| Literature DB >> 33963757 |
Jane R Millar1,2, Nomonde Bengu3, Vinicius A Vieira2, Emily Adland2, Julia Roider1,2,4,5,6, Maximilian Muenchhoff5,7, Rowena Fillis3, Kenneth Sprenger3, Vuyokazi Ntlantsana8, Isabella Fatti3, Moherndran Archary9, Andreas Groll10, Nasreen Ismail1, Maria C García-Guerrero11, Philippa C Matthews12,13,14, Thumbi Ndung'u1,4,15,16,17, Maria C Puertas11, Javier Martinez-Picado11,18,19,20, Philip Goulder1,2,15.
Abstract
BACKGROUND: Early HIV diagnosis allows combination antiretroviral therapy (cART) initiation in the first days of life following in utero (IU) infection. The impact of early cART initiation on infant viral reservoir size in the setting of high-frequency cART nonadherence is unknown.Entities:
Keywords: HIV reservoir; digital droplet PCR; early infant diagnosis; early treatment; in utero HIV; pediatric HIV; reservoir decay; viral rebound
Mesh:
Year: 2021 PMID: 33963757 PMCID: PMC8643423 DOI: 10.1093/infdis/jiab223
Source DB: PubMed Journal: J Infect Dis ISSN: 0022-1899 Impact factor: 5.226
Baseline Characteristics of All Infants Versus Those Virally Suppressed
| Characteristic | Baseline Infants (n = 164) | Virally Suppressed Infants (n = 98) |
|
|---|---|---|---|
| Infant | |||
| Sex male, No. (%) | 60 (36.6) | 36 (36.7) | 1 |
| Median birth weight, kg, median (IQR) | 2.8 (2.4–3.1) | 2.9 (2.5–3.2) | .2 |
| Median gestational age at birth, wk, median (IQR)a | 38 (36–39) | 37.5 (37–39) | .4 |
| Dual prophylactic ART, No. (%) | 111 (67.7) | 72 (73.5) | .2 |
| PoC tested, No. (%) | 77 (47) | 41 (41.8) | .1 |
| DBS PCR result indeterminate or negative, No. (%) | 15 (9) | 11 (11.2) | .4 |
| Age of cART initiation, d, median (IQR)b | 6.5 (1–11) | 7 (1–11) | .6 |
| Age of blood draw, d, median (IQR) | 7 (1–11) | 7 (1–11) | .6 |
| Neonatal admission, No. (%) | 54 (32.9) | 29 (29.6) | .4 |
| Breast feeding, No. (%) | 130 (79.3) | 77 (78.6) | .7 |
| CD4 count, cells/μL, median (IQR) | 2120 (1291–2702) | 2222 (1371–2777) | .6 |
| CD4 percentage, median (IQR) | 44.5 (35.3–52) | 45.5 (38–53) | .11 |
| CD8 count, cells/μL, median (IQR) | 1088 (685–1587) | 983 (616–1433) | .3 |
| CD8 percentage, median (IQR) | 23 (18–32) | 22 (18–28) | .3 |
| CD4:CD8, median (IQR) | 1.84 (1.17–2.77) | 2.08 (1.45–2.84) | .2 |
| Plasma viral load, copies/mL, median (IQR) | 9700 (1200–56500) | 3700 (310–30500) |
|
| Log10 HIV DNA copies/million PBMC, median (IQR) | 2.8 (2.3–3.4) | 2.6 (2.2–3.3) | .1 |
| Mother | |||
| Age, y, median (IQR) | 25.2 (21.9–30.3) | 24.5 (21.2–29.7) | .3 |
| Acute maternal infection, No. (%) | 43 (26.2) | 29 (29.6) | .6 |
| cART initiation postnatal, No. (%) | 15 (9.1) | 8 (8.2) | 1 |
| Duration cART in pregnancy, d, median (IQR) | 104 (13–217) | 95 (8–178) | .3 |
| Self-reported maternal nonadherence, No. (%)c | 70 (54) | 36 (48) | .5 |
| CD4 count, cells/μL, median (IQR) | 460 (317–646) | 516 (350–650) | .4 |
| CD4 percentage, median (IQR) | 24 (19–31) | 25 (19–32) | .4 |
| CD8 count, cells/μL, median (IQR) | 952 (706–1272) | 910 (660–1332) | .6 |
| CD8 percentage, median (IQR) | 52.5 (43.3–58.8) | 49 (41–58) | .4 |
| CD4:CD8. median (IQR) | 0.46 (0.32–0.7) | 0.5 (0.33–0.74) | .3 |
| Plasma viral load, HIV RNA copies/mL, median (IQR) | 3750 (488–85957) | 2250 (253–20750) | .2 |
Abbreviations: cART, combination antiretroviral therapy; DBS, dried blood spot; HIV, human immunodeficiency virus; IQR, interquartile range; PCR, polymerase chain reaction; PoC, point-of-care.
