{"id":"https://openalex.org/W2346862769","doi":"https://doi.org/10.3233/978-1-61499-645-3-253","title":"How Many Patients Could Benefit From Pre-emptive Pharmacogenomic Testing and Decision Support? A Retrospective Study Based on Nationwide Austrian Claims Data","display_name":"How Many Patients Could Benefit From Pre-emptive Pharmacogenomic Testing and Decision Support? A Retrospective Study Based on Nationwide Austrian Claims Data","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2346862769","doi":"https://doi.org/10.3233/978-1-61499-645-3-253","mag":"2346862769","pmid":"https://pubmed.ncbi.nlm.nih.gov/27139411"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-645-3-253","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-645-3-253","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006300318","display_name":"Wolfgang Kuch","orcid":null},"institutions":[{"id":"https://openalex.org/I1327969474","display_name":"Statistics Austria","ror":"https://ror.org/030j5vf66","country_code":"AT","type":"government","lineage":["https://openalex.org/I1327969474"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Kuch Wolfgang","raw_affiliation_strings":["Center for Medical Statistics, Informatics, and Intelligent Systems. Medical University of Vienna"],"affiliations":[{"raw_affiliation_string":"Center for Medical Statistics, Informatics, and Intelligent Systems. Medical University of Vienna","institution_ids":["https://openalex.org/I1327969474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071595948","display_name":"Claus Rinner","orcid":"https://orcid.org/0000-0002-3847-5664"},"institutions":[{"id":"https://openalex.org/I1327969474","display_name":"Statistics Austria","ror":"https://ror.org/030j5vf66","country_code":"AT","type":"government","lineage":["https://openalex.org/I1327969474"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Rinner Christoph","raw_affiliation_strings":["Center for Medical Statistics, Informatics, and Intelligent Systems. Medical University of Vienna"],"affiliations":[{"raw_affiliation_string":"Center for Medical Statistics, Informatics, and Intelligent Systems. Medical University of Vienna","institution_ids":["https://openalex.org/I1327969474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086010315","display_name":"Walter Gall","orcid":"https://orcid.org/0000-0002-3020-3840"},"institutions":[{"id":"https://openalex.org/I1327969474","display_name":"Statistics Austria","ror":"https://ror.org/030j5vf66","country_code":"AT","type":"government","lineage":["https://openalex.org/I1327969474"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Gall Walter","raw_affiliation_strings":["Center for Medical Statistics, Informatics, and Intelligent Systems. Medical University of Vienna"],"affiliations":[{"raw_affiliation_string":"Center for Medical Statistics, Informatics, and Intelligent Systems. Medical University of Vienna","institution_ids":["https://openalex.org/I1327969474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082184364","display_name":"Matthias Samwald","orcid":"https://orcid.org/0000-0002-4855-2571"},"institutions":[{"id":"https://openalex.org/I1327969474","display_name":"Statistics Austria","ror":"https://ror.org/030j5vf66","country_code":"AT","type":"government","lineage":["https://openalex.org/I1327969474"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Samwald Matthias","raw_affiliation_strings":["Center for Medical Statistics, Informatics, and Intelligent Systems. Medical University of Vienna"],"affiliations":[{"raw_affiliation_string":"Center for Medical Statistics, Informatics, and Intelligent Systems. Medical University of Vienna","institution_ids":["https://openalex.org/I1327969474"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006300318"],"corresponding_institution_ids":["https://openalex.org/I1327969474"],"apc_list":null,"apc_paid":null,"fwci":3.8915,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.89421158,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"223","issue":null,"first_page":"253","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10375","display_name":"Pharmacogenetics and Drug Metabolism","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3004","display_name":"Pharmacology"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10375","display_name":"Pharmacogenetics and Drug Metabolism","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3004","display_name":"Pharmacology"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12547","display_name":"Pharmaceutical studies and practices","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10582","display_name":"Ethics in Clinical Research","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pharmacogenomics","display_name":"Pharmacogenomics","score":0.6595920920372009},{"id":"https://openalex.org/keywords/retrospective-cohort-study","display_name":"Retrospective cohort study","score":0.6013674736022949},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4103184938430786},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4007127285003662},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3695276975631714},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.13568013906478882},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.0825251042842865}],"concepts":[{"id":"https://openalex.org/C170734499","wikidata":"https://www.wikidata.org/wiki/Q1152227","display_name":"Pharmacogenomics","level":2,"score":0.6595920920372009},{"id":"https://openalex.org/C167135981","wikidata":"https://www.wikidata.org/wiki/Q2146302","display_name":"Retrospective cohort study","level":2,"score":0.6013674736022949},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4103184938430786},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4007127285003662},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3695276975631714},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.13568013906478882},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.0825251042842865}],"mesh":[{"descriptor_ui":"D000071185","descriptor_name":"Pharmacogenomic Testing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000071185","descriptor_name":"Pharmacogenomic Testing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000071185","descriptor_name":"Pharmacogenomic Testing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001317","descriptor_name":"Austria","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001317","descriptor_name":"Austria","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001317","descriptor_name":"Austria","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":"D011307","descriptor_name":"Drug Prescriptions","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D011307","descriptor_name":"Drug Prescriptions","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D011307","descriptor_name":"Drug Prescriptions","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-645-3-253","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-645-3-253","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:27139411","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27139411","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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6399999856948853,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W2188516481"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166"],"abstract_inverted_index":{"Pre-emptive":[0],"pharmacogenetic":[1],"(PGx)":[2],"testing":[3,143],"combined":[4],"with":[5,61,94],"clinical":[6],"decision":[7,145],"support":[8],"is":[9],"a":[10,129],"promising":[11],"new":[12],"strategy":[13],"for":[14,39,60],"making":[15],"pharmacotherapy":[16],"safer":[17],"and":[18,47,74,144],"more":[19],"effective.":[20],"To":[21],"estimate":[22],"the":[23,44,51,83,90,97,118,138],"number":[24,52],"of":[25,53,71,96,106,132,140],"patients":[26,40,54,73,98,134],"whose":[27],"therapies":[28],"could":[29,135],"be":[30],"guided":[31],"by":[32,117],"this":[33],"approach,":[34],"we":[35],"analysed":[36],"claims":[37],"data":[38,126],"in":[41,43,82],"Austria":[42],"years":[45],"2006":[46],"2007.":[48],"We":[49],"calculated":[50],"receiving":[55,99],"one":[56,102,114],"or":[57],"several":[58],"drugs":[59],"pharmacogenomic":[62],"guidelines":[63],"are":[64],"available":[65],"(PGx":[66],"drugs).":[67],"The":[68],"cohort":[69],"consisted":[70],"6,761,034":[72],"was":[75],"split":[76],"into":[77],"four":[78],"age":[79,84],"groups.":[80],"Patients":[81],"group":[85],"&gt;=":[86],"65":[87,110],"were":[88],"prescribed":[89],"most":[91,120],"PGx":[92,103,142],"drugs,":[93],"72%":[95],"at":[100,112],"least":[101,113],"drug.":[104],"39.1%":[105],"all":[107],"people":[108],"over":[109],"received":[111],"drug":[115],"metabolized":[116],"three":[119],"frequent":[121],"cytochrome":[122],"P450":[123],"enzymes.":[124],"Our":[125],"indicate":[127],"that":[128],"sizable":[130],"fraction":[131],"elderly":[133],"profit":[136],"from":[137],"implementation":[139],"pre-emptive":[141],"support.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
