1
|
Nwogu JN, Ngene SO, Babalola CP, Olagunju A, Owen A, Khoo SH, Kotila OA, Berzins B, Okochi H, Tallerico R, Gandhi M, Taiwo B. Comparison of efavirenz levels in blood and hair with pharmacy refills as measures of adherence and predictors of viral suppression among people living with HIV in Nigeria. AIDS Res Ther 2022; 19:35. [PMID: 35820913 PMCID: PMC9277789 DOI: 10.1186/s12981-022-00462-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 06/28/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Strategies to support adherence are constrained by the lack of tools to objectively monitor medication intake in low-resource settings. Pharmacologic measures are objective, but pharmacy refill data is more accessible and cost-efficient. This study compared short-term and long-term efavirenz (EFV) drug levels with pharmacy refill adherence data (PRA) and evaluated their ability to predict viral suppression among people living with HIV in Nigeria. METHODS Paired hair and dried blood spot (DBS) samples were obtained from 91 adults living with HIV receiving 600 mg EFV-based antiretroviral therapy (ART) and EFV concentrations were measured via validated methods using liquid-chromatography-mass-spectrometry. PRA was estimated from pharmacy records, based on the number of days a patient collected medication before or after the scheduled pick-up date. PRA was categorized into ≤ 74%, 75-94% and ≥ 95%, defined as poor, medium and high adherence, respectively. HIV viral loads closest to the hair sampling time (within 6 months) were also abstracted. Receiver Operating Characteristics (ROC) curve analyses compared the ability of adherence metrics to predict viral suppression. RESULTS Based on PRA, 81% of participants had high adherence while 11% and 8% had medium and poor adherence, respectively. The median (IQR) EFV concentrations were 6.85 ng/mg (4.56-10.93) for hair and 1495.6 ng/ml (1050.7-2365.8) for DBS. Of the three measures of adherence, hair EFV concentration had the highest Area Under Curve (AUC) to predict viral suppression. Correlations between EFV concentrations in DBS and hair with PRA were positive (r = 0.12, P = 0.27 and r = 0.21, P = 0.05, respectively) but not strong. CONCLUSIONS EFV concentrations in hair were the strongest predictor of viral suppression and only weakly correlated with pharmacy refill adherence data in Nigeria. This study suggests that resource-limited settings may benefit from objective adherence metrics to monitor and support adherence.
Collapse
Affiliation(s)
- Jacinta N Nwogu
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Lead City University, Ibadan, Nigeria.
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Ibadan, Ibadan, Nigeria.
- Department of Pharmacology and Therapeutics, University of Liverpool, Liverpool, UK.
| | - Samuel O Ngene
- Department of Epidemiology and Medical Statistics, Faculty of Public Health, 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 (CDDDP), Faculty of Pharmacy, University of Ibadan, Ibadan, Nigeria.
| | - Adeniyi Olagunju
- Department of Pharmacology and Therapeutics, University of Liverpool, Liverpool, UK
| | - Andrew Owen
- Department of Pharmacology and Therapeutics, University of Liverpool, Liverpool, UK
| | - Saye H Khoo
- Department of Pharmacology and Therapeutics, University of Liverpool, Liverpool, UK
| | - Olayinka A Kotila
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Ibadan, Ibadan, Nigeria
- Centre for Drug Discovery Development and Production (CDDDP), Faculty of Pharmacy, University of Ibadan, Ibadan, Nigeria
| | - Baiba Berzins
- Division of Infectious Diseases and Institute for Global Health, Northwestern University, Chicago, USA
| | - Hideaki Okochi
- Division of HIV, Infectious Diseases, and Global Medicine, University of California, San Francisco, USA
| | - Regina Tallerico
- Division of HIV, Infectious Diseases, and Global Medicine, University of California, San Francisco, USA
| | - Monica Gandhi
- Division of HIV, Infectious Diseases, and Global Medicine, University of California, San Francisco, USA
| | - Babafemi Taiwo
- Division of Infectious Diseases and Institute for Global Health, Northwestern University, Chicago, USA
| |
Collapse
|
2
|
Zijp TR, Izzah Z, Åberg C, Gan CT, Bakker SJL, Touw DJ, van Boven JFM. Clinical Value of Emerging Bioanalytical Methods for Drug Measurements: A Scoping Review of Their Applicability for Medication Adherence and Therapeutic Drug Monitoring. Drugs 2021; 81:1983-2002. [PMID: 34724175 PMCID: PMC8559140 DOI: 10.1007/s40265-021-01618-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/26/2021] [Indexed: 12/05/2022]
Abstract
INTRODUCTION Direct quantification of drug concentrations allows for medication adherence monitoring (MAM) and therapeutic drug monitoring (TDM). Multiple less invasive methods have been developed in recent years: dried blood spots (DBS), saliva, and hair analyses. AIM To provide an overview of emerging drug quantification methods for MAM and TDM, focusing on the clinical validation of methods in patients prescribed chronic drug therapies. METHODS A scoping review was performed using a systematic search in three electronic databases covering the period 2000-2020. Screening and inclusion were performed by two independent reviewers in Rayyan. Data from the articles were aggregated in a REDCap database. The main outcome was clinical validity of methods based on study sample size, means of cross-validation, and method description. Outcomes were reported by matrix, therapeutic area and application (MAM and/or TDM). RESULTS A total of 4590 studies were identified and 175 articles were finally included; 57 on DBS, 66 on saliva and 55 on hair analyses. Most reports were in the fields of neurological diseases (37%), infectious diseases (31%), and transplantation (14%). An overview of clinical validation was generated of all measured drugs. A total of 62 drugs assays were applied for MAM and 131 for TDM. CONCLUSION MAM and TDM are increasingly possible without traditional invasive blood sampling: the strengths and limitations of DBS, saliva, and hair differ, but all have potential for valid and more convenient drug monitoring. To strengthen the quality and comparability of future evidence, standardisation of the clinical validation of the methods is recommended.
Collapse
Affiliation(s)
- Tanja R Zijp
- University of Groningen, University Medical Center Groningen, Department of Clinical Pharmacy and Pharmacology, Groningen, The Netherlands
| | - Zamrotul Izzah
- University of Groningen, University Medical Center Groningen, Department of Clinical Pharmacy and Pharmacology, Groningen, The Netherlands
- Department of Pharmacy Practice, Faculty of Pharmacy, Universitas Airlangga, Surabaya, Indonesia
- University of Groningen, Groningen Research Institute of Pharmacy, Department of Pharmaceutical Analysis, Groningen, The Netherlands
| | - Christoffer Åberg
- University of Groningen, Groningen Research Institute of Pharmacy, Department of Pharmaceutical Analysis, Groningen, The Netherlands
| | - C Tji Gan
- University of Groningen, University Medical Center Groningen, Respiratory Diseases and Lung Transplantation, Groningen, The Netherlands
| | - Stephan J L Bakker
- University of Groningen, University Medical Center Groningen, Department of Internal Medicine, Division of Nephrology, Groningen, The Netherlands
| | - Daan J Touw
- University of Groningen, University Medical Center Groningen, Department of Clinical Pharmacy and Pharmacology, Groningen, The Netherlands.
- University of Groningen, Groningen Research Institute of Pharmacy, Department of Pharmaceutical Analysis, Groningen, The Netherlands.
- Medication Adherence Expertise Center of the Northern Netherlands (MAECON), Groningen, The Netherlands.
| | - Job F M van Boven
- University of Groningen, University Medical Center Groningen, Department of Clinical Pharmacy and Pharmacology, Groningen, The Netherlands
- Medication Adherence Expertise Center of the Northern Netherlands (MAECON), Groningen, The Netherlands
| |
Collapse
|
3
|
Zhang Q, Li X, Qiao S, Shen Z, Zhou Y. Factors influencing hair lamivudine concentration among people living with HIV in Guangxi, China. Antivir Ther 2021; 25:143-149. [PMID: 32478676 DOI: 10.3851/imp3360] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/29/2020] [Indexed: 10/24/2022]
Abstract
BACKGROUND Hair antiretroviral concentration has served as an innovative and objective measure of antiretroviral adherence. However, some factors (for example, pharmacokinetics and hair characteristics) may contribute to the variability of hair antiretroviral concentration that may threaten the validity and reliability of the hair measure as a biomarker of adherence. This study aimed to examine the potential factors that may influence the measure of hair antiretroviral concentration. METHODS Hair samples from a cohort of 372 people living with HIV (PLHIV) receiving lamivudine (300 mg/day) in Guangxi, China. Lamivudine concentration was analysed using liquid chromatography-tandem mass spectrometry. Multivariable linear regression was used to evaluate the associations of hair lamivudine concentration with age, sex, ethnicity, height, weight, body mass index, duration of HIV diagnosis, duration of current regimen, dosing schedule, concomitant antiretroviral medications, frequency of hair washing, hair care products use, hair cosmetic treatment and self-reported adherence. RESULTS Multivariable models revealed that frequency of hair washing (β=-0.221, P=0.001), dosing schedule (β=0.141, P=0.036) and self-reported adherence (β=0.160, P=0.002) were associated with hair lamivudine concentration. CONCLUSIONS We observed that, among those potential factors, hair lamivudine concentration was influenced by frequency of hair washing and dosing schedule. Therefore, frequency of hair washing and dosing schedule should be considered in future research using hair lamivudine concentration as a measure of lamivudine exposure and biomarker of adherence.
Collapse
Affiliation(s)
- Quan Zhang
- South Carolina SmartState Center for Healthcare Quality (CHQ), Arnold School of Public Health, University of South Carolina, Columbia, SC, USA.,Institute of Pedagogy and Applied Psychology, School of Public Administration, Hohai University, Nanjing, China
| | - Xiaoming Li
- South Carolina SmartState Center for Healthcare Quality (CHQ), Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Shan Qiao
- South Carolina SmartState Center for Healthcare Quality (CHQ), Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Zhiyong Shen
- Guangxi Zhuang Autonomous Region Center for Disease Control and Prevention, Nanning, China
| | - Yuejiao Zhou
- Guangxi Zhuang Autonomous Region Center for Disease Control and Prevention, Nanning, China
| |
Collapse
|
4
|
Nwogu JN, Gandhi M, Owen A, Khoo SH, Taiwo B, Olagunju A, Berzins B, Okochi H, Tallerico R, Robertson K, Babalola CP. Associations between efavirenz concentrations, pharmacogenetics and neurocognitive performance in people living with HIV in Nigeria. AIDS 2021; 35:1919-1927. [PMID: 34115651 PMCID: PMC8462442 DOI: 10.1097/qad.0000000000002984] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 04/13/2021] [Accepted: 05/20/2021] [Indexed: 01/11/2023]
Abstract
OBJECTIVE Efavirenz (EFV) use is associated with neuropsychiatric side effects, which may include poor neurocognitive performance. We evaluated single nucleotide polymorphisms in genes that contribute to EFV pharmacokinetics and examined them in association with EFV concentrations in plasma and hair, as well as neurocognitive performance. DESIGN Cross-sectional study in which adults with HIV receiving 600-mg EFV for at least 2 months were recruited and paired hair and dried blood spots (DBS) samples collected. METHODS Participants (N = 93, 70.3% female) were genotyped for seven single nucleotide polymorphisms in CYP2B6, NRII3 and ABCB1 using DBS. EFV was quantified in DBS and hair using validated liquid-chromatography-tandem-mass-spectrometry methods, with plasma EFV concentrations derived from DBS levels. Participants were also administered a neurocognitive battery of 10 tests (seven domains) that assessed total neurocognitive functioning. RESULTS Strong correlation (r = 0.66, P < 0.001) was observed between plasma and hair EFV concentrations. The median (interquartile range) hair EFV concentration was 6.85 ng/mg (4.56-10.93). CYP2B6 516G>T, (P < 0.001) and CYP2B6 983T>C (P = 0.001) were each associated with hair EFV concentrations. Similarly, 516G>T (P < 0.001) and 983T>C (P = 0.009) were significantly associated with plasma EFV concentration. No other genetic associations were observed. Contrary to other studies, total neurocognitive performance was significantly associated with plasma EFV concentrations (r = 0.23, P = 0.043) and 983T>C genotype (r = 0.38, P < 0.0005). CONCLUSION This study demonstrated approximately three-fold and two-fold higher EFV plasma and hair concentrations, respectively, among CYP2B6 516TT compared with 516GG. Higher EFV concentrations were associated with better neurocognitive performance, requiring further study to elucidate the relationships between adherence, adverse effects and outcomes.
