{"id":"https://openalex.org/W4409486247","doi":"https://doi.org/10.1186/s12859-025-06119-y","title":"PRED-LD: efficient imputation of GWAS summary statistics","display_name":"PRED-LD: efficient imputation of GWAS summary statistics","publication_year":2025,"publication_date":"2025-04-16","ids":{"openalex":"https://openalex.org/W4409486247","doi":"https://doi.org/10.1186/s12859-025-06119-y","pmid":"https://pubmed.ncbi.nlm.nih.gov/40240925"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-025-06119-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-025-06119-y","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-025-06119-y","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","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/s12859-025-06119-y","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068554492","display_name":"\u0393\u03b5\u03ce\u03c1\u03b3\u03b9\u03bf\u03c2 \u039c\u03b1\u03bd\u03b9\u03cc\u03c2","orcid":null},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Georgios A. Manios","raw_affiliation_strings":["Department of Computer Science and Biomedical Informatics, University of Thessaly, 35131, Lamia, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Biomedical Informatics, University of Thessaly, 35131, Lamia, Greece","institution_ids":["https://openalex.org/I145722265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117168866","display_name":"Aikaterini Michailidi","orcid":null},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Aikaterini Michailidi","raw_affiliation_strings":["Department of Computer Science and Biomedical Informatics, University of Thessaly, 35131, Lamia, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Biomedical Informatics, University of Thessaly, 35131, Lamia, Greece","institution_ids":["https://openalex.org/I145722265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089349897","display_name":"Panagiota I. Kontou","orcid":"https://orcid.org/0000-0003-3321-7911"},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Panagiota I. Kontou","raw_affiliation_strings":["Department of Mathematics, University of Thessaly, 35131, Lamia, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Thessaly, 35131, Lamia, Greece","institution_ids":["https://openalex.org/I145722265"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035334094","display_name":"Pantelis G. Bagos","orcid":"https://orcid.org/0000-0003-4935-2325"},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Pantelis G. Bagos","raw_affiliation_strings":["Department of Computer Science and Biomedical Informatics, University of Thessaly, 35131, Lamia, Greece. pbagos@compgen.org"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Biomedical Informatics, University of Thessaly, 35131, Lamia, Greece. pbagos@compgen.org","institution_ids":["https://openalex.org/I145722265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I145722265"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":{"value":2790,"currency":"USD","value_usd":2790},"fwci":0.9754,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.74015423,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"26","issue":"1","first_page":"107","last_page":"107"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10261","display_name":"Genetic Associations and Epidemiology","score":0.996999979019165,"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"}},"topics":[{"id":"https://openalex.org/T10261","display_name":"Genetic Associations and Epidemiology","score":0.996999979019165,"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/T11642","display_name":"Genomics and Rare Diseases","score":0.0007999999797903001,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.0005000000237487257,"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":0.7132071256637573},{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.656021773815155},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.5058436393737793},{"id":"https://openalex.org/keywords/summary-statistics","display_name":"Summary statistics","score":0.48607614636421204},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4418477416038513},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43908464908599854},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40822333097457886},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33374515175819397},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2565463185310364},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18378597497940063},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.1653366982936859},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.14458683133125305},{"id":"https://openalex.org/keywords/single-nucleotide-polymorphism","display_name":"Single-nucleotide polymorphism","score":0.08777439594268799}],"concepts":[{"id":"https://openalex.org/C106208931","wikidata":"https://www.wikidata.org/wiki/Q1098876","display_name":"Genome-wide association study","level":5,"score":0.7132071256637573},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.656021773815155},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5058436393737793},{"id":"https://openalex.org/C32792767","wikidata":"https://www.wikidata.org/wiki/Q1370484","display_name":"Summary statistics","level":2,"score":0.48607614636421204},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4418477416038513},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43908464908599854},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40822333097457886},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33374515175819397},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2565463185310364},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18378597497940063},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.1653366982936859},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.14458683133125305},{"id":"https://openalex.org/C153209595","wikidata":"https://www.wikidata.org/wiki/Q501128","display_name":"Single-nucleotide polymorphism","level":4,"score":0.08777439594268799},{"id":"https://openalex.org/C135763542","wikidata":"https://www.wikidata.org/wiki/Q106016","display_name":"Genotype","level":3,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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":"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":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015810","descriptor_name":"Linkage Disequilibrium","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015810","descriptor_name":"Linkage Disequilibrium","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015810","descriptor_name":"Linkage Disequilibrium","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015810","descriptor_name":"Linkage