{"id":"https://openalex.org/W2014826652","doi":"https://doi.org/10.1093/nar/gkq324","title":"i-GSEA4GWAS: a web server for identification of pathways/gene sets associated with traits by applying an improved gene set enrichment analysis to genome-wide association study","display_name":"i-GSEA4GWAS: a web server for identification of pathways/gene sets associated with traits by applying an improved gene set enrichment analysis to genome-wide association study","publication_year":2010,"publication_date":"2010-04-30","ids":{"openalex":"https://openalex.org/W2014826652","doi":"https://doi.org/10.1093/nar/gkq324","mag":"2014826652","pmid":"https://pubmed.ncbi.nlm.nih.gov/20435672"},"language":"en","primary_location":{"id":"doi:10.1093/nar/gkq324","is_oa":true,"landing_page_url":"https://doi.org/10.1093/nar/gkq324","pdf_url":"https://academic.oup.com/nar/article-pdf/38/suppl_2/W90/3842706/gkq324.pdf","source":{"id":"https://openalex.org/S134668137","display_name":"Nucleic Acids Research","issn_l":"0305-1048","issn":["0305-1048","1362-4954","1362-4962"],"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-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nucleic Acids Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://academic.oup.com/nar/article-pdf/38/suppl_2/W90/3842706/gkq324.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100324049","display_name":"Kai Zhang","orcid":"https://orcid.org/0000-0003-2800-0531"},"institutions":[{"id":"https://openalex.org/I4210131870","display_name":"Institute of Psychology, Chinese Academy of Sciences","ror":"https://ror.org/03j7v5j15","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210131870"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"K. Zhang","raw_affiliation_strings":["Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, 100101, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, 100101, Beijing, China","institution_ids":["https://openalex.org/I4210131870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102761783","display_name":"Sijia Cui","orcid":"https://orcid.org/0009-0004-7304-9064"},"institutions":[{"id":"https://openalex.org/I4210131870","display_name":"Institute of Psychology, Chinese Academy of Sciences","ror":"https://ror.org/03j7v5j15","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210131870"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"S. Cui","raw_affiliation_strings":["Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, 100101, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, 100101, Beijing, China","institution_ids":["https://openalex.org/I4210131870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071710594","display_name":"Shan Chang","orcid":"https://orcid.org/0000-0001-7169-9398"},"institutions":[{"id":"https://openalex.org/I4210131870","display_name":"Institute of Psychology, Chinese Academy of Sciences","ror":"https://ror.org/03j7v5j15","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210131870"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"S. Chang","raw_affiliation_strings":["Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, 100101, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, 100101, Beijing, China","institution_ids":["https://openalex.org/I4210131870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100359611","display_name":"Lina Zhang","orcid":"https://orcid.org/0000-0001-5804-2252"},"institutions":[{"id":"https://openalex.org/I4210131870","display_name":"Institute of Psychology, Chinese Academy of Sciences","ror":"https://ror.org/03j7v5j15","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210131870"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"L. Zhang","raw_affiliation_strings":["Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, 100101, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, 100101, Beijing, China","institution_ids":["https://openalex.org/I4210131870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100378683","display_name":"Jing Wang","orcid":"https://orcid.org/0000-0003-2775-9001"},"institutions":[{"id":"https://openalex.org/I4210131870","display_name":"Institute of Psychology, Chinese Academy of Sciences","ror":"https://ror.org/03j7v5j15","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210131870"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"J. Wang","raw_affiliation_strings":["Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, 100101, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, 100101, Beijing, China","institution_ids":["https://openalex.org/I4210131870"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100378683"],"corresponding_institution_ids":["https://openalex.org/I4210131870"],"apc_list":{"value":3630,"currency":"USD","value_usd":3630},"apc_paid":{"value":3630,"currency":"USD","value_usd":3630},"fwci":6.3093,"has_fulltext":true,"cited_by_count":179,"citation_normalized_percentile":{"value":0.97350087,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"38","issue":"Web Server","first_page":"W90","last_page":"W95"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9994999766349792,"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":0.9994999766349792,"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/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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":0.9914000034332275,"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/genome-wide-association-study","display_name":"Genome-wide