Cargando…
CD4 Variability in Malawi: Implications for Use of a CD4 Threshold of 500 Cells/mm(3) Versus Universal Eligibility for Antiretroviral Therapy
Background. Given the uncertainty about the ability of a single CD4 count to accurately classify a patient as antiretroviral therapy (ART) eligible, we sought to understand the extent to which CD4 variability results in misclassification at a CD4 threshold of 500 cells/mm(3). Methods. We performed a...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5047419/ https://www.ncbi.nlm.nih.gov/pubmed/27704028 http://dx.doi.org/10.1093/ofid/ofw180 |
_version_ | 1782457410922741760 |
---|---|
author | Schooley, Alan L. Kamudumuli, Pocha Samuel Vangala, Sitaram Tseng, Chi-hong Soko, Chifundo Parent, Julie Phiri, Khumbo Jahn, Andreas Namarika, Dan Hoffman, Risa M. |
author_facet | Schooley, Alan L. Kamudumuli, Pocha Samuel Vangala, Sitaram Tseng, Chi-hong Soko, Chifundo Parent, Julie Phiri, Khumbo Jahn, Andreas Namarika, Dan Hoffman, Risa M. |
author_sort | Schooley, Alan L. |
collection | PubMed |
description | Background. Given the uncertainty about the ability of a single CD4 count to accurately classify a patient as antiretroviral therapy (ART) eligible, we sought to understand the extent to which CD4 variability results in misclassification at a CD4 threshold of 500 cells/mm(3). Methods. We performed a prospective study of CD4 variability in Malawian human immunodeficiency virus-infected, ART-naive, World Health Organization (WHO) stage 1 or 2, nonpregnant adults. CD4 counts were performed daily for 8 days. We fit a Bayesian linear mixed-effects model of log-transformed CD4 cell counts to the data. We used Monte Carlo approximations to estimate misclassification rates for different observed values of CD4. The misclassification rate was calculated based on the conditional probability of true CD4 given the geometric mean of observed CD4 measurements. Results. Fifty patients were enrolled from 2 sites. The median age was 33.5 years (interquartile range, 27.5–40.0) and 34 (68%) were female. Misclassification rates were <1% when the observed CD4 counts were ≤250 or ≥750 cells/mm(3). Rates of misclassification were high at observed CD4 counts between 350 and 650 cells/mm(3), particularly when a single measurement was used (up to 46.7%). Conclusions. Our data show that ART eligibility based on a single CD4 count results in highest risk of misclassification when observed CD4 counts are in the range of 350–650 cells/mm(3). Given the benefits of early ART, countries should weigh the costs and complexity of CD4 testing using a 500 cell/mm(3) threshold against the cost savings and public health benefits of universal eligibility. |
format | Online Article Text |
id | pubmed-5047419 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-50474192016-10-04 CD4 Variability in Malawi: Implications for Use of a CD4 Threshold of 500 Cells/mm(3) Versus Universal Eligibility for Antiretroviral Therapy Schooley, Alan L. Kamudumuli, Pocha Samuel Vangala, Sitaram Tseng, Chi-hong Soko, Chifundo Parent, Julie Phiri, Khumbo Jahn, Andreas Namarika, Dan Hoffman, Risa M. Open Forum Infect Dis Major Articles Background. Given the uncertainty about the ability of a single CD4 count to accurately classify a patient as antiretroviral therapy (ART) eligible, we sought to understand the extent to which CD4 variability results in misclassification at a CD4 threshold of 500 cells/mm(3). Methods. We performed a prospective study of CD4 variability in Malawian human immunodeficiency virus-infected, ART-naive, World Health Organization (WHO) stage 1 or 2, nonpregnant adults. CD4 counts were performed daily for 8 days. We fit a Bayesian linear mixed-effects model of log-transformed CD4 cell counts to the data. We used Monte Carlo approximations to estimate misclassification rates for different observed values of CD4. The misclassification rate was calculated based on the conditional probability of