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Conroy AA, McKenna S, Ruark A, Neilands TB, Spinelli M, Gandhi M. Relationship Dynamics are Associated with Self-Reported Adherence but not an Objective Adherence Measure in Malawi. AIDS Behav 2022; 26:3551-3562. [PMID: 35507094 DOI: 10.1007/s10461-022-03636-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/18/2022] [Indexed: 12/01/2022]
Abstract
Couple relationships can be leveraged to improve adherence to antiretroviral therapy (ART), but few studies have identified relationship factors to target in interventions in sub-Saharan Africa. We conducted a cross-sectional study with 211 couples in southern Malawi with at least one partner on ART to test for associations between ART adherence and relationship dynamics (intimacy, trust, relationship satisfaction, unity, commitment, and partner support). We measured ART adherence through subjective measures (patient and partner reports) and an objective measure (ART drug levels in hair) and hypothesized that more positive relationship dynamics (e.g., higher intimacy) would be associated with better adherence. Multi-level logistic and linear regression models were used to evaluate study hypotheses, controlling for the clustering of individuals within couples. High levels of adherence were found by all three measures. Unity, satisfaction, and partner support were associated with higher patient and partner reports of adherence, and additional relationship dynamics (intimacy, trust) were associated with higher partner reported adherence. No associations were found between relationship dynamics and drug levels in hair, although drug levels were high overall. Future studies should perform longitudinal assessments of relationship dynamics and objective metrics of adherence, and examine these associations in populations with lower adherence levels such as young women or individuals starting ART.
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Affiliation(s)
- Amy A Conroy
- Division of Prevention Sciences, Department of Medicine, Center for AIDS Prevention Studies, University of California San Francisco, San Francisco, CA, USA.
- Center for AIDS Prevention Studies, University of California San Francisco, 550 16th Street, 3rd Floor, San Francisco, CA, USA.
| | | | - Allison Ruark
- Department of Applied Health Sciences, Wheaton College, Wheaton, IL, USA
| | - Torsten B Neilands
- Division of Prevention Sciences, Department of Medicine, Center for AIDS Prevention Studies, University of California San Francisco, San Francisco, CA, USA
| | - Matthew Spinelli
- Division of HIV, Infectious Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Monica Gandhi
- Division of HIV, Infectious Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
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Wu Y, Chu L, Yang H, Wang W, Zhang Q, Yang J, Qiao S, Li X, Shen Z, Zhou Y, Liu S, Deng H. Simultaneous Determination of 6 Antiretroviral Drugs in Human Hair Using an LC-ESI+-MS/MS Method: Application to Adherence Assessment. Ther Drug Monit 2021; 43:756-765. [PMID: 33587427 PMCID: PMC8355263 DOI: 10.1097/ftd.0000000000000878] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/28/2020] [Indexed: 12/15/2022]
Abstract
BACKGROUND The determination of antiretroviral drugs in hair is receiving considerable research interest to assess long-term adherence to antiretroviral therapy (ART). Currently in China, lamivudine, zidovudine, nevirapine, efavirenz, ritonavir, and lopinavir are combined as first-line and second-line free therapy regimens and are recommended for people living with HIV (PLWH). Simultaneous determination of the 6 antiretroviral drugs in human hair is important for accurately and widely assessing long-term adherence in Chinese PLWH receiving different ART regimens. METHODS Six drugs were extracted from 10-mg hair samples incubated in methanol for 16 hours at 37°C and then analyzed by liquid chromatography with tandem mass spectrometry using a mobile phase of 95% methanol, with an electrospray ionization source in multiple reaction monitoring and positive mode. RESULTS The LC-ESI+-MS/MS method exhibited a linear range (R2 > 0.99) within 6-5000, 10-5000, 6-50,000, 12-50,000, 8-5000, and 8-12,500 pg/mg for lamivudine, zidovudine, nevirapine, efavirenz, ritonavir, and lopinavir. For all 6 drugs, the limits of quantification ranged between 6 and 12 pg/mg. The intraday and interday coefficients of variation were within 15%, and the recoveries ranged from 91.1% to 113.7%. Furthermore, the other validation parameters (ie, selectivity, matrix effect, stability, and carryover) met the acceptance criteria stipulated by guidelines of the US Food and Drug Administration and European Medicines Agency. Significant intergroup differences were observed between high-adherence and low-adherence groups, with high intercorrelations in the hair content of the 6 drugs. CONCLUSIONS The developed method demonstrated good reliability, to comprehensively and accurately assess adherence in PLWH receiving different ART regimens.
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Affiliation(s)
- Yan Wu
- Department of Brain and Learning Science, School of Biological Science and Medical Engineering, Southeast University
- Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education
- Institute of Child Development and Education, Research Center for Learning Science, Southeast University, Nanjing, China
| | - Liuxi Chu
- Department of Brain and Learning Science, School of Biological Science and Medical Engineering, Southeast University
- Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education
- Institute of Child Development and Education, Research Center for Learning Science, Southeast University, Nanjing, China
| | - Haoran Yang
- Department of Brain and Learning Science, School of Biological Science and Medical Engineering, Southeast University
- Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education
- Institute of Child Development and Education, Research Center for Learning Science, Southeast University, Nanjing, China
| | - Wei Wang
- Department of Brain and Learning Science, School of Biological Science and Medical Engineering, Southeast University
- Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education
- Institute of Child Development and Education, Research Center for Learning Science, Southeast University, Nanjing, China
| | - Quan Zhang
- Department of Health Promotion, Education and Behavior, South Carolina SmartState Center for Healthcare Quality (CHQ), Arnold School of Public Health, University of South Carolina, Columbia, South Carolina
- Institute of Applied Psychology and School of Public Administration, Hohai University
| | - Jin Yang
- Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education
- Institute of Child Development and Education, Research Center for Learning Science, Southeast University, Nanjing, China
- Department of Preventive Medicine, School of Public Health, Southeast University, Nanjing; and
| | - Shan Qiao
- Department of Health Promotion, Education and Behavior, South Carolina SmartState Center for Healthcare Quality (CHQ), Arnold School of Public Health, University of South Carolina, Columbia, South Carolina
| | - Xiaoming Li
- Department of Health Promotion, Education and Behavior, South Carolina SmartState Center for Healthcare Quality (CHQ), Arnold School of Public Health, University of South Carolina, Columbia, South Carolina
| | - Zhiyong Shen
- Unit of AIDS Prevention and Control, Guangxi Center for Disease Control and Prevention, Nanning, China
| | - Yuejiao Zhou
- Unit of AIDS Prevention and Control, Guangxi Center for Disease Control and Prevention, Nanning, China
| | - Shuaifeng Liu
- Unit of AIDS Prevention and Control, Guangxi Center for Disease Control and Prevention, Nanning, China
| | - Huihua Deng
- Department of Brain and Learning Science, School of Biological Science and Medical Engineering, Southeast University
- Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education
- Institute of Child Development and Education, Research Center for Learning Science, Southeast University, Nanjing, China
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Okochi H, Louie A, Phung N, Zhang K, Tallerico RM, Kuncze K, Spinelli MA, Koss CA, Benet LZ, Gandhi M. Tenofovir and emtricitabine concentrations in hair are comparable between individuals on tenofovir disoproxil fumarate versus tenofovir alafenamide-based ART. Drug Test Anal 2021; 13:1354-1370. [PMID: 33742745 PMCID: PMC9131373 DOI: 10.1002/dta.3033] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 03/12/2021] [Accepted: 03/16/2021] [Indexed: 12/15/2022]
Abstract
Tenofovir disoproxil fumarate (TDF) in combination with emtricitabine (FTC) is the backbone for both human immunodeficiency virus (HIV) treatment and pre-exposure prophylaxis (PrEP) worldwide. Tenofovir alafenamide (TAF) with FTC is increasingly used in HIV treatment and was recently approved for PrEP among men-who-have-sex-with-men. TDF and TAF are both metabolized into tenofovir (TFV). Antiretrovirals in plasma are taken up into hair over time, with hair levels providing a long-term measure of adherence. Here, we report a simple, robust, highly sensitive, and validated high-performance liquid chromatography coupled with tandem mass spectrometry (LC/MS/MS)-based analytical method for analyzing TFV and FTC from individuals on either TDF/FTC or TAF/FTC in small hair samples. TFV/FTC are extracted from ~5 mg hair and separated on a column using a gradient elution. The lower quantification limits are 0.00200 (TFV) and 0.0200 (FTC) ng/mg hair; the assay is linear up to 0.400 (TFV) and 4.00 (FTC) ng/mg hair. The intra-day and inter-day coefficients of variance (CVs) are 5.39-12.6% and 6.40-13.5% for TFV and 0.571-2.45% and 2.45-5.16% for FTC. TFV concentrations from participants on TDF/FTC-based regimens with undetectable plasma HIV RNA were 0.0525 ± 0.0295 ng/mg, whereas those from individuals on TAF/FTC-based regimens were 0.0426 ± 0.0246 ng/mg. Despite the dose of TFV in TDF being 10 times that of TAF, hair concentrations of TFV were not significantly different for those on TDF versus TAF regimens. Pharmacological enhancers (ritonavir and cobicistat) did not boost TFV concentrations in hair. In summary, we developed and validated a sensitive analytical method to analyze TFV and FTC in hair and found that hair concentrations of TFV were essentially equivalent among those on TDF and TAF.