association study","score":0.8917185068130493},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.7705826163291931},{"id":"https://openalex.org/keywords/single-nucleotide-polymorphism","display_name":"Single-nucleotide polymorphism","score":0.6291991472244263},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.5954622030258179},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.5464571118354797},{"id":"https://openalex.org/keywords/snp","display_name":"SNP","score":0.5342036485671997},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.5007681846618652},{"id":"https://openalex.org/keywords/genetic-association","display_name":"Genetic association","score":0.49964427947998047},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.46744832396507263},{"id":"https://openalex.org/keywords/genotype","display_name":"Genotype","score":0.29839396476745605}],"concepts":[{"id":"https://openalex.org/C106208931","wikidata":"https://www.wikidata.org/wiki/Q1098876","display_name":"Genome-wide association study","level":5,"score":0.8917185068130493},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.7705826163291931},{"id":"https://openalex.org/C153209595","wikidata":"https://www.wikidata.org/wiki/Q501128","display_name":"Single-nucleotide polymorphism","level":4,"score":0.6291991472244263},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.5954622030258179},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.5464571118354797},{"id":"https://openalex.org/C139275648","wikidata":"https://www.wikidata.org/wiki/Q17134011","display_name":"SNP","level":5,"score":0.5342036485671997},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.5007681846618652},{"id":"https://openalex.org/C186413461","wikidata":"https://www.wikidata.org/wiki/Q744727","display_name":"Genetic association","level":5,"score":0.49964427947998047},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.46744832396507263},{"id":"https://openalex.org/C135763542","wikidata":"https://www.wikidata.org/wiki/Q106016","display_name":"Genotype","level":3,"score":0.29839396476745605},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004194","descriptor_name":"Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D004194","descriptor_name":"Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D004194","descriptor_name":"Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D005796","descriptor_name":"Genes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005796","descriptor_name":"Genes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005796","descriptor_name":"Genes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055106","descriptor_name":"Genome-Wide Association Study","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055106","descriptor_name":"Genome-Wide Association Study","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055106","descriptor_name":"Genome-Wide Association Study","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.1093/nar/gkq324","is_oa":true,"landing_page_url":"https://doi.org/10.1093/nar/gkq324","pdf_url":"https://academic.oup.com/nar/article-pdf/38/suppl_2/W90/3842706/gkq324.pdf","source":{"id":"https://openalex.org/S134668137","display_name":"Nucleic Acids Research","issn_l":"0305-1048","issn":["0305-1048","1362-4954","1362-4962"],"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-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nucleic Acids Research","raw_type":"journal-article"},{"id":"pmid:20435672","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/20435672","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":"Nucleic acids research","raw_type":null},{"id":"pmh:oai:/ir.psych.ac.cn:311026/7245","is_oa":false,"landing_page_url":"http://ir.psych.ac.cn/handle/311026/7245","pdf_url":null,"source":{"id":"https://openalex.org/S4377196583","display_name":"Institutional Repository of Institute of Psychology, Chinese Academy of Sciences (Institute of Psychology, Chinese Academy of Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210131870","host_organization_name":"Institute of Psychology, Chinese Academy of Sciences","host_organization_lineage":["https://openalex.org/I4210131870"],"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":"Article"},{"id":"pmh:oai:ir.psych.ac.cn:311026/7245","is_oa":false,"landing_page_url":"http://ir.psych.ac.cn/handle/311026/7246","pdf_url":null,"source":{"id":"https://openalex.org/S4377196583","display_name":"Institutional Repository of Institute of Psychology, Chinese Academy of Sciences (Institute of Psychology, Chinese Academy of Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210131870","host_organization_name":"Institute of Psychology, Chinese Academy of Sciences","host_organization_lineage":["https://openalex.org/I4210131870"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:open-archive.highwire.org:nar:38/suppl_2/W90","is_oa":false,"landing_page_url":"http://nar.oxfordjournals.org/cgi/content/short/38/suppl_2/W90","pdf_url":null,"source":{"id":"https://openalex.org/S4406923041","display_name":"HighWire