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

The intricate interplay between Ca<sup>2+</sup> and reactive oxygen species (ROS) signalling systems influences numerous cellular pathways. Dysregulated expression of genes associated with Ca<sup>2+</sup> 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 Ca<sup>2+</sup>-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.

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Publication Details

Journal
Frontiers in Bioinformatics
Published
2025-09-22
DOI
https://doi.org/10.3389/fbinf.2025.1633494
Primary Topic
Genomics, phytochemicals, and oxidative stress
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article
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article

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

Sofı́a Ramos, João Gregório, Nuno Saraiva, Ana Sofia Fernandes
Frontiers in Bioinformatics
Genomics, phytochemicals, and oxidative stress
article

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

Sofı́a Ramos, João Gregório, Nuno Saraiva, Ana Sofia Fernandes
article en

Abstract

The intricate interplay between Ca<sup>2+</sup> and reactive oxygen species (ROS) signalling systems influences numerous cellular pathways. Dysregulated expression of genes associated with Ca<sup>2+</sup> 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 Ca<sup>2+</sup>-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.

Frontiers in BioinformaticsVol. 5
Universidad de Alcalá (ES), Universidade Lusófona (PT)
Openalex Percentile: Top 77%
Genomics, phytochemicals, and oxidative stress
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