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Integrated Proteomic and Transcriptomic-Based Approaches to Identifying Signature Biomarkers and Pathways for Elucidation of Daoy and UW228 Subtypes
Medulloblastoma (MB) is the most common malignant pediatric brain tumor. Patient survival has remained largely the same for the past 20 years, with therapies causing significant health, cognitive, behavioral and developmental complications for those who survive the tumor. In this study, we profiled...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5372226/ https://www.ncbi.nlm.nih.gov/pubmed/28248256 http://dx.doi.org/10.3390/proteomes5010005 |
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author | Higdon, Roger Kala, Jessie Wilkins, Devan Yan, Julia Fangfei Sethi, Manveen K. Lin, Liang Liu, Siqi Montague, Elizabeth Janko, Imre Choiniere, John Kolker, Natali Hancock, William S. Kolker, Eugene Fanayan, Susan |
author_facet | Higdon, Roger Kala, Jessie Wilkins, Devan Yan, Julia Fangfei Sethi, Manveen K. Lin, Liang Liu, Siqi Montague, Elizabeth Janko, Imre Choiniere, John Kolker, Natali Hancock, William S. Kolker, Eugene Fanayan, Susan |
author_sort | Higdon, Roger |
collection | PubMed |
description | Medulloblastoma (MB) is the most common malignant pediatric brain tumor. Patient survival has remained largely the same for the past 20 years, with therapies causing significant health, cognitive, behavioral and developmental complications for those who survive the tumor. In this study, we profiled the total transcriptome and proteome of two established MB cell lines, Daoy and UW228, using high-throughput RNA sequencing (RNA-Seq) and label-free nano-LC-MS/MS-based quantitative proteomics, coupled with advanced pathway analysis. While Daoy has been suggested to belong to the sonic hedgehog (SHH) subtype, the exact UW228 subtype is not yet clearly established. Thus, a goal of this study was to identify protein markers and pathways that would help elucidate their subtype classification. A number of differentially expressed genes and proteins, including a number of adhesion, cytoskeletal and signaling molecules, were observed between the two cell lines. While several cancer-associated genes/proteins exhibited similar expression across the two cell lines, upregulation of a number of signature proteins and enrichment of key components of SHH and WNT signaling pathways were uniquely observed in Daoy and UW228, respectively. The novel information on differentially expressed genes/proteins and enriched pathways provide insights into the biology of MB, which could help elucidate their subtype classification. |
format | Online Article Text |
id | pubmed-5372226 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-53722262017-04-05 Integrated Proteomic and Transcriptomic-Based Approaches to Identifying Signature Biomarkers and Pathways for Elucidation of Daoy and UW228 Subtypes Higdon, Roger Kala, Jessie Wilkins, Devan Yan, Julia Fangfei Sethi, Manveen K. Lin, Liang Liu, Siqi Montague, Elizabeth Janko, Imre Choiniere, John Kolker, Natali Hancock, William S. Kolker, Eugene Fanayan, Susan Proteomes Article Medulloblastoma (MB) is the most common malignant pediatric brain tumor. Patient survival has remained largely the same for the past 20 years, with therapies causing significant health, cognitive, behavioral and developmental complications for those who survive the tumor. In this study, we profiled the total transcriptome and proteome of two established MB cell lines, Daoy and UW228, using high-throughput RNA sequencing (RNA-Seq) and label-free nano-LC-MS/MS-based quantitative proteomics, coupled with advanced pathway analysis. While Daoy has been suggested to belong to the sonic hedgehog (SHH) subtype, the exact UW228 subtype is not yet clearly established. Thus, a goal of this study was to identify protein markers and pathways that would help elucidate their subtype classification. A number of differentially expressed genes and proteins, including a number of adhesion, cytoskeletal and signaling molecules, were observed between the two cell lines. While several cancer-associated genes/proteins exhibited similar expression across the two cell lines, upregulation of a number of signature proteins and enrichment of key components of SHH and WNT signaling pathways were uniquely observed in Daoy and UW228, respectively. The novel information on differentially expressed genes/proteins and enriched pathways provide insights into the biology of MB, which could help elucidate their subtype classification. MDPI 2017-02-03 /pmc/articles/PMC5372226/ /pubmed/28248256 http://dx.doi.org/10.3390/proteomes5010005 Text en © 2017 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Higdon, Roger Kala, Jessie Wilkins, Devan Yan, Julia Fangfei Sethi, Manveen K. Lin, Liang Liu, Siqi Montague, Elizabeth Janko, Imre Choiniere, John Kolker, Natali Hancock, William S. Kolker, Eugene Fanayan, Susan Integrated Proteomic and Transcriptomic-Based Approaches to Identifying Signature Biomarkers and Pathways for Elucidation of Daoy and UW228 Subtypes |
title | Integrated Proteomic and Transcriptomic-Based Approaches to Identifying Signature Biomarkers and Pathways for Elucidation of Daoy and UW228 Subtypes |
title_full | Integrated Proteomic and Transcriptomic-Based Approaches to Identifying Signature Biomarkers and Pathways for Elucidation of Daoy and UW228 Subtypes |
title_fullStr | Integrated Proteomic and Transcriptomic-Based Approaches to Identifying Signature Biomarkers and Pathways for Elucidation of Daoy and UW228 Subtypes |
title_full_unstemmed | Integrated Proteomic and Transcriptomic-Based Approaches to Identifying Signature Biomarkers and Pathways for Elucidation of Daoy and UW228 Subtypes |
title_short | Integrated Proteomic and Transcriptomic-Based Approaches to Identifying Signature Biomarkers and Pathways for Elucidation of Daoy and UW228 Subtypes |
title_sort | integrated proteomic and transcriptomic-based approaches to identifying signature biomarkers and pathways for elucidation of daoy and uw228 subtypes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5372226/ https://www.ncbi.nlm.nih.gov/pubmed/28248256 http://dx.doi.org/10.3390/proteomes5010005 |
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