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

Author:

Zhang Lu1,Wang Huijun1,Liu Jianyi2,Chen Shuang1,Yang He1,Yang Zewen1,Zhang Zhenxi3,Zhao Hong1,Yuan Li4,Tian Lifang5,Zhong Bo5ORCID,Liu Xiaolong6ORCID

Affiliation:

1. Xi’an Jiaotong University, School of Mechanical Engineering, State Key Laboratory for Manufacturing Systems Engineering, Xi’an 710049, China

2. Xi’an Jiaotong University, Institute of Artificial Intelligence and Robotics, Xi’an 710049, China

3. Xi’an Jiaotong University, Key Laboratory of Biomedical Information Engineering of Ministry of Education, Xi’an 710049, China

4. Xi’an Jiaotong University, First Affiliated Hospital, Xi’an 710049, China

5. Xi’an Jiaotong University, Second Affiliated Hospital, Xi’an 710049, China

6. Mengchao Hepatobiliary Hospital of Fujian Medical University, The United Innovation of Mengchao Hepatobiliary Technology Key Laboratory of Fujian Province, Fuzhou 350025, China

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.

Funder

National Natural Science Foundation of China

Mengchao Hepatobiliary Hospital of Fujian Medical University

Xi’an Jiaotong University

Publisher

American Association for the Advancement of Science (AAAS)

Subject

General Medicine

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