{"id":"https://openalex.org/W4283835969","doi":"https://doi.org/10.1093/bioinformatics/btac446","title":"Biological Random Walks: multi-omics integration for disease gene prioritization","display_name":"Biological Random Walks: multi-omics integration for disease gene prioritization","publication_year":2022,"publication_date":"2022-07-06","ids":{"openalex":"https://openalex.org/W4283835969","doi":"https://doi.org/10.1093/bioinformatics/btac446","pmid":"https://pubmed.ncbi.nlm.nih.gov/35792834"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btac446","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btac446","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/38/17/4145/49889687/btac446.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/38/17/4145/49889687/btac446.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019758916","display_name":"Michele Gentili","orcid":"https://orcid.org/0000-0003-2282-2227"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Michele Gentili","raw_affiliation_strings":["Department of Computer, Control, and Management Engineering Antonio Ruberti, Sapienza University of Rome , Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer, Control, and Management Engineering Antonio Ruberti, Sapienza University of Rome , Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076454058","display_name":"Leonardo Martini","orcid":"https://orcid.org/0000-0001-9669-1480"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Leonardo Martini","raw_affiliation_strings":["Department of Computer, Control, and Management Engineering Antonio Ruberti, Sapienza University of Rome , Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer, Control, and Management Engineering Antonio Ruberti, Sapienza University of Rome , Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074370811","display_name":"Marialuisa Sponziello","orcid":"https://orcid.org/0000-0003-0736-1047"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marialuisa Sponziello","raw_affiliation_strings":["Translational and Precision Medicine Department, Sapienza University of Rome , Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Translational and Precision Medicine Department, Sapienza University of Rome , Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039929633","display_name":"Luca Becchetti","orcid":"https://orcid.org/0000-0002-4941-0532"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Becchetti","raw_affiliation_strings":["Department of Computer, Control, and Management Engineering Antonio Ruberti, Sapienza University of Rome , Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer, Control, and Management Engineering Antonio Ruberti, Sapienza University of Rome , Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019758916"],"corresponding_institution_ids":["https://openalex.org/I861853513"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":null,"fwci":1.5624,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.82840148,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"38","issue":"17","first_page":"4145","last_page":"4152"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interactome","display_name":"Interactome","score":0.8151326179504395},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7590023279190063},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5844050645828247},{"id":"https://openalex.org/keywords/prioritization","display_name":"Prioritization","score":0.5126416087150574},{"id":"https://openalex.org/keywords/biological-network","display_name":"Biological network","score":0.4898990988731384},{"id":"https://openalex.org/keywords/biological-data","display_name":"Biological data","score":0.45728984475135803},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4334239959716797},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3523608446121216},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3407137393951416},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3031659722328186},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.2115229070186615},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19546988606452942},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12586542963981628},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.12384828925132751},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.08289918303489685}],"concepts":[{"id":"https://openalex.org/C9760119","wikidata":"https://www.wikidata.org/wiki/Q841382","display_name":"Interactome","level":3,"score":0.8151326179504395},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7590023279190063},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5844050645828247},{"id":"https://openalex.org/C2777615720","wikidata":"https://www.wikidata.org/wiki/Q11888847","display_name":"Prioritization","level":2,"score":0.5126416087150574},{"id":"https://openalex.org/C28225019","wikidata":"https://www.wikidata.org/wiki/Q4915005","display_name":"Biological network","level":2,"score":0.4898990988731384},{"id":"https://openalex.org/C201797286","wikidata":"https://www.wikidata.org/wiki/Q4914986","display_name":"Biological data","level":2,"score":0.45728984475135803},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4334239959716797},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3523608446121216},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3407137393951416},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3031659722328186},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.2115229070186615},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19546988606452942},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12586542963981628},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.12384828925132751},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.08289918303489685},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1093/bioinformatics/btac446","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btac446","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/38/17/4145/49889687/btac446.