Collapse
Affiliation(s)
- Jacinta N. Nwogu
- Department of Pharmaceutical Chemistry
- Centre for Drug Discovery, Development and Production (CDDDP), Faculty of Pharmacy, University of Ibadan, Ibadan, Nigeria
| | - Monica Gandhi
- Division of HIV, Infectious Diseases, and Global Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Andrew Owen
- Department of Pharmacology and Therapeutics, University of Liverpool, Liverpool, UK
| | - Saye H. Khoo
- Department of Pharmacology and Therapeutics, University of Liverpool, Liverpool, UK
| | - Babafemi Taiwo
- Division of Infectious Diseases and Center for Global Health, Northwestern University, Chicago, Illinois, USA
| | - Adeniyi Olagunju
- Department of Pharmacology and Therapeutics, University of Liverpool, Liverpool, UK
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Obafemi Awolowo University, Ile-Ife, Nigeria
| | - Baiba Berzins
- Division of Infectious Diseases and Center for Global Health, Northwestern University, Chicago, Illinois, USA
| | - Hideaki Okochi
- Division of HIV, Infectious Diseases, and Global Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Regina Tallerico
- Division of HIV, Infectious Diseases, and Global Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Kevin Robertson
- Department of Neurology, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Chinedum P. Babalola
- Department of Pharmaceutical Chemistry
- Centre for Drug Discovery, Development and Production (CDDDP), Faculty of Pharmacy, University of Ibadan, Ibadan, Nigeria
| |
Collapse
|
5
|
Herbertson EC, Lahiri CD, Nwogu JN, Soremekun RO, Olugbake OA, Ezechi OC, Akanmu AS, Gandhi M. High Acceptability of Donating Hair and Other Biological Samples for Research Among People Living with HIV in an Outpatient Clinic in Lagos, Nigeria. AIDS Res Hum Retroviruses 2021; 37:676-682. [PMID: 33687274 PMCID: PMC8501468 DOI: 10.1089/aid.2020.0214] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Willingness to donate hair samples is a rate-limiting step for assaying antiretroviral (ARV) concentrations in hair, an emerging technique for HIV prevention and treatment monitoring. We surveyed ethnically diverse Nigerians to determine their willingness to donate hair for biomedical research. A cross-sectional survey of people living with HIV on ARV therapy (ART) was conducted at the HIV clinic of Nigerian Institute of Medical Research, using systematic sampling. The researcher-administered questionnaire was designed to capture sociodemographic data, length of time on ART, and willingness to donate hair. Univariate analysis was performed on sociodemographic characteristics, and independent-samples t-test and chi-square tests were used for bivariate analysis. Multivariable logistic regression analysis was performed to assess factors associated with willingness to donate hair samples, with a significance level of 0.05. Of the 398 participants enrolled in the study, 258 (64.8%) were female, the average age was 40 years (±9.8), and the average time spent on ART was 7.3 years (±4.2). More than half (64.8%) of the respondents were willing to donate hair samples for biomedical research and they were 1.5 times more likely to donate hair than blood. For one-third of the participants, the anticipated benefit from the eventual research findings was the primary motivation to donate hair samples. Fear of use of hair for rituals was the most common stated reason for unwillingness to donate hair samples (21.2%). In an ethnically diverse, urban-based Nigerian study population, nearly two-thirds of the participants were willing to donate hair samples for biomedical research. These findings support the feasibility of hair sampling for future HIV clinical research conducted within Nigeria.
Collapse
Affiliation(s)
- Ebiere C. Herbertson
- Clinical Sciences Department, Nigerian Institute of Medical Research, Lagos, Nigeria
- Emory-Nigeria HIV Research Training Program, Lagos, Nigeria
- Department of Clinical Pharmacy and Biopharmacy, University of Lagos, Lagos, Nigeria
| | - Cecile D. Lahiri
- Emory-Nigeria HIV Research Training Program, Lagos, Nigeria
- Division of Infectious Diseases, Department of Medicine, Emory University, Atlanta, Georgia, USA
| | - Jacinta N. Nwogu
- Department of Pharmaceutical Chemistry, University of Ibadan, Ibadan, Nigeria
| | - Rebecca O. Soremekun
- Department of Clinical Pharmacy and Biopharmacy, University of Lagos, Lagos, Nigeria
| | - Olubusola A. Olugbake
- Department of Clinical Pharmacy and Biopharmacy, University of Lagos, Lagos, Nigeria
| | - Oliver C. Ezechi
- Clinical Sciences Department, Nigerian Institute of Medical Research, Lagos, Nigeria
- Emory-Nigeria HIV Research Training Program, Lagos, Nigeria
| | | | - Monica Gandhi
- Division of HIV, Infectious Diseases, and Global Medicine, University of California, San Francisco, California, USA
| |
Collapse
|
6
|
Mavhandu-Ramarumo LG, Tambe LAM, Matume ND, Katerere D, Bessong PO. Undisclosed exposure to antiretrovirals prior to treatment initiation: An exploratory analysis. South Afr J HIV Med 2021; 22:1200. [PMID: 33936791 PMCID: PMC8063556 DOI: 10.4102/sajhivmed.v22i1.1200] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Accepted: 02/19/2021] [Indexed: 11/01/2022] Open
Abstract
Background The proportion of individuals with a history of exposure ('pre-exposure') to antiretrovirals (ARVs) prior to formal initiation into antiretroviral treatment (ART) is unknown. Objectives This study describes the detection of ARVs in plasma and/or hair, of persons who self-reported no pre-exposure to ART at their first-time initiation onto ART in three clinics in the province of Limpopo, South Africa (SA). Method Concentrations of tenofovir (TDF), emtricitabine (FTC) and efavirenz (EFV) in the plasma and hair of individuals initiating ART were analysed using a validated liquid chromatography tandem mass spectrometry (LC-MS/MS) method. Next generation sequences of HIV polymerase gene were analysed with Geneious software 11.15, and drug resistance (DR) mutations were determined according to the Stanford HIV Drug-Resistance database. Participants' demographic data were collected on a structured questionnaire. Data that describe prior exposure to ARV were also collected by this self-reporting method. Results Paired blood and hair samples were collected from 77 individuals newly initiated onto ART from 2017 to 2019. We detected at least one of the drugs in the plasma or hair of 41/77 (53.2%) patients who responded with a 'no' to the question 'have you received ARVs before initiation onto ART?' Thirty-one participants (n = 31/77, 40.3%) had TDF in either plasma or hair. Emtricitabine and EFV were found in the plasma or hair of 12/77 (15.6%) and 25/77 (32.4%) of participants respectively. Six (n = 6/77, 7.792%) had all three ARVs in plasma or hair. Prevalence of DR mutations at the > 5% significance threshold level in those known to have had ARV-exposure determined by LC-MS/MS prior to ART-initiation was not significant (χ2 = 0.798; p = 0.372), when compared to those who had no prior exposure but still showed DR. Conclusion Antiretroviral levels in the hair of individuals initiating treatment imply prolonged prior-exposure to that ARV. The presence of ARV in plasma and hair of persons living with HIV (PLWH) who deny ARV-use, requires an explanation. A larger study at multiple sites and regular DR surveillance of ART-naïve PLWH will be necessary to confirm the generalisability of these findings to the wider South African population.
Collapse
Affiliation(s)
- Lufuno G Mavhandu-Ramarumo
- HIV/AIDS and Global Health Research Programme, Department of Microbiology, School of Mathematical and Natural Sciences, University of Venda, Thohoyandou, South Africa
| | - Lisa A M Tambe
- HIV/AIDS and Global Health Research Programme, Department of Microbiology, School of Mathematical and Natural Sciences, University of Venda, Thohoyandou, South Africa
| | - Nontokozo D Matume
- HIV/AIDS and Global Health Research Programme, Department of Microbiology, School of Mathematical and Natural Sciences, University of Venda, Thohoyandou, South Africa
| | - David Katerere
- Department of Pharmaceutical Sciences, Faculty of Pharmaceutical Science, Tshwane University of Technology, Pretoria, South Africa
| | - Pascal O Bessong
- HIV/AIDS and Global Health Research Programme, Department of Microbiology, School of Mathematical and Natural Sciences, University of Venda, Thohoyandou, South Africa.,Center for Global Health Equity, University of Virginia, Charlottesville, United States of America
| |
Collapse
|
7
|
Tang JH, Davis NL, Corbett AH, Chinula L, Cottrell ML, Zia Y, Tegha G, Stanczyk FZ, Hurst S, Hosseinipour MC, Haddad LB, Kourtis AP. Effect of efavirenz on levonorgestrel concentrations among Malawian levonorgestrel implant users for up to 30 months of concomitant use: a subanalysis of a randomized clinical trial. Contracept X 2020; 2:100027. [PMID: 33364598 PMCID: PMC7752709 DOI: 10.1016/j.conx.2020.100027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2019] [Revised: 05/18/2020] [Accepted: 05/19/2020] [Indexed: 11/25/2022] Open
Abstract
Objectives Our primary objective was to compare geometric mean levonorgestrel concentrations between levonorgestrel implant users who were or were not taking the antiretroviral efavirenz, for up to 30 months after implant initiation. Our secondary objective was to evaluate the pregnancy rate among levonorgestrel implant users on efavirenz. Study design We performed a subanalysis of 42 Malawian women randomized to initiate the levonorgestrel implant as part of a parent randomized clinical trial. Our subset included 30 HIV-infected women taking efavirenz and 12 HIV-uninfected women not taking efavirenz. They underwent urine pregnancy testing every 3 months and serum levonorgestrel testing at day 3 and months 1, 3, 6, 12, 18, 24, 27 and 30 after implant initiation. Geometric mean levonorgestrel concentrations were calculated for efavirenz users and non-efavirenz users at each time point. Results The geometric mean levonorgestrel concentrations were lower for efavirenz users than non-efavirenz users at every time point; the geometric mean ratio for efavirenz users:non-efavirenz users ranged from 0.60 [90% confidence interval (CI) 0.46–0.79] at 1 month to 0.27 (90% CI 0.12–0.61) at 30 months after implant insertion. No pregnancies occurred over 60 woman-years of concomitant levonorgestrel implant and efavirenz use, although 11 women had levonorgestrel concentrations < 180 pg/mL (the previously suggested minimum threshold concentration for efficacy). Conclusions Efavirenz users had lower levonorgestrel concentrations than non-efavirenz users, and one third of our concomitant efavirenz and levonorgestrel implant users had concentrations < 180 pg/mL. Continued evaluation of the contraceptive efficacy of the levonorgestrel implant may be needed for efavirenz users. Implications Among 42 Malawian women using the levonorgestrel implant for contraception, women who were taking the antiretroviral efavirenz had lower serum levonorgestrel concentrations than women who were not taking efavirenz. However, none of the women who were taking efavirenz became pregnant over 60 women-years of follow-up.
Collapse
Affiliation(s)
- Jennifer H Tang
- University of North Carolina at Chapel Hill, 111 Mason Farm Road, CB #7577; Chapel Hill, NC, 27599-7577, USA.,UNC Project Malawi, 100 Mzimba Drive, Private Bag A104, Lilongwe, Malawi
| | - Nicole L Davis
- US Centers for Disease Control and Prevention, 1600 Clifton Road, Atlanta, GA, 30329, USA
| | - Amanda H Corbett
- University of North Carolina at Chapel Hill, 111 Mason Farm Road, CB #7577; Chapel Hill, NC, 27599-7577, USA
| | - Lameck Chinula
- University of North Carolina at Chapel Hill, 111 Mason Farm Road, CB #7577; Chapel Hill, NC, 27599-7577, USA.,UNC Project Malawi, 100 Mzimba Drive, Private Bag A104, Lilongwe, Malawi
| | - Mackenzie L Cottrell
- University of North Carolina at Chapel Hill, 111 Mason Farm Road, CB #7577; Chapel Hill, NC, 27599-7577, USA
| | - Yasaman Zia
- US Centers for Disease Control and Prevention, 1600 Clifton Road, Atlanta, GA, 30329, USA
| | - Gerald Tegha
- UNC Project Malawi, 100 Mzimba Drive, Private Bag A104, Lilongwe, Malawi
| | - Frank Z Stanczyk
- University of Southern California, Keck School of Medicine, Reproductive Endocrine Research Laboratory, 1321 N. Mission Road, Los Angeles, CA, 90033, USA
| | - Stacey Hurst
- US Centers for Disease Control and Prevention, 1600 Clifton Road, Atlanta, GA, 30329, USA
| | - Mina C Hosseinipour
- University of North Carolina at Chapel Hill, 111 Mason Farm Road, CB #7577; Chapel Hill, NC, 27599-7577, USA.,UNC Project Malawi, 100 Mzimba Drive, Private Bag A104, Lilongwe, Malawi
| | - Lisa B Haddad
- Emory University School of Medicine, 100 Woodruff Circle, Atlanta, GA, 30322, USA
| | - Athena P Kourtis
- US Centers for Disease Control and Prevention, 1600 Clifton Road, Atlanta, GA, 30329, USA
| |
Collapse
|
8
|
Reckers A, Huo S, Esmail A, Dheda K, Bacchetti P, Gandhi M, Metcalfe J, Gerona R. Development and validation of a liquid chromatography-tandem mass spectrometry method for quantifying delamanid and its metabolite in small hair samples. J Chromatogr B Analyt Technol Biomed Life Sci 2020; 1169:122467. [PMID: 33713954 DOI: 10.1016/j.jchromb.2020.122467] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 10/30/2020] [Accepted: 11/19/2020] [Indexed: 11/28/2022]
Abstract
New all-oral regimens for rifampin-resistant tuberculosis (RR-TB) are being scaled up globally. Measurement of drug concentrations in hair assesses long-term drug exposure. Delamanid (DLM) is likely to be a key component of future RR-TB treatment regimens, but a method to describe its quantification in hair via liquid chromatography-tandem mass spectrometry (LC-MS/MS) has not previously been described. We developed and validated a simple, fast, sensitive, and accurate LC-MS/MS method for quantifying DLM and its metabolite DM-6705 in small hair samples. We pulverized and extracted two milligrams of hair in methanol at 37 °C for two hours, and diluted 1:1 with water. A gradient elution method eluted DLM, DM-6705, and the internal standard OPC 14714 within 3 min, bringing overall analysis time to 5.5 min. The method has limits of detection (LOD) of 0.0003 ng/mg for DLM and 0.003 ng/mg for DM-6705. The established linear dynamic ranges are 0.003-2.1 ng/mg and 0.03-21 ng/mg for DLM and DM-6705, respectively. Eleven of 12 participant hair samples had concentrations within DLM's linear dynamic range, while all 12 samples had concentrations within the quantifiable range for DM-6705. The ranges of concentrations observed in these clinical samples for DLM and DM-6705 were 0.004-0.264 ng/mg hair and 0.412-12.041 ng/mg hair respectively. We demonstrate that while DLM was detected in hair at very low levels, its primary metabolite DM-6705 had levels approximately 100 times higher. Measuring DM-6705 in hair may accurately reflect long-term adherence to DLM-containing regimens for drug-resistant TB.
