Multi‐Omics Analysis of Aberrances and Functional Implications of <scp>IRF5</scp> in Digestive Tract Tumours

Oesophageal cancer (EC) is a common gastrointestinal malignancy and includes oesophageal squamous cell carcinoma (ESCC) and oesophageal adenocarcinoma (EAC) sub-types. Gene signatures predicting patient outcomes are not routinely used in clinical practice, particularly owing to batch effects and data standardisation. Here, we sought to establish and validate a reliable signature of senescence-related genes (SRGs) that would aid in predicting prognosis in patients with EC. We downloaded transcriptomics data, and a novel pairwise comparison algorithm selected valid SRG pairs (SRGPs) to construct a prognostic SRGP signature. The SRGPs were verified using Kaplan-Meier survival and receiver operating characteristic curve analyses. Additionally, the relationships between the SRGP signatures and prognosis, immune cell infiltration and chemotherapeutic drug responsiveness were evaluated. The random forest algorithm identified the most clinically significant genes, followed by experimental validation. 19 and 26 SRGP signatures were created for ESCC (n = 81) and EAC (n = 79), respectively. Patients with EC were divided into two groups based on the median risk score. The Kaplan-Meier analysis demonstrated significant differences in overall survival between the ESCC and EAC groups (p < 0.001). The sub-types exhibited different immune signatures. IRF5 was the most clinically significant gene for ESCC. It was highly expressed in ESCC cells, and IRF5 knockdown inhibited cell migration and proliferation, while promoting apoptosis and senescence. The SRGP signature may predict prognosis and immunotherapeutic responses, and IRF5 is a potential target gene for ESCC.

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Publication Details

Journal
Journal of Cellular and Molecular Medicine
Published
2025-02-01
DOI
https://doi.org/10.1111/jcmm.70433
Primary Topic
Cancer, Hypoxia, and Metabolism
Type
article
Field-Weighted Citation Impact
0.00

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article

Multi‐Omics Analysis of Aberrances and Functional Implications of IRF5 in Digestive Tract Tumours

Yao Long, Yanxin Fang, Junrui Xu, Chen Xiu et al.
Journal of Cellular and Molecular Medicine
Cancer, Hypoxia, and Metabolism
article

Multi‐Omics Analysis of Aberrances and Functional Implications of IRF5 in Digestive Tract Tumours

Yao Long, Yanxin Fang, Junrui Xu, Chen Xiu, Yunlong Huang, Kaiming Wu, Renquan Zhang, Xin Huang
article en

Abstract

Oesophageal cancer (EC) is a common gastrointestinal malignancy and includes oesophageal squamous cell carcinoma (ESCC) and oesophageal adenocarcinoma (EAC) sub-types. Gene signatures predicting patient outcomes are not routinely used in clinical practice, particularly owing to batch effects and data standardisation. Here, we sought to establish and validate a reliable signature of senescence-related genes (SRGs) that would aid in predicting prognosis in patients with EC. We downloaded transcriptomics data, and a novel pairwise comparison algorithm selected valid SRG pairs (SRGPs) to construct a prognostic SRGP signature. The SRGPs were verified using Kaplan-Meier survival and receiver operating characteristic curve analyses. Additionally, the relationships between the SRGP signatures and prognosis, immune cell infiltration and chemotherapeutic drug responsiveness were evaluated. The random forest algorithm identified the most clinically significant genes, followed by experimental validation. 19 and 26 SRGP signatures were created for ESCC (n = 81) and EAC (n = 79), respectively. Patients with EC were divided into two groups based on the median risk score. The Kaplan-Meier analysis demonstrated significant differences in overall survival between the ESCC and EAC groups (p < 0.001). The sub-types exhibited different immune signatures. IRF5 was the most clinically significant gene for ESCC. It was highly expressed in ESCC cells, and IRF5 knockdown inhibited cell migration and proliferation, while promoting apoptosis and senescence. The SRGP signature may predict prognosis and immunotherapeutic responses, and IRF5 is a potential target gene for ESCC.

Journal of Cellular and Molecular MedicineVol. 29(4)
Anhui Medical University (CN), Anhui Provincial Hospital (CN), First Affiliated Hospital of Anhui Medical University (CN)
Anhui Provincial Department of Education
Openalex Percentile: Top 96%
Cancer, Hypoxia, and Metabolism
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