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Association between gene expression signatures and clinical outcomes of pembrolizumab versus paclitaxel in advanced gastric cancer: exploratory analysis from the randomized, controlled, phase III KEYNOTE-061 trial

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dc.contributor.authorShitara, Kohei-
dc.contributor.authorDi Bartolomeo, Maria-
dc.contributor.authorMandala, Mario-
dc.contributor.authorRyu, Min-Hee-
dc.contributor.authorCaglevic, Christian-
dc.contributor.authorOlesinski, Tomasz-
dc.contributor.authorChung, Hyun Cheol-
dc.contributor.authorMuro, Kei-
dc.contributor.authorGoekkurt, Eray-
dc.contributor.authorMcDermott, Raymond S.-
dc.contributor.authorMansoor, Wasat-
dc.contributor.authorWainberg, Zev A.-
dc.contributor.authorShih, Chie-Schin-
dc.contributor.authorKobie, Julie-
dc.contributor.authorNebozhyn, Michael-
dc.contributor.authorCristescu, Razvan-
dc.contributor.authorCao, Z. Alexander-
dc.contributor.authorLoboda, Andrey-
dc.contributor.authorOzguroglu, Mustafa-
dc.date.accessioned2024-03-22T05:45:30Z-
dc.date.available2024-03-22T05:45:30Z-
dc.date.created2024-04-02-
dc.date.issued2023-06-
dc.identifier.issn2051-1426-
dc.identifier.urihttps://ir.ymlib.yonsei.ac.kr/handle/22282913/198187-
dc.description.abstractBackground In the randomized, controlled, phase III KEYNOTE-061 trial, second-line pembrolizumab did not significantly prolong overall survival (OS) versus paclitaxel in patients with PD-L1- positive (combined positive score >= 1) advanced gastric/gastroesophageal junction (G/GEJ) cancer but did elicit a longer duration of response and offered a favorable safety profile. This prespecified exploratory analysis was conducted to evaluate associations between tumor gene expression signatures and clinical outcomes in the phase III KEYNOTE-061 trial. Methods Using RNA sequencing data obtained from formalin-fixed, paraffin-embedded baseline tumor tissue samples, we evaluated the 18-gene T-cell-inflamed gene expression profile (Tcell(inf)GEP) and 10 non-Tcell infGEP signatures (angiogenesis, glycolysis, granulocytic myeloid-derived suppressor cell (gMDSC), hypoxia, monocytic MDSC (mMDSC), MYC, proliferation, RAS, stroma/epithelial-to-mesenchymal transition/ transforming growth factor-ss, WNT). The association between each signature on a continuous scale and outcomes was analyzed using logistic (objective response rate (ORR)) and Cox proportional hazards regression (progression-free survival (PFS) and OS). One-sided (pembrolizumab) and two-sided (paclitaxel) p values were calculated for Tcell(inf)GEP (prespecified alpha=0.05) and the 10 non-Tcell(inf)GEP signatures (multiplicity-adjusted; prespecified alpha=0.10). Results RNA sequencing data were available for 137 patients in each treatment group. Tcell(inf)GEP was positively associated with ORR (p=0.041) and PFS (p=0.026) for pembrolizumab but not paclitaxel (p>0.05). The Tcell(inf)GEP-adjusted mMDSC signature was negatively associated with ORR (p=0.077), PFS (p=0.057), and OS (p=0.033) for pembrolizumab, while the Tcell(inf)GEP-adjusted glycolysis (p=0.018), MYC (p=0.057), and proliferation (p=0.002) signatures were negatively associated with OS for paclitaxel. Conclusions This exploratory analysis of tumor Tcell(inf)GEP showed associations with ORR and PFS for pembrolizumab but not for paclitaxel. Tcell(inf)GEP-adjusted mMDSC signature was negatively associated with ORR, PFS, and OS for pembrolizumab but not paclitaxel. These data suggest myeloid-driven suppression may play a role in resistance to PD-1 inhibition in G/GEJ cancer and support a strategy of considering immunotherapy combinations which target this myeloid axis.-
