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

View ORCID ProfileRafael Sebastián Fort, View ORCID ProfileMaría Ana Duhagon
doi: https://doi.org/10.1101/2020.10.05.324723
Rafael Sebastián Fort
1Laboratorio de Interacciones Moleculares, Facultad de Ciencias, Universidad de la República, Montevideo 11400, Uruguay; (R.S.F.)
3Departamento de Genómica, Instituto de Investigaciones Biológicas Clemente Estable, Montevideo 11600, Uruguay
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  • ORCID record for Rafael Sebastián Fort
  • For correspondence: rfort@fcien.edu.uy
María Ana Duhagon
1Laboratorio de Interacciones Moleculares, Facultad de Ciencias, Universidad de la República, Montevideo 11400, Uruguay; (R.S.F.)
2Departamento de Genética, Facultad de Medicina, Universidad de la República, Montevideo 11800, Uruguay
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  • ORCID record for María Ana Duhagon
  • For correspondence: mduhagon@fcien.edu.uy mduhagon@fmed.edu.uy rfort@fcien.edu.uy
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Abstract

The vault RNAs (vtRNAs) are a class of 84-141 nt eukaryotic non-coding RNAs transcribed by RNA polymerase III, named for their association with the conserved vault particle, a riboprotein complex whose function remains poorly understood. Of the 4 human vtRNA genes, the three clustered at locus 1, i.e. vtRNA1-1, vtRNA1-2 and vtRNA1-3, 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 cancer cohorts have been hindered by the failure of vtRNA sequencing using conventional transcriptomic approaches. However, since the vtRNAs transcription is regulated by DNA methylation, the analysis of the chromatin status of their promoters is a suitable surrogate approach to study their expression. Here we infer the landscape of vtRNA expression in cancer from the genome-wide DNA methylation (Illumina Infinium Human Methylation 450 K BeadChip) and chromatin accessibility (ATAC-seq) data of The Cancer Genome Atlas (TCGA). On average, vtRNA1-1 has the most accessible chromatin, followed by vtRNA1-2, vtRNA2-1 and vtRNA1-3. The correlation of the chromatin status of the vtRNA promoters and the binding sites of a common core of transcription factors stands for their transcriptional co-regulation by factors related to viral infection. Yet, vtRNA2-1 is the most independently regulated vtRNA homologue across tissue types. VtRNA1-1 and vtRNA1-3 chromatin status does not significantly change in cancer, though vtRNA1-3 promoter has repressive chromatin marks in a few cancer types. However, vtRNA2-1 and vtRNA1-2 expression are widely deregulated in neoplastic tissues and is compatible with a broad oncogenic role of vtRNA1-2, and both tumor suppressor and oncogenic functions of vtRNA2-1 depending of tissue contexts. 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 co-regulated genes identifies a chromosome 5 regulatory domain controlling vtRNA1-1 and neighboring genes, and epithelial differentiation, immune and thyroid cancer gene sets for vtRNA1-2, vtRNA2-1 and vtRNA1-3 respectively. Furthermore, vtRNA expression patterns are associated with cancer immune subtypes. Finally, vtRNA1-2 expression is positively associated with cell proliferation and wound healing, in agreement with its oncogenic expression profile. Overall, our study presents the landscape of vtRNA expression 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.

Competing Interest Statement

The authors have declared no competing interest.

  • Abbreviations

    vtRNA
    vault RNA
    TCGA
    The Cancer Genome Atlas
    ATAC-seq
    Assay for Transposase Accessible Chromatin with high-throughput sequencing\
    NoMe-seq
    Nucleosome Occupancy and Methylome sequencing
    OG
    Oncogene
    TSG
    Tumor Suppressor Gene
    TCGA
    The Cancer Genome Atlas
    TSS
    Transcription Start Site
    Ave
    Average
    SD
    Standard Deviation
    ACC
    Adrenocortical carcinoma
    BLCA
    Bladder Urothelial Carcinoma
    BRCA
    Breast invasive carcinoma
    CESC
    Cervical squamous cell carcinoma and endocervical adenocarcinoma
    CHOL
    Cholangiocarcinoma
    COAD
    Colon adenocarcinoma
    DLBC
    Lymphoid Neoplasm Diffuse Large B-cell Lymphoma
    ESCA
    Esophageal carcinoma
    GBM
    Glioblastoma multiforme
    HNSC
    Head and Neck squamous cell carcinoma
    KICH
    Kidney Chromophobe
    KIRC
    Kidney renal clear cell carcinoma
    KIRP
    Kidney renal papillary cell carcinoma
    LGG
    Brain Lower Grade Glioma
    LIHC
    Liver hepatocellular carcinoma
    LUAD
    Lung adenocarcinoma
    LUSC
    Lung squamous cell carcinoma
    MESO
    Mesothelioma
    OV
    Ovarian serous cystadenocarcinoma
    PAAD
    Pancreatic adenocarcinoma
    PCPG
    Pheochromocytoma and Paraganglioma
    PRAD
    Prostate adenocarcinoma
    READ
    Rectum adenocarcinoma
    SARC
    Sarcoma
    SKCM
    Skin Cutaneous Melanoma
    STAD
    Stomach adenocarcinoma
    TGCT
    Testicular Germ Cell Tumors
    THCA
    Thyroid carcinoma
    THYM
    Thymoma
    UCEC
    Uterine Corpus Endometrial Carcinoma
    UCS
    Uterine Carcinosarcoma
    UVM
    Uveal Melanoma
  • Copyright 
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    Posted October 05, 2020.
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    Pan-Cancer chromatin analysis of the human vtRNA genes uncovers their association with cancer biology
    Rafael Sebastián Fort, María Ana Duhagon
    bioRxiv 2020.10.05.324723; doi: https://doi.org/10.1101/2020.10.05.324723
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    Pan-Cancer chromatin analysis of the human vtRNA genes uncovers their association with cancer biology
    Rafael Sebastián Fort, María Ana Duhagon
    bioRxiv 2020.10.05.324723; doi: https://doi.org/10.1101/2020.10.05.324723

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