{"url":"/dataset/multi-omics-mrna-mirna-and-dna-methylation","name":"Multi-omics mRNA, miRNA, and DNA Methylation Dataset","full_name":null,"description_markdown":"The dataset contains multi-omics data, incuding mRNA, miRNA, and DNA methylation. The dataset comprises 8,464 samples involving 2,794 omics features and covers 31 cancer types and normal tissues.","description_withheld":null,"homepage":"https://www.webpages.uidaho.edu/vakanski/Codes_Data/mRNA_miRNA_Meth_integrated.csv","introduced_date":"2024-08-30","introduced_date_note":null,"introduced_by":{"paper":"/paper/lasso-mogat-a-multi-omics-graph-attention","title":"LASSO-MOGAT: A Multi-Omics Graph Attention Framework for Cancer Classification","first_author":"Fadi Alharbi","url":null},"license":null,"modalities":[],"tasks":[{"name":"Cancer Classification","url":"/task/cancer-classification","datasets_with_task":"/datasets/task/cancer-classification"}],"languages":[],"variants":["Multi-omics mRNA, miRNA, and DNA Methylation Dataset"],"data_loaders":[{"repo":"https://github.com/avakanski/Graph_NNs_for_Multi_Omics_Integration","url":"https://github.com/avakanski/Graph_NNs_for_Multi_Omics_Integration","frameworks":["pytorch"]}],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/cancer-classification-on-multi-omics-mrna","task":"Cancer Classification","dataset_variant":"Multi-omics mRNA, miRNA, and DNA Methylation Dataset","rows":2,"metrics":["1:1 Accuracy"],"first_row_in_archive_order":{"model":"LASSO-MOGAT","paper":"/paper/comparative-analysis-of-multi-omics","metrics":{"1:1 Accuracy":"95.90"},"code_links":[{"title":"avakanski/Graph_NNs_for_Multi_Omics_Integration","url":"https://github.com/avakanski/Graph_NNs_for_Multi_Omics_Integration"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/comparative-analysis-of-multi-omics","title":"Comparative Analysis of Multi-Omics Integration Using Advanced Graph Neural Networks for Cancer Classification","date":"2024-10-05","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/lasso-mogat-a-multi-omics-graph-attention","title":"LASSO-MOGAT: A Multi-Omics Graph Attention Framework for Cancer Classification","date":"2024-08-30","rows_on_this_dataset":1,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-25T09:33:49+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}