD 21287, USA
| | - John Black
- Faculty of Health Sciences, Walter Sisulu University, Umtata Part 1, Mthatha, South Africa
- Department of Medicine, Livingstone Hospital, Stanford Road, Korsten, Port Elizabeth 6020, South Africa
| | - Victoria Chen
- The Johns Hopkins University, 1800 Orleans St, Baltimore, MD 21287, USA
| | - Kathryn Clark
- The Johns Hopkins University, 1800 Orleans St, Baltimore, MD 21287, USA
| | - William Clarke
- The Johns Hopkins University, 1800 Orleans St, Baltimore, MD 21287, USA
| | - Anna L. Eisenberg
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases, 31 Center Dr # 7A03, Bethesda, MD 20892, USA
| | | | - Joshua Iruedo
- Faculty of Health Sciences, Walter Sisulu University, Umtata Part 1, Mthatha, South Africa
| | - Oliver Laeyendecker
- The Johns Hopkins University, 1800 Orleans St, Baltimore, MD 21287, USA
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases, 31 Center Dr # 7A03, Bethesda, MD 20892, USA
| | - Roshen Maharaj
- Faculty of Health Sciences, Walter Sisulu University, Umtata Part 1, Mthatha, South Africa
- Department of Emergency Medicine, Livingstone Hospital, Stanford Road, Korsten, Port Elizabeth 6020, South Africa
| | - Pamela Mda
- Nelson Mandela Hospital Clinical Research Unit, Sisson St, Fort Gale, Mthatha 5100, South Africa
| | - Jernelle Miller
- The Johns Hopkins University, 1800 Orleans St, Baltimore, MD 21287, USA
| | - Nomzamo Mvandaba
- Faculty of Health Sciences, Walter Sisulu University, Umtata Part 1, Mthatha, South Africa
| | - Yandisa Nyanisa
- Faculty of Health Sciences, Walter Sisulu University, Umtata Part 1, Mthatha, South Africa
| | - Steven J. Reynolds
- The Johns Hopkins University, 1800 Orleans St, Baltimore, MD 21287, USA
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases, 31 Center Dr # 7A03, Bethesda, MD 20892, USA
| | - Andrew D. Redd
- The Johns Hopkins University, 1800 Orleans St, Baltimore, MD 21287, USA
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases, 31 Center Dr # 7A03, Bethesda, MD 20892, USA
| | - Sofia Ryan
- The Johns Hopkins University, 1800 Orleans St, Baltimore, MD 21287, USA
| | - David F. Stead
- Faculty of Health Sciences, Walter Sisulu University, Umtata Part 1, Mthatha, South Africa
- Department of Medicine, Frere Hospital, Amalinda Main Rd, Braelyn, East London 5201, South Africa
| | - Lee A. Wallis
- Division of Emergency Medicine, University of Cape Town, Main Rd, Observatory, Cape Town 7925, South Africa
| | - Thomas C. Quinn
- The Johns Hopkins University, 1800 Orleans St, Baltimore, MD 21287, USA
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases, 31 Center Dr # 7A03, Bethesda, MD 20892, USA
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Li Y, He C, He Z, Zhong M, Liu D, Liu R, Fan R, Duan Y. AIDS prevention and control in the Yunnan region by T cell subset assessment. PLoS One 2019; 14:e0214800. [PMID: 30998710 PMCID: PMC6472762 DOI: 10.1371/journal.pone.0214800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2018] [Accepted: 03/20/2019] [Indexed: 11/18/2022] Open
Abstract
Background Prior to being spread throughout broader China, multiple human immunodeficiency virus (HIV)-1 genotypes were originally discovered in the Yunnan Province. As the HIV-1 epidemic continues its spread in Yunnan, knowledge of the influence of gender, age, and ethnicity to instances of HIV reservoirs will benefit monitoring the spread of HIV. Methods The degree to which T cells are depleted during an HIV infection depends on the levels of immune activation. T-cell subsets were assessed in newly-diagnosed HIV/AIDS patients in Yunnan, and the influence of age, gender, and ethnicity were investigated. Patients that were newly diagnosed with the HIV-infection between the years 2015 and 2018 at the First Affiliated Hospital of Kunming Medical College were selected for this study (N = 408). The lymphocyte levels and T cell subsets were retrospectively measured in whole blood samples by FACS analysis. Results The median CD4 count was 224 ± 191 cells/μl. Significantly higher mean frequencies and absolute numbers were observed in CD3+, CD3+CD4+, CD3+CD8+, CD45+, and CD3+CD4+/CD45+ in females compared to males. Han patients showed a higher total number of CD3+T cells and the ratio of CD3+ /CD45+ cells compared to any other ethnic minority (P < 0.001). The numbers of CD3+ T-cells, CD3+CD8+ T cells, and CD45+ T cells were highest in the age group ≥ 60. Significant differences were observed in the counts of CD3+, CD3+CD8+, and CD45+ cells and the ratio of CD3+/CD45+ and CD3+CD4+/CD45+ cells between the ≤ 29 and 30–59 age groups. Conclusion This study has revealed that low levels of CD4+ T cells can be observed in newly-diagnosed HIV/AIDS patients in the Yunnan province. It has also been demonstrated that gender, age, and ethnicity have a significant association with the ratio of T-cell subsets that may contribute to virus progression and disease prognosis in individuals belonging to certain subsets of the population. This study has highlighted the importance of HIV/AIDS screening in at-risk populations to ensure timely and adequate clinical management in Yunnan.
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Affiliation(s)
- Ya Li
- Yunnan Key Laboratory of Laboratory Medicine, Kunming, Yunan, China
- Yunnan Institute of Laboratory Diagnosis, Kunming, Yunan, China
- Department of Clinical Laboratory, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunan, China
| | - Chenglu He
- Yunnan Key Laboratory of Laboratory Medicine, Kunming, Yunan, China
- Yunnan Institute of Laboratory Diagnosis, Kunming, Yunan, China
- Department of Clinical Laboratory, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunan, China
| | - Zengpin He
- Yunnan Key Laboratory of Laboratory Medicine, Kunming, Yunan, China
- Yunnan Institute of Laboratory Diagnosis, Kunming, Yunan, China
- Department of Clinical Laboratory, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunan, China
| | - Min Zhong
- Yunnan Key Laboratory of Laboratory Medicine, Kunming, Yunan, China
- Yunnan Institute of Laboratory Diagnosis, Kunming, Yunan, China
- Department of Clinical Laboratory, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunan, China
| | - Dajin Liu
- Department of Medical Records and Statistics, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunan, China
| | - Ruiyang Liu
- Department of Standardized Training, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunan, China
| | - Ruixuan Fan
- Department of Infectious Diseases, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunan, China
| | - Yong Duan
- Yunnan Key Laboratory of Laboratory Medicine, Kunming, Yunan, China
- Yunnan Institute of Laboratory Diagnosis, Kunming, Yunan, China
- Department of Clinical Laboratory, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunan, China
- * E-mail:
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Bwana P, Ageng’o J, Mwau M. Performance and usability of Cepheid GeneXpert HIV-1 qualitative and quantitative assay in Kenya. PLoS One 2019; 14:e0213865. [PMID: 30901343 PMCID: PMC6430374 DOI: 10.1371/journal.pone.0213865] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Accepted: 03/01/2019] [Indexed: 01/25/2023] Open
Abstract
Background In Kenya, access to early infant diagnosis and viral load monitoring services for HIV patients on ART is significantly hampered by sample transportation challenges and long turnaround times. Near patient care testing technologies have the potential to obviate such constraints. The Cepheid GeneXpert was launched in 2010 as a TB assay and in 2014 as a potential point of care HIV viral load assay. Whereas it is widely is used for TB in Kenya, its utility for HIV testing has not been evaluated. Objective To investigate the performance and usability characteristics of the GeneXpert HIV-1 qualitative and quantitative assay. Methods This was a cross sectional study among 911 HIV Exposed infants and 310 HIV positive adults. Existing machines used for routine TB diagnosis were used in this study. The diagnostic accuracy of the qualitative assay was assessed using Roche CAP/CTM while the quantitative assay was assessed using with Abbott m2000 as the reference assays respectively. Statistical analysis was done using Stata/MP Version 14 for Mac. Concordance values and misclassification were calculated at the clinical cutoff of 1000 cp/ml. Results The sensitivity, specificity and accuracy of the GeneXpert HIV-1 qualitative assay were 99.23% (95% CI 97.24–99.90%), 98.91% (95% CI 97.76–99.55%) and 99.00% respectively. For the quantitative assay, they were 92.50% (95% CI 79.61–98.43%), 100.00% and 97.00% respectively. All 30 (100%) users reported that the GeneXpert machine was easy to use, workflow was simple and TB diagnosis was not negatively affected. In our hands, the median turn-around time for an individual qualitative and quantitative test was 90 minutes. A total of 58 (4.34%) errors and 28 (2.10%) invalid outcomes were experienced; 44 (3.29%) tests did not run to completion due to power outages. Conclusion GeneXpert HIV-1 qualitative and quantitative assay is an accurate test for the diagnosis of HIV in infants and for viral load monitoring. At the point of care, the GeneXpert machine’s simple work flow, ease of use and short test turnaround time present the potential to improve access to HIV testing and viral load monitoring. To integrate HIV diagnosis into the existing GeneXpert platforms for TB Diagnosis, there is need to scale up the infrastructure and to change the way work is done.