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Affiliation(s)
- Hideaki Okochi
- Division of HIV, Infection Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, USA
- UCSF-Hair Analytical Laboratory, University of California San Francisco, San Francisco, California, USA
| | - Alexander Louie
- Division of HIV, Infection Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, USA
- UCSF-Hair Analytical Laboratory, University of California San Francisco, San Francisco, California, USA
| | - Nhi Phung
- Division of HIV, Infection Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, USA
- UCSF-Hair Analytical Laboratory, University of California San Francisco, San Francisco, California, USA
| | - Kevin Zhang
- Division of HIV, Infection Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, USA
- UCSF-Hair Analytical Laboratory, University of California San Francisco, San Francisco, California, USA
| | - Regina M. Tallerico
- Division of HIV, Infection Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, USA
- UCSF-Hair Analytical Laboratory, University of California San Francisco, San Francisco, California, USA
| | - Karen Kuncze
- Division of HIV, Infection Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, USA
- UCSF-Hair Analytical Laboratory, University of California San Francisco, San Francisco, California, USA
| | - Matthew A. Spinelli
- Division of HIV, Infection Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, USA
| | - Catherine A. Koss
- Division of HIV, Infection Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, USA
| | - Leslie Z. Benet
- UCSF-Hair Analytical Laboratory, University of California San Francisco, San Francisco, California, USA
- Department of Bioengineering and Therapeutic Sciences, Schools of Pharmacy and Medicine, University of California San Francisco, San Francisco, California, USA
| | - Monica Gandhi
- Division of HIV, Infection Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, USA
- UCSF-Hair Analytical Laboratory, University of California San Francisco, San Francisco, California, USA
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Yang H, Chu L, Wu Y, Wang W, Yang J, Zhang Q, Qiao S, Li X, Shen Z, Zhou Y, Liu S, Deng H. LC-MS/MS Quantification of Nevirapine and Its Metabolites in Hair for Assessing Long-Term Adherence. Molecules 2020; 25:molecules25235692. [PMID: 33276689 PMCID: PMC7730356 DOI: 10.3390/molecules25235692] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Revised: 11/26/2020] [Accepted: 12/01/2020] [Indexed: 01/16/2023] Open
Abstract
The adherence assessment based on the combination of nevirapine (NVP) and its two metabolites (2-hydroxynevirapine and 3-hydroxynevirapine) would more comprehensively and accurately reflect long-term adherence than that of a single prototype. This study aimed to develop a specific, sensitive and selective method for simultaneous detection of the three compounds in hair and explore whether there was consistency among the three compounds in assessing long-term adherence. Furthermore, 75 HIV-positive patients who were taking the NVP drug were randomly recruited and divided into two groups (high-and low-adherence group). All participants self-reported their days of oral drug administration per month and provided their hair strands closest to the scalp at the region of posterior vertex. The concentrations of three compounds in the hair were determined using a developed LC-MS/MS method in multiple reaction monitoring. This method showed good performances in limit of quantification and accuracy with the recoveries from 85 to 115% and in precision with the intra-day and inter-day coefficients of variation within 15% for the three compounds. The population analysis revealed that patients with high-adherence showed significantly higher concentrations than those with low-adherence for all three compounds. There were significantly moderate correlations of nevirapine with 2-hydroxynevirapine and 3-hydroxynevirapin and high correlation between 2-hydroxynevirapine and 3-hydroxynevirapin. The two NVP’s metabolites showed high consistency with NVP in evaluating long-term adherence.
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Affiliation(s)
- Haoran Yang
- Key Laboratory of Child Development and Learning Science, Ministry of Education, Southeast University, Nanjing 210096, China; (H.Y.); (L.C.); (Y.W.); (W.W.); (J.Y.)
- Department of Brain and Learning Science, School of Biological Sciences & Medical Engineering, Southeast University, Nanjing 210096, China
- Institute of Child Development and Education, Research Center of Learning Science, Southeast University, Nanjing 210096, China
| | - Liuxi Chu
- Key Laboratory of Child Development and Learning Science, Ministry of Education, Southeast University, Nanjing 210096, China; (H.Y.); (L.C.); (Y.W.); (W.W.); (J.Y.)
- Department of Brain and Learning Science, School of Biological Sciences & Medical Engineering, Southeast University, Nanjing 210096, China
- Institute of Child Development and Education, Research Center of Learning Science, Southeast University, Nanjing 210096, China
| | - Yan Wu
- Key Laboratory of Child Development and Learning Science, Ministry of Education, Southeast University, Nanjing 210096, China; (H.Y.); (L.C.); (Y.W.); (W.W.); (J.Y.)
- Department of Brain and Learning Science, School of Biological Sciences & Medical Engineering, Southeast University, Nanjing 210096, China
- Institute of Child Development and Education, Research Center of Learning Science, Southeast University, Nanjing 210096, China
| | - Wei Wang
- Key Laboratory of Child Development and Learning Science, Ministry of Education, Southeast University, Nanjing 210096, China; (H.Y.); (L.C.); (Y.W.); (W.W.); (J.Y.)
- Department of Brain and Learning Science, School of Biological Sciences & Medical Engineering, Southeast University, Nanjing 210096, China
- Institute of Child Development and Education, Research Center of Learning Science, Southeast University, Nanjing 210096, China
| | - Jin Yang
- Key Laboratory of Child Development and Learning Science, Ministry of Education, Southeast University, Nanjing 210096, China; (H.Y.); (L.C.); (Y.W.); (W.W.); (J.Y.)
- Institute of Child Development and Education, Research Center of Learning Science, Southeast University, Nanjing 210096, China
- School of Public Health, Southeast University, Nanjing 210009, China
| | - Quan Zhang
- Department of Health Promotion, Education and Behavior, South Carolina Smart State Center for Healthcare Quality (CHQ), University of South Carolina, Columbia, SC 29208, USA; (Q.Z.); (S.Q.); (X.L.)
- Institute of Applied Psychology and School of Public Administration, Hohai University, Nanjing 211100, China
| | - Shan Qiao
- Department of Health Promotion, Education and Behavior, South Carolina Smart State Center for Healthcare Quality (CHQ), University of South Carolina, Columbia, SC 29208, USA; (Q.Z.); (S.Q.); (X.L.)
| | - Xiaoming Li
- Department of Health Promotion, Education and Behavior, South Carolina Smart State Center for Healthcare Quality (CHQ), University of South Carolina, Columbia, SC 29208, USA; (Q.Z.); (S.Q.); (X.L.)
| | - Zhiyong Shen
- Guangxi Center for Disease Control and Prevention, Nanning 530028, China; (Z.S.); (Y.Z.); (S.L.)
| | - Yuejiao Zhou
- Guangxi Center for Disease Control and Prevention, Nanning 530028, China; (Z.S.); (Y.Z.); (S.L.)
| | - Shuaifeng Liu
- Guangxi Center for Disease Control and Prevention, Nanning 530028, China; (Z.S.); (Y.Z.); (S.L.)
| | - Huihua Deng
- Key Laboratory of Child Development and Learning Science, Ministry of Education, Southeast University, Nanjing 210096, China; (H.Y.); (L.C.); (Y.W.); (W.W.); (J.Y.)
- Department of Brain and Learning Science, School of Biological Sciences & Medical Engineering, Southeast University, Nanjing 210096, China
- Institute of Child Development and Education, Research Center of Learning Science, Southeast University, Nanjing 210096, China
- Correspondence: ; Tel.: +86-25-8379-5664; Fax: +86-25-8379-3779
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Approaches to Objectively Measure Antiretroviral Medication Adherence and Drive Adherence Interventions. Curr HIV/AIDS Rep 2020; 17:301-314. [PMID: 32424549 PMCID: PMC7363551 DOI: 10.1007/s11904-020-00502-5] [Citation(s) in RCA: 89] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
PURPOSE OF REVIEW Traditional methods to assess antiretroviral adherence, such as self-report, pill counts, and pharmacy refill data, may be inaccurate in determining actual pill-taking to both antiretroviral therapy (ART) or pre-exposure prophylaxis (PrEP). HIV viral loads serve as surrogates of adherence on ART, but loss of virologic control may occur well after decreases in adherence and viral loads are not relevant to PrEP. RECENT FINDINGS Pharmacologic measures of adherence, electronic adherence monitors, and ingestible electronic pills all serve as more objective metrics of adherence, surpassing self-report in predicting outcomes. Pharmacologic metrics can identify either recent adherence or cumulative adherence. Recent dosing measures include antiretroviral levels in plasma or urine, as well as emtricitabine-triphosphate in dried blood spots (DBS) for those on tenofovir-emtricitabine-based therapy. A urine tenofovir test has recently been developed into a point-of-care test for bedside adherence monitoring. Cumulative adherence metrics assess adherence over weeks to months and include measurement of tenofovir-diphosphate in peripheral blood mononuclear cells or DBS, as well as ART levels in hair. Electronic adherence monitors and ingestible electronic pills can track pill bottle openings or medication ingestion, respectively. New and objective approaches in adherence monitoring can be used to detect nonadherence prior to loss of prevention efficacy or virologic control with PrEP or ART, respectively.
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Saberi P, Chakravarty D, Ming K, Legnitto D, Gandhi M, Johnson MO, Neilands TB. Moving Antiretroviral Adherence Assessments to the Modern Era: Correlations Among Three Novel Measures of Adherence. AIDS Behav 2020; 24:284-290. [PMID: 31758349 PMCID: PMC6996539 DOI: 10.1007/s10461-019-02744-w] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
There is no gold standard for estimating antiretroviral therapy (ART) adherence. Feasible, acceptable, and objective measures that are cost- and time-effective are needed. US adults (N = 93) on ART for ≥ 3 months, having access to a mobile phone and internet, and willing to mail in self-collected hair samples, were recruited into a pilot study of remote adherence data collection methods. We examined the correlation of self-reported adherence and three objective remotely collected adherence measures: text-messaged photographs of pharmacy refill dates for pharmacy-refill-based adherence, text-messaged photographs of pills for pill-count-based adherence, and assays of home-collected hair samples for pharmacologic-based adherence. All measures were positively correlated. The strongest correlation was between pill-count- and pharmacy-refill-based adherence (r = 0.68; p < 0.001), and the weakest correlation was between self-reported adherence and hair drug concentrations (r = 0.14, p = 0.34). The three measures provide objective adherence data, are easy to collect, and are viable candidates for future HIV treatment and prevention research.
