与深度学习辅助集成的反应性光子水凝用于早期MMP-9检测
Yan Wang1, Mingyi Liu1, Xufang Liu1
1State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration & National Clinical Research Center for Oral Diseases & Shaanxi Key Laboratory of Stomatology, Department of Prosthodontics, School of Stomatology, The Fourth Military Medical University, Xi'an, Shaanxi, 710032, China.
Biosensors & bioelectronics
|January 31, 2026
概括
一种新型的光子晶体水凝可快速检测矩阵金属蛋白酶-9 (MMP-9). 这种MMP-9传感器为疾病诊断的传统测试提供了经济高效且准确的替代方案.
科学领域:
- 生物材料科学 生物材料科学
- 生物医学工程 生物医学工程
- 分析化学 分析化学
背景情况:
- 矩阵金属蛋白酶-9 (MMP-9) 对于细胞外矩阵重塑至关重要,但其失调与炎症性疾病和癌症有关.
- 传统的MMP-9检测方法,如ELISA,是复杂的,昂贵的,耗时的,阻碍了点的护理应用.
研究的目的:
- 开发一个快速,便携,经济高效的MMP-9检测平台.
- 克服现有的临床使用MMP-9诊断试验的局限性.
主要方法:
- 合成了一种MMP-9响应光子晶体 (PC/PEG-M9SP) 水凝,使用4臂聚乙烯基醇烯酸和一种MMP-9敏感.
- 使用迈克尔类型的加法反应进行水凝合成.
- 将水凝与基于深度学习的智能手机应用程序集成为检测.
主要成果:
- PC/PEG-M9SP水凝在MMP-9裂变时呈现出明显的颜色变化,使其能够在10分钟内进行视觉和定量检测.
- 实现了高灵敏度 (10.60 nm mL/ng) 和低检测极限 (0.62 ng/mL).
- 在复杂的生物流体中与ELISA有很强的一致性,证实了分析可靠性.
结论:
- 开发的水凝系统为准确的MMP-9检测提供了快速,便携和经济有效的解决方案.
- 这一平台在临床检测和临床诊断方面具有巨大的潜力.
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