{"id":"https://openalex.org/W7124849130","doi":"https://doi.org/10.1093/bioinformatics/btag030","title":"<i>iModMix:</i> integrative module analysis for multi-omics data","display_name":"<i>iModMix:</i> integrative module analysis for multi-omics data","publication_year":2026,"publication_date":"2026-01-15","ids":{"openalex":"https://openalex.org/W7124849130","doi":"https://doi.org/10.1093/bioinformatics/btag030","pmid":"https://pubmed.ncbi.nlm.nih.gov/41555479"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btag030","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btag030","pdf_url":null,"source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1093/bioinformatics/btag030","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064792363","display_name":"Isis Narv\u00e1ez-Bandera","orcid":"https://orcid.org/0000-0001-7320-618X"},"institutions":[{"id":"https://openalex.org/I3019308854","display_name":"Moffitt Cancer Center","ror":"https://ror.org/01xf75524","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I3019308854"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Isis Narv\u00e1ez-Bandera","raw_affiliation_strings":["Moffitt Cancer Center Department of Biostatistics and Bioinformatics, , Tampa, FL 33612,"],"affiliations":[{"raw_affiliation_string":"Moffitt Cancer Center Department of Biostatistics and Bioinformatics, , Tampa, FL 33612,","institution_ids":["https://openalex.org/I3019308854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010429184","display_name":"Ashley Lui","orcid":"https://orcid.org/0000-0003-4090-4680"},"institutions":[{"id":"https://openalex.org/I3019308854","display_name":"Moffitt Cancer Center","ror":"https://ror.org/01xf75524","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I3019308854"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashley Lui","raw_affiliation_strings":["Moffitt Cancer Center Cancer Biology and Evolution Program, , Tampa, FL 33612,","Moffitt Cancer Center Department of Molecular Oncology, , Tampa, FL 33612,"],"affiliations":[{"raw_affiliation_string":"Moffitt Cancer Center Cancer Biology and Evolution Program, , Tampa, FL 33612,","institution_ids":["https://openalex.org/I3019308854"]},{"raw_affiliation_string":"Moffitt Cancer Center Department of Molecular Oncology, , Tampa, FL 33612,","institution_ids":["https://openalex.org/I3019308854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037649209","display_name":"Yonatan Ayalew Mekonnen","orcid":"https://orcid.org/0000-0002-7430-9428"},"institutions":[{"id":"https://openalex.org/I3019308854","display_name":"Moffitt Cancer Center","ror":"https://ror.org/01xf75524","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I3019308854"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yonatan Ayalew Mekonnen","raw_affiliation_strings":["Moffitt Cancer Center Department of Molecular Oncology, , Tampa, FL 33612,"],"affiliations":[{"raw_affiliation_string":"Moffitt Cancer Center Department of Molecular Oncology, , Tampa, FL 33612,","institution_ids":["https://openalex.org/I3019308854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123384104","display_name":"Vanessa Rubio","orcid":null},"institutions":[{"id":"https://openalex.org/I3019308854","display_name":"Moffitt Cancer Center","ror":"https://ror.org/01xf75524","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I3019308854"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vanessa Rubio","raw_affiliation_strings":["Moffitt Cancer Center Department of Molecular Oncology, , Tampa, FL 33612,"],"affiliations":[{"raw_affiliation_string":"Moffitt Cancer Center Department of Molecular Oncology, , Tampa, FL 33612,","institution_ids":["https://openalex.org/I3019308854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123387484","display_name":"Augustine Takyi","orcid":null},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]},{"id":"https://openalex.org/I2801159745","display_name":"Huntsman Cancer Institute","ror":"https://ror.org/03v7tx966","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801159745","https://openalex.org/I4210148268"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Augustine Takyi","raw_affiliation_strings":["University of Utah Department of Nutrition and Integrative Physiology, , Salt Lake City, UT 84112,","University of Utah Huntsman Cancer Institute, , Salt Lake City, UT 84112,"],"affiliations":[{"raw_affiliation_string":"University of Utah Department of Nutrition and Integrative Physiology, , Salt Lake City, UT 84112,","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"University of Utah Huntsman Cancer Institute, , Salt Lake City, UT 