Proteo-Transcriptomic Dynamics of Cellular Response to HIV-1 Infection.


Journal

Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288

Informations de publication

Date de publication:
18 01 2019
Historique:
received: 04 09 2018
accepted: 14 11 2018
entrez: 20 1 2019
pubmed: 20 1 2019
medline: 14 4 2020
Statut: epublish

Résumé

Throughout the HIV-1 replication cycle, complex host-pathogen interactions take place in the infected cell, leading to the production of new virions. The virus modulates the host cellular machinery in order to support its life cycle, while counteracting intracellular defense mechanisms. We investigated the dynamic host response to HIV-1 infection by systematically measuring transcriptomic, proteomic, and phosphoproteomic expression changes in infected and uninfected SupT1 CD4+ T cells at five time points of the viral replication process. By means of a Gaussian mixed-effects model implemented in the new R/Bioconductor package TMixClust, we clustered host genes based on their temporal expression patterns. We identified a proteo-transcriptomic gene expression signature of 388 host genes specific for HIV-1 replication. Comprehensive functional analyses of these genes confirmed the previously described roles of some of the genes and revealed novel key virus-host interactions affecting multiple molecular processes within the host cell, including signal transduction, metabolism, cell cycle, and immune system. The results of our analysis are accessible through a freely available, dedicated and user-friendly R/Shiny application, called PEACHi2.0. This resource constitutes a catalogue of dynamic host responses to HIV-1 infection that provides a basis for a more comprehensive understanding of virus-host interactions.

Identifiants

pubmed: 30659199
doi: 10.1038/s41598-018-36135-3
pii: 10.1038/s41598-018-36135-3
pmc: PMC6338737
doi:

Substances chimiques

Proteome 0

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

213

Références

Microbes Infect. 2004 Dec;6(15):1356-60
pubmed: 15596120
J Biol Chem. 2012 Nov 30;287(49):40875-83
pubmed: 23043100
Retrovirology. 2017 Jan 24;14(1):4
pubmed: 28114951
Retrovirology. 2015 May 16;12:41
pubmed: 25980612
Immunol Rev. 2013 Jul;254(1):305-25
pubmed: 23772628
Curr Opin HIV AIDS. 2009 Mar;4(2):88-95
pubmed: 19339946
Bioinformatics. 2013 Jan 1;29(1):15-21
pubmed: 23104886
J Immunol. 2009 May 15;182(10):5891-7
pubmed: 19414738
Nat Rev Mol Cell Biol. 2004 Dec;5(12):998-1012
pubmed: 15573137
Cell. 2015 Oct 22;163(3):774-774.e1
pubmed: 26496613
Retrovirology. 2014 Dec 14;11:121
pubmed: 25496916
Mol Cell Proteomics. 2017 Apr;16(4 suppl 1):S108-S123
pubmed: 28223351
Open Microbiol J. 2008;2:49-59
pubmed: 19088911
Bioinformatics. 2015 Jan 15;31(2):166-9
pubmed: 25260700
Nucleic Acids Res. 2016 Jan 4;44(D1):D710-6
pubmed: 26687719
Nucleic Acids Res. 2016 Jan 4;44(D1):D447-56
pubmed: 26527722
Nature. 2011 Apr 28;472(7344):481-5
pubmed: 21478870
Nucleic Acids Res. 2006 Mar 01;34(4):1261-9
pubmed: 16510852
PLoS One. 2010 Feb 17;5(2):e9276
pubmed: 20174665
Nat Biotechnol. 2014 Mar;32(3):223-6
pubmed: 24727771
Nature. 2011 Dec 21;481(7381):365-70
pubmed: 22190034
Cold Spring Harb Perspect Med. 2012 Aug 01;2(8):
pubmed: 22908191
PLoS Pathog. 2013;9(5):e1003338
pubmed: 23658523
Cell Host Microbe. 2016 Sep 14;20(3):392-405
pubmed: 27631702
PLoS Pathog. 2009 May;5(5):e1000437
pubmed: 19478882
Cell Syst. 2016 Jul;3(1):35-42
pubmed: 27453445
J Biol Chem. 2006 May 5;281(18):12495-505
pubmed: 16540471
Cell Host Microbe. 2014 Jul 9;16(1):10-8
pubmed: 25011104
Cell Host Microbe. 2008 Nov 13;4(5):495-504
pubmed: 18976975
Nucleic Acids Res. 2014 Feb;42(3):1698-710
pubmed: 24178031
Retrovirology. 2015 Dec 10;12:102
pubmed: 26654242
Proteomics Clin Appl. 2015 Feb;9(1-2):221-34
pubmed: 25523935
J Virol. 2007 Jun;81(11):5864-71
pubmed: 17392368
Science. 2008 Feb 15;319(5865):921-6
pubmed: 18187620
J Virol. 2005 Sep;79(17):10978-87
pubmed: 16103149
Cell Rep. 2014 Oct 23;9(2):752-66
pubmed: 25373910
Biochim Biophys Acta. 2014 Apr;1838(4):1132-42
pubmed: 23806647
Nucleic Acids Res. 2013 Jan;41(Database issue):D991-5
pubmed: 23193258
Nucleic Acids Res. 2016 Jan 4;44(D1):D481-7
pubmed: 26656494
Biochemistry. 2011 Apr 12;50(14):2780-9
pubmed: 21425800
J Biol Chem. 2009 Jul 17;284(29):19463-73
pubmed: 19460752
J Neuroimmune Pharmacol. 2011 Dec;6(4):597-607
pubmed: 21744004
Genome Biol. 2010;11(10):R106
pubmed: 20979621
Expert Rev Proteomics. 2016;13(3):325-40
pubmed: 26817613
J Clin Invest. 2001 Jan;107(2):143-51
pubmed: 11160127
PLoS One. 2014 Dec 02;9(12):e113908
pubmed: 25462981
Proc Natl Acad Sci U S A. 2005 Oct 25;102(43):15545-50
pubmed: 16199517
Nat Immunol. 2013 Dec;14(12):1256-65
pubmed: 24162774
Cell Host Microbe. 2013 May 15;13(5):613-623
pubmed: 23684312
Cell. 2008 Oct 3;135(1):49-60
pubmed: 18854154
J Virol. 2002 May;76(9):4625-33
pubmed: 11932428
Virology. 2012 Jul 20;429(1):37-46
pubmed: 22542004
Nat Immunol. 2015 Jun;16(6):546-53
pubmed: 25988886
J Virol Methods. 2014 Jul;203:116-9
pubmed: 24690621
Bioinformatics. 2011 Mar 15;27(6):863-4
pubmed: 21278185
Nature. 2011 May 19;473(7347):337-42
pubmed: 21593866
PLoS Pathog. 2007 Jul;3(7):e85
pubmed: 17630831
Elife. 2016 Sep 30;5:
pubmed: 27690223
J Immunol. 2012 Mar 15;188(6):2769-77
pubmed: 22323535
Mol Cell Proteomics. 2011 Aug;10(8):M111.009654
pubmed: 21551504
PLoS Pathog. 2013 Jan;9(1):e1003161
pubmed: 23382686

Auteurs

Monica Golumbeanu (M)

Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland.
SIB Swiss Institute of Bioinformatics, Basel, Switzerland.

Sébastien Desfarges (S)

Institute of Microbiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.
InvivoGen, Toulouse, France.

Céline Hernandez (C)

Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland.
Computational Systems Biology Team, Institut de Biologie de I'Ecole Normale Supérieure, CNRS UMR8197, INSERM U1024, ENS, PSL Université, Paris, France.

Manfredo Quadroni (M)

Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland.

Sylvie Rato (S)

Institute of Microbiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.

Pejman Mohammadi (P)

Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, (CA), USA.

Amalio Telenti (A)

Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, (CA), USA. atelenti@scripps.edu.

Niko Beerenwinkel (N)

Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland. niko.beerenwinkel@bsse.ethz.ch.
SIB Swiss Institute of Bioinformatics, Basel, Switzerland. niko.beerenwinkel@bsse.ethz.ch.

Angela Ciuffi (A)

Institute of Microbiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland. angela.ciuffi@chuv.ch.

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