true CD4 given the geometric mean of observed CD4 measurements. Results. Fifty patients were enrolled from 2 sites. The median age was 33.5 years (interquartile range, 27.5–40.0) and 34 (68%) were female. Misclassification rates were <1% when the observed CD4 counts were ≤250 or ≥750 cells/mm(3). Rates of misclassification were high at observed CD4 counts between 350 and 650 cells/mm(3), particularly when a single measurement was used (up to 46.7%). Conclusions. Our data show that ART eligibility based on a single CD4 count results in highest risk of misclassification when observed CD4 counts are in the range of 350–650 cells/mm(3). Given the benefits of early ART, countries should weigh the costs and complexity of CD4 testing using a 500 cell/mm(3) threshold against the cost savings and public health benefits of universal eligibility. Oxford University Press 2016-08-29 /pmc/articles/PMC5047419/ /pubmed/27704028 http://dx.doi.org/10.1093/ofid/ofw180 Text en © The Author 2016. Published by Oxford University Press on behalf of the Infectious Diseases Society of America. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com. |
spellingShingle | Major Articles Schooley, Alan L. Kamudumuli, Pocha Samuel Vangala, Sitaram Tseng, Chi-hong Soko, Chifundo Parent, Julie Phiri, Khumbo Jahn, Andreas Namarika, Dan Hoffman, Risa M. CD4 Variability in Malawi: Implications for Use of a CD4 Threshold of 500 Cells/mm(3) Versus Universal Eligibility for Antiretroviral Therapy |
title | CD4 Variability in Malawi: Implications for Use of a CD4 Threshold of 500 Cells/mm(3) Versus Universal Eligibility for Antiretroviral Therapy |
title_full | CD4 Variability in Malawi: Implications for Use of a CD4 Threshold of 500 Cells/mm(3) Versus Universal Eligibility for Antiretroviral Therapy |
title_fullStr | CD4 Variability in Malawi: Implications for Use of a CD4 Threshold of 500 Cells/mm(3) Versus Universal Eligibility for Antiretroviral Therapy |
title_full_unstemmed | CD4 Variability in Malawi: Implications for Use of a CD4 Threshold of 500 Cells/mm(3) Versus Universal Eligibility for Antiretroviral Therapy |
title_short | CD4 Variability in Malawi: Implications for Use of a CD4 Threshold of 500 Cells/mm(3) Versus Universal Eligibility for Antiretroviral Therapy |
title_sort | cd4 variability in malawi: implications for use of a cd4 threshold of 500 cells/mm(3) versus universal eligibility for antiretroviral therapy |
topic | Major Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5047419/ https://www.ncbi.nlm.nih.gov/pubmed/27704028 http://dx.doi.org/10.1093/ofid/ofw180 |
work_keys_str_mv | AT schooleyalanl cd4variabilityinmalawiimplicationsforuseofacd4thresholdof500cellsmm3versusuniversaleligibilityforantiretroviraltherapy AT kamudumulipochasamuel cd4variabilityinmalawiimplicationsforuseofacd4thresholdof500cellsmm3versusuniversaleligibilityforantiretroviraltherapy AT vangalasitaram cd4variabilityinmalawiimplicationsforuseofacd4thresholdof500cellsmm3versusuniversaleligibilityforantiretroviraltherapy AT tsengchihong cd4variabilityinmalawiimplicationsforuseofacd4thresholdof500cellsmm3versusuniversaleligibilityforantiretroviraltherapy AT sokochifundo cd4variabilityinmalawiimplicationsforuseofacd4thresholdof500cellsmm3versusuniversaleligibilityforantiretroviraltherapy AT parentjulie cd4variabilityinmalawiimplicationsforuseofacd4thresholdof500cellsmm3versusuniversaleligibilityforantiretroviraltherapy AT phirikhumbo cd4variabilityinmalawiimplicationsforuseofacd4thresholdof500cellsmm3versusuniversaleligibilityforantiretroviraltherapy AT jahnandreas cd4variabilityinmalawiimplicationsforuseofacd4thresholdof500cellsmm3versusuniversaleligibilityforantiretroviraltherapy AT namarikadan cd4variabilityinmalawiimplicationsforuseofacd4thresholdof500cellsmm3versusuniversaleligibilityforantiretroviraltherapy AT hoffmanrisam cd4variabilityinmalawiimplicationsforuseofacd4thresholdof500cellsmm3versusuniversaleligibilityforantiretroviraltherapy |