PO.IM02.07 · 免疫学
患者来源葡萄膜黑色素瘤类器官揭示HLA-I限制性肿瘤抗原和肿瘤反应性T细胞
Patient-derived uveal melanoma organoids reveal HLA-I-restricted tumor antigens and tumor-reactive T cells
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
背景:葡萄膜黑色素瘤(UM)是一种罕见但侵袭性强的黑色素瘤亚型,对免疫检查点抑制剂反应有限。鉴定肿瘤特异性或相关抗原以及肿瘤反应性T细胞对推进精准免疫治疗至关重要。患者来源肿瘤类器官(PDO)提供了一种在生理上相关的离体模型,用于研究肿瘤-免疫相互作用并发现新的治疗靶点。
方法:从五例转移性UM患者的细针穿刺活检中建立PDO。通过对HLA-肽复合物进行免疫沉淀后再行质谱(MS)分析,成功表征了三个PDO的HLA-I限制性免疫肽组。将鉴定出的肽段与UniProt人类已审核数据库进行匹配。将来自一个PDO的解离肿瘤细胞用IFN-gamma处理以增强抗原呈递,随后与自体外周血单个核细胞(PBMC)共培养,进行为期四周的连续刺激。在第三次刺激后,通过流式细胞术分析CD8⁺ T细胞,并使用10x Genomics平台进行单细胞RNA测序和配对V(D)J测序,以确定活化T细胞的表型和克隆型。鉴定出肿瘤反应性TCR克隆型,并使用IEDB数据库中的TCRMatch工具分析其CDR3beta序列,以评估序列同源性和潜在的抗原特异性。
结果:免疫肽组分析在三个PDO中分别鉴定出3,628、6,735和10,407个独特的8-11聚体肽段。共享的肿瘤相关抗原(TAA)包括CSPG4、TYRP1、SLC45A2、OCA2、PMEL、TYR、MLANA和SOX10。T细胞活化试验表明,用自体PDO再刺激后,12.3%的CD8⁺ T细胞表现出HLA-I依赖性活化,而HLA-I阻断可消除这种活化。共培养中CD8⁺ T细胞的单细胞RNA测序揭示了再刺激细胞中独有的活化细胞毒性簇,其特征为CD137、GZMH、MIR155HG、PKM和LAG3的高表达。使用TCRMatch进行的TCR克隆型分析鉴定出可能识别PMEL、MART-1和MAGEA10的候选肿瘤反应性TCR。
结论:本研究证明了利用来自转移性UM的PDO来定义HLA-I限制性免疫肽组,并通过自体PDO-PBMC共培养鉴定肿瘤反应性T细胞克隆型的可行性。将免疫肽组学与单细胞RNA/TCR测序相结合,为绘制患者特异性肿瘤-免疫相互作用图谱提供了一个稳健的框架。鉴定出的TAA和肿瘤反应性TCR代表了下一代精准免疫治疗(包括个性化肿瘤疫苗和基于TCR的过继细胞治疗)的潜在生物标志物和靶点。
查看英文原文 English abstract
Background: Uveal melanoma (UM) is a rare but aggressive melanoma subtype with limited response to immune checkpoint inhibitors. Identifying tumor-specific or associated antigens and tumor-reactive T cells is critical to advancing precision immunotherapy. Patient-derived tumor organoids (PDOs) offer a physiologically relevant ex vivo model to study tumor-immune interactions and to uncover novel therapeutic targets.
Methods: PDOs were established from fine-needle aspiration biopsies of five patients with metastatic UM. HLA-I-restricted immunopeptidomes were successfully characterized in three PDOs through immunoprecipitation of HLA-peptide complexes followed by mass spectrometry (MS). Identified peptides were matched against the UniProt human reviewed database. Dissociated tumor cells from one PDOs were treated with IFN-gamma to enhance antigen presentation and then co-cultured with autologous peripheral blood mononuclear cells (PBMCs) for sequential stimulations over four weeks. After a third stimulation, CD8⁺ T cells were analyzed by flow cytometry and subjected to single-cell RNA and paired V(D)J sequencing using the 10x Genomics platform to define phenotypes and clonotypes of activated T cells. Tumor-reactive TCR clonotypes were identified, and their CDR3beta sequences were analyzed using the TCRMatch tool in the IEDB database to assess sequence homology and potential antigen specificity.
Results: Immunopeptidomic analysis identified 3,628, 6,735, and 10,407 unique 8-11mer peptides across three PDOs. Shared tumor-associated antigens (TAAs) included CSPG4, TYRP1, SLC45A2, OCA2, PMEL, TYR, MLANA, and SOX10. T-cell activation assays demonstrated that 12.3% of CD8⁺ T cells exhibited HLA-I-dependent activation upon restimulation with autologous PDOs, which was abrogated by HLA-I blockade. Single-cell RNA sequencing of CD8⁺ T cells in the co-culture revealed activated cytotoxic clusters unique in the restimulated cells, characterized by high expression of CD137, GZMH, MIR155HG, PKM, and LAG3. TCR clonotype analysis using TCRMatch identified candidate tumor-reactive TCRs possibly recognizing PMEL, MART-1, and MAGEA10.
Conclusions: This study demonstrates the feasibility of using PDOs from metastatic UM to define the HLA-I-restricted immunopeptidome and to identify tumor-reactive T-cell clonotypes through autologous PDO-PBMC co-culture. The integration of immunopeptidomics with single-cell RNA/TCR sequencing provides a robust framework for mapping patient-specific tumor-immune interactions. Identified TAAs and tumor-reactive TCRs represent potential biomarkers and targets for next-generation precision immunotherapies, including personalized tumor vaccines and TCR-based adoptive cell therapies.
利益披露 Disclosure
A. Lim, None..
W. Tian, None..
Z. Li, None..
M. Monetti, None..
J. Smithy, None.
C. Zhan,
Replimune Other, multispecialty advisory board.