Pan-cancer chromatin analysis of the human vtRNA genes uncovers their association with cancer biology

Fort Canobra, Rafael S - Duhagon, María Ana

Resumen:

Background: The vault RNAs (vtRNAs) are a class of 84-141-nt eukaryotic non-coding RNAs transcribed by RNA polymerase III, associated to the ribonucleoprotein complex known as vault particle. Of the four human vtRNA genes, vtRNA1-1, vtRNA1-2 and vtRNA1-3, clustered at locus 1, are integral components of the vault particle, while vtRNA2-1 is a more divergent homologue located in a second locus. Gene expression studies of vtRNAs in large cohorts have been hindered by their unsuccessful sequencing using conventional transcriptomic approaches. Methods: VtRNA expression in The Cancer Genome Atlas (TCGA) Pan-Cancer cohort was estimated using the genome-wide DNA methylation and chromatin accessibility data (ATAC-seq) of their genes as surrogate variables. The association between vtRNA expression and patient clinical outcome, immune subtypes and transcriptionally co-regulated gene programs was analyzed in the dataset. Results: VtRNAs promoters are enriched in transcription factors related to viral infection. VtRNA2-1 is likely the most independently regulated homologue. VtRNA1-1 has the most accessible chromatin, followed by vtRNA1-2, vtRNA2-1 and vtRNA1-3. VtRNA1-1 and vtRNA1-3 chromatin status does not significantly change in cancer tissues. Meanwhile, vtRNA2-1 and vtRNA1-2 expression is widely deregulated in neoplastic tissues and its alteration is compatible with a broad oncogenic role for vtRNA1-2, and both tumor suppressor and oncogenic functions for vtRNA2-1. Yet, vtRNA1-1, vtRNA1-2 and vtRNA2-1 promoter DNA methylation predicts a shorter patient overall survival cancer-wide. In addition, gene ontology analyses of vtRNAs co-regulated genes identify a chromosome regulatory domain, epithelial differentiation, immune and thyroid cancer gene sets for specific vtRNAs. Furthermore, vtRNA expression patterns are associated with cancer immune subtypes and vtRNA1-2 expression is positively associated with cell proliferation and wound healing. Conclusions: Our study presents the landscape of vtRNA chromatin status cancer-wide, identifying co-regulated gene networks and ontological pathways associated with the different vtRNA genes that may account for their diverse roles in cancer


Detalles Bibliográficos
2021
vault RNA
vtRNA1-1
vtRNA1-2
vtRNA1-3
vtRNA2-1
nc886
mir-886
Cancer
TCGA
DNA methylation
Chromatin accessibility
Inglés
Universidad de la República
COLIBRI
https://hdl.handle.net/20.500.12008/37381
Acceso abierto
Licencia Creative Commons Atribución (CC - By 4.0)
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author Fort Canobra, Rafael S
author2 Duhagon, María Ana
author2_role author
author_facet Fort Canobra, Rafael S
Duhagon, María Ana
author_role author
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dc.contributor.filiacion.none.fl_str_mv Fort Canobra Rafael S, Universidad de la República (Uruguay). Facultad de Ciencias. Instituto de Biología.
Duhagon María Ana, Universidad de la República (Uruguay). Facultad de Ciencias. Instituto de Biología.
