Monocyte-derived transcriptome signature indicates antibody-dependent cellular phagocytosis as a potential mechanism of vaccine-induced protection against HIV-1.
AIDS Vaccines
/ adverse effects
Clinical Trials as Topic
Databases, Genetic
Gene Expression Profiling
HIV Antibodies
/ immunology
HIV Infections
/ genetics
HIV-1
/ immunology
Host-Pathogen Interactions
Humans
Immunogenicity, Vaccine
Monocytes
/ drug effects
Oligonucleotide Array Sequence Analysis
Phagocytosis
/ drug effects
RNA-Seq
Single-Cell Analysis
Time Factors
Transcriptome
Treatment Outcome
Vaccination
Vaccines, DNA
/ adverse effects
ADCP
CITE-seq
HIV vaccine
human
infectious disease
microbiology
rhesus macaque
single cell
transcriptomics
vaccine efficacy
Journal
eLife
ISSN: 2050-084X
Titre abrégé: Elife
Pays: England
ID NLM: 101579614
Informations de publication
Date de publication:
17 09 2021
17 09 2021
Historique:
received:
20
04
2021
accepted:
16
09
2021
pubmed:
18
9
2021
medline:
27
10
2021
entrez:
17
9
2021
Statut:
epublish
Résumé
A gene signature was previously found to be correlated with mosaic adenovirus 26 vaccine protection in simian immunodeficiency virus and simian-human immunodeficiency virus challenge models in non-human primates. In this report, we investigated the 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 (VE). 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 VE represents a tool both to identify potential mechanisms, as with ADCP here, and to screen novel approaches to accelerate the development of new vaccine candidates.
Identifiants
pubmed: 34533134
doi: 10.7554/eLife.69577
pii: 69577
pmc: PMC8514236
doi:
pii:
Substances chimiques
AIDS Vaccines
0
AIDSVAX
0
DNA-rAd5 vaccine
0
HIV Antibodies
0
Vaccines, DNA
0
Banques de données
GEO
['GSE181859', 'GSE181932', 'GSE103740']
figshare
['10.6084/m9.figshare.c.5416197']
Types de publication
Journal Article
Multicenter Study
Research Support, N.I.H., Extramural
Research Support, U.S. Gov't, Non-P.H.S.
Langues
eng
Sous-ensembles de citation
IM
Déclaration de conflit d'intérêts
SS, PE, AG, LY, GK, KM, SF, KN, LW, SS, EL, PP, SN, SC, SR, MR, DD, PG, GT, NM, SV, RT No competing interests declared
Références
Nat Med. 2018 Oct;24(10):1590-1598
pubmed: 30177821
BMC Bioinformatics. 2011 Nov 09;12:436
pubmed: 22070249
J Virol. 2019 Mar 21;93(7):
pubmed: 30700599
Nat Biotechnol. 2012 Aug;30(8):777-82
pubmed: 22820318
Proc Natl Acad Sci U S A. 2005 Oct 25;102(43):15545-50
pubmed: 16199517
Sci Transl Med. 2015 Jul 15;7(296):296ra112
pubmed: 26180102
PLoS Pathog. 2020 Mar 12;16(3):e1008377
pubmed: 32163525
J Infect Dis. 2018 Mar 28;217(8):1280-1288
pubmed: 29325070
Bioinformatics. 2015 Jan 15;31(2):166-9
pubmed: 25260700
Nature. 2019 Aug;572(7768):165-166
pubmed: 31388154
Front Immunol. 2019 Feb 28;10:332
pubmed: 30873178
J Leukoc Biol. 2004 Dec;76(6):1093-103
pubmed: 15466916
Lancet HIV. 2020 Apr;7(4):e238-e248
pubmed: 32035516
Nat Immunol. 2011 Jul 10;12(8):786-95
pubmed: 21743478
Lancet. 2018 Jul 21;392(10143):232-243
pubmed: 30047376
Nat Protoc. 2014 Jan;9(1):171-81
pubmed: 24385147
Traffic. 2011 Apr;12(4):407-20
pubmed: 21255211
Front Immunol. 2019 May 09;10:970
pubmed: 31143176
Curr Opin Immunol. 2009 Feb;21(1):47-52
pubmed: 19223164
N Engl J Med. 2021 Mar 25;384(12):1089-1100
pubmed: 33761206
Stat Med. 1997 Jan 15-Feb 15;16(1-3):103-16
pubmed: 9004386
Bioinformatics. 2010 Nov 15;26(22):2927-8
pubmed: 20926419
Nat Methods. 2017 Sep;14(9):865-868
pubmed: 28759029
J Acquir Immune Defic Syndr. 2007 Sep 1;46(1):78-90
pubmed: 17589368
Bioinformatics. 2014 Aug 1;30(15):2114-20
pubmed: 24695404
J Cell Biol. 2009 Jan 26;184(2):215-23
pubmed: 19171755
Nat Commun. 2017 Jun 08;8:15711
pubmed: 28593989
J Clin Invest. 2019 Nov 1;129(11):4838-4849
pubmed: 31589165
Bioinformatics. 2018 Sep 1;34(17):i884-i890
pubmed: 30423086
Nat Med. 2016 Jul;22(7):762-70
pubmed: 27239761
J Immunol Methods. 2011 Mar 7;366(1-2):8-19
pubmed: 21192942
N Engl J Med. 2012 Apr 5;366(14):1275-86
pubmed: 22475592
Elife. 2021 Sep 17;10:
pubmed: 34533134
N Engl J Med. 2013 Nov 28;369(22):2083-92
pubmed: 24099601
Nat Med. 2020 Apr;26(4):618-629
pubmed: 32094927
Retrovirology. 2017 Dec 21;14(1):57
pubmed: 29268769
Nucleic Acids Res. 2010 Jul;38(Web Server issue):W214-20
pubmed: 20576703
Sci Transl Med. 2019 Aug 28;11(507):
pubmed: 31462510
Nat Med. 2018 Jun;24(6):847-856
pubmed: 29785023
JAMA. 2017 Oct 24;318(16):1535-1536
pubmed: 29052689
N Engl J Med. 2009 Dec 3;361(23):2209-20
pubmed: 19843557
Bioinformatics. 2010 Jan 1;26(1):139-40
pubmed: 19910308
Nat Immunol. 2014 Feb;15(2):195-204
pubmed: 24336226
Nature. 2012 Oct 18;490(7420):417-20
pubmed: 22960785
Bioinformatics. 2013 Jan 1;29(1):15-21
pubmed: 23104886
Bull World Health Organ. 1972;46(6):845-52
pubmed: 4538544
Proc Natl Acad Sci U S A. 2017 Apr 11;114(15):4017-4022
pubmed: 28320938
Cell. 2019 Jun 13;177(7):1888-1902.e21
pubmed: 31178118
Genome Biol. 2018 Dec 19;19(1):224
pubmed: 30567574
Nat Commun. 2019 Feb 20;10(1):863
pubmed: 30787294
Nat Methods. 2015 Apr;12(4):357-60
pubmed: 25751142
PLoS Pathog. 2016 Aug 31;12(8):e1005817
pubmed: 27579713
Science. 2015 Jul 17;349(6245):320-4
pubmed: 26138104
J Infect Dis. 2017 May 1;215(9):1376-1385
pubmed: 28199679
Nat Commun. 2019 Apr 3;10(1):1523
pubmed: 30944313
Cell. 2013 Oct 24;155(3):531-9
pubmed: 24243013
Proc Biol Sci. 1995 Aug 22;261(1361):147-51
pubmed: 7568269