Somatic Copy Number Abnormalities and Mutations in PI3K/AKT/mTOR Pathway Have Prognostic Significance for Overall Survival in Platinum Treated Locally Advanced or Metastatic Urothelial Tumors: e0124711
Background An integrative analysis was conducted to identify genomic alterations at a pathway level that could predict overall survival (OS) in patients with advanced urothelial carcinoma (UC) treated with platinum-based chemotherapy. Patients and Methods DNA and RNA were extracted from 103 formalin...
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creator | Bellmunt, Joaquim Werner, Lillian Leow, Jeffrey J Mullane, Stephanie A Fay, Andre P Riester, Markus Hummelen, Paul Van Taplin, Mary-Ellen Choueiri, Toni K Allen, Eliezer Van |
description | Background An integrative analysis was conducted to identify genomic alterations at a pathway level that could predict overall survival (OS) in patients with advanced urothelial carcinoma (UC) treated with platinum-based chemotherapy. Patients and Methods DNA and RNA were extracted from 103 formalin-fixed paraffin embedded (FFPE) invasive high-grade UC samples and were screened for mutations, copy number variation (CNV) and gene expression analysis. Clinical data were available from 85 cases. Mutations were analyzed by mass-spectrometry based on genotyping platform (Oncomap 3) and genomic imbalances were detected by comparative genomic hybridization (CGH) analysis. Regions with threshold of log2 ratio greater than or equal to 0.4, or less than or equal to 0.6 were defined as either having copy number gain or loss and significantly recurrent CNV across the set of samples were determined using a GISTIC analysis. Expression analysis on selected relevant UC genes was conducted using Nanostring. To define the co-occurrence pattern of mutations and CNV, we grouped genomic events into 5 core signal transduction pathways: 1) TP53 pathway, 2) RTK/RAS/RAF pathway, 3) PI3K/AKT/mTOR pathway, 4) WNT/CTNNB1, 5) RB1 pathway. Cox regression was used to assess pathways abnormalities with survival outcomes. Results 35 samples (41%) harbored mutations on at least one gene: TP53 (16%), PIK3CA (9%), FGFR3 (2%), HRAS/KRAS (5%), and CTNNB1 (1%). 66% of patients had some sort of CNV. PIK3CA/AKT/mTOR pathway alteration (mutations+CNV) had the greatest impact on OS (p=0.055). At a gene level, overexpression of CTNNB1 (p=0.0008) and PIK3CA (p=0.02) were associated with shorter OS. Mutational status on PIK3CA was not associated with survival. Among other individually found genomic alterations, TP53 mutations (p=0.07), mTOR gain (p=0.07) and PTEN overexpression (p=0.08) have a marginally significant negative impact on OS. Conclusions Our study suggests that targeted therapies focusing on the PIK3CA/AKT/mTOR pathway genomic alterations can generate the greatest impact in the overall patient population of high-grade advanced UC. |
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Patients and Methods DNA and RNA were extracted from 103 formalin-fixed paraffin embedded (FFPE) invasive high-grade UC samples and were screened for mutations, copy number variation (CNV) and gene expression analysis. Clinical data were available from 85 cases. Mutations were analyzed by mass-spectrometry based on genotyping platform (Oncomap 3) and genomic imbalances were detected by comparative genomic hybridization (CGH) analysis. Regions with threshold of log2 ratio greater than or equal to 0.4, or less than or equal to 0.6 were defined as either having copy number gain or loss and significantly recurrent CNV across the set of samples were determined using a GISTIC analysis. Expression analysis on selected relevant UC genes was conducted using Nanostring. To define the co-occurrence pattern of mutations and CNV, we grouped genomic events into 5 core signal transduction pathways: 1) TP53 pathway, 2) RTK/RAS/RAF pathway, 3) PI3K/AKT/mTOR pathway, 4) WNT/CTNNB1, 5) RB1 pathway. Cox regression was used to assess pathways abnormalities with survival outcomes. Results 35 samples (41%) harbored mutations on at least one gene: TP53 (16%), PIK3CA (9%), FGFR3 (2%), HRAS/KRAS (5%), and CTNNB1 (1%). 