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Characterization of Cell-Bound CA125 on Immune Cell Subtypes of Ovarian Cancer Patients Using a Novel Imaging Platform

SIMPLE SUMMARY: High-grade serous ovarian cancer is a fatal disease typically detected at an advanced stage when options for effective treatment are significantly limited. The lack of a screening modality to identify ovarian cancer in its early stage continues to be a major impediment in the managem...

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Autores principales: González, Germán, Lakatos, Kornél, Hoballah, Jawad, Fritz-Klaus, Roberta, Al-Johani, Lojain, Brooker, Jeff, Jeong, Sinyoung, Evans, Conor L., Krauledat, Petra, Cramer, Daniel W., Hoffman, Robert A., Hansen, W. Peter, Patankar, Manish S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8123299/
https://www.ncbi.nlm.nih.gov/pubmed/33922973
http://dx.doi.org/10.3390/cancers13092072
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author González, Germán
Lakatos, Kornél
Hoballah, Jawad
Fritz-Klaus, Roberta
Al-Johani, Lojain
Brooker, Jeff
Jeong, Sinyoung
Evans, Conor L.
Krauledat, Petra
Cramer, Daniel W.
Hoffman, Robert A.
Hansen, W. Peter
Patankar, Manish S.
author_facet González, Germán
Lakatos, Kornél
Hoballah, Jawad
Fritz-Klaus, Roberta
Al-Johani, Lojain
Brooker, Jeff
Jeong, Sinyoung
Evans, Conor L.
Krauledat, Petra
Cramer, Daniel W.
Hoffman, Robert A.
Hansen, W. Peter
Patankar, Manish S.
author_sort González, Germán
collection PubMed
description SIMPLE SUMMARY: High-grade serous ovarian cancer is a fatal disease typically detected at an advanced stage when options for effective treatment are significantly limited. The lack of a screening modality to identify ovarian cancer in its early stage continues to be a major impediment in the management of this malignancy. The serum biomarker CA125, a repeating peptide epitope present in the sialomucin, MUC16, is unsuitable as a screening test. We have demonstrated that immune cells of ovarian cancer patients capture miniscule amounts of CA125 on their cell surface. Here, we report an automated, sensitive, alignment-free microscopy platform to qualitatively and quantitatively assess the low-abundance binding of CA125 to circulating leucocyte subsets. Through a comparison of the CA125 levels on immune cell subsets of ovarian cancer patients versus healthy donors, we demonstrate that our new technique can serve as a novel diagnostic platform for detection and monitoring of ovarian cancer. ABSTRACT: MUC16, a sialomucin that contains the ovarian cancer biomarker CA125, binds at low abundance to leucocytes via the immune receptor, Siglec-9. Conventional fluorescence-based imaging techniques lack the sensitivity to assess this low-abundance event, prompting us to develop a novel “digital” optical cytometry technique for qualitative and quantitative assessment of CA125 binding to peripheral blood mononuclear cells (PBMC). Plasmonic nanoparticle labeled detection antibody allows assessment of CA125 at the near-single molecule level when bound to specific immune cell lineages that are simultaneously identified using multiparameter fluorescence imaging. Image analysis and deep learning were used to quantify CA125 per each cell lineage. PBMC from treatment naïve ovarian cancer patients (N = 14) showed higher cell surface abundance of CA125 on the aggregate PBMC population as well as on NK (p = 0.013), T (p < 0.001) and B cells (p = 0.024) compared to circulating lymphocytes of healthy donors (N = 7). Differences in CA125 binding to monocytes or NK-T cells between the two cohorts were not significant. There was no correlation between the PBMC-bound and serum levels of CA125, suggesting that these two compartments are not in stoichiometric equilibrium. Understanding where and how subset-specific cell-bound surface CA125 takes place may provide guidance towards a new diagnostic biomarker in ovarian cancer.
