Label-Free Impedance Analysis of Induced Pluripotent Stem Cell-Derived Spinal Cord Progenitor Cells for Rapid Safety and Efficacy Profiling

IF 6.4 3区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Advanced Materials Technologies Pub Date : 2024-07-05 DOI:10.1002/admt.202400589
Linwei He, Jerome Tan, Shi Yan Ng, King Ho Holden Li, Jongyoon Han, Sing Yian Chew, Han Wei Hou
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Abstract

Regenerative therapies, including the transplantation of spinal cord progenitor cells (SCPCs) derived from induced pluripotent stem cells (iPSCs), are promising treatment strategies for spinal cord injuries. However, the risk of tumorigenicity from residual iPSCs advocates an unmet need for rapid SCPCs safety profiling. Herein, a rapid (≈3000 cells min-1) electrical-based microfluidic biophysical cytometer is reported to detect low-abundance iPSCs from SCPCs at single-cell resolution. Based on multifrequency impedance measurements (0.3 to 12 MHz), biophysical features including cell size, deformability, membrane, and nucleus dielectric properties are simultaneously quantified as a cell is hydrodynamically stretched at a cross junction under continuous flow. A supervised uniform manifold approximation and projection (UMAP) model is further developed for impedance-based quantification of undifferentiated iPSCs with high sensitivity (≈1% spiked iPSCs) and shows good correlations with SCPCs differentiation outcomes using two iPSC lines. Cell membrane opacity (day 1) is also identified as a novel early intrinsic predictive biomarker that exhibits a strong correlation with SCPC differentiation efficiency (day 10). Overall, it is envisioned that this label-free and optic-free platform technology can be further developed as a versatile cost-effective process analytical tool to monitor or assess stem cell quality and safety in regenerative medicine. 

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对诱导多能干细胞衍生的脊髓祖细胞进行无标签阻抗分析,以快速进行安全性和有效性分析
再生疗法,包括移植由诱导多能干细胞(iPSCs)衍生的脊髓祖细胞(SCPCs),是治疗脊髓损伤的有前途的策略。然而,残留的iPSCs有致瘤的风险,因此对快速SCPCs安全性分析的需求尚未得到满足。本文报告了一种快速(≈3000 cells min-1)基于电学的微流控生物物理细胞仪,能以单细胞分辨率检测SCPCs中的低丰度iPSCs。基于多频阻抗测量(0.3 至 12 MHz),当细胞在连续流动的交叉口处被流体力学拉伸时,包括细胞大小、变形性、膜和细胞核介电特性在内的生物物理特征将被同时量化。进一步开发的监督均匀流形近似和投影(UMAP)模型可用于基于阻抗的未分化 iPSCs 定量,灵敏度高(加标 iPSCs ≈1%),并利用两种 iPSC 品系显示出与 SCPCs 分化结果的良好相关性。细胞膜不透明(第 1 天)也被确定为一种新型早期内在预测生物标志物,与 SCPC 分化效率(第 10 天)密切相关。总之,这种无标记和无光学平台技术有望进一步发展成为一种多功能、经济高效的过程分析工具,用于监测或评估再生医学中干细胞的质量和安全性。
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来源期刊
Advanced Materials Technologies
Advanced Materials Technologies Materials Science-General Materials Science
CiteScore
10.20
自引率
4.40%
发文量
566
期刊介绍: Advanced Materials Technologies Advanced Materials Technologies is the new home for all technology-related materials applications research, with particular focus on advanced device design, fabrication and integration, as well as new technologies based on novel materials. It bridges the gap between fundamental laboratory research and industry.
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