Bellmunt Joaquim, Werner Lillian, Leow Jeffrey J, Mullane Stephanie A, Fay André P, Riester Markus, Van Hummelen Paul, Taplin Mary-Ellen, Choueiri Toni K, Van Allen Eliezer, Rosenberg Jonathan
Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute/Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States of America.
Biostatistics and Computational Biology, Harvard Medical School, Dana-Farber Cancer Institute, Boston, MA, United States of America.
PLoS One. 2015 Jun 3;10(6):e0124711. doi: 10.1371/journal.pone.0124711. eCollection 2015.
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.
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 ≥0.4, or ≤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.
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.
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.
进行了一项综合分析,以确定在通路水平上的基因组改变,这些改变可预测接受铂类化疗的晚期尿路上皮癌(UC)患者的总生存期(OS)。
从103份福尔马林固定石蜡包埋(FFPE)的浸润性高级别UC样本中提取DNA和RNA,并进行突变、拷贝数变异(CNV)和基因表达分析。85例患者有临床数据。基于基因分型平台(Oncomap 3)通过质谱分析突变,通过比较基因组杂交(CGH)分析检测基因组失衡。将log2比值阈值≥0.4或≤0.6的区域定义为有拷贝数增加或减少,并使用GISTIC分析确定整个样本集中显著复发的CNV。使用Nanostring对选定的相关UC基因进行表达分析。为了确定突变和CNV的共发生模式,我们将基因组事件分为5个核心信号转导通路:1)TP53通路,2)RTK/RAS/RAF通路,3)PI3K/AKT/mTOR通路,4)WNT/CTNNB1,5)RB1通路。使用Cox回归评估通路异常与生存结果的关系。
35个样本(41%)至少有一个基因发生突变:TP53(16%)、PIK3CA(9%)、FGFR3(2%)、HRAS/KRAS(5%)和CTNNB1(1%)。66%的患者有某种CNV。PIK3CA/AKT/mTOR通路改变(突变+CNV)对OS的影响最大(p=0.055)。在基因水平上,CTNNB1(p=0.0008)和PIK3CA(p=0.02)的过表达与较短的OS相关。PIK3CA的突变状态与生存无关。在其他单独发现的基因组改变中,TP53突变(p=0.07)、mTOR增加(p=0.07)和PTEN过表达(p=0.08)对OS有轻微显著的负面影响。
我们的研究表明,针对PIK3CA/AKT/mTOR通路基因组改变的靶向治疗对高级别晚期UC的总体患者群体可能产生最大影响。