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
  • [41] Rare disease 101: an online resource teaching on over 7000 rare diseases in one short course
    Dunne, Thomas Frederick
    Jeffries, Daniel
    Mckay, Lucy
    ORPHANET JOURNAL OF RARE DISEASES, 2024, 19 (01)
  • [42] Artificial Neural Network Methods Applied to Drug Discovery for Neglected Diseases
    Scotti, Luciana
    Ishiki, Hamilton
    Mendonca Junior, Francisco J. B.
    da Silva, Marcelo S.
    Scotti, Marcus T.
    COMBINATORIAL CHEMISTRY & HIGH THROUGHPUT SCREENING, 2015, 18 (08) : 819 - 829
  • [43] Dose-finding studies in drug development for rare genetic diseases
    Lingshan Wang
    Jie Wang
    Ji Feng
    Mary Doi
    Salvatore Pepe
    Michael Pacanowski
    Robert N. Schuck
    Orphanet Journal of Rare Diseases, 17
  • [44] Drug Repurposing in Rare Diseases: An Integrative Study of Drug Screening and Transcriptomic Analysis in Nephropathic Cystinosis
    Bellomo, Francesco
    De Leo, Ester
    Taranta, Anna
    Giaquinto, Laura
    Di Giovamberardino, Gianna
    Montefusco, Sandro
    Rega, Laura Rita
    Pastore, Anna
    Medina, Diego Luis
    Di Bernardo, Diego
    De Matteis, Maria Antonietta
    Emma, Francesco
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2021, 22 (23)
  • [45] Artificial intelligence alphafold model for molecular biology and drug discovery: a machine-learning-driven informatics investigation
    Guo, Song-Bin
    Meng, Yuan
    Lin, Liteng
    Zhou, Zhen-Zhong
    Li, Hai-Long
    Tian, Xiao-Peng
    Huang, Wei-Juan
    MOLECULAR CANCER, 2024, 23 (01)
  • [46] Drug repositioning for rare diseases: Knowledge-based success stories
    Scherman, Daniel
    Fetro, Christine
    THERAPIE, 2020, 75 (02): : 161 - 167
  • [47] Dose-finding studies in drug development for rare genetic diseases
    Wang, Lingshan
    Wang, Jie
    Feng, Ji
    Doi, Mary
    Pepe, Salvatore
    Pacanowski, Michael
    Schuck, Robert N.
    ORPHANET JOURNAL OF RARE DISEASES, 2022, 17 (01)
  • [48] Unlocking therapeutic frontiers: harnessing artificial intelligence in drug discovery for neurodegenerative diseases
    Nehmeh, Bilal
    Rebehmed, Joseph
    Nehmeh, Riham
    Taleb, Robin
    Akoury, Elias
    DRUG DISCOVERY TODAY, 2024, 29 (12)
  • [49] Important Role of Translational Science in Rare Disease Innovation, Discovery, and Drug Development
    Pariser, Anne R.
    Gahl, William A.
    JOURNAL OF GENERAL INTERNAL MEDICINE, 2014, 29 : S804 - S807
  • [50] Important Role of Translational Science in Rare Disease Innovation, Discovery, and Drug Development
    Anne R. Pariser
    William A. Gahl
    Journal of General Internal Medicine, 2014, 29 : 804 - 807