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
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共 40 条
  • [1] NCBI GEO: archive for functional genomics data sets-update
    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
    [J]. 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
    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.
    [J]. NATURE GENETICS, 2015, 47 (12) : 1457 - +
  • [3] The DNA Damage Response Induces IFN
    Brzostek-Racine, Sabrina
    Gordon, Chris
    Van Scoy, Sarah
    Reich, Nancy C.
    [J]. JOURNAL OF IMMUNOLOGY, 2011, 187 (10) : 5336 - 5345
  • [4] Treatment adherence and clinical outcome in systemic lupus erythematosus
    Chambers, S. A.
    Rahman, A.
    Isenberg, D. A.
    [J]. RHEUMATOLOGY, 2007, 46 (06) : 895 - 898
  • [5] Histone deacetylase inhibition regulates inflammation and enhances Tregs after allogeneic hematopoietic cell transplantation in humans
    Choi, Sung Won
    Gatza, Erin
    Hou, Guoqing
    Sun, Yaping
    Whitfield, Joel
    Song, Yeohan
    Oravecz-Wilson, Katherine
    Tawara, Isao
    Dinarello, Charles A.
    Reddy, Pavan
    [J]. BLOOD, 2015, 125 (05) : 815 - 819
  • [6] Type I Interferon in the Pathogenesis of Lupus
    Crow, Mary K.
    [J]. 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
    DesaiMehta, A
    Lu, LJ
    RamseyGoldman, R
    Datta, SK
    [J]. 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
    Gorelik, Gabriela
    Fang, Jing Yuan
    Wu, Ailing
    Sawalha, Amr H.
    Richardson, Bruce
    [J]. 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
    Gray, Robert D.
    Lucas, Christopher D.
    MacKellar, Annie
    Li, Feng
    Hiersemenzel, Katia
    Haslett, Chris
    Davidson, Donald J.
    Rossi, Adriano G.
    [J]. JOURNAL OF INFLAMMATION-LONDON, 2013, 10
  • [10] Gu ZF, 2016, AGING-US, V8, P1102, DOI 10.18632/aging.100925