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Integrative radiogenomic analysis for genomic signatures in glioblastomas presenting leptomeningeal dissemination

Despite therapeutic advances, the prognosis for glioblastoma (GBM) remains poor. In particular, leptomeningeal dissemination (LMD) has a dismal prognosis. The aim of this study was to identify tumor molecular phenotype, which has a great propensity to develop LMD. Between May 2004 and December 2012,...

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Autores principales: You, Hye Jin, Park, Ho-Young, Kim, Jinkuk, Lee, In-Hee, Seol, Ho Jun, Lee, Jung-Il, Kim, Sung Tae, Kong, Doo-Sik, Nam, Do-Hyun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer Health 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5058842/
https://www.ncbi.nlm.nih.gov/pubmed/27399113
http://dx.doi.org/10.1097/MD.0000000000004109
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author You, Hye Jin
Park, Ho-Young
Kim, Jinkuk
Lee, In-Hee
Seol, Ho Jun
Lee, Jung-Il
Kim, Sung Tae
Kong, Doo-Sik
Nam, Do-Hyun
author_facet You, Hye Jin
Park, Ho-Young
Kim, Jinkuk
Lee, In-Hee
Seol, Ho Jun
Lee, Jung-Il
Kim, Sung Tae
Kong, Doo-Sik
Nam, Do-Hyun
author_sort You, Hye Jin
collection PubMed
description Despite therapeutic advances, the prognosis for glioblastoma (GBM) remains poor. In particular, leptomeningeal dissemination (LMD) has a dismal prognosis. The aim of this study was to identify tumor molecular phenotype, which has a great propensity to develop LMD. Between May 2004 and December 2012, a total of 145 GBM tumor samples were obtained from data registry. A total of 20 of the 145 patients with GBM were found to develop LMD. A specialized radiologist confirmed the diagnosis of LMD on magnetic resonance imaging. To clarify the genomic signatures in GBM with LMD, we performed integrative analysis of whole transcriptome sequencing and copy number alteration in the radiological features indicating LMD phenotypes in GBM. Eleven newly diagnosed patients with GBM with LMD had worse prognosis than those without LMD (median 5.55 vs. 12.94 months, P < 0.0001). Integrating analysis using gene expression based on the change of copy number revealed that SPOCK1, EHD2, SLC2A3, and ANXA11 were highly expressed with the gain of copy number, compared with the gene expression in the non-LMD group. In addition, it was demonstrated that NME2, TMEM100, and SIVA1 were downregulated with the loss of copy number. We also found that mesenchymal subtype accounted for 50% in LMD group, whereas mesenchymal subtype consisted of 29% in non-LMD group, even though there was no statistical significance (P = 0.06). Through this radiogenomic analysis, we suggested the possibility of finding candidate genes associated with LMD and highlighted the significance of integrating approach to clarify the molecular characteristics in LMD.
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spelling pubmed-50588422016-11-18 Integrative radiogenomic analysis for genomic signatures in glioblastomas presenting leptomeningeal dissemination You, Hye Jin Park, Ho-Young Kim, Jinkuk Lee, In-Hee Seol, Ho Jun Lee, Jung-Il Kim, Sung Tae Kong, Doo-Sik Nam, Do-Hyun Medicine (Baltimore) 5700 Despite therapeutic advances, the prognosis for glioblastoma (GBM) remains poor. In particular, leptomeningeal dissemination (LMD) has a dismal prognosis. The aim of this study was to identify tumor molecular phenotype, which has a great propensity to develop LMD. Between May 2004 and December 2012, a total of 145 GBM tumor samples were obtained from data registry. A total of 20 of the 145 patients with GBM were found to develop LMD. A specialized radiologist confirmed the diagnosis of LMD on magnetic resonance imaging. To clarify the genomic signatures in GBM with LMD, we performed integrative analysis of whole transcriptome sequencing and copy number alteration in the radiological features indicating LMD phenotypes in GBM. Eleven newly diagnosed patients with GBM with LMD had worse prognosis than those without LMD (median 5.55 vs. 12.94 months, P < 0.0001). Integrating analysis using gene expression based on the change of copy number revealed that SPOCK1, EHD2, SLC2A3, and ANXA11 were highly expressed with the gain of copy number, compared with the gene expression in the non-LMD group. In addition, it was demonstrated that NME2, TMEM100, and SIVA1 were downregulated with the loss of copy number. We also found that mesenchymal subtype accounted for 50% in LMD group, whereas mesenchymal subtype consisted of 29% in non-LMD group, even though there was no statistical significance (P = 0.06). Through this radiogenomic analysis, we suggested the possibility of finding candidate genes associated with LMD and highlighted the significance of integrating approach to clarify the molecular characteristics in LMD. Wolters Kluwer Health 2016-07-08 /pmc/articles/PMC5058842/ /pubmed/27399113 http://dx.doi.org/10.1097/MD.0000000000004109 Text en Copyright © 2016 the Author(s). Published by Wolters Kluwer Health, Inc. All rights reserved. http://creativecommons.org/licenses/by-nc-nd/4.0 This is an open access article distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0, where it is permissible to download, share and reproduce the work in any medium, provided it is properly cited. The work cannot be changed in any way or used commercially. http://creativecommons.org/licenses/by-nc-nd/4.0
spellingShingle 5700
You, Hye Jin
Park, Ho-Young
Kim, Jinkuk
Lee, In-Hee
Seol, Ho Jun
Lee, Jung-Il
Kim, Sung Tae
Kong, Doo-Sik
Nam, Do-Hyun
Integrative radiogenomic analysis for genomic signatures in glioblastomas presenting leptomeningeal dissemination
title Integrative radiogenomic analysis for genomic signatures in glioblastomas presenting leptomeningeal dissemination
title_full Integrative radiogenomic analysis for genomic signatures in glioblastomas presenting leptomeningeal dissemination
title_fullStr Integrative radiogenomic analysis for genomic signatures in glioblastomas presenting leptomeningeal dissemination
title_full_unstemmed Integrative radiogenomic analysis for genomic signatures in glioblastomas presenting leptomeningeal dissemination
title_short Integrative radiogenomic analysis for genomic signatures in glioblastomas presenting leptomeningeal dissemination
title_sort integrative radiogenomic analysis for genomic signatures in glioblastomas presenting leptomeningeal dissemination
topic 5700
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5058842/
https://www.ncbi.nlm.nih.gov/pubmed/27399113
http://dx.doi.org/10.1097/MD.0000000000004109
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