A Behavior-Integrated Potency Assay for Quantitative Evaluation of Extracellular Matrix Remodeling by Mesenchymal Stem/Stromal Cells

IF 3.9 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Biotechnology and Bioengineering Pub Date : 2026-10-14 Epub Date: 2026-07-05 DOI:10.1002/bit.70298
Shao Ying Tan, Mee-Hae Kim, Masahiro Kino-oka
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引用次数: 0

Abstract

Reliable potency assays are critical for ensuring the therapeutic consistency and manufacturing quality of mesenchymal stem/stromal cells (MSCs). Conventional assays based on soluble factor quantification often fail to capture extracellular matrix (ECM) remodeling capacity and exhibit high variability. We developed a biologically relevant, image-based potency assay that directly quantifies MSCs-mediated ECM remodeling under defined biophysical conditions. A collagen-coated (CL) surface that provides a stable, proliferation-suppressive microenvironment, enabling single-cell quantification of remodeling activity using collagen hybridizing peptide staining. The ECM remodeling index (ICHP+) defined an optimal working range (3.0 × 103 ≤ cells/cm2 ≤ 4.5 × 103), where spatially separated MSCs achieved high analytical precision (CV < 10%). The CL-based assay demonstrated robust repeatability across MSCs sources and biologically relevant quantitation limits. Integration of ICHP+ with γH2AX, enabled simultaneous assessment of functional potency and cell health. Response surface methodology modeling of culture duration, seeding density, and passage number revealed a dome-shaped relationship, with maximal remodeling at early passages (Np1–Np3) and 3–5 days of culture, whereas extended culture (> 6 days) decreased potency alongside elevated γH2AX expression. The model exhibited strong predictive performance (R2 > 0.95), supporting its utility for process optimization. Collectively, this mechanism-based potency assay enables standardized platform for potency evaluation and manufacturing control for consistent, high-quality MSCs therapeutics.

间充质干细胞/基质细胞细胞外基质重塑的行为综合效价定量评价。
可靠的效价测定对于确保间充质干细胞(MSCs)的治疗一致性和制造质量至关重要。基于可溶性因子定量的传统测定方法往往不能捕获细胞外基质(ECM)重塑能力,并表现出高度的可变性。我们开发了一种生物相关的、基于图像的效价测定方法,可以直接量化在特定生物物理条件下msc介导的ECM重塑。一种胶原包被(CL)表面,提供稳定的,抑制增殖的微环境,使单细胞量化重塑活性使用胶原杂交肽染色。ECM重塑指数(ICHP+)定义了一个最佳工作范围(3.0 × 103≤cells/cm2≤4.5 × 103),其中空间分离的MSCs具有较高的分析精度(CV 6天),效力随γ - h2ax表达升高而降低。该模型表现出较强的预测性能(R2 > 0.95),支持其用于工艺优化的实用性。总的来说,这种基于机制的效价分析为一致的、高质量的MSCs疗法的效价评估和生产控制提供了标准化的平台。
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来源期刊
Biotechnology and Bioengineering
Biotechnology and Bioengineering 工程技术-生物工程与应用微生物
CiteScore
7.90
自引率
5.30%
发文量
280
审稿时长
2.1 months
期刊介绍: Biotechnology & Bioengineering publishes Perspectives, Articles, Reviews, Mini-Reviews, and Communications to the Editor that embrace all aspects of biotechnology. These include: -Enzyme systems and their applications, including enzyme reactors, purification, and applied aspects of protein engineering -Animal-cell biotechnology, including media development -Applied aspects of cellular physiology, metabolism, and energetics -Biocatalysis and applied enzymology, including enzyme reactors, protein engineering, and nanobiotechnology -Biothermodynamics -Biofuels, including biomass and renewable resource engineering -Biomaterials, including delivery systems and materials for tissue engineering -Bioprocess engineering, including kinetics and modeling of biological systems, transport phenomena in bioreactors, bioreactor design, monitoring, and control -Biosensors and instrumentation -Computational and systems biology, including bioinformatics and genomic/proteomic studies -Environmental biotechnology, including biofilms, algal systems, and bioremediation -Metabolic and cellular engineering -Plant-cell biotechnology -Spectroscopic and other analytical techniques for biotechnological applications -Synthetic biology -Tissue engineering, stem-cell bioengineering, regenerative medicine, gene therapy and delivery systems The editors will consider papers for publication based on novelty, their immediate or future impact on biotechnological processes, and their contribution to the advancement of biochemical engineering science. Submission of papers dealing with routine aspects of bioprocessing, description of established equipment, and routine applications of established methodologies (e.g., control strategies, modeling, experimental methods) is discouraged. Theoretical papers will be judged based on the novelty of the approach and their potential impact, or on their novel capability to predict and elucidate experimental observations.
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