Collapse
Affiliation(s)
- Andrew Reckers
- Center for Reproductive Sciences, Department of Obstetrics, Gynecology and Reproductive Sciences, University of California, San Francisco (UCSF), United States
| | - Stella Huo
- Division of Pulmonary and Critical Care Medicine, Zuckerberg San Francisco General Hospital and Trauma Center, UCSF, United States
| | - Ali Esmail
- Lung Infection and Immunity Unit, Division of Pulmonology, University of Cape Town, Cape Town, South Africa
| | - Keertan Dheda
- Lung Infection and Immunity Unit, Division of Pulmonology, University of Cape Town, Cape Town, South Africa
| | - Peter Bacchetti
- Department of Epidemiology and Biostatistics, UCSF, United States
| | - Monica Gandhi
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine, UCSF, United States
| | - John Metcalfe
- Division of Pulmonary and Critical Care Medicine, Zuckerberg San Francisco General Hospital and Trauma Center, UCSF, United States.
| | - Roy Gerona
- Center for Reproductive Sciences, Department of Obstetrics, Gynecology and Reproductive Sciences, University of California, San Francisco (UCSF), United States.
| |
Collapse
|
9
|
Pallerla SR, Elion Assiana DO, Linh LTK, Cho FN, Meyer CG, Fagbemi KA, Adegnika AA, Beng VP, Achidi EA, Kahunu GM, Bates M, Grobusch MP, Kremsner PG, Ntoumi F, Velavan TP. Pharmacogenetic considerations in the treatment of co-infections with HIV/AIDS, tuberculosis and malaria in Congolese populations of Central Africa. Int J Infect Dis 2020; 104:207-213. [PMID: 33310105 DOI: 10.1016/j.ijid.2020.12.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 11/30/2020] [Accepted: 12/04/2020] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND HIV-infection, tuberculosis and malaria are the big three communicable diseases that plague sub-Saharan Africa. If these diseases occur as co-morbidities they require polypharmacy, which may lead to severe drug-drug-gene interactions and variation in adverse drug reactions, but also in treatment outcomes. Polymorphisms in genes encoding drug-metabolizing enzymes are the major cause of these variations, but such polymorphisms may support the prediction of drug efficacy and toxicity. There is little information on allele frequencies of pharmacogenetic variants of enzymes involved in the metabolism of drugs used to treat HIV-infection, TB and malaria in the Republic of Congo (ROC). The aim of this study was therefore to investigate the occurrence and allele frequencies of 32 pharmacogenetic variants localized in absorption distribution, metabolism and excretion (ADME) and non-ADME genes and to compare the frequencies with population data of Africans and non-Africans derived from the 1000 Genomes Project. RESULTS We found significant differences in the allele frequencies of many of the variants when comparing the findings from ROC with those of non-African populations. On the other hand, only a few variants showed significant differences in their allele frequencies when comparing ROC with other African populations. In addition, considerable differences in the allele frequencies of the pharmacogenetic variants among the African populations were observed. CONCLUSIONS The findings contribute to the understanding of pharmacogenetic variants involved in the metabolism of drugs used to treat HIV-infection, TB and malaria in ROC and their diversity in different populations. Such knowledge helps to predict drug efficacy, toxicity and ADRs and to inform individual and population-based decisions.
Collapse
Affiliation(s)
- Srinivas Reddy Pallerla
- Institute of Tropical Medicine, University of Tübingen, Wilhelmstrasse 27, 72074 Tübingen, Germany; Vietnamese-German Center for Medical Research, VG-CARE, Hanoi, Viet Nam
| | - Darrel Ornelle Elion Assiana
- Fondation Congolaise pour la Recherche Médicale (FCRM), Brazzaville, Congo; Faculty of Sciences and Technology, University Marien Ngouabi, Brazzaville, Congo
| | - Le Thi Kieu Linh
- Institute of Tropical Medicine, University of Tübingen, Wilhelmstrasse 27, 72074 Tübingen, Germany; Vietnamese-German Center for Medical Research, VG-CARE, Hanoi, Viet Nam
| | - Frederick Nchang Cho
- Institute of Tropical Medicine, University of Tübingen, Wilhelmstrasse 27, 72074 Tübingen, Germany; Department of Biochemistry and Molecular Biology, Faculty of Science, Laboratory of Infectious Diseases, Faculty of Health Sciences, University of Buea, Buea, Cameroon
| | - Christian G Meyer
- Institute of Tropical Medicine, University of Tübingen, Wilhelmstrasse 27, 72074 Tübingen, Germany; Vietnamese-German Center for Medical Research, VG-CARE, Hanoi, Viet Nam; Faculty of Medicine, Duy Tan University, Da Nang, Viet Nam
| | - Kaossarath Adédjokè Fagbemi
- Institute of Tropical Medicine, University of Tübingen, Wilhelmstrasse 27, 72074 Tübingen, Germany; Department of Biomedical Sciences, Laboratory of Cytogenetics and Medical Genetics, Faculty of Health Sciences, University of Abomey-Calavi, Benin
| | - Ayola Akim Adegnika
- Institute of Tropical Medicine, University of Tübingen, Wilhelmstrasse 27, 72074 Tübingen, Germany; Centre de Recherches Medicales de Lambarene, Lambarene, Gabon
| | - Véronique Penlap Beng
- Department of Biochemistry, Faculty of Science, University of Yaoundé 1, Yaoundé, Cameroon
| | - Eric A Achidi
- Department of Biochemistry and Molecular Biology, Faculty of Science, Laboratory of Infectious Diseases, Faculty of Health Sciences, University of Buea, Buea, Cameroon
| | - Gauthier Mesia Kahunu
- Unit of Clinical Pharmacology and Pharmacovigilance, University of Kinshasa, Kinshasa, Democratic Republic of the Congo
| | - Mathew Bates
- School of Life Sciences, University of Lincoln, Lincoln, United Kingdom
| | - Martin P Grobusch
- Institute of Tropical Medicine, University of Tübingen, Wilhelmstrasse 27, 72074 Tübingen, Germany; Centre de Recherches Medicales de Lambarene, Lambarene, Gabon; Center for Tropical Medicine and Travel Medicine, Department of Infectious Diseases, Amsterdam University Medical Centers, University of Amsterdam, The Netherlands
| | - Peter G Kremsner
- Institute of Tropical Medicine, University of Tübingen, Wilhelmstrasse 27, 72074 Tübingen, Germany; Centre de Recherches Medicales de Lambarene, Lambarene, Gabon
| | - Francine Ntoumi
- Institute of Tropical Medicine, University of Tübingen, Wilhelmstrasse 27, 72074 Tübingen, Germany; Fondation Congolaise pour la Recherche Médicale (FCRM), Brazzaville, Congo; Faculty of Sciences and Technology, University Marien Ngouabi, Brazzaville, Congo
| | - Thirumalaisamy P Velavan
- Institute of Tropical Medicine, University of Tübingen, Wilhelmstrasse 27, 72074 Tübingen, Germany; Vietnamese-German Center for Medical Research, VG-CARE, Hanoi, Viet Nam; Fondation Congolaise pour la Recherche Médicale (FCRM), Brazzaville, Congo; Faculty of Medicine, Duy Tan University, Da Nang, Viet Nam.
| |
Collapse
|
10
|
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: 86] [Impact Index Per Article: 21.5] [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.
Collapse
|
11
|
Zhang Q, Li X, Qiao S, Shen Z, Zhou Y. Comparing self-reported medication adherence measures with hair antiretroviral concentration among people living with HIV in Guangxi, China. AIDS Res Ther 2020; 17:8. [PMID: 32122394 PMCID: PMC7053048 DOI: 10.1186/s12981-020-00265-4] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Accepted: 02/21/2020] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Antiretroviral adherence is essential to HIV treatment efficacy. Various self-reported measures are commonly used for assessing antiretroviral adherence. Limited data are available regarding the validity of those self-reported measures in comparison with long-term objective biomarkers of adherence measures such as hair measures. METHODS Self-reported adherence (frequency, percentage, and visual analog scale [VAS]) and hair tenofovir concentration were evaluated at a single time point from 268 people living with HIV in China. The responses to each of three self-reported measures were converted into percentage and then dichotomized as "optimal" (100%) vs. "suboptimal" (less than 100%) adherence. Two composite adherence scores (CAS) were created from the three self-reported measures: (1) an overall adherence was the average percentage of the three self-reported measures; (2) responses were termed optimal adherence if participants reporting optimal adherence in all three self-reported measures, while were termed suboptimal adherence. Hair tenofovir concentration was also dichotomized as "optimal" (above the limit of quantitation, 36 pg/mg) vs. "suboptimal" adherence (blow 36 pg/mg). Spearman correlation, kappa statistics, and logistic regression analysis were used to calculate the correlations, agreements, and predictions of self-reported measures with hair measure, respectively. RESULTS Overall adherence, but any of the three self-reported adherence, was correlated with hair tenofovir concentration (r = 0.13, p < 0.05). Self-reported optimal adherence in VAS and CAS measures were agreed with and predicted optimal adherence assessed by hair measure (Kappa = 0.107, adjusted OR = 1.88, 95% CI 1.03-3.45; Kappa = 0.109, adjusted OR = 1.80, 95% CI 1.02-3.18; all p < 0.05, respectively). CONCLUSION VAS may be a good individual self-reported measure for antiretroviral adherence, and CAS may be a good composite self-reported measure for antiretroviral adherence.
Collapse
Affiliation(s)
- Quan Zhang
- South Carolina SmartState Center for Healthcare Quality (CHQ), Arnold School of Public Health, University of South Carolina, Discovery I, 915 Greene Street, Columbia, SC, 29028, USA.
- Institute of Pedagogy and Applied Psychology, School of Public Administration, Hohai University, Nanjing, Jiangsu, China.
| | - Xiaoming Li
- South Carolina SmartState Center for Healthcare Quality (CHQ), Arnold School of Public Health, University of South Carolina, Discovery I, 915 Greene Street, Columbia, SC, 29028, USA
| | - Shan Qiao
- South Carolina SmartState Center for Healthcare Quality (CHQ), Arnold School of Public Health, University of South Carolina, Discovery I, 915 Greene Street, Columbia, SC, 29028, USA
| | - Zhiyong Shen
- Guangxi Zhuang Autonomous Region Center for Disease Control and Prevention, Nanning, Guangxi, China
| | - Yuejiao Zhou
- Guangxi Zhuang Autonomous Region Center for Disease Control and Prevention, Nanning, Guangxi, China
| |
Collapse
|
12
|
Correlation of Linezolid Hair Concentrations with Plasma Exposure in Patients with Drug-Resistant Tuberculosis. Antimicrob Agents Chemother 2020; 64:AAC.02145-19. [PMID: 31932382 DOI: 10.1128/aac.02145-19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
|
13
|
Tamraz B, Huang Y, French AL, Kassaye S, Anastos K, Nowicki MJ, Gange S, Gustafson DR, Bacchetti P, Greenblatt RM, Hysi PG, Aouizerat BE. Association of Pharmacogenetic Markers With Atazanavir Exposure in HIV-Infected Women. Clin Pharmacol Ther 2020; 107:315-318. [PMID: 31562781 PMCID: PMC10810687 DOI: 10.1002/cpt.1605] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Accepted: 07/09/2019] [Indexed: 02/03/2023]
Abstract
SORCS2 rs73208473 was recently associated with decreased atazanavir (ATV) concentration in the hair of women with seropositive HIV. Herein, we report on a pharmacogenetic study of women with seropositive HIV demonstrating a similar association between rs73208473 and dose-adjusted plasma ATV concentration in African Americans.
Collapse
Affiliation(s)
- Bani Tamraz
- School of Pharmacy, University of California San Francisco, San Francisco, California, USA
| | - Yong Huang
- School of Pharmacy, University of California San Francisco, San Francisco, California, USA
| | - Audrey L. French
- Infectious Diseases, CORE Center/Stroger Hospital of Cook County, Chicago, Illinois, USA
| | - Seble Kassaye
- Department of Medicine, Georgetown University, Washington, DC, USA
| | - Kathryn Anastos
- Departments of Medicine and Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Marek J. Nowicki
- Department of Medicine, University of Southern California, Los Angeles, California, USA
| | - Stephen Gange
- John Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Deborah R. Gustafson
- Department of Neurology, State University of New York – Downstate Medical Center, Brooklyn, New York, USA
| | - Peter Bacchetti
- Department of Epidemiology and Biostatistics, School of Medicine, University of California, San Francisco, California, USA
| | - Ruth M. Greenblatt
- School of Pharmacy, University of California San Francisco, San Francisco, California, USA
- Department of Epidemiology and Biostatistics, School of Medicine, University of California, San Francisco, California, USA
| | - Pirro G. Hysi
- Department of Twin Research and Genetic Epidemiology, King’s College London, London, UK
- Great Ormand Street Institute for Child Health, University College London, London, UK
| | - Bradley E. Aouizerat
- Bluestone Center for Clinical Research, College of Dentistry, New York University, New York, New York, USA
| | | |
Collapse
|
14
|
Zhang Q, Qiao S, Yang X, Li X. Antiretroviral Concentration in Hair as a Measure for Antiretroviral Medication Adherence: A Systematic Review of Global Literature. AIDS Behav 2020; 24:311-330. [PMID: 30877582 DOI: 10.1007/s10461-019-02460-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
This review aims to validate hair antiretroviral concentration (HAC) as a measure for antiretroviral medication adherence. This review included 31 studies that analyzed a total of 11 ARV drugs in four different drug classes. The associations between HAC and non-pharmacokinetic measures were generally lower than the association between HAC and other pharmacokinetic measures: the correlation coefficients (r) ranged from - 0.20 to 0.38 for self-report or pill counts and 0.20 to 0.85 for electronic drug monitoring; HAC and other pharmacokinetic measures were positively correlated with the correlation coefficients (r) ranging from 0.20 to 0.72, 0.34 to 0.86, 0.50 to 0.85 for antiretroviral concentration in plasma, peripheral blood mononuclear cells, and dried blood spots, respectively. HAC was one of the strongest independent predictors of virologic responses. HAC of tenofovir was significantly associated with renal toxicity in large sample studies. This review suggests that HAC is a valid biomarker of antiretroviral medication adherence.
Collapse
Affiliation(s)
- Quan Zhang
- South Carolina SmartState Center for Healthcare Quality (CHQ), University of South Carolina Arnold School of Public Health, Discovery I, 915 Greene Street, Columbia, SC, 29028, USA.
