Departamento de Ciencias Naturales, Universidad Autónoma Metropolitana-Cuajimalpa (UAM-C), Mexico City, Mexico.
Chair of Experimental Bioinformatics, TUM School of Life Sciences Weihenstephan, Technical University of Munich, Munich, Germany.
NPJ Syst Biol Appl. 2022 Feb 7;8(1):5. doi: 10.1038/s41540-022-00214-z.
High-grade serous ovarian carcinoma (HGSC) is the most lethal gynecologic malignancy due to the lack of reliable biomarkers, effective treatment, and chemoresistance. Improving the diagnosis and the development of targeted therapies is still needed. The molecular pathomechanisms driving HGSC progression are not fully understood though crucial for effective diagnosis and identification of novel targeted therapy options. The oncogene CTCFL (BORIS), the paralog of CTCF, is a transcriptional factor highly expressed in ovarian cancer (but in rarely any other tissue in females) with cancer-specific characteristics and therapeutic potential. In this work, we seek to understand the regulatory functions of CTCFL to unravel new target genes with clinical relevance. We used in vitro models to evaluate the transcriptional changes due to the presence of CTCFL, followed by a selection of gene candidates using de novo network enrichment analysis. The resulting mechanistic candidates were further assessed regarding their prognostic potential and druggability. We show that CTCFL-driven genes are involved in cytoplasmic membrane functions; in particular, the PI3K-Akt initiators EGFR1 and VEGFA, as well as ITGB3 and ITGB6 are potential drug targets. Finally, we identified the CTCFL targets ACTBL2, MALT1 and PCDH7 as mechanistic biomarkers to predict survival in HGSC. Finally, we elucidated the value of CTCFL in combination with its targets as a prognostic marker profile for HGSC progression and as putative drug targets.
高级别浆液性卵巢癌(HGSC)是最致命的妇科恶性肿瘤,因为缺乏可靠的生物标志物、有效的治疗方法和化疗耐药性。提高诊断水平和开发靶向治疗方法仍然是必要的。尽管对于有效的诊断和鉴定新的靶向治疗选择至关重要,但推动 HGSC 进展的分子发病机制仍未完全了解。癌基因 CTCFL(BORIS),CTCF 的同源物,是一种在卵巢癌中高度表达的转录因子(但在女性的其他组织中很少表达),具有癌症特异性特征和治疗潜力。在这项工作中,我们试图了解 CTCFL 的调节功能,以揭示具有临床相关性的新靶基因。我们使用体外模型来评估由于 CTCFL 的存在而导致的转录变化,然后使用从头网络富集分析选择基因候选物。对所得的机制候选物进一步评估了其预后潜力和可药性。我们表明,CTCF 驱动的基因参与细胞质膜功能;特别是,PI3K-Akt 起始因子 EGFR1 和 VEGFA 以及 ITGB3 和 ITGB6 是潜在的药物靶点。最后,我们确定了 CTCFL 靶标 ACTBL2、MALT1 和 PCDH7 作为预测 HGSC 生存的机制生物标志物。最后,我们阐明了 CTCFL 与其靶标作为 HGSC 进展的预后标志物谱和潜在药物靶点的价值。