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Defining candidate mRNA and protein EV biomarkers to discriminate ccRCC and pRCC from non-malignant renal cells in vitro
Renal cell carcinoma (RCC) accounts for over 400,000 new cases and 175,000 deaths annually. Diagnostic RCC biomarkers may prevent overtreatment in patients with early disease. Extracellular vesicles (EVs) are a promising source of RCC biomarkers because EVs carry proteins and messenger RNA (mRNA) am...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8325656/ https://www.ncbi.nlm.nih.gov/pubmed/34331598 http://dx.doi.org/10.1007/s12032-021-01554-2 |
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author | Zieren, Richard C. Dong, Liang Clark, David J. Kuczler, Morgan D. Horie, Kengo Moreno, Leandro Ferreira Lih, Tung-Shing M. Schnaubelt, Michael Vermeulen, Louis Zhang, Hui de Reijke, Theo M. Pienta, Kenneth J. Amend, Sarah R. |
author_facet | Zieren, Richard C. Dong, Liang Clark, David J. Kuczler, Morgan D. Horie, Kengo Moreno, Leandro Ferreira Lih, Tung-Shing M. Schnaubelt, Michael Vermeulen, Louis Zhang, Hui de Reijke, Theo M. Pienta, Kenneth J. Amend, Sarah R. |
author_sort | Zieren, Richard C. |
collection | PubMed |
description | Renal cell carcinoma (RCC) accounts for over 400,000 new cases and 175,000 deaths annually. Diagnostic RCC biomarkers may prevent overtreatment in patients with early disease. Extracellular vesicles (EVs) are a promising source of RCC biomarkers because EVs carry proteins and messenger RNA (mRNA) among other biomolecules. We aimed to identify biomarkers and assess biological functions of EV cargo from clear cell RCC (ccRCC), papillary RCC (pRCC), and benign kidney cell lines. EVs were enriched from conditioned cell media by size exclusion chromatography. The EV proteome was assessed using Tandem Mass Tag mass spectrometry (TMT-MS) and NanoString nCounter technology was used to profile 770 cancer-related mRNA present in EVs. The heterogeneity of protein and mRNA abundance and identification highlighted the heterogeneity of EV cargo, even between cell lines of a similar pathological group (e.g., ccRCC or pRCC). Overall, 1726 proteins were quantified across all EV samples, including 181 proteins that were detected in all samples. In the targeted profiling of mRNA by NanoString, 461 mRNAs were detected in EVs from at least one cell line, including 159 that were present in EVs from all cell lines. In addition to a shared EV cargo signature, pRCC, ccRCC, and/or benign renal cell lines also showed unique signatures. Using this multi-omics approach, we identified 34 protein candidate pRCC EV biomarkers and 20 protein and 8 mRNA candidate ccRCC EV biomarkers for clinical validation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s12032-021-01554-2. |
format | Online Article Text |
id | pubmed-8325656 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-83256562021-08-02 Defining candidate mRNA and protein EV biomarkers to discriminate ccRCC and pRCC from non-malignant renal cells in vitro Zieren, Richard C. Dong, Liang Clark, David J. Kuczler, Morgan D. Horie, Kengo Moreno, Leandro Ferreira Lih, Tung-Shing M. Schnaubelt, Michael Vermeulen, Louis Zhang, Hui de Reijke, Theo M. Pienta, Kenneth J. Amend, Sarah R. Med Oncol Original Paper Renal cell carcinoma (RCC) accounts for over 400,000 new cases and 175,000 deaths annually. Diagnostic RCC biomarkers may prevent overtreatment in patients with early disease. Extracellular vesicles (EVs) are a promising source of RCC biomarkers because EVs carry proteins and messenger RNA (mRNA) among other biomolecules. We aimed to identify biomarkers and assess biological functions of EV cargo from clear cell RCC (ccRCC), papillary RCC (pRCC), and benign kidney cell lines. EVs were enriched from conditioned cell media by size exclusion chromatography. The EV proteome was assessed using Tandem Mass Tag mass spectrometry (TMT-MS) and NanoString nCounter technology was used to profile 770 cancer-related mRNA present in EVs. The heterogeneity of protein and mRNA abundance and identification highlighted the heterogeneity of EV cargo, even between cell lines of a similar pathological group (e.g., ccRCC or pRCC). Overall, 1726 proteins were quantified across all EV samples, including 181 proteins that were detected in all samples. In the targeted profiling of mRNA by NanoString, 461 mRNAs were detected in EVs from at least one cell line, including 159 that were present in EVs from all cell lines. In addition to a shared EV cargo signature, pRCC, ccRCC, and/or benign renal cell lines also showed unique signatures. Using this multi-omics approach, we identified 34 protein candidate pRCC EV biomarkers and 20 protein and 8 mRNA candidate ccRCC EV biomarkers for clinical validation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s12032-021-01554-2. Springer US 2021-07-31 2021 /pmc/articles/PMC8325656/ /pubmed/34331598 http://dx.doi.org/10.1007/s12032-021-01554-2 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 | Original Paper Zieren, Richard C. Dong, Liang Clark, David J. Kuczler, Morgan D. Horie, Kengo Moreno, Leandro Ferreira Lih, Tung-Shing M. Schnaubelt, Michael Vermeulen, Louis Zhang, Hui de Reijke, Theo M. Pienta, Kenneth J. Amend, Sarah R. Defining candidate mRNA and protein EV biomarkers to discriminate ccRCC and pRCC from non-malignant renal cells in vitro |
title | Defining candidate mRNA and protein EV biomarkers to discriminate ccRCC and pRCC from non-malignant renal cells in vitro |
title_full | Defining candidate mRNA and protein EV biomarkers to discriminate ccRCC and pRCC from non-malignant renal cells in vitro |
title_fullStr | Defining candidate mRNA and protein EV biomarkers to discriminate ccRCC and pRCC from non-malignant renal cells in vitro |
title_full_unstemmed | Defining candidate mRNA and protein EV biomarkers to discriminate ccRCC and pRCC from non-malignant renal cells in vitro |
title_short | Defining candidate mRNA and protein EV biomarkers to discriminate ccRCC and pRCC from non-malignant renal cells in vitro |
title_sort | defining candidate mrna and protein ev biomarkers to discriminate ccrcc and prcc from non-malignant renal cells in vitro |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8325656/ https://www.ncbi.nlm.nih.gov/pubmed/34331598 http://dx.doi.org/10.1007/s12032-021-01554-2 |
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