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Disease-Relevant Single Cell Photonic Signatures Identify S100β Stem Cells and their Myogenic Progeny in Vascular Lesions
A hallmark of subclinical atherosclerosis is the accumulation of vascular smooth muscle cell (SMC)-like cells leading to intimal thickening and lesion formation. While medial SMCs contribute to vascular lesions, the involvement of resident vascular stem cells (vSCs) remains unclear. We evaluated sin...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer US
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8446106/ https://www.ncbi.nlm.nih.gov/pubmed/33730327 http://dx.doi.org/10.1007/s12015-021-10125-x |
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author | Molony, Claire King, Damien Di Luca, Mariana Kitching, Michael Olayinka, Abidemi Hakimjavadi, Roya Julius, Lourdes A. N. Fitzpatrick, Emma Gusti, Yusof Burtenshaw, Denise Healy, Killian Finlay, Emma K. Kernan, David Llobera, Andreu Liu, Weimin Morrow, David Redmond, Eileen M. Ducrée, Jens Cahill, Paul A. |
author_facet | Molony, Claire King, Damien Di Luca, Mariana Kitching, Michael Olayinka, Abidemi Hakimjavadi, Roya Julius, Lourdes A. N. Fitzpatrick, Emma Gusti, Yusof Burtenshaw, Denise Healy, Killian Finlay, Emma K. Kernan, David Llobera, Andreu Liu, Weimin Morrow, David Redmond, Eileen M. Ducrée, Jens Cahill, Paul A. |
author_sort | Molony, Claire |
collection | PubMed |
description | A hallmark of subclinical atherosclerosis is the accumulation of vascular smooth muscle cell (SMC)-like cells leading to intimal thickening and lesion formation. While medial SMCs contribute to vascular lesions, the involvement of resident vascular stem cells (vSCs) remains unclear. We evaluated single cell photonics as a discriminator of cell phenotype in vitro before the presence of vSC within vascular lesions was assessed ex vivo using supervised machine learning and further validated using lineage tracing analysis. Using a novel lab-on-a-Disk(Load) platform, label-free single cell photonic emissions from normal and injured vessels ex vivo were interrogated and compared to freshly isolated aortic SMCs, cultured Movas SMCs, macrophages, B-cells, S100β(+) mVSc, bone marrow derived mesenchymal stem cells (MSC) and their respective myogenic progeny across five broadband light wavelengths (λ465 - λ670 ± 20 nm). We found that profiles were of sufficient coverage, specificity, and quality to clearly distinguish medial SMCs from different vascular beds (carotid vs aorta), discriminate normal carotid medial SMCs from lesional SMC-like cells ex vivo following flow restriction, and identify SMC differentiation of a series of multipotent stem cells following treatment with transforming growth factor beta 1 (TGF- β1), the Notch ligand Jagged1, and Sonic Hedgehog using multivariate analysis, in part, due to photonic emissions from enhanced collagen III and elastin expression. Supervised machine learning supported genetic lineage tracing analysis of S100β(+) vSCs and identified the presence of S100β(+)vSC-derived myogenic progeny within vascular lesions. We conclude disease-relevant photonic signatures may have predictive value for vascular disease. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s12015-021-10125-x. |
format | Online Article Text |
id | pubmed-8446106 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-84461062021-10-30 Disease-Relevant Single Cell Photonic Signatures Identify S100β Stem Cells and their Myogenic Progeny in Vascular Lesions Molony, Claire King, Damien Di Luca, Mariana Kitching, Michael Olayinka, Abidemi Hakimjavadi, Roya Julius, Lourdes A. N. Fitzpatrick, Emma Gusti, Yusof Burtenshaw, Denise Healy, Killian Finlay, Emma K. Kernan, David Llobera, Andreu Liu, Weimin Morrow, David Redmond, Eileen M. Ducrée, Jens Cahill, Paul A. Stem Cell Rev Rep Article A hallmark of subclinical atherosclerosis is the accumulation of vascular smooth muscle cell (SMC)-like cells leading to intimal thickening and lesion formation. While medial SMCs contribute to vascular lesions, the involvement of resident vascular stem cells (vSCs) remains unclear. We evaluated single cell photonics as a discriminator of cell phenotype in vitro before the presence of vSC within vascular lesions was assessed ex vivo using supervised machine learning and further validated using lineage tracing analysis. Using a novel lab-on-a-Disk(Load) platform, label-free single cell photonic emissions from normal and injured vessels ex vivo were interrogated and compared to freshly isolated aortic SMCs, cultured Movas SMCs, macrophages, B-cells, S100β(+) mVSc, bone marrow derived mesenchymal stem cells (MSC) and their respective myogenic progeny across five broadband light wavelengths (λ465 - λ670 ± 20 nm). We found that profiles were of sufficient coverage, specificity, and quality to clearly distinguish medial SMCs from different vascular beds (carotid vs aorta), discriminate normal carotid medial SMCs from lesional SMC-like cells ex vivo following flow restriction, and identify SMC differentiation of a series of multipotent stem cells following treatment with transforming growth factor beta 1 (TGF- β1), the Notch ligand Jagged1, and Sonic Hedgehog using multivariate analysis, in part, due to photonic emissions from enhanced collagen III and elastin expression. Supervised machine learning supported genetic lineage tracing analysis of S100β(+) vSCs and identified the presence of S100β(+)vSC-derived myogenic progeny within vascular lesions. We conclude disease-relevant photonic signatures may have predictive value for vascular disease. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s12015-021-10125-x. Springer US 2021-03-17 2021 /pmc/articles/PMC8446106/ /pubmed/33730327 http://dx.doi.org/10.1007/s12015-021-10125-x Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access 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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Molony, Claire King, Damien Di Luca, Mariana Kitching, Michael Olayinka, Abidemi Hakimjavadi, Roya Julius, Lourdes A. N. Fitzpatrick, Emma Gusti, Yusof Burtenshaw, Denise Healy, Killian Finlay, Emma K. Kernan, David Llobera, Andreu Liu, Weimin Morrow, David Redmond, Eileen M. Ducrée, Jens Cahill, Paul A. Disease-Relevant Single Cell Photonic Signatures Identify S100β Stem Cells and their Myogenic Progeny in Vascular Lesions |
title | Disease-Relevant Single Cell Photonic Signatures Identify S100β Stem Cells and their Myogenic Progeny in Vascular Lesions |
title_full | Disease-Relevant Single Cell Photonic Signatures Identify S100β Stem Cells and their Myogenic Progeny in Vascular Lesions |
title_fullStr | Disease-Relevant Single Cell Photonic Signatures Identify S100β Stem Cells and their Myogenic Progeny in Vascular Lesions |
title_full_unstemmed | Disease-Relevant Single Cell Photonic Signatures Identify S100β Stem Cells and their Myogenic Progeny in Vascular Lesions |
title_short | Disease-Relevant Single Cell Photonic Signatures Identify S100β Stem Cells and their Myogenic Progeny in Vascular Lesions |
title_sort | disease-relevant single cell photonic signatures identify s100β stem cells and their myogenic progeny in vascular lesions |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8446106/ https://www.ncbi.nlm.nih.gov/pubmed/33730327 http://dx.doi.org/10.1007/s12015-021-10125-x |
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