{"id":"https://openalex.org/W2157031164","doi":"https://doi.org/10.1186/1471-2105-11-60","title":"Testing for mean and correlation changes in microarray experiments: an application for pathway analysis","display_name":"Testing for mean and correlation changes in microarray experiments: an application for pathway analysis","publication_year":2010,"publication_date":"2010-01-28","ids":{"openalex":"https://openalex.org/W2157031164","doi":"https://doi.org/10.1186/1471-2105-11-60","mag":"2157031164","pmid":"https://pubmed.ncbi.nlm.nih.gov/20109181"},"language":"en","primary_location":{"id":"doi:10.1186/1471-2105-11-60","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-11-60","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-11-60","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-11-60","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081603363","display_name":"Mayer Alvo","orcid":"https://orcid.org/0000-0002-9999-4185"},"institutions":[{"id":"https://openalex.org/I1288894424","display_name":"Health Canada","ror":"https://ror.org/05p8nb362","country_code":"CA","type":"funder","lineage":["https://openalex.org/I1288894424"]},{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Mayer Alvo","raw_affiliation_strings":["Environmental Health Science and Research Bureau, Environmental and Radiation Health Sciences Directorate, Health Canada, Ottawa, Ontario, Canada","Department of Mathematics and Statistics, University of Ottawa, Ottawa, ON K1N 6N5, Canada"],"affiliations":[{"raw_affiliation_string":"Environmental Health Science and Research Bureau, Environmental and Radiation Health Sciences Directorate, Health Canada, Ottawa, Ontario, Canada","institution_ids":["https://openalex.org/I1288894424"]},{"raw_affiliation_string":"Department of Mathematics and Statistics, University of Ottawa, Ottawa, ON K1N 6N5, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102995823","display_name":"Zhongzhu Liu","orcid":"https://orcid.org/0000-0002-6609-2791"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Zhongzhu Liu","raw_affiliation_strings":["Department of Mathematics and Statistics, University of Ottawa, Ottawa, ON K1N 6N5, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, University of Ottawa, Ottawa, ON K1N 6N5, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044032784","display_name":"Andrew Williams","orcid":"https://orcid.org/0000-0002-7637-7686"},"institutions":[{"id":"https://openalex.org/I1288894424","display_name":"Health Canada","ror":"https://ror.org/05p8nb362","country_code":"CA","type":"funder","lineage":["https://openalex.org/I1288894424"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Andrew Williams","raw_affiliation_strings":["Environmental Health Science and Research Bureau, Environmental and Radiation Health Sciences Directorate, Health Canada, Ottawa, ON K1A 0K9, Canada"],"affiliations":[{"raw_affiliation_string":"Environmental Health Science and Research Bureau, Environmental and Radiation Health Sciences Directorate, Health Canada, Ottawa, ON K1A 0K9, Canada","institution_ids":["https://openalex.org/I1288894424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077375577","display_name":"Carole L. Yauk","orcid":"https://orcid.org/0000-0002-6725-3454"},"institutions":[{"id":"https://openalex.org/I1288894424","display_name":"Health Canada","ror":"https://ror.org/05p8nb362","country_code":"CA","type":"funder","lineage":["https://openalex.org/I1288894424"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Carole Yauk","raw_affiliation_strings":["Environmental Health Science and Research Bureau, Environmental and Radiation Health Sciences Directorate, Health Canada, Ottawa, ON K1A 0K9, Canada"],"affiliations":[{"raw_affiliation_string":"Environmental Health Science and Research Bureau, Environmental and Radiation Health Sciences Directorate, Health Canada, Ottawa, ON K1A 0K9, Canada","institution_ids":["https://openalex.org/I1288894424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5081603363"],"corresponding_institution_ids":["https://openalex.org/I1288894424","https://openalex.org/I153718931"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":1.2166,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.78547165,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"11","issue":"1","first_page":"60","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9961000084877014,"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":0.9383999705314636,"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/dna-microarray","display_name":"DNA microarray","score":0.6215543746948242},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5913280248641968},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.5667691826820374},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.5621306896209717},{"id":"https://openalex.org/keywords/microarray","display_name":"Microarray","score":0.506280779838562},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4912518858909607},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.4883667826652527},{"id":"https://openalex.org/keywords/rank-correlation","display_name":"Rank correlation","score":0.4571622908115387},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4480665922164917},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4330992102622986},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4305034279823303},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.41919395327568054},{"id":"https://openalex.org/keywords/biological-pathway","display_name":"Biological pathway","score":0.41827476024627686},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.4081166386604309},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.2624449133872986},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2322705090045929},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.15889495611190796},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1382339596748352}],"concepts":[{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.6215543746948242},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5913280248641968},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.5667691826820374},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.5621306896209717},{"id":"https://openalex.org/C186836561","wikidata":"https://www.wikidata.org/wiki/Q1931516","display_name":"Microarray","level":4,"score":0.506280779838562},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4912518858909607},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.4883667826652527},{"id":"https://openalex.org/C101601086","wikidata":"https://www.wikidata.org/wiki/Q3753228","display_name":"Rank