Automated processing pipeline for functional imaging of human cardiac organoids using optical coherence tomography.

IF 3.2 2区 医学 Q2 BIOCHEMICAL RESEARCH METHODS
Biomedical optics express Pub Date : 2026-08-26 eCollection Date: 2026-09-01 DOI:10.1364/BOE.609131
Kechao Lu, Erin C O'Kane, Wan Wang, Lauren E Parker, Ravi Karra, David A Miller, Adam Wax
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引用次数: 0

Abstract

Structural and functional assessment of human cardiac organoids (hCOs) is essential for pharmaceutical drug screening and disease modeling. Existing evaluation approaches have provided valuable insights, but many rely on invasive sensors that may influence contractility, or on 2D imaging approaches that are constrained by geometric assumptions and restrict field of view. To address these challenges, we present a non-invasive imaging approach using 4D optical coherence tomography (4D-OCT) to reconstruct a synchronized, volumetric video of beating hCOs by denoising, segmenting, and synchronizing adjacent time-series B-scan stacks. We used 4D-OCT to visualize the morphological deformation of beating hCOs, enabling quantification of chamber deformation ratio (CDR) and deformation fraction (DF). Ultimately, our 4D-OCT pipeline measured an 8-fold higher DF in the vascular endothelial growth factor-treated hCO compared to the control hCO for proof of concept. These findings demonstrate the feasibility of performing non-invasive functional assessment, paving the way for advanced cardiac disease modeling and drug screening in hCOs using 4D-OCT.

利用光学相干断层成像技术进行人类心脏类器官功能成像的自动化处理流水线。
人类心脏类器官(hCOs)的结构和功能评估对药物筛选和疾病建模至关重要。现有的评估方法提供了有价值的见解,但许多方法依赖于可能影响收缩性的侵入式传感器,或者依赖于受几何假设和视野限制的2D成像方法。为了解决这些挑战,我们提出了一种使用4D光学相干断层扫描(4D- oct)的非侵入性成像方法,通过去噪、分割和同步相邻的时间序列b扫描堆栈来重建一个同步的、体积视频。我们使用4D-OCT可视化加热hCOs的形态变形,从而量化室变形率(CDR)和变形分数(DF)。最终,我们的4D-OCT管道测量了血管内皮生长因子处理的hCO的DF比对照hCO高8倍,以证明概念。这些发现证明了进行无创功能评估的可行性,为使用4D-OCT进行高级心脏病建模和hCOs药物筛选铺平了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Biomedical optics express
Biomedical optics express BIOCHEMICAL RESEARCH METHODS-OPTICS
CiteScore
6.80
自引率
11.80%
发文量
633
审稿时长
1 months
期刊介绍: The journal''s scope encompasses fundamental research, technology development, biomedical studies and clinical applications. BOEx focuses on the leading edge topics in the field, including: Tissue optics and spectroscopy Novel microscopies Optical coherence tomography Diffuse and fluorescence tomography Photoacoustic and multimodal imaging Molecular imaging and therapies Nanophotonic biosensing Optical biophysics/photobiology Microfluidic optical devices Vision research.
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