Literature DB >> 31337270

Using What We Already Have: Uncovering New Drug Repurposing Strategies in Existing Omics Data.

Jill M Pulley1, Jillian P Rhoads1, Rebecca N Jerome1, Anup P Challa1, Kevin B Erreger1, Meghan M Joly1, Robert R Lavieri1, Kelly E Perry1, Nicole M Zaleski1, Jana K Shirey-Rice1, David M Aronoff2,3.   

Abstract

The promise of drug repurposing is to accelerate the translation of knowledge to treatment of human disease, bypassing common challenges associated with drug development to be more time- and cost-efficient. Repurposing has an increased chance of success due to the previous validation of drug safety and allows for the incorporation of omics. Hypothesis-generating omics processes inform drug repurposing decision-making methods on drug efficacy and toxicity. This review summarizes drug repurposing strategies and methodologies in the context of the following omics fields: genomics, epigenomics, transcriptomics, proteomics, metabolomics, microbiomics, phenomics, pregomics, and personomics. While each omics field has specific strengths and limitations, incorporating omics into the drug repurposing landscape is integral to its success.

Entities:  

Keywords:  big data; drug development; drug repurposing; omics; precision medicine

Year:  2019        PMID: 31337270     DOI: 10.1146/annurev-pharmtox-010919-023537

Source DB:  PubMed          Journal:  Annu Rev Pharmacol Toxicol        ISSN: 0362-1642            Impact factor:   13.820


  12 in total

1.  Machine learning on drug-specific data to predict small molecule teratogenicity.

Authors:  Anup P Challa; Andrew L Beam; Min Shen; Tyler Peryea; Robert R Lavieri; Ethan S Lippmann; David M Aronoff
Journal:  Reprod Toxicol       Date:  2020-05-16       Impact factor: 3.143

Review 2.  Therapeutic opportunities in cancer therapy: targeting the p53-MDM2/MDMX interactions.

Authors:  Murali Munisamy; Nayonika Mukherjee; Levin Thomas; Amy Trinh Pham; Arash Shakeri; Yusheng Zhao; Jill Kolesar; Praveen P N Rao; Vivek M Rangnekar; Mahadev Rao
Journal:  Am J Cancer Res       Date:  2021-12-15       Impact factor: 6.166

3.  Integrated Network Pharmacology Approach for Drug Combination Discovery: A Multi-Cancer Case Study.

Authors:  Antonio Federico; Michele Fratello; Giovanni Scala; Lena Möbus; Alisa Pavel; Giusy Del Giudice; Michele Ceccarelli; Valerio Costa; Alfredo Ciccodicola; Vittorio Fortino; Angela Serra; Dario Greco
Journal:  Cancers (Basel)       Date:  2022-04-18       Impact factor: 6.575

Review 4.  Drug Repurposing in Cancer Therapy: Influence of Patient's Genetic Background in Breast Cancer Treatment.

Authors:  Rafaela Rodrigues; Diana Duarte; Nuno Vale
Journal:  Int J Mol Sci       Date:  2022-04-14       Impact factor: 6.208

5.  Potential Drug Prediction of Glioblastoma Based on Drug Perturbation-Induced Gene Expression Signatures.

Authors:  Bochi Zhu; Xijing Mao; Yuhong Man
Journal:  Biomed Res Int       Date:  2021-01-25       Impact factor: 3.411

6.  Human and Machine Intelligence Together Drive Drug Repurposing in Rare Diseases.

Authors:  Anup P Challa; Nicole M Zaleski; Rebecca N Jerome; Robert R Lavieri; Jana K Shirey-Rice; April Barnado; Christopher J Lindsell; David M Aronoff; Leslie J Crofford; Raymond C Harris; T Alp Ikizler; Ingrid A Mayer; Kenneth J Holroyd; Jill M Pulley
Journal:  Front Genet       Date:  2021-07-28       Impact factor: 4.599

7.  Drug repurposing: a systematic review on root causes, barriers and facilitators.

Authors:  Nithya Krishnamurthy; Alyssa A Grimshaw; Sydney A Axson; Sung Hee Choe; Jennifer E Miller
Journal:  BMC Health Serv Res       Date:  2022-07-29       Impact factor: 2.908

8.  EEG and Sleep Effects of Tramadol Suggest Potential Antidepressant Effects with Different Mechanisms of Action.

Authors:  Szabolcs Koncz; Noémi Papp; Noémi Menczelesz; Dóra Pothorszki; György Bagdy
Journal:  Pharmaceuticals (Basel)       Date:  2021-05-04

9.  Therapeutic targeting of pancreatic cancer stem cells by dexamethasone modulation of the MKP-1-JNK axis.

Authors:  Shuhei Suzuki; Masashi Okada; Tomomi Sanomachi; Keita Togashi; Shizuka Seino; Atsushi Sato; Masahiro Yamamoto; Chifumi Kitanaka
Journal:  J Biol Chem       Date:  2020-10-28       Impact factor: 5.157

Review 10.  Considerations and challenges for sex-aware drug repurposing.

Authors:  Jennifer L Fisher; Emma F Jones; Victoria L Flanary; Avery S Williams; Elizabeth J Ramsey; Brittany N Lasseigne
Journal:  Biol Sex Differ       Date:  2022-03-25       Impact factor: 5.027

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.