84112,","institution_ids":["https://openalex.org/I2801159745"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074087709","display_name":"Noah Sulman","orcid":null},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Noah Sulman","raw_affiliation_strings":["University of South Florida Health Informatics Institute, , Tampa, FL 33612,"],"affiliations":[{"raw_affiliation_string":"University of South Florida Health Informatics Institute, , Tampa, FL 33612,","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123445662","display_name":"Christopher Wilson","orcid":null},"institutions":[{"id":"https://openalex.org/I3019308854","display_name":"Moffitt Cancer Center","ror":"https://ror.org/01xf75524","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I3019308854"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Wilson","raw_affiliation_strings":["Moffitt Cancer Center Department of Biostatistics and Bioinformatics, , Tampa, FL 33612,"],"affiliations":[{"raw_affiliation_string":"Moffitt Cancer Center Department of Biostatistics and Bioinformatics, , Tampa, FL 33612,","institution_ids":["https://openalex.org/I3019308854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001890985","display_name":"Hayley D. Ackerman","orcid":"https://orcid.org/0000-0002-1094-7949"},"institutions":[{"id":"https://openalex.org/I3019308854","display_name":"Moffitt Cancer Center","ror":"https://ror.org/01xf75524","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I3019308854"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hayley D Ackerman","raw_affiliation_strings":["Moffitt Cancer Center Cancer Biology and Evolution Program, , Tampa, FL 33612,","Moffitt Cancer Center Department of Molecular Oncology, , Tampa, FL 33612,"],"affiliations":[{"raw_affiliation_string":"Moffitt Cancer Center Cancer Biology and Evolution Program, , Tampa, FL 33612,","institution_ids":["https://openalex.org/I3019308854"]},{"raw_affiliation_string":"Moffitt Cancer Center Department of Molecular Oncology, , Tampa, FL 33612,","institution_ids":["https://openalex.org/I3019308854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082157049","display_name":"Oscar E. Ospina","orcid":"https://orcid.org/0000-0001-5986-4207"},"institutions":[{"id":"https://openalex.org/I3019308854","display_name":"Moffitt Cancer Center","ror":"https://ror.org/01xf75524","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I3019308854"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Oscar E Ospina","raw_affiliation_strings":["Moffitt Cancer Center Department of Biostatistics and Bioinformatics, , Tampa, FL 33612,"],"affiliations":[{"raw_affiliation_string":"Moffitt Cancer Center Department of Biostatistics and Bioinformatics, , Tampa, FL 33612,","institution_ids":["https://openalex.org/I3019308854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011934805","display_name":"Guillermo Gonz\u00e1lez-Calder\u00f3n","orcid":null},"institutions":[{"id":"https://openalex.org/I3019308854","display_name":"Moffitt Cancer Center","ror":"https://ror.org/01xf75524","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I3019308854"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guillermo Gonzalez-Calderon","raw_affiliation_strings":["Moffitt Cancer Center Department of Biostatistics and Bioinformatics, , Tampa, FL 33612,"],"affiliations":[{"raw_affiliation_string":"Moffitt Cancer Center Department of Biostatistics and Bioinformatics, , Tampa, FL 33612,","institution_ids":["https://openalex.org/I3019308854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047796311","display_name":"E. Flores","orcid":null},"institutions":[{"id":"https://openalex.org/I3019308854","display_name":"Moffitt Cancer Center","ror":"https://ror.org/01xf75524","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I3019308854"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elsa R Flores","raw_affiliation_strings":["Moffitt Cancer Center Cancer Biology and Evolution Program, , Tampa, FL 33612,","Moffitt Cancer Center Department of Molecular Oncology, , Tampa, FL 33612,"],"affiliations":[{"raw_affiliation_string":"Moffitt Cancer Center Cancer Biology and Evolution Program, , Tampa, FL 33612,","institution_ids":["https://openalex.org/I3019308854"]},{"raw_affiliation_string":"Moffitt Cancer Center Department of Molecular Oncology, , Tampa, FL 33612,","institution_ids":["https://openalex.org/I3019308854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058624947","display_name":"Qian Li","orcid":"https://orcid.org/0009-0001-6153-8491"},"institutions":[{"id":"https://openalex.org/I1313298211","display_name":"St. Jude Children's Research