Zou Yi, Sun Huaqin, Guo Yating, Shi Yidan, Jiang Zhiyu, Huang Jingxuan, Li Li, Jiang Fengle, Lin Zeman, Wu Junling, Zhou Ruixiang, Liu Yuncai, Ao Lu
Department of Automation and Key Laboratory of China MOE for System Control and Information Processing, Shanghai Jiao Tong University, Shanghai, China.
Department of Bioinformatics, Fujian Key Laboratory of Medical Bioinformatics, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, China.
Front Oncol. 2021 Mar 25;11:643983. doi: 10.3389/fonc.2021.643983. eCollection 2021.
Melatonin has been shown to play a protective role in the development and progression of cancer. However, the relationship between alterations in the melatonergic microenvironment and cancer development has remained unclear.
We performed a comprehensive investigation on 12 melatonergic genes and their relevance to cancer occurrence, progression and survival by integrating multi-omics data from microarray analysis and RNA sequencing across 11 cancer types. Specifically, the 12 melatonergic genes that we investigated, which reflect the melatonergic microenvironment, included three membrane receptor genes, three nuclear receptor genes, two intracellular receptor genes, one synthetic gene, and three metabolic genes.
Widely coherent underexpression of nuclear receptor genes, intracellular receptor genes, and metabolic genes was observed in cancerous samples from multiple cancer types compared to that in normal samples. Furthermore, genomic and/or epigenetic alterations partially contributed to these abnormal expression patterns in cancerous samples. Moreover, the majority of melatonergic genes had significant prognostic effects in predicting overall survival. Nevertheless, few corresponding alterations in expression were observed during cancer progression, and alterations in expression patterns varied greatly across cancer types. However, the association of melatonergic genes with one specific cancer type, hepatocellular carcinoma, identified as a tumor suppressor and a prognostic marker for patients with hepatocellular carcinoma.
Overall, our study revealed decreased melatonergic gene expression in various cancers, which may help to better elucidate the relationship between melatonin and cancer development. Taken together, our findings highlight the potential prognostic significance of melatonergic genes in various cancers.
褪黑素已被证明在癌症的发生和发展过程中发挥保护作用。然而,褪黑素能微环境的改变与癌症发生之间的关系仍不清楚。
我们通过整合来自11种癌症类型的微阵列分析和RNA测序的多组学数据,对12个褪黑素能基因及其与癌症发生、进展和生存的相关性进行了全面研究。具体而言,我们研究的这12个反映褪黑素能微环境的褪黑素能基因包括三个膜受体基因、三个核受体基因、两个细胞内受体基因、一个合成基因和三个代谢基因。
与正常样本相比,在多种癌症类型的癌组织样本中观察到核受体基因、细胞内受体基因和代谢基因广泛一致的低表达。此外,基因组和/或表观遗传改变部分导致了癌组织样本中的这些异常表达模式。此外,大多数褪黑素能基因在预测总生存期方面具有显著的预后作用。然而,在癌症进展过程中未观察到相应的表达改变,并且表达模式的改变在不同癌症类型中差异很大。然而,褪黑素能基因与一种特定癌症类型——肝细胞癌的关联,被确定为肝细胞癌患者的肿瘤抑制因子和预后标志物。
总体而言,我们的研究揭示了各种癌症中褪黑素能基因表达的降低,这可能有助于更好地阐明褪黑素与癌症发展之间的关系。综上所述,我们的研究结果突出了褪黑素能基因在各种癌症中的潜在预后意义。