{"id":"https://openalex.org/W4306729561","doi":"https://doi.org/10.1093/bioinformatics/btac687","title":"CoxMKF: a knockoff filter for high-dimensional mediation analysis with a survival outcome in epigenetic studies","display_name":"CoxMKF: a knockoff filter for high-dimensional mediation analysis with a survival outcome in epigenetic studies","publication_year":2022,"publication_date":"2022-10-18","ids":{"openalex":"https://openalex.org/W4306729561","doi":"https://doi.org/10.1093/bioinformatics/btac687","pmid":"https://pubmed.ncbi.nlm.nih.gov/36255264"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btac687","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btac687","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/38/23/5229/47466033/btac687.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/38/23/5229/47466033/btac687.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000389671","display_name":"Peixin Tian","orcid":"https://orcid.org/0000-0003-4787-8059"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Peixin Tian","raw_affiliation_strings":["Department of Statistics and Actuarial Science, The University of Hong Kong , Pokfulam, Hong Kong SAR 999077, China"],"affiliations":[{"raw_affiliation_string":"Department of Statistics and Actuarial Science, The University of Hong Kong , Pokfulam, Hong Kong SAR 999077, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081104417","display_name":"Minhao Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Minhao Yao","raw_affiliation_strings":["Department of Statistics and Actuarial Science, The University of Hong Kong , Pokfulam, Hong Kong SAR 999077, China"],"affiliations":[{"raw_affiliation_string":"Department of Statistics and Actuarial Science, The University of Hong Kong , Pokfulam, Hong Kong SAR 999077, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038436626","display_name":"Tao Huang","orcid":"https://orcid.org/0000-0002-7086-570X"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Huang","raw_affiliation_strings":["Department of Epidemiology and Biostatistics, School of Public Health, Peking University , Beijing 100191, China","Key Laboratory of Molecular Cardiovascular Sciences (Peking University), Ministry of Education , Beijing 100191, China"],"affiliations":[{"raw_affiliation_string":"Department of Epidemiology and Biostatistics, School of Public Health, Peking University , Beijing 100191, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Key Laboratory of Molecular Cardiovascular Sciences (Peking University), Ministry of Education , Beijing 100191, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100413280","display_name":"Zhonghua Liu","orcid":"https://orcid.org/0000-0003-3048-9823"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhonghua Liu","raw_affiliation_strings":["Department of Biostatistics, Columbia University , New York, NY 10032, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biostatistics, Columbia University , New York, NY 10032, USA","institution_ids":["https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100413280"],"corresponding_institution_ids":["https://openalex.org/I78577930"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":null,"fwci":1.0293,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.751149,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"38","issue":"23","first_page":"5229","last_page":"5235"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10269","display_name":"Epigenetics and DNA Methylation","score":0.9991000294685364,"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/T10269","display_name":"Epigenetics and DNA Methylation","score":0.9991000294685364,"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":0.9866999983787537,"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/T10136","display_name":"Statistical Methods and Inference","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dna-methylation","display_name":"DNA methylation","score":0.705822229385376},{"id":"https://openalex.org/keywords/epigenetics","display_name":"Epigenetics","score":0.611586332321167},{"id":"https://openalex.org/keywords/false-discovery-rate","display_name":"False discovery rate","score":0.5432367324829102},{"id":"https://openalex.org/keywords/cpg-site","display_name":"CpG site","score":0.5130792856216431},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.49008214473724365},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4668266177177429},{"id":"https://openalex.org/keywords/methylation","display_name":"Methylation","score":0.44300639629364014},{"id":"https://openalex.org/keywords/survival-analysis","display_name":"Survival analysis","score":0.41499191522598267},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.39901143312454224},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3435976505279541},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.3433944284915924},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2705485224723816},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.2079523205757141},{"id":"https://openalex.org/keywords/dna","display_name":"DNA","score":0.19954583048820496},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.19274699687957764},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.13637468218803406}],"concepts":[{"id":"https://openalex.org/C190727270","wikidata":"https://www.wikidata.org/wiki/Q874745","display_name":"DNA