Hospital","ror":"https://ror.org/02r3e0967","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1313298211","https://openalex.org/I2802152183"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qian Li","raw_affiliation_strings":["St. Jude Children\u2019s Research Hospital Department of Biostatistics, , Memphis, TN 38105,"],"affiliations":[{"raw_affiliation_string":"St. Jude Children\u2019s Research Hospital Department of Biostatistics, , Memphis, TN 38105,","institution_ids":["https://openalex.org/I1313298211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101802416","display_name":"Ann Chen","orcid":"https://orcid.org/0000-0001-6199-3382"},"institutions":[{"id":"https://openalex.org/I1328594524","display_name":"Children's Mercy Hospital","ror":"https://ror.org/04zfmcq84","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1328594524"]},{"id":"https://openalex.org/I4210148341","display_name":"Mercy Research","ror":"https://ror.org/03j99w497","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210148341"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ann Chen","raw_affiliation_strings":["Children\u2019s Mercy Research Institute Division of Health Services and Outcome Research, , Kansas City, MO 64108,"],"affiliations":[{"raw_affiliation_string":"Children\u2019s Mercy Research Institute Division of Health Services and Outcome Research, , Kansas City, MO 64108,","institution_ids":["https://openalex.org/I4210148341","https://openalex.org/I1328594524"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Brooke L Fridley","orcid":null},"institutions":[{"id":"https://openalex.org/I1328594524","display_name":"Children's Mercy Hospital","ror":"https://ror.org/04zfmcq84","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1328594524"]},{"id":"https://openalex.org/I4210148341","display_name":"Mercy Research","ror":"https://ror.org/03j99w497","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210148341"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brooke L Fridley","raw_affiliation_strings":["Children\u2019s Mercy Research Institute Division of Health Services and Outcome Research, , Kansas City, MO 64108,"],"affiliations":[{"raw_affiliation_string":"Children\u2019s Mercy Research Institute Division of Health Services and Outcome Research, , Kansas City, MO 64108,","institution_ids":["https://openalex.org/I4210148341","https://openalex.org/I1328594524"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087467089","display_name":"Paul A. Stewart","orcid":"https://orcid.org/0000-0003-0882-308X"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]},{"id":"https://openalex.org/I2801159745","display_name":"Huntsman Cancer Institute","ror":"https://ror.org/03v7tx966","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801159745","https://openalex.org/I4210148268"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul A Stewart","raw_affiliation_strings":["University of Utah Department of Nutrition and Integrative Physiology, , Salt Lake City, UT 84112,","University of Utah Huntsman Cancer Institute, , Salt Lake City, UT 84112,"],"affiliations":[{"raw_affiliation_string":"University of Utah Department of Nutrition and Integrative Physiology, , Salt Lake City, UT 84112,","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"University of Utah Huntsman Cancer Institute, , Salt Lake City, UT 84112,","institution_ids":["https://openalex.org/I2801159745"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":15,"corresponding_author_ids":["https://openalex.org/A5064792363"],"corresponding_institution_ids":["https://openalex.org/I3019308854"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":{"value":3618,"currency":"USD","value_usd":3618},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15845995,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"42","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.7080000042915344,"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/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.7080000042915344,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.0763000026345253,"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/T10932","display_name":"Microbial Metabolic Engineering and Bioproduction","score":0.049300000071525574,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bioconductor","display_name":"Bioconductor","score":0.9779000282287598},{"id":"https://openalex.org/keywords/r-package","display_name":"R package","score":0.7479000091552734},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.6984000205993652},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5544999837875366},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5182999968528748},{"id":"https://openalex.org/keywords/software-package","display_name":"Software