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鉴定胃癌中与铁死亡相关的亚型、TME 浸润特征,并构建预后模型。

Identification of ferroptosis-related subtypes, characteristics of TME infiltration and development of prognostic models in gastric cancer.

机构信息

Department of Chemotherapy, Affiliated Hospital of Jiangsu University, Jiefang Road 438, Zhenjiang 212001, PR China.

Institute of Radiotherapy, Affiliated Hospital of Jiangsu University, Jiefang Road 438, Zhenjiang 212001, PR China.

出版信息

Int Immunopharmacol. 2024 Mar 30;130:111610. doi: 10.1016/j.intimp.2024.111610. Epub 2024 Feb 24.

Abstract

BACKGROUND

Ferroptosis is a distinct form of cell death characterized by unique morphology, biochemistry, and genetics, playing a crucial role in the initiation, progression, prognosis, and therapeutic strategies of tumors. However, the impact of ferroptosis-related genes (FRGs) on the tumor microenvironment (TME) remains unclear. This study may advance the existing knowledge of FRGs in gastric cancer, and push ahead with more effective prognostic assessment and the development of more effective immunotherapy approaches.

METHODS

FRGs were acquired from the FerrDb database and a consensus clustering technique was adopted to categorize patients with GC into groups in line with the expression profiles of 44 FRGs in order to further investigate the expression properties of these proteins. Assessment of the immune status, microsatellite instability (MSI) and cancer stem cell (CSC) index between the high- and low- risk groups to assess the proportion of TIICs in the TME, ssGSVA was adopted to detect the abundance of infiltrating immune cells from the low-risk and high-risk groups. Expression levels of eight ferroptosis-related genes of prognostic signature in GC tissues and adjacent normal tissues was detected by RT-PCR.

RESULTS

In the GC cohort, TP53 has the highest mutation frequency (44 %), and was shown to be highly linked with the expression levels of 11 FRGs. In accordance with the Kaplan-Meier curve, the overall survival time of patients with subtype A (Low FRG-score) discernibly exceeded that of patients with subtype B (High FRG-score).In addition, there is a significant difference in the infiltration of most immune cells between subtype A and subtype B, and some important immune checkpoints (CTLA4, PDCD1, CD274, LAG3, PDCD1LG2, and HAVCR2) have higher expression in cluster A. Finally, low FRG-scores were significantly associated with MSI-H status, while high FRG-scores were significantly associated with microsatellite stable status (MSS). FRG-score is negatively related to the cancer stem cell (CSC).

CONCLUSION

Low FRG-score, due to its high microsatellite instability (MSI-H), high mutational load and immune activation, indicates the possible advantage of OS. In addition, the FRG-score was closely related to the cancer stem cell (CSC) index and the sensitive degree of chemotherapeutic drug.

摘要

背景

铁死亡是一种独特的细胞死亡形式,具有独特的形态、生化和遗传学特征,在肿瘤的发生、发展、预后和治疗策略中起着至关重要的作用。然而,铁死亡相关基因(FRGs)对肿瘤微环境(TME)的影响尚不清楚。本研究可能会提高人们对胃癌中 FRGs 的现有认识,并推动更有效的预后评估和更有效的免疫治疗方法的发展。

方法

从 FerrDb 数据库中获取 FRGs,并采用共识聚类技术根据 44 个 FRGs 的表达谱将 GC 患者分为不同的组,以进一步研究这些蛋白的表达特性。评估高、低风险组之间的免疫状态、微卫星不稳定性(MSI)和癌症干细胞(CSC)指数,以评估 TME 中 TIIC 的比例,采用 ssGSVA 检测低、高风险组中浸润免疫细胞的丰度。通过 RT-PCR 检测 GC 组织和相邻正常组织中 8 个与预后相关的铁死亡相关基因的表达水平。

结果

在 GC 队列中,TP53 的突变频率最高(44%),并且与 11 个 FRGs 的表达水平高度相关。根据 Kaplan-Meier 曲线,亚组 A(低 FRG 评分)的患者的总生存时间明显长于亚组 B(高 FRG 评分)的患者。此外,亚组 A 和亚组 B 之间大多数免疫细胞的浸润存在显著差异,一些重要的免疫检查点(CTLA4、PDCD1、CD274、LAG3、PDCD1LG2 和 HAVCR2)在簇 A 中表达较高。最后,低 FRG 评分与 MSI-H 状态显著相关,而高 FRG 评分与微卫星稳定状态(MSS)显著相关。FRG 评分与癌症干细胞(CSC)呈负相关。

结论

低 FRG 评分由于其高微卫星不稳定性(MSI-H)、高突变负荷和免疫激活,预示着 OS 的可能优势。此外,FRG 评分与癌症干细胞(CSC)指数和化疗药物的敏感程度密切相关。

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