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:35792834","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35792834","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:oai:arXiv.org:2211.13086","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2211.13086","pdf_url":"https://arxiv.org/pdf/2211.13086","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:iris.uniroma1.it:11573/1658047","is_oa":true,"landing_page_url":"https://hdl.handle.net/11573/1658047","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btac446","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btac446","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/38/17/4145/49889687/btac446.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1109244088","display_name":null,"funder_award_id":"788893","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G1632478706","display_name":null,"funder_award_id":"788893","funder_id":"https://openalex.org/F4320338335","funder_display_name":"H2020 European Research Council"},{"id":"https://openalex.org/G3342566315","display_name":null,"funder_award_id":"788893","funder_id":"https://openalex.org/F4320321873","funder_display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca"},{"id":"https://openalex.org/G4061590265","display_name":null,"funder_award_id":"ALGADIMAR","funder_id":"https://openalex.org/F4320321873","funder_display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca"},{"id":"https://openalex.org/G4937468798","display_name":null,"funder_award_id":"H2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6315092050","display_name":null,"funder_award_id":"H2020","funder_id":"https://openalex.org/F4320321873","funder_display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca"},{"id":"https://openalex.org/G7926685355","display_name":null,"funder_award_id":"87104","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8051717526","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8091430692","display_name":null,"funder_award_id":"(MIUR)","funder_id":"https://openalex.org/F4320321873","funder_display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca"},{"id":"https://openalex.org/G8160298093","display_name":null,"funder_award_id":"European Commission (EC)","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8274803949","display_name":null,"funder_award_id":"871042","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8757303545","display_name":null,"funder_award_id":"H2020RIA","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321873","display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca","ror":"https://ror.org/0166hxq48"},{"id":"https://openalex.org/F4320338335","display_name":"H2020 European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4283835969.pdf","grobid_xml":"https://content.openalex.org/works/W4283835969.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1499476884","https://openalex.org/W1908864745","https://openalex.org/W1979946545","https://openalex.org/W2017952818","https://openalex.org/W2056782561","https://openalex.org/W2062533676","https://openalex.org/W2063382533","https://openalex.org/W2082887122","https://openalex.org/W2110553827","https://openalex.org/W2110684048","https://openalex.org/W2118607021","https://openalex.org/W2119220491","https://openalex.org/W2130410032","https://openalex.org/W2138020005","https://openalex.org/W2141873373","https://openalex.org/W2156695919","https://openalex.org/W2534390616","https://openalex.org/W2573160687","https://openalex.org/W2592063047","https://openalex.org/W2624021832","https://openalex.org/W2734505834","https://openalex.org/W2767891136","https://openalex.org/W2790295707","https://openalex.org/W2804413675","https://openalex.org/W2808263699","https://openalex.org/W2885549115","https://openalex.org/W2897805491","https://openalex.org/W2950595506","https://openalex.org/W2951531839","https://openalex.org/W2969718750","https://openalex.org/W2983166786","https://openalex.org/W3010033646","https://openalex.org/W3017356540","https://openalex.org/W3141934318","https://openalex.org/W3163735470","https://openalex.org/W3206925787","https://openalex.org/W3211402536","https://openalex.org/W4214856922","https://openalex.org/W4226160716","https://openalex.org/W4294216483","https://openalex.org/W6629754406","https://openalex.org/W6813094581"],"related_works":["https://openalex.org/W2155492529","https://openalex.org/W4252504573","https://openalex.org/W4385510321","https://openalex.org/W2101315668","https://openalex.org/W2043924719","https://openalex.org/W15348386","https://openalex.org/W2314128295","https://openalex.org/W1509942269","https://openalex.org/W4287026692","https://openalex.org/W2770735656"],"abstract_inverted_index":{"Supplementary":[0],"data":[1],"are":[2],"available":[3],"at":[4],"Bioinformatics":[5],"online.":[6]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