package","score":0.4120999872684479},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.3878999948501587}],"concepts":[{"id":"https://openalex.org/C2779694297","wikidata":"https://www.wikidata.org/wiki/Q2888953","display_name":"Bioconductor","level":3,"score":0.9779000282287598},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7958999872207642},{"id":"https://openalex.org/C2984074130","wikidata":"https://www.wikidata.org/wiki/Q73539779","display_name":"R package","level":2,"score":0.7479000091552734},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.6984000205993652},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5544999837875366},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5182999968528748},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4480000138282776},{"id":"https://openalex.org/C3020440742","wikidata":"https://www.wikidata.org/wiki/Q1176855","display_name":"Software package","level":3,"score":0.4120999872684479},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38909998536109924},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.3878999948501587},{"id":"https://openalex.org/C2988963302","wikidata":"https://www.wikidata.org/wiki/Q629206","display_name":"Program code","level":2,"score":0.35670000314712524},{"id":"https://openalex.org/C199519371","wikidata":"https://www.wikidata.org/wiki/Q942695","display_name":"Source lines of code","level":3,"score":0.33340001106262207},{"id":"https://openalex.org/C2984968299","wikidata":"https://www.wikidata.org/wiki/Q1077784","display_name":"Software tool","level":3,"score":0.3215999901294708},{"id":"https://openalex.org/C2983685735","wikidata":"https://www.wikidata.org/wiki/Q5227355","display_name":"Data source","level":2,"score":0.31869998574256897},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3151000142097473},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3068999946117401},{"id":"https://openalex.org/C162319229","wikidata":"https://www.wikidata.org/wiki/Q175263","display_name":"Data structure","level":2,"score":0.28220000863075256},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2689000070095062},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.25999999046325684}],"mesh":[{"descriptor_ui":"D000095028","descriptor_name":"Multiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000095028","descriptor_name":"Multiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000095028","descriptor_name":"Multiomics","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":"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":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D040901","descriptor_name":"Proteomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D040901","descriptor_name":"Proteomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D040901","descriptor_name":"Proteomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1093/bioinformatics/btag030","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btag030","pdf_url":null,"source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:41555479","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41555479","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:pubmedcentral.nih.gov:12925246","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12925246/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btag030","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btag030","pdf_url":null,"source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1502421007","https://openalex.org/W1966327575","https://openalex.org/W2023461603","https://openalex.org/W2132555912","https://openalex.org/W2136787567","https://openalex.org/W2156247618","https://openalex.org/W2345356016","https://openalex.org/W2483024785","https://openalex.org/W2611654275","https://openalex.org/W3125330584","https://openalex.org/W4381248780"],"related_works":[],"abstract_inverted_index":{"iModMix":[0],"is":[1,13],"freely":[2],"available":[3,15,28],"from":[4,16,29],"Bioconductor":[5,17],"(https://bioconductor.org/packages/release/bioc/html/iModMix.html),":[6],"and":[7,25],"the":[8],"example":[9],"dataset":[10],"package":[11,22],"(iModMixData)":[12],"also":[14],"(https://bioconductor.org/packages/release/":[18],"data/experiment/html/iModMixData.html).":[19],"The":[20],"R":[21],"source":[23],"code":[24],"Docker":[26],"are":[27],"GitHub:":[30],"https://github.com/biodatalab/iModMix.":[31],"Shiny":[32],"application":[33],"can":[34],"be":[35],"accessed":[36],"at:":[37],"https://imodmix.moffitt.org.":[38]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2026-01-21T00:00:00"}