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Affiliation(s)
- Priska Bwana
- Kenya Medical Research Institute, Busia, Kenya
- * E-mail:
| | | | - Matilu Mwau
- Kenya Medical Research Institute, Busia, Kenya
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Toward Improving Accessibility of Point-of-Care Diagnostic Services for Maternal and Child Health in Low- and Middle-Income Countries. POINT OF CARE 2019; 18:17-25. [PMID: 30886544 PMCID: PMC6407818 DOI: 10.1097/poc.0000000000000180] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Point-of-care (POC) testing can improve health care provision in settings with limited access to health care services. Access to POC diagnostic services has shown potential to alleviate some diagnostic challenges and delays associated with laboratory-based methods in low- and middle-income countries. Improving accessibility to POC testing (POCT) services during antenatal and perinatal care is among the global health priorities to improve maternal and child health. This review provides insights on the availability of POC testing designed for diagnosing HIV, syphilis, and malaria in pregnancy to improve maternal and child health. In addition, factors such as accessibility of POC testing, training of health work force, and the efficiency of POC testing services delivery in low- and middle-income countries are discussed. A framework to help increase access to POC diagnostic services and improve maternal and child health outcomes in low- and middle-income countries is proposed.
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Song TZ, Zhang MX, Xia YJ, Xiao Y, Pang W, Zheng YT. Parasites may exit immunocompromised northern pig-tailed macaques ( Macaca leonina) infected with SIVmac239. Zool Res 2018; 39:42-51. [PMID: 29511144 PMCID: PMC5869241 DOI: 10.24272/j.issn.2095-8137.2018.015] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2017] [Accepted: 01/02/2018] [Indexed: 01/21/2023] Open
Abstract
Parasites can increase infection rates and pathogenicity in immunocompromised human immunodeficiency virus (HIV) patients. However, in vitro studies and epidemiological investigations also suggest that parasites might escape immunocompromised hosts during HIV infection. Due to the lack of direct evidence from animal experiments, the effects of parasitic infections on immunocompromised hosts remain unclear. Here, we detected 14 different parasites in six northern pig-tailed macaques (NPMs) before or at the 50th week of simian immunodeficiency virus (SIV) infection by ELISA. The NPMs all carried parasites before viral injection. At the 50th week after viral injection, the individuals with negative results in parasitic detection (i.e., 08247 and 08287) were characterized as the Parasites Exit (PE) group, with the other individuals (i.e., 09203, 09211, 10205, and 10225) characterized as the Parasites Remain (PR) group. Compared with the PR group, the NPMs in the PE group showed higher viral loads, lower CD4+ T cells counts, and lower CD4/CD8 rates. Additionally, the PE group had higher immune activation and immune exhaustion of both CD4+ and CD8+ T cells. Pathological observation showed greater injury to the liver, cecum, colon, spleen, and mesenteric lymph nodes in the PE group. This study showed more seriously compromised immunity in the PE group, strongly indicating that parasites might exit an immunocompromised host.
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Affiliation(s)
- Tian-Zhang Song
- Key Laboratory of Animal Models and Human Disease Mechanisms of the Chinese Academy of Sciences/Key Laboratory of Bioactive Peptides of Yunnan Province, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming Yunnan 650223, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Ming-Xu Zhang
- Key Laboratory of Animal Models and Human Disease Mechanisms of the Chinese Academy of Sciences/Key Laboratory of Bioactive Peptides of Yunnan Province, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming Yunnan 650223, China
| | - Yu-Jie Xia
- Kunming Primate Research Center, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming Yunnan 650223, China
| | - Yu Xiao
- Key Laboratory of Animal Models and Human Disease Mechanisms of the Chinese Academy of Sciences/Key Laboratory of Bioactive Peptides of Yunnan Province, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming Yunnan 650223, China
| | - Wei Pang
- Key Laboratory of Animal Models and Human Disease Mechanisms of the Chinese Academy of Sciences/Key Laboratory of Bioactive Peptides of Yunnan Province, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming Yunnan 650223, China
| | - Yong-Tang Zheng
- Key Laboratory of Animal Models and Human Disease Mechanisms of the Chinese Academy of Sciences/Key Laboratory of Bioactive Peptides of Yunnan Province, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming Yunnan 650223, China.
- Kunming Primate Research Center, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming Yunnan 650223, China
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Improved HIV-1 Viral Load Monitoring Capacity Using Pooled Testing With Marker-Assisted Deconvolution. J Acquir Immune Defic Syndr 2017; 75:580-587. [PMID: 28489730 DOI: 10.1097/qai.0000000000001424] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Improve pooled viral load (VL) testing to increase HIV treatment monitoring capacity, particularly relevant for resource-limited settings. DESIGN We developed marker-assisted mini-pooling with algorithm (mMPA), a new VL pooling deconvolution strategy that uses information from low-cost, routinely collected clinical markers to determine an efficient order of sequential individual VL testing and dictates when the sequential testing can be stopped. METHODS We simulated the use of pooled testing to ascertain virological failure status on 918 participants from 3 studies conducted at the Academic Model Providing Access to Healthcare in Eldoret, Kenya, and estimated the number of assays needed when using mMPA and other pooling methods. We also evaluated the impact of practical factors, such as specific markers used, prevalence of virological failure, pool size, VL measurement error, and assay detection cutoffs on mMPA, other pooling methods, and single testing. RESULTS Using CD4 count as a marker to assist deconvolution, mMPA significantly reduces the number of VL assays by 52% [confidence interval (CI): 48% to 57%], 40% (CI: 38% to 42%), and 19% (CI: 15% to 22%) compared with individual testing, simple mini-pooling, and mini-pooling with algorithm, respectively. mMPA has higher sensitivity and negative/positive predictive values than mini-pooling with algorithm, and comparable high specificity. Further improvement is achieved with additional clinical markers, such as age and time on therapy, with or without CD4 values. mMPA performance depends on prevalence of virological failure and pool size but is insensitive to VL measurement error and VL assay detection cutoffs. CONCLUSIONS mMPA can substantially increase the capacity of VL monitoring.
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Hønge BL, Jespersen S, Aunsborg J, Mendes DV, Medina C, da Silva Té D, Laursen AL, Erikstrup C, Wejse C. High prevalence and excess mortality of late presenters among HIV-1, HIV-2 and HIV-1/2 dually infected patients in Guinea-Bissau - a cohort study from West Africa. Pan Afr Med J 2016; 25:40. [PMID: 28154729 PMCID: PMC5268749 DOI: 10.11604/pamj.2016.25.40.8329] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2015] [Accepted: 06/06/2016] [Indexed: 01/13/2023] Open
Abstract
Introduction HIV infected individuals with late presentation (LP) and advanced disease (AD) have been associated with higher mortality, higher cost of medical management, impaired CD4 cell count increment and potentially ongoing risk of HIV transmission. Here we describe the proportion of patients with LP and AD at an HIV clinic in Guinea-Bissau, identify risk factors and evaluate the outcome of these patients. Methods We included all patients >15 years diagnosed with HIV-1 and/or HIV-2 at the outpatient HIV clinic at Hospital National Simão Mendes, during June 2005 - December 2013 in a retrospective cohort study. Patients were followed until December 2014. LP and AD was defined as a baseline CD4 cell count of 200-349 cells/µL and <200 cells/µL, respectively. Results A total of 3,720/5,562 (65.7%) patients had a CD4 cell count measured within the first 90 days of HIV diagnosis. Forty-eight percent had AD and 23% had LP. Risk factors for presentation with AD were male sex, age >30 years, Fula and Mandinga ethnicity. HIV-2 and HIV-1/2 dually infected patients had lower risk of AD compared with HIV-1 infected patients. Although antiretroviral therapy (ART) was initiated for 64.4% of patients, those with AD progression had a 3.82 times higher mortality compared to patients with non-LP. Conclusion The majority of HIV infected patients presented late. Most of the late-presenters had advanced disease and patients with advanced disease had a very high mortality. Initiatives to enroll patients in care at an earlier point are needed and should focus on risk groups.