methylation","level":4,"score":0.705822229385376},{"id":"https://openalex.org/C41091548","wikidata":"https://www.wikidata.org/wiki/Q26939","display_name":"Epigenetics","level":3,"score":0.611586332321167},{"id":"https://openalex.org/C193244246","wikidata":"https://www.wikidata.org/wiki/Q5432696","display_name":"False discovery rate","level":3,"score":0.5432367324829102},{"id":"https://openalex.org/C140173407","wikidata":"https://www.wikidata.org/wiki/Q1138358","display_name":"CpG site","level":5,"score":0.5130792856216431},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.49008214473724365},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4668266177177429},{"id":"https://openalex.org/C33288867","wikidata":"https://www.wikidata.org/wiki/Q518328","display_name":"Methylation","level":3,"score":0.44300639629364014},{"id":"https://openalex.org/C10515644","wikidata":"https://www.wikidata.org/wiki/Q543310","display_name":"Survival analysis","level":2,"score":0.41499191522598267},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.39901143312454224},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3435976505279541},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.3433944284915924},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2705485224723816},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.2079523205757141},{"id":"https://openalex.org/C552990157","wikidata":"https://www.wikidata.org/wiki/Q7430","display_name":"DNA","level":2,"score":0.19954583048820496},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.19274699687957764},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.13637468218803406},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.0}],"mesh":[{"descriptor_ui":"D000081983","descriptor_name":"Mediation Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000081983","descriptor_name":"Mediation Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000081983","descriptor_name":"Mediation Analysis","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":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D012907","descriptor_name":"Smoking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012907","descriptor_name":"Smoking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012907","descriptor_name":"Smoking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019175","descriptor_name":"DNA Methylation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019175","descriptor_name":"DNA Methylation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019175","descriptor_name":"DNA Methylation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D044127","descriptor_name":"Epigenesis, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D044127","descriptor_name":"Epigenesis, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D044127","descriptor_name":"Epigenesis, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1093/bioinformatics/btac687","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btac687","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/38/23/5229/47466033/btac687.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:36255264","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36255264","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics (Oxford, England)","raw_type":null}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btac687","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btac687","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/38/23/5229/47466033/btac687.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8700000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4306729561.pdf","grobid_xml":"https://content.openalex.org/works/W4306729561.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1490576214","https://openalex.org/W1930393877","https://openalex.org/W1943668628","https://openalex.org/W1965125844","https://openalex.org/W1969574651","https://openalex.org/W1976876708","https://openalex.org/W1997824331","https://openalex.org/W2001820152","https://openalex.org/W2036848594","https://openalex.org/W2067269986","https://openalex.org/W2082213488","https://openalex.org/W2110065044","https://openalex.org/W2131876608","https://openalex.org/W2132917208","https://openalex.org/W2152656267","https://openalex.org/W2153307798","https://openalex.org/W2595179827","https://openalex.org/W2787907277","https://openalex.org/W2947120713","https://openalex.org/W2963371845","https://openalex.org/W3016916364","https://openalex.org/W3098306969","https://openalex.org/W3128646645","https://openalex.org/W3147894994","https://openalex.org/W3191177528","https://openalex.org/W6629211988"],"related_works":["https://openalex.org/W2902329290","https://openalex.org/W2169344098","https://openalex.org/W2139872319","https://openalex.org/W2052355316","https://openalex.org/W2046964473","https://openalex.org/W2107880877","https://openalex.org/W2151182744","https://openalex.org/W2921336251","https://openalex.org/W2944524138","https://openalex.org/W2024490794"],"abstract_inverted_index":{"Supplementary":[0],"data":[1],"are":[2],"available":[3],"at":[4],"Bioinformatics":[5],"online.":[6]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4}],"updated_date":"2025-11-23T05:10:03.516525","created_date":"2025-10-10T00:00:00"}
