Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2019 May:114:21-25.
doi: 10.1016/j.jcv.2019.03.009. Epub 2019 Mar 18.

Early infant diagnosis HIV-1 PCR cycle-threshold predicts infant viral load at birth

Affiliations

Early infant diagnosis HIV-1 PCR cycle-threshold predicts infant viral load at birth

Ahmad Haeri Mazanderani et al. J Clin Virol. 2019 May.

Abstract

Background: HIV-1 viral load (VL) has been found to be an independent predictor for disease progression among untreated HIV-infected children. However, qualitative polymerase chain reaction (PCR) assays are routinely used for early infant diagnosis (EID).

Objectives: To predict HIV-1 VL at birth using qualitative EID real-time PCR cycle-threshold (Ct) values.

Study design: This study was a secondary analysis of results from a cohort of intrauterine HIV-1 infected neonates. Neonates were enrolled at Rahima Moosa Mother & Child Hospital in Johannesburg, South Africa between June 2014 and November 2017. Laboratory EID HIV-1 PCR testing was performed at birth using COBAS AmpliPrep/COBAS TaqMan HIV-1 Qualitative Test v2.0 (EID CAP/CTM). Some infants had simultaneous EID point-of-care (POC) testing using Xpert HIV-1 Qualitative assay (EID Xpert). Neonates with a confirmed HIV-1 detected EID result and plasma HIV-1 RNA VL test were included in this analysis. Bland-Altman analysis was used to determine extent of agreement between Ct values of both EID assays. Multivariable linear regression models adjusting for time between EID and VL testing were used to describe the association between EID Ct values and VL and to predict VL at given EID Ct values.

Results: Among 107 HIV-1 infected neonates included in the study, 59 had POC EID testing. Median VL was 28 400 copies per millilitre (cps/ml) (IQR: 1 918-218 358) - two neonates had VL < 100 cps/ml prior to antiretroviral therapy initiation. There was good correlation between Ct values of both EID assays (Spearman correlation coefficient 0.9, 95% CI: 0.8-1.0). The limits of agreement between EID CAP/CTM and Xpert Ct values were 4-11 cycles. For every one cycle increase in Ct value there was 0.3 log10 RNA decrease (95% CI: -0.3 to -0.2) for both EID assays. An EID CAP/CTM Ct value ≤ 23 and an EID Xpert Ct value ≤ 31 predicted a VL of > 5.0 log10 cps/ml in 82.2% (95% CI: 73.9-88.3) and 84.7% (95% CI: 73.7-91.8) of cases, respectively.

Conclusion: EID Ct values at birth predict VL and accurately identify infants with VL > 5.0 log10 cps/ml.

Keywords: Early infant diagnosis; HIV; Point of care; Viral load.

PubMed Disclaimer

Figures

Figure 1.
Figure 1.. Observed and Predicted VL of a) CAP/CTM EID and b) Xpert EID PCR Ct Values
EID, Early Infant Diagnosis; Ct, cycle-threshold; VL, viral load; POC, point of care; CI, confidence interval; cps/ml, copies per millilitre a) Scatter plot of observed vs predicted log10 of the first VL by CAP/CTM EID Ct value. Predictions based on linear regression model of log10 of first VL with CAP/CTM EID Ct values and time between EID and VL tests as covariates; b) Scatter plot of observed vs predicted log10 of the first VL by Xpert EID Ct value. Predictions based on linear regression model of log10 of first VL with Xpert EID Ct values and time between EID and VL tests as covariates
Figure 2.
Figure 2.. ROC analysis for a) EID CAP/CTM and b) EID Xpert PCR assays
Receiver operator curve, ROC

Similar articles

Cited by

References

    1. Newell ML, Coovadia H, Cortina-Borja M, Rollins N, Gail lard P, Dabis F. Mortality of infected and uninfected infants born to HIV-infected mothers in Africa: a pooled analysis. Lancet. 2004;364(9441):1236–43. - PubMed
    1. Bourne DE, Thompson M, Brody LL, Cotton M, Draper B, Laubscher R, et al. Emergence of a peak in early infant mortality due to HIV/AIDS in South Africa. AIDS. 2009;23(1):101–6. - PubMed
    1. Marston M, Becquet R, Zaba B, Moulton LH, Gray G, Coovadia H, et al. Net survival of perinatally and postnatally HIV-infected children: a pooled analysis of individual data from sub-Saharan Africa. International Journal of Epidemiology. 2011;40(2):385–96. - PMC - PubMed
    1. Innes S, Lazarus E, Otwombe K, Liberty A, Germanus R, Van Rensburg AJ, et al. Early severe HIV disease precedes early antiretroviral therapy in infants: Are we too late? Journal of the International AIDS Society. 2014;17(1):18914. - PMC - PubMed
    1. Mofenson LM, Korelitz J, Meyer WA, Bethel J, Rich K, Pahwa S, et al. The relationship between serum human immunodeficiency virus type 1 (HIV-1) RNA level, CD4 lymphocyte percent, and long-term mortality risk in HIV-1-infected children. J Infect Dis. 1997;175:1029–38. - PubMed

Publication types