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Comparison of Two Co-receptor Prediction Algorithms
Ina Vandenbroucke*, V Van Eygen, A Deloof, K Van Der Borght, H Vermeiren, and L Stuyver
Virco BVBA, Mechelen, Belgium
Background:
Co-receptor antagonists constitute
a promising new class of anti-HIV-1 drugs, with several lead compounds
currently in full clinical development. Testing for co-receptor
utilization (or tropism) prior to initiating therapy with a CCR5 antagonist
will be critical to avoid the use of these compounds in patients that are
infected with X4 or R5X4 strains. At least two tropism prediction algorithms
(PSSM, http://ubik.microbiol.washington.edu/computing/pssm/;
and Geno2Pheno (G2P), http://coreceptor.bioinf.mpi-sb.mpg.de/cgi-bin/coreceptor.pl)
are publicly available, both based on the analysis of specific amino acid (aac.) characteristics of the V3-loop of HIV-1 env. In the current study we compared the
predictions yielded by the PSSM and G2P on clonal V3 env sequences.
Methods: The HIV-1 env V3-V4 region (174 aac. in
JR-CSF) was amplified from 389 clinical plasma samples in a single round RT-PCR
reaction using the SuperScript III One-Step RT-PCR
with Platinum Taq High Fidelity (Invitrogen, Belgium). Amplification products were pooled
and cloned into the pCR4-TOPO vector (Invitrogen,
Belgium). Individual clones were selected for insert amplification and
sequencing.
Results: The env V3-V4 region was successfully amplified in 345 clinical
samples (89%). A clonal library of 256 entrees was
created. Ten clones contained a premature stop codon
and were excluded from further analysis. The env-encoded
domain amplified between primers varied from 165 to 190 amino acids (24
different lengths, with the most frequent (n = 39) being 174 aac. long). The tropism
predictions are summarized in Table 1. Most of the G2P unpredictable
clones were scored as R5 by PSSM, however the scores were significantly less
‘R5-like’ (p<0.0001). The aac. length of the V3
regions were: 34 (in 28 out of 32 clones, aac. 24 was
missing), 35, and 37 (35 aac. in JR-CSF; 36 aac. in HXBII) (Table 1).
Table 1: Tropism prediction of 246
clones sorted by V3-loop length.
D = dual
tropism, ? = tropism unpredicted.
Conclusion: A wide diversity in length and
composition of clonal sequences was observed. Tropism
predictions using genotyping should be interpreted carefully since these may
vary depending on the program used.
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