dc.creator.none.fl_str_mv Fort Canobra, Rafael S
Duhagon, María Ana
dc.date.accessioned.none.fl_str_mv 2023-06-02T14:35:21Z
dc.date.available.none.fl_str_mv 2023-06-02T14:35:21Z
dc.date.issued.none.fl_str_mv 2021
dc.description.abstract.none.fl_txt_mv Background: The vault RNAs (vtRNAs) are a class of 84-141-nt eukaryotic non-coding RNAs transcribed by RNA polymerase III, associated to the ribonucleoprotein complex known as vault particle. Of the four human vtRNA genes, vtRNA1-1, vtRNA1-2 and vtRNA1-3, clustered at locus 1, are integral components of the vault particle, while vtRNA2-1 is a more divergent homologue located in a second locus. Gene expression studies of vtRNAs in large cohorts have been hindered by their unsuccessful sequencing using conventional transcriptomic approaches. Methods: VtRNA expression in The Cancer Genome Atlas (TCGA) Pan-Cancer cohort was estimated using the genome-wide DNA methylation and chromatin accessibility data (ATAC-seq) of their genes as surrogate variables. The association between vtRNA expression and patient clinical outcome, immune subtypes and transcriptionally co-regulated gene programs was analyzed in the dataset. Results: VtRNAs promoters are enriched in transcription factors related to viral infection. VtRNA2-1 is likely the most independently regulated homologue. VtRNA1-1 has the most accessible chromatin, followed by vtRNA1-2, vtRNA2-1 and vtRNA1-3. VtRNA1-1 and vtRNA1-3 chromatin status does not significantly change in cancer tissues. Meanwhile, vtRNA2-1 and vtRNA1-2 expression is widely deregulated in neoplastic tissues and its alteration is compatible with a broad oncogenic role for vtRNA1-2, and both tumor suppressor and oncogenic functions for vtRNA2-1. Yet, vtRNA1-1, vtRNA1-2 and vtRNA2-1 promoter DNA methylation predicts a shorter patient overall survival cancer-wide. In addition, gene ontology analyses of vtRNAs co-regulated genes identify a chromosome regulatory domain, epithelial differentiation, immune and thyroid cancer gene sets for specific vtRNAs. Furthermore, vtRNA expression patterns are associated with cancer immune subtypes and vtRNA1-2 expression is positively associated with cell proliferation and wound healing. Conclusions: Our study presents the landscape of vtRNA chromatin status cancer-wide, identifying co-regulated gene networks and ontological pathways associated with the different vtRNA genes that may account for their diverse roles in cancer
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dc.identifier.citation.es.fl_str_mv Fort Canobra, R y Duhagon, M. "Pan-cancer chromatin analysis of the human vtRNA genes uncovers their association with cancer biology". F1000Research. [en línea] 2021, 10:182. 40 h. DOI: 10.12688/f1000research.28510.2
dc.identifier.doi.none.fl_str_mv 10.12688/f1000research.28510.2
dc.identifier.issn.none.fl_str_mv 2046-1402
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12008/37381
dc.language.iso.none.fl_str_mv en
eng
dc.publisher.es.fl_str_mv Taylor and Francis
dc.relation.ispartof.es.fl_str_mv F1000Research, 2021, 10:182
dc.rights.license.none.fl_str_mv Licencia Creative Commons Atribución (CC - By 4.0)
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:COLIBRI
instname:Universidad de la República
instacron:Universidad de la República
dc.subject.es.fl_str_mv vault RNA
vtRNA1-1
vtRNA1-2
vtRNA1-3
vtRNA2-1
nc886
mir-886
Cancer
TCGA
DNA methylation
Chromatin accessibility
dc.title.none.fl_str_mv Pan-cancer chromatin analysis of the human vtRNA genes uncovers their association with cancer biology
dc.type.es.fl_str_mv Artículo
dc.type.none.fl_str_mv info:eu-repo/semantics/article
dc.type.version.none.fl_str_mv info:eu-repo/semantics/publishedVersion
