Genetic and clinical predictors of CD4 lymphocyte recovery during suppressive antiretroviral therapy: Whole exome sequencing and antiretroviral therapy response phenotypes.


Journal

PloS one
ISSN: 1932-6203
Titre abrégé: PLoS One
Pays: United States
ID NLM: 101285081

Informations de publication

Date de publication:
2019
Historique:
received: 22 02 2019
accepted: 18 06 2019
entrez: 16 8 2019
pubmed: 16 8 2019
medline: 3 3 2020
Statut: epublish

Résumé

Increase of peripheral blood CD4 lymphocyte counts is a key goal of combined antiretroviral therapy (cART); most, but not all, recipients respond adequately and promptly. A small number of studies have examined specific genetic factors associated with the extent of CD4 recovery. We report a genome-wide examination of factors that predict CD4 recovery in HIV-infected women. We identified women in in a cohort study who were on cART with viral load below 400 copies, and drew racially and ethnically matched samples of those with good CD4 response over 2 years or poor response. We analyzed the exomes of those women employing next generation sequencing for genes associated with CD4 recovery after controlling for non-genetic factors identified through forward stepwise selection as important. We studied 48 women with good CD4 recovery and 42 with poor CD4 recovery during virologically-suppressive cART. Stepwise logistic regression selected only age as a statistically significant (p<0.05) non-genetic predictor of response type (each additional year of age reduced the odds of good recovery by 11% (OR = 0.89, CI = 0.84-0.96, p = 0.0009). After adjustment for age and genomic estimates of race and ethnicity, 41 genes harbored variations associated with CD4 recovery group (p≤0.001); 5 of these have been previously reported to be associated with HIV infection, 4 genes would likely influence CD4 homeostasis, and 13 genes either had known functions or were members of product families that had functions for which interactions with HIV or effects on lymphocyte homeostasis were biologically plausible. Greater age was the strongest acquired factor that predicted poor CD4 cell recovery. Sequence variations spanning 41 genes were independently predictive of CD4 recovery. Many of these genes have functions that impact the cell cycle, apoptosis, lymphocyte migration, or have known interactions with HIV. These findings may help inform new hypotheses related to responses to HIV therapy and CD4 lymphocyte homeostasis.

Identifiants

pubmed: 31415590
doi: 10.1371/journal.pone.0219201
pii: PONE-D-19-05345
pmc: PMC6695188
doi:

Substances chimiques

Anti-HIV Agents 0

Types de publication

Journal Article Research Support, N.I.H., Extramural

Langues

eng

Sous-ensembles de citation

IM

Pagination

e0219201

Subventions

Organisme : NIAID NIH HHS
ID : U01 AI034989
Pays : United States
Organisme : NIAID NIH HHS
ID : U01 AI034993
Pays : United States
Organisme : NIAID NIH HHS
ID : U01 AI031834
Pays : United States
Organisme : NIAID NIH HHS
ID : U01 AI042590
Pays : United States
Organisme : NIAID NIH HHS
ID : U01 AI034994
Pays : United States
Organisme : NIAID NIH HHS
ID : U01 AI035004
Pays : United States

Déclaration de conflit d'intérêts

The authors have read the journal's policy and the authors of this manuscript have the following competing interests: National Institute of Allergy and Infectious Diseases (NIAID; https://www.niaid.nih.gov) provided grant support to the following co-authors: U01-AI-034989 (RMG, PB, RB, BA); U01-AI-042590 (GS); U01-AI-035004 (KA); U01-AI-034993 (MC); U01-AI-103390 (SK); and U01-AI-031834 (DG).

