研究概要
HLA-C受DNA甲基化调控,在间皮瘤预后中发挥核心作用,通过调节TME内的免疫反应、炎症细胞因子、血细胞群体和代谢过程来实现。我们的研究结果表明,HLA-C既可作为预后生物标志物,也可作为间皮瘤的潜在治疗靶点,为驱动这种侵袭性癌症的分子机制提供了新的见解。
研究思路结论见上方概要
背景
恶性间皮瘤是一种高度侵袭性的癌症,预后差且治疗选择有限。肿瘤微环境(TME)在驱动肿瘤进展中发挥关键作用,其中免疫细胞影响疾病结局。然而,支撑间皮瘤进展的分子机制仍未得到充分理解。HLA-C 是一种 I 类主要组织相容性复合体(MHC)分子,已被认为与免疫调节和癌症进展有关,但其在间皮瘤中的具体作用尚未被彻底研究。
方法
本研究采用综合的多组学方法,整合单细胞 RNA 测序、表达数量性状位点(eQTL)分析和孟德尔随机化(MR),以阐明 HLA-C 在间皮瘤进展中的作用。我们首先分析了 TME 中 HLA-C 的表达,特别关注免疫细胞,尤其是巨噬细胞。利用 TCGA 间皮瘤队列的数据进行生存分析,以评估 HLA-C 表达的临床相关性。我们利用中介 MR 分析研究 DNA 甲基化对 HLA-C 表达的影响,识别可能影响患者预后的关键中介因素,如炎症细胞因子、免疫细胞群体、血细胞类型和代谢物。
结果
HLA-C在TME内主要表达于巨噬细胞、T细胞和NK细胞,且较高的表达水平与患者生存改善相关。MR分析显示,DNA甲基化调控HLA-C表达,进而影响间皮瘤结局。中介MR分析涵盖91种炎性细胞因子、731个免疫细胞群体、91种血细胞类型和1400种代谢物,突出了HLA-C影响预后的若干关键中介因素,包括IL-10、CD33dim HLA DR-髓系细胞上的CD33表达、网织红细胞扰动反应以及ADP与柠檬酸盐比值。基因集富集分析(GSEA)显示,在高HLA-C表达患者中,免疫相关和炎症通路显著富集。
展开英文摘要原文
BACKGROUND: Malignant mesothelioma is a highly aggressive cancer with a poor prognosis and limited therapeutic options. The tumor microenvironment (TME) plays a pivotal role in driving tumor progression, with immune cells influencing disease outcomes. However, the molecular mechanisms underpinning mesothelioma's progression remain insufficiently understood. HLA-C, a class I major histocompatibility complex (MHC) molecule, has been implicated in immune modulation and cancer progression, but its specific role in mesothelioma has yet to be thoroughly investigated.
METHODS: This study employed a comprehensive multi-omics approach, integrating single-cell RNA sequencing, expression quantitative trait loci (eQTL) analysis, and Mendelian randomization (MR), to elucidate the role of HLA-C in mesothelioma progression. We first analyzed HLA-C expression within the TME, with particular focus on immune cells, especially macrophages. Survival analysis was conducted using data from the TCGA mesothelioma cohort to assess the clinical relevance of HLA-C expression. We utilized mediated MR analysis to investigate the impact of DNA methylation on HLA-C expression, identifying key mediators such as inflammatory cytokines, immune cell populations, blood cell types, and metabolites that could potentially influence patient prognosis.
RESULTS: HLA-C was predominantly expressed in macrophages, T cells, and NK cells within the TME, and higher expression levels were associated with improved patient survival. MR analysis revealed that DNA methylation regulates HLA-C expression, which in turn impacts mesothelioma outcomes. Mediated MR analysis, encompassing 91 inflammatory cytokines, 731 immune cell populations, 91 blood cell types, and 1400 metabolites, highlighted several critical mediators of HLA-C's effect on prognosis, including IL-10, CD33 expression on CD33dim HLA DR- myeloid cells, the reticulocyte perturbation response, and the ADP-to-citrate ratio. Gene set enrichment analysis (GSEA) showed significant enrichment of immune-related and inflammatory pathways in patients with high HLA-C expression.
CONCLUSION: HLA-C, regulated by DNA methylation, plays a central role in mesothelioma prognosis by modulating immune responses, inflammatory cytokines, blood cell populations, and metabolic processes within the TME. Our findings suggest that HLA-C could serve as both a prognostic biomarker and a potential therapeutic target for mesothelioma, offering new insights into the molecular mechanisms driving this aggressive cancer.
论文信息
- 作者
- Zhang H、Yu L、Guo Y、Ming J、Guo Z
- 第一作者单位
- Department of Surgical Pathology, School of Medicine, Women's Hospital, Zhejiang University, Hangzhou, China.China
- 通讯作者单位
- Department of Pathology, Cancer Center, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, China. ivyguocn@126.com.China
- 期刊
- Cancer immunology, immunotherapy : CII2025 Mar 25