Concordance of Genomic Alterations by Next-Generation Sequencing in Tumor Tissue versus Cell-Free DNA in Stage I–IV Non–Small Cell Lung Cancer

Molecular biomarkers hold promise for personalization of cancer treatment. However, a typical tumor biopsy may be difficult to acquire and may not capture genetic variations within or across tumors. Given these limitations, tumor genotyping using next-generation sequencing of plasma-derived circulat...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:The Journal of molecular diagnostics : JMD 2020-02, Vol.22 (2), p.228-235
Hauptverfasser: Jiang, John, Adams, Hans-Peter, Yao, Lijing, Yaung, Stephanie, Lal, Preeti, Balasubramanyam, Aarthi, Fuhlbrück, Frederike, Tikoo, Nalin, Lovejoy, Alexander F., Froehler, Sebastian, Fang, Li Tai, Achenbach, H. Jost, Floegel, Ralph, Krügel, Rainer, Palma, John F.
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 235
container_issue 2
container_start_page 228
container_title The Journal of molecular diagnostics : JMD
container_volume 22
creator Jiang, John
Adams, Hans-Peter
Yao, Lijing
Yaung, Stephanie
Lal, Preeti
Balasubramanyam, Aarthi
Fuhlbrück, Frederike
Tikoo, Nalin
Lovejoy, Alexander F.
Froehler, Sebastian
Fang, Li Tai
Achenbach, H. Jost
Floegel, Ralph
Krügel, Rainer
Palma, John F.
description Molecular biomarkers hold promise for personalization of cancer treatment. However, a typical tumor biopsy may be difficult to acquire and may not capture genetic variations within or across tumors. Given these limitations, tumor genotyping using next-generation sequencing of plasma-derived circulating tumor (ct)-DNA has the potential to transform non–small cell lung cancer (NSCLC) management. Importantly, mutations detected in biopsied tissue must also be detected in plasma-derived ctDNA at different disease stages. Using the AVENIO ctDNA Surveillance kit (research use only), mutations in ctDNA from NSCLC subjects were compared with those identified in matched tumor tissue samples, retrospectively. Plasma and tissue samples were collected from 141 treatment-naïve NSCLC subjects (stage I, n = 48; stage II, n = 37; stage III, n = 33; stage IV, n = 23). In plasma samples, the median numbers of variants per subject were 4, 6, 8, and 9 in those with stage I, II, III, and IV disease, respectively. The corresponding values in tissue samples were 5, 5, 6, and 4. The overall tissue-plasma concordance of stage II through IV was 62.2% by AVENIO software call. On multivariate analysis, concordance was positively and significantly associated with tumor size and cancer stage. Next-generation sequencing–based analyses with the AVENIO ctDNA Surveillance kit could be an alternative approach to detecting genetic variations in plasma-derived ctDNA isolated from NSCLC subjects.
doi_str_mv 10.1016/j.jmoldx.2019.10.013
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2327381224</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S1525157819304386</els_id><sourcerecordid>2327381224</sourcerecordid><originalsourceid>FETCH-LOGICAL-c474t-ae09a4c57a50dffaf604ed817259e8e191d0a07852fdf64e9b1edbbf2b1823163</originalsourceid><addsrcrecordid>eNp9kctu1DAUhiMEoqXwBgh5ySaDj-PcNkijQMtIo2ExA1vLsY8rjxK72EnV7ngGeEOeBIcZWLLy0e_vXP8sew10BRSqd8fVcfSDflgxCm2SVhSKJ9kltLzI6wbgaYpLVuZQ1s1F9iLGI6XAecWeZxcFNEXNWXuZ_ei8Uz5o6RQSb8gNOj9aRdbDhEFO1rtI-keyw4cpT39njezx24xOWXdLrCOHefSBHGyMM5J7DHGOpMNhyK8DIvmwWy_QfpK3SDa_vv_cfCU771KwH-Uw_CHJdk6lumWK8DJ7ZuQQ8dX5vcq-XH88dJ_y7eebTbfe5orXfMol0lZyVdaypNoYaSrKUTdQs7LFBqEFTSWtm5IZbSqObQ-o-96wHhpWQFVcZW9Pde-CT9vESYw2qjSMdOjnKFjB6qIBxnhC-QlVwccY0Ii7YEcZHgVQsbghjuLkhljcWNTkRkp7c-4w9yPqf0l_z5-A9ycA0573FoOIyqa7orYB1SS0t__v8BsTOaAK</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2327381224</pqid></control><display><type>article</type><title>Concordance of Genomic Alterations by Next-Generation Sequencing in Tumor Tissue versus Cell-Free DNA in Stage I–IV Non–Small Cell Lung Cancer</title><source>MEDLINE</source><source>Elsevier ScienceDirect Journals</source><source>EZB-FREE-00999 freely available EZB journals</source><source>Alma/SFX Local Collection</source><creator>Jiang, John ; Adams, Hans-Peter ; Yao, Lijing ; Yaung, Stephanie ; Lal, Preeti ; Balasubramanyam, Aarthi ; Fuhlbrück, Frederike ; Tikoo, Nalin ; Lovejoy, Alexander F. ; Froehler, Sebastian ; Fang, Li Tai ; Achenbach, H. Jost ; Floegel, Ralph ; Krügel, Rainer ; Palma, John F.