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Nwogu JN, Babalola CP, Ngene SO, Taiwo BO, Berzins B, Gandhi M. Willingness to Donate Hair Samples for Research Among People Living with HIV/AIDS Attending a Tertiary Health Facility in Ibadan, Nigeria. AIDS Res Hum Retroviruses 2019; 35:642-648. [PMID: 31044607 PMCID: PMC6602105 DOI: 10.1089/aid.2018.0242] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
The use of hair samples in biomedical research is a rapidly growing field. High acceptability rates for hair collection have been demonstrated in multiple settings. Each setting may have unique issues and, to our knowledge, no previous study has assessed the acceptability of hair sampling for HIV-related research in Nigeria. This study aimed to assess the willingness to donate hair for research among people living with HIV (PLWH). A cross-sectional study was conducted among 381 PLWH in a tertiary institution in Southwest Nigeria, using convenience sampling. An interviewer-administered questionnaire was used to collect data from consenting participants, including a question on willingness to donate hair for research. The mean age of respondents was 42.1 ± 10.5 years and more than three-quarters of the respondents were females. Two hundred and eighty-eight (75.8%) respondents had at least a tertiary education. Only 51.4% of the respondents were willing to donate their hair for research. Possible sample diversion for rituals was the major (60.5%) reason cited for unwillingness to donate hair. In multivariate analysis, respondents with primary education or less exhibited a trend toward being more willing to donate hair than those with secondary education or more (p = .091). Muslims were 1.7 times more willing to donate hair than Christians even after adjusting for other demographic covariates (95% confidence interval: 1.11-2.72); p = .016. There is a moderate willingness to donate hair for research among our population of PLWH in Nigeria. These results underscore the importance of cultural sensitivity and community education when introducing innovative HIV research techniques to new settings.
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Affiliation(s)
- Jacinta N. Nwogu
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Ibadan, Ibadan, Nigeria
- Centre for Drug Discovery Development and Production, Faculty of Pharmacy, University of Ibadan, Ibadan, Nigeria
| | - Chinedum P. Babalola
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Ibadan, Ibadan, Nigeria
- Centre for Drug Discovery Development and Production, Faculty of Pharmacy, University of Ibadan, Ibadan, Nigeria
| | - Samuel O. Ngene
- Department of Epidemiology and Medical Statistics, Faculty of Public Health, University of Ibadan, Ibadan, Nigeria
| | - Babafemi O. Taiwo
- Division of Infectious Diseases and Center for Global Health, Northwestern University, Chicago, Illinois
| | - Baiba Berzins
- Division of Infectious Diseases and Center for Global Health, Northwestern University, Chicago, Illinois
| | - Monica Gandhi
- Division of HIV, Infectious Diseases, and Global Medicine, University of California, San Francisco, San Francisco, California
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Castillo-Mancilla JR, Haberer JE. Adherence Measurements in HIV: New Advancements in Pharmacologic Methods and Real-Time Monitoring. Curr HIV/AIDS Rep 2019; 15:49-59. [PMID: 29380227 DOI: 10.1007/s11904-018-0377-0] [Citation(s) in RCA: 88] [Impact Index Per Article: 17.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
PURPOSE OF REVIEW In this review, we present new developments in antiretroviral adherence, focusing on pharmacological measures and real-time adherence monitoring. In addition, new strategies on how to incorporate these new measures into research and clinical care are proposed. RECENT FINDINGS Antiretroviral drug concentrations in hair and dried blood spots are two novel pharmacological measures of cumulative drug adherence and exposure that have been recently evaluated in HIV treatment and pre-exposure prophylaxis. Real-time adherence monitoring using electronic devices has also proven highly informative, feasible, and well accepted, offering the possibility for an immediate intervention when non-adherence is detected. Both approaches offer considerable advantages over traditional adherence measures in predicting efficacy. New methods to objectively monitor adherence in real-time and over long time periods have been developed. Further research is required to better understand how these measures can optimize adherence and, ultimately, improve clinical outcomes in HIV treatment and prevention.
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Affiliation(s)
- Jose R Castillo-Mancilla
- Division of Infectious Diseases, Department of Medicine, University of Colorado Anschutz Medical Campus, Medicine/Infectious Diseases, 12700 E 19th Ave., B168, Aurora, CO, 80045, USA.
| | - Jessica E Haberer
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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Simultaneous quantitation of zidovudine, efavirenz, lopinavir and ritonavir in human hair by liquid chromatography-atmospheric pressure chemical ionization-tandem mass spectrometry. J Chromatogr B Analyt Technol Biomed Life Sci 2018; 1097-1098:54-63. [DOI: 10.1016/j.jchromb.2018.08.031] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2018] [Revised: 08/24/2018] [Accepted: 08/27/2018] [Indexed: 12/27/2022]
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Johnston J, Orrell C, Smith P, Joubert A, Wiesner L. A validated liquid chromatography/tandem mass spectrometry method for the analysis of efavirenz in 0.2 mg hair samples from human immunodeficiency virus infected patients. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2018; 32:657-664. [PMID: 29421849 PMCID: PMC5882196 DOI: 10.1002/rcm.8077] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Revised: 01/30/2018] [Accepted: 01/30/2018] [Indexed: 06/08/2023]
Abstract
RATIONALE Drug levels in hair provide a longer window of detection, compared to plasma drug levels, and therefore hair analysis has the advantage of assessing adherence over a longer period of time. No methods for the analysis of antiretroviral drugs in hair currently exist in South Africa, and worldwide there is only one validated method for the determination of efavirenz in hair that has been published. METHODS Efavirenz was extracted from 0.2 mg of hair through a simultaneous pulverization and extraction step. Separation was achieved on an Agilent Poroshell C18 column using an isocratic elution with a total run time of 3 min. A triple quadrupole mass spectrometer set to electrospray ionization in positive multiple reaction monitoring mode was used for detection. The method was validated over the concentration range 0.625-40 ng/mg. RESULTS Using ten times less hair than in a previously published method, the lower limit of quantitation was validated at 0.625 ng/mg. The interday and intraday assay precision, expressed as the percentage coefficient of variation (CV), for spiked calibration standards and quality control samples was lower than 7% and accuracy ranged from 97 to 110%. For quality controls prepared from authentic hair the CV was less than 12%. The extraction efficiency for authentic quality control samples was determined to be 83% after repeated extractions of the same samples. CONCLUSIONS This paper reports the first quantitative method for the determination of efavirenz in hair to be developed in South Africa. The validated method allowed for the successful monitoring of efavirenz in hair collected from HIV-infected patients as part of a clinical study.
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Affiliation(s)
- Jenna Johnston
- Division of Clinical Pharmacology, University of Cape Town, Cape Town, South Africa
| | - Catherine Orrell
- Desmond Tutu HIV Centre, Institute of Infectious Disease and Molecular Medicine and Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Peter Smith
- Division of Clinical Pharmacology, University of Cape Town, Cape Town, South Africa
| | - Anton Joubert
- Division of Clinical Pharmacology, University of Cape Town, Cape Town, South Africa
| | - Lubbe Wiesner
- Division of Clinical Pharmacology, University of Cape Town, Cape Town, South Africa
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11
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Phung N, Kuncze K, Okochi H, Louie A, Benet LZ, Ofokotun I, Haas DW, Currier JS, Chawana TD, Sheth AN, Bacchetti P, Gandhi M, Horng H. Development and validation of an assay to analyze atazanavir in human hair via liquid chromatography/tandem mass spectrometry. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2018; 32:431-441. [PMID: 29315954 PMCID: PMC5848502 DOI: 10.1002/rcm.8058] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/04/2017] [Revised: 12/24/2017] [Accepted: 01/01/2018] [Indexed: 06/07/2023]
Abstract
RATIONALE Assays to quantify antiretrovirals in hair samples are increasingly used to monitor adherence and exposure in both HIV prevention and treatment studies. Atazanavir (ATV) is a protease inhibitor used in combination antiretroviral therapy (ART). We developed and validated a liquid chromatography/tandem mass spectrometry (LC/MS/MS)-based method to quantify ATV in human hair, per the NIH Division of AIDS Clinical Pharmacology Quality Assurance (CPQA) program and the FDA bioanalytical method validation guidelines. METHODS ATV was extracted from hair using optimized methods and the extracts were injected onto a BDS C-18 column (5 μm, 4.6 × 100 mm), followed by isocratic elution via a mobile phase composed of 55% acetonitrile, 45% water, 0.15% acetic acid, and 4 mM ammonium acetate, at a flow rate of 0.8 mL/min prior to analysis by MS/MS. Levels were quantified using positive electrospray ionization by multiple reaction monitoring (MRM) for the transitions MH+ m/z 705.3 to m/z 168.0 and MH+ m/z 710.2 to m/z 168.0 for ATV and ATV-d5 (internal standard), respectively. RESULTS Our assay demonstrated a linear standard curve (r = 0.99) over the concentration range of 0.0500 ng ATV/mg hair to 20.0 ng/mg hair. The inter- and intraday accuracy of ATV quality control (QC) samples was -1.33 to 4.00% and precision (% coefficient of variation (%CV)) was 1.75 to 6.31%. The %CV for ATV levels in hair samples from highly adherent patients (incurred samples) was less than 10%. No significant endogenous peaks or crosstalk were observed in the specificity test with other HIV drugs. The overall extraction efficiency of ATV from incurred hair samples was greater than 95%. CONCLUSIONS This highly sensitive, highly specific and validated assay can be considered for therapeutic drug monitoring for HIV-infected patients on ATV-based ART.
