| Literature DB >> 29381736 |
Frantz Jean Louis1, Josiane Buteau2, Kesner François3, Erin Hulland4, Jean Wysler Domerçant1, Chunfu Yang4, Jacques Boncy2, Robert Burris1, Valerie Pelletier1, Nicholas Wagar4, Varough Deyde1, David W Lowrance1, Macarthur Charles1.
Abstract
INTRODUCTION: Viral load (VL) assessment is the preferred method for diagnosing and confirming virologic failure for patients on antiretroviral therapy (ART). We conducted a retrospective cross-sectional study to evaluate the virologic suppression rate among patients on ART for ≥6 months in five hospitals around Port-au-Prince, Haiti.Entities:
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Year: 2018 PMID: 29381736 PMCID: PMC5790273 DOI: 10.1371/journal.pone.0192077
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Demographic, clinical, virologic, and immunological characteristics of study participants at the time of the first viral load testing (n = 2,313).
| Original Data | Following Multiple Imputation | ||||
|---|---|---|---|---|---|
| Characteristics | N or Median | Total N | % or IQR | % or Median (IQR) | |
| M | 868 | 2,278 | 38.1 | 38.1 | |
| F | 1,410 | 2,278 | 61.9 | 61.9 | |
| Observations missing data | 35 | 2,313 | 1.5 | ||
| Median age | 39.0 | 2,292 | 29.0–47.0 | 39.0 (29.0–47.0) | |
| 0–12 | 245 | 2,292 | 10.7 | 11.0 | |
| 13–21 | 116 | 2,292 | 5.1 | 5.1 | |
| 22–40 | 926 | 2,292 | 40.4 | 40.3 | |
| 41–50 | 590 | 2,292 | 25.7 | 25.7 | |
| >50 | 415 | 2,292 | 18.1 | 18.0 | |
| Observations missing data | 21 | 2,313 | 0.9 | ||
| Median Months | 29.0 | 2,313 | 16.0–52.0 | - | |
| <12 Months | 365 | 2,313 | 15.8 | - | |
| 12–23 Months | 543 | 2,313 | 23.5 | - | |
| 24–35 Months | 445 | 2,313 | 19.2 | - | |
| 36–47 Months | 268 | 2,313 | 11.6 | - | |
| 48–59 Months | 298 | 2,313 | 12.9 | - | |
| 60 + Months | 394 | 2,313 | 17.0 | - | |
| Median count | 329.0 | 1,839 | 183.0–593.0 | 329.0 (183.0–585.0) | |
| ≤200 | 517 | 1,839 | 28.1 | 28.4 | |
| 201–500 | 736 | 1,839 | 40.0 | 40.4 | |
| >500 | 586 | 1,839 | 31.9 | 31.3 | |
| Observations missing data | 474 | 2,313 | 20.5 | ||
| I | 136 | 943 | 14.4 | 14.8 | |
| II | 529 | 943 | 56.1 | 51.8 | |
| III | 237 | 943 | 25.1 | 29.4 | |
| IV | 41 | 943 | 4.4 | 3.9 | |
| Observations missing data | 1,370 | 2,313 | 59.2 | ||
| TDF-3TC-EFV | 576 | 2,280 | 25.3 | 25.1 | |
| TDF-3TC-NVP | 116 | 2,280 | 5.1 | 5.1 | |
| ZDV-3TC-EFV | 816 | 2,280 | 35.8 | 35.9 | |
| ZDV-3TC-NVP | 571 | 2,280 | 25.0 | 25.1 | |
| PI-based | 58 | 2,280 | 2.5 | 2.5 | |
| Other | 143 | 2,280 | 6.3 | 6.3 | |
| Observations missing data | 33 | 2,313 | 1.4 | ||
| Overall median | 300 | 2,313 | 300.0–5327.7 | - | |
| Median among those with detectable VL | 19,822.8 | 891 | 2,029.2–125,967.3 | - | |
| Median among VL <1000 and detectable VL | 574.2 | 141 | 413.1–729.5 | - | |
| Median among VL ≥1000 | 34,667.9 | 750 | 6,204.9–168,192.1 | - | |
| Adherence Median | 100.0 | 1,225 | 90.0–100.0 | 100.0 (90.0–100.0) | |
| Poor | 527 | 1,225 | 43.0 | 42.9 | |
| Good | 698 | 1,225 | 57.0 | 57.1 | |
| Observations missing data | 1,088 | 2,313 | 47.0 | ||
| No | 1,465 | 1,880 | 77.9 | 79.3 | |
| Yes | 415 | 1,880 | 22.1 | 20.7 | |
| Observations missing data | 433 | 2,313 | 18.7 | ||
| Hospital 1 | 927 | 2,313 | 40.0 | - | |
| Hospital 2 | 296 | 2,313 | 12.8 | - | |
| Hospital 3 | 580 | 2,313 | 25.1 | - | |
| Hospital 4 | 87 | 2,313 | 3.8 | - | |
| Hospital 5 | 423 | 2,313 | 18.3 | - | |
Viral load, time on ART, and hospital site were not missing any data in the original dataset and were not multiply imputed.
