Charles Seleipiri, Jackson-Holmes Emily, Sun Gongchen, Zhou Ying, Siciliano Benjamin, Niu Weibo, Han Haejun, Nikitina Arina, Kemp Melissa L, Wen Zhexing, Lu Hang
Interdisciplinary Program in Bioengineering, Georgia Institute of Technology, 311 Ferst Drive NW, Atlanta, Georgia 30332, U.S.A.
Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology, 313 Ferst Drive NW, Atlanta, Georgia 30332, U.S.A.
bioRxiv. 2024 Jul 23:2024.07.19.604365. doi: 10.1101/2024.07.19.604365.
Human brain organoids produce anatomically relevant cellular structures and recapitulate key aspects of brain function, which holds great potential to model neurological diseases and screen therapeutics. However, the long growth time of 3D systems complicates the culturing of brain organoids and results in heterogeneity across samples hampering their applications. We developed an integrated platform to enable robust and long-term culturing of 3D brain organoids. We designed a mesofluidic bioreactor device based on a reaction-diffusion scaling theory, which achieves robust media exchange for sufficient nutrient delivery in long-term culture. We integrated this device with longitudinal tracking and machine learning-based classification tools to enable non-invasive quality control of live organoids. This integrated platform allows for sample pre-selection for downstream molecular analysis. Transcriptome analyses of organoids revealed that our mesofluidic bioreactor promoted organoid development while reducing cell death. Our platform thus offers a generalizable tool to establish reproducible culture standards for 3D cellular systems for a variety of applications beyond brain organoids.
人脑类器官可产生与解剖学相关的细胞结构,并概括脑功能的关键方面,这在模拟神经疾病和筛选治疗方法方面具有巨大潜力。然而,3D系统较长的生长时间使脑类器官的培养变得复杂,并导致样本间的异质性,阻碍了它们的应用。我们开发了一个集成平台,以实现3D脑类器官的稳健和长期培养。我们基于反应-扩散缩放理论设计了一种微流控生物反应器装置,该装置可实现稳健的培养基交换,以便在长期培养中提供足够的营养物质。我们将该装置与纵向跟踪和基于机器学习的分类工具集成,以实现对活类器官的非侵入性质量控制。这个集成平台允许对样本进行预筛选,以用于下游分子分析。类器官的转录组分析表明,我们的微流控生物反应器促进了类器官的发育,同时减少了细胞死亡。因此,我们的平台提供了一种可推广的工具,可为3D细胞系统建立可重复的培养标准,以用于脑类器官之外的各种应用。