Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
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
_version_ 1782518575022473216
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
work_keys_str_mv AT higdonroger integratedproteomicandtranscriptomicbasedapproachestoidentifyingsignaturebiomarkersandpathwaysforelucidationofdaoyanduw228subtypes
AT kalajessie integratedproteomicandtranscriptomicbasedapproachestoidentifyingsignaturebiomarkersandpathwaysforelucidationofdaoyanduw228subtypes
AT wilkinsdevan integratedproteomicandtranscriptomicbasedapproachestoidentifyingsignaturebiomarkersandpathwaysforelucidationofdaoyanduw228subtypes
AT yanjuliafangfei integratedproteomicandtranscriptomicbasedapproachestoidentifyingsignaturebiomarkersandpathwaysforelucidationofdaoyanduw228subtypes
AT sethimanveenk integratedproteomicandtranscriptomicbasedapproachestoidentifyingsignaturebiomarkersandpathwaysforelucidationofdaoyanduw228subtypes
AT linliang integratedproteomicandtranscriptomicbasedapproachestoidentifyingsignaturebiomarkersandpathwaysforelucidationofdaoyanduw228subtypes
AT liusiqi integratedproteomicandtranscriptomicbasedapproachestoidentifyingsignaturebiomarkersandpathwaysforelucidationofdaoyanduw228subtypes
AT montagueelizabeth integratedproteomicandtranscriptomicbasedapproachestoidentifyingsignaturebiomarkersandpathwaysforelucidationofdaoyanduw228subtypes
AT jankoimre integratedproteomicandtranscriptomicbasedapproachestoidentifyingsignaturebiomarkersandpathwaysforelucidationofdaoyanduw228subtypes
AT choinierejohn integratedproteomicandtranscriptomicbasedapproachestoidentifyingsignaturebiomarkersandpathwaysforelucidationofdaoyanduw228subtypes
AT kolkernatali integratedproteomicandtranscriptomicbasedapproachestoidentifyingsignaturebiomarkersandpathwaysforelucidationofdaoyanduw228subtypes
AT hancockwilliams integratedproteomicandtranscriptomicbasedapproachestoidentifyingsignaturebiomarkersandpathwaysforelucidationofdaoyanduw228subtypes
AT kolkereugene integratedproteomicandtranscriptomicbasedapproachestoidentifyingsignaturebiomarkersandpathwaysforelucidationofdaoyanduw228subtypes
AT fanayansusan integratedproteomicandtranscriptomicbasedapproachestoidentifyingsignaturebiomarkersandpathwaysforelucidationofdaoyanduw228subtypes