Department of Breast & Thyroid Surgery, Third Affiliated Hospital of Zunyi Medical University/First People's Hospital of Zunyi, Zunyi, China.
Department of Gynecology, Affiliated Hospital of Zunyi Medical University, Zunyi, China.
Dis Markers. 2022 Mar 20;2022:9168556. doi: 10.1155/2022/9168556. eCollection 2022.
Breast cancer (BC) represents the most common form of malignant tumors in women. However, the effectiveness of BC immunotherapy remains very low. Ferroptosis is a recently described form of programmed cell death which has unique characteristics, and associated long-chain noncoding RNAs (lncRNA) are thought to influence the occurrence and development of a variety of tumors. We identified 1,636 lncRNAs associated with ferroptosis in BC patients. 299 differentially expressed ferroptosis-related lncRNAs were subjected to univariate, LASSO regression, and multivariate Cox regression analyses to construct a ten ferroptosis-related lncRNA signature. This ten ferroptosis-related lncRNA signature performed very well in predicting survival of BC patients, and the risk score of the mRNA signature was identified as an independent prognostic factor in this cancer entity. In addition, the signature could be used to predict the immune landscape of BC patients. Low-risk patients had enriched immune-related pathways and more infiltration of most types of immune cells. The signature was also associated with the tumor mutation burden in BC. The results have allowed us to assess the potential for immunotherapy targets exposed by this model. The ferroptosis-related lncRNA risk model reported in the current study has clinical utility in BC prognosis and predicted immunotherapy response.
乳腺癌(BC)是女性最常见的恶性肿瘤形式。然而,BC 免疫疗法的效果仍然非常低。铁死亡是一种最近描述的程序性细胞死亡形式,具有独特的特征,相关的长链非编码 RNA(lncRNA)被认为影响多种肿瘤的发生和发展。我们在 BC 患者中鉴定出与铁死亡相关的 1636 个 lncRNA。对 299 个差异表达的铁死亡相关 lncRNA 进行单变量、LASSO 回归和多变量 Cox 回归分析,构建了一个由 10 个铁死亡相关 lncRNA 组成的特征。该铁死亡相关 lncRNA 特征在预测 BC 患者的生存方面表现非常出色,并且该 mRNA 特征的风险评分被确定为该癌症实体中的一个独立预后因素。此外,该特征可用于预测 BC 患者的免疫景观。低风险患者具有丰富的免疫相关途径,并且大多数类型的免疫细胞浸润更多。该特征还与 BC 中的肿瘤突变负担有关。这些结果使我们能够评估该模型所揭示的免疫治疗靶点的潜力。本研究中报告的铁死亡相关 lncRNA 风险模型在 BC 预后和预测免疫治疗反应方面具有临床应用价值。