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Affiliation(s)
- Bo Langhoff Hønge
- Bandim Health Project, Indepth Network, Bissau, Guinea-Bissau; Department of Infectious Diseases, Aarhus University Hospital, Denmark; Department of Clinical Immunology, Aarhus University Hospital, Denmark
| | - Sanne Jespersen
- Bandim Health Project, Indepth Network, Bissau, Guinea-Bissau; Department of Infectious Diseases, Aarhus University Hospital, Denmark
| | - Johanna Aunsborg
- Bandim Health Project, Indepth Network, Bissau, Guinea-Bissau; Department of Infectious Diseases, Aarhus University Hospital, Denmark
| | | | - Candida Medina
- National HIV Programme, Ministry of Health, Bissau, Guinea-Bissau
| | | | - Alex Lund Laursen
- Department of Infectious Diseases, Aarhus University Hospital, Denmark
| | | | - Christian Wejse
- Bandim Health Project, Indepth Network, Bissau, Guinea-Bissau; Department of Infectious Diseases, Aarhus University Hospital, Denmark; GloHAU, Center for Global Health, School of Public Health, Aarhus University, Denmark
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Schooley AL, Kamudumuli PS, Vangala S, Tseng CH, Soko C, Parent J, Phiri K, Jahn A, Namarika D, Hoffman RM. CD4 Variability in Malawi: Implications for Use of a CD4 Threshold of 500 Cells/mm 3 Versus Universal Eligibility for Antiretroviral Therapy. Open Forum Infect Dis 2016; 3:ofw180. [PMID: 27704028 PMCID: PMC5047419 DOI: 10.1093/ofid/ofw180] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2016] [Accepted: 08/23/2016] [Indexed: 12/15/2022] Open
Abstract
Background. Given the uncertainty about the ability of a single CD4 count to accurately classify a patient as antiretroviral therapy (ART) eligible, we sought to understand the extent to which CD4 variability results in misclassification at a CD4 threshold of 500 cells/mm3. Methods. We performed a prospective study of CD4 variability in Malawian human immunodeficiency virus-infected, ART-naive, World Health Organization (WHO) stage 1 or 2, nonpregnant adults. CD4 counts were performed daily for 8 days. We fit a Bayesian linear mixed-effects model of log-transformed CD4 cell counts to the data. We used Monte Carlo approximations to estimate misclassification rates for different observed values of CD4. The misclassification rate was calculated based on the conditional probability of true CD4 given the geometric mean of observed CD4 measurements. Results. Fifty patients were enrolled from 2 sites. The median age was 33.5 years (interquartile range, 27.5-40.0) and 34 (68%) were female. Misclassification rates were <1% when the observed CD4 counts were ≤250 or ≥750 cells/mm3. Rates of misclassification were high at observed CD4 counts between 350 and 650 cells/mm3, particularly when a single measurement was used (up to 46.7%). Conclusions. Our data show that ART eligibility based on a single CD4 count results in highest risk of misclassification when observed CD4 counts are in the range of 350-650 cells/mm3. Given the benefits of early ART, countries should weigh the costs and complexity of CD4 testing using a 500 cell/mm3 threshold against the cost savings and public health benefits of universal eligibility.
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Affiliation(s)
- Alan L Schooley
- Partners in Hope Medical Center, Lilongwe, Malawi; Division of Infectious Diseases
| | | | - Sitaram Vangala
- Department of Medicine Statistics Core , University of California , Los Angeles
| | - Chi-Hong Tseng
- Department of Medicine Statistics Core , University of California , Los Angeles
| | | | - Julie Parent
- Partners in Hope Medical Center , Lilongwe , Malawi
| | - Khumbo Phiri
- Partners in Hope Medical Center , Lilongwe , Malawi
| | - Andreas Jahn
- University of Washington Department of Global Health , International Training and Education Center for Health and Ministry of Health , Lilongwe , Malawi
| | - Dan Namarika
- Partners in Hope Medical Center , Lilongwe , Malawi
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20
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Kompala T, Moll AP, Mtungwa N, Brooks RP, Friedland GH, Shenoi SV. Impact of nurse-delivered community-based CD4 services on facilitating pre-ART care in rural South Africa. BMC Health Serv Res 2016; 16:374. [PMID: 27515233 PMCID: PMC4982129 DOI: 10.1186/s12913-016-1627-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2016] [Accepted: 08/04/2016] [Indexed: 11/25/2022] Open
Abstract
Background HIV testing, diagnosis and treatment programs have expanded globally, particularly in resource-limited settings. Diagnosis must be followed by determination of treatment eligibility and referral to care prior to initiation of antiretroviral treatment (ART). However, barriers and delays along these early steps in the treatment cascade may impede successful ART initiation. New strategies are needed to facilitate the treatment cascade. We evaluated the role of on site CD4+ T cell count phlebotomy services by nurses in facilitating pre-ART care in a community-based voluntary counseling and testing program (CBVCT) in rural South Africa. Methods We retrospectively evaluated CBVCT services during five continuous time periods over three years: three periods when a nurse was present on site, and two periods when the nurse was absent. When a nurse was present, CD4 count phlebotomy was performed immediately after HIV testing to determine ART eligibility. When a nurse was absent, patients were referred to their local primary care clinic for CD4 testing. For each period, we determined the proportion of HIV-positive community members who completed CD4 testing, received notification of CD4 count results, as well as the time to test completion and result notification. Results Between 2010 and 2013, 7213 individuals accessed CBVCT services; of these, 620 (8.6 %) individuals were HIV-positive, 205 (33.1 %) were eligible for ART according to South African national CD4 count criteria, and 78 (38.0 % of those eligible) initiated ART. During the periods when a professional nurse was available to provide CD4 phlebotomy services, HIV-positive clients were significantly more likely to complete CD4 testing than during periods when these services were not available (85.5 % vs. 37.3 %, p < 0.001). Additionally, when nurses were present, individuals were significantly more likely to be notified of CD4 results (60.6 % vs. 26.7 %, p <0.001). The time from HIV screening to CD4 test completion was also significantly shorter during nurse presence than nurse absence (median 8 days (IQR 4–19) vs. 35 days (IQR 15–131), p < 0.001). Conclusions These findings indicate that in addition to CBVCT, availability of on site CD4 phlebotomy may reduce loss along the pre-ART care cascade and facilitate timely entry into HIV care.
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Affiliation(s)
- T Kompala
- Department of Medicine, University of California, San Francisco, CA, USA
| | - A P Moll
- Church of Scotland Hospital, Tugela Ferry, South Africa
| | - N Mtungwa
- Philanjalo NGO, Tugela Ferry, South Africa
| | - R P Brooks
- Yale University School of Medicine, Section of Infectious Diseases, AIDS Program, 135 College Street, Suite 323, New Haven, CT, 06510, USA
| | - G H Friedland
- Yale University School of Medicine, Section of Infectious Diseases, AIDS Program, 135 College Street, Suite 323, New Haven, CT, 06510, USA
| | - S V Shenoi
- Yale University School of Medicine, Section of Infectious Diseases, AIDS Program, 135 College Street, Suite 323, New Haven, CT, 06510, USA.
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21
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Stonbraker S, Befus M, Nadal LL, Halpern M, Larson E. Evaluating the utility of provider-recorded clinical status in the medical records of HIV-positive adults in a limited-resource setting. Int J STD AIDS 2016; 28:685-692. [PMID: 27495146 DOI: 10.1177/0956462416663990] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Provider-reported summaries of clinical status may assist with clinical management of HIV in resource poor settings if they reflect underlying biological processes associated with HIV disease progression. However, their ability to do so is rarely evaluated. Therefore, we aimed to assess the relationship between a provider-recorded summary of clinical status and indicators of HIV progression. Data were abstracted from 201 randomly selected medical records at a large HIV clinic in the Dominican Republic. Multivariable logistic regressions were used to examine the relationship between provider-assigned clinical status and demographic (gender, age, nationality, education) and clinical factors (reported medication adherence, CD4 cell count, viral load). The mean age of patients was 41.2 (SD = ±10.9) years and most were female (n = 115, 57%). None of the examined characteristics were significantly associated with provider-recorded clinical status. Higher CD4 cell counts were more likely for females (OR = 2.2 CI: 1.12-4.31) and less likely for those with higher viral loads (OR = 0.33 CI: 0.15-0.72). Poorer adherence and lower CD4 cell counts were significantly associated with higher viral loads (OR = 4.46 CI: 1.11-20.29 and 6.84 CI: 1.47-37.23, respectively). Clinics using provider-reported summaries of clinical status should evaluate the performance of these assessments to ensure they are associated with biologic indicators of disease progression.
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Affiliation(s)
| | - Montina Befus
- 2 Department of Epidemiology, Mailman School of Public Health, NY, USA
| | | | - Mina Halpern
- 3 Clínica de Familia La Romana, La Romana, Dominican Republic
| | - Elaine Larson
- 1 Columbia University School of Nursing, NY, USA.,2 Department of Epidemiology, Mailman School of Public Health, NY, USA
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22
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Habiyambere V, Ford N, Low-Beer D, Nkengasong J, Sands A, Pérez González M, Fernandes P, Milgotina E. Availability and Use of HIV Monitoring and Early Infant Diagnosis Technologies in WHO Member States in 2011-2013: Analysis of Annual Surveys at the Facility Level. PLoS Med 2016; 13:e1002088. [PMID: 27551917 PMCID: PMC4995037 DOI: 10.1371/journal.pmed.1002088] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2015] [Accepted: 06/13/2016] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND The Joint United Nations Programme on HIV and AIDS (UNAIDS) 90-90-90 targets have reinforced the importance of functioning laboratory services to ensure prompt diagnosis and to assess treatment efficacy. We surveyed the availability and utilization of technologies for HIV treatment monitoring and early infant diagnosis (EID) in World Health Organization (WHO) Member States. METHODS AND FINDINGS The survey questionnaire included 14 structured questions focusing on HIV testing, cluster of differentiation 4 (CD4) testing, HIV viral load (VL) testing, and EID and was administered annually from 2012 to 2014 through WHO country offices, with each survey covering the previous 12-mo period. Across 127 targeted countries, survey response rates were 60% in 2012, 67% in 2013, and 78% in 2014. There were encouraging trends towards increased procurement of CD4 and VL/EID instruments in reporting countries. Globally, the capacity of available CD4 instruments was sufficient to meet the demand of all people living with HIV/AIDS (PLWHA), irrespective of treatment status (4.62 theoretical tests per PLWHA in 2013 [median 7.33; interquartile range (IQR) 3.44-17.75; median absolute deviation (MAD) 4.35]). The capacity of VL instruments was inadequate to cover all PLWHA in many reporting countries (0.44 tests per PLWHA in 2013 [median 0.90; IQR 0.30-2.40; MAD 0.74]). Of concern, only 13.7% of existing CD4 capacity (median 4.3%; IQR 1.1%-12.1%; MAD 3.8%) and only 36.5% of existing VL capacity (median 9.4%; IQR 2.3%-28.9%; MAD 8.2%) was being utilized across reporting countries in 2013. By the end of 2013, 7.4% of all CD4 instruments (5.8% CD4 conventional instruments and 11.0% of CD4 point of care [POC]) and 10% of VL/EID instruments were reportedly not in use because of lack of reagents, the equipment not being installed or deployed, maintenance, and staff training requirements. Major limitations of this survey included under-reporting and/or incomplete reporting in some national programmes and noncoverage of the private sector. CONCLUSION This is the first attempt to comprehensively gather information on HIV testing technology coverage in WHO Member States. The survey results suggest that major operational changes will need to be implemented, particularly in low- and middle-income countries, if the 90-90-90 targets are to be met.