correlation","level":2,"score":0.4571622908115387},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4480665922164917},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4330992102622986},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4305034279823303},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.41919395327568054},{"id":"https://openalex.org/C9927688","wikidata":"https://www.wikidata.org/wiki/Q4915012","display_name":"Biological pathway","level":4,"score":0.41827476024627686},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.4081166386604309},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.2624449133872986},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2322705090045929},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.15889495611190796},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1382339596748352},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013223","descriptor_name":"Statistics as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013223","descriptor_name":"Statistics as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013223","descriptor_name":"Statistics as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015398","descriptor_name":"Signal Transduction","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D015398","descriptor_name":"Signal Transduction","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D015398","descriptor_name":"Signal Transduction","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D020543","descriptor_name":"Proteome","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D020543","descriptor_name":"Proteome","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D020543","descriptor_name":"Proteome","qualifier_ui":"Q000378","qualifier_name":"metabolism","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":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1186/1471-2105-11-60","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-11-60","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-11-60","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:20109181","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/20109181","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":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:doaj.org/article:5a794e9237884ad48cd718ee3877a95a","is_oa":true,"landing_page_url":"https://doaj.org/article/5a794e9237884ad48cd718ee3877a95a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics, Vol 11, Iss 1, p 60 (2010)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:3098106","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3098106","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":"BMC Bioinformatics","raw_type":"Text"},{"id":"pmh:oai:ruor.uottawa.ca:10393/33469","is_oa":false,"landing_page_url":"http://hdl.handle.net/10393/33469","pdf_url":null,"source":{"id":"https://openalex.org/S4306400902","display_name":"uO Research (University of Ottawa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I153718931","host_organization_name":"University of Ottawa","host_organization_lineage":["https://openalex.org/I153718931"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1186/1471-2105-11-60","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-11-60","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-11-60","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2157031164.pdf","grobid_xml":"https://content.openalex.org/works/W2157031164.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1514230952","https://openalex.org/W1535641839","https://openalex.org/W1792175597","https://openalex.org/W1965087202","https://openalex.org/W1970129369","https://openalex.org/W1971288976","https://openalex.org/W1998902445","https://openalex.org/W2005685435","https://openalex.org/W2009696139","https://openalex.org/W2020859582","https://openalex.org/W2021833443","https://openalex.org/W2026012474","https://openalex.org/W2037221910","https://openalex.org/W2056813207","https://openalex.org/W2061991901","https://openalex.org/W2100668965","https://openalex.org/W2118069309","https://openalex.org/W2123106337","https://openalex.org/W2130410032","https://openalex.org/W2138133187","https://openalex.org/W2139036189","https://openalex.org/W2139084975","https://openalex.org/W2154972152","https://openalex.org/W2159482845","https://openalex.org/W2160697532","https://openalex.org/W2167119716","https://openalex.org/W2257814140","https://openalex.org/W2582743722","https://openalex.org/W4294216483"],"related_works":["https://openalex.org/W2041540252","https://openalex.org/W2138580185","https://openalex.org/W2796636403","https://openalex.org/W2415545834","https://openalex.org/W170658859","https://openalex.org/W1483316219","https://openalex.org/W4310366902","https://openalex.org/W2490137852","https://openalex.org/W1986892844","https://openalex.org/W1974573031"],"abstract_inverted_index":{"The":[0,9,40],"data":[1],"indicate":[2],"the":[3,6,24,29,32,47,53,56],"advantages":[4],"of":[5,55],"rank":[7,33,57],"test.":[8],"method":[10],"can":[11],"distinguish":[12],"significant":[13],"changes":[14,22],"in":[15,23,43],"pathways":[16],"due":[17],"to":[18],"either":[19],"correlations":[20],"or":[21,26],"mean":[25],"both.":[27],"From":[28],"simulation":[30],"study":[31],"test":[34,58],"out":[35],"performed":[36],"Global":[37],"and":[38],"GSEA.":[39],"greatest":[41],"gain":[42],"performance":[44],"was":[45],"for":[46,60],"sample":[48],"size":[49],"case":[50],"which":[51],"makes":[52],"application":[54],"ideal":[59],"microarray":[61],"experiments.":[62]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":4}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}