- Institute of Pedagogy and Applied Psychology, School of Public Administration, Hohai University, Nanjing, China.
| | - Shan Qiao
- South Carolina SmartState Center for Healthcare Quality (CHQ), University of South Carolina Arnold School of Public Health, Discovery I, 915 Greene Street, Columbia, SC, 29028, USA
| | - Xueying Yang
- South Carolina SmartState Center for Healthcare Quality (CHQ), University of South Carolina Arnold School of Public Health, Discovery I, 915 Greene Street, Columbia, SC, 29028, USA
| | - Xiaoming Li
- South Carolina SmartState Center for Healthcare Quality (CHQ), University of South Carolina Arnold School of Public Health, Discovery I, 915 Greene Street, Columbia, SC, 29028, USA
| |
Collapse
|
15
|
Gerona R, Wen A, Aguilar D, Shum J, Reckers A, Bacchetti P, Gandhi M, Metcalfe J. Simultaneous analysis of 11 medications for drug resistant TB in small hair samples to quantify adherence and exposure using a validated LC-MS/MS panel. J Chromatogr B Analyt Technol Biomed Life Sci 2019; 1125:121729. [PMID: 31369929 DOI: 10.1016/j.jchromb.2019.121729] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Revised: 07/19/2019] [Accepted: 07/22/2019] [Indexed: 12/11/2022]
Affiliation(s)
- Roy Gerona
- Department of Obstetrics, Gynecology and Reproductive Sciences, TB Hair Analysis Laboratory, University of California, San Francisco (UCSF), San Francisco, CA, 94115, United States of America.
| | - Anita Wen
- Department of Obstetrics, Gynecology and Reproductive Sciences, TB Hair Analysis Laboratory, University of California, San Francisco (UCSF), San Francisco, CA, 94115, United States of America
| | - David Aguilar
- Department of Obstetrics, Gynecology and Reproductive Sciences, TB Hair Analysis Laboratory, University of California, San Francisco (UCSF), San Francisco, CA, 94115, United States of America
| | - Jamie Shum
- Department of Medicine, Hair Analysis Laboratory, University of California San Francisco (UCSF), San Francisco, CA 94143, United States of America
| | - Andrew Reckers
- Department of Obstetrics, Gynecology and Reproductive Sciences, TB Hair Analysis Laboratory, University of California, San Francisco (UCSF), San Francisco, CA, 94115, United States of America
| | - Peter Bacchetti
- Department of Epidemiology and Biostatistics, University of California San Francisco (UCSF), San Francisco, CA 94143, United States of America
| | - Monica Gandhi
- Department of Medicine, Division of HIV, Infectious Diseases, and Global Medicine, University of California San Francisco (UCSF), San Francisco, CA 94110, United States of America
| | - John Metcalfe
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, University of California San Francisco (UCSF), San Francisco, CA 94110, United States of America
| |
Collapse
|
16
|
Li Y, Wang Z, Cheng Y, Becker JT, Martin E, Levine A, Rubin LH, Sacktor N, Ragin A, Ho K. Neuropsychological changes in efavirenz switch regimens. AIDS 2019; 33:1307-1314. [PMID: 30932965 PMCID: PMC6588288 DOI: 10.1097/qad.0000000000002206] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Efavirenz is associated with side effects involving the central nervous system. However, it remains largely unknown whether switching off EFV improves neuropsychological performance. METHODS We utilized data from the Multicenter AIDS Cohort Study (MACS). Participants were categorized by their use of EFV: never on EFV (No EFV), continuously on EFV (No Switch-OFF) and on EFV and then switched off (Switch-OFF). Baseline time points were defined as visits when first neuropsychological data were available. In Analysis 1, we compared neuropsychological and Center for Epidemiological Studies-Depression Scale (CES-D) scores before and after EFV switch in Switch-OFF group, aligning participants at the time of switch. Analysis 2 evaluated trajectory of neuropsychological/CES-D score among the three groups. RESULTS This analysis included 1989 HIV-seropositive participants with neuropsychological data (1675 in No EFV, 44 in No Switch-OFF, and 270 in Switch-OFF group). At baseline, participants had a median age of 37 years, median CD4 cell count 442 cells/μl, and 22.9% viral suppression rate. In Analysis 1, neuropsychological and CES-D scores did not show clinically significant changes over 2 years prior to and 4 years after switch in Switch-OFF group. In Analysis 2, trends in neuropsychological and CES-D scores in the three different groups did not show significant differences during a median of 3.2 years of follow-up. CONCLUSION Discontinuation of EFV is not associated with changes in neuropsychological performance or severity of depression in men. Furthermore, we did not observe differences among participants who were never on EFV, continuously on EFV, and on EFV and then switched off.
Collapse
Affiliation(s)
- Yijia Li
- University of Pittsburgh School of Medicine
| | | | - Yu Cheng
- Department of Statistics
- Department of Psychiatry, University of Pittsburgh, Pittsburgh
| | - James T Becker
- Department of Psychiatry, University of Pittsburgh, Pittsburgh
| | | | - Andrew Levine
- Department of Neurology, UCLA - David Geffen School of Medicine, Los Angeles
| | - Leah H Rubin
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore
| | - Ned Sacktor
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore
| | - Ann Ragin
- Feinberg School of Medicine, Northwestern University, Chicago
| | - Ken Ho
- University of Pittsburgh School of Medicine
- Division of Infectious Diseases, Department of Medicine, University of Pittsburgh, Pittsburgh, USA
| |
Collapse
|
17
|
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.
Collapse
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
| |
Collapse
|
18
|
Gandhi M, Devi S, Bacchetti P, Chandy S, Heylen E, Phung N, Kuncze K, Okochi H, Ravi KB, Kurpad AV, Ekstrand ML. Measuring Adherence to Antiretroviral Therapy via Hair Concentrations in India. J Acquir Immune Defic Syndr 2019; 81:202-206. [PMID: 30865182 PMCID: PMC6522327 DOI: 10.1097/qai.0000000000001993] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
BACKGROUND Objective adherence measures are of increasing interest in antiretroviral treatment (ART) monitoring. Hair ART levels predict virologic suppression, and hair is easy to collect and store. No previous study has examined hair levels in an India-based cohort or laboratory. METHODS Small hair samples were collected from HIV-positive participants on either efavirenz (EFV)-based or nevirapine (NVP)-based ART in a South India-based study. Hair samples were split and analyzed for EFV or NVP in the University of California, San Francisco -based Hair Analytical Laboratory and the analytic laboratory of the Division of Nutrition at St. John's Research Institute, Bangalore, India, using liquid chromatography/tandem mass spectrometry. Agreement (using Bland-Altman methods) and rank correlation between the 2 laboratories' hair levels were calculated. Rank correlation between self-reported adherence (SRA) over the previous month using a visual analog scale and hair ART levels was calculated. RESULTS Among 75 participants (38 on NVP; 37 on EFV), the correlation between NVP levels generated by the 2 laboratories was 0.66 (P < 0.0001) and between EFV levels was 0.87 (P < 0.0001). Measurements from St. John's Research Institute were usually within 20% of those from the University of California, San Francisco Hair Analytical Laboratory. SRA was essentially uncorrelated with hair antiretroviral levels for either drug (all correlations < 0.04). Hair levels showed variability in adherence although SRA was >85% in all participants. CONCLUSIONS Hair ART levels measured by both an India-based laboratory and the standard U.S.-based laboratory showed generally high agreement and correlation, demonstrating local capacity. As in many other cohorts, hair ART levels and SRA were not well-correlated, likely indicating limitations in self-report and the need for objective adherence monitoring in resource-limited settings.
Collapse
Affiliation(s)
- Monica Gandhi
- Division of HIV, Infectious Disease and Global Medicine, Department of Medicine, University of California, San Francisco (UCSF)
| | - Sarita Devi
- Division of Nutrition, St. John’s Research Institute, St. John’s National Academy of Health Sciences, Bengaluru (Bangalore), India
| | | | - Sara Chandy
- Department of Medicine, St. John’s Research Institute, St. John’s National Academy of Health Sciences, Bangalore, India
| | - Elsa Heylen
- Center for AIDS Prevention Studies, Department of Medicine, UCSF
| | - Nhi Phung
- Division of HIV, Infectious Disease and Global Medicine, Department of Medicine, University of California, San Francisco (UCSF)
| | - Karen Kuncze
- Division of HIV, Infectious Disease and Global Medicine, Department of Medicine, University of California, San Francisco (UCSF)
| | - Hideaki Okochi
- Department of Bioengineering and Therapeutic Sciences, UCSF
| | | | - Anura V. Kurpad
- Department of Physiology, St. John’s Medical College, St. John’s National Academy of Health Sciences, Bangalore, India
| | - Maria L. Ekstrand
- Department of Medicine, St. John’s Research Institute, St. John’s National Academy of Health Sciences, Bangalore, India
- Center for AIDS Prevention Studies, Department of Medicine, UCSF
| |
Collapse
|
19
|
Johnston J, Wiesner L, Smith P, Maartens G, Orrell C. Correlation of hair and plasma efavirenz concentrations in HIV-positive South Africans. South Afr J HIV Med 2019; 20:881. [PMID: 31061724 PMCID: PMC6494950 DOI: 10.4102/sajhivmed.v20i1.881] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2018] [Accepted: 02/21/2019] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Antiretroviral concentrations in hair provide a longer window of drug detection and are useful for measuring longer-term drug exposure. Efavirenz is an important component of first-line treatment in resource-limited settings, but its concentrations in hair have not been well studied. METHODS This study is a supplementary to a randomised controlled trial of an adherence intervention using an electronic adherence measuring device. Hair and plasma samples were collected from human immunodeficiency virus-positive patients in Cape Town, South Africa. Previously validated liquid chromatography tandem mass spectrometry methods were used to measure efavirenz concentrations in the collected hair and plasma samples. CYP2B6 genotyping of participants was also performed. Data analysis was performed using descriptive and comparative statistics as well as regression modelling. RESULTS Hair samples were collected from 59% of patients enrolled in the parent study. Results indicated that hair efavirenz concentrations were significantly influenced by participants' CYP2B6 metaboliser status. Median efavirenz concentrations for extensive, intermediate and slow metaboliser genotypes were 3.54 ng/mg, 5.11 ng/mg and 10.66 ng/mg, respectively. A strong correlation was observed between the efavirenz concentrations measured in hair and plasma samples (Spearman's correlation coefficients, 0.672-0.741, p < 0.0001). No relationship between hair efavirenz concentrations and virological failure or adherence measured using an electronic adherence was shown. CONCLUSION The results from this study provide further insight into the potential of using hair as a matrix for measuring antiretroviral concentrations. However, challenges experienced in collecting hair samples suggest that this adherence measure may have limited utility in an African population.
Collapse
Affiliation(s)
- Jenna Johnston
- Division of Clinical Pharmacology, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Lubbe Wiesner
- Division of Clinical Pharmacology, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Peter Smith
- Division of Clinical Pharmacology, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Gary Maartens
- Division of Clinical Pharmacology, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Catherine Orrell
- Desmond Tutu HIV Centre, Institute of Infectious Disease and Molecular Medicine, Cape Town, South Africa
- Department of Medicine, University of Cape Town, Cape Town, South Africa
| |
Collapse
|
20
|
Abstract
BACKGROUND AND OBJECTIVES Integrase strand transfer inhibitors (INSTIs), dolutegravir, elvitegravir, and raltegravir, have become integral in the treatment of HIV, with close monitoring of continued efficacy and tolerability. As side effect occurrence varies among subjects receiving these drugs, we sought to perform an exploratory analysis examining the role of several single-nucleotide polymorphisms (SNPs) on drug concentration changes, selected clinical outcomes, and the occurrence of subject-reported adverse events. METHODS Adults (aged ≥ 18 years) receiving INSTI-based regimens for treatment of HIV were recruited and genotyped with an iPLEX ADME PGx Pro v1.0 Panel. Multiple linear or logistic regression with covariates [age, sex, BMI, regimen (in the across-regimen group), regimen duration, and baseline variables (for continuous parameters)] was used to detect significant (p < 0.05) association of selected clinical data with genetic variants within the study population. RESULTS In a sample (n = 88) with a median age of 52.5 years (IQR 45.7-57.2) being predominately Caucasian (88.6%) and male (86.4%), this exploratory study discovered several associations between variables and SNPs, when using INSTIs. Abnormal dream occurrence was statistically different (p = 0.028) between regimens. Additionally, several SNPs were found to be associated with adverse event profiles primarily when all regimens were grouped together. CONCLUSION The associations found in this study point to a need for further assessment, within the population living with HIV, of factors contributing to unfavorable subject outcomes. These exploratory findings require confirmation in larger studies, which then may investigate pharmacogenetic mechanisms.
