Angiogenesis and evading immune destruction are the main related transcriptomic characteristics to the invasive process of oral tongue cancer

Abstract Metastasis of head and neck tumors is responsible for a high mortality rate. Understanding its biochemistry may allow insights into tumorigenesis. To that end we carried out RNA-Seq analyses of 5 SCC9 derived oral cancer cell lines displaying increased invasive potential. Differentially exp...

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Main Authors: Juan Alberto Pérez-Valencia, Francisco Prosdocimi, Italo M. Cesari, Igor Rodrigues da Costa, Carolina Furtado, Michelle Agostini, Franklin David Rumjanek
Format: Article
Language:English
Published: Nature Publishing Group 2018-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-017-19010-5
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spelling doaj-ea0721b5936240c89526fe3d6c657e942020-12-08T04:36:23ZengNature Publishing GroupScientific Reports2045-23222018-01-018111810.1038/s41598-017-19010-5Angiogenesis and evading immune destruction are the main related transcriptomic characteristics to the invasive process of oral tongue cancerJuan Alberto Pérez-Valencia0Francisco Prosdocimi1Italo M. Cesari2Igor Rodrigues da Costa3Carolina Furtado4Michelle Agostini5Franklin David Rumjanek6Instituto de Bioquímica Médica Leopoldo de Meis, Centro de Ciências da Saúde, Universidade Federal do Rio de JaneiroInstituto de Bioquímica Médica Leopoldo de Meis, Centro de Ciências da Saúde, Universidade Federal do Rio de JaneiroInstituto de Bioquímica Médica Leopoldo de Meis, Centro de Ciências da Saúde, Universidade Federal do Rio de JaneiroInstituto de Bioquímica Médica Leopoldo de Meis, Centro de Ciências da Saúde, Universidade Federal do Rio de JaneiroInstituto Nacional do Câncer (INCA)Departamento de Patologia e Diagnóstico Oral, Faculdade de Odontologia, Universidade Federal do Rio de JaneiroInstituto de Bioquímica Médica Leopoldo de Meis, Centro de Ciências da Saúde, Universidade Federal do Rio de JaneiroAbstract Metastasis of head and neck tumors is responsible for a high mortality rate. Understanding its biochemistry may allow insights into tumorigenesis. To that end we carried out RNA-Seq analyses of 5 SCC9 derived oral cancer cell lines displaying increased invasive potential. Differentially expressed genes (DEGs) were annotated based on p-values and false discovery rate (q-values). All 292 KEGG pathways related to the human genome were compared in order to pinpoint the absolute and relative contributions to the invasive process considering the 8 hallmarks of cancer plus 2 new defined categories, as well as we made with our transcriptomic data. In terms of absolute contribution, the highest correlations were associated to the categories of evading immune destruction and energy metabolism and for relative contributions, angiogenesis and evading immune destruction. DEGs were distributed into each one of all possible modes of regulation, regarding up, down and continuum expression, along the 3 stages of metastatic progression. For p-values twenty-six genes were consistently present along the tumoral progression and 4 for q-values. Among the DEGs, we found 2 novel potentially informative metastatic markers: PIGG and SLC8B1. Furthermore, interactome analysis showed that MYH14, ANGPTL4, PPARD and ENPP1 are amenable to pharmacological interventions.https://doi.org/10.1038/s41598-017-19010-5
collection DOAJ
language English
format Article
sources DOAJ
author Juan Alberto Pérez-Valencia
Francisco Prosdocimi
Italo M. Cesari
Igor Rodrigues da Costa
Carolina Furtado
Michelle Agostini
Franklin David Rumjanek
spellingShingle Juan Alberto Pérez-Valencia
Francisco Prosdocimi
Italo M. Cesari
Igor Rodrigues da Costa
Carolina Furtado
Michelle Agostini
Franklin David Rumjanek
Angiogenesis and evading immune destruction are the main related transcriptomic characteristics to the invasive process of oral tongue cancer
Scientific Reports
author_facet Juan Alberto Pérez-Valencia
Francisco Prosdocimi
Italo M. Cesari
Igor Rodrigues da Costa
Carolina Furtado
Michelle Agostini
Franklin David Rumjanek
author_sort Juan Alberto Pérez-Valencia
title Angiogenesis and evading immune destruction are the main related transcriptomic characteristics to the invasive process of oral tongue cancer
title_short Angiogenesis and evading immune destruction are the main related transcriptomic characteristics to the invasive process of oral tongue cancer
title_full Angiogenesis and evading immune destruction are the main related transcriptomic characteristics to the invasive process of oral tongue cancer
title_fullStr Angiogenesis and evading immune destruction are the main related transcriptomic characteristics to the invasive process of oral tongue cancer
title_full_unstemmed Angiogenesis and evading immune destruction are the main related transcriptomic characteristics to the invasive process of oral tongue cancer
title_sort angiogenesis and evading immune destruction are the main related transcriptomic characteristics to the invasive process of oral tongue cancer
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2018-01-01
description Abstract Metastasis of head and neck tumors is responsible for a high mortality rate. Understanding its biochemistry may allow insights into tumorigenesis. To that end we carried out RNA-Seq analyses of 5 SCC9 derived oral cancer cell lines displaying increased invasive potential. Differentially expressed genes (DEGs) were annotated based on p-values and false discovery rate (q-values). All 292 KEGG pathways related to the human genome were compared in order to pinpoint the absolute and relative contributions to the invasive process considering the 8 hallmarks of cancer plus 2 new defined categories, as well as we made with our transcriptomic data. In terms of absolute contribution, the highest correlations were associated to the categories of evading immune destruction and energy metabolism and for relative contributions, angiogenesis and evading immune destruction. DEGs were distributed into each one of all possible modes of regulation, regarding up, down and continuum expression, along the 3 stages of metastatic progression. For p-values twenty-six genes were consistently present along the tumoral progression and 4 for q-values. Among the DEGs, we found 2 novel potentially informative metastatic markers: PIGG and SLC8B1. Furthermore, interactome analysis showed that MYH14, ANGPTL4, PPARD and ENPP1 are amenable to pharmacological interventions.
url https://doi.org/10.1038/s41598-017-19010-5
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