| Literature DB >> 30721233 |
Francis Kiweewa1, Allahna Esber2,3, Ezra Musingye1, Domonique Reed2,3, Trevor A Crowell2,3, Fatim Cham3, Michael Semwogerere1, Rosemary Namagembe1, Alice Nambuya1, Cate Kafeero1, Allan Tindikahwa1, Leigh Anne Eller2,3, Monica Millard2, Huub C Gelderblom4, Babajide Keshinro5, Yakubu Adamu5, Jonah Maswai6, John Owuoth7, Valentine Chepkorir Sing'oei6, Lucas Maganga8, Emmanuel Bahemana9, Samoel Khamadi9, Merlin L Robb2,3, Julie A Ake2, Christina S Polyak2,3, Hannah Kibuuka1.
Abstract
INTRODUCTION: The 2016 WHO consolidated guidelines on the use of antiretroviral drugs defines HIV virologic failure for low and middle income countries (LMIC) as plasma HIV-RNA ≥ 1000 copies/mL. We evaluated virologic failure and predictors in four African countries.Entities:
Mesh:
Substances:
Year: 2019 PMID: 30721233 PMCID: PMC6363169 DOI: 10.1371/journal.pone.0211344
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1The African Cohort Study (AFRICOS) clinical sites.
Fig 2Flow diagram of AFRICOS participants included in the current analysis.
Socio-demographic and clinical characteristics of 2054 HIV infected AFRICOS-participants by viral load category at the most recent visit.
| Level | Total on ART ≥ 6 months | Viral Load category (copies/mL) | p-value | |
|---|---|---|---|---|
| Viral Load <1000 | Viral Load > = 1000 | |||
| Uganda | 352 (17.1%) | 340 (18.2%) | 12 (6.5%) | <0.001 |
| SRV,Kenya | 820 (39.9%) | 751 (40.2%) | 69 (37.5%) | |
| Kisumu, Kenya | 365 (17.8%) | 341 (18.2%) | 24 (13.0%) | |
| Tanzania | 307 (14.9%) | 256 (13.7%) | 51 (27.7%) | |
| Nigeria | 210 (10.2%) | 182 (9.7%) | 28 (15.2%) | |
| 18–24 | 72 (3.5%) | 58 (3.1%) | 14 (7.6%) | <0.001 |
| 25–39 | 739 (36.0%) | 657 (35.1%) | 82 (44.6%) | |
| 40–49 | 791 (38.5%) | 729 (39.0%) | 62 (33.7%) | |
| > = 50 | 452 (22.0%) | 426 (22.8%) | 26 (14.1%) | |
| Male | 874 (42.6%) | 793 (42.4%) | 81 (44.0%) | 0.67 |
| Female | 1180 (57.4%) | 1077 (57.6%) | 103 (56.0%) | |
| Not Married | 831 (40.5%) | 745 (39.8%) | 86 (46.7%) | 0.072 |
| Married | 1220 (59.4%) | 1122 (60.0%) | 98 (53.3%) | |
| Unknown | 3 (0.1%) | 3 (0.2%) | 0 (0.0%) | |
| None or some primary | 694 (33.8%) | 648 (34.7%) | 46 (25.0%) | 0.027 |
| Some secondary | 789 (38.4%) | 711 (38.0%) | 78 (42.4%) | |
| Post-Secondary | 568 (27.7%) | 508 (27.2%) | 60 (32.6%) | |
| Missing | 3 (0.1%) | 3 (0.2%) | 0 (0.0%) | |
| Yes | 1216 (59.2%) | 1089 (58.2%) | 127 (69.0%) | 0.005 |
| No | 835 (40.7%) | 778 (41.6%) | 57 (31.0%) | |
| Missing | 3 (0.1%) | 3 (0.2%) | 0 (0.0%) | |
| <18.5 | 193 (9.4%) | 174 (9.3%) | 19 (10.3%) | 0.89 |
| 18.5-<25 | 1277 (62.2%) | 1163 (62.2%) | 114 (62.0%) | |
| > = 25 | 584 (28.4%) | 533 (28.5%) | 51 (27.7%) | |
| 0.5-<2 | 560 (27.3%) | 503 (26.9%) | 57 (31.0%) | 0.33 |
| 2-<5 | 578 (28.1%) | 524 (28.0%) | 54 (29.3%) | |
| > = 5 | 916 (44.6%) | 843 (45.1%) | 73 (39.7%) | |
| <200 | 204 (9.9%) | 135 (7.2%) | 69 (37.5%) | <0.001 |
| 200–349 | 395 (19.2%) | 354 (18.9%) | 41 (22.3%) | |
| 350–499 | 501 (24.4%) | 465 (24.9%) | 36 (19.6%) | |
| 500+ | 954 (46.4%) | 916 (49.0%) | 38 (20.7%) | |
| 1st Line | 1832 (89.2%) | 1688 (90.3%) | 144 (78.3%) | <0.001 |
| 2nd Line | 215 (10.5%) | 178 (9.5%) | 37 (20.1%) | |
| Other | 7 (0.3%) | 4 (0.2%) | 3 (1.6%) | |
| Adherence (#days missed) | ||||
| None | 1775 (86.4%) | 1635 (87.4%) | 140 (76.1%) | <0.001 |
| Any | 275 (13.4%) | 232 (12.4%) | 43 (23.4%) | |
| Missing | 4 (0.2%) | 3 (0.2%) | 1 (0.5%) | |
| No | 2033 (99.0%) | 1856 (99.3%) | 177 (96.2%) | <0.001 |
| Yes | 21 (1.0%) | 14 (0.7%) | 7 (3.8%) | |
∞p-value in this table indicates if the variables in question are significantly different without necessarily indicating the direction of the difference. P-value <0.005 indicates statistical significance.