Collapse
|
21
|
Adimora AA, Ramirez C, Benning L, Greenblatt RM, Kempf MC, Tien PC, Kassaye SG, Anastos K, Cohen M, Minkoff H, Wingood G, Ofotokun I, Fischl MA, Gange S. Cohort Profile: The Women's Interagency HIV Study (WIHS). Int J Epidemiol 2019; 47:393-394i. [PMID: 29688497 DOI: 10.1093/ije/dyy021] [Citation(s) in RCA: 222] [Impact Index Per Article: 44.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/26/2018] [Indexed: 12/14/2022] Open
Affiliation(s)
- Adaora A Adimora
- Departments of Medicine and Epidemiology, University of North Carolina School of Medicine, UNC Gillings School of Global Public Health
| | - Catalina Ramirez
- Department of Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Lorie Benning
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Ruth M Greenblatt
- Departments of Clinical Pharmacology, Medicine, Epidemiology, and Biostatistics, University of California, San Francisco, CA, USA
| | | | - Phyllis C Tien
- Department of Medicine, University of California, and Department of Veteran Affairs Medical Center, San Francisco, CA, USA
| | - Seble G Kassaye
- Division of Infectious Diseases and Travel Medicine, Georgetown University, Washington, DC, USA
| | - Kathryn Anastos
- Departments of Medicine and Epidemiology and Population Health, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, USA
| | - Mardge Cohen
- Cook County Health and Hospital System and Department of Medicine, Rush University, Chicago, IL, USA
| | - Howard Minkoff
- Department of Obstetrics and Gynecology, Maimonides Medical Center, Brooklyn, NY, USA
| | - Gina Wingood
- Department of Sociomedical Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Igho Ofotokun
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - Margaret A Fischl
- Division of Infectious Diseases, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Stephen Gange
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| |
Collapse
|
22
|
Saberi P, Ming K, Legnitto D, Neilands TB, Gandhi M, Johnson MO. Feasibility and acceptability of novel methods to estimate antiretroviral adherence: A longitudinal study. PLoS One 2019; 14:e0210791. [PMID: 30645641 PMCID: PMC6333375 DOI: 10.1371/journal.pone.0210791] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Accepted: 01/02/2019] [Indexed: 11/25/2022] Open
Abstract
Due to marked reductions in morbidity and mortality, antiretroviral (ARV) adherence monitoring is of high interest. Researchers and clinicians often resort to the most feasible and cost-effective adherence methods possible, which may result in biased or inaccurate estimates and require the physical presence of a participant at a research or clinic site. The objective of our study was to evaluate the feasibility and acceptability of three objective, innovative, and remote methods to estimate ARV adherence which may be conducted with less time and financial resources in a wide range of clinic and research settings. These three methods included: (a) text-messaged photographs of pharmacy refill dates to measure refill-based adherence, (b) text-messaged photographs of ARV medications to estimate pill-count-based adherence, and (c) home-collected hair samples for the measurement of ARV concentration to determine pharmacologic-based adherence. We conducted a pilot study from March through October 2017 to examine the feasibility and acceptability of these three adherence measures and the remotely conducted study procedures in 93 adults living with HIV nationwide. From our diverse national sample of participants, 95.7% were retained until the end of the study, 89.9% sent all text messages, and 84.3% sent all hair samples. Approximately 74.2% of participants reported excellent overall experience with the study, 60.2% were very or extremely satisfied with participating in a hair collection study, and 76.3% noted extremely high likelihood of participating in a similar study including text messaging pictures of medications or refill dates. We noted high levels of feasibility and acceptability with the remote study methodology, collection of photographed and text messaged pharmacy refill dates and pill counts, and home-collected hair samples. Here we describe the feasibility and acceptability metrics, results from the exit qualitative interviews with the participants, and lessons learned. These adherence measures represent innovative approaches to expand monitoring tools for HIV treatment and prevention adherence in future research.
Collapse
Affiliation(s)
- Parya Saberi
- Department of Medicine, Division of Prevention Sciences, University of California San Francisco, San Francisco, CA, United States of America
| | - Kristin Ming
- Department of Medicine, Division of Prevention Sciences, University of California San Francisco, San Francisco, CA, United States of America
| | - Dominique Legnitto
- Department of Medicine, Division of Prevention Sciences, University of California San Francisco, San Francisco, CA, United States of America
| | - Torsten B. Neilands
- Department of Medicine, Division of Prevention Sciences, University of California San Francisco, San Francisco, CA, United States of America
| | - Monica Gandhi
- Department of Medicine, Division of HIV, Infectious Diseases, and Global Medicine, University of California San Francisco, San Francisco, CA, United States of America
| | - Mallory O. Johnson
- Department of Medicine, Division of Prevention Sciences, University of California San Francisco, San Francisco, CA, United States of America
| |
Collapse
|
23
|
Strong Correlation Between Concentrations of Antiretrovirals in Home-Collected and Study-Collected Hair Samples: Implications for Adherence Monitoring. J Acquir Immune Defic Syndr 2018; 76:e101-e103. [PMID: 28657913 PMCID: PMC5659889 DOI: 10.1097/qai.0000000000001492] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
24
|
Tamraz B, Huang Y, French AL, Kassaye S, Anastos K, Nowicki MJ, Gange S, Gustafson DR, Bacchetti P, Greenblatt RM, Hysi PG, Aouizerat BE. A Genome-Wide Association Study Identifies a Candidate Gene Associated With Atazanavir Exposure Measured in Hair. Clin Pharmacol Ther 2018; 104:949-956. [PMID: 29315502 PMCID: PMC6037621 DOI: 10.1002/cpt.1014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Revised: 12/14/2017] [Accepted: 01/03/2018] [Indexed: 12/30/2022]
Abstract
Hair provides a direct measure of long-term exposure of atazanavir (ATV). We report the results of the first genome-wide association study (GWAS) of ATV exposure measured in hair in an observational cohort representative of US women living with HIV; the Women's Interagency HIV Study. Approximately 14.1 million single nucleotide polymorphisms (SNPs) were analyzed in linear regression-based GWAS, with replication, adjusted for nongenetic predictors collected under conditions of actual use of ATV in 398 participants. Lastly, the PharmGKB database was used to identify pharmacogene associations with ATV exposure. The rs73208473, within intron 1 of SORCS2, resulted in a 0.46-fold decrease in ATV exposure, with the strongest association (P = 1.71×10-8 ) in GWAS. A priori pharmacogene screening did not identify additional variants statistically significantly associated with ATV exposure, including those previously published in ATV plasma candidate pharmacogene studies. The findings demonstrate the potential value of pharmacogenomic GWAS in ethnically diverse populations under conditions of actual use.
Collapse
Affiliation(s)
- Bani Tamraz
- University of California, San Francisco, School of Pharmacy, San Francisco, CA
| | - Yong Huang
- University of California, San Francisco, School of Pharmacy, San Francisco, CA
| | - Audrey L. French
- Infectious Diseases, CORE Center/Stroger Hospital of Cook County, Chicago, IL
| | - Seble Kassaye
- Department of Medicine, Georgetown University, Washington, DC
| | - Kathryn Anastos
- Departments of Medicine and Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY
| | - Marek J. Nowicki
- Department of Medicine, University of Southern California, Los Angeles, CA
| | - Stephen Gange
- John Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Deborah R. Gustafson
- Department of Neurology, State University of New York - Downstate Medical Center, Brooklyn, NY
| | - Peter Bacchetti
- University of California, San Francisco, School of Medicine, Department of Epidemiology and Biostatistics, San Francisco, CA
| | - Ruth M. Greenblatt
- University of California, San Francisco, School of Pharmacy, San Francisco, CA
- University of California, San Francisco, School of Medicine, Department of Epidemiology and Biostatistics, San Francisco, CA
| | - Pirro G. Hysi
- Department of Twin Research and Genetic Epidemiology, King’s College London, United Kingdom
- Great Ormand Street Institute for Child Health, University College London, United Kingdom
| | - Bradley E. Aouizerat
- Bluestone Center for Clinical Research, College of Dentistry, New York University, New York, NY
| | | |
Collapse
|
25
|
Dalwadi DA, Ozuna L, Harvey BH, Viljoen M, Schetz JA. Adverse Neuropsychiatric Events and Recreational Use of Efavirenz and Other HIV-1 Antiretroviral Drugs. Pharmacol Rev 2018; 70:684-711. [DOI: 10.1124/pr.117.013706] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
|
26
|
Polymorphisms in cytochrome P450 are associated with extensive efavirenz pharmacokinetics and CNS toxicities in an HIV cohort in Botswana. THE PHARMACOGENOMICS JOURNAL 2018; 18:678-688. [PMID: 29855606 PMCID: PMC6151142 DOI: 10.1038/s41397-018-0028-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/28/2017] [Revised: 04/03/2018] [Accepted: 04/13/2018] [Indexed: 01/11/2023]
Abstract
Inter-individual variability in efavirenz (EFV) pharmacokinetics and dynamics are dominantly driven by the polymorphism in cytochrome P450 (CYP) isoenzyme 2B6 516G>T. We hypothesized that additional CYP polymorphisms mediate the relationship between CYP2B6 516G>T, EFV metabolism, and clinical events. We investigated 21 SNPs in 814 HIV-infected adults initiating EFV-based therapy in Botswana for population pharmacokinetics, CNS toxicities, and treatment outcomes. Two SNPs (rs28399499 and rs28399433) showed reduced apparent oral EFV clearance. Four SNPs (rs2279345, rs4803417, rs4802101, and rs61663607) showed extensive clearance. Composite CYP2B-mediated EFV metabolism was significantly associated with CNS toxicity (p=0.04), with extensive metabolizers reporting more and slow and very slow metabolizers reporting less toxicity after one month compared to intermediate metabolizers. Composite CYP2B6 metabolism was not associated with composite early treatment failure. In conclusion, our data suggest that CNS-related toxicities might not be solely the result of super-therapeutic parent EFV concentrations in HIV-infected individuals in patients of African ancestry.
Collapse
|
27
|
Stillemans G, Belkhir L, Hesselink DA, Haufroid V, Elens L. Pharmacogenetic associations with cytochrome P450 in antiretroviral therapy: what does the future hold? Expert Opin Drug Metab Toxicol 2018; 14:601-611. [PMID: 29775551 DOI: 10.1080/17425255.2018.1478964] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
INTRODUCTION Several antiretroviral drugs used to treat infection with the human immunodeficiency virus (HIV) are substrates of enzymes belonging to the cytochrome P450 (CYP) superfamily, which are polymorphically expressed. It may therefore be useful to take into account the genetic variation in these enzymes to predict the likelihood of anti-HIV treatment success, toxicity and the potential for drug-drug interactions. Areas covered: In this manuscript, the authors discuss the current state of knowledge regarding pharmacogenetic associations between CYP and all major antiretrovirals, as well as the importance of these associations. Expert opinion: While many pharmacogenetic associations for CYP have been described in the literature, replication studies are sometimes lacking. The implementation of this knowledge in clinical practice also remains difficult. Further efforts are required both to expand this field of knowledge and to enable its use in everyday clinical practice.
Collapse
Affiliation(s)
- Gabriel Stillemans
- a Integrated Pharmacometrics, Pharmacogenomics and Pharmacokinetics , Louvain Drug Research Institute, Université catholique de Louvain , Brussels , Belgium.,b Louvain centre for Toxicology and Applied Pharmacology, Institut de recherche expérimentale et clinique , Université catholique de Louvain , Brussels , Belgium
| | - Leila Belkhir
- b Louvain centre for Toxicology and Applied Pharmacology, Institut de recherche expérimentale et clinique , Université catholique de Louvain , Brussels , Belgium.,c AIDS Reference Center, Department of Internal Medicine , Cliniques universitaires Saint-Luc, Université catholique de Louvain , Brussels , Belgium
| | - Dennis A Hesselink
- d Department of Internal Medicine, Division of Nephrology and Transplantation and Rotterdam Transplant Group. Erasmus MC , University Medical Center Rotterdam , Rotterdam , The Netherlands
| | - Vincent Haufroid
- b Louvain centre for Toxicology and Applied Pharmacology, Institut de recherche expérimentale et clinique , Université catholique de Louvain , Brussels , Belgium.,e Department of Clinical Chemistry , Cliniques universitaires Saint-Luc , Brussels , Belgium
| | - Laure Elens
- a Integrated Pharmacometrics, Pharmacogenomics and Pharmacokinetics , Louvain Drug Research Institute, Université catholique de Louvain , Brussels , Belgium.,b Louvain centre for Toxicology and Applied Pharmacology, Institut de recherche expérimentale et clinique , Université catholique de Louvain , Brussels , Belgium
| |
Collapse
|
28
|
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.
Collapse
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
| |
Collapse
|
29
|
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.
Collapse
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
| |
Collapse
|
30
|
Mave V, Chandanwale A, Kinikar A, Khadse S, Kagal A, Gupte N, Suryavanshi N, Nimkar S, Koli H, Khwaja S, Bharadwaj R, Joshi S, Horng H, Benet LZ, Ramachandran G, Dooley KE, Gupta A, Gandhi M. Isoniazid hair concentrations in children with tuberculosis: a proof of concept study. Int J Tuberc Lung Dis 2018; 20:844-7. [PMID: 27155191 PMCID: PMC4889729 DOI: 10.5588/ijtld.15.0882] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Assessing treatment adherence and quantifying exposure to anti-tuberculosis drugs among children is challenging. We undertook a 'proof of concept' study to assess the drug concentrations of isoniazid (INH) in hair as a therapeutic drug monitoring tool. Children aged <12 years initiated on a thrice-weekly treatment regimen including INH (10 mg/kg) for newly diagnosed tuberculosis were enrolled. INH concentrations in hair were measured using liquid chromatography-tandem mass spectrometry at 1, 2, 4 and 6 months after initiating anti-tuberculosis treatment. We found that INH hair concentrations in all children on thrice-weekly INH were detectable and displayed variability across a dynamic range.
Collapse
Affiliation(s)
- V Mave
- Byramjee-Jeejeebhoy Medical College Clinical Trials Unit, Pune, India; Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - A Chandanwale
- Byramjee-Jeejeebhoy Medical College Clinical Trials Unit, Pune, India
| | - A Kinikar
- Byramjee-Jeejeebhoy Medical College Clinical Trials Unit, Pune, India
| | - S Khadse
- Byramjee-Jeejeebhoy Medical College Clinical Trials Unit, Pune, India
| | - A Kagal
- Byramjee-Jeejeebhoy Medical College Clinical Trials Unit, Pune, India
| | - N Gupte
- Byramjee-Jeejeebhoy Medical College Clinical Trials Unit, Pune, India; Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - N Suryavanshi
- Byramjee-Jeejeebhoy Medical College Clinical Trials Unit, Pune, India
| | - S Nimkar
- Byramjee-Jeejeebhoy Medical College Clinical Trials Unit, Pune, India
| | - H Koli
- Byramjee-Jeejeebhoy Medical College Clinical Trials Unit, Pune, India
| | - S Khwaja
- Byramjee-Jeejeebhoy Medical College Clinical Trials Unit, Pune, India
| | - R Bharadwaj
- Byramjee-Jeejeebhoy Medical College Clinical Trials Unit, Pune, India
| | - S Joshi
- Byramjee-Jeejeebhoy Medical College Clinical Trials Unit, Pune, India
| | - H Horng
- University of California, San Francisco, California, USA
| | - L Z Benet
- University of California, San Francisco, California, USA
| | - G Ramachandran
- National Institute of Research in Tuberculosis, Chennai, India
| | - K E Dooley
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - A Gupta
- Byramjee-Jeejeebhoy Medical College Clinical Trials Unit, Pune, India; Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - M Gandhi
- University of California, San Francisco, California, USA
| |
Collapse
|
31
|
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.