Disequilibrium","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":false},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","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":false},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055106","descriptor_name":"Genome-Wide Association Study","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D055106","descriptor_name":"Genome-Wide Association Study","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D055106","descriptor_name":"Genome-Wide Association Study","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D055106","descriptor_name":"Genome-Wide Association Study","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12859-025-06119-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-025-06119-y","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-025-06119-y","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:40240925","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40240925","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:7765e46e27b04b16b19cdf69e789e3f7","is_oa":true,"landing_page_url":"https://doaj.org/article/7765e46e27b04b16b19cdf69e789e3f7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics, Vol 26, Iss 1, Pp 1-16 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12004831","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12004831","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12859-025-06119-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-025-06119-y","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-025-06119-y","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320326537","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409486247.pdf","grobid_xml":"https://content.openalex.org/works/W4409486247.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1973234126","https://openalex.org/W1974073207","https://openalex.org/W1980032585","https://openalex.org/W2090705041","https://openalex.org/W2114731689","https://openalex.org/W2123411711","https://openalex.org/W2146945563","https://openalex.org/W2150692563","https://openalex.org/W2154439634","https://openalex.org/W2155571190","https://openalex.org/W2159487337","https://openalex.org/W2162530578","https://openalex.org/W2166320441","https://openalex.org/W2171466894","https://openalex.org/W2398690791","https://openalex.org/W2559817772","https://openalex.org/W2735404270","https://openalex.org/W2791739584","https://openalex.org/W2802386870","https://openalex.org/W2806309723","https://openalex.org/W2904891280","https://openalex.org/W2951933558","https://openalex.org/W2969996045","https://openalex.org/W3126160703","https://openalex.org/W3128665475","https://openalex.org/W4225286463","https://openalex.org/W4240204556","https://openalex.org/W4394920457","https://openalex.org/W6959219552"],"related_works":["https://openalex.org/W2046260256","https://openalex.org/W1969865489","https://openalex.org/W4313323870","https://openalex.org/W4240106746","https://openalex.org/W4230369419","https://openalex.org/W2991725409","https://openalex.org/W2010875215","https://openalex.org/W2954772049","https://openalex.org/W1971018524","https://openalex.org/W3214045955"],"abstract_inverted_index":{"BACKGROUND:":[0],"Genome-wide":[1],"association":[2,159],"studies":[3],"have":[4],"identified":[5],"connections":[6],"between":[7,75],"genetic":[8,25,158],"variations":[9],"and":[10,37,83,173,182,194,223,235,256,270,288,296,306],"diseases,":[11],"but":[12],"they":[13],"only":[14],"examine":[15],"a":[16,192,229,236,244],"small":[17],"portion":[18],"of":[19,157,282],"single":[20,202],"nucleotide":[21,203],"polymorphisms.":[22],"To":[23],"enhance":[24,154],"findings,":[26],"researchers":[27],"suggest":[28],"imputing":[29],"genotypes":[30],"for":[31,77,94,107,147,200,247,259,304],"unmeasured":[32],"SNPs":[33],"to":[34,70,134,153,175,197,220,273,301],"improve":[35],"coverage":[36],"statistical":[38],"power.":[39],"When":[40],"this":[41,95,98,120],"is":[42,127,214],"not":[43],"possible,":[44],"summary":[45,56,112,149,177,261],"statistics":[46,57,113,150,168,262],"imputation":[47,58,114,145,218,290],"can":[48,100],"be":[49,101,298],"used":[50],"as":[51,65],"an":[52,144,254],"alternative.":[53],"The":[54,161,185,211],"available":[55],"tools":[59,303],"rely":[60],"on":[61],"reference":[62,87,109,131,276,294],"panels,":[63],"such":[64],"the":[66,122,125,130,155,248,271,279],"1000":[67],"Genomes":[68],"Project,":[69],"estimate":[71,198],"linkage":[72,166,208],"disequilibrium":[73,167,209],"(LD)":[74],"variants":[76,126],"accurate":[78,195,217,257],"imputation.":[79],"Tools":[80],"like":[81],"FAPI":[82],"SSIMP":[84],"use":[85,274],"these":[86],"panels":[88,110,295],"in":[89,111,117,227,308],"variant":[90],"call":[91],"format":[92],"(VCF)":[93],"purpose,":[96],"though":[97],"process":[99],"time-consuming.":[102],"A":[103],"more":[104],"effective":[105],"approach":[106,187],"processing":[108],"was":[115],"proposed":[116,162,212],"RAISS.":[118],"In":[119],"approach,":[121],"LD":[123,286],"among":[124],"precomputed":[128,165],"from":[129,169],"panel,":[132],"prior":[133],"imputation,":[135,263],"thereby":[136],"reducing":[137],"computational":[138],"time.":[139],"RESULTS:":[140],"We":[141],"present":[142],"PRED-LD,":[143],"method":[146,163,213,258],"GWAS":[148,260],"that":[151,188,205],"aims":[152],"resolution":[156],"analyses.":[160],"uses":[164],"HapMap,":[170],"Pheno":[171],"Scanner":[172],"TOP-LD":[174],"impute":[176],"statistics,":[178],"given":[179],"beta":[180],"coefficients":[181],"standard":[183],"errors.":[184],"single-point":[186],"we":[189],"describe":[190],"provides":[191,216],"fast":[193],"way":[196],"associations":[199],"untyped":[201],"polymorphisms":[204],"exhibit":[206],"high":[207],"(LD).":[210],"faster,":[215],"compared":[219],"existing":[221],"tools,":[222],"has":[224],"been":[225],"implemented":[226],"both":[228],"web":[230],"service":[231],"(":[232,239],"https://compgen.dib.uth.gr/PRED-LD/":[233],")":[234],"command-line":[237],"tool":[238],"https://github.com/pbagos/PRED-LD":[240],"),":[241],"making":[242],"it":[243],"useful":[245],"resource":[246],"research":[249],"community.":[250],"CONCLUSIONS:":[251],"PRED-LD":[252,283],"offers":[253],"efficient":[255],"providing":[264],"faster":[265],"performance,":[266],"direct":[267],"result":[268],"interpretation,":[269],"ability":[272],"multiple":[275],"panels.":[277],"Also,":[278],"online":[280],"version":[281],"simplifies":[284],"obtaining":[285],"information":[287],"performing":[289],"tasks":[291],"without":[292],"downloading":[293],"will":[297],"continuously":[299],"updated":[300],"support":[302],"meta-analysis":[305],"fine-mapping":[307],"GWAS.":[309]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
