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Published in: AIDS Research and Therapy 1/2007

Open Access 01-12-2007 | Research

Determining eligibility for antiretroviral therapy in resource-limited settings using total lymphocyte counts, hemoglobin and body mass index

Authors: David M Moore, Anna Awor, Robert S Downing, Willy Were, Peter Solberg, David Tu, Keith Chan, Robert S Hogg, Jonathan Mermin

Published in: AIDS Research and Therapy | Issue 1/2007

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Abstract

Background

CD4+ T lymphocyte (CD4) cell count testing is the standard method for determining eligibility for antiretroviral therapy (ART), but is not widely available in sub-Saharan Africa. Total lymphocyte counts (TLCs) have not proven sufficiently accurate in identifying subjects with low CD4 counts. We developed clinical algorithms using TLCs, hemoglobin (Hb), and body mass index (BMI) to identify patients who require ART.

Methods

We conducted a cross-sectional study of HIV-infected adults in Uganda, who presented for assessment for ART-eligibility with WHO clinical stages I, II or III. Two by two tables were constructed to examine TLC thresholds, which maximized sensitivity for CD4 cell counts ≤ 200 cells μL, while minimizing the number offered ART with counts > 350 cells μL. Hb and BMI values were then examined to try to improve model performance.

Results

1787 subjects were available for analysis. Median CD4 cell counts and TLCs, were 239 cells/μL and 1830 cells/μL, respectively. Offering ART to all subjects with a TLCs ≤ 2250 cells/μL produced a sensitivity of 0.88 and a false positive ratio of 0.21. Algorithms that treated all patients with a TLC <2000 cells/μL, excluded all patients with a TLC >3000 cells/μL, and used Hb and/or BMI values to determine eligibility for those with TLC values between 2000 and 3000 cells/μL, marginally improved accuracy.