Fig 3Overlap of participants with different thresholds of viraemia.
Unadjusted and adjusted factors associated with virologic failure (Viral load≥1000 copies/ml).
| Characteristics | Unadjusted | Site adjusted | Multivariate | |||
|---|---|---|---|---|---|---|
| RR | 95% CI | RR | 95% CI | RR | 95% CI | |
| Uganda | 1 | - | - | 1 | ||
| SRV, Kenya | 2.5 | 1.35–4.50 | - | - | 2.6 | 1.40–4.91 |
| Kisumu, Kenya | 1.9 | 0.98–3.80 | - | - | 2.2 | 1.12–4.51 |
| Tanzania | 4.9 | 2.65–8.97 | - | - | 4.3 | 2.29–8.21 |
| Nigeria | 3.9 | 2.03–7.52 | - | - | 3.3 | 1.68–6.52 |
| ≤24 | 1 | 1 | 1 | |||
| 25–39 | 0.6 | 0.34–0.95 | 0.7 | 0.40–1.14 | 0.9 | 0.48–1.61 |
| 40–49 | 0.4 | 0.24–0.68 | 0.5 | 0.28–0.81 | 0.6 | 0.32–1.11 |
| ≥ 50 | 0.3 | 0.16–0.54 | 0.3 | 0.19–0.65 | 0.4 | 0.22–0.84 |
| Male | 1 | 1 | ||||
| Female | 0.9 | 0.71–1.24 | 0.9 | 0.70–1.21 | - | - |
| - | - | |||||
| Not Married | 1 | 1 | ||||
| Married | 0.8 | 0.59–1.02 | 0.8 | 0.63–1.09 | - | - |
| None | 1 | 1 | - | - | ||
| Primary | 1.5 | 1.05–2.12 | 1.1 | 0.76–1.59 | - | - |
| Secondary School or above | 1.6 | 1.10–2.30 | 1.0 | 0.69–1.57 | - | - |
| Employed | 1 | 1 | - | |||
| Unemployed | 0.6 | 0.48–0.88 | 0.7 | 0.45–1.09 | - | - |
| <18.5 | 1 | 1 | 1 | |||
| 18.5 to 24.99 | 0.9 | 0.57–1.44 | 0.76 | 0.48–1.21 | 0.7 | 0.56–0.94 |
| >25 | 0.9 | 0.54–1.46 | 0.64 | 0.38–1.06 | 0.7 | 0.50–0.90 |
| 500 plus | 1 | 1 | 1 | |||
| Less 200 | 8.5 | 5.9–12.1 | 7.6 | 5.3–10.9 | 6.9 | 4.7–10.2 |
| 200–349 | 2.8 | 1.9–4.3 | 2.7 | 1.8–4.0 | 2.5 | 1.6–3.8 |
| 350–499 | 1.8 | 1.1–2.7 | 1.7 | 1.1–2.6 | 1.7 | 1.1 2.6 |
| Less than 500 | 1 | 1 | 1 | |||
| At least 500 | 0.3 | 0.21–0.42 | 0.3 | 0.22–0.45 | 0.3 | 0.23–0.49 |
| Less than 2 years | 1 | 1 | - | - | ||
| 2–<5 | 0.9 | 0.64–1.31 | 0.9 | 0.63–1.28 | - | - |
| ≥5 years | 0.8 | 0.56–1.09 | 0.7 | 0.52–1.00 | - | - |
| First line, NNRTI-based | 1 | 1 | 1 | |||
| Second line, PI-based | 2.2 | 1.57–3.05 | 2.0 | 1.47–2.87 | 1.8 | 1.28–2.66 |
| Other | 5.4 | 2.28–13.01 | 4.8 | 1.99–11.37 | 3.8 | 1.18–11.98 |
| No | 1 | 1 | 1 | |||
| Yes | 3.8 | 2.06–7.12 | 4.1 | 2.33–7.15 | 3.7 | 1.69–8.05 |
| None | 1 | 1 | 1 | |||
| Any days | 2.0 | 1.44–2.72 | 2.0 | 1.40–2.73 | 1.8 | 1.27–2.57 |
| 1 | 1 | - | - | |||
| 1.2 | 0.64–2.27 | 1.1 | 0.58–2.08 | - | - | |
Unadjusted and adjusted factors associated with viraemia.