aExcluded from multivariate analysis because of missing data.
bReplaced by cART prior to blood draw in multivariate analysis.
cOf all mothers who were initiated on cART prior to labor.
Figure 1.Baseline infant HIV DNA levels. A, Baseline HIV DNA levels as determined using droplet digital PCR on PBMC from 164 infants at a median age 7 days. Undetectable HIV DNA is represented by an open circle at the limit of detection for that measurement. Measurements are displayed according to the age of the infant at the time of measurement. Univariate linear regression model shown by the black line. B–D, Covariates selected using a penalized linear regression model (LASSO) are shown left to right along the x-axis in order of standardized β coefficient magnitude, which represents their relative influence on HIV DNA. Positive, orange bars indicate covariates associated with higher HIV DNA, while negative, green bars indicate covariates associated with lower HIV DNA. These selected covariates were used in the post-LASSO linear regression to calculate unpenalized, unstandardized β coefficients (Table 2). C, LASSO model for all 164 infants. C and D, Point-of-care tested infant and dried blood spot tested infant subgroups, respectively. Abbreviations: cART, combination antiretroviral therapy; HIV, human immunodeficiency virus; PBMC, peripheral blood mononuclear cell; PCR, polymerase chain reaction.
Variables Associated With Infant Baseline HIV DNA Level, a Post-LASSO Multivariate Analysis
| All Infants (n = 164) | PoC Infants (n = 77) | DBS Infants (n= 87) | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Variable | β | 95% CI |
| β | 95% CI |
| β | 95% CI |
|
| Infant plasma viral load, log10 HIV RNA copies/mL | .22 | .14 to .3 |
| .22 | .09 to .35 |
| .26 | .17 to .35 |
|
| Infant CD4, % | −.03 | −.04 to −.02 |
| −.01 | −.04 to .01 |
| −.03 | −.04 to −.02 |
|
| No antenatal cART | .61 | .24 to .98 |
| .76 | .13 to 1.39 |
| … | … | … |
| Male infant | … | … | … | −.49 | −.88 to −.09 |
| … | … | … |
| Acute maternal infection | … | … | … | .29 | −.08 to .66 |
| … | … | … |
| Infant CD4:CD8 | … | … | … | −.08 | −.28 to .11 |
| … | … | … |
| Maternal age, y | … | … | … | … | … | … | −.02 | −.04 to 0 |
|
Adjusted r2 all infants = 0.37 (P ≤ .0001); PoC infants = 0.39 (P ≤ .0001); DBS infants = 0.5 (P ≤ .0001).
Abbreviations: β, unstandardized regression coefficient estimate; cART, combination antiretroviral therapy; CI, confidence interval; DBS, dried blood spot tested; HIV, human immunodeficiency virus; PoC, point-of-care tested.
a P values for post-LASSO linear regression models should be interpreted with caution as they ignore the selection by LASSO.
Figure 2.HIV DNA decay in the viral suppression infants. Generalized additive mixed model of log10 HIV DNA over time on cART with individual infant as a random effect (intercept only). Dashed lines, 95% confidence intervals. Vertical spikes on the x-axis denote timing of observations. Abbreviations: cART, combination antiretroviral therapy; HIV, human immunodeficiency virus; PBMC, peripheral blood mononuclear cell.
