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Reference gene validation for gene expression normalization in canine osteosarcoma: a geNorm algorithm approach

机译:犬骨肉瘤基因表达正常化的参考基因验证:geNorm算法

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Quantitative PCR (qPCR) is a common method for quantifying mRNA expression. Given the heterogeneity present in tumor tissues, it is crucial to normalize target mRNA expression data using appropriate reference genes that are stably expressed under a variety of pathological and experimental conditions. No studies have validated specific reference genes in canine osteosarcoma (OS). Previous gene expression studies involving canine OS have used one or two reference genes to normalize gene expression. This study aimed to validate a panel of reference genes commonly used for normalization of canine OS gene expression data using the geNorm algorithm. qPCR analysis of nine canine reference genes was performed on 40 snap-frozen primary OS tumors and seven cell lines. Tumors with a variety of clinical and pathological characteristics were selected. Gene expression stability and the optimal number of reference genes for gene expression normalization were calculated. RPS5 and HNRNPH were highly stable among OS cell lines, while RPS5 and RPS19 were the best combination for primary tumors. Pairwise variation analysis recommended four and two reference genes for optimal normalization of the expression data of canine OS tumors and cell lines, respectively. Appropriate combinations of reference genes are recommended to normalize mRNA levels in canine OS tumors and cell lines to facilitate standardized and reliable quantification of target gene expression, which is essential for investigating key genes involved in canine OS metastasis and for comparative biomarker discovery.
机译:定量PCR(qPCR)是定量mRNA表达的常用方法。考虑到肿瘤组织中存在异质性,使用在各种病理和实验条件下稳定表达的适当参考基因对靶标mRNA表达数据进行标准化至关重要。尚无研究验证犬骨肉瘤(OS)中的特定参考基因。先前涉及犬OS的基因表达研究已经使用一个或两个参考基因来标准化基因表达。这项研究旨在验证使用geNorm算法通常用于犬OS基因表达数据标准化的一组参考基因。对40个速冻原发性OS肿瘤和7个细胞系进行了9个犬类参考基因的qPCR分析。选择具有各种临床和病理特征的肿瘤。计算基因表达稳定性和用于基因表达标准化的参考基因的最佳数目。 RPS5和HNRNPH在OS细胞系中高度稳定,而RPS5和RPS19是原发性肿瘤的最佳组合。成对变异分析推荐了四个和两个参考基因,分别用于犬OS肿瘤和细胞系表达数据的最佳标准化。建议参考基因的适当组合以使犬OS肿瘤和细胞系中的mRNA水平正常化,以促进靶基因表达的标准化和可靠定量,这对于研究犬OS转移涉及的关键基因和比较生物标志物的发现至关重要。

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