</creator><creatorcontrib>Jiang, John ; Adams, Hans-Peter ; Yao, Lijing ; Yaung, Stephanie ; Lal, Preeti ; Balasubramanyam, Aarthi ; Fuhlbrück, Frederike ; Tikoo, Nalin ; Lovejoy, Alexander F. ; Froehler, Sebastian ; Fang, Li Tai ; Achenbach, H. Jost ; Floegel, Ralph ; Krügel, Rainer ; Palma, John F.</creatorcontrib><description>Molecular biomarkers hold promise for personalization of cancer treatment. However, a typical tumor biopsy may be difficult to acquire and may not capture genetic variations within or across tumors. Given these limitations, tumor genotyping using next-generation sequencing of plasma-derived circulating tumor (ct)-DNA has the potential to transform non–small cell lung cancer (NSCLC) management. Importantly, mutations detected in biopsied tissue must also be detected in plasma-derived ctDNA at different disease stages. Using the AVENIO ctDNA Surveillance kit (research use only), mutations in ctDNA from NSCLC subjects were compared with those identified in matched tumor tissue samples, retrospectively. Plasma and tissue samples were collected from 141 treatment-naïve NSCLC subjects (stage I, n = 48; stage II, n = 37; stage III, n = 33; stage IV, n = 23). In plasma samples, the median numbers of variants per subject were 4, 6, 8, and 9 in those with stage I, II, III, and IV disease, respectively. The corresponding values in tissue samples were 5, 5, 6, and 4. The overall tissue-plasma concordance of stage II through IV was 62.2% by AVENIO software call. On multivariate analysis, concordance was positively and significantly associated with tumor size and cancer stage. Next-generation sequencing–based analyses with the AVENIO ctDNA Surveillance kit could be an alternative approach to detecting genetic variations in plasma-derived ctDNA isolated from NSCLC subjects.</description><identifier>ISSN: 1525-1578</identifier><identifier>EISSN: 1943-7811</identifier><identifier>DOI: 10.1016/j.jmoldx.2019.10.013</identifier><identifier>PMID: 31837429</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Adult ; Aged ; Aged, 80 and over ; Alleles ; Biomarkers, Tumor ; Carcinoma, Non-Small-Cell Lung - diagnosis ; Carcinoma, Non-Small-Cell Lung - genetics ; Circulating Tumor DNA ; DNA, Neoplasm ; Female ; Genetic Association Studies - methods ; Genetic Predisposition to Disease ; Genetic Variation ; Genotype ; High-Throughput Nucleotide Sequencing - methods ; Humans ; Lung Neoplasms - diagnosis ; Lung Neoplasms - genetics ; Male ; Middle Aged ; Mutation ; Neoplasm Staging ; Odds Ratio ; Polymorphism, Single Nucleotide</subject><ispartof>The Journal of molecular diagnostics : JMD, 2020-02, Vol.22 (2), p.228-235</ispartof><rights>2020 American Society for Investigative Pathology and the Association for Molecular Pathology</rights><rights>Copyright © 2020 American Society for Investigative Pathology and the Association for Molecular Pathology. Published by Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c474t-ae09a4c57a50dffaf604ed817259e8e191d0a07852fdf64e9b1edbbf2b1823163</citedby><cites>FETCH-LOGICAL-c474t-ae09a4c57a50dffaf604ed817259e8e191d0a07852fdf64e9b1edbbf2b1823163</cites><orcidid>0000-0002-3340-1252 ; 0000-0002-6922-9968 ; 0000-0002-0775-3326 ; 0000-0003-3201-5162</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S1525157819304386$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,3536,27903,27904,65309</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31837429$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Jiang, John</creatorcontrib><creatorcontrib>Adams, Hans-Peter</creatorcontrib><creatorcontrib>Yao, Lijing</creatorcontrib><creatorcontrib>Yaung, Stephanie</creatorcontrib><creatorcontrib>Lal, Preeti</creatorcontrib><creatorcontrib>Balasubramanyam, Aarthi</creatorcontrib><creatorcontrib>Fuhlbrück, Frederike</creatorcontrib><creatorcontrib>Tikoo, Nalin</creatorcontrib><creatorcontrib>Lovejoy, Alexander F.