description Background: The vault RNAs (vtRNAs) are a class of 84-141-nt eukaryotic non-coding RNAs transcribed by RNA polymerase III, associated to the ribonucleoprotein complex known as vault particle. Of the four human vtRNA genes, vtRNA1-1, vtRNA1-2 and vtRNA1-3, clustered at locus 1, are integral components of the vault particle, while vtRNA2-1 is a more divergent homologue located in a second locus. Gene expression studies of vtRNAs in large cohorts have been hindered by their unsuccessful sequencing using conventional transcriptomic approaches. Methods: VtRNA expression in The Cancer Genome Atlas (TCGA) Pan-Cancer cohort was estimated using the genome-wide DNA methylation and chromatin accessibility data (ATAC-seq) of their genes as surrogate variables. The association between vtRNA expression and patient clinical outcome, immune subtypes and transcriptionally co-regulated gene programs was analyzed in the dataset. Results: VtRNAs promoters are enriched in transcription factors related to viral infection. VtRNA2-1 is likely the most independently regulated homologue. VtRNA1-1 has the most accessible chromatin, followed by vtRNA1-2, vtRNA2-1 and vtRNA1-3. VtRNA1-1 and vtRNA1-3 chromatin status does not significantly change in cancer tissues. Meanwhile, vtRNA2-1 and vtRNA1-2 expression is widely deregulated in neoplastic tissues and its alteration is compatible with a broad oncogenic role for vtRNA1-2, and both tumor suppressor and oncogenic functions for vtRNA2-1. Yet, vtRNA1-1, vtRNA1-2 and vtRNA2-1 promoter DNA methylation predicts a shorter patient overall survival cancer-wide. In addition, gene ontology analyses of vtRNAs co-regulated genes identify a chromosome regulatory domain, epithelial differentiation, immune and thyroid cancer gene sets for specific vtRNAs. Furthermore, vtRNA expression patterns are associated with cancer immune subtypes and vtRNA1-2 expression is positively associated with cell proliferation and wound healing. Conclusions: Our study presents the landscape of vtRNA chromatin status cancer-wide, identifying co-regulated gene networks and ontological pathways associated with the different vtRNA genes that may account for their diverse roles in cancer
eu_rights_str_mv openAccess
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identifier_str_mv Fort Canobra, R y Duhagon, M. "Pan-cancer chromatin analysis of the human vtRNA genes uncovers their association with cancer biology". F1000Research. [en línea] 2021, 10:182. 40 h. DOI: 10.12688/f1000research.28510.2
2046-1402
10.12688/f1000research.28510.2
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language eng
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publishDate 2021
reponame_str COLIBRI
repository.mail.fl_str_mv mabel.seroubian@seciu.edu.uy
repository.name.fl_str_mv COLIBRI - Universidad de la República
repository_id_str 4771
rights_invalid_str_mv Licencia Creative Commons Atribución (CC - By 4.0)
spelling Fort Canobra Rafael S, Universidad de la República (Uruguay). Facultad de Ciencias. Instituto de Biología.Duhagon María Ana, Universidad de la República (Uruguay). Facultad de Ciencias. Instituto de Biología.2023-06-02T14:35:21Z2023-06-02T14:35:21Z2021Fort Canobra, R y Duhagon, M. "Pan-cancer chromatin analysis of the human vtRNA genes uncovers their association with cancer biology". F1000Research. [en línea] 2021, 10:182. 40 h. DOI: 10.12688/f1000research.28510.22046-1402https://hdl.handle.net/20.500.12008/3738110.12688/f1000research.28510.2Background: The vault RNAs (vtRNAs) are a class of 84-141-nt eukaryotic non-coding RNAs transcribed by RNA polymerase III, associated to the ribonucleoprotein complex known as vault particle. Of the four human vtRNA genes, vtRNA1-1, vtRNA1-2 and vtRNA1-3, clustered at locus 1, are integral components of the vault particle, while vtRNA2-1 is a more divergent homologue located in a second locus. Gene expression studies of vtRNAs in large cohorts have been hindered by their unsuccessful sequencing using conventional transcriptomic approaches. Methods: VtRNA expression in The Cancer Genome Atlas (TCGA) Pan-Cancer cohort was estimated using the genome-wide DNA methylation and chromatin accessibility data (ATAC-seq) of their genes as surrogate variables. The association between vtRNA expression and patient clinical outcome, immune subtypes and transcriptionally co-regulated gene programs was analyzed in the dataset. Results: VtRNAs promoters are enriched in transcription factors related to viral infection. VtRNA2-1 is likely the most independently regulated homologue. VtRNA1-1 has the most accessible chromatin, followed by vtRNA1-2, vtRNA2-1 and vtRNA1-3. VtRNA1-1 and vtRNA1-3 chromatin status does not