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肢端黑色素瘤中免疫排除的肿瘤内在驱动因素的鉴定

Identification of tumor-intrinsic drivers of immune exclusion in acral melanoma.

作者信息

Augustin Ryan C, Newman Sarah, Li Aofei, Joy Marion, Lyons Maureen, Pham Mary, Lucas Peter C, Smith Kate, Sander Cindy, Isett Brian, Davar Diwakar, Najjar Yana G, Zarour Hassane M, Kirkwood John M, Luke Jason J, Bao Riyue

出版信息

bioRxiv. 2023 Aug 25:2023.08.24.554717. doi: 10.1101/2023.08.24.554717.

DOI:10.1101/2023.08.24.554717
PMID:37662409
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10473736/
Abstract

BACKGROUND

Acral melanoma (AM) has distinct characteristics as compared to cutaneous melanoma and exhibits poor response to immune checkpoint inhibitors (ICI). Tumor-intrinsic mechanisms of immune exclusion have been identified in many cancers but less studied in AM.

METHODS

We characterized clinically annotated tumors from patients diagnosed with AM at our institution in correlation with ICI response using whole transcriptome RNAseq, whole exome sequencing, CD8 immunohistochemistry, and multispectral immunofluorescence imaging. A defined interferon-γ-associated T cell-inflamed gene signature was used to categorize tumors into non-T cell-inflamed and T cell-inflamed phenotypes. In combination with AM tumors from two published studies, we systematically assessed the immune landscape of AM and detected differential gene expression and pathway activation in a non-T cell-inflamed tumor microenvironment (TME). Two single-cell(sc) RNAseq AM cohorts and 11 bulk RNAseq cohorts of various tumor types were used for independent validation on pathways associated with lack of ICI response. In total, 892 specimens were included in this study.

RESULTS

72.5% of AM tumors showed low expression of the T cell-inflamed gene signature, with 23.9% of total tumors categorized as the non-T cell-inflamed phenotype. Patients of low CD3 CD8 PD1 intratumoral T cell density showed poor prognosis. We identified 11 oncogenic pathways significantly upregulated in non-T cell-inflamed relative to T cell-inflamed TME shared across all three acral cohorts (MYC, HGF, MITF, VEGF, EGFR, SP1, ERBB2, TFEB, SREBF1, SOX2, and CCND1). scRNAseq analysis revealed that tumor cell-expressing pathway scores were significantly higher in low vs high T cell-infiltrated AM tumors. We further demonstrated that the 11 pathways were enriched in ICI non-responders compared to responders across cancers, including acral melanoma, cutaneous melanoma, triple-negative breast cancer, and non-small cell lung cancer. Pathway activation was associated with low expression of interferon stimulated genes, suggesting suppression of antigen presentation. Across the 11 pathways, fatty acid synthase and CXCL8 were unifying downstream target molecules suggesting potential nodes for therapeutic intervention.

CONCLUSIONS

A unique set of pathways is associated with immune exclusion and ICI resistance in AM. These data may inform immunotherapy combinations for immediate clinical translation.

摘要

背景

肢端黑色素瘤(AM)与皮肤黑色素瘤相比具有独特的特征,并且对免疫检查点抑制剂(ICI)反应不佳。免疫排斥的肿瘤内在机制已在许多癌症中得到确认,但在AM中研究较少。

方法

我们使用全转录组RNA测序、全外显子组测序、CD8免疫组织化学和多光谱免疫荧光成像,对在我们机构诊断为AM的患者的临床注释肿瘤进行了表征,并与ICI反应相关联。使用定义的干扰素-γ相关T细胞炎症基因特征将肿瘤分类为非T细胞炎症和T细胞炎症表型。结合两项已发表研究中的AM肿瘤,我们系统地评估了AM的免疫格局,并检测了非T细胞炎症肿瘤微环境(TME)中的差异基因表达和通路激活。使用两个单细胞(sc)RNA测序AM队列和11个不同肿瘤类型的批量RNA测序队列对与ICI反应缺乏相关的通路进行独立验证。本研究共纳入892个标本。

结果

72.5%的AM肿瘤显示T细胞炎症基因特征低表达,23.9%的肿瘤被归类为非T细胞炎症表型。肿瘤内T细胞密度低的CD3+CD8+PD1+患者预后较差。我们确定了在所有三个肢端队列中,相对于T细胞炎症TME,非T细胞炎症中显著上调的11条致癌通路(MYC、HGF、MITF、VEGF、EGFR、SP1、ERBB2、TFEB、SREBF1、SOX2和CCND1)。scRNA测序分析显示,在T细胞浸润低的AM肿瘤与高的AM肿瘤中,肿瘤细胞表达的通路得分显著更高。我们进一步证明,与包括肢端黑色素瘤、皮肤黑色素瘤、三阴性乳腺癌和非小细胞肺癌在内的癌症中的ICI反应者相比,这11条通路在ICI无反应者中富集。通路激活与干扰素刺激基因的低表达相关,提示抗原呈递受到抑制。在这11条通路中,脂肪酸合酶和CXCL8是统一的下游靶分子,提示可能是治疗干预的潜在节点。

结论

一组独特的通路与AM中的免疫排斥和ICI耐药相关。这些数据可能为立即进行临床转化的免疫治疗联合方案提供信息。