Press Open Archive","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"TEXT"},{"id":"pmh:oai:pubmedcentral.nih.gov:2896119","is_oa":true,"landing_page_url":"http://doi.org/10.1093/nar/gkq324","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Nucleic Acids Res","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/nar/gkq324","is_oa":true,"landing_page_url":"https://doi.org/10.1093/nar/gkq324","pdf_url":"https://academic.oup.com/nar/article-pdf/38/suppl_2/W90/3842706/gkq324.pdf","source":{"id":"https://openalex.org/S134668137","display_name":"Nucleic Acids Research","issn_l":"0305-1048","issn":["0305-1048","1362-4954","1362-4962"],"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-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nucleic Acids Research","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.44999998807907104}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320324787","display_name":"Peking University","ror":"https://ror.org/02v51f717"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2014826652.pdf","grobid_xml":"https://content.openalex.org/works/W2014826652.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W601111552","https://openalex.org/W1970674608","https://openalex.org/W1972906924","https://openalex.org/W1991160835","https://openalex.org/W1998003466","https://openalex.org/W2006543991","https://openalex.org/W2041467022","https://openalex.org/W2044833878","https://openalex.org/W2049527386","https://openalex.org/W2051616601","https://openalex.org/W2066874799","https://openalex.org/W2084974619","https://openalex.org/W2087467445","https://openalex.org/W2096856875","https://openalex.org/W2103017472","https://openalex.org/W2105364679","https://openalex.org/W2108172198","https://openalex.org/W2108819945","https://openalex.org/W2110556769","https://openalex.org/W2111842731","https://openalex.org/W2112130449","https://openalex.org/W2116753165","https://openalex.org/W2117446594","https://openalex.org/W2123584222","https://openalex.org/W2124767974","https://openalex.org/W2126146261","https://openalex.org/W2130410032","https://openalex.org/W2134783591","https://openalex.org/W2137089630","https://openalex.org/W2141703917","https://openalex.org/W2153778605","https://openalex.org/W2159482845","https://openalex.org/W2159802515","https://openalex.org/W2160939409","https://openalex.org/W2163232110","https://openalex.org/W4210430020"],"related_works":["https://openalex.org/W2164855536","https://openalex.org/W1997352593","https://openalex.org/W2143489661","https://openalex.org/W3016573916","https://openalex.org/W1511048503","https://openalex.org/W4281711902","https://openalex.org/W3206555169","https://openalex.org/W3157359833","https://openalex.org/W3024317680","https://openalex.org/W2571299013"],"abstract_inverted_index":{"Genome-wide":[0],"association":[1],"study":[2],"(GWAS)":[3],"is":[4,88,177],"nowadays":[5],"widely":[6],"used":[7],"to":[8,43,45,66,68,99,106,147,168],"identify":[9],"genes":[10],"involved":[11],"in":[12,172],"human":[13],"complex":[14,173],"disease.":[15],"The":[16],"standard":[17],"GWAS":[18,67,95,114,149],"analysis":[19,61],"examines":[20],"SNPs/genes":[21],"independently":[22],"and":[23,49,79,166],"identifies":[24],"only":[25],"a":[26,52,110],"number":[27],"of":[28,38,55,102,113,138],"the":[29,35,74,81,153,163],"most":[30,93],"significant":[31,139],"SNPs.":[32],"It":[33],"ignores":[34],"combined":[36],"effect":[37],"weaker":[39],"SNPs/genes,":[40],"which":[41,87],"leads":[42],"difficulties":[44],"explore":[46],"biological":[47],"function":[48],"mechanism":[50],"from":[51],"systems":[53],"point":[54],"view.":[56],"Although":[57],"gene":[58],"set":[59],"enrichment":[60],"(GSEA)":[62],"has":[63,97],"been":[64],"introduced":[65],"overcome":[69],"these":[70],"limitations":[71],"by":[72,120,130],"identifying":[73],"correlation":[75],"between":[76],"pathways/gene":[77,133],"sets":[78,134],"traits,":[80],"heavy":[82],"dependence":[83],"on":[84,109,132],"genotype":[85],"data,":[86,150],"not":[89],"easily":[90],"available":[91,179],"for":[92,157],"published":[94],"investigations,":[96],"led":[98],"limited":[100],"application":[101],"it.":[103],"In":[104],"order":[105],"perform":[107],"GSEA":[108,119,128,156],"simple":[111],"list":[112],"SNP":[115,122],"P-values,":[116],"we":[117,151],"implemented":[118],"using":[121],"label":[123],"permutation.":[124],"We":[125],"further":[126],"improved":[127],"(i-GSEA)":[129],"focusing":[131],"with":[135],"high":[136],"proportion":[137],"genes.":[140],"To":[141],"provide":[142,169],"researchers":[143],"an":[144],"open":[145],"platform":[146],"analyze":[148],"developed":[152],"i-GSEA4GWAS":[154,161,176],"(improved":[155],"GWAS)":[158],"web":[159],"server.":[160],"implements":[162],"i-GSEA":[164],"approach":[165],"aims":[167],"new":[170],"insights":[171],"disease":[174],"studies.":[175],"freely":[178],"at":[180],"http://gsea4gwas.psych.ac.cn/.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":18},{"year":2017,"cited_by_count":20},{"year":2016,"cited_by_count":16},{"year":2015,"cited_by_count":23},{"year":2014,"cited_by_count":14},{"year":2013,"cited_by_count":15},{"year":2012,"cited_by_count":13}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
