Scattering Inversion Study for Suspended Label-Free Lymphocytes with Complex Fine Structures.

IF 5 Q1 ENGINEERING, BIOMEDICAL BME frontiers Pub Date : 2022-11-08 eCollection Date: 2022-01-01 DOI:10.34133/2022/9867373
Lu Zhang, Huijun Wang, Jianyi Liu, Shuang Chen, He Yang, Zewen Yang, Zhenxi Zhang, Hong Zhao, Li Yuan, Lifang Tian, Bo Zhong, Xiaolong Liu
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Abstract

Objective and Impact Statement. Distinguishing malignant lymphocytes from normal ones is vital in pathological examination. We proposed an inverse light scattering (ILS) method for label-free suspended lymphocytes with complex fine structures to identify their volumes for pathological state. Introduction. Light scattering as cell's "fingerprint" provides valuable morphology information closely related to its biophysical states. However, the detail relationships between the morphology with complex fine structures and its scattering characters are not fully understood. Methods. To quantitatively inverse the volumes of membrane and nucleus as the main scatterers, clinical lymphocyte morphologies were modeled combining the Gaussian random sphere geometry algorithm by 750 reconstructed results after confocal scanning, which allowed the accurate simulation to solve ILS problem. For complex fine structures, the specificity for ILS study was firstly discussed (to our knowledge) considering the differences of not only surface roughness, posture, but also the ratio of nucleus to the cytoplasm and refractive index. Results. The volumes of membrane and nucleus were proved theoretically to have good linear relationship with the effective area and entropy of forward scattering images. Their specificity deviations were less than 3.5%. Then, our experimental results for microsphere and clinical leukocytes showed the Pearson product-moment correlation coefficients (PPMCC) of this linear relationship were up to 0.9830~0.9926. Conclusion. Our scattering inversion method could be effectively applied to identify suspended label-free lymphocytes without destructive sample pretreatments and complex experimental systems.

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具有复杂精细结构的悬浮标记游离淋巴细胞的散射反演研究。
目标和影响声明。鉴别恶性淋巴细胞和正常淋巴细胞在病理检查中至关重要。我们提出了一种反向光散射(ILS)方法,用于标记具有复杂精细结构的游离悬浮淋巴细胞,以确定其病理状态的体积。介绍光散射作为细胞的“指纹”,提供了与其生物物理状态密切相关的有价值的形态信息。然而,具有复杂精细结构的形貌与其散射特性之间的详细关系尚不完全清楚。方法。为了定量反演作为主要散射体的膜和核的体积,结合高斯随机球几何算法,通过共聚焦扫描后的750个重建结果,对临床淋巴细胞的形态进行了建模,这使得精确的模拟能够解决ILS问题。对于复杂的精细结构,首先讨论了ILS研究的特异性(据我们所知),不仅考虑了表面粗糙度、姿态的差异,还考虑了核质比和折射率的差异。后果理论上证明了膜和核的体积与前向散射图像的有效面积和熵具有良好的线性关系。它们的特异性偏差小于3.5%。然后,我们对微球和临床白细胞的实验结果表明,这种线性关系的Pearson乘积矩相关系数(PPMCC)高达0.9830~0.9926。结论我们的散射反演方法可以有效地应用于鉴定悬浮的无标记淋巴细胞,而无需破坏性的样品预处理和复杂的实验系统。
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CiteScore
7.10
自引率
0.00%
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审稿时长
16 weeks
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