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CD1D 表达的表观遗传调控作为低免疫原性黑色素瘤对免疫检查点治疗耐药的机制

英文原题:Epigenetic control of CD1D expression as a mechanism of resistance to immune checkpoint therapy in poorly immunogenic melanomas.

查看英文原题

Epigenetic control of CD1D expression as a mechanism of resistance to immune checkpoint therapy in poorly immunogenic melanomas.

PubMed 2023/04/03(内容时间) Front Immunol Q1 · IF 7(JCR 2025)

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中文摘要

免疫检查点治疗(ICT)已经彻底改变了转移性黑色素瘤的治疗。然而,只有一部分患者能达到完全缓解。β2-微球蛋白(β2M)表达缺陷会影响抗原向T细胞的呈递,从而导致ICT耐药。

在此,我们研究了与ICT耐药相关的其他β2M相关生物标志物。我们利用STRING数据库筛选出与人β2M相互作用的免疫生物标志物。接下来,我们在黑色素瘤GDC-TCGA-SKCM数据集以及一组公开可获得的、接受ICT(抗PD1)治疗的转移性黑色素瘤队列中,分析了这些生物标志物的转录组表达及其与临床和生存结局的关联。

我们使用来自黑色素瘤GDC-TCGA-SKCM研究的Illumina Human Methylation 450数据集,探讨了所识别生物标志物的表观遗传调控。

我们发现,β2M在蛋白水平上与CD1d、CD1b和FCGRT相关。在B2M表达缺失后,黑色素瘤患者中B2M与CD1D、CD1B和FCGRT的共表达及相关性特征发生解离。在GDC-TCGA-SKCM数据集中生存结局较差的患者、对抗PD1免疫治疗无应答的患者以及耐药抗PD1临床前模型中,通常可发现较低的CD1D表达。免疫细胞丰度研究表明,在对抗PD1免疫治疗有应答的患者中,B2M和CD1D均在肿瘤细胞和树突状细胞中富集。这些患者还显示肿瘤微环境(TME)中自然杀伤T(NKT)细胞特征水平升高。黑色素瘤TME中的甲基化反应影响B2M和SPI1的表达,而SPI1控制CD1D表达。这些发现表明,黑色素瘤TME中的表观遗传变化可能影响β2M和CD1d介导的功能,例如向T细胞和NKT细胞呈递抗原。

我们的假设基于对来自四个临床队列和鼠标模型的大型转录组数据集的全面生物信息学分析。它将受益于进一步开发完善的免疫功能测定,以支持理解导致β2M和CD1d表观遗传控制的分子过程。这一研究方向可能有助于合理开发针对对ICT反应不佳的转移性黑色素瘤患者的新联合治疗。

展开英文摘要原文

Immune Checkpoint Therapies (ICT) have revolutionized the treatment of metastatic melanoma.

However, only a subset of patients reaches complete responses. Deficient β2-microglobulin (β2M) expression impacts antigen presentation to T cells, leading to ICT resistance.

Here, we investigate alternative β2M-correlated biomarkers that associate with ICT resistance.

We shortlisted immune biomarkers interacting with human β2M using the STRING database. Next, we profiled the transcriptomic expression of these biomarkers in association with clinical and survival outcomes in the melanoma GDC-TCGA-SKCM dataset and a collection of publicly available metastatic melanoma cohorts treated with ICT (anti-PD1). Epigenetic control of identified biomarkers was interrogated using the Illumina Human Methylation 450 dataset from the melanoma GDC-TCGA-SKCM study.

We show that β2M associates with CD1d, CD1b, and FCGRT at the protein level. Co-expression and correlation profile of B2M with CD1D , CD1B , and FCGRT dissociates in melanoma patients following B2M expression loss. Lower CD1D expression is typically found in patients with poor survival outcomes from the GDC-TCGA-SKCM dataset, in patients not responding to anti-PD1 immunotherapies, and in a resistant anti-PD1 pre-clinical model.

Immune cell abundance study reveals that B2M and CD1D are both enriched in tumor cells and dendritic cells from patients responding to anti-PD1 immunotherapies. These patients also show increased levels of natural killer T (NKT) cell signatures in the tumor microenvironment (TME). Methylation reactions in the TME of melanoma impact the expression of B2M and SPI1 , which controls CD1D expression.

These findings suggest that epigenetic changes in the TME of melanoma may impact β2M and CD1d-mediated functions, such as antigen presentation for T cells and NKT cells.

Our hypothesis is grounded in comprehensive bioinformatic analyses of a large transcriptomic dataset from four clinical cohorts and mouse models. It will benefit from further development using well-established functional immune assays to support understanding the molecular processes leading to epigenetic control of β2M and CD1d. This research line may lead to the rational development of new combinatorial treatments for metastatic melanoma patients that poorly respond to ICT.

论文信息

作者
Wang MM、Koskela SA、Mehmood A、Langguth M、Maranou E、Figueiredo CR
单位
Medical Immune Oncology Research Group (MIORG), Institute of Biomedicine, Faculty of Medicine, University of Turku, Turku, Finland.Finland
文献类型
非美国政府资助研究
期刊
Frontiers in immunology2023
原文标识
PubMed 37077920 · DOI 10.3389/fimmu.2023.1152228