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Affiliation(s)
- Nhi Phung
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine, University of California, San Francisco, San Francisco, CA, 94143, USA
| | - Karen Kuncze
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine, University of California, San Francisco, San Francisco, CA, 94143, USA
| | - Hideaki Okochi
- Department of Bioengineering and Therapeutic Sciences and Department of Medicine, University of California, San Francisco, San Francisco, CA, 94143, USA
| | - Alexander Louie
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine, University of California, San Francisco, San Francisco, CA, 94143, USA
| | - Leslie Z Benet
- Department of Bioengineering and Therapeutic Sciences and Department of Medicine, University of California, San Francisco, San Francisco, CA, 94143, USA
| | - Igho Ofokotun
- Division of Infectious Diseases, Department of Medicine, Emory University, Atlanta, Georgia GA, USA; and Grady Healthcare System, Atlanta, Georgia GA, USA
| | - David W Haas
- Division of Infectious Diseases, Department of Medicine, Vanderbilt School of Medicine and Department of Internal Medicine, Meharry Medical College, Nashville, TN, USA
| | - Judith S Currier
- Division of Infectious Diseases, Department of Medicine, University of California, Los Angeles, CA, USA
| | - Tariro D Chawana
- Department of Clinical Pharmacology, University of Zimbabwe, Harare, Zimbabwe
| | - Anandi N Sheth
- Division of Infectious Diseases, Department of Medicine, Emory University, Atlanta, Georgia GA, USA; and Grady Healthcare System, Atlanta, Georgia GA, USA
| | - Peter Bacchetti
- Department of Epidemiology and Biostatistics, University of California, San Francisco (UCSF), San Francisco, CA, 94143, USA
| | - Monica Gandhi
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine, University of California, San Francisco, San Francisco, CA, 94143, USA
| | - Howard Horng
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine, University of California, San Francisco, San Francisco, CA, 94143, USA
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12
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Wu Y, Yang J, Duan C, Chu L, Chen S, Qiao S, Li X, Deng H. Simultaneous determination of antiretroviral drugs in human hair with liquid chromatography-electrospray ionization-tandem mass spectrometry. J Chromatogr B Analyt Technol Biomed Life Sci 2018; 1083:209-221. [PMID: 29550683 DOI: 10.1016/j.jchromb.2018.03.021] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Revised: 01/04/2018] [Accepted: 03/10/2018] [Indexed: 11/29/2022]
Abstract
The determination of the concentrations of antiretroviral drugs in hair is believed to be an important means for the assessment of the long-term adherence to highly active antiretroviral therapy. At present, the combination of tenofovir, lamivudine and nevirapine is widely used in China. However, there was no research reporting simultaneous determination of the three drugs in hair. The present study aimed to develop a sensitive method for simultaneous determination of the three drugs in 2-mg and 10-mg natural hair (Method 1 and Method 2). Hair samples were incubated in methanol at 37 °C for 16 h after being rinsed with methanol twice. The analysis was performed on high performance liquid chromatography tandem mass spectrometry with electronic spray ionization in positive mode and multiple reactions monitoring. Method 1 and Method 2 showed the limits of detection at 160 and 30 pg/mg for tenofovir, at 5 and 6 pg/mg for lamivudine and at 15 and 3 pg/mg for nevirapine. The two methods showed good linearity with the square of correlation coefficient >0.99 at the ranges of 416-5000 and 77-5000 pg/mg for tenofovir, 12-5000 and 15-5000 pg/mg for lamivudine and 39-50,000 and 6-50,000 pg/mg for nevirapine. They gave intra-day and inter-day coefficient of variation <15% and the recoveries ranging from 80.6 to 122.3% and from 83.1 to 114.4%. Method 2 showed LOD and LOQ better than Method 1 for tenofovir and nevirapine and matched Method 1 for lamivudine, but there was high consistency between them in the determination of the three drugs in hair. The population analysis with Method 2 revealed that the concentrations in hair were decreased with the distance of hair segment away from the scalp for the three antiretroviral drugs.
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Affiliation(s)
- Yan Wu
- Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education, and Institute of Child Development and Education, Southeast University, Nanjing 210096, China
| | - Jin Yang
- Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education, and Institute of Child Development and Education, Southeast University, Nanjing 210096, China; School of Public Health, Southeast University, Nanjing 210009, China
| | - Cailing Duan
- Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education, and Institute of Child Development and Education, Southeast University, Nanjing 210096, China
| | - Liuxi Chu
- Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education, and Institute of Child Development and Education, Southeast University, Nanjing 210096, China
| | - Shenghuo Chen
- Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education, and Institute of Child Development and Education, Southeast University, Nanjing 210096, China
| | - Shan Qiao
- Department of Health Promotion, Education and Behavior, South Carolina SmartState Center for Healthcare Quality (CHQ), Arnold School of Public Health, University of South Carolina, Columbia, SC 29208, USA
| | - Xiaoming Li
- Department of Health Promotion, Education and Behavior, South Carolina SmartState Center for Healthcare Quality (CHQ), Arnold School of Public Health, University of South Carolina, Columbia, SC 29208, USA
| | - Huihua Deng
- Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education, and Institute of Child Development and Education, Southeast University, Nanjing 210096, China.
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13
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Saberi P, Ming K, Legnitto D, Neilands TB, Gandhi M, Johnson MO. Novel methods to estimate antiretroviral adherence: protocol for a longitudinal study. Patient Prefer Adherence 2018; 12:1033-1042. [PMID: 29950816 PMCID: PMC6014386 DOI: 10.2147/ppa.s166380] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND There is currently no gold standard for assessing antiretroviral (ARV) adherence, so researchers often resort to the most feasible and cost-effective methods possible (eg, self-report), which may be biased or inaccurate. The goal of our study was to evaluate the feasibility and acceptability of innovative and remote methods to estimate ARV adherence, which can potentially be conducted with less time and financial resources in a wide range of clinic and research settings. Here, we describe the research protocol for studying these novel methods and some lessons learned. METHODS The 6-month pilot study aimed to examine the feasibility and acceptability of a remotely conducted study to evaluate the correlation between: 1) text-messaged photographs of pharmacy refill dates for refill-based adherence; 2) text-messaged photographs of pills for pill count-based adherence; and 3) home-collected hair sample measures of ARV concentration for pharmacologic-based adherence. Participants were sent monthly automated text messages to collect refill dates and pill counts that were taken and sent via mobile telephone photographs, and hair collection kits every 2 months by mail. At the study end, feasibility was calculated by specific metrics, such as the receipt of hair samples and responses to text messages. Participants completed a quantitative survey and qualitative exit interviews to examine the acceptability of these adherence evaluation methods. The relationship between the 3 novel metrics of adherence and self-reported adherence will be assessed. DISCUSSION Investigators conducting adherence research are often limited to using either self-reported adherence, which is subjective, biased, and often overestimated, or other more complex methods. Here, we describe the protocol for evaluating the feasibility and acceptability of 3 novel and remote methods of estimating adherence, with the aim of evaluating the relationships between them. Additionally, we note the lessons learned from the protocol implementation to date. We expect that these novel measures will be feasible and acceptable. The implications of this research will be the identification and evaluation of innovative and accurate metrics of ARV adherence for future implementation.
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Affiliation(s)
- Parya Saberi
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
- Correspondence: Parya Saberi, Department of Medicine, University of California San Francisco, UCSF Box 0886, San Francisco, CA 94143, USA, Tel +1 415 476 6357, Fax +1 415 476 5348, Email
| | - Kristin Ming
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Dominique Legnitto
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Torsten B Neilands
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Monica Gandhi
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Mallory O Johnson
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
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14
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Gwadz MV, Collins LM, Cleland CM, Leonard NR, Wilton L, Gandhi M, Scott Braithwaite R, Perlman DC, Kutnick A, Ritchie AS. Using the multiphase optimization strategy (MOST) to optimize an HIV care continuum intervention for vulnerable populations: a study protocol. BMC Public Health 2017; 17:383. [PMID: 28472928 PMCID: PMC5418718 DOI: 10.1186/s12889-017-4279-7] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2017] [Accepted: 04/21/2017] [Indexed: 12/10/2023] Open
Abstract
BACKGROUND More than half of persons living with HIV (PLWH) in the United States are insufficiently engaged in HIV primary care and not taking antiretroviral therapy (ART), mainly African Americans/Blacks and Hispanics. In the proposed project, a potent and innovative research methodology, the multiphase optimization strategy (MOST), will be employed to develop a highly efficacious, efficient, scalable, and cost-effective intervention to increase engagement along the HIV care continuum. Whereas randomized controlled trials are valuable for evaluating the efficacy of multi-component interventions as a package, they are not designed to evaluate which specific components contribute to efficacy. MOST, a pioneering, engineering-inspired framework, addresses this problem through highly efficient randomized experimentation to assess the performance of individual intervention components and their interactions. We propose to use MOST to engineer an intervention to increase engagement along the HIV care continuum for African American/Black and Hispanic PLWH not well engaged in care and not taking ART. Further, the intervention will be optimized for cost-effectiveness. A similar set of multi-level factors impede both HIV care and ART initiation for African American/Black and Hispanic PLWH, primary among them individual- (e.g., substance use, distrust, fear), social- (e.g., stigma), and structural-level barriers (e.g., difficulties accessing ancillary services). Guided by a multi-level social cognitive theory, and using the motivational interviewing approach, the study will evaluate five distinct culturally based intervention components (i.e., counseling sessions, pre-adherence preparation, support groups, peer mentorship, and patient navigation), each designed to address a specific barrier to HIV care and ART initiation. These components are well-grounded in the empirical literature and were found acceptable, feasible, and promising with respect to efficacy in a preliminary study. METHODS/DESIGN Study aims are: 1) using a highly efficient fractional factorial experimental design, identify which of five intervention components contribute meaningfully to improvement in HIV viral suppression, and secondary outcomes of ART adherence and engagement in HIV primary care; 2) identify mediators and moderators of intervention component efficacy; and 3) using a mathematical modeling approach, build the most cost-effective and efficient intervention package from the efficacious components. A heterogeneous sample of African American/Black and Hispanic PLWH (with respect to age, substance use, and sexual minority status) will be recruited with a proven hybrid sampling method using targeted sampling in community settings and peer recruitment (N = 512). DISCUSSION This is the first study to apply the MOST framework in the field of HIV prevention and treatment. This innovative study will produce a culturally based HIV care continuum intervention for the nation's most vulnerable PLWH, optimized for cost-effectiveness, and with exceptional levels of efficacy, efficiency, and scalability. TRIAL REGISTRATION ClinicalTrials.gov, NCT02801747 , Registered June 8, 2016.