Conclusion

TLCs appear useful in predicting who would be eligible for ART based on CD4 cell count criteria. Hb and BMI values may be useful in prioritizing patients for ART, but did not improve model accuracy.
Appendix
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Literature
1.
go back to reference World Health Organization: Scaling up antiretroviral therapy in resource limited settings: Guidelines for a Public Health Approach. 2003, Geneva: , WHO World Health Organization: Scaling up antiretroviral therapy in resource limited settings: Guidelines for a Public Health Approach. 2003, Geneva: , WHO
2.
go back to reference World Health Organization: Antiretroviral therapy for HIV infection in adults and adolescents in resource-limited settings: towards universal access. 2006, 2006 (March 3, 2006.): Geneva, Switzerland. , World Health Organization World Health Organization: Antiretroviral therapy for HIV infection in adults and adolescents in resource-limited settings: towards universal access. 2006, 2006 (March 3, 2006.): Geneva, Switzerland. , World Health Organization
3.
go back to reference Tassie JM, Marquardt T, Damisoni H, Odhiambo OD, Mulemba M, Szumilin E, Legros D: Indirect markers to initiate highly active antiretroviral therapy in a rural African setting. Aids. 2004, 18 (8): 1226-1228. 10.1097/00002030-200405210-00025CrossRefPubMed Tassie JM, Marquardt T, Damisoni H, Odhiambo OD, Mulemba M, Szumilin E, Legros D: Indirect markers to initiate highly active antiretroviral therapy in a rural African setting. Aids. 2004, 18 (8): 1226-1228. 10.1097/00002030-200405210-00025CrossRefPubMed
4.
go back to reference Jacobson MA, Liu L, Khayam-Bashi H, Deeks SG, Hecht FM, Kahn J: Absolute or total lymphocyte count as a marker for the CD4 T lymphocyte criterion for initiating antiretroviral therapy. Aids. 2003, 17 (6): 917-919. 10.1097/00002030-200304110-00019CrossRefPubMed Jacobson MA, Liu L, Khayam-Bashi H, Deeks SG, Hecht FM, Kahn J: Absolute or total lymphocyte count as a marker for the CD4 T lymphocyte criterion for initiating antiretroviral therapy. Aids. 2003, 17 (6): 917-919. 10.1097/00002030-200304110-00019CrossRefPubMed
5.
go back to reference Kumarasamy N, Mahajan AP, Flanigan TP, Hemalatha R, Mayer KH, Carpenter CC, Thyagarajan SP, Solomon S: Total lymphocyte count (TLC) is a useful tool for the timing of opportunistic infection prophylaxis in India and other resource-constrained countries. J Acquir Immune Defic Syndr. 2002, 31 (4): 378-383.CrossRefPubMed Kumarasamy N, Mahajan AP, Flanigan TP, Hemalatha R, Mayer KH, Carpenter CC, Thyagarajan SP, Solomon S: Total lymphocyte count (TLC) is a useful tool for the timing of opportunistic infection prophylaxis in India and other resource-constrained countries. J Acquir Immune Defic Syndr. 2002, 31 (4): 378-383.CrossRefPubMed
6.
go back to reference Spacek LA, Griswold M, Quinn TC, Moore RD: Total lymphocyte count and hemoglobin combined in an algorithm to initiate the use of highly active antiretroviral therapy in resource-limited settings. Aids. 2003, 17 (9): 1311-1317. 10.1097/00002030-200306130-00005CrossRefPubMed Spacek LA, Griswold M, Quinn TC, Moore RD: Total lymphocyte count and hemoglobin combined in an algorithm to initiate the use of highly active antiretroviral therapy in resource-limited settings. Aids. 2003, 17 (9): 1311-1317. 10.1097/00002030-200306130-00005CrossRefPubMed
7.
go back to reference Schechter M, Zajdenverg R, Machado LL, Pinto ME, Lima LA, Perez MA: Predicting CD4 counts in HIV-infected Brazilian individuals: a model based on the World Health Organization staging system. J Acquir Immune Defic Syndr. 1994, 7 (2): 163-168.PubMed Schechter M, Zajdenverg R, Machado LL, Pinto ME, Lima LA, Perez MA: Predicting CD4 counts in HIV-infected Brazilian individuals: a model based on the World Health Organization staging system. J Acquir Immune Defic Syndr. 1994, 7 (2): 163-168.PubMed
8.
