Association between dysregulated expression of Ca2+ and ROS-related genes and breast cancer patient survival.

IF 3.9 Q2 MATHEMATICAL & COMPUTATIONAL BIOLOGY
Frontiers in bioinformatics Pub Date : 2025-09-22 eCollection Date: 2025-01-01 DOI:10.3389/fbinf.2025.1633494
Sofia Ramos, João Gregório, Ana Sofia Fernandes, Nuno Saraiva
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Abstract

The intricate interplay between Ca2+ and reactive oxygen species (ROS) signalling systems influences numerous cellular pathways. Dysregulated expression of genes associated with Ca2+ and ROS homeostasis can significantly impact cancer progression. Despite extensive research, various underlying mechanisms remain elusive, lacking a comprehensive unified perspective. Breast cancer (BC) remains the leading cause of cancer-related deaths among women, highlighting the pressing need to discover novel regulatory mechanisms, therapeutic targets, and potential biomarkers. In this study, we employed a bioinformatic approach based on data from The Cancer Genome Atlas to assess the association between combined dysregulation of specific pairs of genes involved in redox- or Ca2+-related cellular homeostases and patient outcome. These genes were selected by differences in their expression between normal and tumour tissues and in their individual association with patient survival rates. Cumulative proportion survival at the 5-year post-diagnosis was calculated for each quartile of expression within the population exhibiting either high or low expression of a second gene. Additional genes with expression positively or negatively correlated with the set of relevant gene pairs were identified, and a gene enrichment analysis was performed. Our results show that the simultaneous dysregulation of a selected number of gene pairs is substantially associated with BC patient survival. Notably, the expression dysregulation of these gene pairs is associated with altered expression of genes linked to cell cycle regulation, cell adhesion, and cell projection processes. This approach exhibits a significant potential to identify new prognostic biomarkers or drug targets for BC.

Ca2+和ros相关基因表达异常与乳腺癌患者生存的关系。
Ca2+和活性氧(ROS)信号系统之间复杂的相互作用影响许多细胞途径。与Ca2+和ROS稳态相关的基因表达失调可以显著影响癌症的进展。尽管进行了广泛的研究,但各种潜在机制仍然难以捉摸,缺乏全面统一的观点。乳腺癌(BC)仍然是女性癌症相关死亡的主要原因,因此迫切需要发现新的调节机制、治疗靶点和潜在的生物标志物。在这项研究中,我们采用了基于癌症基因组图谱数据的生物信息学方法来评估参与氧化还原或Ca2+相关细胞稳态的特定基因对的联合失调与患者预后之间的关系。这些基因是根据正常组织和肿瘤组织之间的表达差异以及它们与患者存活率的个体关联来选择的。计算第二基因高表达或低表达人群中每个四分位数的5年后累积比例生存率。鉴定出与相关基因对组表达正相关或负相关的其他基因,并进行基因富集分析。我们的研究结果表明,一些基因对的同时失调与BC患者的生存有很大的关系。值得注意的是,这些基因对的表达失调与细胞周期调节、细胞粘附和细胞投射过程相关基因的表达改变有关。这种方法在确定新的预后生物标志物或BC的药物靶点方面显示出巨大的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
2.60
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