{"id":"https://openalex.org/W3206984525","doi":"https://doi.org/10.3389/fonc.2021.754427","title":"Gene-Guided Treatment Decision-Making in Non-Small Cell Lung Cancer \u2013 A Systematic Review","display_name":"Gene-Guided Treatment Decision-Making in Non-Small Cell Lung Cancer \u2013 A Systematic Review","publication_year":2021,"publication_date":"2021-10-12","ids":{"openalex":"https://openalex.org/W3206984525","doi":"https://doi.org/10.3389/fonc.2021.754427","mag":"3206984525","pmid":"https://pubmed.ncbi.nlm.nih.gov/34712614","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/8546351"},"language":"en","primary_location":{"id":"doi:10.3389/fonc.2021.754427","doi":"https://doi.org/10.3389/fonc.2021.754427","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fonc.2021.754427","pdf_url":"https://www.frontiersin.org/articles/10.3389/fonc.2021.754427/pdf","source":{"id":"https://openalex.org/S2596394214","display_name":"Frontiers in Oncology","issn_l":"2234-943X","issn":["2234-943X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Oncology","raw_type":"journal-article"},"volume":null,"type":"review","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/fonc.2021.754427/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024212445","display_name":"Jatta Saarenheimo","orcid":"https://orcid.org/0000-0002-2580-2830","observed_orcids":["https://orcid.org/0000-0002-2580-2830"]},"institutions":[{"id":"https://openalex.org/I4210103236","display_name":"Vaasa Central Hospital","ror":"https://ror.org/019xaj585","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I4210103236"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Jatta Saarenheimo","raw_affiliation_strings":["Department of Pathology, Vaasa Central Hospital, Vaasa, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology, Vaasa Central Hospital, Vaasa, Finland","institution_ids":["https://openalex.org/I4210103236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032931622","display_name":"Heidi Anders\u00e9n","orcid":"https://orcid.org/0000-0001-5923-5865","observed_orcids":["https://orcid.org/0000-0001-5923-5865"]},"institutions":[{"id":"https://openalex.org/I1335113835","display_name":"Karolinska University Hospital","ror":"https://ror.org/00m8d6786","country_code":"SE","type":"healthcare","lineage":["https://openalex.org/I1335113835"]},{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]},{"id":"https://openalex.org/I4210103236","display_name":"Vaasa Central Hospital","ror":"https://ror.org/019xaj585","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I4210103236"]},{"id":"https://openalex.org/I4387153886","display_name":"University of Tampere","ror":"https://ror.org/05p6qqk79","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849","https://openalex.org/I4387153886"]}],"countries":["FI","SE"],"is_corresponding":false,"raw_author_name":"Heidi Andersen","raw_affiliation_strings":["Department of Oncology, Vaasa Central Hospital, Vaasa, Finland","Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland","Tema Cancer, Karolinska University Hospital, Stockholm, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Oncology, Vaasa Central Hospital, Vaasa, Finland","institution_ids":["https://openalex.org/I4210103236"]},{"raw_affiliation_string":"Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland","institution_ids":["https://openalex.org/I166825849","https://openalex.org/I4387153886"]},{"raw_affiliation_string":"Tema Cancer, Karolinska University Hospital, Stockholm, Sweden","institution_ids":["https://openalex.org/I1335113835"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109414022","display_name":"Natalja Eig\u0117lien\u0117","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]},{"id":"https://openalex.org/I4210103236","display_name":"Vaasa Central Hospital","ror":"https://ror.org/019xaj585","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I4210103236"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Natalja Eigeliene","raw_affiliation_strings":["Department of Oncology and Radiotherapy, Turku University, Turku, Finland","Department of Oncology, Vaasa Central Hospital, Vaasa, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Oncology and Radiotherapy, Turku University, Turku, Finland","institution_ids":["https://openalex.org/I155660961"]},{"raw_affiliation_string":"Department of Oncology, Vaasa Central Hospital, Vaasa, Finland","institution_ids":["https://openalex.org/I4210103236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000776327","display_name":"Antti Pekka Jekunen","orcid":"https://orcid.org/0000-0002-6183-0169","observed_orcids":["https://orcid.org/0000-0002-6183-0169"]},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]},{"id":"https://openalex.org/I4210103236","display_name":"Vaasa Central Hospital","ror":"https://ror.org/019xaj585","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I4210103236"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Antti Jekunen","raw_affiliation_strings":["Department of Oncology and Radiotherapy, Turku University, Turku, Finland","Department of Oncology, Vaasa Central Hospital, Vaasa, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Oncology and Radiotherapy, Turku University, Turku, Finland","institution_ids":["https://openalex.org/I155660961"]},{"raw_affiliation_string":"Department of Oncology, Vaasa Central