66% of patients had some sort of CNV. PIK3CA/AKT/mTOR pathway alteration (mutations+CNV) had the greatest impact on OS (p=0.055). At a gene level, overexpression of CTNNB1 (p=0.0008) and PIK3CA (p=0.02) were associated with shorter OS. Mutational status on PIK3CA was not associated with survival. Among other individually found genomic alterations, TP53 mutations (p=0.07), mTOR gain (p=0.07) and PTEN overexpression (p=0.08) have a marginally significant negative impact on OS. Conclusions Our study suggests that targeted therapies focusing on the PIK3CA/AKT/mTOR pathway genomic alterations can generate the greatest impact in the overall patient population of high-grade advanced UC.</description><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0124711</identifier><language>eng</language><ispartof>PloS one, 2015-06, Vol.10 (6)</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>315,781,785,865,27928,27929</link.rule.ids></links><search><creatorcontrib>Bellmunt, Joaquim</creatorcontrib><creatorcontrib>Werner, Lillian</creatorcontrib><creatorcontrib>Leow, Jeffrey J</creatorcontrib><creatorcontrib>Mullane, Stephanie A</creatorcontrib><creatorcontrib>Fay, Andre P</creatorcontrib><creatorcontrib>Riester, Markus</creatorcontrib><creatorcontrib>Hummelen, Paul Van</creatorcontrib><creatorcontrib>Taplin, Mary-Ellen</creatorcontrib><creatorcontrib>Choueiri, Toni K</creatorcontrib><creatorcontrib>Allen, Eliezer Van</creatorcontrib><title>Somatic Copy Number Abnormalities and Mutations in PI3K/AKT/mTOR Pathway Have Prognostic Significance for Overall Survival in Platinum Treated Locally Advanced or Metastatic Urothelial Tumors: e0124711</title><title>PloS one</title><description>Background An integrative analysis was conducted to identify genomic alterations at a pathway level that could predict overall survival (OS) in patients with advanced urothelial carcinoma (UC) treated with platinum-based chemotherapy. Patients and Methods DNA and RNA were extracted from 103 formalin-fixed paraffin embedded (FFPE) invasive high-grade UC samples and were screened for mutations, copy number variation (CNV) and gene expression analysis. Clinical data were available from 85 cases. Mutations were analyzed by mass-spectrometry based on genotyping platform (Oncomap 3) and genomic imbalances were detected by comparative genomic hybridization (CGH) analysis. Regions with threshold of log2 ratio greater than or equal to 0.4, or less than or equal to 0.6 were defined as either having copy number gain or loss and significantly recurrent CNV across the set of samples were determined using a GISTIC analysis. Expression analysis on selected relevant UC genes was conducted using Nanostring. To define the co-occurrence pattern of mutations and CNV, we grouped genomic events into 5 core signal transduction pathways: 1) TP53 pathway, 2) RTK/RAS/RAF pathway, 3) PI3K/AKT/mTOR pathway, 4) WNT/CTNNB1, 5) RB1 pathway. Cox regression was used to assess pathways abnormalities with survival outcomes. Results 35 samples (41%) harbored mutations on at least one gene: TP53 (16%), PIK3CA (9%), FGFR3 (2%), HRAS/KRAS (5%), and CTNNB1 (1%). 66% of patients had some sort of CNV. PIK3CA/AKT/mTOR pathway alteration (mutations+CNV) had the greatest impact on OS (p=0.055). At a gene level, overexpression of CTNNB1 (p=0.0008) and PIK3CA (p=0.02) were associated with shorter OS. Mutational status on PIK3CA was not associated with survival. Among other individually found genomic alterations, TP53 mutations (p=0.07), mTOR gain (p=0.07) and PTEN overexpression (p=0.08) have a marginally significant negative impact on OS. Conclusions Our study suggests that targeted therapies focusing on the PIK3CA/AKT/mTOR pathway genomic alterations can generate the greatest impact in the overall patient population of high-grade advanced UC.</description><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><recordid>eNqVj8tOAkEQRTsmJuLjD1zU0g0wPc3THSEaDCJExjUpZgpo0tOF_RjDJ_pXDoQfcFWbc05uCfEok5ZUfdnec3QWTevAllqJTDt9Ka9EQw5V2uyliboRt97vk6SrBr1eQ_wuucSgcxjz4QgfsVyTg9HasivR6KDJA9oCZjHUFFsP2sLiTU3bo2nWLrP5Jyww7H7wCBOsCBaOt5b9KbjUW6s3OkebE2zYwbwih8bAMrpKV2jOKVNnbSwhc4SBCnjnvGaOMCqqk1hALc4ooA_nlV-Ow46Mru0sluz8M9DlyXtxvUHj6eFy78TT60s2njQPjr8j-bAqtc_JGLTE0a_kIFXDTlemSv0D_QMIuHT1</recordid><startdate>20150601</startdate><enddate>20150601</enddate><creator>Bellmunt, Joaquim</creator><creator>Werner, Lillian</creator><creator>Leow, Jeffrey J</creator><creator>Mullane, Stephanie A</creator><creator>Fay, Andre P</creator><creator>Riester, Markus</creator><creator>Hummelen, Paul Van</creator><creator>Taplin, Mary-Ellen</creator><creator>Choueiri, Toni