Collapse
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
| |
Collapse
|
32
|
Mave V, Kinikar A, Kagal A, Nimkar S, Koli H, Khwaja S, Bharadwaj R, Gerona R, Wen A, Ramachandran G, Kumar H, Bacchetti P, Dooley KE, Gupte N, Gupta A, Gandhi M. Isoniazid concentrations in hair and plasma area-under-the-curve exposure among children with tuberculosis. PLoS One 2017; 12:e0189101. [PMID: 29216273 PMCID: PMC5720757 DOI: 10.1371/journal.pone.0189101] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2017] [Accepted: 11/17/2017] [Indexed: 11/21/2022] Open
Abstract
We measured hair and plasma concentrations of isoniazid among sixteen children with tuberculosis who underwent personal or video-assisted directly observed therapy and thus had 100% adherence. This study therefore defined typical isoniazid exposure parameters after two months of treatment among fully-adherent patients in both hair and plasma (plasma area under the concentration-time curve, AUC, estimated using pharmacokinetic data collected 0, 2, 4, and 6 hours after drug administration). We found that INH levels in hair among highly-adherent individuals did not correlate well with plasma AUC or trough concentrations, suggesting that each measure may provide incremental and complementary information regarding drug exposure in the context of TB treatment.
Collapse
Affiliation(s)
- Vidya Mave
- Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- * E-mail:
| | - Aarti Kinikar
- Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Byramjee-Jeejeebhoy Government Medical College, Pune, India
| | - Anju Kagal
- Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Byramjee-Jeejeebhoy Government Medical College, Pune, India
| | - Smita Nimkar
- Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - Hari Koli
- Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - Sultanat Khwaja
- Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - Renu Bharadwaj
- Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Byramjee-Jeejeebhoy Government Medical College, Pune, India
| | - Roy Gerona
- University of California San Francisco, San Francisco, United States of America
| | - Anita Wen
- University of California San Francisco, San Francisco, United States of America
| | | | - Hemanth Kumar
- National Institute of Research in Tuberculosis, Chennai, India
| | - Peter Bacchetti
- University of California San Francisco, San Francisco, United States of America
| | - Kelly E. Dooley
- Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Nikhil Gupte
- Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Amita Gupta
- Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Monica Gandhi
- University of California San Francisco, San Francisco, United States of America
| |
Collapse
|
33
|
Tomas Ž, Kuhanec A, Škarić-Jurić T, Petranović MZ, Narančić NS, Janićijević B, Salihović MP. Distinctiveness of the Roma population within CYP2B6 worldwide variation. Pharmacogenomics 2017; 18:1575-1587. [PMID: 29095103 DOI: 10.2217/pgs-2017-0105] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
AIM To determine variation of CYP2B6 gene within the genetically specific Croatian Roma (Gypsy) population originating from India and to examine it in the worldwide perspective. MATERIALS & METHODS Seven SNP loci (rs12721655, rs2279343, rs28399499, rs34097093, rs3745274, rs7260329 and rs8192709) were genotyped in 439 subjects using Kompetitive Allele Specific PCR (KASP) method. RESULTS The Croatian Roma took an outlying position in CYP2B6 variation from the worldwide perspective mainly due to their exceptionally high minor allele frequency (MAF) for rs8192709 (12.8%), and lower for rs2279343 (21.1%) compared with south Asian populations. CONCLUSION This study provides the first data of several CYP2B6 polymorphisms in Roma population and indicates the need for systematic investigation of the most important pharmacogenes' variants in this large, transnationally isolated population worldwide.
Collapse
Affiliation(s)
- Željka Tomas
- Institute for Anthropological Research, Gajeva 32, 10000 Zagreb, Croatia
| | - Antonija Kuhanec
- Institute for Anthropological Research, Gajeva 32, 10000 Zagreb, Croatia
| | | | | | | | - Branka Janićijević
- Institute for Anthropological Research, Gajeva 32, 10000 Zagreb, Croatia
| | | |
Collapse
|
34
|
Minorities Are Underrepresented in Clinical Trials of Pharmaceutical Agents for Cystic Fibrosis. Ann Am Thorac Soc 2017; 13:1721-1725. [PMID: 27410177 DOI: 10.1513/annalsats.201603-192bc] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
RATIONALE Members of racial or ethnic minorities make up an appreciable proportion of patients with cystic fibrosis (CF) and have worse outcomes than non-Latino white individuals. Between 1,999 and 2014, the CF Foundation Patient Registry reported an increase in minorities from 5 to 8.2% for Latinos, from 3 to 4.6% for black individuals and from 1.4 to 3.1% for "Other." OBJECTIVES To evaluate the representation of racial and ethnic minorities in pharmacology clinical trials for CF. METHODS We analyzed pharmacology clinical trials in CF published between 1999 and 2015 by searching PubMed and published study reference lists for qualifying study reports. We examined whether the race and ethnicity of study subjects were reported and, if so, what percentage of subjects represented major minority groups. MEASUREMENTS AND MAIN RESULTS Among 147 pharmacology clinical trials, only 19.7% reported the race or ethnicity of study subjects. Latinos were verified as included in 7.5% of clinical trials, black individuals in 6.8%, and Asians in 2.0%. Inclusion of subjects described as "Other race" was reported in 7.5% of trials. In 29 clinical trials that reported race and ethnicity, the percentage of minorities included as subjects was 2.0% for Latinos, 1.0% for black individuals, and 0.1% for Asians. CONCLUSIONS Although CF disproportionately affects non-Latino white individuals, members of other racial or ethnic groups are proportionally underrepresented in CF pharmacology clinical trials. Inadequate inclusion of minorities and failure to report the racial or ethnic background of study subjects limits information about factors influencing drug response and may contribute to health disparities for minorities with CF.
Collapse
|
35
|
Pearce CL, Stram D, Wiensch A, Frasco MA, Kono N, Den Berg DV, Anastos K, Cohen MH, DeHovitz J, Golub ET, Tamraz B, Liu C, Mack WJ. Pharmacogenetic Associations with ADME Variants and Virologic Response to an Initial HAART Regimen in HIV-Infected Women. INTERNATIONAL JOURNAL OF HIV/AIDS AND RESEARCH 2017; 4:154-160. [PMID: 29577081 PMCID: PMC5863915 DOI: 10.19070/2379-1586-1700031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
BACKGROUND Clinical response to highly active antiretroviral therapy (HAART) varies among different populations. A portion of this variability may be due to variation in genes involved in the absorption, distribution, metabolism, and excretion (ADME) of HAART. DESIGN To identify genetic factors involved in virologic responses to HAART, 13 genes in ADME pathways were analyzed in a cohort of HIV-infected women on HAART. A total of 569 HIV-positive participants from the Women's Interagency HIV Study who initiated HAART from 1994-2012 and had genotype data were included in these analyses. METHODS Admixture maximum likelihood burden testing was used to evaluate gene-level associations between common genetic variation and virologic response (achieving <80 viral copies/mL) to HAART overall and with specific drug classes. Results: Six statistically significant (P<0.05) gene-level burden tests were observed with response to specific regimen types. CYP2B6, CYP2C19 and CYP2C9 were significantly associated with response to protease inhibitor (PI)-based regimens. CYP2C9, ADH1A and UGT1A1 were significantly associated with response to triple nucleoside reverse transcriptase inhibitor (NRTI) treatment. CONCLUSIONS Although no genome-wide associations with virologic response to HAART overall were detected in this cohort of HIV-infected women, more statistically significant gene-level burden tests were observed than would be expected by chance (two and a half expected, six observed). It is likely that variation in one of the significant genes is associated with virologic response to certain HAART regimens. Further characterization of the genes associated with response to PI-based treatment is warranted.
Collapse
Affiliation(s)
- CL Pearce
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI, USA
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - D Stram
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - A Wiensch
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - MA Frasco
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - N Kono
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - DV Den Berg
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - K Anastos
- Department of Medicine, Montefiore Medical Center and Albert Einstein College of Medicine, Bronx, NY, USA
| | - MH Cohen
- Departments of Medicine, Stroger Hospital and Rush University, Chicago, IL, USA
| | - J DeHovitz
- Department of Medicine and Community Health, SUNY Health Sciences Center, Brooklyn, NY, USA
| | - ET Golub
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - B Tamraz
- Department of Clinical Pharmacy, University of California, School of Pharmacy, San Francisco, CA, USA
| | - C Liu
- Department of Medicine, Georgetown University School of Medicine, USA
| | - WJ Mack
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| |
Collapse
|
36
|
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.
Collapse
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
| |
Collapse
|
37
|
Baxi SM, Greenblatt RM, Bacchetti P, Cohen M, DeHovitz JA, Anastos K, Gange SJ, Young MA, Aouizerat BE. Evaluating the association of single-nucleotide polymorphisms with tenofovir exposure in a diverse prospective cohort of women living with HIV. THE PHARMACOGENOMICS JOURNAL 2017; 18:245-250. [PMID: 28462920 DOI: 10.1038/tpj.2017.3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2016] [Revised: 12/20/2016] [Accepted: 01/18/2017] [Indexed: 12/19/2022]
Abstract
Higher exposure to tenofovir (TFV) increases the risk for kidney function decline, but the impact of genetic factors on TFV exposure is largely unknown. We investigated whether single-nucleotide polymorphisms (SNPs, n=211) in 12 genes are potentially involved in TFV exposure. Participants (n=91) from the Women's Interagency HIV Study, underwent a 24 h intensive pharmacokinetic sampling of TFV after witnessed dose and TFV area under the time-concentration curves (AUCs) were calculated for each participant. SNPs were assayed using a combination of array genotyping and Sanger sequencing. Linear regression models were applied to logarithmically transformed AUC. Those SNPs that met an a priori threshold of P<0.001 were considered statistically associated with TFV AUC. ABCG2 SNP rs2231142 was associated with TFV AUC with rare allele carriers displaying 1.51-fold increase in TFV AUC (95% confidence interval: 1.26, 1.81; P=1.7 × 10-5). We present evidence of a moderately strong effect of the rs2231142 SNP in ABCG2 on a 24 h TFV AUC.
Collapse
Affiliation(s)
- S M Baxi
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA.,School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - R M Greenblatt
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA.,Department of Clinical Pharmacy, University of California, San Francisco, San Francisco, CA, USA.,Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | - P Bacchetti
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | - M Cohen
- CORE Center, Division of Infectious Diseases, John H. Stroger Jr. Hospital of Cook County, Chicago, IL, USA
| | - J A DeHovitz
- Division of Infectious Diseases, State University of New York, Downstate Medical Center, Brooklyn, NY, USA
| | - K Anastos
- Departments of Medicine and Obstetrics and Gynecology and Women's Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - S J Gange
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - M A Young
- Department of Medicine, Georgetown University Medical Center, Washington, DC, USA
| | - B E Aouizerat
- Department of Clinical Pharmacy, University of California, San Francisco, San Francisco, CA, USA.,Bluestone Center for Clinical Research, College of Dentistry, New York University, New York, NY, USA.,Department of Oral and Maxillofacial Surgery, College of Dentistry, New York University, New York, NY, USA
| |
Collapse
|
38
|
Hammond CK, Eley B, Wilmshurst JM. Neuropsychiatric complications of efavirenz in children with HIV infection. Future Virol 2016. [DOI: 10.2217/fvl-2016-0030] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Efavirenz is an effective antiretroviral agent widely used as part of first-line regimen in HIV1-infected children and adults. Neuropsychiatric adverse effects are reported in up to 50% of users. These include dizziness, insomnia, abnormal dreams, headache and impaired concentration. The plasma level of efavirenz may be key in the development of these adverse effects. Even among individuals taking recommended doses for weight, the plasma levels vary widely. Genetic polymorphisms leading to different allelic variants of the CYP2B6 enzyme, making some individuals slow metabolizers may play a role. These allelic variants are highest in people of African descent. This report examines the neuropsychiatric adverse effects of efavirenz, and the strength of the data that the product may result in neuronal damage.
Collapse
Affiliation(s)
- Charles K Hammond
- Department of Paediatric Neurology, Red Cross War Memorial Children's Hospital, University of Cape Town, South Africa
| | - Brian Eley
- Paediatric Infectious Diseases Unit, Red Cross War Memorial Children's Hospital, University of Cape Town, South Africa
| | - Jo M Wilmshurst
- Department of Paediatric Neurology, Red Cross War Memorial Children's Hospital, University of Cape Town, South Africa
| |
Collapse
|
39
|
Röhrich CR, Drögemöller BI, Ikediobi O, van der Merwe L, Grobbelaar N, Wright GE, McGregor N, Warnich L. CYP2B6*6 and CYP2B6*18 Predict Long-Term Efavirenz Exposure Measured in Hair Samples in HIV-Positive South African Women. AIDS Res Hum Retroviruses 2016; 32:529-38. [PMID: 26655325 DOI: 10.1089/aid.2015.0048] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Long-term exposure to efavirenz (EFV) measured in hair samples may predict response to antiretroviral treatment (ART). Polymorphisms in CYP2B6 are known to alter EFV levels. The aim of this study was to assess the relationship between CYP2B6 genotype, EFV levels measured in hair, and virological outcomes on ART in a real-world setting. We measured EFV levels in hair from HIV-positive South African females who had been receiving EFV-based treatment for at least 3 months from the South African Black (SAB) (n = 81) and Cape Mixed Ancestry (CMA) (n = 53) populations. Common genetic variation in CYP2B6 was determined in 15 individuals from each population using bidirectional Sanger sequencing. Prioritized variants (n = 16) were subsequently genotyped in the entire patient cohort (n = 134). The predictive value of EFV levels in hair and selected variants in CYP2B6 on virological treatment outcomes was assessed. Previously described alleles (CYP2B6*2, CYP2B6*5, CYP2B6*6, CYP2B6*17, and CYP2B6*18), as well as two novel alleles (CYP2B6*31 and CYP2B6*32), were detected in this study. Compared to noncarriers, individuals homozygous for CYP2B6*6 had ∼109% increased EFV levels in hair (p = .016) and CYP2B6*18 heterozygotes demonstrated 82% higher EFV hair levels (p = .0006). This study confirmed that alleles affecting CYP2B6 metabolism and subsequent EFV exposure are present at significant frequencies in both the SAB and CMA populations. Furthermore, this study demonstrated that the use of hair samples for testing EFV concentrations may be a useful tool in determining long-term drug exposure in resource-limited countries.