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Affiliation(s)
- Vincent Habiyambere
- Department of HIV/AIDS, World Health Organization, Geneva, Switzerland
- * E-mail:
| | - Nathan Ford
- Department of HIV/AIDS, World Health Organization, Geneva, Switzerland
| | - Daniel Low-Beer
- Department of HIV/AIDS, World Health Organization, Geneva, Switzerland
| | - John Nkengasong
- Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America
| | - Anita Sands
- Department of HIV/AIDS, World Health Organization, Geneva, Switzerland
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23
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Phillips AN, Cambiano V, Nakagawa F, Ford D, Apollo T, Murungu J, Rousseau C, Garnett G, Ehrenkranz P, Bansi-Matharu L, Vojnov L, Katz Z, Peeling R, Revill P. Point-of-Care Viral Load Testing for Sub-Saharan Africa: Informing a Target Product Profile. Open Forum Infect Dis 2016; 3:ofw161. [PMID: 27704016 PMCID: PMC5047406 DOI: 10.1093/ofid/ofw161] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2016] [Accepted: 07/25/2016] [Indexed: 12/03/2022] Open
Abstract
Point-of-care viral load tests are being developed to monitor patients on antiretroviral therapy (ART) in sub-Saharan Africa. Test design involves trade-offs between test attributes, including accuracy, complexity, robustness, and cost. We used a model of the human immunodeficiency virus epidemic and ART program in Zimbabwe and found that the attributes of a viral load testing approach that are most influential for cost effectiveness are avoidance of a high proportion of failed tests or results not received, use of an approach that best facilitates retention on ART, and the ability to facilitate greater use of differentiated care, including through expanding coverage of testing availability.
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Affiliation(s)
- Andrew N Phillips
- Department of Infection and Population Health , University College London (UCL) , United Kingdom
| | - Valentina Cambiano
- Department of Infection and Population Health , University College London (UCL) , United Kingdom
| | - Fumiyo Nakagawa
- Department of Infection and Population Health , University College London (UCL) , United Kingdom
| | - Deborah Ford
- MRC Clinical Trials Unit at UCL , Institute of Clinical Trials and Methodology , London , United Kingdom
| | - Tsitsi Apollo
- Ministry of Health and Child Care , Causeway, Harare , Zimbabwe
| | - Joseph Murungu
- Ministry of Health and Child Care , Causeway, Harare , Zimbabwe
| | | | - Geoff Garnett
- Bill & Melinda Gates Foundation , Seattle, Washington
| | | | - Loveleen Bansi-Matharu
- Department of Infection and Population Health , University College London (UCL) , United Kingdom
| | - Lara Vojnov
- Clinton Health Access Initiative , Boston, Massachusetts
| | - Zachary Katz
- Clinton Health Access Initiative , Boston, Massachusetts
| | - Rosanna Peeling
- Clinical Research Department , London School of Hygiene and Tropical Medicine , United Kingdom
| | - Paul Revill
- Centre for Health Economics , University of York , Heslington , United Kingdom
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Orlando S, Diamond S, Palombi L, Sundaram M, Shear Zimmer L, Marazzi MC, Mancinelli S, Liotta G. Cost-Effectiveness and Quality of Care of a Comprehensive ART Program in Malawi. Medicine (Baltimore) 2016; 95:e3610. [PMID: 27227921 PMCID: PMC4902345 DOI: 10.1097/md.0000000000003610] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
The aim of this study is to assess the cost-effectiveness of a holistic, comprehensive human immunodeficiency virus (HIV) treatment Program in Malawi.Comprehensive cost data for the year 2010 have been collected at 30 facilities from the public network of health centers providing antiretroviral treatment (ART) throughout the country; two of these facilities were operated by the Disease Relief through Excellent and Advanced Means (DREAM) program.The outcomes analysis was carried out over five years comparing two cohorts of patients on treatment: 1) 2387 patients who started ART in the two DREAM centers during 2008, 2) patients who started ART in Malawi in the same year under the Ministry of Health program.Assuming the 2010 cost as constant over the five years the cost-effective analysis was undertaken from a health sector and national perspective; a sensitivity analysis included two hypothesis of ART impact on patients' income.The total cost per patient per year (PPPY) was $314.5 for the DREAM protocol and $188.8 for the other Malawi ART sites, with 737 disability adjusted life years (DALY) saved among the DREAM program patients compared with the others. The Incremental Cost-Effectiveness Ratio was $1640 per DALY saved; it ranged between $896-1268 for national and health sector perspective respectively. The cost per DALY saved remained under $2154 that is the AFR-E-WHO regional gross domestic product per capita threshold for a program to be considered very cost-effective.HIV/acquired immune deficiency syndrome comprehensive treatment program that joins ART with laboratory monitoring, treatment adherence reinforcing and Malnutrition control can be very cost-effective in the sub-Saharan African setting.
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Affiliation(s)
- Stefano Orlando
- From the Dream programme - Community of Sant'Egidio (SO), Clinton Health Access Initiative (SD, LSZ), Department of Public Health, University of Tor Vergata, Rome, Italy (LP, SM, GL), Bill and Melinda Gates Foundation (MS), and LUMSA University, Rome, Italy (MCM)
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25
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Duber HC, Roberts DA, Ikilezi G, Fullman N, Gasasira A, Gakidou E, Haakenstad A, J Levine A, Achan J. Evaluating facility-based antiretroviral therapy programme effectiveness: a pilot study comparing viral load suppression and retention rates. Trop Med Int Health 2016; 21:750-8. [PMID: 26996396 DOI: 10.1111/tmi.12694] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVES Increased demand for antiretroviral therapy (ART) services combined with plateaued levels of development assistance for HIV/AIDS requires that national ART programmes monitor programme effectiveness. In this pilot study, we compared commonly utilised performance metrics of 12- and 24-month retention with rates of viral load (VL) suppression at 15 health facilities in Uganda. METHODS Retrospective chart review from which 12- and 24-month retention rates were estimated, and parallel HIV RNA VL testing on consecutive adult patients who presented to clinics and had been on ART for a minimum of six months. Rates of VL suppression were then calculated at each facility and compared to retention rates to assess the correlation between performance metrics. Multilevel logistic regression models predicting VL suppression and 12- and 24-month retention were constructed to estimate facility effects. RESULTS We collected VL samples from 2961 patients and found that 88% had a VL ≤1000 copies/ml. Facility rates of VL suppression varied between 77% and 96%. When controlling for patient mix, a significant variation in facility performance persisted. Retention rates at 12 and 24 months were 91% and 79%, respectively, with a comparable facility-level variation. However, neither 12-month (ρ = 0.16) nor 24-month (ρ = -0.19) retention rates were correlated with facility rates of VL suppression. CONCLUSIONS Retaining patients in care and suppressing VL are both critical outcomes. Given the lack of correlation noted in this study, the utilisation of VL monitoring may be necessary to truly assess the effectiveness of health facilities delivering ART services.
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Affiliation(s)
- Herbert C Duber
- Division of Emergency Medicine, University of Washington, Seattle, WA, USA.,Institute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA
| | - D Allen Roberts
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA
| | - Gloria Ikilezi
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA.,Infectious Diseases Research Collaboration, Makerere University, Kampala, Uganda
| | - Nancy Fullman
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA
| | | | - Emmanuela Gakidou
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA
| | - Annie Haakenstad
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA
| | - Aubrey J Levine
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA
| | - Jane Achan
- Infectious Diseases Research Collaboration, Makerere University, Kampala, Uganda
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Roberts T, Cohn J, Bonner K, Hargreaves S. Scale-up of Routine Viral Load Testing in Resource-Poor Settings: Current and Future Implementation Challenges. Clin Infect Dis 2016; 62:1043-8. [PMID: 26743094 PMCID: PMC4803106 DOI: 10.1093/cid/ciw001] [Citation(s) in RCA: 165] [Impact Index Per Article: 20.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2015] [Accepted: 12/23/2015] [Indexed: 01/27/2023] Open
Abstract
Despite immense progress in antiretroviral therapy (ART) scale-up, many people still lack access to basic standards of care, with our ability to meet the Joint United Nations Programme on HIV/AIDS 90-90-90 treatment targets for HIV/AIDS dependent on dramatic improvements in diagnostics. The World Health Organization recommends routine monitoring of ART effectiveness using viral load (VL) testing at 6 months and every 12 months, to monitor treatment adherence and minimize failure, and will publish its VL toolkit later this year. However, the cost and complexity of VL is preventing scale-up beyond developed countries and there is a lack of awareness among clinicians as to the long-term patient benefits and its role in prolonging the longevity of treatment programs. With developments in this diagnostic field rapidly evolving-including the recent improvements for accurately using dried blood spots and the imminent appearance to the market of point-of-care technologies offering decentralized diagnosis-we describe current barriers to VL testing in resource-limited settings. Effective scale-up can be achieved through health system and laboratory system strengthening and test price reductions, as well as tackling multiple programmatic and funding challenges.
