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Retrospective Cohort Study
Copyright ©The Author(s) 2025.
World J Virol. Sep 25, 2025; 14(3): 107008
Published online Sep 25, 2025. doi: 10.5501/wjv.v14.i3.107008
Table 1 Comparison of characteristics between included study participants and those excluded from the analysis based on the documented number of viral load results, n (%)
Characteristicsn = 981Number of viral load results
One and excluded (n = 348)≥ two and included (n = 634)
P value
Age (year), mean ± SD39.2 ± 10.238.6 ± 9.639.5 ± 10.40.173
Age, year
    18-2424 (2.5)7 (2.0)17 (2.7)0.702
    25-34328 (33.6)121 (34.8)208 (32.8)-
    35-44411 (42.1)152 (43.7)263 (41.5)-
    45-54132 (13.5)42 (12.1)90 (14.2)-
    ≥ 5582 (8.4)26 (7.5)56 (8.8)-
Gender
    Female649 (66.1)241 (69.5)408 (64.5)0.114
    Male331 (33.7)106 (30.5)225 (35.5)-
    Missing2 (0.2)11-
Education
    No education432 (44.0)162 (47.8)270 (43.8)0.240
    ≥ primary523 (53.3)177 (52.2)346 (56.2)-
    Missing27 (2.7)918-
HIV status disclosed
    No387 (39.4)122 (35.2)265 (42.0)0.036a
    Yes588 (60.2)225 (64.8)591 (58.0)-
    Missing4 (0.4)13-
Adherence
    < 90%250 (25.5)105 (34.8)145 (25.5)0.004a
    ≥ 90%621 (63.2)197 (65.2)424 (74.5)-
    Missing111 (11.3)4665-
Advance HIV disease
    < 200161 (16.4)60 (17.2)101 (15.9)0.274
    ≥ 200660 (67.2)216 (62.1)444 (70.0)-
    Missing161 (16.4)72 (20.7)89 (14.0)-
Timing of ART initiation
    Before treat all514 (52.3)217 (62.4)297 (47.2)< 0.001a
    After treat all463 (47.2)131 (37.6)332 (52.8)-
    Missing5 (0.5)05-
Table 2 Incidence of sustained viral load suppression, persistent viremia, viral rebound, and new suppression among people living with human immunodeficiency virus in Rwanda
CharacteristicsSustained VLS
Persistent viremia
Viral rebound
Newly suppressed
n/N
%
n/N
%
n/N
%
n/N
%
Overall829/97385.242/9734.345/9734.657/9735.9
Age, year
    18-2421/2777.81/273.74/2714.81/273.7
    25-34271/31486.310/3143.215/3144.818/3145.7
    35-44332/40582.222/3325.421/4055.230/4057.4
    45-54130/13794.93/1372.23/1372.21/1370.7
    ≥ 5575/9083.36/906.72/902.27/907.8
Gender
    Female539/62286.721/6223.426/6224.236/6225.8
    Male288/34982.521/3496.019/3495.421/3496.0
Education
    No education341/42380.627/4236.424/4235.731/4237.3
    ≥ Primary465/52388.914/5232.719/5233.625/5234.8
HIV status disclosed
    No348/40685.713/4063.219/4064.726/4066.4
    Yes475/56184.729/5615.226/5614.631/5615.5
Adherence
    < 90%175/21780.617/2177.814/2176.511/2175.1
    ≥ 90%562/64886.720/6483.126/6484.040/6486.2
Advance HIV disease
    Yes122/15777.714/1578.912/1577.69/1575.7
    No585/67187.218/6712.728/6714.240/6716.0
Timing of ART initiation
    Before treat all389/45186.324/4515.317/4513.821/4514.7
    After treat all433/51384.418/5133.527/5135.335/5136.8
Table 3 Predictors of sustained viral load suppression among people living with human immunodeficiency virus in Rwanda
Characteristics
Complete case analysis
Imputed datasets
BivariateMultivariableBivariateMultivariable
IRR (95%CI)
P value
aIRR (95%CI)
P value
IRR (95%CI)
P value
aIRR (95%CI)
P value
Age, year
    18-24Reference-Reference-Reference-Reference-
    25-341.10 (0.86-1.40)0.4550.99 (0.83-1.19)0.9441.10 (0.86-1.40)0.4551.09 (0.87-1.35)0.484
    35-441.03 (0.81-1.32)0.7920.94 (0.78-1.14)0.5401.03 (0.81-1.32)0.7921.03 (0.83-1.29)0.776
    45-541.20 (0.94-1.52)0.1481.12 (0.92-1.35)0.2511.20 (0.94-1.52)0.1481.22 (0.97-1.52)0.086
    ≥ 551.05 (0.81-1.37)0.6910.98 (0.80-1.22)0.8791.05 (0.81-1.37)0.6911.09 (0.85-1.36)0.492
Gender
    FemaleReference-Reference-Reference-Reference-
    Male0.95 (0.89-1.02)0.1390.96 (0.89-1.03)0.2300.95 (0.89-1.02)0.1390.95 (0.89-1.02)0.136
Education
    No educationReference-Reference-Reference-Reference-
    ≥ Primary1.08 (1.01-1.16)0.012a1.09 (1.01-1.17)0.031a1.09 (1.02-1.16)0.012a1.09 (1.02-1.16)0.012a
HIV status disclosed
    NoReference-Reference-Reference-Reference-
    Yes0.99 (0.93-1.05)0.7331.00 (0.94-1.09)0.8400.99 (0.93-1.05)0.7711.00 (0.94-1.06)0.952
Adherence
    < 90%Reference-Reference-Reference-Reference-
    ≥ 90%1.09 (1.00-1.20)0.050a1.05 (0.96-1.15)0.3091.06 (0.99-1.15)0.1111.04 (0.96-1.12)0.349
Advance HIV disease
    NoReference-Reference-Reference-Reference-
    Yes0.87 (0.78-0.97)0.014a0.88 (0.79-0.99)0.034a0.89 (0.81-0.98)0.020a0.89 (0.82-0.98)0.019a
Timing of ART initiation
    Before treat allReference-Reference-Reference-Reference-
    After treat all0.98 (0.92-1.04)0.5430.97 (0.90-1.05)0.4660.97 (0.92-1.04)0.4320.97 (0.91-1.04)0.385
Table 4 Gradual viral load outcomes among 339 people living with human immunodeficiency virus who had three viral load results available
Number of people (%)
6 months
18 months
30 months
275 (81.2)SuppressedSuppressedSuppressed
8 (2.4)SuppressedSuppressedUnsuppressed
4 (1.2)SuppressedUnsuppressedSuppressed
15 (4.4)SuppressedUnsuppressedSuppressed
24 (7.1)UnsuppressedSuppressedSuppressed
3 (0.9)UnsuppressedUnsuppressedSuppressed
2 (0.6)UnsuppressedSuppressedUnsuppressed
8 (2.4)UnsuppressedUnsuppressedUnsuppressed