Non‐Invasive Quality Control of Organoid Cultures Using Mesofluidic CSTR Bioreactors and High‐Content Imaging

Seleipiri Charles, Emily Jackson‐Holmes, Gongchen Sun, Ying Zhou, Benjamin Siciliano, Weibo Niu, Haejun Han, Arina Nikitina, Melissa L. Kemp, Zhexing Wen, Hang Lu
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Abstract

Human brain organoids produce anatomically relevant cellular structures and recapitulate key aspects of in vivo 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. An integrated platform is developed to enable robust and long‐term culturing of 3D brain organoids. A mesofluidic bioreactor device is designed based on a reaction‐diffusion scaling theory, which achieves robust media exchange for sufficient nutrient delivery in long‐term culture. This device is integrated 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 the mesofluidic bioreactor promoted organoid development while reducing cell death. This platform thus offers a generalizable tool to establish reproducible culture standards for 3D cellular systems for a variety of applications beyond brain organoids.

Abstract Image

利用介流体 CSTR 生物反应器和高含量成像技术对类器官培养物进行非侵入式质量控制
人脑器官组织能产生与解剖学相关的细胞结构,并再现体内大脑功能的关键方面,在神经系统疾病建模和筛选疗法方面具有巨大潜力。然而,三维系统的生长时间较长,使脑器官组织的培养复杂化,并导致样本间的异质性,阻碍了其应用。本研究开发了一个集成平台,可实现三维脑器官组织的长期稳健培养。根据反应-扩散缩放理论设计了一种介流体生物反应器装置,可在长期培养过程中实现稳健的介质交换以提供充足的营养。该装置集成了纵向跟踪和基于机器学习的分类工具,可对活体器官进行无创质量控制。这一集成平台可为下游分子分析进行样本预选。器官组织的转录组分析表明,介流体生物反应器促进了器官组织的发育,同时减少了细胞死亡。因此,该平台提供了一种可推广的工具,可为三维细胞系统建立可重复的培养标准,用于脑器官组织以外的各种应用。
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