</creatorcontrib><creatorcontrib>Froehler, Sebastian</creatorcontrib><creatorcontrib>Fang, Li Tai</creatorcontrib><creatorcontrib>Achenbach, H. Jost</creatorcontrib><creatorcontrib>Floegel, Ralph</creatorcontrib><creatorcontrib>Krügel, Rainer</creatorcontrib><creatorcontrib>Palma, John F.</creatorcontrib><title>Concordance of Genomic Alterations by Next-Generation Sequencing in Tumor Tissue versus Cell-Free DNA in Stage I–IV Non–Small Cell Lung Cancer</title><title>The Journal of molecular diagnostics : JMD</title><addtitle>J Mol Diagn</addtitle><description>Molecular biomarkers hold promise for personalization of cancer treatment. However, a typical tumor biopsy may be difficult to acquire and may not capture genetic variations within or across tumors. Given these limitations, tumor genotyping using next-generation sequencing of plasma-derived circulating tumor (ct)-DNA has the potential to transform non–small cell lung cancer (NSCLC) management. Importantly, mutations detected in biopsied tissue must also be detected in plasma-derived ctDNA at different disease stages. Using the AVENIO ctDNA Surveillance kit (research use only), mutations in ctDNA from NSCLC subjects were compared with those identified in matched tumor tissue samples, retrospectively. Plasma and tissue samples were collected from 141 treatment-naïve NSCLC subjects (stage I, n = 48; stage II, n = 37; stage III, n = 33; stage IV, n = 23). In plasma samples, the median numbers of variants per subject were 4, 6, 8, and 9 in those with stage I, II, III, and IV disease, respectively. The corresponding values in tissue samples were 5, 5, 6, and 4. The overall tissue-plasma concordance of stage II through IV was 62.2% by AVENIO software call. On multivariate analysis, concordance was positively and significantly associated with tumor size and cancer stage. Next-generation sequencing–based analyses with the AVENIO ctDNA Surveillance kit could be an alternative approach to detecting genetic variations in plasma-derived ctDNA isolated from NSCLC subjects.</description><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Alleles</subject><subject>Biomarkers, Tumor</subject><subject>Carcinoma, Non-Small-Cell Lung - diagnosis</subject><subject>Carcinoma, Non-Small-Cell Lung - genetics</subject><subject>Circulating Tumor DNA</subject><subject>DNA, Neoplasm</subject><subject>Female</subject><subject>Genetic Association Studies - methods</subject><subject>Genetic Predisposition to Disease</subject><subject>Genetic Variation</subject><subject>Genotype</subject><subject>High-Throughput Nucleotide Sequencing - methods</subject><subject>Humans</subject><subject>Lung Neoplasms - diagnosis</subject><subject>Lung Neoplasms - genetics</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Mutation</subject><subject>Neoplasm Staging</subject><subject>Odds Ratio</subject><subject>Polymorphism, Single Nucleotide</subject><issn>1525-1578</issn><issn>1943-7811</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kctu1DAUhiMEoqXwBgh5ySaDj-PcNkijQMtIo2ExA1vLsY8rjxK72EnV7ngGeEOeBIcZWLLy0e_vXP8sew10BRSqd8fVcfSDflgxCm2SVhSKJ9kltLzI6wbgaYpLVuZQ1s1F9iLGI6XAecWeZxcFNEXNWXuZ_ei8Uz5o6RQSb8gNOj9aRdbDhEFO1rtI-keyw4cpT39njezx24xOWXdLrCOHefSBHGyMM5J7DHGOpMNhyK8DIvmwWy_QfpK3SDa_vv_cfCU771KwH-Uw_CHJdk6lumWK8DJ7ZuQQ8dX5vcq-XH88dJ_y7eebTbfe5orXfMol0lZyVdaypNoYaSrKUTdQs7LFBqEFTSWtm5IZbSqObQ-o-96wHhpWQFVcZW9Pde-CT9vESYw2qjSMdOjnKFjB6qIBxnhC-QlVwccY0Ii7YEcZHgVQsbghjuLkhljcWNTkRkp7c-4w9yPqf0l_z5-A9ycA0573FoOIyqa7orYB1SS0t__v8BsTOaAK</recordid><startdate>202002</startdate><enddate>202002</enddate><creator>Jiang, John</creator><creator>Adams, Hans-Peter</creator><creator>Yao, Lijing</creator><creator>Yaung, Stephanie</creator><creator>Lal, Preeti</creator><creator>Balasubramanyam, Aarthi</creator><creator>Fuhlbrück, Frederike</creator><creator>Tikoo, Nalin</creator><creator>Lovejoy, Alexander F.