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Affiliation(s)
| | | | | | - Sally Hargreaves
- International Health Unit, Department of Medicine, Section of Infectious Diseases and Immunity, Imperial College London, United Kingdom
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Hassan U, Watkins NN, Reddy B, Damhorst G, Bashir R. Microfluidic differential immunocapture biochip for specific leukocyte counting. Nat Protoc 2016; 11:714-26. [PMID: 26963632 PMCID: PMC4893332 DOI: 10.1038/nprot.2016.038] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Enumerating specific cell types from whole blood can be very useful for research and diagnostic purposes-e.g., for counting of CD4 and CD8 T cells in HIV/AIDS diagnostics. We have developed a biosensor based on a differential immunocapture technology to enumerate specific cells in 30 min using 10 μl of blood. This paper provides a comprehensive stepwise protocol to replicate our biosensor for CD4 and CD8 cell counts. The biochip can also be adapted to enumerate other specific cell types such as somatic cells or cells from tissue or liquid biopsies. Capture of other specific cells requires immobilization of their corresponding antibodies within the capture chamber. Therefore, this protocol is useful for research into areas surrounding immunocapture-based biosensor development. The biosensor production requires 24 h, a one-time cell capture optimization takes 6-9 h, and the final cell counting experiment in a laboratory environment requires 30 min to complete.
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Affiliation(s)
- Umer Hassan
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, William L. Everitt Laboratory, Urbana, Illinois, USA
- Micro and Nanotechnology Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
- Biomedical Research Center, Carle Foundation Hospital, Urbana, Illinois, USA
| | - Nicholas N Watkins
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, William L. Everitt Laboratory, Urbana, Illinois, USA
| | - Bobby Reddy
- Micro and Nanotechnology Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
- Biomedical Research Center, Carle Foundation Hospital, Urbana, Illinois, USA
| | - Gregory Damhorst
- Micro and Nanotechnology Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
- Biomedical Research Center, Carle Foundation Hospital, Urbana, Illinois, USA
| | - Rashid Bashir
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, William L. Everitt Laboratory, Urbana, Illinois, USA
- Micro and Nanotechnology Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
- Biomedical Research Center, Carle Foundation Hospital, Urbana, Illinois, USA
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Jiamsakul A, Kerr SJ, Ng OT, Lee MP, Chaiwarith R, Yunihastuti E, Van Nguyen K, Pham TT, Kiertiburanakul S, Ditangco R, Saphonn V, Sim BLH, Merati TP, Wong W, Kantipong P, Zhang F, Choi JY, Pujari S, Kamarulzaman A, Oka S, Mustafa M, Ratanasuwan W, Petersen B, Law M, Kumarasamy N. Effects of unplanned treatment interruptions on HIV treatment failure - results from TAHOD. Trop Med Int Health 2016; 21:662-74. [PMID: 26950901 DOI: 10.1111/tmi.12690] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
OBJECTIVES Treatment interruptions (TIs) of combination antiretroviral therapy (cART) are known to lead to unfavourable treatment outcomes but do still occur in resource-limited settings. We investigated the effects of TI associated with adverse events (AEs) and non-AE-related reasons, including their durations, on treatment failure after cART resumption in HIV-infected individuals in Asia. METHODS Patients initiating cART between 2006 and 2013 were included. TI was defined as stopping cART for >1 day. Treatment failure was defined as confirmed virological, immunological or clinical failure. Time to treatment failure during cART was analysed using Cox regression, not including periods off treatment. Covariables with P < 0.10 in univariable analyses were included in multivariable analyses, where P < 0.05 was considered statistically significant. RESULTS Of 4549 patients from 13 countries in Asia, 3176 (69.8%) were male and the median age was 34 years. A total of 111 (2.4%) had TIs due to AEs and 135 (3.0%) had TIs for other reasons. Median interruption times were 22 days for AE and 148 days for non-AE TIs. In multivariable analyses, interruptions >30 days were associated with failure (31-180 days HR = 2.66, 95%CI (1.70-4.16); 181-365 days HR = 6.22, 95%CI (3.26-11.86); and >365 days HR = 9.10, 95% CI (4.27-19.38), all P < 0.001, compared to 0-14 days). Reasons for previous TI were not statistically significant (P = 0.158). CONCLUSIONS Duration of interruptions of more than 30 days was the key factor associated with large increases in subsequent risk of treatment failure. If TI is unavoidable, its duration should be minimised to reduce the risk of failure after treatment resumption.
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Affiliation(s)
| | - Stephen J Kerr
- The Kirby Institute, UNSW Australia, Sydney, Australia.,HIV-NAT, The Thai Red Cross AIDS Research Centre, Bangkok, Thailand.,Department of Global Health, Academic Medical Center, University of Amsterdame, Amsterdam Institute for Global Health and Development, Amsterdam, The Netherlands
| | - Oon Tek Ng
- Department of Infectious Diseases, Tan Tock Seng Hospital, Singapore City, Singapore
| | - Man Po Lee
- Queen Elizabeth Hospital, Hong Kong, China
| | - Romanee Chaiwarith
- Research Institute for Health Sciences, Chiang Mai University, Chiang Mai, Thailand
| | - Evy Yunihastuti
- Working Group on AIDS, Faculty of Medicine, University of Indonesia/Cipto Mangunkusumo Hospital, Jakarta, Indonesia
| | | | | | | | | | - Vonthanak Saphonn
- National Center for HIV/AIDS, Dermatology & STDs and University of Health Sciences, Phnom Penh, Cambodia
| | | | | | - Wingwai Wong
- Taipei Veterans General Hospital, Taipei, Taiwan
| | | | - Fujie Zhang
- Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Jun Yong Choi
- Division of Infectious Diseases, Department of Internal Medicine, Yonsei University College of Medicine, Seoul, South Korea
| | | | | | - Shinichi Oka
- National Center for Global Health and Medicine, Tokyo, Japan
| | | | - Winai Ratanasuwan
- Faculty of Medicine, Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | | | - Matthew Law
- The Kirby Institute, UNSW Australia, Sydney, Australia
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Koller M, Fatti G, Chi BH, Keiser O, Hoffmann CJ, Wood R, Prozesky H, Stinson K, Giddy J, Mutevedzi P, Fox MP, Law M, Boulle A, Egger M. Implementation and Operational Research: Risk Charts to Guide Targeted HIV-1 Viral Load Monitoring of ART: Development and Validation in Patients From Resource-Limited Settings. J Acquir Immune Defic Syndr 2016; 70:e110-9. [PMID: 26470034 DOI: 10.1097/qai.0000000000000748] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND HIV-1 RNA viral load (VL) testing is recommended to monitor antiretroviral therapy (ART) but not available in many resource-limited settings. We developed and validated CD4-based risk charts to guide targeted VL testing. METHODS We modeled the probability of virologic failure up to 5 years of ART based on current and baseline CD4 counts, developed decision rules for targeted VL testing of 10%, 20%, or 40% of patients in 7 cohorts of patients starting ART in South Africa, and plotted cutoffs for VL testing on colour-coded risk charts. We assessed the accuracy of risk chart-guided VL testing to detect virologic failure in validation cohorts from South Africa, Zambia, and the Asia-Pacific. RESULTS In total, 31,450 adult patients were included in the derivation and 25,294 patients in the validation cohorts. Positive predictive values increased with the percentage of patients tested: from 79% (10% tested) to 98% (40% tested) in the South African cohort, from 64% to 93% in the Zambian cohort, and from 73% to 96% in the Asia-Pacific cohort. Corresponding increases in sensitivity were from 35% to 68% in South Africa, from 55% to 82% in Zambia, and from 37% to 71% in Asia-Pacific. The area under the receiver operating curve increased from 0.75 to 0.91 in South Africa, from 0.76 to 0.91 in Zambia, and from 0.77 to 0.92 in Asia-Pacific. CONCLUSIONS CD4-based risk charts with optimal cutoffs for targeted VL testing maybe useful to monitor ART in settings where VL capacity is limited.
