Integrated immune-related gene signature predicts clinical outcome for patients with Luminal B breast cancer.

IF 1.5 3区 医学 Q3 SURGERY
Gland surgery Pub Date : 2024-12-31 Epub Date: 2024-12-27 DOI:10.21037/gs-24-377
Zhen Xie, Du Cai, Runyi Ye, Zhen Shan, Ying Lin, Feng Gao, Nan Shao, Xiaying Kuang
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引用次数: 0

Abstract

Background: Luminal B breast cancer is routinely treated with chemotherapy and endocrine therapy. However, its sensitivity to treatment remains heterogeneous; therefore, identifying patients who may most benefit remains crucial. Immune-related genes are reportedly related to the prognosis of breast cancer. The purpose of this study was to evaluate the impact of an immune-related gene signature (IRGS) in predicting the prognosis of patients with Luminal B breast cancer.

Methods: We selected patients with Luminal B breast cancer from two large datasets: 488 from the Metabric dataset (training cohort) and 250 patients from The Cancer Genome Atlas (TCGA) dataset (validation cohort). Prognostic analysis was performed to test the predictive value of IRGS, and enrichment analysis and ESTIMATE were used for deeper function analysis.

Results: A prognostic IRGS model containing 12 immune-related genes was developed. After which, we separated patients with Luminal B breast cancer into low- and high-risk groups in terms of disease-free survival (DFS) (P<0.001). Multivariate analysis identified IRGS as an independent prognostic factor. Furthermore, functional analysis showed that the 12 genes were mainly enriched in pathways related to chemotherapy response, whose expression levels showed completely opposing trends in low- and high-risk groups.

Conclusions: The novel IRGS is a satisfactory and reliable biomarker to predict the clinical outcome of patients with Luminal B breast cancer which potentially facilitating individualised management. Further studies are needed to assess the clinical potential in predicting prognosis and the treatment options for Luminal B breast cancer patients.

综合免疫相关基因标记预测B腔乳腺癌患者的临床预后。
背景:B腔乳腺癌的常规治疗是化疗和内分泌治疗。然而,其对治疗的敏感性仍然存在异质性;因此,确定最可能受益的患者仍然至关重要。据报道,免疫相关基因与乳腺癌的预后有关。本研究的目的是评估免疫相关基因标记(IRGS)在预测B腔乳腺癌患者预后方面的影响。方法:我们从两个大型数据集中选择Luminal B乳腺癌患者:来自Metabric数据集(训练队列)的488例患者和来自癌症基因组图谱(TCGA)数据集(验证队列)的250例患者。采用预后分析验证IRGS的预测价值,并采用富集分析和ESTIMATE进行更深层次的功能分析。结果:建立了包含12个免疫相关基因的预后IRGS模型。之后,我们根据无病生存(DFS)将B腔乳腺癌患者分为低危组和高危组(pp结论:新型IRGS是一种令人满意和可靠的生物标志物,可预测B腔乳腺癌患者的临床结果,可能有助于个体化治疗。需要进一步的研究来评估在预测B腔乳腺癌患者预后和治疗选择方面的临床潜力。
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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来源期刊
Gland surgery
Gland surgery Medicine-Surgery
CiteScore
3.60
自引率
0.00%
发文量
113
期刊介绍: Gland Surgery (Gland Surg; GS, Print ISSN 2227-684X; Online ISSN 2227-8575) being indexed by PubMed/PubMed Central, is an open access, peer-review journal launched at May of 2012, published bio-monthly since February 2015.
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