</creator><creator>Froehler, Sebastian</creator><creator>Fang, Li Tai</creator><creator>Achenbach, H. Jost</creator><creator>Floegel, Ralph</creator><creator>Krügel, Rainer</creator><creator>Palma, John F.</creator><general>Elsevier Inc</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-3340-1252</orcidid><orcidid>https://orcid.org/0000-0002-6922-9968</orcidid><orcidid>https://orcid.org/0000-0002-0775-3326</orcidid><orcidid>https://orcid.org/0000-0003-3201-5162</orcidid></search><sort><creationdate>202002</creationdate><title>Concordance of Genomic Alterations by Next-Generation Sequencing in Tumor Tissue versus Cell-Free DNA in Stage I–IV Non–Small Cell Lung Cancer</title><author>Jiang, John ; Adams, Hans-Peter ; Yao, Lijing ; Yaung, Stephanie ; Lal, Preeti ; Balasubramanyam, Aarthi ; Fuhlbrück, Frederike ; Tikoo, Nalin ; Lovejoy, Alexander F. ; Froehler, Sebastian ; Fang, Li Tai ; Achenbach, H. Jost ; Floegel, Ralph ; Krügel, Rainer ; Palma, John F.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c474t-ae09a4c57a50dffaf604ed817259e8e191d0a07852fdf64e9b1edbbf2b1823163</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Alleles</topic><topic>Biomarkers, Tumor</topic><topic>Carcinoma, Non-Small-Cell Lung - diagnosis</topic><topic>Carcinoma, Non-Small-Cell Lung - genetics</topic><topic>Circulating Tumor DNA</topic><topic>DNA, Neoplasm</topic><topic>Female</topic><topic>Genetic Association Studies - methods</topic><topic>Genetic Predisposition to Disease</topic><topic>Genetic Variation</topic><topic>Genotype</topic><topic>High-Throughput Nucleotide Sequencing - methods</topic><topic>Humans</topic><topic>Lung Neoplasms - diagnosis</topic><topic>Lung Neoplasms - genetics</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Mutation</topic><topic>Neoplasm Staging</topic><topic>Odds Ratio</topic><topic>Polymorphism, Single Nucleotide</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Jiang, John</creatorcontrib><creatorcontrib>Adams, Hans-Peter</creatorcontrib><creatorcontrib>Yao, Lijing</creatorcontrib><creatorcontrib>Yaung, Stephanie</creatorcontrib><creatorcontrib>Lal, Preeti</creatorcontrib><creatorcontrib>Balasubramanyam, Aarthi</creatorcontrib><creatorcontrib>Fuhlbrück, Frederike</creatorcontrib><creatorcontrib>Tikoo, Nalin</creatorcontrib><creatorcontrib>Lovejoy, Alexander F.</creatorcontrib><creatorcontrib>Froehler, Sebastian</creatorcontrib><creatorcontrib>Fang, Li Tai</creatorcontrib><creatorcontrib>Achenbach, H. Jost</creatorcontrib><creatorcontrib>Floegel, Ralph</creatorcontrib><creatorcontrib>Krügel, Rainer</creatorcontrib><creatorcontrib>Palma, John F.</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>The Journal of molecular diagnostics : JMD</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Jiang, John</au><au>Adams, Hans-Peter</au><au>Yao, Lijing</au><au>Yaung, Stephanie</au><au>Lal, Preeti</au><au>Balasubramanyam, Aarthi</au><au>Fuhlbrück, Frederike</au><au>Tikoo, Nalin</au><au>Lovejoy, Alexander F.</au><au>Froehler, Sebastian</au><au>Fang, Li Tai</au><au>Achenbach, H. Jost</au><au>Floegel, Ralph</au><au>Krügel, Rainer</au><au>Palma, John F.