College of Veterinary Science and Animal Husbandry, Anand Agricultural University, Anand 388001, Gujarat, India.
Gene. 2013 Nov 1;530(1):119-26. doi: 10.1016/j.gene.2013.07.061. Epub 2013 Aug 24.
Single Nucleotide Polymorphisms (SNPs) have become the marker of choice for genome wide association studies. In order to provide the best genome coverage for the analysis of disease, production and performance traits, a large number of relatively evenly distributed SNPs are needed. The main objective of present work was to identify large numbers of gene-associated SNPs using high-throughput sequencing in squamous cell carcinoma of horn. RNA-seq analysis was conducted on 2 tissues viz. Horn Cancer (HC) and Horn Normal (HN) in Kankrej breed of cattle. A total of 909,362 reads with average read length of 405 bp for HC and 583,491 reads with average read length of 411 bp for HN were obtained. We found 9532 and 7065 SNPs as well as 1771 and 1172 Indels in HC and HN, respectively, from which, 7889 SNPs and 1736 Indels were uniquely present in HC, 5886 SNPs and 1146 Indels were uniquely present in HN and reported first time in Bos indicus, whereas the rest are already reported in Bos taurus dbSNP database. The gene-associated SNPs and Indels were high in upregulated genes of HC as compared to HN. Analysis of differentially expressed genes was identified, these genes are involved in regulation of cell proliferation, apoptosis, gene transcription, cell survival and metabolism through various metabolic pathways. The result of transcriptome expression profiling was validated using Real Time quantitative PCR in nine randomly selected genes. We identified numbers aberrant signaling pathways responsible for carcinogenesis in HC which are also commonly altered in squamous cell carcinoma (SCC) of lung in human being. We conclude that a large number of altered genes and dysfunction of multiple pathways are involved in the development of Horn Cancer. The present findings contribute to theoretical information for further screening of genes and identification of markers for early diagnosis of HC as well as SNPs identified in this report provide a much needed resource for genetic studies in B. indicus and shall contribute to the development of a high density SNP array. Validation and testing of these SNPs using SNP arrays will form the material basis for gene associated SNPs in HC.
单核苷酸多态性(SNP)已成为全基因组关联研究的首选标记。为了提供用于分析疾病、生产和性能特征的最佳基因组覆盖范围,需要大量相对均匀分布的 SNP。本工作的主要目的是使用高通量测序在角状细胞癌中鉴定大量与基因相关的 SNP。在 Kankrej 品种的牛的 2 种组织即角癌(HC)和角正常(HN)中进行了 RNA-seq 分析。总共获得了 909362 条平均读长为 405bp 的 HC 读数和 583491 条平均读长为 411bp 的 HN 读数。我们在 HC 和 HN 中分别发现了 9532 个和 7065 个 SNP 以及 1771 个和 1172 个 Indels,其中 7889 个 SNP 和 1736 个 Indels 仅存在于 HC 中,5886 个 SNP 和 1146 个 Indels 仅存在于 HN 中,并且首次在 Bos indicus 中报道,而其余的则已经在 Bos taurus dbSNP 数据库中报道。与 HN 相比,HC 中上调基因的基因相关 SNP 和 Indels 较高。鉴定了差异表达基因的分析,这些基因参与通过各种代谢途径调节细胞增殖、凋亡、基因转录、细胞存活和代谢。使用九种随机选择的基因的实时定量 PCR 验证了转录组表达谱分析的结果。我们确定了负责 HC 癌变的许多异常信号通路,这些通路在人类鳞状细胞癌(SCC)中也经常发生改变。我们得出的结论是,大量改变的基因和多个途径的功能障碍参与了角状细胞癌的发展。本研究结果为进一步筛选基因和鉴定角状细胞癌早期诊断的标记物提供了理论信息,并且本报告中鉴定的 SNP 为 Bos indicus 的遗传研究提供了急需的资源,并将有助于高密度 SNP 阵列的开发。使用 SNP 阵列对这些 SNP 的验证和测试将成为 HC 中与基因相关 SNP 的物质基础。