Dual-parameter tomographic imaging of attenuation and backscattering coefficients for quantitative evaluation of immune cell-mediated cytotoxicity in tumor spheroids

<b>Rationale:</b> Quantitative, non-perturbative assessment of immune cell-mediated cytotoxicity in tumor spheroids remains challenging due to the lack of real-time label-free analytical tools. Conventional methods such as fluorescence imaging or biochemical assays often require labeling and provide limited longitudinal analysis, which prohibits dynamic monitoring of therapeutic responses. This study presents a dual-parameter tomographic analysis method that simultaneously quantifies attenuation coefficient (AC) and backscattering coefficient (BSC) from optical coherence tomography (OCT) datasets, enabling dynamic evaluation of therapeutic responses in three-dimensional (3D) tumor spheroids. <b>Methods:</b> We developed a 3D Gabor transform-based algorithm to extract depth-resolved AC and BSC metrics from OCT volumetric datasets. Unlike conventional strategies, our method enables simultaneous voxel-wise measurements of AC and BSC values, with superior noise robustness. Experiments with intralipid solutions across a range of concentrations revealed that the Gabor-based approach yielded AC and BSC estimations with more than three times greater precision than prior methods. This approach enables high-resolution measurements of structural and optical property changes associated with apoptosis, allowing spatial and temporal mapping of treatment-induced cytotoxicity in HER2-positive breast tumor spheroids treated with AZD4547 and HER2-targeted chimeric antigen receptor (CAR) T cells. <b>Results:</b> In AZD4547-treated spheroids, AC increased dose-dependently from 0.39 to 0.64, reflecting a 64% rise, while BSC increased from 0.09 to 0.12, an approximate 33% increase. CAR T cell treatment induced a rapid, spatially progressive increase in both AC and BSC, originating at the spheroid periphery and advancing inward. Over 12 hours, AC rose from 0.40 to 0.82 (2-fold increase) and BSC from 0.09 to 0.20 (2.2-fold increase). While AC and BSC individually correlated with spheroid viability, their combined analysis consistently achieved a higher coefficient of determination (R² = 0.98) across both treatment modalities. <b>Conclusions:</b> This dual-parameter OCT-based assay framework provides a sensitive, label-free method for distinguishing between immune- and drug-induced apoptosis in tumor spheroids. Its strong correlation with viability and capacity to resolve spatially resolved dynamics underscore its potential for robust, <i>in situ</i> assessment of immunotherapeutic efficacy.

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Publication Details

Journal
Theranostics
Published
2025-08-22
DOI
https://doi.org/10.7150/thno.118722
Primary Topic
Medical Imaging Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00

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OCT
article

Dual-parameter tomographic imaging of attenuation and backscattering coefficients for quantitative evaluation of immune cell-mediated cytotoxicity in tumor spheroids

Sein Kim, H Kim, Woovin Kim, Chulmin Joo et al.
Theranostics
Medical Imaging Techniques and Applications
article

Dual-parameter tomographic imaging of attenuation and backscattering coefficients for quantitative evaluation of immune cell-mediated cytotoxicity in tumor spheroids

Sein Kim, H Kim, Woovin Kim, Chulmin Joo, Seokgyu Han, Sungsu Park, Ingyoung Kim, Baekcheon Seong
article en

Abstract

<b>Rationale:</b> Quantitative, non-perturbative assessment of immune cell-mediated cytotoxicity in tumor spheroids remains challenging due to the lack of real-time label-free analytical tools. Conventional methods such as fluorescence imaging or biochemical assays often require labeling and provide limited longitudinal analysis, which prohibits dynamic monitoring of therapeutic responses. This study presents a dual-parameter tomographic analysis method that simultaneously quantifies attenuation coefficient (AC) and backscattering coefficient (BSC) from optical coherence tomography (OCT) datasets, enabling dynamic evaluation of therapeutic responses in three-dimensional (3D) tumor spheroids. <b>Methods:</b> We developed a 3D Gabor transform-based algorithm to extract depth-resolved AC and BSC metrics from OCT volumetric datasets. Unlike conventional strategies, our method enables simultaneous voxel-wise measurements of AC and BSC values, with superior noise robustness. Experiments with intralipid solutions across a range of concentrations revealed that the Gabor-based approach yielded AC and BSC estimations with more than three times greater precision than prior methods. This approach enables high-resolution measurements of structural and optical property changes associated with apoptosis, allowing spatial and temporal mapping of treatment-induced cytotoxicity in HER2-positive breast tumor spheroids treated with AZD4547 and HER2-targeted chimeric antigen receptor (CAR) T cells. <b>Results:</b> In AZD4547-treated spheroids, AC increased dose-dependently from 0.39 to 0.64, reflecting a 64% rise, while BSC increased from 0.09 to 0.12, an approximate 33% increase. CAR T cell treatment induced a rapid, spatially progressive increase in both AC and BSC, originating at the spheroid periphery and advancing inward. Over 12 hours, AC rose from 0.40 to 0.82 (2-fold increase) and BSC from 0.09 to 0.20 (2.2-fold increase). While AC and BSC individually correlated with spheroid viability, their combined analysis consistently achieved a higher coefficient of determination (R² = 0.98) across both treatment modalities. <b>Conclusions:</b> This dual-parameter OCT-based assay framework provides a sensitive, label-free method for distinguishing between immune- and drug-induced apoptosis in tumor spheroids. Its strong correlation with viability and capacity to resolve spatially resolved dynamics underscore its potential for robust, <i>in situ</i> assessment of immunotherapeutic efficacy.

TheranosticsVol. 15(18)
Yonsei University (KR), Sungkyunkwan University (KR)
National Research Foundation, Sungkyunkwan University, National Research Foundation of Korea, Ministry of Science and ICT, South Korea, Samsung
Zero hunger
Openalex Percentile: Top 69%
Medical Imaging Techniques and Applications
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