摘要B07:癌症基因组图谱(TCGA)乳腺癌数据集中的双孔结构域钾(K+)通道基因和三阴性(TN)亚型

K. Dookeran, Maria Argos
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Other studies suggest potential clinical utility of K2P channel genes as biomarkers associated with TN subtype. A weighted gene co-expression network analysis study showed that upregulation of KCNK5 was associated with poor outcome for TN related tumors. TN tumors are also known to occur more frequently in women of non-Hispanic (nH) black race and association between black race and unique KCNK4 and KCNK9 breast tumor methylation patterns have been suggested; KCNK9 association with TN subtype has also been observed. However, there is a paucity of studies characterizing K2P genes in clinical breast cancer, and the goal of our study was the systematic evaluation of the relationship between K2P gene DNA methylation/expression and TN breast tumor subtype, in the large publically available TCGA dataset. Methods: TCGA invasive breast cancer data was available for 1040 women of which 767 had Illumina HM450 methylation beta-values and 959 had RSEM mRNA expression z-scores (single values from level 3 data). We evaluated the direction and association of all K2P gene expression/methylation loci and TN subtype using age and race adjusted glm models. Age and race adjusted Cox models were used for analysis of disease free (DFS) and overall survival (OS). CpG methylation loci within 25kb from either end of the genes of interest were included for examination (UCSC genome browser, hg37). A total of 724 CG loci were included using this approach, but after exclusion of probes with null reads, the number of loci available for study was reduced to 608. Methylation glm model results were sorted on p-values (smallest to largest) and the top 10 associated loci were selected for reporting and further analysis. Selected loci were then checked for functionality related to expression using Spearman9s correlation. Bonferroni corrected p-values were used where appropriate. Results: Overexpression of KCNK5, KCNK9, KCNK10 and KCNK12, and underexpression of KCNK6 and KCNK15, were significantly associated with TN subtype (all p Conclusions: TN subtype is associated with specific K2P channel gene over and underexpression patterns, and similar expression patterns observed in blacks is consistent with more frequent TN disease. Our findings also suggest a link between KCNK9 overexpression and worse survival in breast cancer. Both KCNK5 and KCNK9 showed hypomethylation patterns correlated with negative expression, and overall gene overexpression related to TN subtype, and these findings appear to be consistent with prior literature. Citation Format: Keith A. Dookeran, Maria Argos. 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引用次数: 0

