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.
引用
收藏
页数:8
相关论文
共 10 条
  • [1] Support for phosphoinositol 3 kinase and mTOR inhibitors as treatment for lupus using in-silico drug-repurposing analysis
    Daniel Toro-Domínguez
    Pedro Carmona-Sáez
    Marta E. Alarcón-Riquelme
    Arthritis Research & Therapy, 19
  • [2] SUPPORT FOR PHOSPHOINOSITOL 3 KINASE INHIBITORS AS TREATMENT OF LUPUS USING IN SILICO DRUG REPURPOSING ANALYSIS
    Toro Dominguez, D.
    Carmona-Saez, P.
    Riquelme, M. E. Alarcon
    CLINICAL AND EXPERIMENTAL RHEUMATOLOGY, 2016, 34 (04) : S24 - S25
  • [3] In silico Drug Repurposing Analysis Supports Phosphoinositol 3 Kinase Inhibitors As Treatment of LUPUS
    Toro, Daniel
    Sanz, Pedro Carmona
    Alarcon-Riquelme, Marta
    ARTHRITIS & RHEUMATOLOGY, 2016, 68
  • [4] Unlocking potential inhibitors for Bruton's tyrosine kinase through in-silico drug repurposing strategies
    Mohammed Alrouji
    Lizy Sonia Benjamin
    Fahad A. Alhumaydhi
    Waleed Al Abdulmonem
    Saleh Salem Baeesa
    Mohd Rehan
    Moyad Shahwan
    Anas Shamsi
    Atiya Akhtar
    Scientific Reports, 13
  • [5] Unlocking potential inhibitors for Bruton's tyrosine kinase through in-silico drug repurposing strategies
    Alrouji, Mohammed
    Benjamin, Lizy Sonia
    Alhumaydhi, Fahad A.
    Al Abdulmonem, Waleed
    Baeesa, Saleh Salem
    Rehan, Mohd
    Shahwan, Moyad
    Shamsi, Anas
    Akhtar, Atiya
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [6] Rational drug repurposing for alzheimer's treatment using in-silico ligand and structure-based approaches
    Rathi, Karishma
    Wavhale, Ravindra
    Bhole, Ritesh
    Undale, Vaishali
    Chaudhari, Somdatta
    BRAZILIAN JOURNAL OF PHARMACEUTICAL SCIENCES, 2024, 60
  • [7] In silico prediction of potential inhibitors for the Main protease of SARS-CoV-2 using molecular docking and dynamics simulation based drug-repurposing
    Kumar, Yogesh
    Singh, Harvijay
    Patel, Chirag N.
    JOURNAL OF INFECTION AND PUBLIC HEALTH, 2020, 13 (09) : 1210 - 1223
  • [8] The Susceptibility of Trypanosomatid Pathogens to PI3/mTOR Kinase Inhibitors Affords a New Opportunity for Drug Repurposing
    Diaz-Gonzalez, Rosario
    Kuhlmann, F. Matthew
    Galan-Rodriguez, Cristina
    da Silva, Luciana Madeira
    Saldivia, Manuel
    Karver, Caitlin E.
    Rodriguez, Ana
    Beverley, Stephen M.
    Navarro, Miguel
    Pollastri, Michael P.
    PLOS NEGLECTED TROPICAL DISEASES, 2011, 5 (08):
  • [9] Synthesis, crystal structure, DFT, Hirshfeld surface analysis, energy frameworks and in-Silico drug-targeting PFKFB3 kinase of novel triazolequinoxalin derivative (TZQ) as a therapeutic Strategy against cancer
    Abad, Nadeem
    Al-Ostoot, Fares Hezam
    Ashraf, Sajda
    Chkirate, Karim
    Aljohani, Majed S.
    Alharbi, Hussam Y.
    Buhlak, Shafeek
    El Hafi, Mohamed
    Van Meervelt, Luc
    Al-Maswari, Basheer M.
    Essassi, El Mokhtar
    Ramli, Youssef
    HELIYON, 2023, 9 (11)
  • [10] In-silico drug-likeness analysis, ADME properties, and molecular docking studies of cyanidin-3-arabinoside, pelargonidin-3-glucoside, and peonidin-3-arabinoside as natural anticancer compounds against acting receptor-like kinase 5 receptor
    Kurter, Hasan
    Mert-Ozupek, Nazli
    Ellidokuz, Hulya
    Calibasi-Kocal, Gizem
    ANTI-CANCER DRUGS, 2022, 33 (06) : 517 - 522