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Concordance of Genomic Alterations by Next-Generation Sequencing in Tumor Tissue versus Cell-Free DNA in Stage I–IV Non–Small Cell Lung Cancer</atitle><jtitle>The Journal of molecular diagnostics : JMD</jtitle><addtitle>J Mol Diagn</addtitle><date>2020-02</date><risdate>2020</risdate><volume>22</volume><issue>2</issue><spage>228</spage><epage>235</epage><pages>228-235</pages><issn>1525-1578</issn><eissn>1943-7811</eissn><abstract>Molecular biomarkers hold promise for personalization of cancer treatment. However, a typical tumor biopsy may be difficult to acquire and may not capture genetic variations within or across tumors. Given these limitations, tumor genotyping using next-generation sequencing of plasma-derived circulating tumor (ct)-DNA has the potential to transform non–small cell lung cancer (NSCLC) management. Importantly, mutations detected in biopsied tissue must also be detected in plasma-derived ctDNA at different disease stages. Using the AVENIO ctDNA Surveillance kit (research use only), mutations in ctDNA from NSCLC subjects were compared with those identified in matched tumor tissue samples, retrospectively. Plasma and tissue samples were collected from 141 treatment-naïve NSCLC subjects (stage I, n = 48; stage II, n = 37; stage III, n = 33; stage IV, n = 23). In plasma samples, the median numbers of variants per subject were 4, 6, 8, and 9 in those with stage I, II, III, and IV disease, respectively. The corresponding values in tissue samples were 5, 5, 6, and 4. The overall tissue-plasma concordance of stage II through IV was 62.2% by AVENIO software call. On multivariate analysis, concordance was positively and significantly associated with tumor size and cancer stage. Next-generation sequencing–based analyses with the AVENIO ctDNA Surveillance kit could be an alternative approach to detecting genetic variations in plasma-derived ctDNA isolated from NSCLC subjects.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>31837429</pmid><doi>10.1016/j.jmoldx.2019.10.013</doi><tpages>8</tpages><orcidid>https://orcid.org/0000-0002-3340-1252</orcidid><orcidid>https://orcid.org/0000-0002-6922-9968</orcidid><orcidid>https://orcid.org/0000-0002-0775-3326</orcidid><orcidid>https://orcid.org/0000-0003-3201-5162</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1525-1578
ispartof The Journal of molecular diagnostics : JMD, 2020-02, Vol.22 (2), p.228-235
issn 1525-1578
1943-7811
language eng
recordid cdi_proquest_miscellaneous_2327381224
source MEDLINE; Elsevier ScienceDirect Journals; EZB-FREE-00999 freely available EZB journals; Alma/SFX Local Collection
subjects Adult
Aged
Aged, 80 and over
Alleles
Biomarkers, Tumor
Carcinoma, Non-Small-Cell Lung - diagnosis
Carcinoma, Non-Small-Cell Lung - genetics
Circulating Tumor DNA
DNA, Neoplasm
Female
Genetic Association Studies - methods
Genetic Predisposition to Disease
Genetic Variation
Genotype
High-Throughput Nucleotide Sequencing - methods
Humans
Lung Neoplasms - diagnosis
Lung Neoplasms - genetics
Male
Middle Aged
Mutation
Neoplasm Staging
Odds Ratio
Polymorphism, Single Nucleotide
title Concordance of Genomic Alterations by Next-Generation Sequencing in Tumor Tissue versus Cell-Free DNA in Stage I–IV Non–Small Cell Lung Cancer
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-24T07%3A48%3A20IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Concordance%20of%20Genomic%20Alterations%20by%20Next-Generation%20Sequencing%20in%20Tumor%20Tissue%20versus%20Cell-Free%20DNA%20in%20Stage%20I%E2%80%93IV%20Non%E2%80%93Small%20Cell%20Lung%20Cancer&rft.jtitle=The%20Journal%20of%20molecular%20diagnostics%20:%20JMD&rft.au=Jiang,%20John&rft.date=2020-02&rft.volume=22&rft.issue=2&rft.spage=228&rft.epage=235&rft.pages=228-235&rft.issn=1525-1578&rft.eissn=1943-7811&rft_id=info:doi/10.1016/j.jmoldx.2019.10.013&rft_dat=%3Cproquest_cross%3E2327381224%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2327381224&rft_id=info:pmid/31837429&rft_els_id=S1525157819304386&rfr_iscdi=true