Collapse
Affiliation(s)
- Carola R. Röhrich
- Department of Genetics, Stellenbosch University, Stellenbosch, South Africa
| | | | - Ogechi Ikediobi
- Departments of Pharmacy, University of California San Francisco, UCSF, San Francisco, California
| | - Lize van der Merwe
- Department of Molecular Biology and Human Genetics, Stellenbosch University, Tygerberg, South Africa
- Department of Statistics, University of Western Cape, Bellville, South Africa
| | | | - Galen E.B. Wright
- Department of Genetics, Stellenbosch University, Stellenbosch, South Africa
| | - Nathaniel McGregor
- Department of Genetics, Stellenbosch University, Stellenbosch, South Africa
- Department of Psychiatry, Stellenbosch University, Tygerberg, South Africa
| | - Louise Warnich
- Department of Genetics, Stellenbosch University, Stellenbosch, South Africa
| |
Collapse
|
40
|
Quantifying Isoniazid Levels in Small Hair Samples: A Novel Method for Assessing Adherence during the Treatment of Latent and Active Tuberculosis. PLoS One 2016; 11:e0155887. [PMID: 27191185 PMCID: PMC4871544 DOI: 10.1371/journal.pone.0155887] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2016] [Accepted: 05/05/2016] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Tuberculosis (TB) is the leading cause of death from an infectious pathogen worldwide and the most prevalent opportunistic infection in people living with HIV. Isoniazid preventive therapy (IPT) reduces the incidence of active TB and reduces morbidity and mortality in HIV-infected patients independently of antiretroviral therapy. However, treatment of latent or active TB is lengthy and inter-patient variability in pharmacokinetics and adherence common. Current methods of assessing adherence to TB treatment using drug levels in plasma or urine assess short-term exposure and pose logistical challenges. Drug concentrations in hair assess long-term exposure and have demonstrated pharmacodynamic relevance in HIV. METHODS A large hair sample from a patient with active TB was obtained for assay development. Methods to pulverize hair and extract isoniazid were optimized and then the drug detected by liquid chromatography/ tandem mass spectrometry (LC/MS-MS). The method was validated for specificity, accuracy, precision, recovery, linearity and stability to establish the assay's suitability for therapeutic drug monitoring (TDM). Hair samples from patients on directly-observe isoniazid-based latent or active TB therapy from the San Francisco Department of Public Health TB clinic were then tested. RESULTS Our LC/MS-MS-based assay detected isoniazid in quantities as low as 0.02ng/mg using 10-25 strands hair. Concentrations in spiked samples demonstrated linearity from 0.05-50ng/mg. Assay precision and accuracy for spiked quality-control samples were high, with an overall recovery rate of 79.5%. In 18 patients with latent or active TB on treatment, isoniazid was detected across a wide linear dynamic range. CONCLUSIONS An LC-MS/MS-based assay to quantify isoniazid levels in hair with performance characteristics suitable for TDM was developed and validated. Hair concentrations of isoniazid assess long-term exposure and may be useful for monitoring adherence to latent or active TB treatment in the setting of HIV.
Collapse
|
41
|
Baxi SM, Scherzer R, Greenblatt RM, Minkoff H, Sharma A, Cohen M, Young MA, Abraham AG, Shlipak MG. Higher tenofovir exposure is associated with longitudinal declines in kidney function in women living with HIV. AIDS 2016; 30:609-18. [PMID: 26558723 PMCID: PMC4782771 DOI: 10.1097/qad.0000000000000958] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
OBJECTIVE Tenofovir disoproxil fumarate is a commonly used antiretroviral drug, but risk factors for tenofovir (TFV)-associated kidney disease are not fully understood. We used intensive pharmacokinetic studies in a cohort of HIV-infected women on TFV-based therapy to study the relationship between TFV exposure and subsequent kidney function. DESIGN This is a nested study within the Women's Interagency HIV Study, a multicenter, prospective cohort of HIV-infected women. Participants on TFV-based therapy underwent 24-h intensive pharmacokinetic sampling after witnessed dose. Kidney function was measured over the succeeding 7 years by serum creatinine [estimated glomerular filtration rate calculated by serum creatinine (eGFRcr)]. METHODS Multivariable linear mixed models evaluated the relationship of baseline TFV area under the-time concentration curves (AUCs) with subsequent changes in kidney function. Covariates included age, diabetes, hypertension, race, BMI, ritonavir use, duration of TFV exposure, current CD4 cell count, and HIV viral load. RESULTS Of the 105 participants, persons within the highest baseline TFV AUC tertile had significantly lower eGFRcr compared with those in the lowest tertile (mean ± standard error: 80 ± 4.3 vs. 104 ± 2.5 ml/min per 1.73 m, P < 0.0001). By year 7, this difference widened (72 ± 4.9 vs. 105 ± 2.9, P < 0.0001). After multivariable adjustment, TFV AUC in the highest tertile remained associated with lower eGFRcr relative to values in the lowest tertile at both baseline (-15 ml/min per 1.73 m, P = 0.0047) and year 7 (-23 ml/min per 1.73 m, P = 0.0002). CONCLUSION Through intensive TFV pharmacokinetic sampling, we found a strong association between greater TFV exposure and subsequent decline in kidney function. Variations in TFV drug exposure may partially account for subsequent nephrotoxicity in persons infected with HIV.
Collapse
Affiliation(s)
- Sanjiv M. Baxi
- Department of Medicine, University of California, San Francisco
- School of Public Health, University of California, Berkeley
| | - Rebecca Scherzer
- Department of Medicine, University of California, San Francisco
- General Internal Medicine Division, San Francisco Veterans Affairs Medical Center, University of California, San Francisco, California
| | - Ruth M. Greenblatt
- Department of Clinical Pharmacy, University of California, San Francisco, California
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California
| | - Howard Minkoff
- Division of Infectious Diseases, State University of New York, Downstate Medical Center, Brooklyn, New York
| | - Anjali Sharma
- Department of Medicine, Albert Einstein College of Medicine, Bronx, New York
| | - Mardge Cohen
- CORE Center/Division of Infectious Diseases, John H. Stroger Jr. Hospital of Cook County, Chicago, Illinois
| | - Mary A. Young
- Department of Medicine, Georgetown University Medical Center, Washington DC
| | - Alison G. Abraham
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Michael G. Shlipak
- Department of Medicine, University of California, San Francisco
- General Internal Medicine Division, San Francisco Veterans Affairs Medical Center, University of California, San Francisco, California
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California
| | | |
Collapse
|
42
|
Oh SS, Galanter J, Thakur N, Pino-Yanes M, Barcelo NE, White MJ, de Bruin DM, Greenblatt RM, Bibbins-Domingo K, Wu AHB, Borrell LN, Gunter C, Powe NR, Burchard EG. Diversity in Clinical and Biomedical Research: A Promise Yet to Be Fulfilled. PLoS Med 2015; 12:e1001918. [PMID: 26671224 PMCID: PMC4679830 DOI: 10.1371/journal.pmed.1001918] [Citation(s) in RCA: 378] [Impact Index Per Article: 42.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Esteban Gonzalez Burchard and colleagues explore how making medical research more diverse would aid not only social justice but scientific quality and clinical effectiveness, too.
Collapse
Affiliation(s)
- Sam S. Oh
- Department of Medicine, University of California, San Francisco, San Francisco, California, United States of America
| | - Joshua Galanter
- Department of Medicine, University of California, San Francisco, San Francisco, California, United States of America
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, California, United States of America
| | - Neeta Thakur
- Department of Medicine, University of California, San Francisco, San Francisco, California, United States of America
| | - Maria Pino-Yanes
- Department of Medicine, University of California, San Francisco, San Francisco, California, United States of America
- CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, Madrid, Spain
- Research Unit, Hospital Universitario N.S. de Candelaria, Tenerife, Spain
| | - Nicolas E. Barcelo
- Department of Medicine, University of California, San Francisco, San Francisco, California, United States of America
| | - Marquitta J. White
- Department of Medicine, University of California, San Francisco, San Francisco, California, United States of America
| | - Danielle M. de Bruin
- Department of Medicine, University of California, San Francisco, San Francisco, California, United States of America
| | - Ruth M. Greenblatt
- Department of Medicine, University of California, San Francisco, San Francisco, California, United States of America
- Departments of Clinical Pharmacy, Epidemiology, and Biostatistics, University of California, San Francisco, San Francisco, California, United States of America
| | - Kirsten Bibbins-Domingo
- Department of Medicine, University of California, San Francisco, San Francisco, California, United States of America
- Department of Medicine, San Francisco General Hospital, San Francisco, California, United States of America
| | - Alan H. B. Wu
- Department of Laboratory Medicine, University of California, San Francisco, San Francisco, California, United States of America
| | - Luisa N. Borrell
- School of Health Sciences, Human Services and Nursing, Department of Health Sciences, Lehman College, City University of New York, Bronx, New York, United States of America
| | - Chris Gunter
- Marcus Autism Center, Children’s Healthcare of Atlanta, Atlanta, Georgia, United States of America
- Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Neil R. Powe
- Department of Medicine, University of California, San Francisco, San Francisco, California, United States of America
- Department of Medicine, San Francisco General Hospital, San Francisco, California, United States of America
| | - Esteban G. Burchard
- Department of Medicine, University of California, San Francisco, San Francisco, California, United States of America
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, California, United States of America
- * E-mail:
| |
Collapse
|
43
|
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.
Collapse
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
| | | |
Collapse
|
44
|
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.
Collapse
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
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
45
|
Sui H, Gui T, Jia L, Guo W, Han J, Liu Y, Bao Z, Li H, Li J, Li L. Different frequencies of drug resistance mutations among HIV-1 subtypes circulating in China: a comprehensive study. PLoS One 2014; 9:e91803. [PMID: 24663120 PMCID: PMC3963863 DOI: 10.1371/journal.pone.0091803] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2013] [Accepted: 02/13/2014] [Indexed: 12/12/2022] Open
Abstract
The rapid spreading of HIV drug resistance is threatening the overall success of free HAART in China. Much work has been done on drug-resistant mutations, however, most of which were based on subtype B. Due to different genetic background, subtypes difference would have an effect on the development of drug-resistant mutations, which has already been proved by more and more studies. In China, the main epidemic subtypes are CRF07_BC, CRF08_BC, Thai B and CRF01_AE. The depiction of drug resistance mutations in those subtypes will be helpful for the selection of regimens for Chinese. In this study, the distributions difference of amino acids at sites related to HIV drug resistance were compared among subtype B, CRF01_AE, CRF07_BC and CRF08_BC strains prevalent in China. The amino acid composition of sequences belonging to different subtypes, which were obtained from untreated and treated individuals separately, were also compared. The amino acids proportions of 19 sites in RT among subtype B, CRF01_AE and CRF08_BC have significant difference in drug resistance groups (chi-square test, p<0.05). Genetic barriers analysis revealed that sites 69, 138, 181, 215 and 238 were significantly different among subtypes (Kruskal Wallis test, p<0.05). All subtypes shared three highest prevalent drug resistance sites 103, 181 and 184 in common. Many drug resistant sites in protease show surprising high proportions in almost all subtypes in drug-naïve patients. This is the first comprehensive study in China on different development of drug resistance among different subtypes. The detailed data will lay a foundation for HIV treatment regimens design and improve HIV therapy in China.
Collapse
Affiliation(s)
- Hongshuai Sui
- Department of AIDS Research, State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
- Clinical Laboratory of Beidaihe 281 hospital, Qinhuangdao, Hebei province, China
| | - Tao Gui
- Department of AIDS Research, State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
| | - Lei Jia
- Department of AIDS Research, State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
| | - Wei Guo
- Department of AIDS Research, State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
| | - Jingwan Han
- Department of AIDS Research, State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
| | - Yongjian Liu
- Department of AIDS Research, State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
| | - Zuoyi Bao
- Department of AIDS Research, State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
| | - Hanping Li
- Department of AIDS Research, State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
| | - Jingyun Li
- Department of AIDS Research, State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
- * E-mail: (JL); (LL)
| | - Lin Li
- Department of AIDS Research, State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
- * E-mail: (JL); (LL)
| |
Collapse
|
46
|
Borand L, Madec Y, Laureillard D, Chou M, Marcy O, Pheng P, Prak N, Kim C, Lak KK, Hak C, Dim B, Nerrienet E, Fontanet A, Sok T, Goldfeld AE, Blanc FX, Taburet AM. Plasma concentrations, efficacy and safety of efavirenz in HIV-infected adults treated for tuberculosis in Cambodia (ANRS 1295-CIPRA KH001 CAMELIA trial). PLoS One 2014; 9:e90350. [PMID: 24608960 PMCID: PMC3946522 DOI: 10.1371/journal.pone.0090350] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2013] [Accepted: 01/27/2014] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVE To assess efavirenz plasma concentrations and their association with treatment efficacy and tolerance of efavirenz 600 mg daily in HIV-tuberculosis co-infected patients. METHODS HIV-infected adults with CD4+ T cell count ≤ 200/mm(3) received standard 6-month tuberculosis treatment and antiretroviral therapy including a daily-dose of 600 mg of efavirenz, irrespective of their body weight. Mid-dose blood samples were drawn both on tuberculosis treatment (week +2 and week +6 after antiretroviral therapy initiation, and week 22 of follow-up) and off tuberculosis treatment (week 50 of follow-up). Considered therapeutic range was 1,000 to 4,000 ng/mL. Multivariate analysis was performed to evaluate the association between efavirenz concentration below 1,000 ng/mL and virological failure. Linear regression was used to test the association between efavirenz exposure and CD4+ T cell gain. Severe side effects potentially related to efavirenz were described and their association with efavirenz exposure was tested by multivariate analysis. RESULTS Efavirenz plasma concentrations were available in 540 patients. Median [interquartile range] efavirenz concentrations were 2,674 ng/mL [1,690-4,533], 2,667 ng/mL [1,753-4,494] and 2,799 ng/mL [1,804-4,744] at week +2, week +6, week 22, respectively, and 2,766 ng/mL [1,941-3,976] at week 50. Efavirenz concentrations were lower at week 50 (off rifampicin) compared to week 22 (on rifampicin) (p<0.001). Late attendance to study visit and low hemoglobinemia were the only factors associated with an increased risk of efavirenz concentration below 1,000 ng/mL. Efavirenz concentration below 1,000 ng/mL was not associated with treatment failure. Efavirenz concentration above 4,000 ng/mL was associated with higher risk of central nervous system side effects (p<0.001) and of hepatotoxicity (p<0.001). CONCLUSION Body weight and tuberculosis treatment were not associated with low efavirenz concentrations or treatment failure, supporting the 600 mg daily-dose of efavirenz in HIV-tuberculosis co-infected patients. High efavirenz concentrations were related to a higher risk of central nervous system side effects and hepatotoxicity. TRIAL REGISTRATION ClinicalTrials.gov NCT01300481.
