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ABSTRACT: Background
HIV vaccine trials routinely measure multiple vaccine-elicited immune responses to compare regimens and study their potential associations with protection. Here we employ unsupervised learning tools facilitated by a bidirectional power transformation to explore the multivariate binding antibody and T-cell response patterns of immune responses elicited by two pox-protein HIV vaccine regimens. Both regimens utilized a recombinant canarypox vector (ALVAC-HIV) prime and a bivalent recombinant HIV-1 Envelope glycoprotein 120 subunit boost. We hypothesized that within each trial, there were participant subgroups sharing similar immune responses and that their frequencies differed across trials.Methods and findings
We analyzed data from three trials-RV144 (NCT00223080),
SUBMITTER: Zhao LP
PROVIDER: S-EPMC6992005 | biostudies-literature | 2020
REPOSITORIES: biostudies-literature