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Identification of HOX signatures contributing to oral cancer phenotype

The role of evolutionarily conserved homeobox-containing HOX genes as transcriptional regulators in the developmental specification of organisms is well known. The contribution of HOX genes involvement in oral cancer phenotype has yet to be fully ascertained. TCGA-HNSC HTSeq-counts and clinical data...

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Autores principales: Padam, Kanaka Sai Ram, Morgan, Richard, Hunter, Keith, Chakrabarty, Sanjiban, Kumar, Naveena A. N., Radhakrishnan, Raghu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9203786/
https://www.ncbi.nlm.nih.gov/pubmed/35710803
http://dx.doi.org/10.1038/s41598-022-14412-6
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author Padam, Kanaka Sai Ram
Morgan, Richard
Hunter, Keith
Chakrabarty, Sanjiban
Kumar, Naveena A. N.
Radhakrishnan, Raghu
author_facet Padam, Kanaka Sai Ram
Morgan, Richard
Hunter, Keith
Chakrabarty, Sanjiban
Kumar, Naveena A. N.
Radhakrishnan, Raghu
author_sort Padam, Kanaka Sai Ram
collection PubMed
description The role of evolutionarily conserved homeobox-containing HOX genes as transcriptional regulators in the developmental specification of organisms is well known. The contribution of HOX genes involvement in oral cancer phenotype has yet to be fully ascertained. TCGA-HNSC HTSeq-counts and clinical data were retrieved from the GDC portal for oral cavity neoplasms. GEO datasets (GSE72627, GSE30784, GSE37991) were accessed and analyzed using GEO2R. Differential HOX gene expression was profiled using the DESeq2 R package with a log2 fold change cut-off (− 1 and + 1) and Benjamini–Hochberg p-adjusted value at ≤ 0.01. Gene set over-representation analysis and semantic analysis associated with the disease ontology was performed using the ClusterProfiler R package, and pathway over-representation analysis was performed using IMPaLa. HOX protein interaction network was constructed using the Pathfind R package. HOX phenotype associations were performed using Mammalian Phenotype Ontology, Human Phenotype Ontology, PhenGenI associations, Jensen tissues, and OMIM entries. Drug connectivity mapping was carried out with Dr. Insight R package. HOXA2 was upregulated in oral dysplasia but silenced during tumor progression. Loss of HOXB2 expression was consistent in the potentially malignant oral lesions as well as in the primary tumor. HOXA7, HOXA10, HOXB7, HOXC6, HOXC10, HOXD10, and HOXD11 were consistently upregulated from premalignancy to malignancy and were notably associated with risk factors. Overrepresentation analysis suggested HOXA10 was involved in the transcriptional misregulation contributing to the oral cancer phenotype. HOX genes subnetwork analysis showed crucial interactions with cell cycle regulators, growth responsive elements, and proto-oncogenes. Phenotype associations specific to the oral region involving HOX genes provide intrinsic cues to tumor development. The 5′ HOX genes were aberrantly upregulated during oral carcinogenesis reflecting their posterior prevalence.
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spelling pubmed-92037862022-06-18 Identification of HOX signatures contributing to oral cancer phenotype Padam, Kanaka Sai Ram Morgan, Richard Hunter, Keith Chakrabarty, Sanjiban Kumar, Naveena A. N. Radhakrishnan, Raghu Sci Rep Article The role of evolutionarily conserved homeobox-containing HOX genes as transcriptional regulators in the developmental specification of organisms is well known. The contribution of HOX genes involvement in oral cancer phenotype has yet to be fully ascertained. TCGA-HNSC HTSeq-counts and clinical data were retrieved from the GDC portal for oral cavity neoplasms. GEO datasets (GSE72627, GSE30784, GSE37991) were accessed and analyzed using GEO2R. Differential HOX gene expression was profiled using the DESeq2 R package with a log2 fold change cut-off (− 1 and + 1) and Benjamini–Hochberg p-adjusted value at ≤ 0.01. Gene set over-representation analysis and semantic analysis associated with the disease ontology was performed using the ClusterProfiler R package, and pathway over-representation analysis was performed using IMPaLa. HOX protein interaction network was constructed using the Pathfind R package. HOX phenotype associations were performed using Mammalian Phenotype Ontology, Human Phenotype Ontology, PhenGenI associations, Jensen tissues, and OMIM entries. Drug connectivity mapping was carried out with Dr. Insight R package. HOXA2 was upregulated in oral dysplasia but silenced during tumor progression. Loss of HOXB2 expression was consistent in the potentially malignant oral lesions as well as in the primary tumor. HOXA7, HOXA10, HOXB7, HOXC6, HOXC10, HOXD10, and HOXD11 were consistently upregulated from premalignancy to malignancy and were notably associated with risk factors. Overrepresentation analysis suggested HOXA10 was involved in the transcriptional misregulation contributing to the oral cancer phenotype. HOX genes subnetwork analysis showed crucial interactions with cell cycle regulators, growth responsive elements, and proto-oncogenes. Phenotype associations specific to the oral region involving HOX genes provide intrinsic cues to tumor development. The 5′ HOX genes were aberrantly upregulated during oral carcinogenesis reflecting their posterior prevalence. Nature Publishing Group UK 2022-06-16 /pmc/articles/PMC9203786/ /pubmed/35710803 http://dx.doi.org/10.1038/s41598-022-14412-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This 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 Article
Padam, Kanaka Sai Ram
Morgan, Richard
Hunter, Keith
Chakrabarty, Sanjiban
Kumar, Naveena A. N.
Radhakrishnan, Raghu
Identification of HOX signatures contributing to oral cancer phenotype
title Identification of HOX signatures contributing to oral cancer phenotype
title_full Identification of HOX signatures contributing to oral cancer phenotype
title_fullStr Identification of HOX signatures contributing to oral cancer phenotype
title_full_unstemmed Identification of HOX signatures contributing to oral cancer phenotype
title_short Identification of HOX signatures contributing to oral cancer phenotype
title_sort identification of hox signatures contributing to oral cancer phenotype
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9203786/
https://www.ncbi.nlm.nih.gov/pubmed/35710803
http://dx.doi.org/10.1038/s41598-022-14412-6
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