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spelling pubmed-81232992021-05-16 Characterization of Cell-Bound CA125 on Immune Cell Subtypes of Ovarian Cancer Patients Using a Novel Imaging Platform González, Germán Lakatos, Kornél Hoballah, Jawad Fritz-Klaus, Roberta Al-Johani, Lojain Brooker, Jeff Jeong, Sinyoung Evans, Conor L. Krauledat, Petra Cramer, Daniel W. Hoffman, Robert A. Hansen, W. Peter Patankar, Manish S. Cancers (Basel) Article SIMPLE SUMMARY: High-grade serous ovarian cancer is a fatal disease typically detected at an advanced stage when options for effective treatment are significantly limited. The lack of a screening modality to identify ovarian cancer in its early stage continues to be a major impediment in the management of this malignancy. The serum biomarker CA125, a repeating peptide epitope present in the sialomucin, MUC16, is unsuitable as a screening test. We have demonstrated that immune cells of ovarian cancer patients capture miniscule amounts of CA125 on their cell surface. Here, we report an automated, sensitive, alignment-free microscopy platform to qualitatively and quantitatively assess the low-abundance binding of CA125 to circulating leucocyte subsets. Through a comparison of the CA125 levels on immune cell subsets of ovarian cancer patients versus healthy donors, we demonstrate that our new technique can serve as a novel diagnostic platform for detection and monitoring of ovarian cancer. ABSTRACT: MUC16, a sialomucin that contains the ovarian cancer biomarker CA125, binds at low abundance to leucocytes via the immune receptor, Siglec-9. Conventional fluorescence-based imaging techniques lack the sensitivity to assess this low-abundance event, prompting us to develop a novel “digital” optical cytometry technique for qualitative and quantitative assessment of CA125 binding to peripheral blood mononuclear cells (PBMC). Plasmonic nanoparticle labeled detection antibody allows assessment of CA125 at the near-single molecule level when bound to specific immune cell lineages that are simultaneously identified using multiparameter fluorescence imaging. Image analysis and deep learning were used to quantify CA125 per each cell lineage. PBMC from treatment naïve ovarian cancer patients (N = 14) showed higher cell surface abundance of CA125 on the aggregate PBMC population as well as on NK (p = 0.013), T (p < 0.001) and B cells (p = 0.024) compared to circulating lymphocytes of healthy donors (N = 7). Differences in CA125 binding to monocytes or NK-T cells between the two cohorts were not significant. There was no correlation between the PBMC-bound and serum levels of CA125, suggesting that these two compartments are not in stoichiometric equilibrium. Understanding where and how subset-specific cell-bound surface CA125 takes place may provide guidance towards a new diagnostic biomarker in ovarian cancer. MDPI 2021-04-25 /pmc/articles/PMC8123299/ /pubmed/33922973 http://dx.doi.org/10.3390/cancers13092072 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
González, Germán
Lakatos, Kornél
Hoballah, Jawad
Fritz-Klaus, Roberta
Al-Johani, Lojain
Brooker, Jeff
Jeong, Sinyoung
Evans, Conor L.
Krauledat, Petra
Cramer, Daniel W.
Hoffman, Robert A.
Hansen, W. Peter
Patankar, Manish S.
Characterization of Cell-Bound CA125 on Immune Cell Subtypes of Ovarian Cancer Patients Using a Novel Imaging Platform
title Characterization of Cell-Bound CA125 on Immune Cell Subtypes of Ovarian Cancer Patients Using a Novel Imaging Platform
title_full Characterization of Cell-Bound CA125 on Immune Cell Subtypes of Ovarian Cancer Patients Using a Novel Imaging Platform
title_fullStr Characterization of Cell-Bound CA125 on Immune Cell Subtypes of Ovarian Cancer Patients Using a Novel Imaging Platform
title_full_unstemmed Characterization of Cell-Bound CA125 on Immune Cell Subtypes of Ovarian Cancer Patients Using a Novel Imaging Platform
title_short Characterization of Cell-Bound CA125 on Immune Cell Subtypes of Ovarian Cancer Patients Using a Novel Imaging Platform
title_sort characterization of cell-bound ca125 on immune cell subtypes of ovarian cancer patients using a novel imaging platform
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8123299/
https://www.ncbi.nlm.nih.gov/pubmed/33922973
http://dx.doi.org/10.3390/cancers13092072
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