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pmid:32637500

Human endogenous retrovirus-K mRNA expression and genomic alignment data in hepatoblastoma.

David F Grabski · Aakrosh Ratan · Laurie R Gray · Stefan Bekiranov · David Rekosh · Marie-Louise Hammarskjold · Sara K Rasmussen

Data in brief · 2020 doi:10.1016/j.dib.2020.105895

Paper

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Experiment

complete

Data

partial

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title
Human endogenous retrovirus-K mRNA expression and genomic alignment data in hepatoblastoma.
doi
10.1016/j.dib.2020.105895
pmid
32637500
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David F Grabski
[1]
Aakrosh Ratan
[2]
Laurie R Gray
[3]
Stefan Bekiranov
[4]
David Rekosh
[5]
Marie-Louise Hammarskjold
[6]
Sara K Rasmussen
journal
Data in brief
year
2020
abstract
Human Endogenous Retroviruses are a class of genomic elements that are the result of ancient retroviral infection of the human germline. Many are biologically active elements that have been implicated in multiple diseases including cancer. The most recent class to invade the human genome is the HERV-K(HML-2) (HERV-K) family. Approximately 90 HERV-K proviruses and many smaller elements have been identified to date in the human genome. Additional proviruses are continually being discovered with the rapid advancement of deep-sequencing and long-read sequencing technologies. HERV-K proviruses are poorly annotated in human transcriptome databases making their analysis in RNA-seq data difficult. To enable analysis, we compiled the sequences of 91 HERV-K proviruses identified in NCBI GenBank (ID JN675007-JN675097) and created a proviral alignment tool for visualizing RNA-seq reads aligned across individual proviruses. This allowed us to analyse publicly available RNA-seq data from 10 hepatoblastoma samples and 3 normal liver controls (GEO Accession ID: GSE89775). This data report includes the raw FASTA sequence files of the HERV-K proviruses from NCBI, a differential gene expression list between hepatoblastoma samples, and genomic alignment figures from 5 HERV-K proviruses identified as differentially expressed in the companion research article "Upregulation of Human Endogenous Retrovirus-K (HML-2) mRNAs in hepatoblastoma: Identification of potential new immunotherapeutic targets and biomarkers [1]. The data provided here are available for other research groups interested in evaluating individual HERV-K proviral expression using RNA-seq data. Furthermore, the data analysis is highly flexible and will accommodate the addition of other HERV-K proviruses.
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Loss of EGFR-DDEF1 signaling in metastatic and unresectable hepatoblastoma
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Gene Ontology (GO) molecular function analysis following differential gene expression analysis of high HERV-K expressing Hepatoblastoma vs low HERVK expressing Hepatoblastoma.
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Gene Ontology (GO) cellular localization analysis following differential gene expression analysis of high HERV-K expressing Hepatoblastoma vs low HERVK expressing Hepatoblastoma (Top 20 terms).
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Kyoto Encyclopedia of Genes and Genomes Enrichment Analysis following differential gene expression analysis of high HERV-K expressing Hepatoblastoma vs low HERVK expressing Hepatoblastoma.
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scriptome databases making their analysis in RNA-seq data difficult. To enable analysis, we compi
[1]
ed a proviral alignment tool for visualizing RNA-seq reads aligned across individual proviruses.
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individual HERV-K proviral expression using RNA-seq data. Furthermore, the data analysis is high
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assay:1
Complete file
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Many are biologically active elements that have been implicated in multiple diseases including cancer. The most recent class to invade the human genome is the HERV-K(HML-2) (HERV-K) family. Approximately 90 HERV-K proviruses and many smaller elements have been identified to date in the human genome. Additional proviruses are continually being discovered with the rapid advancement of deep-sequencing and long-read sequencing technologies. HERV-K proviruses are poorly annotated in human transcriptome databases making their analysis in RNA-seq data difficult. To enable analysis, we compiled the sequences of 91 HERV-K proviruses identified in NCBI GenBank (ID JN675007-JN675097) and created a proviral alignment tool for visualizing RNA-seq reads aligned across individual proviruses. This allowed us to analyse publicly available RNA-seq data from 10 hepatoblastoma samples and 3 normal liver controls (GEO Accession ID: GSE89775). This data report includes the raw FASTA sequence files of the HERV-K proviruses from NCBI, a differential gene expression list between hepatoblastoma samples, and genomic alignment figures from 5 HERV-K proviruses identified as differentially expressed in the companion research article \"Upregulation of Human Endogenous Retrovirus-K (HML-2) mRNAs in hepatoblastoma: Identification of potential new immunotherapeutic targets and biomarkers [1]. The data provided here are available for other research groups interested in evaluating individual HERV-K proviral expression using RNA-seq data. Furthermore, the data analysis is highly flexible and will accommodate the addition of other HERV-K proviruses.", "claims": [{"id": "claim-data-access", "statement": "The raw sequencing data are available from the NCBI biorepository (GEO accession ID GSE89775).