K</creator><creator>Allen, Eliezer Van</creator><scope>7U7</scope><scope>C1K</scope></search><sort><creationdate>20150601</creationdate><title>Somatic Copy Number Abnormalities and Mutations in PI3K/AKT/mTOR Pathway Have Prognostic Significance for Overall Survival in Platinum Treated Locally Advanced or Metastatic Urothelial Tumors: e0124711</title><author>Bellmunt, Joaquim ; Werner, Lillian ; Leow, Jeffrey J ; Mullane, Stephanie A ; Fay, Andre P ; Riester, Markus ; Hummelen, Paul Van ; Taplin, Mary-Ellen ; Choueiri, Toni K ; Allen, Eliezer Van</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-proquest_miscellaneous_18239451233</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bellmunt, Joaquim</creatorcontrib><creatorcontrib>Werner, Lillian</creatorcontrib><creatorcontrib>Leow, Jeffrey J</creatorcontrib><creatorcontrib>Mullane, Stephanie A</creatorcontrib><creatorcontrib>Fay, Andre P</creatorcontrib><creatorcontrib>Riester, Markus</creatorcontrib><creatorcontrib>Hummelen, Paul Van</creatorcontrib><creatorcontrib>Taplin, Mary-Ellen</creatorcontrib><creatorcontrib>Choueiri, Toni K</creatorcontrib><creatorcontrib>Allen, Eliezer Van</creatorcontrib><collection>Toxicology Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bellmunt, Joaquim</au><au>Werner, Lillian</au><au>Leow, Jeffrey J</au><au>Mullane, Stephanie A</au><au>Fay, Andre P</au><au>Riester, Markus</au><au>Hummelen, Paul Van</au><au>Taplin, Mary-Ellen</au><au>Choueiri, Toni K</au><au>Allen, Eliezer Van</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Somatic Copy Number Abnormalities and Mutations in PI3K/AKT/mTOR Pathway Have Prognostic Significance for Overall Survival in Platinum Treated Locally Advanced or Metastatic Urothelial Tumors: e0124711</atitle><jtitle>PloS one</jtitle><date>2015-06-01</date><risdate>2015</risdate><volume>10</volume><issue>6</issue><eissn>1932-6203</eissn><abstract>Background An integrative analysis was conducted to identify genomic alterations at a pathway level that could predict overall survival (OS) in patients with advanced urothelial carcinoma (UC) treated with platinum-based chemotherapy. Patients and Methods DNA and RNA were extracted from 103 formalin-fixed paraffin embedded (FFPE) invasive high-grade UC samples and were screened for mutations, copy number variation (CNV) and gene expression analysis. Clinical data were available from 85 cases. Mutations were analyzed by mass-spectrometry based on genotyping platform (Oncomap 3) and genomic imbalances were detected by comparative genomic hybridization (CGH) analysis. Regions with threshold of log2 ratio greater than or equal to 0.4, or less than or equal to 0.6 were defined as either having copy number gain or loss and significantly recurrent CNV across the set of samples were determined using a GISTIC analysis. Expression analysis on selected relevant UC genes was conducted using Nanostring. To define the co-occurrence pattern of mutations and CNV, we grouped genomic events into 5 core signal transduction pathways: 1) TP53 pathway, 2) RTK/RAS/RAF pathway, 3) PI3K/AKT/mTOR pathway, 4) WNT/CTNNB1, 5) RB1 pathway. Cox regression was used to assess pathways abnormalities with survival outcomes. Results 35 samples (41%) harbored mutations on at least one gene: TP53 (16%), PIK3CA (9%), FGFR3 (2%), HRAS/KRAS (5%), and CTNNB1 (1%). 66% of patients had some sort of CNV. PIK3CA/AKT/mTOR pathway alteration (mutations+CNV) had the greatest impact on OS (p=0.055). At a gene level, overexpression of CTNNB1 (p=0.0008) and PIK3CA (p=0.02) were associated with shorter OS. Mutational status on PIK3CA was not associated with survival. Among other individually found genomic alterations, TP53 mutations (p=0.07), mTOR gain (p=0.07) and PTEN overexpression (p=0.08) have a marginally significant negative impact on OS. Conclusions Our study suggests that targeted therapies focusing on the PIK3CA/AKT/mTOR pathway genomic alterations can generate the greatest impact in the overall patient population of high-grade advanced UC.</abstract><doi>10.1371/journal.pone.0124711</doi></addata></record> |
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title | Somatic Copy Number Abnormalities and Mutations in PI3K/AKT/mTOR Pathway Have Prognostic Significance for Overall Survival in Platinum Treated Locally Advanced or Metastatic Urothelial Tumors: e0124711 |
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