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Affiliation(s)
- Marya Viorst Gwadz
- Center for Drug Use and HIV Research, Rory Meyers College of Nursing, New York University, New York, NY, USA.
| | - Linda M Collins
- The Methodology Center and Department of Human Development and Family Studies, Pennsylvania State University, State College, Pennsylvania, PA, USA
| | - Charles M Cleland
- Center for Drug Use and HIV Research, Rory Meyers College of Nursing, New York University, New York, NY, USA
| | - Noelle R Leonard
- Center for Drug Use and HIV Research, Rory Meyers College of Nursing, New York University, New York, NY, USA
| | - Leo Wilton
- Department of Human Development, State University of New York at Binghamton, Binghamton, NY, USA
- Faculty of Humanities, University of Johannesburg, Johannesburg, South Africa
| | - Monica Gandhi
- Division of HIV, Infectious Diseases, and Global Medicine, School of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - R Scott Braithwaite
- Department of Population Health, New York University School of Medicine, New York, NY, USA
| | - David C Perlman
- Department of Infectious Diseases, Mount Sinai Beth Israel, New York, NY, USA
| | - Alexandra Kutnick
- Center for Drug Use and HIV Research, Rory Meyers College of Nursing, New York University, New York, NY, USA
| | - Amanda S Ritchie
- Center for Drug Use and HIV Research, Rory Meyers College of Nursing, New York University, New York, NY, USA
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15
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Qiao S, Li X, Zilioli S, Chen Z, Deng H, Pan J, Guo W. Hair Measurements of Cortisol, DHEA, and DHEA to Cortisol Ratio as Biomarkers of Chronic Stress among People Living with HIV in China: Known-Group Validation. PLoS One 2017; 12:e0169827. [PMID: 28095431 PMCID: PMC5240944 DOI: 10.1371/journal.pone.0169827] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2015] [Accepted: 12/23/2016] [Indexed: 12/29/2022] Open
Abstract
Background Existing literature suggests that endocrine measures, including the steroid hormones of cortisol and Dehydroepiandrosterone (DHEA), as well as the DHEA to cortisol ratio in the human hair can be used as promising biomarkers of chronic stress among humans. However, data are limited regarding the validity of these measures as biomarkers of chronic stress among people living with HIV (PLWH), whose endocrine system or hypothalamic pituitary adrenal (HPA) axis may be affected by HIV infection and/or antiretroviral therapy (ART) medications. Method Using hair sample data and self-reported survey from 60 PLWH in China, we examined the validity of three endocrine measures among Chinese PLWH using a known-groups validation strategy. High-stress group (n = 30) and low-stress group (n = 30) of PLWH were recruited through individual assessment interviews by a local licensed psychologist. The endocrine measures in hair were extracted and assessed by LC-APCI-MS/MS method. Both bivariate and multivariate analyses were conducted to examine the associations between the endocrine measures and the stress level, and to investigate if the associations differ by ART status. Results The levels of endocrine measures among Chinese PLWH were consistent with existing studies among PLWH. Generally, this pilot study confirmed the association between endocrine measures and chronic stress. The high stress group showed higher level hair cortisol and lower DHEA to cortisol ratio. The higher stress group also reported higher scores of stressful life events, perceived stress, anxiety and depression. Hair cortisol level was positively related to anxiety; DHEA was negatively associated with stressful life events; and the DHEA to cortisol ratio was positively related to stressful life events and perceived stress. ART did not affect the associations between the endocrine measures and stress level. Conclusions Our findings suggest that hair cortisol and DHEA to cortisol ratio can be used as promising biomarkers of chronic stress among PLWH. Clarifying the role of steroid hormones in the psychoimmunology of PLWH may yield important implications for clinical practice and psychological intervention.
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Affiliation(s)
- Shan Qiao
- Department of Health Promotion Education and Behavior, School of Public Health, University of South Carolina, Columbia, South Carolina, United States of America
| | - Xiaoming Li
- Department of Health Promotion Education and Behavior, School of Public Health, University of South Carolina, Columbia, South Carolina, United States of America
| | - Samuele Zilioli
- Department of Psychology, Wayne State University, Detroit, Michigan, United States of America
| | - Zheng Chen
- Research Center for Learning Science, Southeast University, Nanjing, China
| | - Huihua Deng
- Research Center for Learning Science, Southeast University, Nanjing, China
| | - Juxian Pan
- Beihai Center of Disease Control and Prevention, Beihai, Guangxi, China
| | - Weigui Guo
- Beihai Center of Disease Control and Prevention, Beihai, Guangxi, China
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16
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Yan J, Liu J, Su B, Pan X, Wang Z, Wu J, Zhang J, Ruan Y, Hsi J, Liao L, Shao Y, Xing H. Lamivudine Concentration in Hair and Prediction of Virologic Failure and Drug Resistance among HIV Patients Receiving Free ART in China. PLoS One 2016; 11:e0154421. [PMID: 27119346 PMCID: PMC4847920 DOI: 10.1371/journal.pone.0154421] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2016] [Accepted: 04/13/2016] [Indexed: 11/29/2022] Open
Abstract
Background The assessment of adherence to antiretroviral therapy (ART) is important in order to predict treatment outcomes. Lamivudine (3TC) is one of the most widely used NRTIs in China, but its concentrations in hair and association with virologic failure and drug resistance have not been studied. Methods We conducted a cross-sectional survey to investigate 3TC concentrations in hair as a predictor of virologic failure and drug resistance among HIV patients receiving free ART. We also compared the capacity of hair 3TC concentrations with self-reported adherence in predicting virologic responses. Hair 3TC concentrations were detected through the LC-MS/MS system. Results In patients without HIV drug resistance (HIVDR), with a threshold hair 3TC concentration of 260 ng/g, the sensitivity and specificity in predicting virologic suppression were 76.9% and 89.9%, respectively. Some factors, including CD4+ cell counts, initial treatment regimens with 3TC, and current regimens with second-line drugs, influenced the association between hair 3TC concentrations and virologic suppression. In patients who experienced virologic failure with HIVDR, with a threshold of 180 ng/g, the sensitivity and specificity were 70.0% and 74.4%, respectively. Hair 3TC concentrations had higher sensitivity and specificity in predicting virologic failure and drug resistance than self-reported adherence. Conclusions The hair 3TC concentration was a stronger indicator than self-reported adherence in predicting virologic failure and drug resistance in HIV patients receiving free ART.
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Affiliation(s)
- Jing Yan
- State Key Laboratory of Infectious Disease Prevention and Control (SKLID), National Center for AIDS/STD Control (NCAIDS) and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Beijing, China
| | - Jia Liu
- Henan Center for Disease Control and Prevention, Zhenzhou, Henan Province, China
| | - Bin Su
- Anhui Center for Disease Control and Prevention, Hefei, Anhui Province, China
| | - Xiaohong Pan
- Zhejiang Center for Disease Control and Prevention, Hangzhou, Zhejiang Province, China
| | - Zhe Wang
- Henan Center for Disease Control and Prevention, Zhenzhou, Henan Province, China
| | - Jianjun Wu
- Anhui Center for Disease Control and Prevention, Hefei, Anhui Province, China
| | - Jiafeng Zhang
- Zhejiang Center for Disease Control and Prevention, Hangzhou, Zhejiang Province, China
| | - Yuhua Ruan
- State Key Laboratory of Infectious Disease Prevention and Control (SKLID), National Center for AIDS/STD Control (NCAIDS) and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Beijing, China
| | - Jenny Hsi
- State Key Laboratory of Infectious Disease Prevention and Control (SKLID), National Center for AIDS/STD Control (NCAIDS) and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Beijing, China
| | - Lingjie Liao
- State Key Laboratory of Infectious Disease Prevention and Control (SKLID), National Center for AIDS/STD Control (NCAIDS) and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Beijing, China
| | - Yiming Shao
- State Key Laboratory of Infectious Disease Prevention and Control (SKLID), National Center for AIDS/STD Control (NCAIDS) and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Beijing, China
| | - Hui Xing
- State Key Laboratory of Infectious Disease Prevention and Control (SKLID), National Center for AIDS/STD Control (NCAIDS) and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Beijing, China
- * E-mail:
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17
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Rosen EP, Thompson CG, Bokhart MT, Prince HMA, Sykes C, Muddiman DC, Kashuba ADM. Analysis of Antiretrovirals in Single Hair Strands for Evaluation of Drug Adherence with Infrared-Matrix-Assisted Laser Desorption Electrospray Ionization Mass Spectrometry Imaging. Anal Chem 2016; 88:1336-44. [PMID: 26688545 PMCID: PMC5301654 DOI: 10.1021/acs.analchem.5b03794] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Adherence to a drug regimen can be a strong predictor of health outcomes, and validated measures of adherence are necessary at all stages of therapy from drug development to prescription. Many of the existing metrics of drug adherence (e.g., self-report, pill counts, blood monitoring) have limitations, and analysis of hair strands has recently emerged as an objective alternative. Traditional methods of hair analysis based on LC-MS/MS (segmenting strands at ≥1 cm length) are not capable of preserving a temporal record of drug intake at higher resolution than approximately 1 month. Here, we evaluated the detectability of HIV antiretrovirals (ARVs) in hair from a range of drug classes using infrared matrix-assisted laser desorption electrospray ionization (IR-MALDESI) mass spectrometry imaging (MSI) with 100 μm resolution. Infrared laser desorption of hair strands was shown to penetrate into the strand cortex, allowing direct measurement by MSI without analyte extraction. Using optimized desorption conditions, a linear correlation between IR-MALDESI ion abundance and LC-MS/MS response was observed for six common ARVs with estimated limits of detection less than or equal to 1.6 ng/mg hair. The distribution of efavirenz (EFV) was then monitored in a series of hair strands collected from HIV infected, virologically suppressed patients. Because of the role hair melanin plays in accumulation of basic drugs (like most ARVs), an MSI method to quantify the melanin biomarker pyrrole-2,3,5-tricarboxylic acid (PTCA) was evaluated as a means of normalizing drug response between patients to develop broadly applicable adherence criteria.
