Insights into polycrystalline microstructure of blood films with 3D Mueller matrix imaging approach

Alexander G. Ushenko, Anton Sdobnov, Irina V. Soltys, Yuriy A. Ushenko, Alexander V. Dubolazov, Valery M. Sklyarchuk, Alexander V. Olar, Liliya Trifonyuk, Alexander Doronin, Wenjun Yan, Alexander Bykov, Igor Meglinski*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

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Abstract

This study introduces a novel approach in the realm of liquid biopsies, employing a 3D Mueller-matrix (MM) image reconstruction technique to analyze dehydrated blood smear polycrystalline structures. Our research centers on exploiting the unique optical anisotropy properties of blood proteins, which undergo structural alterations at the quaternary and tertiary levels in the early stages of diseases such as cancer. These alterations manifest as distinct patterns in the polycrystalline microstructure of dried blood droplets, offering a minimally invasive yet highly effective method for early disease detection. We utilized a groundbreaking 3D MM mapping technique, integrated with digital holographic reconstruction, to perform a detailed layer-by-layer analysis of partially depolarizing dry blood smears. This method allows us to extract critical optical anisotropy parameters, enabling the differentiation of blood films from healthy individuals and prostate cancer patients. Our technique uniquely combines polarization-holographic and differential MM methodologies to spatially characterize the 3D polycrystalline structures within blood films. A key advancement in our study is the quantitative evaluation of optical anisotropy maps using statistical moments (first to fourth orders) of linear and circular birefringence and dichroism distributions. This analysis provides a comprehensive characterization of the mean, variance, skewness, and kurtosis of these distributions, crucial for identifying significant differences between healthy and cancerous samples. Our findings demonstrate an exceptional accuracy rate of over 90% for the early diagnosis and staging of cancer, surpassing existing screening methods. This high level of precision and the non-invasive nature of our technique mark a significant advancement in the field of liquid biopsies. It holds immense potential for revolutionizing cancer diagnosis, early detection, patient stratification, and monitoring, thereby greatly enhancing patient care and treatment outcomes. In conclusion, our study contributes a pioneering technique to the liquid biopsy domain, aligning with the ongoing quest for non-invasive, reliable, and efficient diagnostic methods. It opens new avenues for cancer diagnosis and monitoring, representing a substantial leap forward in personalized medicine and oncology.
Original languageEnglish
Article number13679
Number of pages20
JournalScientific Reports
Volume14
Issue number1
Early online date13 Jun 2024
DOIs
Publication statusPublished - Dec 2024

Bibliographical note

Copyright © The Author(s) 2024. This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

Funding

This article is based upon work from COST Action CA21159—Understanding interaction light—biological surfaces: possibility for new electronic materials and devices (PhoBioS), supported by COST (European Coopera- tion in Science and Technology). Authors also acknowledge the support from the National Research Foundation of Ukraine, Project 2022.01/0034; Scholarship of the Verkhovna Rada of Ukraine for young scientists-doctors of science; ATTRACT II META-HiLight project funded by the European Union’s Horizon 2020 research and innovative programme under Grant Agreement No.101004462, the Academy of Finland (Grant Projects 358200, 351068), the Leverhulme Trust and The Royal Society (Ref. No.: APX111232 APEX Awards 2021); Department for Science, Innovation and Technology (DSIT) and UKKi UK-Israel innovation researcher mobility.

FundersFunder number
Leverhulme Trust
Department for Science, Innovation and Technology
Verkhovna Rada of Ukraine
UKKi UK-Israel
Research Council of Finland358200, 351068
European Union’s Horizon 2020 research and innovative programme101004462
European Cooperation in Science and TechnologyCA21159
Royal SocietyAPX111232
National Research Foundation of Ukraine2022.01/0034

    Keywords

    • Liquid biopsy
    • Polarized light
    • Cancer diagnosis
    • Blood
    • Polycrystalline thin films
    • 3D Mueller matrix
    • Birefringence
    • Imaging, Three-Dimensional/methods
    • Humans
    • Male
    • Holography/methods
    • Liquid Biopsy/methods
    • Anisotropy
    • Prostatic Neoplasms/pathology

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