Evidence map›Paper›PMID 34030726›Full record

Trial reportBMC pharmacology & toxicology2021

Pharmacokinetic-pharmacodynamic modelling of atazanavir in hair among adolescents on antiretroviral treatment in Zimbabwe.

Bernard Ngara, Simbarashe Zvada, Tariro Dianah Chawana, Charles Fungai Brian Nhachi, Simbarashe Rusakaniko

Open access · goldAbstract readRandomized Controlled Trial
In one paragraph

Trial report in BMC pharmacology & toxicology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact, top 95% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed, 0 citations in OpenAlex.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors at 2 institutions in 2 countries.

Bernard NgaraDepartment of Community Medicine, University of Zimbabwe College of Health Sciences, Mazowe Street, Parirenyatwa Complex, P. O Box A178 Avondale, Harare, Zimbabwe. bernardngara4@gmail.com.ORCID 0000-0002-8355-5954
Simbarashe ZvadaDepartment of Clinical Pharmacology, Stellenbosch University, Private Bag X1, Matieland, Stellenbosch, 7602, South Africa.
Tariro Dianah ChawanaDepartment of Clinical Pharmacology, University of Zimbabwe College of Health Sciences, Mazowe Street, Parirenyatwa Complex, P. O Box A178 Avondale, Harare, Zimbabwe.
Charles Fungai Brian NhachiDepartment of Clinical Pharmacology, University of Zimbabwe College of Health Sciences, Mazowe Street, Parirenyatwa Complex, P. O Box A178 Avondale, Harare, Zimbabwe.
Simbarashe RusakanikoDepartment of Community Medicine, University of Zimbabwe College of Health Sciences, Mazowe Street, Parirenyatwa Complex, P. O Box A178 Avondale, Harare, Zimbabwe.
University of Zimbabwe · ZWStellenbosch University · ZA

Funding

Plugging Hair ARV Levels as Adherence Biomarkers into HIV Prevention TrialsR01AI098472 · NIAID · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI GANDHI, MONICA · 2012 to 2021
$5.6M
Training for Research Excellence and MeNtorship in Tuberculosis (TRENT)D43TW009539 · FIC · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI METCALFE, JOHN ZAPATA · 2013 to 2022
$2.9M
African Program for Research training in HIV, TB and associated opportunistic infU2RTW006878 · FIC · STANFORD UNIVERSITY · PI KATZENSTEIN, DAVID ALLENBERG · 2005 to 2009
$747k
FIC NIH HHS D43 TW009539FIC NIH HHS U2R TW006878NIAID NIH HHS R01 AI098472
6 · The paper itself

Abstract

backgroundDrug potency is a pharmacological parameter defining dose or concentration of drug required to obtain 50% of the drug's maximal effect. Pharmacokinetic-pharmacodynamic modelling and simulation allows estimation of potency and evaluate strategies improving treatment outcome. The objective of our study is to determine potency of atazanavir in hair, defined as atazanavir level in hair associated with 50% probability of failing to achieve viral load below 1000 copies/ml among adolescents, and explore the effect of participant specific variables on potency.

methodsA secondary analysis was performed on data from a previous study conducted in HIV-infected adolescents failing 2nd line ART from Harare central hospital, Zimbabwe, between 2015 and 2016. We simulated atazanavir concentrations in hair using NONMEM (version 7.3) ADVAN 13, based on a previously established pharmacokinetic model. Logistic regression methods were used for PKPD analysis. Simulations utilising PKPD model focused on estimation of potency and exploring the effect of covariates.

resultsThe potency of atazanavir in hair was found to be 4.5 ng/mg hair before adjusting for covariate effects. Participants at three months follow-up, reporting adequate adherence, having normal BMI-for-age, and cared for by mature guardians had increased potency of atazanavir in hair of 2.6 ng/mg, however the follow-up event was the only statistically significant factor at 5% level.

conclusionAtazanavir in hair in the range 2.6 to 4.5 ng/mg is associated with above 50% probability of early viral load suppression. Adherence monitoring to adolescents with lower potency of atazanavir is recommended. The effect self-reported adherence level, BMI-for-age, and caregiver status require further evaluation.

Indexed as

Anti-Retroviral AgentsAtazanavir SulfateHIV InfectionsModels, BiologicalAdolescentCaregiversFemaleHairHumansLamivudineMaleMedication AdherenceOverweightRitonavirTenofovirThinnessAnti-Retroviral AgentsAtazanavir SulfateLamivudineRitonavirTenofovirAdolescentsHairHIVModellingPharmacodynamicsPharmacokinetics

Identifiers

PMID34030726
PMCPMC8147021
OpenAlexW3164603964

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.