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Uncovering Differently Expressed Markers and Heterogeneity on Human Pancreatic Cancer
Discovery of biomarkers is critical to understand tumor heterogeneity and microenvironment. To determine differently expressed makers on cancer tissue for comprehensive profiling, the multiplexed tissue imaging mass cytometer (IMC) which uniquely combines time-of-flight mass spectrometry with metal-...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Neoplasia Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7056725/ https://www.ncbi.nlm.nih.gov/pubmed/32143178 http://dx.doi.org/10.1016/j.tranon.2020.100749 |
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author | Yoon, Sorah Li, Haiqing Quintanar, Loren Armstrong, Brian Rossi, John J |
author_facet | Yoon, Sorah Li, Haiqing Quintanar, Loren Armstrong, Brian Rossi, John J |
author_sort | Yoon, Sorah |
collection | PubMed |
description | Discovery of biomarkers is critical to understand tumor heterogeneity and microenvironment. To determine differently expressed makers on cancer tissue for comprehensive profiling, the multiplexed tissue imaging mass cytometer (IMC) which uniquely combines time-of-flight mass spectrometry with metal-labeling technology to enable breakthrough discovery on single cell level was employed to investigate the expression of seven markers related to the epithelial-to-mesenchymal transition [α-smooth muscle actin (α-SMA), vimentin, collagen I, cytokeratin 7, pan-keratin], tumor proliferation (Ki-67), and human leucocyte antigen (HLA-DR) on human pancreatic cancer tissue. The difference was analyzed using bioinformatic tools. We observed the high expression of α-SMA, vimentin, collagen I, and Ki-67 on grade I but not on grade III. HLA-DR was highly expressed on grade I/III but not on grade II. Overall, the expression of markers has elucidated the heterogeneity intratumors. Additionally, to identify biomarkers on pancreatic cancer cells by blind systematic evolution of ligands by exponential enrichment (SELEX), aptamer pull-down assay and liquid chromatography–tandem mass spectrometry were used. Mortalin was identified as a potential a prognostic marker of pancreatic cancer. Our studies demonstrate that the IMC and blind SELEX might be implemented to discover biomarkers which can be used to better understand tumor biology and biomedical research applications. |
format | Online Article Text |
id | pubmed-7056725 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Neoplasia Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-70567252020-03-09 Uncovering Differently Expressed Markers and Heterogeneity on Human Pancreatic Cancer Yoon, Sorah Li, Haiqing Quintanar, Loren Armstrong, Brian Rossi, John J Transl Oncol Original article Discovery of biomarkers is critical to understand tumor heterogeneity and microenvironment. To determine differently expressed makers on cancer tissue for comprehensive profiling, the multiplexed tissue imaging mass cytometer (IMC) which uniquely combines time-of-flight mass spectrometry with metal-labeling technology to enable breakthrough discovery on single cell level was employed to investigate the expression of seven markers related to the epithelial-to-mesenchymal transition [α-smooth muscle actin (α-SMA), vimentin, collagen I, cytokeratin 7, pan-keratin], tumor proliferation (Ki-67), and human leucocyte antigen (HLA-DR) on human pancreatic cancer tissue. The difference was analyzed using bioinformatic tools. We observed the high expression of α-SMA, vimentin, collagen I, and Ki-67 on grade I but not on grade III. HLA-DR was highly expressed on grade I/III but not on grade II. Overall, the expression of markers has elucidated the heterogeneity intratumors. Additionally, to identify biomarkers on pancreatic cancer cells by blind systematic evolution of ligands by exponential enrichment (SELEX), aptamer pull-down assay and liquid chromatography–tandem mass spectrometry were used. Mortalin was identified as a potential a prognostic marker of pancreatic cancer. Our studies demonstrate that the IMC and blind SELEX might be implemented to discover biomarkers which can be used to better understand tumor biology and biomedical research applications. Neoplasia Press 2020-03-03 /pmc/articles/PMC7056725/ /pubmed/32143178 http://dx.doi.org/10.1016/j.tranon.2020.100749 Text en © 2020 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original article Yoon, Sorah Li, Haiqing Quintanar, Loren Armstrong, Brian Rossi, John J Uncovering Differently Expressed Markers and Heterogeneity on Human Pancreatic Cancer |
title | Uncovering Differently Expressed Markers and Heterogeneity on Human Pancreatic Cancer |
title_full | Uncovering Differently Expressed Markers and Heterogeneity on Human Pancreatic Cancer |
title_fullStr | Uncovering Differently Expressed Markers and Heterogeneity on Human Pancreatic Cancer |
title_full_unstemmed | Uncovering Differently Expressed Markers and Heterogeneity on Human Pancreatic Cancer |
title_short | Uncovering Differently Expressed Markers and Heterogeneity on Human Pancreatic Cancer |
title_sort | uncovering differently expressed markers and heterogeneity on human pancreatic cancer |
topic | Original article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7056725/ https://www.ncbi.nlm.nih.gov/pubmed/32143178 http://dx.doi.org/10.1016/j.tranon.2020.100749 |
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