Hospital, Vaasa, Finland","institution_ids":["https://openalex.org/I4210103236"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5024212445"],"corresponding_institution_ids":["https://openalex.org/I4210103236"],"apc_list":{"value":2950,"currency":"USD","value_usd":2950},"apc_paid":{"value":2950,"currency":"USD","value_usd":2950},"fwci":0.3258,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.34294463,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"11","issue":null,"first_page":"754427","last_page":"754427"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10417","display_name":"Lung Cancer Treatments and Mutations","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10417","display_name":"Lung Cancer Treatments and Mutations","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.0027000000700354576,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T11287","display_name":"Cancer Genomics and Diagnostics","score":0.0015999999595806003,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/non-small-cell-lung-cancer","display_name":"non-small cell lung cancer","score":0.9990000128746033},{"id":"https://openalex.org/keywords/treatment-decision-making","display_name":"treatment decision-making","score":0.871999979019165},{"id":"https://openalex.org/keywords/genetic-alterations","display_name":"genetic alterations","score":0.5920000076293945},{"id":"https://openalex.org/keywords/liquid-biopsy","display_name":"liquid biopsy","score":0.8889999985694885},{"id":"https://openalex.org/keywords/somatic-mutations","display_name":"somatic mutations","score":0.7170000076293945},{"id":"https://openalex.org/keywords/tissue-samples","display_name":"tissue samples","score":0.4169999957084656},{"id":"https://openalex.org/keywords/targetable-mutations","display_name":"targetable mutations","score":0.6570000052452087},{"id":"https://openalex.org/keywords/gene-panel","display_name":"gene panel","score":0.3930000066757202},{"id":"https://openalex.org/keywords/tumor-heterogeneity","display_name":"tumor heterogeneity","score":0.5389999747276306}],"concepts":[{"id":"https://openalex.org/C2779529041","wikidata":"https://www.wikidata.org/wiki/Q22349364","display_name":"Liquid biopsy","level":3,"score":0.7683366537094116},{"id":"https://openalex.org/C2775934546","wikidata":"https://www.wikidata.org/wiki/Q179991","display_name":"Biopsy","level":2,"score":0.6689488887786865},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5767379999160767},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.5699830651283264},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.4555938243865967},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.4537827968597412},{"id":"https://openalex.org/C2780673598","wikidata":"https://www.wikidata.org/wiki/Q285223","display_name":"Genetic testing","level":2,"score":0.41776806116104126},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.37549132108688354},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.3576139807701111},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.354921817779541},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.33341124653816223},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.32467585802078247},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.30076563358306885},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.19746515154838562},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":8,"locations":[{"id":"doi:10.3389/fonc.2021.754427","doi":"https://doi.org/10.3389/fonc.2021.754427","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fonc.2021.754427","pdf_url":"https://www.frontiersin.org/articles/10.3389/fonc.2021.754427/pdf","source":{"id":"https://openalex.org/S2596394214","display_name":"Frontiers in Oncology","issn_l":"2234-943X","issn":["2234-943X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Oncology","raw_type":"journal-article"},{"id":"pmh:oai:europepmc.org:7435006","doi":null,"is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC8546351","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":"Text"},{"id":"pmid:34712614","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34712614","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,"listed_in":[],"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":"Frontiers in oncology","raw_type":"Systematic Review"},{"id":"pmh:oai:pubmedcentral.nih.gov:8546351","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC8546351/","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,"listed_in":[],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Front Oncol","raw_type":"Text"},{"id":"pmh:oai:utupub.fi:11111/51780","doi":null,"is_oa":true,"landing_page_url":"https://www.utupub.fi/handle/11111/51780","pdf_url":"https://www.utupub.fi/bitstreams/5f97ba32-80eb-49a8-8932-281afe0acb70/download","source":{"id":"https://openalex.org/S4306402470","display_name":"UTUPub (University of Turku)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I155660961","host_organization_name":"University of Turku","host_organization_lineage":["https://openalex.org/I155660961"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.utupub.fi/handle/10024/187003","raw_type":null},{"id":"pmh:oai:doaj.org/article:c9250e49a68f4bdebec651f7965d6192","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/c9250e49a68f4bdebec651f7965d6192","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,"listed_in":[],"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":"Frontiers in Oncology, Vol 11 (2021)","raw_type":"article"},{"id":"pmh:oai:trepo.tuni.fi:10024/219954","doi":null,"is_oa":true,"landing_page_url":"https://trepo.tuni.fi/handle/10024/219954","pdf_url":null,"source":{"id":"https://openalex.org/S4306401860","display_name":"Tampere University Institutional Repository (Tampere University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I150589677","host_organization_name":"Tampere University of Applied Sciences","host_organization_lineage":["https://openalex.org/I150589677"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"reviewarticle"},{"id":"pmh:oai:www.utupub.fi:10024/187003","doi":null,"is_oa":false,"landing_page_url":"https://www.utupub.fi/handle/10024/187003","pdf_url":null,"source":{"id":"https://openalex.org/S4306402470","display_name":"UTUPub (University of Turku)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I155660961","host_organization_name":"University of Turku","host_organization_lineage":["https://openalex.org/I155660961"],"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":null}],"best_oa_location":{"id":"doi:10.3389/fonc.2021.754427","doi":"https://doi.org/10.3389/fonc.2021.754427","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fonc.2021.754427","pdf_url":"https://www.frontiersin.org/articles/10.3389/fonc.2021.754427/pdf","source":{"id":"https://openalex.org/S2596394214","display_name":"Frontiers in Oncology","issn_l":"2234-943X","issn":["2234-943X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Oncology","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.9789000153541565}],"study_designs":[{"id":"https://openalex.org/study-designs/systematic-review","display_name":"Systematic Review"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3206984525.pdf","grobid_xml":"https://content.openalex.org/works/W3206984525.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W54348722","https://openalex.org/W2007882332","https://openalex.org/W2041927436","https://openalex.org/W2054190773","https://openalex.org/W2112800880","https://openalex.org/W2121332717","https://openalex.org/W2169907889","https://openalex.org/W2335032997","https://openalex.org/W2427734261","https://openalex.org/W2462733245","https://openalex.org/W2615373203","https://openalex.org/W2765127052","https://openalex.org/W2797744035","https://openalex.org/W2896105045","https://openalex.org/W2939485990","https://openalex.org/W2947989913","https://openalex.org/W2971925142","https://openalex.org/W2981790403","https://openalex.org/W2995473342","https://openalex.org/W3022801864","https://openalex.org/W3026534589","https://openalex.org/W3035793819","https://openalex.org/W3046180555"],"related_works":["https://openalex.org/W2919353137","https://openalex.org/W4310077405","https://openalex.org/W7141013951","https://openalex.org/W3169549787","https://openalex.org/W4306404959","https://openalex.org/W3028935290","https://openalex.org/W4294941671","https://openalex.org/W3205279129","https://openalex.org/W4281636595","https://openalex.org/W4388045193"],"abstract_inverted_index":{"Decision-making":[0],"in":[1,15,44,88,151,171],"cancer":[2,19,47],"treatment":[3],"is":[4,12,183],"part":[5,81,105],"of":[6,34,38,41,52,75,82,106,131,138,188],"clinicians'":[7],"everyday":[8],"work,":[9],"and":[10,49,54,77,86,94,114,121,160,190,193,199],"it":[11],"especially":[13],"challenging":[14],"non-small":[16],"cell":[17],"lung":[18],"(NSCLC)":[20],"patients,":[21],"for":[22,185,201],"whom":[23],"decisions":[24],"are":[25,92,101,163,204],"clearly":[26],"dependent":[27],"on":[28,146],"gene":[29,42,123],"alterations":[30,43],"or":[31],"the":[32,63,73,107,152,165,186],"lack":[33],"them.":[35],"The":[36,84],"multimodality":[37],"treatments,":[39],"involvement":[40],"defining":[45],"systemic":[46],"therapies,":[48],"heterogeneous":[50],"nature":[51],"tumors":[53],"their":[55],"responsiveness":[56],"provide":[57],"extra":[58,69],"challenges.":[59],"This":[60],"article":[61],"reviews":[62],"existing":[64],"literature":[65],"to":[66,71,167],"2021":[67],"with":[68,118,178],"effort":[70,182],"explore":[72],"role":[74],"genes":[76],"gene-driven":[78],"therapies":[79],"as":[80,103],"decision-making.":[83],"process":[85],"elements":[87],"this":[89],"decision-making":[90],"participation":[91],"recognized":[93],"discussed":[95],"comprehensively.":[96],"Genetic":[97],"health":[98],"literacy":[99],"aids":[100],"provided":[102],"a":[104],"review.":[108,154],"Our":[109],"systematic":[110,153],"review,":[111],"data":[112],"extraction":[113],"analysis":[115],"found":[116],"that":[117,203],"current":[119],"methods":[120],"broad":[122],"panels,":[124],"patients":[125],"benefit":[126],"from":[127,207],"early":[128,176],"molecular":[129],"testing":[130,177],"liquid":[132,139,157,179,208],"biopsy":[133,140,158],"samples.":[134],"An":[135],"estimated":[136],"79%":[137],"samples":[141,159,162,195],"showed":[142],"somatic":[143],"mutations":[144,170],"based":[145],"8":[147],"original":[148],"studies":[149],"included":[150],"When":[155],"both":[156],"tissue":[161,194],"evaluated,":[164],"sensitivity":[166],"detect":[168],"targetable":[169],"NSCLC":[172],"increases.":[173],"We":[174],"recommend":[175],"biopsy.":[180,209],"Additional":[181],"needed":[184],"logistics":[187],"obtaining":[189],"evaluating":[191],"samples,":[192],"should":[196],"be":[197],"saved":[198],"stored":[200],"tests":[202],"not":[205],"possible":[206]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2021-10-25T00:00:00"}
