Personalized Genomics Laboratory, CRI Center for Computational Systems Biology, Roy G Perry College of Engineering, Prairie View A&M University, Prairie View, TX 77446, USA.
Genes (Basel). 2020 Sep 2;11(9):1030. doi: 10.3390/genes11091030.
Publicly available (own) transcriptomic data have been analyzed to quantify the alteration in functional pathways in thyroid cancer, establish the gene hierarchy, identify potential gene targets and predict the effects of their manipulation. The expression data have been generated by profiling one case of papillary thyroid carcinoma (PTC) and genetically manipulated BCPAP (papillary) and 8505C (anaplastic) human thyroid cancer cell lines. The study used the genomic fabric paradigm that considers the transcriptome as a multi-dimensional mathematical object based on the three independent characteristics that can be derived for each gene from the expression data. We found remarkable remodeling of the thyroid hormone synthesis, cell cycle, oxidative phosphorylation and apoptosis pathways. Serine peptidase inhibitor, Kunitz type, 2 () was identified as the Gene Master Regulator of the investigated PTC. The substantial increase in the expression synergism of with apoptosis genes in the cancer nodule with respect to the surrounding normal tissue (NOR) suggests that experimental overexpression may force the PTC cells into apoptosis with a negligible effect on the NOR cells. The predictive value of the expression coordination for the expression regulation was validated with data from 8505C and BCPAP cell lines before and after lentiviral transfection with
已分析公开(自有)转录组数据,以量化甲状腺癌功能途径的改变,确定基因层次结构,鉴定潜在的基因靶点,并预测其操作的效果。表达数据是通过对 1 例甲状腺乳头状癌 (PTC) 和基因操作的 BCPAP (乳头状) 和 8505C (间变性) 人甲状腺癌细胞系进行分析得出的。该研究使用基因组结构范式,将转录组视为基于从表达数据中可推导出的每个基因的三个独立特征的多维数学对象。我们发现甲状腺激素合成、细胞周期、氧化磷酸化和细胞凋亡途径发生了显著重塑。丝氨酸蛋白酶抑制剂 Kunitz 型 2 () 被确定为所研究的 PTC 的基因主调控因子。与周围正常组织 (NOR) 相比,在癌结节中 与凋亡基因的表达协同作用显著增加,表明 实验过表达可能迫使 PTC 细胞凋亡,而对 NOR 细胞几乎没有影响。用 8505C 和 BCPAP 细胞系转染前后的数据验证了表达协调对表达调控的预测价值