Evidence map›Paper›PMID 28605170›Full record

ArticleJournal of the International AIDS Society2017

Pharmacokinetics-based adherence measures for antiretroviral therapy in HIV-infected Kenyan children.

Wanzhu Tu, Winstone M Nyandiko, Hai Liu, James E Slaven, Michael L Scanlon, Samuel O Ayaya, Rachel C Vreeman

Abstract read
In one paragraph

Article in Journal of the International AIDS Society, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
–field-weighted citation impact
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

8 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Statistical analysis of one-compartment pharmacokinetic models with drug adherence.Journal of pharmacokinetics and pharmacodynamics · 2022
    Article
  5. Review
  6. Article
  7. Article
  8. Article
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

7 authors.

Wanzhu TuDepartment of Biostatistics, Indiana University School of Medicine, Indianapolis, IN, USA.
Winstone M NyandikoAcademic Model Providing Access to Healthcare (AMPATH), Eldoret, Kenya.
Hai LiuAcademic Model Providing Access to Healthcare (AMPATH), Eldoret, Kenya.
James E SlavenDepartment of Biostatistics, Indiana University School of Medicine, Indianapolis, IN, USA.
Michael L ScanlonAcademic Model Providing Access to Healthcare (AMPATH), Eldoret, Kenya.
Samuel O AyayaAcademic Model Providing Access to Healthcare (AMPATH), Eldoret, Kenya.
Rachel C VreemanAcademic Model Providing Access to Healthcare (AMPATH), Eldoret, Kenya.

Funding

Development of an Antiretroviral Therapy Adherence Measure for PediatricsK23MH087225 · NIMH · INDIANA UNIVERSITY INDIANAPOLIS · PI VREEMAN, RACHEL CHRISTINE · 2009 to 2013
$862k
NIMH NIH HHS 1K23MH087225NIMH NIH HHS K23 MH087225PEPFAR
6 · The paper itself

Abstract

backgroundTraditional medication adherence measures do not account for the pharmacokinetic (PK) properties of the drugs, potentially misrepresenting true therapeutic exposure.

methodsIn a population of HIV-infected Kenyan children on antiretroviral therapy including nevirapine (NVP), we used a one-compartment model with previously established PK parameters and Medication Event Monitoring Systems (MEMS®)-recorded dosing times to estimate the mean plasma concentration of NVP (Cp) in individual patients during 1 month of follow-up. Intended NVP concentration (Cp') was calculated under a perfectly followed dosing regimen and frequency. The ratio between the two (R = Cp/Cp') characterized the patient's NVP exposure as compared to intended level. Smaller R values indicated poorer adherence. We validated R by evaluating its association with MEMS®-defined adherence, CD4%, and spot-check NVP plasma concentrations assessed at 1 month.

resultsIn data from 152 children (82 female), children were mean age 7.7 years (range 1.5-14.9) and on NVP an average of 2.2 years. Mean MEMS® adherence was 79%. The mean value of R was 1.11 (SD 0.37). R was positively associated with MEMS® adherence (

conclusionThe proposed adherence measures, R, captured patient drug-taking behaviours and PK properties.

Indexed as

Medication AdherenceAdolescentAnti-HIV AgentsChildChild, PreschoolFemaleHIV InfectionsHumansInfantKenyaMaleNevirapineAnti-HIV AgentsNevirapineadherenceelectronic dose monitoringmeasurement validationNevirapinepediatricspharmacokinetics

Identifiers

PMID28605170
PMCPMC5515048

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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.