go back to reference Ferris DC, Dawood H, Magula NP, Lalloo UG: Application of an algorithm to predict CD4 lymphocyte count below 200 cells/mm(3) in HIV-infected patients in South Africa. Aids. 2004, 18 (10): 1481-1482. 10.1097/01.aids.0000131345.99160.28CrossRefPubMed Ferris DC, Dawood H, Magula NP, Lalloo UG: Application of an algorithm to predict CD4 lymphocyte count below 200 cells/mm(3) in HIV-infected patients in South Africa. Aids. 2004, 18 (10): 1481-1482. 10.1097/01.aids.0000131345.99160.28CrossRefPubMed
9.
go back to reference Hogg RS, Yip B, Chan KJ, Wood E, Craib KJ, O'Shaughnessy MV, Montaner JS: Rates of disease progression by baseline CD4 cell count and viral load after initiating triple-drug therapy. Jama. 2001, 286 (20): 2568-2577. 10.1001/jama.286.20.2568CrossRefPubMed Hogg RS, Yip B, Chan KJ, Wood E, Craib KJ, O'Shaughnessy MV, Montaner JS: Rates of disease progression by baseline CD4 cell count and viral load after initiating triple-drug therapy. Jama. 2001, 286 (20): 2568-2577. 10.1001/jama.286.20.2568CrossRefPubMed
10.
go back to reference Coetzee D, Hildebrand K, Boulle A, Maartens G, Louis F, Labatala V, Reuter H, Ntwana N, Goemaere E: Outcomes after two years of providing antiretroviral treatment in Khayelitsha, South Africa. Aids. 2004, 18 (6): 887-895. 10.1097/00002030-200404090-00006CrossRefPubMed Coetzee D, Hildebrand K, Boulle A, Maartens G, Louis F, Labatala V, Reuter H, Ntwana N, Goemaere E: Outcomes after two years of providing antiretroviral treatment in Khayelitsha, South Africa. Aids. 2004, 18 (6): 887-895. 10.1097/00002030-200404090-00006CrossRefPubMed
11.
go back to reference Laurent C, Diakhate N, Gueye NF, Toure MA, Sow PS, Faye MA, Gueye M, Laniece I, Toure Kane C, Liegeois F, Vergne L, Mboup S, Badiane S, Ndoye I, Delaporte E: The Senegalese government's highly active antiretroviral therapy initiative: an 18-month follow-up study. Aids. 2002, 16 (10): 1363-1370. 10.1097/00002030-200207050-00008CrossRefPubMed Laurent C, Diakhate N, Gueye NF, Toure MA, Sow PS, Faye MA, Gueye M, Laniece I, Toure Kane C, Liegeois F, Vergne L, Mboup S, Badiane S, Ndoye I, Delaporte E: The Senegalese government's highly active antiretroviral therapy initiative: an 18-month follow-up study. Aids. 2002, 16 (10): 1363-1370. 10.1097/00002030-200207050-00008CrossRefPubMed
12.
go back to reference Weidle PJ, Malamba S, Mwebaze R, Sozi C, Rukundo G, Downing R, Hanson D, Ochola D, Mugyenyi P, Mermin J, Samb B, Lackritz E: Assessment of a pilot antiretroviral drug therapy programme in Uganda: patients' response, survival, and drug resistance. Lancet. 2002, 360 (9326): 34-40. 10.1016/S0140-6736(02)09330-3CrossRefPubMed Weidle PJ, Malamba S, Mwebaze R, Sozi C, Rukundo G, Downing R, Hanson D, Ochola D, Mugyenyi P, Mermin J, Samb B, Lackritz E: Assessment of a pilot antiretroviral drug therapy programme in Uganda: patients' response, survival, and drug resistance. Lancet. 2002, 360 (9326): 34-40. 10.1016/S0140-6736(02)09330-3CrossRefPubMed
13.
go back to reference Mermin J, Lule J, Ekwaru JP, Malamba S, Downing R, Ransom R, Kaharuza F, Culver D, Kizito F, Bunnell R, Kigozi A, Nakanjako D, Wafula W, Quick R: Effect of co-trimoxazole prophylaxis on morbidity, mortality, CD4-cell count, and viral load in HIV infection in rural Uganda. Lancet. 2004, 364 (9443): 1428-1434. 10.1016/S0140-6736(04)17225-5CrossRefPubMed Mermin J, Lule J, Ekwaru JP, Malamba S, Downing R, Ransom R, Kaharuza F, Culver D, Kizito F, Bunnell R, Kigozi A, Nakanjako D, Wafula W, Quick R: Effect of co-trimoxazole prophylaxis on morbidity, mortality, CD4-cell count, and viral load in HIV infection in rural Uganda. Lancet. 2004, 364 (9443): 1428-1434. 10.1016/S0140-6736(04)17225-5CrossRefPubMed
14.
go back to reference Vollset SE: Confidence intervals for a binomial proportion. Statistics in Medicine. 1993, 12: 809 -8824.CrossRefPubMed Vollset SE: Confidence intervals for a binomial proportion. Statistics in Medicine. 1993, 12: 809 -8824.CrossRefPubMed
15.
go back to reference Etard JF, Dieng A, Diouf A, Thierry-Mieg M, Cilote V, Taverne B, Mboup S, Ndoye I, Delaporte E, Sow P, 1290. ARNS: Mortality and causes of death in adults receiving HAART in Senegal: A 7-year cohort study.: Feb 5 - 8 2006; Denver, CO. 2006, 1: Etard JF, Dieng A, Diouf A, Thierry-Mieg M, Cilote V, Taverne B, Mboup S, Ndoye I, Delaporte E, Sow P, 1290. ARNS: Mortality and causes of death in adults receiving HAART in Senegal: A 7-year cohort study.: Feb 5 - 8 2006; Denver, CO. 2006, 1:
16.
go back to reference Sinkala M, Levy J, Zulu I, Mwango A, Stringer E, Chi B, Reid S, Ellerbrock T, Bulterys M, Stringer J: Rapid scale up of antiretroviral services in Zambia: 1-year clinical and immunologic outcomes.: Feb 5 - 8 2006; Denver, CO..2006, 1: Sinkala M, Levy J, Zulu I, Mwango A, Stringer E, Chi B, Reid S, Ellerbrock T, Bulterys M, Stringer J: Rapid scale up of antiretroviral services in Zambia: 1-year clinical and immunologic outcomes.: Feb 5 - 8 2006; Denver, CO..2006, 1:
17.
go back to reference Yeni PG, Hammer SM, Hirsch MS, Saag MS, Schechter M, Carpenter CC, Fischl MA, Gatell JM, Gazzard BG, Jacobsen DM, Katzenstein DA, Montaner JS, Richman DD, Schooley RT, Thompson MA, Vella S, Volberding PA: Treatment for adult HIV infection: 2004 recommendations of the International AIDS Society-USA Panel. Jama. 2004, 292 (2): 251-265. 10.1001/jama.292.2.251CrossRefPubMed Yeni PG, Hammer SM, Hirsch MS, Saag MS, Schechter M, Carpenter CC, Fischl MA, Gatell JM, Gazzard BG, Jacobsen DM, Katzenstein DA, Montaner JS, Richman DD, Schooley RT, Thompson MA, Vella S, Volberding PA: Treatment for adult HIV infection: 2004 recommendations of the International AIDS Society-USA Panel. Jama. 2004, 292 (2): 251-265. 10.1001/jama.292.2.251CrossRefPubMed
18.
go back to reference Uganda Ministry of Health ORC Macro: Uganda HIV/AIDS Sero-behavioural survey 2004 - 2005. 2006, Calverton, MD, USA. , Uganda Ministry of Health,ORC Macro Uganda Ministry of Health ORC Macro: Uganda HIV/AIDS Sero-behavioural survey 2004 - 2005. 2006, Calverton, MD, USA. , Uganda Ministry of Health,ORC Macro
19.
go back to reference Badri M, Wood R: Usefulness of total lymphocyte count in monitoring highly active antiretroviral therapy in resource-limited settings. Aids. 2003, 17 (4): 541-545. 10.1097/00002030-200303070-00009CrossRefPubMed Badri M, Wood R: Usefulness of total lymphocyte count in monitoring highly active antiretroviral therapy in resource-limited settings. Aids. 2003, 17 (4): 541-545. 10.1097/00002030-200303070-00009CrossRefPubMed
20.
go back to reference Schreibman T, Friedland G: Use of total lymphocyte count for monitoring response to antiretroviral therapy. Clin Infect Dis. 2004, 38 (2): 257-262. 10.1086/380792CrossRefPubMed Schreibman T, Friedland G: Use of total lymphocyte count for monitoring response to antiretroviral therapy. Clin Infect Dis. 2004, 38 (2): 257-262. 10.1086/380792CrossRefPubMed
21.
go back to reference Bedell R, Heath KV, Hogg RS, Wood E, Press N, Yip B, O'Shaughnessy MV, Montaner JS: Total lymphocyte count as a possible surrogate of CD4 cell count to prioritize eligibility for antiretroviral therapy among HIV-infected individuals in resource-limited settings. Antivir Ther. 2003, 8 (5): 379-384.PubMed Bedell R, Heath KV, Hogg RS, Wood E, Press N, Yip B, O'Shaughnessy MV, Montaner JS: Total lymphocyte count as a possible surrogate of CD4 cell count to prioritize eligibility for antiretroviral therapy among HIV-infected individuals in resource-limited settings. Antivir Ther. 2003, 8 (5): 379-384.PubMed
22.
go back to reference Post FA, Wood R, Maartens G: CD4 and total lymphocyte counts as predictors of HIV disease progression. Qjm. 1996, 89 (7): 505-508.CrossRefPubMed Post FA, Wood R, Maartens G: CD4 and total lymphocyte counts as predictors of HIV disease progression. Qjm. 1996, 89 (7): 505-508.CrossRefPubMed
Metadata
Title
Determining eligibility for antiretroviral therapy in resource-limited settings using total lymphocyte counts, hemoglobin and body mass index
Authors
David M Moore
Anna Awor
Robert S Downing
Willy Were
Peter Solberg
David Tu
Keith Chan
Robert S Hogg
Jonathan Mermin
Publication date
01-12-2007
Publisher
BioMed Central
Published in
AIDS Research and Therapy / Issue 1/2007
Electronic ISSN: 1742-6405
DOI
https://doi.org/10.1186/1742-6405-4-1

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