{"id":14344,"date":"2023-11-20T12:26:08","date_gmt":"2023-11-20T11:26:08","guid":{"rendered":"https:\/\/sano.science\/?post_type=research&#038;p=14344"},"modified":"2024-01-18T10:27:28","modified_gmt":"2024-01-18T09:27:28","slug":"graphtar-applying-word2vec-and-graph-neural-networks-to-mirna-target-prediction","status":"publish","type":"research","link":"https:\/\/sano.science\/research\/graphtar-applying-word2vec-and-graph-neural-networks-to-mirna-target-prediction\/","title":{"rendered":"GraphTar: applying word2vec and graph neural networks to miRNA target prediction"},"content":{"rendered":"\n<h2 class=\"wp-block-heading eplus-wrapper\">Jan Przybyszewski, Maciej Malawski, Sabina Licho\u0142ai<\/h2>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n\n<p class=\" eplus-wrapper\">MicroRNAs (miRNAs) are short, non-coding RNA molecules that regulate gene expression by binding to specific mRNAs, inhibiting their translation. They play a critical role in regulating various biological processes and are implicated in many diseases, including cardiovascular, oncological, gastrointestinal diseases, and viral infections. Computational methods that can identify potential miRNA\u2013mRNA interactions from raw data use one-dimensional miRNA\u2013mRNA duplex representations and simple sequence encoding techniques, which may limit their performance.<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n\n<div class=\"wp-block-group eplus-wrapper\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n\t\n    \n        \n\t\t\t<a href=\"https:\/\/link.springer.com\/article\/10.1186\/s12859-023-05564-x?utm_source=rct_congratemailt&#038;utm_medium=email&#038;utm_campaign=oa_20231117&#038;utm_content=10.1186\/s12859-023-05564-x\" target=\"_blank\" rel= \"noopener noreferrer nofollow\" class=\"button primary \">\n\n\t\t\t\t<span>\n\t\t\t\t\tREAD HERE\n\t\t\t\t<\/span>\n\n\t\t\t<\/a>\n\n        \n    \n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>In: BMCBioinformatics, 2023.<\/p>\n","protected":false},"featured_media":0,"template":"","research_type":[8],"research_team":[16],"class_list":["post-14344","research","type-research","status-publish","hentry","research_type-publications","research_team-extreme-scale-data-and-computing"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - 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