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Affiliation(s)
- Manuel Koller
- *Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland; †Kheth'Impilo, Cape Town, South Africa; ‡Centre for Infectious Disease Research in Zambia, Lusaka, Zambia; §Aurum Institute for Health Research, Johannesburg, South Africa; ‖Gugulethu ART Programme and Desmond Tutu HIV Centre, University of Cape Town, Cape Town, South Africa; ¶Division of Infectious Diseases, Department of Medicine, University of Stellenbosch and Tygerberg Academic Hospital, Cape Town, South Africa; #Médecins Sans Frontières, Khayelitsha, Cape Town, South Africa; **Sinikithemba Clinic, McCord Hospital, Durban, South Africa; ††Africa Centre for Health and Population Studies, University of KwaZulu-Natal, Somkhele, South Africa; ‡‡Health Economics and Epidemiology Research Office, University of the Witwatersrand, Johannesburg, South Africa; §§Center for Global Health & Development and Department of Epidemiology, Boston University, Boston, MA; ‖‖Biostatistics and Databases Program, The Kirby Institute, Faculty of Medicine, The University of New South Wales, Sydney, Australia; and ¶¶Centre for Infectious Disease Epidemiology and Research, School of Public Health and Family Medicine, University of Cape Town, South Africa
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30
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Rhee SY, Jordan MR, Raizes E, Chua A, Parkin N, Kantor R, Van Zyl GU, Mukui I, Hosseinipour MC, Frenkel LM, Ndembi N, Hamers RL, Rinke de Wit TF, Wallis CL, Gupta RK, Fokam J, Zeh C, Schapiro JM, Carmona S, Katzenstein D, Tang M, Aghokeng AF, De Oliveira T, Wensing AMJ, Gallant JE, Wainberg MA, Richman DD, Fitzgibbon JE, Schito M, Bertagnolio S, Yang C, Shafer RW. HIV-1 Drug Resistance Mutations: Potential Applications for Point-of-Care Genotypic Resistance Testing. PLoS One 2015; 10:e0145772. [PMID: 26717411 PMCID: PMC4696791 DOI: 10.1371/journal.pone.0145772] [Citation(s) in RCA: 65] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2015] [Accepted: 12/08/2015] [Indexed: 01/10/2023] Open
Abstract
The increasing prevalence of acquired and transmitted HIV-1 drug resistance is an obstacle to successful antiretroviral therapy (ART) in the low- and middle-income countries (LMICs) hardest hit by the HIV-1 pandemic. Genotypic drug resistance testing could facilitate the choice of initial ART in areas with rising transmitted drug resistance (TDR) and enable care-providers to determine which individuals with virological failure (VF) on a first- or second-line ART regimen require a change in treatment. An inexpensive near point-of-care (POC) genotypic resistance test would be useful in settings where the resources, capacity, and infrastructure to perform standard genotypic drug resistance testing are limited. Such a test would be particularly useful in conjunction with the POC HIV-1 viral load tests that are currently being introduced in LMICs. A POC genotypic resistance test is likely to involve the use of allele-specific point mutation assays for detecting drug-resistance mutations (DRMs). This study proposes that two major nucleoside reverse transcriptase inhibitor (NRTI)-associated DRMs (M184V and K65R) and four major NNRTI-associated DRMs (K103N, Y181C, G190A, and V106M) would be the most useful for POC genotypic resistance testing in LMIC settings. One or more of these six DRMs was present in 61.2% of analyzed virus sequences from ART-naïve individuals with intermediate or high-level TDR and 98.8% of analyzed virus sequences from individuals on a first-line NRTI/NNRTI-containing regimen with intermediate or high-level acquired drug resistance. The detection of one or more of these DRMs in an ART-naïve individual or in a individual with VF on a first-line NRTI/NNRTI-containing regimen may be considered an indication for a protease inhibitor (PI)-containing regimen or closer virological monitoring based on cost-effectiveness or country policy.
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Affiliation(s)
- Soo-Yon Rhee
- Department of Medicine, Stanford University, Stanford, CA, United States of America
| | - Michael R. Jordan
- Tufts University School of Medicine, Boston, MA, United States of America
| | - Elliot Raizes
- Division of Global HIV/AIDS, Centers for Disease Control and Prevention, Atlanta, GA, United States of America
| | - Arlene Chua
- Medecins Sans Frontieres, Access Campaign, Geneva, Switzerland
- Institute of Infectious Diseases and Epidemiology, Tan Tock Seng Hospital, Singapore, Singapore
| | - Neil Parkin
- Data First Consulting, Belmont, CA, United States of America
| | - Rami Kantor
- Alpert Medical School, Brown University, Providence, RI, United States of America
| | - Gert U. Van Zyl
- National Health Laboratory Service, Tygerberg, Coastal Branch, South Africa
- Division of Medical Virology, Stellenbosch University, Parow, South Africa
| | - Irene Mukui
- National AIDS and Sexually Transmitted Infection (STI) Control Programme, Ministry of Health, Nairobi, Kenya
| | | | - Lisa M. Frenkel
- University of Washington and Seattle Children’s Research Institute, Seattle, WA, United States of America
| | | | - Raph L. Hamers
- Amsterdam Institute for Global Health and Development (AIGHD), Department of Global Health, Academic Medical Center of the University of Amsterdam, Amsterdam, Netherlands
| | - Tobias F. Rinke de Wit
- Amsterdam Institute for Global Health and Development (AIGHD), Department of Global Health, Academic Medical Center of the University of Amsterdam, Amsterdam, Netherlands
| | | | - Ravindra K. Gupta
- Department of Infection, University College London, London, United Kingdom
| | - Joseph Fokam
- Chantal BIYA International Reference Centre for Research on HIV/AIDS Prevention and Management, Yaoundé, Cameroon
- Faculty of Medicine and Biomedical Sciences (FMBS) of the University of Yaounde 1, Yaounde, Cameroon
| | - Clement Zeh
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America
| | | | - Sergio Carmona
- Department of Haematology and Molecular Medicine, University of Witwatersrand, Johannesburg, South Africa
- National Health Laboratory Services, Johannesburg, South Africa
| | - David Katzenstein
- Department of Medicine, Stanford University, Stanford, CA, United States of America
| | - Michele Tang
- Department of Medicine, Stanford University, Stanford, CA, United States of America
| | | | - Tulio De Oliveira
- Africa Centre for Health and Population Studies, School of Laboratory Medicine and Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Annemarie M. J. Wensing
- Virology, Department of Medical Microbiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Joel E. Gallant
- Southwest CARE Center, Santa Fe, NM, United States of America
| | - Mark A. Wainberg
- McGill University AIDS Centre, Jewish General Hospital, Montreal, Quebec, Canada
| | - Douglas D. Richman
- Department of Pathology, University of California San Diego, La Jolla, CA, United States of America
- Veterans Affairs San Diego Healthcare System, San Diego, CA, United States of America
| | - Joseph E. Fitzgibbon
- Drug Development and Clinical Sciences Branch, Division of AIDS, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States of America
| | - Marco Schito
- HJF-DAIDS, A Division of The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States of America
| | | | - Chunfu Yang
- Division of Global HIV/AIDS, Centers for Disease Control and Prevention, Atlanta, GA, United States of America
| | - Robert W. Shafer
- Department of Medicine, Stanford University, Stanford, CA, United States of America
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31
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Fu E. Enabling robust quantitative readout in an equipment-free model of device development. Analyst 2015; 139:4750-7. [PMID: 25089298 DOI: 10.1039/c4an01003e] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
A critical constraint in the design of appropriate medical devices for the lowest-resource settings is the lack of access to maintenance or repair on instrumentation. There are numerous point-of-care applications for which quantitative readout would have clinical utility. Thus, a challenge to the device developer is to enable quantitative device readout in an equipment-free model that is appropriate for use in even the lowest-resource settings. Paper microfluidics has great potential for enabling equipment-free devices that are low-cost, operable by minimally-trained users, and provide quantitative readout. The focus of this critical review is to describe the work, starting several decades ago and continuing to the present, to enable assays with quantitative readout in a fully-disposable device.
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Affiliation(s)
- Elain Fu
- School of Chemical, Biological, and Environmental Engineering, Oregon State University, USA.
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32
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Damhorst GL, Duarte-Guevara C, Chen W, Ghonge T, Cunningham BT, Bashir R. Smartphone-Imaged HIV-1 Reverse-Transcription Loop-Mediated Isothermal Amplification (RT-LAMP) on a Chip from Whole Blood. ENGINEERING (BEIJING, CHINA) 2015; 1:324-335. [PMID: 26705482 PMCID: PMC4687746 DOI: 10.15302/j-eng-2015072] [Citation(s) in RCA: 66] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Viral load measurements are an essential tool for the long-term clinical care of hum an immunodeficiency virus (HIV)-positive individuals. The gold standards in viral load instrumentation, however, are still too limited by their size, cost, and sophisticated operation for these measurements to be ubiquitous in remote settings with poor healthcare infrastructure, including parts of the world that are disproportionately affected by HIV infection. The challenge of developing a point-of-care platform capable of making viral load more accessible has been frequently approached but no solution has yet emerged that meets the practical requirements of low cost, portability, and ease-of-use. In this paper, we perform reverse-transcription loop-mediated isothermal amplification (RT-LAMP) on minimally processed HIV-spiked whole blood samples with a microfluidic and silicon microchip platform, and perform fluorescence measurements with a consumer smartphone. Our integrated assay shows amplification from as few as three viruses in a ~ 60 nL RT-LAMP droplet, corresponding to a whole blood concentration of 670 viruses per µL of whole blood. The technology contains greater power in a digital RT-LAMP approach that could be scaled up for the determination of viral load from a finger prick of blood in the clinical care of HIV-positive individuals. We demonstrate that all aspects of this viral load approach, from a drop of blood to imaging the RT-LAMP reaction, are compatible with lab-on-a-chip components and mobile instrumentation.
