Advancing Drug Discovery for Neurological Disorders Using iPSC-Derived Neural Organoids

被引:53
作者
Costamagna, Gianluca [1 ,2 ]
Comi, Giacomo Pietro [1 ,2 ]
Corti, Stefania [1 ,2 ]
机构
[1] Univ Milan, Dino Ferrari Ctr, Dept Pathophysiol & Transplantat DEPT, Neurosci Sect, I-20122 Milan, Italy
[2] IRCCS Fdn Ca Granda Osped Maggiore Policlin, Neurol Unit, Via Francesco Sforza 35, I-20122 Milan, Italy
关键词
induced pluripotent stem cells (iPSCs); brain organoids; CRISPR-Cas9; drug discovery; disease modeling; neurological diseases; machine learning; single-cell sequencing; bioengineering; organoid imaging; LIGHT-SHEET MICROSCOPY; CEREBRAL ORGANOIDS; HUMAN BRAIN; STEM-CELLS; IN-VITRO; CORTICAL DEVELOPMENT; LONG-TERM; MODEL; GENERATION; MOUSE;
D O I
10.3390/ijms22052659
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
In the last decade, different research groups in the academic setting have developed induced pluripotent stem cell-based protocols to generate three-dimensional, multicellular, neural organoids. Their use to model brain biology, early neural development, and human diseases has provided new insights into the pathophysiology of neuropsychiatric and neurological disorders, including microcephaly, autism, Parkinson's disease, and Alzheimer's disease. However, the adoption of organoid technology for large-scale drug screening in the industry has been hampered by challenges with reproducibility, scalability, and translatability to human disease. Potential technical solutions to expand their use in drug discovery pipelines include Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR) to create isogenic models, single-cell RNA sequencing to characterize the model at a cellular level, and machine learning to analyze complex data sets. In addition, high-content imaging, automated liquid handling, and standardized assays represent other valuable tools toward this goal. Though several open issues still hamper the full implementation of the organoid technology outside academia, rapid progress in this field will help to prompt its translation toward large-scale drug screening for neurological disorders.
引用
收藏
页码:1 / 21
页数:21
相关论文
共 145 条
  • [31] NeuriteQuant: An open source toolkit for high content screens of neuronal Morphogenesis
    Dehmelt, Leif
    Poplawski, Gunnar
    Hwang, Eric
    Halpain, Shelley
    [J]. BMC NEUROSCIENCE, 2011, 12
  • [32] High-resolution 3D imaging of fixed and cleared organoids
    Dekkers, Johanna F.
    Alieva, Maria
    Wellens, Lianne M.
    Ariese, Hendrikus C. R.
    Jamieson, Paul R.
    Vonk, Annelotte M.
    Amatngalim, Gimano D.
    Hu, Huili
    Oost, Koen C.
    Snippert, Hugo J. G.
    Beekman, Jeffrey M.
    Wehrens, Ellen J.
    Visvader, Jane E.
    Clevers, Hans
    Rios, Anne C.
    [J]. NATURE PROTOCOLS, 2019, 14 (06) : 1756 - 1771
  • [33] Upgrading the Physiological Relevance of Human Brain Organoids
    Del Dosso, Ashley
    Urenda, Jean-Paul
    Tuan Nguyen
    Quadrato, Giorgia
    [J]. NEURON, 2020, 107 (06) : 1014 - 1028
  • [34] Deng J, 2009, PROC CVPR IEEE, P248, DOI 10.1109/CVPRW.2009.5206848
  • [35] Gene Correction Reverses Ciliopathy and Photoreceptor Loss in iPSC-Derived Retinal Organoids from Retinitis Pigmentosa Patients
    Deng, Wen-Li
    Gao, Mei-Ling
    Lei, Xin-Lan
    Lv, Ji-Neng
    Zhao, Huan
    He, Kai-Wen
    Xia, Xi-Xi
    Li, Ling-Yun
    Chen, Yu-Chen
    Li, Yan-Ping
    Pan, Deng
    Xue, Tian
    Jin, Zi-Bing
    [J]. STEM CELL REPORTS, 2018, 10 (04): : 1267 - 1281
  • [36] 2-PHOTON LASER SCANNING FLUORESCENCE MICROSCOPY
    DENK, W
    STRICKLER, JH
    WEBB, WW
    [J]. SCIENCE, 1990, 248 (4951) : 73 - 76
  • [37] Ultramicroscopy:: three-dimensional visualization of neuronal networks in the whole mouse brain
    Dodt, Hans-Ulrich
    Leischner, Ulrich
    Schierloh, Anja
    Jaehrling, Nina
    Mauch, Christoph Peter
    Deininger, Katrin
    Deussing, Jan Michael
    Eder, Matthias
    Zieglgaensberger, Walter
    Becker, Klaus
    [J]. NATURE METHODS, 2007, 4 (04) : 331 - 336
  • [38] The Human Brain in a Dish: The Promise of iPSC-Derived Neurons
    Dolmetsch, Ricardo
    Geschwind, Daniel H.
    [J]. CELL, 2011, 145 (06) : 831 - 834
  • [39] Establishment of patient-derived cancer organoids for drug-screening applications
    Driehuis, Else
    Kretzschmar, Kai
    Clevers, Hans
    [J]. NATURE PROTOCOLS, 2020, 15 (10) : 3380 - 3409
  • [40] BRCA-deficient mouse mammary tumor organoids to study cancer-drug resistance
    Duarte, Alexandra A.
    Gogola, Ewa
    Sachs, Norman
    Barazas, Marco
    Annunziato, Stefano
    de Ruiter, Julian R.
    Velds, Arno
    Blatter, Sohvi
    Houthuijzen, Julia M.
    van De Ven, Marieke
    Clevers, Hans
    Borst, Piet
    Jonkers, Jos
    Rottenberg, Sven
    [J]. NATURE METHODS, 2018, 15 (02) : 134 - +