无标签多式成像显微镜用于检测受损细胞膜和单细胞特征.
Huijun Wang1,2, Lu Zhang1,2, Chen Fan1,2
1State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an 710049, China.
ACS sensors
|July 3, 2025
概括
一个新的无标签多式成像显微镜 (MMIM) 简化了单细胞的表征. 该系统精确检测细胞膜损伤,并提高了各种细胞类型的分类精度.
科学领域:
- 生物医学工程 生物医学工程
- 细胞生物学 细胞生物学
- 显微镜的使用方法
背景情况:
- 单细胞的表征对于生物学和医学至关重要.
- 目前的方法通常依赖于复杂的标签或系统,这带来了挑战.
- 需要一种简单的,无标签的方法来进行多式单细胞分析.
研究的目的:
- 开发一种无标签的多式成像显微镜 (MMIM),用于全面的单细胞表征.
- 为细胞分析提取形态和细胞内特征.
- 证明系统在检测细胞损伤和分类细胞类型方面的能力.
主要方法:
- 该MMIM系统同时使用前向散射,循环极化程度和相位测量.
- 它量化了细胞体积和图像细胞内折射率分布和形态.
- 采用决策树模型来验证分类准确性.
主要成果:
- MMIM系统提取了四个关键特征:体积,粗度平均 (Ra),根-平方平均值和折射率.
- 它检测到与正常细胞相比,脂质过氧化损伤的HK-2细胞的表面粗度高出39.7%.
- 多模式功能提高了不同细胞类型和损伤检测的分类精度超过21%.
结论:
- MMIM提供了一种简单的,无标签的方法,用于多式联络单细胞的表征.
- 它有效地检测细胞膜损伤,没有染色或复杂的设置.
- 该系统显示了促进生物医学研究和诊断的巨大潜力.
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