Support for phosphoinositol 3 kinase and mTOR inhibitors as treatment for lupus using in-silico drug-repurposing analysis

被引:13
作者
Toro-Dominguez, Daniel [1 ,2 ]
Carmona-Saez, Pedro [1 ,2 ]
Alarcon-Riquelme, Marta E. [1 ,2 ,3 ]
机构
[1] Univ Granada, Andalusian Govt Ctr Genom & Oncol Res, GENYO, Area Med Genom,Pfizer, Avda Ilustrac 114, PTS-18016 Granada, Spain
[2] Univ Granada, Andalusian Govt Ctr Genom & Oncol Res, GENYO, Bioinformat Unit,Pfizer, Avda Ilustrac 114, PTS-18016 Granada, Spain
[3] Karolinska Inst, Inst Environm Med, Unit Chron Inflammatory Dis, S-17177 Stockholm, Sweden
关键词
Systemic lupus erythematosus; Drug repurposing; Lincscloud; Gene expression; Autoimmunity; Drug discovery; T-CELL; RHEUMATOID-ARTHRITIS; PATHWAY; GENES; MAP; ERYTHEMATOSUS; PATHOGENESIS; MACROPHAGES; AUTOIMMUNE; SIGNATURES;
D O I
10.1186/s13075-017-1263-7
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Systemic lupus erythematosus (SLE) is an autoimmune disease with few treatment options. Current therapies are not fully effective and show highly variable responses. In this regard, large efforts have focused on developing more effective therapeutic strategies. Drug repurposing based on the comparison of gene expression signatures is an effective technique for the identification of new therapeutic approaches. Here we present a drug repurposing exploratory analysis using gene expression signatures from SLE patients to discover potential new drug candidates and target genes. Methods: We collected a compendium of gene expression signatures comprising peripheral blood cells and different separate blood cell types from SLE patients. The Lincscloud database was mined to link SLE signatures with drugs, gene knock-down, and knock-in expression signatures. The derived dataset was analyzed in order to identify compounds, genes, and pathways that were significantly correlated with SLE gene expression signatures. Results: We obtained a list of drugs that showed an inverse correlation with SLE gene expression signatures as well as a set of potential target genes and their associated biological pathways. The list includes drugs never or little studied in the context of SLE treatment, as well as recently studied compounds. Conclusion: Our exploratory analysis provides evidence that phosphoinositol 3 kinase and mammalian target of rapamycin ( mTOR) inhibitors could be potential therapeutic options in SLE worth further future testing.
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页数:8
相关论文
共 40 条
[1]   NCBI GEO: archive for functional genomics data sets-update [J].
Barrett, Tanya ;
Wilhite, Stephen E. ;
Ledoux, Pierre ;
Evangelista, Carlos ;
Kim, Irene F. ;
Tomashevsky, Maxim ;
Marshall, Kimberly A. ;
Phillippy, Katherine H. ;
Sherman, Patti M. ;
Holko, Michelle ;
Yefanov, Andrey ;
Lee, Hyeseung ;
Zhang, Naigong ;
Robertson, Cynthia L. ;
Serova, Nadezhda ;
Davis, Sean ;
Soboleva, Alexandra .
NUCLEIC ACIDS RESEARCH, 2013, 41 (D1) :D991-D995
[2]   Genetic association analyses implicate aberrant regulation of innate and adaptive immunity genes in the pathogenesis of systemic lupus erythematosus [J].
Bentham, James ;
Morris, David L. ;
Graham, Deborah S. Cunninghame ;
Pinder, Christopher L. ;
Tombleson, Philip ;
Behrens, Timothy W. ;
Martin, Javier ;
Fairfax, Benjamin P. ;
Knight, Julian C. ;
Chen, Lingyan ;
Replogle, Joseph ;
Syvanen, Ann-Christine ;
Ronnblom, Lars ;
Graham, Robert R. ;
Wither, Joan E. ;
Rioux, John D. ;
Alarcon-Riquelme, Marta E. ;
Vyse, Timothy J. .
NATURE GENETICS, 2015, 47 (12) :1457-+
[3]   The DNA Damage Response Induces IFN [J].
Brzostek-Racine, Sabrina ;
Gordon, Chris ;
Van Scoy, Sarah ;
Reich, Nancy C. .
JOURNAL OF IMMUNOLOGY, 2011, 187 (10) :5336-5345
[4]   Treatment adherence and clinical outcome in systemic lupus erythematosus [J].
Chambers, S. A. ;
Rahman, A. ;
Isenberg, D. A. .
RHEUMATOLOGY, 2007, 46 (06) :895-898
[5]   Histone deacetylase inhibition regulates inflammation and enhances Tregs after allogeneic hematopoietic cell transplantation in humans [J].
Choi, Sung Won ;
Gatza, Erin ;
Hou, Guoqing ;
Sun, Yaping ;
Whitfield, Joel ;
Song, Yeohan ;
Oravecz-Wilson, Katherine ;
Tawara, Isao ;
Dinarello, Charles A. ;
Reddy, Pavan .
BLOOD, 2015, 125 (05) :815-819
[6]   Type I Interferon in the Pathogenesis of Lupus [J].
Crow, Mary K. .
JOURNAL OF IMMUNOLOGY, 2014, 192 (12) :5459-5468
[7]   Hyperexpression of CD40 ligand by B and T cells in human lupus and its role in pathogenic autoantibody production [J].
DesaiMehta, A ;
Lu, LJ ;
RamseyGoldman, R ;
Datta, SK .
JOURNAL OF CLINICAL INVESTIGATION, 1996, 97 (09) :2063-2073
[8]   Impaired T cell protein kinase Cδ activation decreases ERK pathway signaling in idiopathic and hydralazine-induced lupus [J].
Gorelik, Gabriela ;
Fang, Jing Yuan ;
Wu, Ailing ;
Sawalha, Amr H. ;
Richardson, Bruce .
JOURNAL OF IMMUNOLOGY, 2007, 179 (08) :5553-5563
[9]   Activation of conventional protein kinase C (PKC) is critical in the generation of human neutrophil extracellular traps [J].
Gray, Robert D. ;
Lucas, Christopher D. ;
MacKellar, Annie ;
Li, Feng ;
Hiersemenzel, Katia ;
Haslett, Chris ;
Davidson, Donald J. ;
Rossi, Adriano G. .
JOURNAL OF INFLAMMATION-LONDON, 2013, 10
[10]  
Gu ZF, 2016, AGING-US, V8, P1102, DOI 10.18632/aging.100925