Functional Neural Networks in Human Brain Organoids

被引:3
作者
Gu, Longjun [1 ]
Cai, Hongwei [1 ]
Chen, Lei [1 ]
Gu, Mingxia [2 ,3 ]
Tchieu, Jason [2 ,3 ]
Guo, Feng [1 ]
机构
[1] Indiana Univ, Dept Intelligent Syst Engn, Bloomington, IN 47405 USA
[2] Cincinnati Childrens Hosp Med Ctr, Ctr Stem Cell & Organoid Med CuSTOM, Div Pulm Biol, Div Dev Biol, Cincinnati, OH 45229 USA
[3] Univ Cincinnati, Sch Med, Cincinnati, OH 45229 USA
来源
BME FRONTIERS | 2024年 / 5卷
基金
美国国家卫生研究院;
关键词
PLURIPOTENT STEM-CELLS; CELLULAR SCALING RULES; CEREBRAL ORGANOIDS; SELF-ORGANIZATION; CORTICAL-NEURONS; ABNORMALITIES; DIVERSITY; EVOLUTION; DYNAMICS; FEATURES;
D O I
10.34133/bmef.0065
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Human brain organoids are 3-dimensional brain-like tissues derived from human pluripotent stem cells and hold promising potential for modeling neurological, psychiatric, and developmental disorders. While the molecular and cellular aspects of human brain organoids have been intensively studied, their functional properties such as organoid neural networks (ONNs) are largely understudied. Here, we summarize recent research advances in understanding, characterization, and application of functional ONNs in human brain organoids. We first discuss the formation of ONNs and follow up with characterization strategies including microelectrode array (MEA) technology and calcium imaging. Moreover, we highlight recent studies utilizing ONNs to investigate neurological diseases such as Rett syndrome and Alzheimer's disease. Finally, we provide our perspectives on the future challenges and opportunities for using ONNs in basic research and translational applications.
引用
收藏
页数:10
相关论文
共 92 条
[11]   Assembly of functionally integrated human forebrain spheroids [J].
Birey, Fikri ;
Andersen, Jimena ;
Makinson, Christopher D. ;
Islam, Saiful ;
Wei, Wu ;
Huber, Nina ;
Fan, H. Christina ;
Metzler, Kimberly R. Cordes ;
Panagiotakos, Georgia ;
Thom, Nicholas ;
O'Rourke, Nancy A. ;
Steinmetz, Lars M. ;
Bernstein, Jonathan A. ;
Hallmayer, Joachim ;
Huguenard, John R. ;
Pasca, Sergiu P. .
NATURE, 2017, 545 (7652) :54-+
[12]   Large-scale brain networks in cognition: emerging methods and principles [J].
Bressler, Steven L. ;
Menon, Vinod .
TRENDS IN COGNITIVE SCIENCES, 2010, 14 (06) :277-290
[13]   Brain organoid reservoir computing for artificial intelligence [J].
Cai, Hongwei ;
Ao, Zheng ;
Tian, Chunhui ;
Wu, Zhuhao ;
Liu, Hongcheng ;
Tchieu, Jason ;
Gu, Mingxia ;
Mackie, Ken ;
Guo, Feng .
NATURE ELECTRONICS, 2023, 6 (12) :1032-1039
[14]   Intelligent acoustofluidics enabled mini-bioreactors for human brain organoids [J].
Cai, Hongwei ;
Ao, Zheng ;
Wu, Zhuhao ;
Song, Sunghwa ;
Mackie, Ken ;
Guo, Feng .
LAB ON A CHIP, 2021, 21 (11) :2194-2205
[15]   Brain organoids for the study of human neurobiology at the interface of in vitro and in vivo [J].
Chiaradia, Ilaria ;
Lancaster, Madeline A. .
NATURE NEUROSCIENCE, 2020, 23 (12) :1496-1508
[16]   Telencephalic cells take a tangent: non-radial migration in the mammalian forebrain [J].
Corbin, JG ;
Nery, S ;
Fishell, G .
NATURE NEUROSCIENCE, 2001, 4 (Suppl 11) :1177-1182
[17]   Detecting Pairwise Correlations in Spike Trains: An Objective Comparison of Methods and Application to the Study of Retinal Waves [J].
Cutts, Catherine S. ;
Eglen, Stephen J. .
JOURNAL OF NEUROSCIENCE, 2014, 34 (43) :14288-14303
[18]   Modeling blood-brain barrier formation and cerebral cavernous malformations in human PSC-derived organoids [J].
Dao, Lan ;
You, Zhen ;
Lu, Lu ;
Xu, Tianyang ;
Sarkar, Avijite Kumer ;
Zhu, Hui ;
Liu, Miao ;
Calandrelli, Riccardo ;
Yoshida, George ;
Lin, Pei ;
Miao, Yifei ;
Mierke, Sarah ;
Kalva, Srijan ;
Zhu, Haining ;
Gu, Mingxia ;
Vadivelu, Sudhakar ;
Zhong, Sheng ;
Huang, L. Frank ;
Guo, Ziyuan .
CELL STEM CELL, 2024, 31 (06) :818-833.e11
[19]   The evolution of the brain, the human nature of cortical circuits, and intellectual creativity [J].
DeFelipe, Javier .
FRONTIERS IN NEUROANATOMY, 2011, 5
[20]   An AI-based segmentation and analysis pipeline for high-field MR monitoring of cerebral organoids [J].
Deininger, Luca ;
Jung-Klawitter, Sabine ;
Mikut, Ralf ;
Richter, Petra ;
Fischer, Manuel ;
Karimian-Jazi, Kianush ;
Breckwoldt, Michael O. ;
Bendszus, Martin ;
Heiland, Sabine ;
Kleesiek, Jens ;
Opladen, Thomas ;
Huebschmann, Oya Kuseyri ;
Huebschmann, Daniel ;
Schwarz, Daniel .
SCIENTIFIC REPORTS, 2023, 13 (01)