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Affiliation(s)
- Gregory L. Damhorst
- Department of Bioengineering, The University of Illinois at
Urbana-Champaign, Urbana, IL 61801, USA
- Micro and Nanotechnology Laboratory, The University of
Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Carlos Duarte-Guevara
- Micro and Nanotechnology Laboratory, The University of
Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- Department of Electrical and Computer Engineering, The
University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Weili Chen
- Micro and Nanotechnology Laboratory, The University of
Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- Department of Electrical and Computer Engineering, The
University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Tanmay Ghonge
- Department of Bioengineering, The University of Illinois at
Urbana-Champaign, Urbana, IL 61801, USA
- Micro and Nanotechnology Laboratory, The University of
Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Brian T. Cunningham
- Department of Bioengineering, The University of Illinois at
Urbana-Champaign, Urbana, IL 61801, USA
- Micro and Nanotechnology Laboratory, The University of
Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- Department of Electrical and Computer Engineering, The
University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Rashid Bashir
- Department of Bioengineering, The University of Illinois at
Urbana-Champaign, Urbana, IL 61801, USA
- Micro and Nanotechnology Laboratory, The University of
Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- Department of Electrical and Computer Engineering, The
University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- Correspondence author.
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Ceesay SJ, Koivogui L, Nahum A, Taal MA, Okebe J, Affara M, Kaman LE, Bohissou F, Agbowai C, Tolno BG, Amambua-Ngwa A, Bangoura NF, Ahounou D, Muhammad AK, Duparc S, Hamed K, Ubben D, Bojang K, Achan J, D'Alessandro U. Malaria Prevalence among Young Infants in Different Transmission Settings, Africa. Emerg Infect Dis 2015; 21:1114-21. [PMID: 26079062 PMCID: PMC4480393 DOI: 10.3201/eid2107.142036] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
The prevalence and consequences of malaria among infants are not well characterized and may be underestimated. A better understanding of the risk for malaria in early infancy is critical for drug development and informed decision making. In a cross-sectional survey in Guinea, The Gambia, and Benin, countries with different malaria transmission intensities, the overall prevalence of malaria among infants <6 months of age was 11.8% (Guinea, 21.7%; The Gambia, 3.7%; and Benin, 10.2%). Seroprevalence ranged from 5.7% in The Gambia to 41.6% in Guinea. Mean parasite densities in infants were significantly lower than those in children 1-9 years of age in The Gambia (p<0.0001) and Benin (p = 0.0021). Malaria in infants was significantly associated with fever or recent history of fever (p = 0.007) and anemia (p = 0.001). Targeted preventive interventions, adequate drug formulations, and treatment guidelines are needed to address the sizeable prevalence of malaria among young infants in malaria-endemic countries.
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De Spiegelaere W, Philippé J, Vervisch K, Verhofstede C, Malatinkova E, Kiselinova M, Trypsteen W, Bonczkowski P, Vogelaers D, Callens S, Ruelle J, Kabeya K, De Wit S, Van Acker P, Van Sandt V, Emonds MP, Coucke P, Sermijn E, Vandekerckhove L. Comparison of methods for in-house screening of HLA-B*57:01 to prevent abacavir hypersensitivity in HIV-1 care. PLoS One 2015; 10:e0123525. [PMID: 25874872 PMCID: PMC4398410 DOI: 10.1371/journal.pone.0123525] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2014] [Accepted: 03/04/2015] [Indexed: 12/27/2022] Open
Abstract
Abacavir is a nucleoside reverse transcriptase inhibitor used as part of combination antiretroviral therapy in HIV-1-infected patients. Because this drug can cause a hypersensitivity reaction that is correlated with the presence of the HLA-B*57:01 allotype, screening for the presence of HLA-B*57:01 is recommended before abacavir initiation. Different genetic assays have been developed for HLA-B*57:01 screening, each with specific sensitivity, turnaround time and assay costs. Here, a new real-time PCR (qPCR) based analysis is described and compared to sequence specific primer PCR with capillary electrophoresis (SSP PCR CE) on 149 patient-derived samples, using sequence specific oligonucleotide hybridization combined with high resolution SSP PCR as gold standard. In addition to these PCR based methods, a complementary approach was developed using flow cytometry with an HLA-B17 specific monoclonal antibody as a pre-screening assay to diminish the number of samples for genetic testing. All three assays had a maximum sensitivity of >99. However, differences in specificity were recorded, i.e. 84.3%, 97.2% and >99% for flow cytometry, qPCR and SSP PCR CE respectively. Our data indicate that the most specific and sensitive of the compared methods is the SSP PCR CE. Flow cytometry pre-screening can substantially decrease the number of genetic tests for HLA-B*57:01 typing in a clinical setting.
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Affiliation(s)
| | - Jan Philippé
- Ghent University, Department of Clinical Chemistry, Microbiology and Immunology, Ghent, Belgium
| | - Karen Vervisch
- Ghent University, Department of Internal Medicine, Ghent, Belgium
| | - Chris Verhofstede
- Ghent University, Department of Clinical Chemistry, Microbiology and Immunology, Ghent, Belgium
| | - Eva Malatinkova
- Ghent University, Department of Internal Medicine, Ghent, Belgium
| | - Maja Kiselinova
- Ghent University, Department of Internal Medicine, Ghent, Belgium
| | - Wim Trypsteen
- Ghent University, Department of Internal Medicine, Ghent, Belgium
| | | | - Dirk Vogelaers
- Ghent University, Department of Internal Medicine, Ghent, Belgium
| | - Steven Callens
- Ghent University, Department of Internal Medicine, Ghent, Belgium
| | - Jean Ruelle
- Université Catholique de Louvain, IREC, AIDS Reference Laboratory, Brussels, Belgium
| | - Kabamba Kabeya
- Saint-Pierre University Hospital, Department of Infectious Diseases, Bruxelles, Belgium
| | - Stephane De Wit
- Saint-Pierre University Hospital, Department of Infectious Diseases, Bruxelles, Belgium
| | - Petra Van Acker
- Ghent University, Center for Medical Genetics, Ghent, Belgium
| | - Vicky Van Sandt
- HILA, Laboratory for Histocompatibility & Immunogenetics Red Cross Flanders, Mechelen, Belgium
| | - Marie-Paule Emonds
- HILA, Laboratory for Histocompatibility & Immunogenetics Red Cross Flanders, Mechelen, Belgium
| | - Paul Coucke
- Ghent University, Center for Medical Genetics, Ghent, Belgium
| | - Erica Sermijn
- Ghent University, Department of Internal Medicine, Ghent, Belgium
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Weidemaier K, Carrino J, Curry A, Connor JH, Liebmann-Vinson A. Advancing rapid point-of-care viral diagnostics to a clinical setting. Future Virol 2015. [DOI: 10.2217/fvl.14.117] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
ABSTRACT We discuss here critical factors in ensuring the success of a viral diagnostic at the point of care. Molecular and immunoassay approaches are reviewed with a focus on their ability to meet the infrastructure and workflow limitations in clinical settings in both the developed and developing world. In addition to being low cost, easy-to-use, accurate and adapted for the intended laboratory and healthcare environment, viral diagnostics must also provide information that appropriately directs clinical treatment decisions. We discuss the challenges and implications of linking diagnostics to clinical decision-making at the point of care using three examples: respiratory viruses in the developed world, differential fever diagnosis in the developing world and HPV detection in resource-limited settings.
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Affiliation(s)
- Kristin Weidemaier
- Diagnostic Sciences Department, BD Technologies, 21 Davis Drive, Research Triangle Park, NC 27709, USA
| | - John Carrino
- BD Diagnostics, 10865 Road to the Cure, Suite 200, San Diego, CA 92121, USA
| | - Adam Curry
- Diagnostic Sciences Department, BD Technologies, 21 Davis Drive, Research Triangle Park, NC 27709, USA
| | - John H Connor
- Department of Microbiology, Boston University School of Medicine, 620 Albany Street, Boston, MA 02118, USA
| | - Andrea Liebmann-Vinson
- Diagnostic Sciences Department, BD Technologies, 21 Davis Drive, Research Triangle Park, NC 27709, USA
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36
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Emerging antiretroviral drug resistance in sub-Saharan Africa: novel affordable technologies are needed to provide resistance testing for individual and public health benefits. AIDS 2014; 28:2643-8. [PMID: 25493592 DOI: 10.1097/qad.0000000000000502] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Ford N, Meintjes G, Pozniak A, Bygrave H, Hill A, Peter T, Davies MA, Grinsztejn B, Calmy A, Kumarasamy N, Phanuphak P, deBeaudrap P, Vitoria M, Doherty M, Stevens W, Siberry GK. The future role of CD4 cell count for monitoring antiretroviral therapy. THE LANCET. INFECTIOUS DISEASES 2014; 15:241-7. [PMID: 25467647 DOI: 10.1016/s1473-3099(14)70896-5] [Citation(s) in RCA: 102] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
For more than two decades, CD4 cell count measurements have been central to understanding HIV disease progression, making important clinical decisions, and monitoring the response to antiretroviral therapy (ART). In well resourced settings, the monitoring of patients on ART has been supported by routine virological monitoring. Viral load monitoring was recommended by WHO in 2013 guidelines as the preferred way to monitor people on ART, and efforts are underway to scale up access in resource-limited settings. Recent studies suggest that in situations where viral load is available and patients are virologically suppressed, long-term CD4 monitoring adds little value and stopping CD4 monitoring will have major cost savings. CD4 cell counts will continue to play an important part in initial decisions around ART initiation and clinical management, particularly for patients presenting late to care, and for treatment monitoring where viral load monitoring is restricted. However, in settings where both CD4 cell counts and viral load testing are routinely available, countries should consider reducing the frequency of CD4 cell counts or not doing routine CD4 monitoring for patients who are stable on ART.