Variables Influencing HIV Decay
| Variable | Estimate (95% CI) |
|
|---|---|---|
| Parametric coefficients | ||
| Intercept | 2.12 (1.8 to 2.43) | <.0001 |
| Infant sex | 0.004 (−.28 to .29) | .98 |
| Blipsa | 0.12 (−.31 to .55) | .6 |
| Documented cART nonadherenceb | −0.08 (−.22 to .06) | .3 |
| PoC tested | 0.16 (−.34 to .66) | .5 |
| Approximate significance of smooth terms |
|
|
| cART duration, d | 3.19 | <.0001 |
| Infant age at cART initiation, d | 1.00 | .80 |
| Infant age suppressed, wk | 1.00 | .0003 |
| Plasma viral load, log10 HIV RNA copies/mL over time | 1.00 | <.0001 |
| CD4 percentage over time | 2.02 | .3 |
Generalized additive mixed model adjusted R2 = 0.86.
Abbreviations: cART, combination antiretroviral therapy; CI, confidence interval; EDF, effective degrees of freedom; HIV, human immunodeficiency virus; PoC, point-of-care tested.
aA blip was defined as one plasma viral load >100 HIV RNA copies/mL preceded and followed by an undetectable plasma viral load, or a plasma viral load that increased <1 log10 HIV RNA copies/mL between consecutive monthly measurements during initial viremia decline.
bEvidence or reports of missing ≥2 doses.
Variables Influencing Time to Viral Suppression
| Variable | Univariate | Multivariate | ||
|---|---|---|---|---|
| HR (95% CI) |
| HR (95% CI) |
| |
| Baseline infant HIV DNA, log10 copies/million PBMC | 0.59 (.49–.72) |
| 0.75 (.60–.94) |
|
| Baseline infant plasma viral load, log10 HIV RNA copies/mL | 0.52 (.43–.63) |
| 0.55 (.45–.66) |
|
| Baseline infant CD4, % | 1.03 (1.01–1.05) |
| 1.02 (1.01–1.04) |
|
| Male infant | 0.87 (.60–1.27) | .5 | … | … |
| PoC tested | 0.82 (.57–1.17) | .3 | … | … |
| Infant age at cART initiation, d | 1.01 (.98–1.04) | .7 | … | … |
Cox proportional hazard model. Wald test P ≤ .0001.
Abbreviations: cART, combination antiretroviral therapy; CI, confidence interval; HIV, human immunodeficiency virus; HR, hazard ratio; PoC, point-of-care.
Variables Influencing Time to Viral Rebound
| Viral Load >100 HIV RNA Copies/mL | Viral Load >1000 HIV RNA Copies/mL | |||||||
|---|---|---|---|---|---|---|---|---|
| Univariate | Multivariate | Univariate | Multivariate | |||||
| Variable | HR (95% CI) |
| HR (95% CI) |
| HR (95% CI) |
| HR (95% CI) |
|
| Infant HIV DNA, log10 copies/million PBMC | ||||||||
| Baseline high vs lowa | 1.12 (.67–1.87) | .7 | 1.82 (.98–3.4) | .06 | 0.89 (.5–1.59) | .7 | … | … |
| Baseline continuous | 1.05 (.79–1.4) | .8 | … | … | 0.99 (.72–1.36) | .9 | 1.37 (.91–2.06) | .1 |
| Suppression high vs lowa,b | 0.92 (.47–1.79) | .8 | … | … | 0.72 (.34–1.55) | .4 | … | … |
| Suppression continuousb | 1.05 (.67–1.64) | .8 | … | … | 0.89 (.56–1.42) | .6 | … | … |
| Male infant | 0.88 (.52–1.5) | .6 | … | … | 0.78 (.42–1.43) | .4 | … | … |
| DBS tested | 0.69 (.41–1.15) | .2 | 0.60 (.35–1.03) | .07 | 0.29 (.33–1.02) | .06 | 0.57 (.31–1.01) |
|
| Infant age at viral suppression, wk | 0.97 (.94–1.01) | .1 | 0.95 (.91–.99) |
| 0.95 (.91–1) |
| 0.93 (.88–.98) |
|
| CD4 % at suppression | 1.01 (.99–1.03) | .5 | … | … | 1.01 (.98–1.03) | .5 | … | … |
Cox proportional hazard model. Wald test viral load >100 HIV RNA copies/mL P = .06; viral load >1000 HIV RNA copies/mL P = .02.
Abbreviations: cART, combination antiretroviral therapy; CI, confidence interval; DBS, dried blood spot; HIV, human immunodeficiency virus; HR, hazard ratio.
aAbove and below the median value.
bHIV DNA measurement at the time point viral suppression is achieved or within 3 months.