Department of Biochemistry, Panjab University, Chandigarh, India.
Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
Sci Rep. 2022 Oct 29;12(1):18239. doi: 10.1038/s41598-022-20976-0.
Despite numerous reports on the altered sphingolipids metabolism in human cancers, their clinical significance in breast cancer remains obscure. Previously, we identified the high levels of sphingolipids, ceramide phosphates and sphingosine phosphates, and the genes involved in their synthesis, CERK and SPHK1, in breast cancer patients. The present study aimed to determine the correlations of CERK and SPHK1 with clinical outcomes as well as metastasis and drug resistance markers. Both local and TCGA cohorts were analysed. High-confidence regulatory interaction network was constructed to find association of target genes with metastasis and drug resistance. Furthermore, correlations of CERK and SPHK1 with selected metastasis and drug resistance markers were validated in both cohorts. Overexpression of CERK and SPHK1 was associated with nodal metastasis, late tumor stage and high proliferation potency. In addition, increased CERK expression was also indicative of poor patient survival. Computational network analysis revealed the association of CERK and SPHK1 with known metastasis markers MMP-2 and MMP-9 and drug resistance markers ABCC1 and ABCG2. Correlation analysis confirmed the associations of target genes with these markers in both local as well as TCGA cohort. The above findings suggest clinical utility of CERK and SPHK1 as potential biomarkers in breast cancer patients and thus could provide novel leads in the development of therapeutics.
尽管有大量关于人类癌症中鞘脂代谢改变的报道,但它们在乳腺癌中的临床意义仍不清楚。此前,我们在乳腺癌患者中发现了高水平的鞘脂、神经酰胺磷酸和鞘氨醇磷酸,以及参与其合成的基因 CERK 和 SPHK1。本研究旨在确定 CERK 和 SPHK1 与临床结果以及转移和耐药标志物的相关性。对本地和 TCGA 队列进行了分析。构建了高可信度的调控相互作用网络,以发现靶基因与转移和耐药性的关联。此外,还在两个队列中验证了 CERK 和 SPHK1 与选定的转移和耐药标志物的相关性。CERK 和 SPHK1 的过表达与淋巴结转移、晚期肿瘤分期和高增殖能力有关。此外,CERK 表达的增加也预示着患者预后不良。计算网络分析显示 CERK 和 SPHK1 与已知的转移标志物 MMP-2 和 MMP-9 以及耐药标志物 ABCC1 和 ABCG2 相关。相关性分析证实了这些基因在本地和 TCGA 队列中与这些标志物的关联。上述发现表明 CERK 和 SPHK1 作为乳腺癌患者潜在的生物标志物具有临床应用价值,因此可能为治疗药物的开发提供新的线索。