{"id":"https://openalex.org/W4409851769","doi":"https://doi.org/10.1186/s12859-025-06130-3","title":"FastQTLmapping: an ultra-fast and memory efficient package for mQTL-like analysis","display_name":"FastQTLmapping: an ultra-fast and memory efficient package for mQTL-like analysis","publication_year":2025,"publication_date":"2025-04-27","ids":{"openalex":"https://openalex.org/W4409851769","doi":"https://doi.org/10.1186/s12859-025-06130-3","pmid":"https://pubmed.ncbi.nlm.nih.gov/40289089"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-025-06130-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-025-06130-3","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-025-06130-3","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/s12859-025-06130-3","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018048393","display_name":"Xingjian Gao","orcid":"https://orcid.org/0000-0002-6142-8102"},"institutions":[{"id":"https://openalex.org/I2799773085","display_name":"Nanjing General Hospital of Nanjing Military Command","ror":"https://ror.org/04kmpyd03","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2799773085"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingjian Gao","raw_affiliation_strings":["National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I2799773085"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100414545","display_name":"Jiarui Li","orcid":"https://orcid.org/0000-0003-0581-5850"},"institutions":[{"id":"https://openalex.org/I4210096013","display_name":"Shanghai Institute of Nutrition and Health","ror":"https://ror.org/00rytkh49","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210096013"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiarui Li","raw_affiliation_strings":["CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China","institution_ids":["https://openalex.org/I4210096013","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004592229","display_name":"Xinxuan Liu","orcid":"https://orcid.org/0000-0002-1653-1434"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2801577699","display_name":"Beijing Institute of Genomics","ror":"https://ror.org/049gn7z52","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2801577699"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinxuan Liu","raw_affiliation_strings":["Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, China National Center for Bioinformation, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, China National Center for Bioinformation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I2801577699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040107443","display_name":"Qianqian Peng","orcid":"https://orcid.org/0000-0002-2018-5706"},"institutions":[{"id":"https://openalex.org/I4210096013","display_name":"Shanghai Institute of Nutrition and Health","ror":"https://ror.org/00rytkh49","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210096013"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianqian Peng","raw_affiliation_strings":["CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China","institution_ids":["https://openalex.org/I4210096013","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027537669","display_name":"Han Jing","orcid":"https://orcid.org/0000-0003-4211-1975"},"institutions":[{"id":"https://openalex.org/I4210096013","display_name":"Shanghai Institute of Nutrition and Health","ror":"https://ror.org/00rytkh49","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210096013"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Jing","raw_affiliation_strings":["CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China","institution_ids":["https://openalex.org/I4210096013","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052432186","display_name":"Sibte Hadi","orcid":"https://orcid.org/0000-0002-2994-3083"},"institutions":[{"id":"https://openalex.org/I4210142658","display_name":"Naif Arab University for Security Sciences","ror":"https://ror.org/049c46160","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210142658"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Sibte Hadi","raw_affiliation_strings":["Department of Forensic Sciences, College of Criminal Justice, Naif Arab University of Security Sciences, 11452, Riyadh, Kingdom of Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Forensic Sciences, College of Criminal Justice, Naif Arab University of Security Sciences, 11452, Riyadh, Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I4210142658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041076064","display_name":"Andrew E. Teschendorff","orcid":"https://orcid.org/0000-0001-7410-6527"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2801577699","display_name":"Beijing Institute of Genomics","ror":"https://ror.org/049gn7z52","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2801577699"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Andrew E. Teschendorff","raw_affiliation_strings":["Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, China National Center for Bioinformation, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, China National Center for Bioinformation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I2801577699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100321889","display_name":"Sijia Wang","orcid":"https://orcid.org/0000-0003-2573-5030"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I2801577699","display_name":"Beijing Institute of Genomics","ror":"https://ror.org/049gn7z52","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2801577699"]},{"id":"https://openalex.org/I82760581","display_name":"Taizhou University","ror":"https://ror.org/04fzhyx73","country_code":"CN","type":"education","lineage":["https://openalex.org/I82760581"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sijia Wang","raw_affiliation_strings":["Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming, China","Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, China National Center for Bioinformation, Chinese Academy of Sciences, Beijing, China","Taizhou Institute of Health Sciences, Fudan University, Taizhou, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, China National Center for Bioinformation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I2801577699"]},{"raw_affiliation_string":"Taizhou Institute of Health Sciences, Fudan University, Taizhou, Jiangsu, China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I82760581"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091832997","display_name":"Fan Liu","orcid":"https://orcid.org/0000-0001-9241-8161"},"institutions":[{"id":"https://openalex.org/I4210142658","display_name":"Naif Arab University for Security Sciences","ror":"https://ror.org/049c46160","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210142658"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Fan Liu","raw_affiliation_strings":["Department of Forensic Sciences, College of Criminal Justice, Naif Arab University of Security Sciences, 11452, Riyadh, Kingdom of Saudi Arabia. fliu@nauss.edu.sa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Forensic Sciences, College