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基于动态光学相干断层扫描技术对三维肝细胞球体中位点依赖性细胞活力的定量评估。

Quantitative evaluation of the site-dependent cell viability in three-dimensional hepatocyte spheroids based on dynamic optical coherence tomography.

作者信息

Wang Ling, Wang Chang, Li Qiansen, Fu Rongzhen, Xu Chen, Xu Mingen

机构信息

Hangzhou Dianzi University, Automation College, Hangzhou, China.

Zhejiang Provincial Key Laboratory of Medical Information and Biological 3D Printing, Hangzhou, China.

出版信息

J Biomed Opt. 2025 Mar;30(3):035003. doi: 10.1117/1.JBO.30.3.035003. Epub 2025 Mar 14.

Abstract

SIGNIFICANCE

Hepatocyte spheroids (HCSs) are three-dimensional (3D) models that exhibit a multilayered structure with site-dependent cell viability. The non-invasive identification of HCS structure and viability variation is essential in fully exploiting the potential of HCS as a model for liver disease research.

AIM

We aim to achieve long-term, non-invasive monitoring and quantification of HCS cell viability based on dynamic optical coherence tomography (D-OCT) and enhance visualization of HCS internal activity with D-OCT pseudo-color images.

APPROACH

We employed D-OCT based on power spectrum analysis with an appropriate optical coherence tomography time-series image acquisition rate to obtain the motion frequency distribution of cells within HCS, thus distinguishing and segmenting the viable and necrotic cell layers based on the average frequency of cellular activity, and quantify the tissue activity using the pixel ratio of the segmented viable region to the total spheroid region. Meanwhile, we used the hue saturation value color mapping method to enable enhanced visualization and high-precision segmentation of viable and necrotic cell layers in HCS.

RESULTS

The feasibility of the D-OCT method was verified experimentally with three sets of HCS samples (HCS-2000, HCS-5000, and HCS-10000) by comparison with a confocal laser scanning microscope. The cells in C3A-HCS were found to be active mainly in the range of 8 to 13 Hz by D-OCT detection. 3D D-OCT pseudo-color images of HCS with a maximum diameter of were displayed, and the 3D structures of necrotic and viable cell layers were identified by mask segmentation based on the average cell activity frequency threshold (10.5 Hz). The longitudinal necrotic process of three sets of HCS samples with differing inoculated cell numbers was monitored and quantified over 29 days.

CONCLUSIONS

The employed D-OCT method can be used to quantitatively evaluate the site-dependent cell viability in HCS and possesses the potential for long-term, non-invasive monitoring and quantification of HCS viability.

摘要

意义

肝细胞球体(HCS)是三维(3D)模型,具有多层结构且细胞活力存在部位依赖性。对HCS结构和活力变化进行非侵入性识别对于充分发挥HCS作为肝病研究模型的潜力至关重要。

目的

我们旨在基于动态光学相干断层扫描(D-OCT)实现对HCS细胞活力的长期、非侵入性监测和定量,并通过D-OCT伪彩色图像增强对HCS内部活动的可视化。

方法

我们采用基于功率谱分析的D-OCT,并以适当的光学相干断层扫描时间序列图像采集速率获取HCS内细胞的运动频率分布,从而根据细胞活动的平均频率区分和分割活细胞层和坏死细胞层,并使用分割出的活细胞区域与球体总区域的像素比来量化组织活性。同时,我们使用色相饱和度值颜色映射方法来增强对HCS中活细胞层和坏死细胞层的可视化和高精度分割。

结果

通过与共聚焦激光扫描显微镜比较,用三组HCS样本(HCS-2000、HCS-5000和HCS-10000)对D-OCT方法的可行性进行了实验验证。通过D-OCT检测发现C3A-HCS中的细胞主要在8至13Hz范围内活跃。展示了最大直径为 的HCS的3D D-OCT伪彩色图像,并基于平均细胞活动频率阈值(10.5Hz)通过掩码分割识别了坏死和活细胞层的3D结构。对接种细胞数量不同的三组HCS样本在29天内的纵向坏死过程进行了监测和量化。

结论

所采用的D-OCT方法可用于定量评估HCS中部位依赖性细胞活力,并具有对HCS活力进行长期、非侵入性监测和定量的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4470/11934154/861c4fd69403/JBO-030-035003-g001.jpg

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