TY - JOUR
T1 - Monocyte-derived transcriptome signature indicates antibody-dependent cellular phagocytosis as a potential mechanism of vaccine-induced protection against hiv-1
AU - Shangguan, Shida
AU - Ehrenberg, Philip K.
AU - Geretz, Aviva
AU - Yum, Lauren
AU - Kundu, Gautam
AU - May, Kelly
AU - Fourati, Slim
AU - Nganou-Makamdop, Krystelle
AU - Williams, Latonya D.
AU - Sawant, Sheetal
AU - Lewitus, Eric
AU - Pitisuttithum, Punnee
AU - Nitayaphan, Sorachai
AU - Chariyalertsak, Suwat
AU - Rerks-Ngarm, Supachai
AU - Rolland, Morgane
AU - Douek, Daniel
AU - Gilbert, Peter
AU - Tomaras, Georgia D.
AU - Michael, Nelson
AU - Vasan, Sandhya
AU - Thomas, Rasmi
N1 - Publisher Copyright:
© 2021, eLife Sciences Publications Ltd. All rights reserved.
PY - 2021/9
Y1 - 2021/9
N2 - A gene signature previously correlated with mosaic adenovirus 26 vaccine protection in simian immunodeficiency virus (SIV) and SHIV challenge models in non-human primates (NHP). In this report we investigated presence of this signature as a correlate of reduced risk in human clinical trials and potential mechanisms of protection. The absence of this gene signature in the DNA/rAd5 human vaccine trial, which did not show efficacy, strengthens our hypothesis that this signature is only enriched in studies that demonstrated protection. This gene signature was enriched in the partially effective RV144 human trial that administered the ALVAC/protein vaccine, and we find that the signature associates with both decreased risk of HIV-1 acquisition and increased vaccine efficacy. Total RNA-seq in a clinical trial that used the same vaccine regimen as the RV144 HIV vaccine implicated antibody-dependent cellular phagocytosis (ADCP) as a potential mechanism of vaccine protection. CITE-seq profiling of 53 surface markers and transcriptomes of 53,777 single cells from the same trial showed that genes in this signature were primarily expressed in cells belonging to the myeloid lineage, including monocytes, which are major effector cells for ADCP. The consistent association of this transcriptome signature with vaccine efficacy represents a tool both to identify potential mechanisms, as with ADCP here, and to screen novel approaches to accelerate development of new vaccine candidates.
AB - A gene signature previously correlated with mosaic adenovirus 26 vaccine protection in simian immunodeficiency virus (SIV) and SHIV challenge models in non-human primates (NHP). In this report we investigated presence of this signature as a correlate of reduced risk in human clinical trials and potential mechanisms of protection. The absence of this gene signature in the DNA/rAd5 human vaccine trial, which did not show efficacy, strengthens our hypothesis that this signature is only enriched in studies that demonstrated protection. This gene signature was enriched in the partially effective RV144 human trial that administered the ALVAC/protein vaccine, and we find that the signature associates with both decreased risk of HIV-1 acquisition and increased vaccine efficacy. Total RNA-seq in a clinical trial that used the same vaccine regimen as the RV144 HIV vaccine implicated antibody-dependent cellular phagocytosis (ADCP) as a potential mechanism of vaccine protection. CITE-seq profiling of 53 surface markers and transcriptomes of 53,777 single cells from the same trial showed that genes in this signature were primarily expressed in cells belonging to the myeloid lineage, including monocytes, which are major effector cells for ADCP. The consistent association of this transcriptome signature with vaccine efficacy represents a tool both to identify potential mechanisms, as with ADCP here, and to screen novel approaches to accelerate development of new vaccine candidates.
KW - ADCP
KW - CITE-seq
KW - HIV vaccine
KW - RNA-seq
KW - RV144
KW - Single cell
KW - Transcriptomics
KW - Vaccine efficacy
UR - http://www.scopus.com/inward/record.url?scp=85116328012&partnerID=8YFLogxK
U2 - 10.7554/eLife.69577
DO - 10.7554/eLife.69577
M3 - Article
C2 - 34533134
AN - SCOPUS:85116328012
SN - 2050-084X
VL - 10
JO - eLife
JF - eLife
M1 - e69577
ER -