Rare Diseases: Drug Discovery and Informatics Resource

被引:0
|
作者
Mingzhu Zhao
Dong-Qing Wei
机构
[1] Shanghai Jiao Tong University,Instrumental Analysis Center
[2] Shanghai Jiao Tong University,School of Life Science and Biotechnology
来源
Interdisciplinary Sciences: Computational Life Sciences | 2018年 / 10卷
关键词
Rare disease; Drug discovery; Drug repositioning; Informatics database; Computational model;
D O I
暂无
中图分类号
学科分类号
摘要
A rare disease refers to any disease with very low prevalence individually. Although the impacted population is small for a single disease, more than 6000 rare diseases affect millions of people across the world. Due to the small market size, high cost and possibly low return on investment, only in recent years, the research and development of rare disease drugs have gradually risen globally, in several domains including gene therapy, enzyme replacement therapy, and drug repositioning. Due to the complex etiology and heterogeneous symptoms, there is a large gap between basic research and patient unmet needs for rare disease drug discovery. As computational biology increasingly arises researchers’ awareness, the informatics database on rare disease have grown rapidly in the recent years, including drug targets, genetic variant and mutation, phenotype and ontology and patient registries. Along with the advances of informatics database and networks, new computational models will help accelerate the target identification and lead optimization process for rare disease pre-clinical drug development.
引用
收藏
页码:195 / 204
页数:9
相关论文
共 50 条
  • [21] The discovery of medicines for rare diseases
    Swinney, David C.
    Xia, Shuangluo
    FUTURE MEDICINAL CHEMISTRY, 2014, 6 (09) : 987 - 1002
  • [22] Drug Discovery and Development in Rare Diseases: Taking a Closer Look at the Tafamidis Story
    Burton, Arianna
    Castano, Adam
    Bruno, Marianna
    Riley, Steve
    Schumacher, Jennifer
    Sultan, Marla B.
    Tai, Sandi See
    Judge, Daniel P.
    Patel, Jignesh K.
    Kelly, Jeffery W.
    DRUG DESIGN DEVELOPMENT AND THERAPY, 2021, 15 : 1225 - 1243
  • [23] Data-driven drug discovery for rare diseases: tales from the trenches
    van den Broek, Frederik
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2019, 257
  • [24] Neural network techniques for informatics of cancer drug discovery
    van Osdol, WW
    Myers, TG
    Weinstein, JN
    NUMERICAL COMPUTER METHODS, PART C, 2000, 321 : 369 - 395
  • [25] Managing laboratory automation: integration and informatics in drug discovery
    Manly, CJ
    JOURNAL OF AUTOMATED METHODS & MANAGEMENT IN CHEMISTRY, 2000, 22 (06): : 169 - 170
  • [26] Informatics and computation for drug discovery - Specialist or mainstream tools?
    Gund, Peter
    Maliski, Ed
    Brown, Frank
    CURRENT OPINION IN DRUG DISCOVERY & DEVELOPMENT, 2009, 12 (03) : 337 - 338
  • [27] Vet informatics and the future of drug discovery in veterinary medicine
    Vlasiou, Manos C.
    FRONTIERS IN VETERINARY SCIENCE, 2024, 11
  • [28] Informatics aiding drug discovery: ADME evaluation.
    Jorgensen, WL
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2004, 228 : U363 - U363
  • [29] Informatics-based approach for drug discovery.
    Shao, L
    Yang, DJ
    Wang, SM
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2000, 220 : U542 - U542
  • [30] Collaborative drug discovery paradigm: A modern approach to drug research informatics
    Bunin, Barry A.
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2013, 246