Références

J Infect. 2001 Feb;42(2):134-9
pubmed: 11531320
AIDS. 2002 Feb 15;16(3):359-67
pubmed: 11834947
AIDS. 2003 Sep 5;17(13):1907-15
pubmed: 12960823
AIDS. 2003 Sep 5;17(13):2009-11
pubmed: 12960846
Arch Intern Med. 2003 Oct 13;163(18):2187-95
pubmed: 14557216
J Acquir Immune Defic Syndr. 2004 Mar 1;35(3):261-8
pubmed: 15076240
Am J Hum Genet. 2004 Sep;75(3):353-62
pubmed: 15272419
J Neuroimmunol. 2004 Dec;157(1-2):111-9
pubmed: 15579287
Arch Intern Med. 2005 Feb 28;165(4):416-23
pubmed: 15738371
Clin Immunol. 2005 Aug;116(2):192-7
pubmed: 15993366
Neurogenetics. 2005 Sep;6(3):127-33
pubmed: 16086184
Mol Immunol. 2006 Mar;43(9):1497-507
pubmed: 16143398
Clin Diagn Lab Immunol. 2005 Sep;12(9):1013-9
pubmed: 16148165
J Infect Dis. 2006 Oct 15;194(8):1098-107
pubmed: 16991084
Curr HIV Res. 2008 Mar;6(2):100-7
pubmed: 18336257
Nat Med. 2008 Apr;14(4):413-20
pubmed: 18376407
Clin Infect Dis. 2008 Jun 15;46(12):1921-5
pubmed: 18466093
Clin Infect Dis. 2009 Feb 1;48(3):328-37
pubmed: 19123868
J Med Primatol. 2008 Dec;37 Suppl 2:46-54
pubmed: 19187430
Cancer Epidemiol Biomarkers Prev. 2009 Apr;18(4):1259-70
pubmed: 19336552
Immunity. 2009 Apr 17;30(4):493-507
pubmed: 19345118
Bioinformatics. 2009 Jul 15;25(14):1754-60
pubmed: 19451168
Bioinformatics. 2009 Aug 15;25(16):2078-9
pubmed: 19505943
J Virol. 2010 May;84(9):4725-36
pubmed: 20164219
J Hum Genet. 2010 May;55(5):285-92
pubmed: 20339380
RNA. 2010 May;16(5):969-79
pubmed: 20348448
Genomics. 2010 Aug;96(2):102-11
pubmed: 20580816
Structure. 2010 Aug 11;18(8):976-84
pubmed: 20696398
PLoS One. 2010 Sep 21;5(9):e12862
pubmed: 20877624
PLoS Genet. 2010 Oct 14;6(10):e1001156
pubmed: 20976247
PLoS Genet. 2010 Oct 28;6(10):e1001184
pubmed: 21060863
Pharmacogenomics. 2011 Feb;12(2):185-93
pubmed: 21332312
Hum Mol Genet. 2011 Jun 15;20(12):2443-9
pubmed: 21429916
Nat Genet. 2011 May;43(5):491-8
pubmed: 21478889
J Acquir Immune Defic Syndr. 2011 Dec 1;58(4):363-70
pubmed: 21792066
Genes Immun. 2012 Jan;13(1):83-93
pubmed: 21938017
PLoS One. 2011;6(11):e27815
pubmed: 22110766
AIDS. 2012 Feb 20;26(4):465-74
pubmed: 22112603
J Clin Invest. 2012 Jan;122(1):62-9
pubmed: 22156200
Curr HIV Res. 2012 Mar;10(2):143-50
pubmed: 22329520
PLoS One. 2012;7(2):e31078
pubmed: 22363550
J Virol. 2012 Aug;86(15):7934-42
pubmed: 22593161
Behav Brain Funct. 2012 May 29;8:27
pubmed: 22643131
Blood. 2012 Nov 29;120(23):4645-8
pubmed: 23047821
J Acquir Immune Defic Syndr. 2013 Apr 1;62(4):405-13
pubmed: 23254153
N Engl J Med. 2013 Jan 17;368(3):218-30
pubmed: 23323898
Clin Infect Dis. 2013 Sep;57(5):756-64
pubmed: 23735330
J Antimicrob Chemother. 2013 Oct;68(10):2349-57
pubmed: 23749950
Front Immunol. 2013 Jun 24;4:161
pubmed: 23805138
Cytometry A. 2013 Aug;83(8):739-44
pubmed: 23839863
J Clin Invest. 2013 Jul;123(7):2961-4
pubmed: 23921125
AIDS. 2013 Jun 19;27(10):1563-71
pubmed: 24047762
PLoS Genet. 2013;9(9):e1003723
pubmed: 24068945
Cancer Res. 2014 Jan 1;74(1):188-200
pubmed: 24177179
PLoS One. 2013 Nov 01;8(11):e79910
pubmed: 24224020
AIDS. 2014 Mar 27;28(6):821-30
pubmed: 24499954
J Biol Chem. 2014 Apr 4;289(14):9865-79
pubmed: 24563464
Immunobiology. 2014 Jul;219(7):487-96
pubmed: 24661720
PLoS Genet. 2014 Mar 27;10(3):e1004263
pubmed: 24676100
AIDS. 2014 Apr 24;28(7):979-87
pubmed: 24681415
Mol Psychiatry. 2015 Mar;20(3):337-44
pubmed: 24821223
BMC Bioinformatics. 2014 May 02;15:125
pubmed: 24884706
AIDS. 2014 Jul 31;28(12):1739-48
pubmed: 24911352
J Exp Med. 2014 Jun 30;211(7):1289-96
pubmed: 24958849
AIDS Res Hum Retroviruses. 2014 Oct;30(10):949-55
pubmed: 24998881
J Acquir Immune Defic Syndr. 2015 Jan 1;68(1):21-9
pubmed: 25321176
JAMA Intern Med. 2015 Jan;175(1):88-99
pubmed: 25419650
Curr Protoc Bioinformatics. 2013;43:11.10.1-33
pubmed: 25431634
Biomed Rep. 2015 Jan;3(1):118-122
pubmed: 25469260
Pharmacogenet Genomics. 2015 Feb;25(2):82-92
pubmed: 25485598
BMC Proc. 2014 Jun 17;8(Suppl 1 Genetic Analysis Workshop 18Vanessa Olmo):S8
pubmed: 25519408
FASEB J. 2015 Apr;29(4):1371-82
pubmed: 25550468
Nucleic Acids Res. 2015 Mar 11;43(5):2874-87
pubmed: 25697503
PLoS Pathog. 2015 Apr 09;11(4):e1004822
pubmed: 25855980
AIDS Patient Care STDS. 2015 Jul;29(7):370-8
pubmed: 26061798
Oncotarget. 2015 Jun 30;6(18):15828-41
pubmed: 26158413
World J Gastroenterol. 2015 Jul 21;21(27):8398-407
pubmed: 26217092
PLoS One. 2015 Sep 14;10(9):e0136989
pubmed: 26367535
Environ Health. 2015 Sep 24;14:77
pubmed: 26400775
Genet Epidemiol. 2015 Dec;39(8):678-88
pubmed: 26498133
Proc Natl Acad Sci U S A. 2016 Feb 9;113(6):E705-14
pubmed: 26811477
PLoS One. 2016 Jan 28;11(1):e0147421
pubmed: 26821323
J Autoimmun. 2016 Apr;68:98-104
pubmed: 26873648
PLoS One. 2016 May 12;11(5):e0155245
pubmed: 27171002
J Acquir Immune Defic Syndr. 2016 Sep 1;73(1):11-9
pubmed: 27171739
PLoS One. 2016 May 20;11(5):e0155868
pubmed: 27203285
Oncotarget. 2016 Aug 23;7(34):55757-55764
pubmed: 27270650
Arch Virol. 2016 Sep;161(9):2441-8
pubmed: 27339686
Nat Immunol. 2016 Sep;17(9):1075-83
pubmed: 27400149
Am J Obstet Gynecol. 2017 Jan;216(1):46.e1-46.e11
pubmed: 27473002
Epidemiology. 1998 Mar;9(2):117-25
pubmed: 9504278