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Affiliation(s)
- Elias P. Rosen
- Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | - Corbin G. Thompson
- Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | - Mark T. Bokhart
- W.M. Keck FTMS Laboratory for Human Health Research, Department of Chemistry, North Carolina State University, Raleigh, North Carolina 27695, United States
| | - Heather M. A. Prince
- School of Medicine, University of North Carolina, Chapel Hill, North Carolina 27599, United States
- Center for AIDS Research, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | - Craig Sykes
- Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina 27599, United States
- Center for AIDS Research, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | - David C. Muddiman
- W.M. Keck FTMS Laboratory for Human Health Research, Department of Chemistry, North Carolina State University, Raleigh, North Carolina 27695, United States
| | - Angela D. M. Kashuba
- Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina 27599, United States
- School of Medicine, University of North Carolina, Chapel Hill, North Carolina 27599, United States
- Center for AIDS Research, University of North Carolina, Chapel Hill, North Carolina 27599, United States
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18
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Gwadz M, Cleland CM, Applegate E, Belkin M, Gandhi M, Salomon N, Banfield A, Leonard N, Riedel M, Wolfe H, Pickens I, Bolger K, Bowens D, Perlman D, Mildvan D. Behavioral intervention improves treatment outcomes among HIV-infected individuals who have delayed, declined, or discontinued antiretroviral therapy: a randomized controlled trial of a novel intervention. AIDS Behav 2015; 19:1801-17. [PMID: 25835462 PMCID: PMC4567451 DOI: 10.1007/s10461-015-1054-6] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Nationally up to 60 % of persons living with HIV are neither taking antiretroviral therapy (ART) nor well engaged in HIV care, mainly racial/ethnic minorities. This study examined a new culturally targeted multi-component intervention to address emotional, attitudinal, and social/structural barriers to ART initiation and HIV care. Participants (N = 95) were African American/Black and Latino adults with CD4 < 500 cells/mm(3) not taking ART, randomized 1:1 to intervention or control arms, the latter receiving treatment as usual. Primary endpoints were adherence, evaluated via ART concentrations in hair samples, and HIV viral load suppression. The intervention was feasible and acceptable. Eight months post-baseline, intervention participants tended to be more likely to evidence "good" (that is, 7 days/week) adherence (60 vs. 26.7 %; p = 0.087; OR = 3.95), and had lower viral load levels than controls (t(22) = 2.29, p = 0.032; OR = 5.20), both large effect sizes. This highly promising intervention merits further study.
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Affiliation(s)
- Marya Gwadz
- Center for Drug Use and HIV Research (CDUHR), New York University College of Nursing, 433 First Avenue, 7th Floor, New York, NY, 10010, USA.
| | - Charles M Cleland
- Center for Drug Use and HIV Research (CDUHR), New York University College of Nursing, 433 First Avenue, 7th Floor, New York, NY, 10010, USA.
| | - Elizabeth Applegate
- Center for Drug Use and HIV Research (CDUHR), New York University College of Nursing, 433 First Avenue, 7th Floor, New York, NY, 10010, USA.
| | - Mindy Belkin
- Center for Drug Use and HIV Research (CDUHR), New York University College of Nursing, 433 First Avenue, 7th Floor, New York, NY, 10010, USA.
| | - Monica Gandhi
- Division of HIV/AIDS, Department of Medicine, University of California San Francisco (UCSF), San Francisco, CA, USA.
| | - Nadim Salomon
- Department of Infectious Diseases, Peter Krueger Center for Immunological Disorders, Mount Sinai Beth Israel, New York, NY, USA.
| | - Angela Banfield
- Center for Drug Use and HIV Research (CDUHR), New York University College of Nursing, 433 First Avenue, 7th Floor, New York, NY, 10010, USA.
| | - Noelle Leonard
- Center for Drug Use and HIV Research (CDUHR), New York University College of Nursing, 433 First Avenue, 7th Floor, New York, NY, 10010, USA.
| | - Marion Riedel
- School of Social Work, Columbia University, New York, NY, USA.
| | - Hannah Wolfe
- Mount Sinai St. Luke's-Roosevelt Hospital Center, Spencer Cox Center for Health, New York, NY, USA.
| | - Isaiah Pickens
- Center for Drug Use and HIV Research (CDUHR), New York University College of Nursing, 433 First Avenue, 7th Floor, New York, NY, 10010, USA.
| | - Kelly Bolger
- Center for Drug Use and HIV Research (CDUHR), New York University College of Nursing, 433 First Avenue, 7th Floor, New York, NY, 10010, USA.
| | - DeShannon Bowens
- Center for Drug Use and HIV Research (CDUHR), New York University College of Nursing, 433 First Avenue, 7th Floor, New York, NY, 10010, USA.
| | - David Perlman
- Department of Infectious Diseases, Mount Sinai Beth Israel, New York, NY, USA.
| | - Donna Mildvan
- Department of Infectious Diseases, Mount Sinai Beth Israel, New York, NY, USA.
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Implementation and Operational Research: Pulling the Network Together: Quasiexperimental Trial of a Patient-Defined Support Network Intervention for Promoting Engagement in HIV Care and Medication Adherence on Mfangano Island, Kenya. J Acquir Immune Defic Syndr 2015; 69:e127-34. [PMID: 25984711 PMCID: PMC4485532 DOI: 10.1097/qai.0000000000000664] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Despite progress in the global scale-up of antiretroviral therapy, sustained engagement in HIV care remains challenging. Social capital is an important factor for sustained engagement, but interventions designed to harness this powerful social force are uncommon. METHODS We conducted a quasiexperimental study evaluating the impact of the Microclinic Social Network intervention on engagement in HIV care and medication adherence on Mfangano Island, Kenya. The intervention was introduced into 1 of 4 similar communities served by this clinic; comparisons were made between communities using an intention-to-treat analysis. Microclinics, composed of patient-defined support networks, participated in 10 biweekly discussion sessions covering topics ranging from HIV biology to group support and group HIV status disclosure. Nevirapine concentrations in hair were measured before and after study. RESULTS One hundred thirteen (74%) intervention community participants joined a microclinic group, 86% of whom participated in group HIV status disclosure. Over 22-month follow-up, intervention community participants experienced one-half the rate of ≥ 90-day clinic absence as those in control communities (adjusted hazard ratio: 0.48; 95% confidence interval: 0.25 to 0.92). Nevirapine hair levels declined in both study arms; in adjusted linear regression analysis, the decline was 6.7 ng/mg less severe in the intervention arm than control arm (95% confidence interval: -2.7 to 16.1). CONCLUSIONS The microclinic intervention is a promising and feasible community-based strategy to improve long-term engagement in HIV care and possibly medication adherence. Reducing treatment interruptions using a social network approach has important implications for individual patient virologic suppression, morbidity, and mortality and for broader community empowerment and engagement in healthcare.
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Baxi SM, Greenblatt RM, Bacchetti P, Jin C, French AL, Keller MJ, Augenbraun MH, Gange SJ, Liu C, Mack WJ, Gandhi M. Nevirapine Concentration in Hair Samples Is a Strong Predictor of Virologic Suppression in a Prospective Cohort of HIV-Infected Patients. PLoS One 2015; 10:e0129100. [PMID: 26053176 PMCID: PMC4460031 DOI: 10.1371/journal.pone.0129100] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2015] [Accepted: 05/05/2015] [Indexed: 01/03/2023] Open
Abstract
Effective antiretroviral (ARV) therapy depends on adequate drug exposure, yet methods to assess ARV exposure are limited. Concentrations of ARV in hair are the product of steady-state pharmacokinetics factors and longitudinal adherence. We investigated nevirapine (NVP) concentrations in hair as a predictor of treatment response in women receiving ARVs. In participants of the Women’s Interagency HIV Study, who reported NVP use for >1 month from 2003–2008, NVP concentrations in hair were measured via liquid-chromatography-tandem mass-spectrometry. The outcome was virologic suppression (plasma HIV RNA below assay threshold) at the time of hair sampling and the primary predictor was nevirapine concentration categorized into quartiles. We controlled for age, race/ethnicity, pre-treatment HIV RNA, CD4 cell count, and self-reported adherence over the 6-month visit interval (categorized ≤ 74%, 75%–94% or ≥ 95%). We also assessed the relation of NVP concentration with changes in hepatic transaminase levels via multivariate random intercept logistic regression and linear regression analyses. 271 women contributed 1089 person-visits to the analysis (median 3 of semi-annual visits). Viral suppression was least frequent in concentration quartile 1 (86/178 (48.3%)) and increased in higher quartiles (to 158/204 (77.5%) for quartile 4). The odds of viral suppression in the highest concentration quartile were 9.17 times (95% CI 3.2–26, P < 0.0001) those in the lowest. African-American race was associated with lower rates of virologic suppression independent of NVP hair concentration. NVP concentration was not significantly associated with patterns of serum transaminases. Concentration of NVP in hair was a strong independent predictor of virologic suppression in women taking NVP, stronger than self-reported adherence, but did not appear to be strongly predictive of hepatotoxicity.
