Center for Translational Research in Oncology (LIM24), Instituto do Cancer do Estado de Sao Paulo (ICESP), Hospital das Clinicas da Faculdade de Medicina da Universidade de Sao Paulo (HCFMUSP), São Paulo 01246-000, Brazil.
Comprehensive Center for Precision Oncology, Universidade de São Paulo, São Paulo 01246-000, Brazil.
Genes (Basel). 2023 Jul 28;14(8):1550. doi: 10.3390/genes14081550.
In the last decade, there has been a boost in autophagy reports due to its role in cancer progression and its association with tumor resistance to treatment. Despite this, many questions remain to be elucidated and explored among the different tumors. Here, we used omics-based cancer datasets to identify autophagy genes as prognostic markers in cancer. We then combined these findings with independent studies to further characterize the clinical significance of these genes in cancer. Our observations highlight the importance of innovative approaches to analyze tumor heterogeneity, potentially affecting the expression of autophagy-related genes with either pro-tumoral or anti-tumoral functions. In silico analysis allowed for identifying three genes (, , and ) not previously described as associated with autophagy pathways in cancer. While autophagy-related genes were rarely mutated across human cancers, the expression profiles of these genes allowed the clustering of different cancers into three independent groups. We have also analyzed datasets highlighting the effects of drugs or regulatory RNAs on autophagy. Altogether, these data provide a comprehensive list of targets to further the understanding of autophagy mechanisms in cancer and investigate possible therapeutic targets.
在过去的十年中,由于自噬在癌症进展中的作用及其与肿瘤对治疗的耐药性的关联,自噬的报道有所增加。尽管如此,不同肿瘤之间仍有许多问题需要阐明和探讨。在这里,我们使用基于组学的癌症数据集来确定自噬基因作为癌症的预后标志物。然后,我们将这些发现与独立研究相结合,进一步描述这些基因在癌症中的临床意义。我们的观察结果强调了分析肿瘤异质性的创新方法的重要性,这可能会影响自噬相关基因的表达,从而发挥促肿瘤或抗肿瘤功能。通过计算机分析,我们鉴定出了三个以前未被描述为与癌症中自噬途径相关的基因(、和)。虽然自噬相关基因在人类癌症中很少发生突变,但这些基因的表达谱允许将不同的癌症分为三个独立的组。我们还分析了突出显示药物或调节 RNA 对自噬影响的数据集。总的来说,这些数据提供了一个全面的靶点列表,以进一步了解癌症中的自噬机制,并研究可能的治疗靶点。