Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
Swedish eScience Research Centre (SeRC), Karolinska Institutet, Stockholm, Sweden.
Clin Cancer Res. 2017 May 15;23(10):2584-2592. doi: 10.1158/1078-0432.CCR-16-0967. Epub 2016 Sep 1.
Interval breast cancer is of clinical interest, as it exhibits an aggressive phenotype and evades detection by screening mammography. A comprehensive picture of somatic changes that drive tumors to become symptomatic in the screening interval can improve understanding of the biology underlying these aggressive tumors. Initiated in April 2013, Clinical Sequencing of Cancer in Sweden (Clinseq) is a scientific and clinical platform for the genomic profiling of cancer. The breast cancer pilot study consisted of women diagnosed with breast cancer between 2001 and 2012 in the Stockholm/Gotland regions. A subset of 307 breast tumors was successfully sequenced, of which 113 were screen-detected and 60 were interval cancers. We applied targeted deep sequencing of cancer-related genes; low-pass, whole-genome sequencing; and RNA sequencing technology to characterize somatic differences in the genomic and transcriptomic architecture by interval cancer status. Mammographic density and PAM50 molecular subtypes were considered. In the univariate analyses, , and were significantly more frequently mutated in interval cancers than in screen-detected cancers. Acquired somatic copy number aberrations with a frequency difference of at least 15% between the two groups included gains in 17q23-q25.3 and losses in 16q24.2. Gene expression analysis identified 447 significantly differentially expressed genes, of which 120 were replicated in an independent microarray dataset. After adjusting for PAM50, most differences were no longer significant. Molecular differences by interval cancer status were observed, but they were largely explained by PAM50 subtypes. This work offers new insights into the biological differences between the two tumor groups. .
间期乳腺癌具有临床意义,因为它表现出侵袭性表型,并且逃避了筛查性乳房 X 线照相术的检测。全面了解导致肿瘤在筛查间期出现症状的体细胞变化可以增进对这些侵袭性肿瘤的生物学基础的理解。瑞典临床癌症测序(Clinseq)项目于 2013 年 4 月启动,是一个用于癌症基因组分析的科学和临床平台。乳腺癌试点研究包括 2001 年至 2012 年期间在斯德哥尔摩/哥德堡地区诊断出患有乳腺癌的女性。成功对 307 个乳腺癌肿瘤进行了测序,其中 113 个为筛查检出,60 个为间期癌。我们应用了癌症相关基因的靶向深度测序、低深度全基因组测序和 RNA 测序技术,根据间期癌状态来描述基因组和转录组结构的体细胞差异。考虑了乳房 X 线照相术密度和 PAM50 分子亚型。在单变量分析中,PIK3CA、TP53 和 ARID1A 在间期癌中比在筛查检出癌中更频繁地发生突变。两组之间至少存在 15%频率差异的获得性体细胞拷贝数异常包括 17q23-q25.3 的增益和 16q24.2 的缺失。基因表达分析鉴定了 447 个显著差异表达的基因,其中 120 个在一个独立的微阵列数据集得到了复制。在调整了 PAM50 后,大多数差异不再显著。观察到了间期癌状态的分子差异,但这些差异主要由 PAM50 亚型解释。这项工作为这两个肿瘤组之间的生物学差异提供了新的见解。