significantly change in cancer tissues. Meanwhile, vtRNA2-1 and vtRNA1-2 expression is widely deregulated in neoplastic tissues and its alteration is compatible with a broad oncogenic role for vtRNA1-2, and both tumor suppressor and oncogenic functions for vtRNA2-1. Yet, vtRNA1-1, vtRNA1-2 and vtRNA2-1 promoter DNA methylation predicts a shorter patient overall survival cancer-wide. In addition, gene ontology analyses of vtRNAs co-regulated genes identify a chromosome regulatory domain, epithelial differentiation, immune and thyroid cancer gene sets for specific vtRNAs. Furthermore, vtRNA expression patterns are associated with cancer immune subtypes and vtRNA1-2 expression is positively associated with cell proliferation and wound healing. Conclusions: Our study presents the landscape of vtRNA chromatin status cancer-wide, identifying co-regulated gene networks and ontological pathways associated with the different vtRNA genes that may account for their diverse roles in cancerSubmitted by Parodi Mónica (mparodi@fcien.edu.uy) on 2023-05-30T20:55:40Z No. of bitstreams: 2 license_rdf: 19875 bytes, checksum: 9fdbed07f52437945402c4e70fa4773e (MD5) 1012688f1000research28510.2.pdf: 8162076 bytes, checksum: fcaeb3fed8218598f6e27a3c8c8249e9 (MD5)Approved for entry into archive by Faget Cecilia (lfaget@fcien.edu.uy) on 2023-06-02T14:32:32Z (GMT) No. of bitstreams: 2 license_rdf: 19875 bytes, checksum: 9fdbed07f52437945402c4e70fa4773e (MD5) 1012688f1000research28510.2.pdf: 8162076 bytes, checksum: fcaeb3fed8218598f6e27a3c8c8249e9 (MD5)Made available in DSpace by Luna Fabiana (fabiana.luna@seciu.edu.uy) on 2023-06-02T14:35:21Z (GMT). No. of bitstreams: 2 license_rdf: 19875 bytes, checksum: 9fdbed07f52437945402c4e70fa4773e (MD5) 1012688f1000research28510.2.pdf: 8162076 bytes, checksum: fcaeb3fed8218598f6e27a3c8c8249e9 (MD5) Previous issue date: 202140 happlication/pdfenengTaylor and FrancisF1000Research, 2021, 10:182Las obras depositadas en el Repositorio se rigen por la Ordenanza de los Derechos de la Propiedad Intelectual de la Universidad de la República.(Res. Nº 91 de C.D.C. de 8/III/1994 – D.O. 7/IV/1994) y por la Ordenanza del Repositorio Abierto de la Universidad de la República (Res. Nº 16 de C.D.C. de 07/10/2014)info:eu-repo/semantics/openAccessLicencia Creative Commons Atribución (CC - By 4.0)vault RNAvtRNA1-1vtRNA1-2vtRNA1-3vtRNA2-1nc886mir-886CancerTCGADNA methylationChromatin accessibilityPan-cancer chromatin analysis of the human vtRNA genes uncovers their association with cancer biologyArtículoinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaFort Canobra, Rafael SDuhagon, María AnaLICENSElicense.txtlicense.txttext/plain; charset=utf-84267http://localhost:8080/xmlui/bitstream/20.500.12008/37381/5/license.txt6429389a7df7277b72b7924fdc7d47a9MD55CC-LICENSElicense_urllicense_urltext/plain; charset=utf-844http://localhost:8080/xmlui/bitstream/20.500.12008/37381/2/license_urla0ebbeafb9d2ec7cbb19d7137ebc392cMD52license_textlicense_texttext/html; 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- Universidad de la Repúblicafalse
spellingShingle Pan-cancer chromatin analysis of the human vtRNA genes uncovers their association with cancer biology
Fort Canobra, Rafael S
vault RNA
vtRNA1-1
vtRNA1-2
vtRNA1-3
vtRNA2-1
nc886
mir-886
Cancer
TCGA
DNA methylation
Chromatin accessibility
status_str publishedVersion
title Pan-cancer chromatin analysis of the human vtRNA genes uncovers their association with cancer biology
title_full Pan-cancer chromatin analysis of the human vtRNA genes uncovers their association with cancer biology
title_fullStr Pan-cancer chromatin analysis of the human vtRNA genes uncovers their association with cancer biology
title_full_unstemmed Pan-cancer chromatin analysis of the human vtRNA genes uncovers their association with cancer biology
title_short Pan-cancer chromatin analysis of the human vtRNA genes uncovers their association with cancer biology
title_sort Pan-cancer chromatin analysis of the human vtRNA genes uncovers their association with cancer biology
topic vault RNA
vtRNA1-1
vtRNA1-2
vtRNA1-3
vtRNA2-1
nc886
mir-886
Cancer
TCGA
DNA methylation
Chromatin accessibility
url https://hdl.handle.net/20.500.12008/37381