Translational Cancer and Immunity Center (TCIC), Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation (QF), PO Box 34110, 00000, Doha, Qatar.
College of Health & Life Sciences, Hamad Bin Khalifa University (HBKU), Qatar Foundation (QF), Doha, Qatar.
Cell Commun Signal. 2023 Sep 28;21(1):265. doi: 10.1186/s12964-023-01290-2.
While the increased screening, changes in lifestyle, and recent advances in treatment regimen have decreased colorectal cancer (CRC) mortality, metastatic disease and recurrence remains a major clinical challenge. In the era of precision medicine, the identification of actionable novel therapeutic targets could ultimately offer an alternative treatment strategy for CRC.
RNA-Seq was conducted using the illumina platform, while bioinformatics analyses were conducted using CLC genomics workbench and iDEP.951. Colony forming unit, flow cytometry, and fluorescent microscopy were used to assess cell proliferation, cell cycle distribution, and cell death, respectively. The growth potential of CRC cells under 3-dimensional (3D) conditions was assessed using Matrigel. STRING database (v11.5) and Ingenuity Pathway Analysis (IPA) tool were used for network and pathway analyses. CRISPR-Cas9 perturbational effects database was used to identify potential therapeutic targets for CRC, through integration with gene-drug interaction database. Structural modeling and molecular docking were used to assess the interaction between candidate drugs and their targets.
In the current study, we investigated the therapeutic potential of targeting TPX2, TTK, DDX39A, and LRP8, commonly upregulated genes in CRC identified through differential expression analysis in CRC and adjacent non-cancerous tissue. Targeted depletion of TPX2 and TTK impaired CRC proliferation, cell cycle progression, and organoid formation under 3D culture conditions, while suppression of DDX39A and LRP8 had modest effects on CRC colony formation. Differential expression analysis and bioinformatics on TPX2 and TTK-deficient cells identified cell cycle regulation as the hallmark associated with loss of TPX2 and TTK. Elevated expression of TPX2 and TTK correlated with an oncogenic state in tumor tissue from patients with colon adenocarcinoma, thus corroborating an oncogenic role for the TPX2/TTK network in the pathogenesis of CRC. Gene set enrichment and pathway analysis of TPX2/TTK CRC identified numerous additional gene targets as integral components of the TPX2/TTK network. Integration of TPX2/TTK enriched network with CRISPR-Cas9 functional screen data identified numerous novel dependencies for CRC. Additionally, gene-drug interaction analysis identified several druggable gene targets enriched in the TPX2/TTK network, including AURKA, TOP2A, CDK1, BIRC5, and many others.
Our data has implicated an essential role for TPX2 and TTK in CRC pathogenesis and identified numerous potential therapeutic targets and their drug interactions, suggesting their potential clinical use as a novel therapeutic strategy for patients with CRC. Video Abstract.
虽然增加的筛查、生活方式的改变和最近治疗方案的进展降低了结直肠癌(CRC)的死亡率,但转移性疾病和复发仍然是一个主要的临床挑战。在精准医学时代,鉴定新的治疗靶点可能最终为 CRC 提供一种替代治疗策略。
使用 illumina 平台进行 RNA-Seq,同时使用 CLC 基因组工作台和 iDEP.951 进行生物信息学分析。集落形成单位、流式细胞术和荧光显微镜分别用于评估细胞增殖、细胞周期分布和细胞死亡。使用 Matrigel 评估 CRC 细胞在 3 维(3D)条件下的生长潜力。STRING 数据库(v11.5)和 Ingenuity Pathway Analysis(IPA)工具用于网络和途径分析。CRISPR-Cas9 扰动效应数据库用于通过与基因-药物相互作用数据库的整合,鉴定 CRC 的潜在治疗靶点。结构建模和分子对接用于评估候选药物与其靶点之间的相互作用。
在本研究中,我们通过 CRC 和相邻非癌组织中的差异表达分析,研究了靶向 TPX2、TTK、DDX39A 和 LRP8 的治疗潜力,这些基因在 CRC 中普遍上调。靶向耗尽 TPX2 和 TTK 会损害 CRC 在 3D 培养条件下的增殖、细胞周期进展和类器官形成,而抑制 DDX39A 和 LRP8 对 CRC 集落形成的影响较小。TPX2 和 TTK 缺陷细胞的差异表达分析和生物信息学分析鉴定出细胞周期调节是与 TPX2 和 TTK 缺失相关的标志。肿瘤组织中 TPX2 和 TTK 的高表达与结肠腺癌患者的致癌状态相关,因此证实了 TPX2/TTK 网络在 CRC 发病机制中的致癌作用。TPX2/TTK CRC 的基因集富集和途径分析确定了许多其他基因靶标作为 TPX2/TTK 网络的组成部分。将 TPX2/TTK 富集网络与 CRISPR-Cas9 功能筛选数据整合,确定了 CRC 的许多新的依赖性。此外,基因-药物相互作用分析鉴定了 TPX2/TTK 网络中丰富的多个潜在治疗靶点及其药物相互作用,包括 AURKA、TOP2A、CDK1、BIRC5 等。
我们的数据表明 TPX2 和 TTK 在 CRC 发病机制中起着重要作用,并确定了许多潜在的治疗靶点及其药物相互作用,提示它们作为 CRC 患者的一种新的治疗策略具有潜在的临床应用价值。