Auteurs

Ruth Greenblatt (R)

UCSF School of Pharmacy, Department of Clinical Pharmacy, San Francisco, CA, United States of America.
UCSF School of Medicine, Department of Epidemiology and Biostatistics, San Francisco, CA, United States of America.
UCSF School of Medicine, Department of Medicine, San Francisco, CA, United States of America.

Peter Bacchetti (P)

UCSF School of Medicine, Department of Epidemiology and Biostatistics, San Francisco, CA, United States of America.

Ross Boylan (R)

UCSF School of Medicine, Department of Epidemiology and Biostatistics, San Francisco, CA, United States of America.

Kord Kober (K)

UCSF School of Nursing, Department of Physiological Nursing, San Francisco, CA, United States of America.

Gayle Springer (G)

Johns Hopkins Bloomberg School of Public Health, Department of Epidemiology, Baltimore, MD, United States of America.

Kathryn Anastos (K)

Albert Einstein College of Medicine and Montefiore Health Systems, Bronx, NY, United States of America.

Michael Busch (M)

UCSF School of Medicine, Department of Epidemiology and Biostatistics, San Francisco, CA, United States of America.
Blood Systems Research Institute, San Francisco, CA, United States of America.

Mardge Cohen (M)

Stroger Hospital, Chicago, IL, United States of America.

Seble Kassaye (S)

Georgetown University Medical Center, Department of Medicine, Washington, DC, United States of America.

Deborah Gustafson (D)

State University of New York, Downstate Medical Center, Department of Neurology, Brooklyn, NY, United States of America.

Bradley Aouizerat (B)

New York University School of Dentistry and Bluestone Center for Clinical Research, NY, NY, United States of America.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH