R the study, treatment failure based on CD4 (immunological) criteria was GDC-0994 site defined as either CD4 count below the patient’s baseline measurement at 6 months of therapy, CD4 count less than 50 of peak measurement at any time after 6 months of therapy, or CD4,100 cells/mL after 12 months of therapy [9]. Treatment failure based on clinical criteria was defined as the occurrence of either new or recurrent disease of WHO clinical stage 3 or 4 at least 6 months after 1st line treatment initiation [9]. Clinical events were not considered for defining treatment failure if they occurred in the first 6 months after ART, as defined by WHO. All clinical events were registered in patient’s files and entered into the database after each consultation. Virological failure was assessed by measuring viral load (VL). WHO defines virological failure as plasma HIV-1 RNA level .5,000 copies/mL after 6 months of treatment, if adherence is considered adequate [8,9].Statistical AnalysisData were entered in FUCHIA software (Epicentre, Paris, France) and exported to and analyzed with SPSS version 18 (Chicago, IL, USA). Data variables were tabulated and analyzed using chi-square and Fisher’s exact tests. P values of ,0.05 were considered statistically significant.Ethical ApprovalThis study was approved by the Ethics Review Boards of MSF and KEMRI. Only patients who gave informed consent to participate in the study were included in this analysis.Results Study PopulationAs of the middle of April 2008, 1,037 out of the 3,471 patients on ART in the MSF Busia HIV/AIDS treatment program were deemed eligible for the study. Those excluded were 1,115 patients ?on ART ,12 months, 344 non-naive for ART or started on ART other than first line, 305 who died, 358 lost to follow up and 312 who were ,18 years old. After a second analysis of the eligible group, 111 patients were ?excluded; 13 patients were non-naive or started on ART other than first line, 71 were lost to follow-up, 14 Ipatasertib transferred out during the study, 4 died, 8 declined to participate, and one was on ART ,12 months, resulting in 926 patients for the analysis. (Figure 1). Of the patients in the study, 623 (67.3 ) were female. At the start of ART, median age was 38.3 years (interquartile range [IQR] 32.1?4.6); 724 (76.3 ) patients were WHO clinical disease stage 3 or 4; the median CD4 cell count was 133 cell/mL [IQR 68?93]; and 255 (27.5 ) patients had a body mass index (BMI) ,18.5 kg/m2 (Table 1).IQR, interquartile range; ART, antiretroviral therapy; BMI, body mass index, ARV, antiretroviral drug. doi:10.1371/journal.pone.0049834.tversion 1.2 (bioMerieux, Marcy l’Etoile, France), with limit of ?detection of 50 copies/mL.Definition of Treatment FailureThe treatment protocol of the Busia program recommended measuring CD4 cell count every 6 months and VL in patients with either clinical or immunological failure 15857111 any time after 12 months on ART. Definitions for treatment failure followed 2006 WHO guidelines. Immunological failure was confirmed with a second CD4 measurement.Clinical and Immunological Criteria in HIV/AIDSTable 3. Characteristics of patients with and without virological failure at the time of the study.Patients without virological failure (,5.000 copies/ml) Variable Number ( ) (N = 869) Demographics Gender Female Male 587 (67.5) 282 (32.5) ??Median IQRPatients with virological failure (.5.000 copies/ml) Variable Number ( ) (N = 55) Demographics Gender Female Male 34 (61.8) 21 (38.2) ??0.38 0.78 (0.44?.36) p.R the study, treatment failure based on CD4 (immunological) criteria was defined as either CD4 count below the patient’s baseline measurement at 6 months of therapy, CD4 count less than 50 of peak measurement at any time after 6 months of therapy, or CD4,100 cells/mL after 12 months of therapy [9]. Treatment failure based on clinical criteria was defined as the occurrence of either new or recurrent disease of WHO clinical stage 3 or 4 at least 6 months after 1st line treatment initiation [9]. Clinical events were not considered for defining treatment failure if they occurred in the first 6 months after ART, as defined by WHO. All clinical events were registered in patient’s files and entered into the database after each consultation. Virological failure was assessed by measuring viral load (VL). WHO defines virological failure as plasma HIV-1 RNA level .5,000 copies/mL after 6 months of treatment, if adherence is considered adequate [8,9].Statistical AnalysisData were entered in FUCHIA software (Epicentre, Paris, France) and exported to and analyzed with SPSS version 18 (Chicago, IL, USA). Data variables were tabulated and analyzed using chi-square and Fisher’s exact tests. P values of ,0.05 were considered statistically significant.Ethical ApprovalThis study was approved by the Ethics Review Boards of MSF and KEMRI. Only patients who gave informed consent to participate in the study were included in this analysis.Results Study PopulationAs of the middle of April 2008, 1,037 out of the 3,471 patients on ART in the MSF Busia HIV/AIDS treatment program were deemed eligible for the study. Those excluded were 1,115 patients ?on ART ,12 months, 344 non-naive for ART or started on ART other than first line, 305 who died, 358 lost to follow up and 312 who were ,18 years old. After a second analysis of the eligible group, 111 patients were ?excluded; 13 patients were non-naive or started on ART other than first line, 71 were lost to follow-up, 14 transferred out during the study, 4 died, 8 declined to participate, and one was on ART ,12 months, resulting in 926 patients for the analysis. (Figure 1). Of the patients in the study, 623 (67.3 ) were female. At the start of ART, median age was 38.3 years (interquartile range [IQR] 32.1?4.6); 724 (76.3 ) patients were WHO clinical disease stage 3 or 4; the median CD4 cell count was 133 cell/mL [IQR 68?93]; and 255 (27.5 ) patients had a body mass index (BMI) ,18.5 kg/m2 (Table 1).IQR, interquartile range; ART, antiretroviral therapy; BMI, body mass index, ARV, antiretroviral drug. doi:10.1371/journal.pone.0049834.tversion 1.2 (bioMerieux, Marcy l’Etoile, France), with limit of ?detection of 50 copies/mL.Definition of Treatment FailureThe treatment protocol of the Busia program recommended measuring CD4 cell count every 6 months and VL in patients with either clinical or immunological failure 15857111 any time after 12 months on ART. Definitions for treatment failure followed 2006 WHO guidelines. Immunological failure was confirmed with a second CD4 measurement.Clinical and Immunological Criteria in HIV/AIDSTable 3. Characteristics of patients with and without virological failure at the time of the study.Patients without virological failure (,5.000 copies/ml) Variable Number ( ) (N = 869) Demographics Gender Female Male 587 (67.5) 282 (32.5) ??Median IQRPatients with virological failure (.5.000 copies/ml) Variable Number ( ) (N = 55) Demographics Gender Female Male 34 (61.8) 21 (38.2) ??0.38 0.78 (0.44?.36) p.