| Characteristics | Viraemia | Persistent Viraemia | ||||||
|---|---|---|---|---|---|---|---|---|
| Unadjusted | Multivariate | Unadjusted | Multivariate | |||||
| RR | 95% CI | RR | 95% CI | RR | 95% CI | RR | 95% CI | |
| Uganda | 1 | 1 | 1 | 1 | ||||
| SRV, Kenya | 2.0 | 1.33–2.99 | 1.6 | 1.04–2.59 | 3.1 | 1.50–6.46 | 2.3 | 1.15–4.68 |
| Kisumu, Kenya | 2.1 | 1.33–3.23 | 1.7 | 1.01–2.75 | 2.7 | 1.25–6.01 | 2.9 | 1.34–6.15 |
| Tanzania | 5.9 | 4.00–8.73 | 4.5 | 2.81–7.13 | 7.6 | 3.66–15.75 | 4.9 | 2.36–10.13 |
| Nigeria | 3.7 | 2.43–5.74 | 3.7 | 2.43–5.72 | 5.8 | 2.69–12.40 | 4.5 | 2.20–9.35 |
| ≤24 | 1 | - | - | 1 | 1 | |||
| 25–39 | 0.6 | 0.44–0.90 | - | - | 0.3 | 0.21–0.54 | 0.7 | 0.44–1.25 |
| 40–49 | 0.5 | 0.38–0.78 | - | - | 0.2 | 0.15–0.41 | 0.5 | 0.32–0.96 |
| ≥ 50 | 0.5 | 0.32–0.70 | - | - | 0.2 | 0.14–0.41 | 0.5 | 0.28–0.85 |
| Male | 1 | - | 1 | - | ||||
| Female | 0.87 | 0.72–1.03 | - | - | 1.0 | 0.73–1.32 | - | - |
| Not Married | 1 | 1 | 1 | |||||
| Married | 0.77 | 0.65–0.92 | - | - | 0.6 | 0.46–0.82 | 0.7 | 0.54–0.97 |
| None | 1 | - | - | 1 | - | - | ||
| Primary | 1.54 | 1.23–1.93 | - | - | 1.4 | 0.96–2.04 | - | - |
| > = Secondary School | 1.53 | 1.20–1.95 | - | - | 1.8 | 1.20–2.57 | - | - |
| Employed | 1 | 1 | 1 | - | ||||
| Unemployed | 0.62 | 0.51–0.75 | 0.7 | 0.54–0.93 | 0.6 | 0.43–0.81 | 0.6 | 0.38–1.00 |
| <18.5 | 1 | 1 | 1 | - | ||||
| 18.5 to 24.99 | 0.80 | 0.60–1.04 | 0.7 | 0.56–0.94 | 0.8 | 0.50–1.24 | - | - |
| ≥25 | 0.77 | 0.57–1.04 | 0.7 | 0.50–0.90 | 0.7 | 0.43–1.18 | - | - |
| Less than 500 | 1 | 1 | 1 | |||||
| At least 500 | 0.6 | 0.47–0.68 | 0.63 | 0.52–0.765 | 0.3 | 0.24–0.48 | 0.4 | 0.28–0.58 |
| Less than 2 years | 1 | - | - | 1 | - | - | ||
| 2–<5 | 1.0 | 0.79–1.27 | - | - | 0.8 | 0.54–1.27 | - | - |
| ≥5 years | 0.97 | 0.78–1.20 | - | - | 1.0 | 0.68–1.45 | - | - |
| 1st Line | 1 | 1 | 1 | 1 | ||||
| 2nd Line | 2.3 | 1.91–2.82 | 2.1 | 1.70–2.50 | 3.9 | 2.93–5.28 | 3.0 | 2.26–4.10 |
| Other | 2.5 | 1.08–6.03 | 1.5 | 0.82–2.59 | 4.9 | 1.57–15.54 | 3.8 | 1.40–0.47 |
| No | 1 | 1 | 1 | - | ||||
| Yes | 2.2 | 1.37–3.73 | 1.7 | 1.14–2.68 | 2.5 | 1.03–5.97 | - | - |
| None | 1 | 1 | 1 | - | ||||
| Any days | 1.4 | 1.12–1.76 | 1.3 | 1.03–1.60 | 1.4 | 1.00–2.10 | - | - |
| No | 1 | - | - | 1 | - | - | ||
| Yes | 1.4 | 0.96–2.01 | - | - | 1.7 | 0.96–3.00 | - | - |
¶Backwards selection with 0.05 significance level was used to select variables for inclusion in the final multivariable models