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Affiliation(s)
- Nathan Ford
- Department of HIV/AIDS, World Health Organization, Geneva, Switzerland; Centre for Infectious Disease Epidemiology and Research, University of Cape Town, Cape Town, South Africa.
| | - Graeme Meintjes
- Clinical Infectious Diseases Research Initiative, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
| | | | - Helen Bygrave
- Southern Africa Medical Unit, Médecins Sans Frontières, Cape Town, South Africa
| | - Andrew Hill
- Department of Pharmacology and Therapeutics, Liverpool University, UK
| | - Trevor Peter
- Clinton Health Access Initiative, Boston, MA, USA
| | - Mary-Ann Davies
- Centre for Infectious Disease Epidemiology and Research, University of Cape Town, Cape Town, South Africa
| | | | - Alexandra Calmy
- HIV/AIDS Unit, Infectious Disease Service, Geneva University Hospital, Geneva, Switzerland
| | - N Kumarasamy
- YRG Centre for AIDS Research and Education, Chennai, India
| | | | - Pierre deBeaudrap
- Institut de Recherche pour le Développement (IRD), Montpellier, France
| | - Marco Vitoria
- Department of HIV/AIDS, World Health Organization, Geneva, Switzerland
| | - Meg Doherty
- Department of HIV/AIDS, World Health Organization, Geneva, Switzerland
| | - Wendy Stevens
- Department of Molecular Medicine and Haematology, University of the Witwatersrand and National health Laboratory Services, Johannesburg, South Africa
| | - George K Siberry
- Maternal and Pediatric Infectious Disease Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, NIH, Bethesda, MD, Rockville, USA
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WHO multicenter evaluation of FACSCount CD4 and Pima CD4 T-cell count systems: instrument performance and misclassification of HIV-infected patients. J Acquir Immune Defic Syndr 2014; 66:e98-107. [PMID: 24853304 PMCID: PMC4149645 DOI: 10.1097/qai.0000000000000214] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND CD4⁺ T-cell counts are used to screen and follow-up HIV-infected patients during treatment. As part of the World Health Organization prequalification program of diagnostics, we conducted an independent multicenter evaluation of the FACSCount CD4 and the Pima CD4, using the FACSCalibur as reference method. METHODS A total of 440 paired capillary and venous blood samples were collected from HIV-infected patients attending the HIV outpatient clinic in Antwerp, Belgium, and the HIV care and treatment center in Dar es Salam, Tanzania. Capillary blood was run on Pima analyzer, whereas venous blood was analyzed on FACSCount, Pima, and FACSCalibur instruments. Precision and agreement between methods were assessed. RESULTS The FACSCount CD4 results were in agreement with the FACSCalibur results with relative bias of 0.4% and 3.1% on absolute CD4 counts and an absolute bias of -0.6% and -1.1% on CD4% in Antwerp and Dar es Salam, respectively. The Pima CD4 results were in agreement with the FACSCalibur results with relative bias of -4.1% and -9.4% using venous blood and of -9.5% and -0.9% using capillary blood in Antwerp and Dar es Salam, respectively. At the threshold of 350 cells per microliter, the FACSCount CD4 and Pima CD4 using venous and capillary blood misclassified 7%, 9%, and 13% of patients, respectively. CONCLUSIONS The FACSCount CD4 provides reliable CD4 counts and CD4% and is suitable for monitoring adult and pediatric HIV patients in moderate-volume settings. The Pima CD4 is more suitable for screening eligible adult HIV patients for antiretroviral treatment initiation in low-volume laboratories.
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39
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The challenge of paediatric efavirenz dosing: implications and way forward for the sub-Saharan Africa. AIDS 2014; 28:1855-7. [PMID: 25259700 DOI: 10.1097/qad.0000000000000372] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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HIV multi-drug resistance at first-line antiretroviral failure and subsequent virological response in Asia. J Int AIDS Soc 2014; 17:19053. [PMID: 25141905 PMCID: PMC4139921 DOI: 10.7448/ias.17.1.19053] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2014] [Revised: 06/01/2014] [Accepted: 06/20/2014] [Indexed: 11/08/2022] Open
Abstract
Introduction First-line antiretroviral therapy (ART) failure often results from the development of resistance-associated mutations (RAMs). Three patterns, including thymidine analogue mutations (TAMs), 69 Insertion (69Ins) and the Q151M complex, are associated with resistance to multiple-nucleoside reverse transcriptase inhibitors (NRTIs) and may compromise treatment options for second-line ART. Methods We investigated patterns and factors associated with multi-NRTI RAMs at first-line failure in patients from The TREAT Asia Studies to Evaluate Resistance – Monitoring study (TASER-M), and evaluated their impact on virological responses at 12 months after switching to second-line ART. RAMs were compared with the IAS-USA 2013 mutations list. We defined multi-NRTI RAMs as the presence of either Q151M; 69Ins; ≥2 TAMs; or M184V+≥1 TAM. Virological suppression was defined as viral load (VL) <400 copies/ml at 12 months from switch to second-line. Logistic regression was used to analyze (1) factors associated with multi-NRTI RAMs at first-line failure and (2) factors associated with virological suppression after 12 months on second-line. Results A total of 105 patients from 10 sites in Thailand, Hong Kong, Indonesia, Malaysia and Philippines were included. There were 97/105 (92%) patients harbouring ≥1 RAMs at first-line failure, 39/105 with multi-NRTI RAMs: six with Q151M; 24 with ≥2 TAMs; and 32 with M184V+≥1 TAM. Factors associated with multi-NRTI RAMs were CD4 ≤200 cells/µL at genotyping (OR=4.43, 95% CI [1.59–12.37], p=0.004) and ART duration >2 years (OR=6.25, 95% CI [2.39–16.36], p<0.001). Among 87/105 patients with available VL at 12 months after switch to second-line ART, virological suppression was achieved in 85%. The median genotypic susceptibility score (GSS) for the second-line regimen was 2.00. Patients with ART adherence ≥95% were more likely to be virologically suppressed (OR=9.33, 95% CI (2.43–35.81), p=0.001). Measures of patient resistance to second-line ART, including the GSS, were not significantly associated with virological outcome. Conclusions Multi-NRTI RAMs at first-line failure were associated with low CD4 level and longer duration of ART. With many patients switching to highly susceptible regimens, good adherence was still crucial in achieving virological response. This emphasizes the importance of continued adherence counselling well into second-line therapy.
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Sturt A, Troy SB. Overcoming the barriers to timely antiretroviral initiation in HIV-infected infants. J Trop Pediatr 2014; 60:267-9. [PMID: 25085461 DOI: 10.1093/tropej/fmu044] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Affiliation(s)
- Amy Sturt
- Santa Clara Valley Medical Center, San Jose, CA, USA and Stanford University Medical Center, Stanford, CA, USA E-mail:
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El Bouzidi K, Grant P, Edwards S, Benn P, Pillay D, Waters L, Nastouli E. Pooled Specimens for HIV RNA Monitoring: Cheaper, but Is It Reliable? Clin Infect Dis 2014; 59:1346-7. [DOI: 10.1093/cid/ciu562] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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Wynberg E, Cooke G, Shroufi A, Reid SD, Ford N. Impact of point-of-care CD4 testing on linkage to HIV care: a systematic review. J Int AIDS Soc 2014; 17:18809. [PMID: 24447595 PMCID: PMC3898050 DOI: 10.7448/ias.17.1.18809] [Citation(s) in RCA: 94] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2013] [Revised: 12/04/2013] [Accepted: 12/19/2013] [Indexed: 12/22/2022] Open
Abstract
INTRODUCTION Point-of-care testing for CD4 cell count is considered a promising way of reducing the time to eligibility assessment for antiretroviral therapy (ART) and of increasing retention in care prior to treatment initiation. In this review, we assess the available evidence on the patient and programme impact of point-of-care CD4 testing. METHODS We searched nine databases and two conference sites (up until 26 October 2013) for studies reporting patient and programme outcomes following the introduction of point-of-care CD4 testing. Where appropriate, results were pooled using random-effects methods. RESULTS Fifteen studies, mainly from sub-Saharan Africa, were included for review, providing evidence for adults, adolescents, children and pregnant women. Compared to conventional laboratory-based testing, point-of-care CD4 testing increased the likelihood of having CD4 measured [odds ratio (OR) 4.1, 95% CI 3.5-4.9, n=2] and receiving a CD4 result (OR 2.8, 95% CI 1.5-5.6, n=6). Time to being tested was significantly reduced, by a median of nine days; time from CD4 testing to receiving the result was reduced by as much as 17 days. Evidence for increased treatment initiation was mixed. DISCUSSION The results of this review suggest that point-of-care CD4 testing can increase retention in care prior to starting treatment and can also reduce time to eligibility assessment, which may result in more eligible patients being initiated on ART.
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Affiliation(s)
- Elke Wynberg
- Department of Infectious Diseases, Faculty of Medicine, Imperial College London, South Kensington, London, UK
| | - Graham Cooke
- Department of Infectious Diseases, Faculty of Medicine, Imperial College London, South Kensington, London, UK
| | - Amir Shroufi
- Médecins Sans Frontières, Cape Town, South Africa
| | - Steven D Reid
- Department of Infectious Diseases, Faculty of Medicine, Imperial College London, South Kensington, London, UK
| | - Nathan Ford
- HIV/AIDS Department, World Health Organization, Geneva, Switzerland;
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