Collapse
Affiliation(s)
- Laurence Borand
- Institut Pasteur du Cambodge, Epidemiology and Public Health Unit, Phnom Penh, Cambodia
| | - Yoann Madec
- Institut Pasteur, Unité de Recherche et d'Expertise Epidémiologie des Maladies Emergentes, Paris, France
| | | | - Monidarin Chou
- Faculty of Pharmacy, University of Health Sciences, Phnom Penh, Cambodia
| | - Olivier Marcy
- Institut Pasteur du Cambodge, Epidemiology and Public Health Unit, Phnom Penh, Cambodia
| | - Phearavin Pheng
- Institut Pasteur du Cambodge, Epidemiology and Public Health Unit, Phnom Penh, Cambodia
| | - Narom Prak
- Khmer-Soviet Friendship Hospital, Phnom Penh, Cambodia
| | - Chindamony Kim
- Donkeo Provincial Hospital, Takeo, Cambodia
- Médecins Sans Frontières, Phnom Penh, Cambodia
| | - Khemarin Kim Lak
- Svay Rieng Provincial Hospital, Svay Rieng, Cambodia
- Cambodian Health Committee, Phnom Penh, Cambodia
| | | | - Bunnet Dim
- Médecins Sans Frontières, Phnom Penh, Cambodia
- Siem Reap Referral Hospital, Siem Reap, Cambodia
| | - Eric Nerrienet
- Institut Pasteur du Cambodge, HIV/Hepatitis Laboratory, Phnom Penh, Cambodia
| | - Arnaud Fontanet
- Institut Pasteur, Unité de Recherche et d'Expertise Epidémiologie des Maladies Emergentes, Paris, France
- Conservatoire National des Arts et Métiers, Paris, France
| | - Thim Sok
- Cambodian Health Committee, Phnom Penh, Cambodia
| | - Anne E. Goldfeld
- Cambodian Health Committee, Phnom Penh, Cambodia
- Program in Cellular and Molecular Medicine, Children's Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - François-Xavier Blanc
- Assistance Publique - Hôpitaux de Paris, Hôpital Bicêtre, Hôpitaux Universitaires Paris Sud, Pneumology Department, Le Kremlin-Bicêtre, France
- UMR INSERM 1087 CNRS UMR_6291, l′Institut du Thorax, Service de Pneumologie, CHU de Nantes, DHU2020, Université de Nantes, France
| | - Anne-Marie Taburet
- Assistance Publique - Hôpitaux de Paris, Hôpital Bicêtre, Hôpitaux Universitaires Paris Sud, Clinical Pharmacy Department, Le Kremlin-Bicêtre, France
| |
Collapse
|
47
|
Liu AY, Yang Q, Huang Y, Bacchetti P, Anderson PL, Jin C, Goggin K, Stojanovski K, Grant R, Buchbinder SP, Greenblatt RM, Gandhi M. Strong relationship between oral dose and tenofovir hair levels in a randomized trial: hair as a potential adherence measure for pre-exposure prophylaxis (PrEP). PLoS One 2014; 9:e83736. [PMID: 24421901 PMCID: PMC3885443 DOI: 10.1371/journal.pone.0083736] [Citation(s) in RCA: 118] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2013] [Accepted: 11/05/2013] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Pre-exposure prophylaxis (PrEP) trials using tenofovir-based regimens have demonstrated that high levels of adherence are required to evaluate efficacy; the incorporation of objective biomarkers of adherence in trial design has been essential to interpretation, given the inaccuracy of self-report. Antiretroviral measurements in scalp hair have been useful as a marker of long-term exposure in the HIV treatment setting, and hair samples are relatively easy and inexpensive to collect, transport, and store for analysis. To evaluate the relationship between dose and tenofovir concentrations in hair, we examined the dose proportionality of tenofovir in hair in healthy, HIV-uninfected adults. METHODS A phase I, crossover pharmacokinetic study was performed in 24 HIV-negative adults receiving directly-observed oral tenofovir tablets administered 2, 4, and 7 doses/week for 6 weeks, with a ≥3-week break between periods. Small samples of hair were collected after each six-week period and analyzed for tenofovir concentrations. Geometric-mean-ratios compared levels between each pair of dosing conditions. Intensive plasma pharmacokinetic studies were performed during the daily-dosing period to calculate areas-under-the-time-concentration curves (AUCs). RESULTS Over 90% of doses were observed per protocol. Median tenofovir concentrations in hair increased monotonically with dose. A log-linear relationship was seen between dose and hair levels, with an estimated 76% (95% CI 60-93%) increase in hair level per 2-fold dose increase. Tenofovir plasma AUCs modestly predicted drug concentrations in hair. CONCLUSIONS This study found a strong linear relationship between frequency of dosing and tenofovir levels in scalp hair. The analysis of quantitative drug levels in hair has the potential to improve adherence measurement in the PrEP field and may be helpful in determining exposure thresholds for protection and explaining failures in PrEP trials. Hair measures for adherence monitoring may also facilitate adherence measurement in real-world settings and merit further investigation in upcoming PrEP implementation studies and programs. TRIAL REGISTRATION ClinicalTrials.gov NCT00903084.
Collapse
Affiliation(s)
- Albert Y. Liu
- Bridge HIV, San Francisco Department of Public Health, San Francisco, California, United States of America
- Department of Medicine, University of California San Francisco (UCSF), San Francisco, California, United States of America
- * E-mail:
| | - Qiyun Yang
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, California, United States of America
| | - Yong Huang
- Department of Bioengineering and Therapeutic Sciences, 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, San Francisco, California, United States of America
| | - Peter L. Anderson
- Department of Pharmaceutical Sciences, University of Colorado, Aurora, Colorado, United States of America
| | - Chengshi Jin
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, San Francisco, California, United States of America
| | - Kathy Goggin
- Children's Mercy Hospital and Clinics, University of Missouri-Kansas City, Kansas City, Missouri, United States of America
| | - Kristefer Stojanovski
- Bridge HIV, San Francisco Department of Public Health, San Francisco, California, United States of America
| | - Robert Grant
- Gladstone Institutes, San Francisco, California, United States of America
| | - Susan P. Buchbinder
- Bridge HIV, San Francisco Department of Public Health, San Francisco, California, United States of America
- Department of Medicine, University of California San Francisco (UCSF), San Francisco, California, United States of America
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, San Francisco, California, United States of America
| | - Ruth M. Greenblatt
- Department of Medicine, University of California San Francisco (UCSF), San Francisco, California, United States of America
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, San Francisco, California, United States of America
- Department of Clinical Pharmacy, University of California San Francisco, San Francisco, San Francisco, California, United States of America
| | - Monica Gandhi
- Department of Medicine, University of California San Francisco (UCSF), San Francisco, California, United States of America
| |
Collapse
|
48
|
Baxi SM, Greenblatt RM, Bacchetti P, Scherzer R, Minkoff H, Huang Y, Anastos K, Cohen M, Gange SJ, Young M, Shlipak MG, Gandhi M. Common clinical conditions - age, low BMI, ritonavir use, mild renal impairment - affect tenofovir pharmacokinetics in a large cohort of HIV-infected women. AIDS 2014; 28:59-66. [PMID: 24275255 PMCID: PMC3956315 DOI: 10.1097/qad.0000000000000033] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
OBJECTIVE Tenofovir is used commonly in HIV treatment and prevention settings, but factors that correlate with tenofovir exposure in real-world settings are unknown. DESIGN Intensive pharmacokinetic studies of tenofovir in a large, diverse cohort of HIV-infected women over 24 h at steady state were performed and factors that influenced exposure [assessed by areas under the concentration-time curves (AUCs)] identified. METHODS HIV-infected women (n = 101) on tenofovir-based therapy underwent intensive 24-h pharmacokinetic sampling. Data on race/ethnicity, age, exogenous steroid use, menstrual cycle phase, concomitant medications, recreational drugs and/or tobacco, hepatic and renal function, weight, and BMI were collected. Multivariable models using forward stepwise selection identified factors associated with effects on AUC. Glomerular filtration rates (GFRs) prior to starting tenofovir were estimated by the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) equation using both creatinine and cystatin-C measures. RESULTS The median (range) of tenofovir AUCs was 3350 (1031-13 911) ng × h/ml. Higher AUCs were associated with concomitant ritonavir use (1.33-fold increase, P = 0.002), increasing age (1.21-fold increase per decade, P = 0.0007), and decreasing BMI (1.04-fold increase per 10% decrease in BMI). When GFR was calculated using cystatin-C measures, mild renal insufficiency prior to tenofovir initiation was associated with higher subsequent exposure (1.35-fold increase when pre-tenofovir GFR <70 ml/min, P = 0.0075). CONCLUSION Concomitant ritonavir use, increasing age, decreasing BMI, and lower GFR prior to tenofovir initiation as estimated by cystatin C were all associated with elevated tenofovir exposure in a diverse cohort of HIV-infected women. Clinicians treating HIV-infected women should be aware of common clinical conditions that affect tenofovir exposure when prescribing this medication.
Collapse
|
49
|
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.
Collapse
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
| |
Collapse
|
50
|
Murphy K, Hoover DR, Shi Q, Cohen M, Gandhi M, Golub ET, Gustafson DR, Pearce CL, Young M, Anastos K. Association of self-reported race with AIDS death in continuous HAART users in a cohort of HIV-infected women in the United States. AIDS 2013; 27:2413-23. [PMID: 24037210 PMCID: PMC3815041 DOI: 10.1097/01.aids.0000432537.92958.73] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2013] [Revised: 06/25/2013] [Accepted: 06/27/2013] [Indexed: 01/11/2023]
Abstract
OBJECTIVE To assess the association of race with clinical outcomes in HIV-positive women on continuous HAART. DESIGN Prospective study that enrolled women from 1994 to 1995 and 2001 to 2002. SETTING Women's Interagency HIV Study, a community-based cohort in five US cities. PARTICIPANTS One thousand, four hundred and seventy-one HIV-positive continuous HAART users. MAIN OUTCOME MEASURES Times to AIDS and non-AIDS death and incident AIDS-defining illness (ADI) after HAART initiation. RESULTS In adjusted analyses, black vs. white women had higher rates of AIDS death [adjusted hazard ratio (aHR) 2.14, 95% confidence interval (CI) 1.30, 3.50; P = 0.003] and incident ADI (aHR 1.58, 95% CI 1.08, 2.32; P = 0.02), but not non-AIDS death (aHR 0.91, 95% CI 0.59, 1.39; P = 0.65). Cumulative AIDS death incidence at 10 years was 17.3 and 8.3% for black and white women, respectively. Other significant independent pre-HAART predictors of AIDS death included peak viral load (aHR 1.70 per log₁₀, 95% CI 1.34, 2.16; P < 0.001), nadir CD4⁺ cell count (aHR 0.65 per 100 cells/μl, 95% CI 0.56, 0.76; P < 0.001), depressive symptoms by Center for Epidemiology Studies Depression score at least 16 (aHR 2.10, 95% CI 1.51, 2.92; P < 0.001), hepatitis C virus infection (aHR 1.57, 95% CI 1.02, 2.40; P = 0.04), and HIV acquisition via transfusion (aHR 2.33, 95% CI 1.21, 4.49; P = 0.01). In models with time-updated HAART adherence, association of race with AIDS death remained statistically significant (aHR 3.09, 95% CI 1.38, 6.93; P = 0.006). CONCLUSION In continuous HAART-using women, black women more rapidly died from AIDS or experienced incident ADI than their white counterparts after adjusting for confounders. Future studies examining behavioral and biologic factors in these women may further the understanding of HAART prognosis.
Collapse
Affiliation(s)
- Kerry Murphy
- aAlbert Einstein College of Medicine/Montefiore Medical Center, Bronx, New York bRutgers University, Piscataway, New Jersey cSchool of Health Sciences and Practice/New York Medical College, Valhalla, New York dCook County Health and Hospitals System eRush University, Chicago, Illinois fUniversity of California San Francisco, San Francisco, California gJohns Hopkins Bloomberg School of Public Health, Baltimore, Maryland hState University of New York/Downstate Medical Center, Brooklyn, New York, USA iUniversity of Gothenburg, Gothenburg, Sweden jUniversity of Southern California, Los Angeles, California kGeorgetown University, Washington, District of Columbia, USA
| | | | | | | | | | | | | | | | | | | |
Collapse
|