The Rates of HIV Superinfection and Primary HIV Incidence in a General Population in Rakai, Uganda
MAJOR ARTICLE
The Rates of HIV Superinfection and Primary
HIV Incidence in a General Population
in Rakai, Uganda
Andrew D. Redd,1 Caroline E. Mullis,2 David Serwadda,4,5 Xiangrong Kong,3 Craig Martens,7 Stacy M. Ricklefs,7
Aaron A. R. Tobian,2 Changchang Xiao,3 Mary K. Grabowski,3 Fred Nalugoda,4 Godfrey Kigozi,4 Oliver Laeyendecker,1,2
Joseph Kagaayi,4 Nelson Sewankambo,4,6 Ronald H. Gray,3 Stephen F. Porcella,7 Maria J. Wawer,3,a
and Thomas C. Quinn1,2,a
1
Background. Human immunodeficiency virus (HIV) superinfection has been documented in high-risk individuals; however, the rate of superinfection among HIV-infected individuals within a general population remains
unknown.
Methods. A novel next-generation ultra-deep sequencing technique was utilized to determine the rate of HIV
superinfection in a heterosexual population by examining two regions of the viral genome in longitudinal samples
from recent HIV seroconverters (n = 149) in Rakai District, Uganda.
Results. The rate of superinfection was 1.44 per 100 person years (PYs) (95% confidence interval [CI], .4–2.5)
and consisted of both inter- and intrasubtype superinfections. This was compared to primary HIV incidence in
20 220 initially HIV-negative individuals in the general population in Rakai (1.15 per 100 PYs; 95% CI, 1.1–1.2;
P = .26). Propensity score matching (PS) was used to control for differences in sociodemographic and behavioral
characteristics between the HIV-positive individuals at risk for superinfection and the HIV-negative population at
baseline and follow-up. After PS matching, the estimated rate of primary incidence was 3.28 per 100 PYs (95% CI,
2.0–5.3; P = .07) controlling for baseline differences and 2.51 per 100 PYs (95% CI, 1.5–4.3; P = .24) controlling
for follow-up differences.
Conclusions. This suggests that the rate of HIV superinfection in a general population is substantial, which
could have a significant impact on future public health and HIV vaccine strategies.
Human immunodeficiency virus (HIV) superinfection
occurs when an HIV-infected individual acquires a
new viral strain that is phylogenetically distinct from
all detectable viral strains at a previous time point [1].
Inter- and intrasubtype HIV superinfections have been
Received 17 January 2012; accepted 9 April 2012; electronically published 6
June 2012.
a
M. J. W. and T. C. Q. share senior authorship.
Correspondence: Andrew D. Redd, PhD, National Institute of Allergy and Infectious Diseases, Rangos Bldg, Rm 527, 855 N Wolfe St, Baltimore, MD 21205
().
The Journal of Infectious Diseases 2012;206:267–74
Published by Oxford University Press on behalf of the Infectious Diseases Society
of America 2012.
DOI: 10.1093/infdis/jis325
reported in high-risk individuals exposed through
sexual or intravenous drug use [1–12]. The rate of HIV
superinfection has often been found to be relatively
frequent, particularly if multiple genomic sites are
examined [6, 9, 13–15]. Other researchers have found
no evidence of superinfection in both small- and largescale studies; however, these studies utilized clonal
analyses that were likely not sensitive enough to detect
the levels of virus observed in some superinfection
cases [16–18].
These discrepancies partly reflect differences in the
techniques used to identify and verify superinfection
[19]. Initial studies of the frequency of superinfection utilized heteroduplex mobility or multiregion hybridization assays followed by selective clonal analysis
Rates of HIV Superinfection • JID 2012:206 (15 July) • 267
Laboratory of Immunoregulation, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health,
and 2Johns Hopkins Medical Institute, and 3Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, and 4Rakai Health
Sciences Program, Kalisizo, and 5School of Public Health, and 6School of Medicine, Makerere University, Kampala, Uganda; and 7Genomics Unit, RTS,
Rocky Mountain Laboratories, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health,
Hamilton, Montana
METHODS
Superinfection Population
The RCCS is a rural, community-based, open cohort of
persons aged 15–49 years in Rakai District in southwestern
Uganda, which has been described in detail previously [21].
Since 1994, interviews and venous blood samples have been
obtained annually from approximately 14 000 consenting
adults living in 50 villages. All subjects provided written informed consent for sample storage and testing. The study was
approved by the Science and Ethics Committee of the Uganda
Virus Research Institute, the Uganda National Council for Research and Technology, Western Institutional Review Board,
and the Committee on Human Research at Johns Hopkins
Bloomberg School of Public Health.
Known seroconverters who had a positive HIV serological
result within 2 years of a prior negative test between 1998 and
2004 and who had also provided at least 1 subsequent serological sample prior to 2009 were randomly selected for examination from the RCCS population (n = 203) [21, 22]. To identify
HIV superinfection, viral RNA was isolated from serum obtained at the seroconverter’s first HIV-positive time point
(baseline) and the latest time point available prior to initiation
of antiretroviral therapy (ART), loss to follow-up, or death
[22]. Subjects were excluded from analysis if neither genomic
region in the baseline sample could be amplified (n = 14). Subjects were also excluded if the follow-up genomic region corresponding to the amplified baseline sample failed to amplify
(n = 40). The remaining subjects’ (n = 149) viral RNA extracts
were initially amplified by reverse-transcription polymerase
chain reaction (RT-PCR) in duplicate; the resulting products
were pooled and subsequently amplified in a nested PCR
268 • JID 2012:206 (15 July) • Redd et al
strategy using barcoded primers specific for use on the 454
pyrosequencer platform [1].
Laboratory Analysis
Briefly, amplicons of p24 (approximately 390 base pair [bp])
and gp41 (approximately 324 bp) were amplified and sequenced as previously described [1]. The Amplicon Library
Preparation Method was performed as recommended by the
manufacturer (Roche), and all PCR products were purified
with the following minor alterations. In an effort to eliminate
the capture of primers, the bead-to-target ratio was reduced by
incubating 30 μL of AMPure Beads XP (Agencourt; Beckman
Coulter Genomics) with 25 μL of PCR product diluted in
25 μL of water. Purified PCR products were quantified using
PicoGreen (Invitrogen), and each template was diluted to a
1 × 109 molecules/μL stock. The amplicon pools were made by
combining 5 μL of each diluted barcoded template to make
a final 1 × 109 molecules/μL stock containing 14 barcoded
amplicons.
Preparation of templated beads for next generations sequencing (NGS) followed the emPCR Method ManualLib-L-MV (Roche). The 1 × 109 molecules/ (...truncated)