of Criminal Justice, Naif Arab University of Security Sciences, 11452, Riyadh, Kingdom of Saudi Arabia. fliu@nauss.edu.sa","institution_ids":["https://openalex.org/I4210142658"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5091832997"],"corresponding_institution_ids":["https://openalex.org/I4210142658"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":{"value":2790,"currency":"USD","value_usd":2790},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07909852,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"26","issue":"1","first_page":"112","last_page":"112"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10261","display_name":"Genetic Associations and Epidemiology","score":0.8884000182151794,"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":0.8884000182151794,"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/T11468","display_name":"Genetic Mapping and Diversity in Plants and Animals","score":0.08259999752044678,"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/T10269","display_name":"Epigenetics and DNA Methylation","score":0.005200000014156103,"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/computer-science","display_name":"Computer science","score":0.5793757438659668},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4508780837059021},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2538915276527405}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5793757438659668},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4508780837059021},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2538915276527405}],"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":"D019175","descriptor_name":"DNA Methylation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019175","descriptor_name":"DNA Methylation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019175","descriptor_name":"DNA Methylation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019175","descriptor_name":"DNA Methylation","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":"D040641","descriptor_name":"Quantitative Trait Loci","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D040641","descriptor_name":"Quantitative Trait Loci","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D040641","descriptor_name":"Quantitative Trait Loci","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D040641","descriptor_name":"Quantitative Trait Loci","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12859-025-06130-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-025-06130-3","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-025-06130-3","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:40289089","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40289089","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:pubmedcentral.nih.gov:12036243","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12036243","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"},{"id":"pmh:oai:doaj.org/article:424349aab6384ca5822a4cb028ea2654","is_oa":true,"landing_page_url":"https://doaj.org/article/424349aab6384ca5822a4cb028ea2654","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 1-8 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12859-025-06130-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-025-06130-3","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-025-06130-3","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":[{"id":"https://openalex.org/G698030501","display_name":null,"funder_award_id":"NAUSS-23-R18","funder_id":"https://openalex.org/F4320319362","funder_display_name":"Naif Arab University for Security Sciences"},{"id":"https://openalex.org/G8159976438","display_name":null,"funder_award_id":"2023ZB686","funder_id":"https://openalex.org/F4320326694","funder_display_name":"Jiangsu Provincial Department of Human Resources and Social Security"},{"id":"https://openalex.org/G8317475534","display_name":null,"funder_award_id":"81930056","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G875591309","display_name":null,"funder_award_id":"2018YFC0910403","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320319362","display_name":"Naif Arab University for Security Sciences","ror":"https://ror.org/049c46160"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326694","display_name":"Jiangsu Provincial Department of Human Resources and Social Security","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409851769.pdf","grobid_xml":"https://content.openalex.org/works/W4409851769.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W1964895626","https://openalex.org/W2100697281","https://openalex.org/W2104598367","https://openalex.org/W2105381419","https://openalex.org/W2146273335","https://openalex.org/W2241686927","https://openalex.org/W2346832371","https://openalex.org/W2983859156","https://openalex.org/W4394956516"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"BACKGROUND:":[0],"FastQTLmapping":[1,50,127],"addresses":[2],"the":[3,112,150],"need":[4],"for":[5,161],"an":[6,78],"ultra-fast":[7],"and":[8,24,46,61,74,107,137,156],"memory-efficient":[9],"solver":[10],"capable":[11],"of":[12,22,80,98],"handling":[13],"exhaustive":[14],"multiple":[15],"regression":[16],"analysis":[17,115],"with":[18,85,119,145],"a":[19,52,86,94,135],"vast":[20],"number":[21],"dependent":[23],"explanatory":[25],"variables,":[26],"including":[27],"covariates.":[28,146],"This":[29,147],"challenge":[30],"is":[31,51],"especially":[32],"pronounced":[33],"in":[34,89,116],"methylation":[35],"quantitative":[36],"trait":[37],"loci":[38],"(mQTL)-like":[39],"analysis,":[40],"which":[41],"typically":[42],"involves":[43],"high-dimensional":[44],"genetic":[45],"epigenetic":[47],"data.":[48],"RESULTS:":[49],"precompiled":[53],"C++":[54],"software":[55],"solution":[56,148],"accelerated":[57],"by":[58,133],"Intel":[59],"MKL":[60],"GSL,":[62],"freely":[63],"available":[64],"at":[65],"https://github.com/Fun-Gene/fastQTLmapping":[66],".":[67],"Compared":[68],"to":[69,152],"state-of-the-art":[70],"methods":[71],"(MatrixEQTL,":[72],"FastQTL,":[73],"TensorQTL),":[75],"fastQTLmapping":[76,110],"demonstrated":[77],"order":[79],"magnitude":[81],"speed":[82],"improvement,":[83],"coupled":[84],"marked":[87],"reduction":[88],"peak":[90,123],"memory":[91,124],"usage.":[92,125],"In":[93],"large":[95],"dataset":[96],"consisting":[97],"3500":[99],"individuals,":[100],"8":[101],"million":[102,105],"SNPs,":[103],"0.8":[104],"CpGs,":[106],"20":[108],"covariates,":[109],"completed":[111],"entire":[113],"mQTL":[114,131],"4.5":[117],"h":[118],"only":[120],"13.1":[121],"GB":[122],"CONCLUSIONS:":[126],"effectively":[128],"expedites":[129],"comprehensive":[130],"analyses":[132],"providing":[134],"robust":[136],"generic":[138],"approach":[139],"that":[140],"accommodates":[141],"large-scale":[142],"genomic":[143],"datasets":[144],"has":[149],"potential":[151],"streamline":[153],"mQTL-like":[154],"studies":[155],"inform":[157],"future":[158],"method":[159],"development":[160],"efficient":[162],"computational":[163],"genomics.":[164]},"counts_by_year":[],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}