摘要

2孔结构域K+ (K2P)通道基因家族有15个成员,是使K+离子从细胞中泄漏的背景通道,被认为对静止细胞的基线活性(包括膜电位、钙稳态和体积调节)很重要。先前的研究支持了K2P通道在癌细胞中表达或功能的改变可能在肿瘤的发生和进展中起重要作用的假设。在绝大多数肿瘤中,异常表达的通道为野生型。K2P通道基因在乳腺癌中的作用正在逐渐显现。最近的一项微阵列数据库研究表明,除了5个K2P基因家族成员外,所有K2P基因家族成员在乳腺癌中都表现出表达改变。其他研究表明,K2P通道基因作为TN亚型相关的生物标志物具有潜在的临床应用价值。一项加权基因共表达网络分析研究表明,KCNK5的上调与TN相关肿瘤的不良预后相关。已知TN肿瘤在非西班牙裔(nH)黑人女性中更常发生,并且黑人种族与独特的KCNK4和KCNK9乳腺肿瘤甲基化模式之间存在关联;KCNK9与TN亚型也有关联。然而,临床乳腺癌中表征K2P基因的研究很少,我们的研究目的是在大型公开的TCGA数据集中系统评估K2P基因DNA甲基化/表达与TN乳腺癌亚型之间的关系。方法:1040名妇女的TCGA浸润性乳腺癌数据,其中767名妇女有Illumina HM450甲基化β值,959名妇女有RSEM mRNA表达z分数(来自水平3数据的单一值)。我们使用年龄和种族调整的glm模型评估了所有K2P基因表达/甲基化位点和TN亚型的方向和关联。采用年龄和种族校正Cox模型分析无病期(DFS)和总生存期(OS)。选取目标基因两端25kb内的CpG甲基化位点进行检测(UCSC genome browser, hg37)。使用该方法共纳入了724个CG基因座,但在排除了具有null reads的探针后,可用于研究的基因座数量减少到608个。甲基化glm模型结果按p值(从最小到最大)排序,并选择前10个相关位点进行报告和进一步分析。然后使用spearmans相关性检查选定的基因座与表达相关的功能。在适当的地方使用Bonferroni校正的p值。结果:KCNK5、KCNK9、KCNK10、KCNK12的过表达以及KCNK6、KCNK15的过表达与TN亚型显著相关(均p)。结论:TN亚型与特定的K2P通道基因过表达和过表达模式相关,黑人中观察到的类似表达模式与更频繁的TN疾病相一致。我们的研究结果还表明,KCNK9过表达与乳腺癌患者较差的生存率之间存在联系。KCNK5和KCNK9均表现出与负表达相关的低甲基化模式,以及与TN亚型相关的整体基因过表达,这些发现与既往文献一致。引用格式:Keith A. Dookeran, Maria Argos。癌症基因组图谱(TCGA)乳腺癌数据集中的双孔结构域钾(K+)通道基因和三阴性(TN)亚型。[摘要]。见:第九届AACR会议论文集:种族/少数民族和医疗服务不足人群的癌症健康差异科学;2016年9月25-28日;费城(PA): AACR;癌症流行病学杂志,2017;26(2增刊):摘要nr B07。
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Abstract B07: Two-pore domain potassium (K+) channel genes and triple-negative (TN) subtype in The Cancer Genome Atlas (TCGA) breast cancer dataset
Introduction: The family of 2-pore domain K+ (K2P) channel genes has 15 members, are background channels which enable the leak of K+ ions from cells, and are considered to be important for baseline activity of cells at rest including membrane potential, calcium homeostasis and volume regulation. Prior studies support the hypothesis that alterations of expression or function of K2P channels in cancer cells may play a significant role in tumor development and progression. In the vast majority of tumors, the abnormally expressed channel is wild type. The role of K2P channel genes in breast cancer is currently emerging. A recent microarray database study suggests that all but 5 K2P gene family members showed altered expression in breast cancer. Other studies suggest potential clinical utility of K2P channel genes as biomarkers associated with TN subtype. A weighted gene co-expression network analysis study showed that upregulation of KCNK5 was associated with poor outcome for TN related tumors. TN tumors are also known to occur more frequently in women of non-Hispanic (nH) black race and association between black race and unique KCNK4 and KCNK9 breast tumor methylation patterns have been suggested; KCNK9 association with TN subtype has also been observed. However, there is a paucity of studies characterizing K2P genes in clinical breast cancer, and the goal of our study was the systematic evaluation of the relationship between K2P gene DNA methylation/expression and TN breast tumor subtype, in the large publically available TCGA dataset. Methods: TCGA invasive breast cancer data was available for 1040 women of which 767 had Illumina HM450 methylation beta-values and 959 had RSEM mRNA expression z-scores (single values from level 3 data). We evaluated the direction and association of all K2P gene expression/methylation loci and TN subtype using age and race adjusted glm models. Age and race adjusted Cox models were used for analysis of disease free (DFS) and overall survival (OS). CpG methylation loci within 25kb from either end of the genes of interest were included for examination (UCSC genome browser, hg37). A total of 724 CG loci were included using this approach, but after exclusion of probes with null reads, the number of loci available for study was reduced to 608. Methylation glm model results were sorted on p-values (smallest to largest) and the top 10 associated loci were selected for reporting and further analysis. Selected loci were then checked for functionality related to expression using Spearman9s correlation. Bonferroni corrected p-values were used where appropriate. Results: Overexpression of KCNK5, KCNK9, KCNK10 and KCNK12, and underexpression of KCNK6 and KCNK15, were significantly associated with TN subtype (all p Conclusions: TN subtype is associated with specific K2P channel gene over and underexpression patterns, and similar expression patterns observed in blacks is consistent with more frequent TN disease. Our findings also suggest a link between KCNK9 overexpression and worse survival in breast cancer. Both KCNK5 and KCNK9 showed hypomethylation patterns correlated with negative expression, and overall gene overexpression related to TN subtype, and these findings appear to be consistent with prior literature. Citation Format: Keith A. Dookeran, Maria Argos. Two-pore domain potassium (K+) channel genes and triple-negative (TN) subtype in The Cancer Genome Atlas (TCGA) breast cancer dataset. [abstract]. In: Proceedings of the Ninth AACR Conference on the Science of Cancer Health Disparities in Racial/Ethnic Minorities and the Medically Underserved; 2016 Sep 25-28; Fort Lauderdale, FL. Philadelphia (PA): AACR; Cancer Epidemiol Biomarkers Prev 2017;26(2 Suppl):Abstract nr B07.
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