b Detectable viral load is defined as viral loads greater than 300 copies/mL. This excluded 1,422 observations.
Fig 1Flowchart describing the number of patients with first and second VL test and percent of virologic suppression among them.
Factors associated with viral suppression using univariable and multivariable logistic regression models.
| Univariable analysis | Multivariable analysis | |||||
|---|---|---|---|---|---|---|
| Covariables | Level | % Virologic suppression | OR | 95% CI | aOR | 95% CI |
| M | 66.0 | |||||
| F | 68.5 | 1.00 | - | 1.00 | - | |
| 0–12 | 62.0 | 0.95 | 0.58–1.58 | 0.91 | 0.54–1.52 | |
| 13–21 | 50.0 | 0.58 | 0.23–1.42 | 0.52 | 0.22–1.26 | |
| 22–40 | 63.5 | 1.00 | - | 1.00 | - | |
| 41–50 | 71.7 | 1.45 | 0.95–2.22 | |||
| >50 | 79.2 | |||||
| <12 Months | 70.1 | 1.00 | - | 1.00 | - | |
| 12–23 Months | 65.6 | 0.81 | 0.64–1.03 | 0.83 | 0.59–1.15 | |
| 24–35 Months | 61.1 | |||||
| 36–47 Months | 64.9 | 0.79 | 0.61–1.01 | 0.79 | 0.57–1.09 | |
| 48–59 Months | 69.1 | 0.95 | 0.77–1.18 | 0.95 | 0.60–1.51 | |
| 60 + Months | 75.9 | 1.34 | 0.99–1.81 | 1.36 | 0.86–2.15 | |
| ≤200 | 66.8 | 0.92 | 0.72–1.18 | |||
| 201–500 | 67.2 | 0.94 | 0.79–1.12 | |||
| >500 | 68.8 | 1.00 | - | 1.00 | - | |
| IV | 68.0 | 1.34 | 0.67–2.66 | 1.4 | 0.66–2.95 | |
| III | 64.7 | 1.14 | 0.75–1.73 | 1.11 | 0.70–1.77 | |
| II | 71.0 | |||||
| I | 61.1 | 1.00 | - | 1.00 | - | |
| ZDV-3TC-EFV | 71.5 | 1.00 | - | 1.00 | - | |
| TDF-3TC-EFV | 68.8 | 0.88 | 0.64–1.20 | 0.86 | 0.57–1.28 | |
| TDF-3TC-NVP | 66.5 | 0.80 | 0.39–1.64 | 0.92 | 0.42–2.00 | |
| ZDV-3TC-NVP | 64.7 | |||||
| PI-based | 43.8 | |||||
| Other | 62.7 | 0.67 | 0.35–1.28 | 0.80 | 0.45–1.44 | |
| Poor | 62.0 | |||||
| Good | 71.8 | 1.00 | - | 1.00 | - | |
| Yes | 62.7 | 0.77 | 0.58–1.02 | |||
| No | 68.8 | 1.00 | - | 1.00 | - | |
Those in bold type indicate significance of < 0.05.
Percent suppressed was calculated within each level of each covariable using multiply imputed data.
OR: Odds Ratio
aOR: Adjusted Odds Ratio
CI: Confidence interval