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Affiliation(s)
- Sanjiv M. Baxi
- Department of Medicine, University of California San Francisco, San Francisco, California, United States of America
- School of Public Health, Division of Epidemiology, University of California, Berkeley, California, United States of America
- * E-mail:
| | - Ruth M. Greenblatt
- Department of Medicine, University of California San Francisco, San Francisco, California, United States of America
- Department of Clinical Pharmacy, University of California San Francisco, San Francisco, California, United States of America
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, United States of America
| | - Peter Bacchetti
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, United States of America
| | - Chengshi Jin
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, United States of America
| | - Audrey L. French
- CORE Center and Division of Infectious Diseases, John H. Stroger Jr. Hospital of Cook County, Chicago, Illinois, United States of America
| | - Marla J. Keller
- Department of Medicine, Albert Einstein College of Medicine, Bronx, New York, United States of America
- Department of Obstetrics and Gynecology and Women’s Health, Albert Einstein College of Medicine, Bronx, New York, United States of America
| | - Michael H. Augenbraun
- Division of Infectious Diseases, State University of New York, Downstate Medical Center, Brooklyn, New York, United States of America
| | - Stephen J. Gange
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Chenglong Liu
- Department of Medicine, Georgetown University Medical Center, Washington DC, United States of America
| | - Wendy J. Mack
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Monica Gandhi
- Department of Medicine, University of California San Francisco, San Francisco, California, United States of America
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Koss CA, Natureeba P, Mwesigwa J, Cohan D, Nzarubara B, Bacchetti P, Horng H, Clark TD, Plenty A, Ruel TD, Achan J, Charlebois ED, Kamya MR, Havlir DV, Gandhi M. Hair concentrations of antiretrovirals predict viral suppression in HIV-infected pregnant and breastfeeding Ugandan women. AIDS 2015; 29:825-30. [PMID: 25985404 PMCID: PMC4438773 DOI: 10.1097/qad.0000000000000619] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
OBJECTIVE Hair concentrations are a noninvasive measure of cumulative antiretroviral exposure and the strongest predictor of viral suppression in large cohorts of nonpregnant patients. We examined hair concentrations of antiretrovirals in relation to virologic outcomes in pregnant and breastfeeding women for the first time. DESIGN AND METHODS The Prevention of Malaria and HIV Disease in Tororo trial (NCT00993031) enrolled HIV-infected pregnant Ugandan women at 12-28 weeks gestation who were randomized to lopinavir or efavirenz-based antiretroviral therapy (ART). Small hair samples were collected at 30-34 weeks gestation and 10-25 weeks postpartum. Efavirenz and lopinavir hair concentrations were measured via liquid chromatography/tandem mass spectrometry. Multivariate logistic regression models examined predictors of viral suppression (HIV-1 RNA ≤400 copies/ml) at delivery and 24 weeks postpartum. RESULTS Among 325 women, median CD4 cell count was 366 cells/μl (interquartile range 270-488) at ART initiation. Mean self-reported 3-day adherence was greater than 97% in each arm. Viral suppression was achieved by 98.0% (efavirenz) and 87.4% (lopinavir) at delivery. At 24 weeks postpartum, 92.5% (efavirenz) and 90.6% (lopinavir) achieved viral suppression; 88% of women were breastfeeding. In multivariate models including self-reported adherence and pretreatment HIV-1 RNA, antiretroviral hair concentrations were the strongest predictor of viral suppression at delivery [efavirenz: adjusted odds ratio (aOR) 1.86 per doubling in concentration, 95% confidence interval (CI) 1.14-3.1, P = 0.013; lopinavir: aOR 1.90, 95% CI 1.33-2.7, P = 0.0004] and 24 weeks postpartum (efavirenz: aOR 1.81, 95% CI 1.22-2.7, P = 0.003; lopinavir: aOR 1.53, 95% CI 1.05-2.2, P = 0.026). CONCLUSION Antiretroviral hair concentrations represent an innovative tool that strongly predicts viral suppression among HIV-infected childbearing women during the critical periods of delivery and breastfeeding.
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Affiliation(s)
- Catherine A Koss
- aHIV/AIDS Division, San Francisco General Hospital, University of California, San Francisco, San Francisco, California, USA bMakerere University-University of California, San Francisco Research Collaboration, Kampala, Uganda cMedical Research Council Unit, The Gambia dDepartment of Obstetrics, Gynecology and Reproductive Sciences eDepartment of Epidemiology and Biostatistics fHair Analysis Laboratory gCenter for AIDS Prevention Studies hDepartment of Pediatrics, University of California, San Francisco, San Francisco, California, USA iDepartment of Medicine, Makerere University College of Health Sciences, Kampala, Uganda
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Antiretroviral concentrations in small hair samples as a feasible marker of adherence in rural Kenya. J Acquir Immune Defic Syndr 2014; 66:311-5. [PMID: 24694932 PMCID: PMC4146734 DOI: 10.1097/qai.0000000000000154] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Antiretroviral hair levels objectively quantify drug exposure over time and predict virologic responses. We assessed the acceptability and feasibility of collecting small hair samples in a rural Kenyan cohort. Ninety-five percentage of participants (354/373) donated hair. Although median self-reported adherence was 100% (interquartile range, 96%-100%), a wide range of hair concentrations likely indicates overestimation of self-reported adherence and the advantages of a pharmacologic adherence measure. Higher nevirapine hair concentrations observed in women and older adults require further study to unravel behavioral versus pharmacokinetic contributors. In resource-limited settings, hair antiretroviral levels may serve as a low-cost quantitative biomarker of adherence.
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Olds PK, Kiwanuka JP, Nansera D, Huang Y, Bacchetti P, Jin C, Gandhi M, Haberer JE. Assessment of HIV antiretroviral therapy adherence by measuring drug concentrations in hair among children in rural Uganda. AIDS Care 2014; 27:327-32. [PMID: 25483955 PMCID: PMC4305465 DOI: 10.1080/09540121.2014.983452] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Current tools for measuring medication adherence have significant limitations, especially among pediatric populations. We conducted a prospective observational study to assess the use of antiretroviral (ARV) drug levels in hair for evaluating antiretroviral therapy (ART) adherence among HIV-infected children in rural Uganda. Three-day caregiver recall, 30-day visual analog scale (VAS), Medication Event Monitoring System (MEMS), and unannounced pill counts and liquid formulation weights (UPC) were collected monthly over a one-year period. Hair samples were collected quarterly and analyzed for nevirapine (NVP) levels, and plasma HIV RNA levels were collected every six months. Among children with at least one hair sample collected, we used univariable random intercept linear regression models to compare log transformed NVP concentrations with each adherence measure, and the child's age, sex, and CD4 count percentage (CD4%). One hundred and twenty-one children aged 2-10 years were enrolled in the study; 74 (61%) provided at least one hair sample, and the mean number of hair samples collected per child was 1.9 (standard deviation [SD] 1.0). Three-day caregiver recall, VAS, and MEMS were found to be positively associated with increasing NVP concentration in hair, although associations were not statistically significant. UPC was found to have a nonsignificant negative association with increasing hair NVP concentration. In conclusion, NVP drug concentrations in hair were found to have nonsignificant, although generally positive, associations with other adherence measures in a cohort of HIV-infected children in Uganda. Hair collection in this population proved challenging, suggesting the need for community education and buy-in with the introduction of novel methodologies.
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Affiliation(s)
- Peter K Olds
- a Department of Medicine , Harvard Medical School , Boston , MA , USA
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24
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Gandhi M, Yang Q, Bacchetti P, Huang Y. Short communication: A low-cost method for analyzing nevirapine levels in hair as a marker of adherence in resource-limited settings. AIDS Res Hum Retroviruses 2014; 30:25-8. [PMID: 24164410 PMCID: PMC3887402 DOI: 10.1089/aid.2013.0239] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The measurement of antiretroviral concentrations in hair is emerging as an important technology to objectively quantify adherence to combination antiretroviral therapy. Hair levels of antiretrovirals are the strongest independent predictor of virologic success in large prospective cohorts of HIV-infected patients and surpass self-report in predicting outcomes. Hair is easy to collect and store, but validated methods to analyze antiretroviral levels in hair using liquid chromatography tandem mass spectrometry (LC-MS/MS) are expensive. We report here on the development of a thin-layer chromatography (TLC) assay for the semiquantitative analysis of nevirapine in hair. TLC assay results from 11 samples were consistent with results using LC-MS/MS [Spearman correlation coefficient 0.99 (95% CI 0.95-0.996)]. This simple, low-cost method of analyzing nevirapine concentrations in hair may provide a novel monitoring tool for antiretroviral adherence in resource-limited settings and merits further study in clinical settings.