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:32637500", "locator": "sections[7] \"Hepatoblastoma dataset (publicly available)\" paragraph 2", "quote": "The raw sequencing data are available from the NCBI biorepository (GEO accession ID GSE89775)."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": null, "steps": [{"id": "read_published_estimate", "order": 1, "name": "Read the published estimate from the source", "kind": "other", "state": "complete", "blocked_on": null, "description": "The claim, method and evidence span published with the source article.", "duration_hours": null, "parameters": {}, "inputs": ["source:pmid:32637500"], "outputs": ["the published estimate and its evidence"], "instruments": [], "reagents": []}, {"id": "obtain_source_data", "order": 2, "name": "Obtain the source data from the named repository", "kind": "data-preparation", "state": "complete", "blocked_on": null, "description": "The GEO series accession resolves and its sample accessions are listed. This lane did not download the dataset or read its licence.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:GSE89775"], "outputs": ["the source data with its repository provenance"], "instruments": [], "reagents": []}, {"id": "run_analysis", "order": 3, "name": "Run the published analysis", "kind": "analysis", "state": "complete", "blocked_on": null, "description": "Apply the paper's statistical method to the resolved series and compare the result with the published target.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:GSE89775"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:32637500", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1016/j.dib.2020.105895", "sha256": 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analysis of high HERV-K expressing Hepatoblastoma vs low HERVK expressing Hepatoblastoma (Top 20 terms).", "structure": {"pmcid": "PMC7330144", "section_index": 4, "section_title": "Data description", "row_count": 21, "column_count": 4}, "table": {"label": "Table 2", "caption": "Gene Ontology (GO) cellular localization analysis following differential gene expression analysis of high HERV-K expressing Hepatoblastoma vs low HERVK expressing Hepatoblastoma (Top 20 terms).", "rows": [["Functional Category", "Genes in list", "Total genes", "Enrichment FDR"], ["Secretory granule", "80", "946", "9.06E−12"], ["Vesicle", "225", "4252", "1.39E−11"], ["Secretory vesicle", "87", "1108", "1.39E−11"], ["Extracellular region part", "201", "3693", "2.14E−11"], ["Vesicle lumen", "45", "386", "3.07E−11"], ["Extracellular organelle", "141", "2326", "6.29E−11"], ["Cytoplasmic vesicle lumen", "44", "385", "6.29E−11"], ["Extracellular exosome", "140", "2300", "6.29E−11"], ["Extracellular vesicle", "141", "2324", "6.29E−11"], ["Extracellular space", "188", "3479", "1.41E−10"], ["Secretory granule lumen", "41", "367", "6.38E−10"], ["Extracellular region", "228", "4617", "2.16E−09"], ["Cytoplasmic vesicle part", "109", "1761", "7.46E−09"], ["Cytoplasmic vesicle", "144", "2625", "2.85E−08"], ["Intracellular vesicle", "144", "2628", "2.88E−08"], ["Collagen-containing extracellular matrix", "38", "425", "1.26E−06"], ["Platelet alpha granule lumen", "14", "70", "1.92E−06"], ["Extracellular matrix", "44", "551", "2.64E−06"], ["Endomembrane system", "225", "4988", "6.27E−06"], ["Lysosome", "54", "797", "1.78E−05"]], "row_count": 21, "column_count": 4, "numeric_cells": 60, "header_rows": 1, "locator": "section[4]/table-wrap[2]#tbl0002"}}, {"id": "asset:table:pmid:32637500:3", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:e3949ea4e7fbd0073a3ec2ff9724b34bd828bee2ff5589031fc640220f0f2d02", "bytes": 1406, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[4]/table-wrap[3]#tbl0003", "version": null, "note": "Kyoto Encyclopedia of Genes and Genomes Enrichment Analysis following differential gene expression analysis of high HERV-K expressing Hepatoblastoma vs low HERVK expressing Hepatoblastoma.", "structure": {"pmcid": "PMC7330144", "section_index": 4, "section_title": "Data description", "row_count": 19, "column_count": 4}, "table": {"label": "Table 3", "caption": "Kyoto Encyclopedia of Genes and Genomes Enrichment Analysis following differential gene expression analysis of high HERV-K expressing Hepatoblastoma vs low HERVK expressing Hepatoblastoma.", "rows": [["Functional Category", "Genes in list", "Total genes", "Enrichment False Discovery Rate (Adjusted p-value)"], ["Amoebiasis", "14", "96", "0.000793149"], ["Complement and coagulation cascades", "12", "78", "0.001119036"], ["Fatty acid degradation", "8", "44", "0.005062775"], ["Legionellosis", "9", "55", "0.005062775"], ["Peroxisome", "10", "82", "0.012590092"], ["Focal adhesion", "17", "199", "0.012590092"], ["Human papillomavirus infection", "24", "330", "0.012590092"], ["PI3K-Akt signaling pathway", "24", "353", "0.020654396"], ["Rheumatoid arthritis", "10", "89", "0.020654396"], ["ECM-receptor interaction", "9", "82", "0.034941883"], ["AGE-RAGE signaling pathway in diabetic complications", "10", "100", "0.034941883"], ["Epithelial cell signaling in Helicobacter pylori infection", "8", "68", "0.034941883"], ["Salmonella infection", "9", "85", "0.036101621"], ["Regulation of actin cytoskeleton", "16", "214", "0.036577774"], ["Tryptophan metabolism", "6", "42", "0.038157306"], ["Oocyte meiosis", "11", "124", "0.041198024"], ["IL-17 signaling pathway", "9", "92", "0.047460432"], ["Toxoplasmosis", "10", "111", "0.04997533"]], "row_count": 19, "column_count": 4, "numeric_cells": 55, "header_rows": 1, "locator": "section[4]/table-wrap[3]#tbl0003"}}], "gaps": 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