dc.description.statementOfResponsibilityopen-
dc.formatapplication/pdf-
dc.languageEnglish-
dc.publisherBioMed Central-
dc.relation.isPartOfJOURNAL FOR IMMUNOTHERAPY OF CANCER-
dc.relation.isPartOfJOURNAL FOR IMMUNOTHERAPY OF CANCER-
dc.rightsCC BY-NC-ND 2.0 KR-
dc.titleAssociation between gene expression signatures and clinical outcomes of pembrolizumab versus paclitaxel in advanced gastric cancer: exploratory analysis from the randomized, controlled, phase III KEYNOTE-061 trial-
dc.typeArticle-
dc.contributor.collegeCollege of Medicine (의과대학)-
dc.contributor.departmentDept. of Internal Medicine (내과학교실)-
dc.contributor.googleauthorShitara, Kohei-
dc.contributor.googleauthorDi Bartolomeo, Maria-
dc.contributor.googleauthorMandala, Mario-
dc.contributor.googleauthorRyu, Min-Hee-
dc.contributor.googleauthorCaglevic, Christian-
dc.contributor.googleauthorOlesinski, Tomasz-
dc.contributor.googleauthorChung, Hyun Cheol-
dc.contributor.googleauthorMuro, Kei-
dc.contributor.googleauthorGoekkurt, Eray-
dc.contributor.googleauthorMcDermott, Raymond S.-
dc.contributor.googleauthorMansoor, Wasat-
dc.contributor.googleauthorWainberg, Zev A.-
dc.contributor.googleauthorShih, Chie-Schin-
dc.contributor.googleauthorKobie, Julie-
dc.contributor.googleauthorNebozhyn, Michael-
dc.contributor.googleauthorCristescu, Razvan-
dc.contributor.googleauthorCao, Z. Alexander-
dc.contributor.googleauthorLoboda, Andrey-
dc.contributor.googleauthorOzguroglu, Mustafa-
dc.identifier.doi10.1136/jitc-2023-006920-
dc.relation.journalcodeJ03617-
dc.identifier.pmid37399357-
dc.subject.keywordGastrointestinal Neoplasms-
dc.subject.keywordGene Expression Profiling-
dc.subject.keywordGenetic Markers-
dc.subject.keywordImmunotherapy-
dc.subject.keywordProgrammed Cell Death 1 Receptor-
dc.contributor.alternativeNameChung, Hyun Cheol-
dc.contributor.affiliatedAuthorChung, Hyun Cheol-
dc.identifier.scopusid2-s2.0-85164007633-
dc.identifier.wosid001033548200010-
dc.citation.volume11-
dc.citation.number6-
dc.identifier.bibliographicCitationJOURNAL FOR IMMUNOTHERAPY OF CANCER, Vol.11(6), 2023-06-
dc.identifier.rimsid82566-
dc.type.rimsART-
dc.description.journalClass1-
dc.description.journalClass1-
dc.subject.keywordAuthorGastrointestinal Neoplasms-
dc.subject.keywordAuthorGene Expression Profiling-
dc.subject.keywordAuthorGenetic Markers-
dc.subject.keywordAuthorImmunotherapy-
dc.subject.keywordAuthorProgrammed Cell Death 1 Receptor-
dc.subject.keywordPlusTISSUE TMB TTMB-
dc.subject.keywordPlusMONOTHERAPY-
dc.subject.keywordPlusPROFILE-
dc.subject.keywordPlusPEMBRO-
dc.subject.keywordPlusNSCLC-
dc.type.docTypeArticle-
dc.description.isOpenAccessY-
dc.description.journalRegisteredClassscie-
dc.description.journalRegisteredClassscopus-
dc.relation.journalWebOfScienceCategoryOncology-
dc.relation.journalWebOfScienceCategoryImmunology-
dc.relation.journalResearchAreaOncology-
dc.relation.journalResearchAreaImmunology-
dc.identifier.articlenoe006920-
Appears in Collections:
1. College of Medicine (의과대학) > Dept. of Internal Medicine (내과학교실) > 1. Journal Papers

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