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Affiliation(s)
- Monica Gandhi
- Division of HIV/AIDS, Department of Medicine, University of California, San Francisco, San Francisco, California
| | - Qiyun Yang
- Drug Studies Unit, Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, California
| | - Peter Bacchetti
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California
| | - Yong Huang
- Drug Studies Unit, Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, California
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Comparative chromatography–mass spectrometry studies on the antiretroviral drug nevirapine—Analytical performance characteristics in human plasma determination. J Chromatogr B Analyt Technol Biomed Life Sci 2014; 945-946:101-9. [PMID: 24325830 DOI: 10.1016/j.jchromb.2013.11.046] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2013] [Revised: 11/20/2013] [Accepted: 11/21/2013] [Indexed: 11/20/2022]
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Gandhi M, Mwesigwa J, Aweeka F, Plenty A, Charlebois E, Ruel TD, Huang Y, Clark T, Ades V, Natureeba P, Luwedde FA, Achan J, Kamya MR, Havlir DV, Cohan D. Hair and plasma data show that lopinavir, ritonavir, and efavirenz all transfer from mother to infant in utero, but only efavirenz transfers via breastfeeding. J Acquir Immune Defic Syndr 2013; 63:578-84. [PMID: 24135775 PMCID: PMC3800282 DOI: 10.1097/qai.0b013e31829c48ad] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND As efforts intensify to eliminate perinatal HIV transmission, understanding kinetics of maternal-to-child transfer of antiretrovirals during pregnancy and breastfeeding is critical. Antiretroviral levels in plasma, cord blood, and breastmilk reflect exposure over short intervals. Hair concentrations reflect cumulative exposure and can uniquely quantify in utero transfer of maternal medications to infants. We measured plasma and hair antiretroviral levels in HIV-infected Ugandan mothers and their infants at delivery and during breastfeeding to assess transfer. METHODS HIV-infected pregnant women were randomized to lopinavir/ritonavir- or efavirenz-based therapy in a larger trial (the Prevention of Malaria and HIV disease in Tororo, PROMOTE). At 0, 8, and 12 weeks postpartum, plasma antiretroviral levels were measured in 117 mother-infant pairs; hair levels were assayed at 12 weeks. Ratios and correlations of infant:maternal concentrations were calculated. RESULTS By 12 weeks, 90.4% of mothers reported exclusive breastfeeding. Hair and plasma levels over time suggest moderate (47%) to extensive (87%) in utero transfer of lopinavir and ritonavir, respectively, but negligible transfer of either via breastfeeding. Moderate transfer of efavirenz occurs during pregnancy and breastfeeding (40% cumulative; 15% during breastfeeding). Despite differences in exposure, no infant seroconversions or correlations between infant hair/plasma antiretroviral levels and adverse effects were observed. CONCLUSIONS Using a unique approach combining hair and plasma data, we found that different antiretrovirals have distinct kinetics of mother-to-infant transfer. Efavirenz transfers during both pregnancy and breastfeeding, whereas lopinavir and ritonavir transfer only in utero. Further study of the degree and timing of maternal-to-child transfer by antiretroviral will help optimize strategies that protect infants and minimize toxicities during periods of risk.
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Affiliation(s)
- Monica Gandhi
- Department of Medicine, University of California, San Francisco, (UCSF), San Francisco, California, USA
| | - Julia Mwesigwa
- Infectious Diseases Research Collaboration Makerere University College of Health Sciences- UCSF, Kampala, Uganda
| | - Francesca Aweeka
- Department of Clinical Pharmacy, University of California, San Francisco, (UCSF), San Francisco, California, USA
| | - Albert Plenty
- Center of AIDS Prevention Studies, University of California, San Francisco, (UCSF), San Francisco, California, USA
| | - Edwin Charlebois
- Department of Medicine, University of California, San Francisco, (UCSF), San Francisco, California, USA
- Center of AIDS Prevention Studies, University of California, San Francisco, (UCSF), San Francisco, California, USA
| | - Theodore D. Ruel
- Department of Pediatrics, University of California, San Francisco, (UCSF), San Francisco, California, USA
| | - Yong Huang
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, (UCSF), San Francisco, California, USA
| | - Tamara Clark
- Department of Medicine, University of California, San Francisco, (UCSF), San Francisco, California, USA
| | - Veronica Ades
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, (UCSF), San Francisco, California, USA
| | - Paul Natureeba
- Infectious Diseases Research Collaboration Makerere University College of Health Sciences- UCSF, Kampala, Uganda
| | - Flavia A. Luwedde
- Infectious Diseases Research Collaboration Makerere University College of Health Sciences- UCSF, Kampala, Uganda
| | - Jane Achan
- Infectious Diseases Research Collaboration Makerere University College of Health Sciences- UCSF, Kampala, Uganda
| | - Moses R. Kamya
- Infectious Diseases Research Collaboration Makerere University College of Health Sciences- UCSF, Kampala, Uganda
| | - Diane V. Havlir
- Department of Medicine, University of California, San Francisco, (UCSF), San Francisco, California, USA
| | - Deborah Cohan
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of California, San Francisco, (UCSF), San Francisco, California, USA
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Gandhi M, Greenblatt RM, Bacchetti P, Jin C, Huang Y, Anastos K, Cohen M, Dehovitz JA, Sharp GB, Gange SJ, Liu C, Hanson SC, Aouizerat B. A single-nucleotide polymorphism in CYP2B6 leads to >3-fold increases in efavirenz concentrations in plasma and hair among HIV-infected women. J Infect Dis 2012; 206:1453-61. [PMID: 22927450 DOI: 10.1093/infdis/jis508] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Efavirenz exhibits marked interindividual variability in plasma levels and toxicities. Prior pharmacogenetic studies usually measure exposure via single plasma levels, examine limited numbers of polymorphisms, and rarely model multiple contributors. We analyzed numerous genetic and nongenetic factors impacting short-term and long-term exposure in a large heterogeneous population of human immunodeficiency virus (HIV)-infected women. METHODS We performed 24-hour intensive pharmacokinetic studies in 111 women receiving efavirenz under actual-use conditions and calculated the area-under-the-concentration-time curve (AUC) to assess short-term exposure; the efavirenz concentration in hair was measured to estimate long-term exposure. A total of 182 single-nucleotide polymorphisms (SNPs) and 45 haplotypes in 9 genes were analyzed in relationship to exposure by use of multivariate models that included a number of nongenetic factors. RESULTS Efavirenz AUCs increased 1.26-fold per doubling of the alanine aminotransferase level and 1.23-fold with orange and/or orange juice consumption. Individuals with the CYP2B6 516TT genotype displayed 3.5-fold increases in AUCs and 3.2-fold increases in hair concentrations, compared with individuals with the TG/GG genotype. Another SNP in CYP2B6 (983TT) and a p-glycoprotein haplotype affected AUCs without substantially altering long-term exposure. CONCLUSIONS This comprehensive pharmacogenomics study showed that individuals with the CYP2B6 516TT genotype displayed >3-fold increases in both short-term and long-term efavirenz exposure, signifying durable effects. Pharmacogenetic testing combined with monitoring of hair levels may improve efavirenz outcomes and reduce toxicities.
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Affiliation(s)
- Monica Gandhi
- Department of Medicine, University of California, San Francisco, CA, USA.
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Jones G, Hawkins K, Mullin R, Nepusz T, Naughton DP, Sheeran P, Petróczi A. Understanding how adherence goals promote adherence behaviours: a repeated measure observational study with HIV seropositive patients. BMC Public Health 2012; 12:587. [PMID: 22853824 PMCID: PMC3490813 DOI: 10.1186/1471-2458-12-587] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2012] [Accepted: 07/16/2012] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND The extent to which patients follow treatments as prescribed is pivotal to treatment success. An exceptionally high level (> 95%) of HIV medication adherence is required to suppress viral replication and protect the immune system and a similarly high level (> 80%) of adherence has also been suggested in order to benefit from prescribed exercise programmes. However, in clinical practice, adherence to both often falls below the desirable level. This project aims to investigate a wide range of psychological and personality factors that may lead to adherence/non-adherence to medical treatment and exercise programmes. METHODS HIV positive patients who are referred to the physiotherapist-led 10-week exercise programme as part of the standard care are continuously recruited. Data on social cognitive variables (attitude, intention, subjective norms, self-efficacy, and outcome beliefs) about the goal and specific behaviours, selected personality factors, perceived quality of life, physical activity, self-reported adherence and physical assessment are collected at baseline, at the end of the exercise programme and again 3 months later. The project incorporates objective measures of both exercise (attendance log and improvement in physical measures such as improved fitness level, weight loss, improved circumferential anthropometric measures) and medication adherence (verified by non-invasive hair analysis). DISCUSSION The novelty of this project comes from two key aspects, complemented with objective information on exercise and medication adherence. The project assesses beliefs about both the underlying goal such as following prescribed treatment; and about the specific behaviours such as undertaking the exercise or taking the medication, using both implicit and explicit assessments of patients' beliefs and attitudes. We predict that i) the way people think about the underlying goal of their treatments explains medication and exercise behaviours over and above the effects of the behaviour-specific thinking and ii) the relationship between adherence to exercise and to medical treatment is stronger among those with more favourable views about the goal. Results from this study should identify the key contributing factors to inform subsequent adherence research and afford a more streamlined assessment matrix. The project also aims to inform patient care practices. UK CLINICAL RESEARCH NETWORK REGISTRATION NUMBER: UKCRN 7842.
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Affiliation(s)
- Gareth Jones
- Department of Physiotherapy, Guy’s and St Thomas’ NHS Foundation Trust, London, UK
| | - Kim Hawkins
- Department of Physiotherapy, Guy’s and St Thomas’ NHS Foundation Trust, London, UK
| | - Rebecca Mullin
- Department of Physiotherapy, Guy’s and St Thomas’ NHS Foundation Trust, London, UK
| | - Tamás Nepusz
- Department of Biological Physics, Eötvös Loránd University, Budapest, Hungary
| | | | - Paschal Sheeran
- Department of Psychology, The University of Sheffield, Sheffield, UK
| | - Andrea Petróczi
- School of Life Sciences, Kingston University London, London, UK
- Department of Psychology, The University of Sheffield, Sheffield, UK
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29
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Regulated drug bioanalysis for human pharmacokinetic studies and therapeutic drug management. Bioanalysis 2012; 4:1919-31. [DOI: 10.4155/bio.12.157] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Regulated drug bioanalysis (i.e., determination of drug concentrations in biological matrices for regulated studies) usually refers to animal toxicokinetics, bioavailability/bioequivalence and clinical pharmacokinetic studies. However, there is another important regulated drug bioanalysis – therapeutic drug management (TDM). In the USA, TDM is regulated by Clinical Laboratory Improvement Amendments. In this article, we review and compare human pharmacokinetic sample analysis and TDM sample analysis. The US FDA/Bioanalytical Method Validation Guidance and the American Association for Clinical Chemistry/TDM Roundtable Recommended Generic Assay Validation Guidance are also compared. Some regulated drug bioanalysis issues, such as terminology, validation concepts and acceptance criteria, are discussed. Fostering interaction between bioanalysts from pharmaceutical science and clinical chemistry and reducing the regulatory gaps between different agencies for drug bioanalysis is our objective.
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