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基于相位展开算法的高分辨率大视场相敏表面等离子体共振成像去噪算法

Denoising Algorithm for High-Resolution and Large-Range Phase-Sensitive SPR Imaging Based on PFA.

作者信息

Pu Zihang, Wang Xuelin, Chen Wanwan, Liu Zhexian, Wang Peng

机构信息

Department of Precision Instrument, Tsinghua University, Beijing 100084, China.

出版信息

Sensors (Basel). 2025 Jul 26;25(15):4641. doi: 10.3390/s25154641.

Abstract

Phase-sensitive surface plasmon resonance (SPR) detection is widely employed in molecular dynamics studies and SPR imaging owing to its real-time capability, high sensitivity, and compatibility with imaging systems. A key research objective is to achieve higher measurement resolution of refractive index under optimal dynamic range conditions. We present an enhanced SPR phase imaging system combining a quad-polarization filter array for phase differential detection with a novel polarization pair, block matching, and 4D filtering (PPBM4D) algorithm to extend the dynamic range and enhance resolution. By extending the BM3D framework, PPBM4D leverages inter-polarization correlations to generate virtual measurements for each channel in the quad-polarization filter, enabling more effective noise suppression through collaborative filtering. The algorithm demonstrates 57% instrumental noise reduction and achieves 1.51 × 10 RIU resolution (1.333-1.393 RIU range). The system's algorithm performance is validated through stepwise NaCl solution switching experiments (0.0025-0.08%) and protein interaction assays (0.15625-20 μg/mL). This advancement establishes a robust framework for high-resolution SPR applications across a broad dynamic range, particularly benefiting live-cell imaging and high-throughput screening.

摘要

相敏表面等离子体共振(SPR)检测因其具有实时性、高灵敏度以及与成像系统的兼容性,而被广泛应用于分子动力学研究和SPR成像中。一个关键的研究目标是在最佳动态范围条件下实现更高的折射率测量分辨率。我们提出了一种增强型SPR相成像系统,该系统将用于相差检测的四偏振滤波器阵列与新颖的偏振对、块匹配和四维滤波(PPBM4D)算法相结合,以扩展动态范围并提高分辨率。通过扩展BM3D框架,PPBM4D利用偏振间的相关性为四偏振滤波器中的每个通道生成虚拟测量值,从而通过协同滤波实现更有效的噪声抑制。该算法可将仪器噪声降低57%,并实现1.51×10的折射率单位分辨率(范围为1.333 - 1.393折射率单位)。通过逐步切换NaCl溶液实验(0.0025 - 0.08%)和蛋白质相互作用测定(0.15625 - 20μg/mL)验证了该系统算法的性能。这一进展为在广泛动态范围内的高分辨率SPR应用建立了一个强大的框架,尤其有利于活细胞成像和高通量筛选。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d92/12349586/06bc1ff11a4a/sensors-25-04641-g001.jpg

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