Omics analysis of uveal melanoma: Leukocyte gene signatures reveal novel survival distinctions and indicate a prognostic role for cytolytic activity scoring.
Michael Joseph Diaz, Angela Fadil, Giona Kleinberg, Kevin T Root, Lauren Ladehoff, Sai Batchu, Brandon Lucke-Wold
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引用次数: 0
Abstract
Objective: The significant metastatic potential of uveal melanoma (UVM) lends to high mortality. Even with successful local tumor treatment, many patients will develop metastatic disease. The present study aims to elucidate the relationship between tumor-infiltrating immune cell (TIIC) diversity and survival to identify potential therapeutic targets and improve UVM prognosis.
Methods: Bulk deconvolution was used to determine the relative proportions of 22 hematopoietic TIIC from 80 UVM tumor samples. Cytolytic activity (CYT) was determined, and associated survival probabilities were mined using time-to-event data. Nominal P-values were subjected to FDR correction.
Results: High relative abundance of tumor-infiltrating naïve B cells, resting memory CD4+ T cells, and monocytes correlated with better overall and disease-free survival probability. Low relative abundance of CD8+ T cells correlated with better overall survival and disease-free survival probability. CYT correlated positively with relative abundance of naïve B cells, resting memory CD4+ T cells, and monocytes. CYT correlated negatively with relative abundance of CD8+ T cells.
Conclusion: Infiltrating naïve B cells, resting memory CD4+ T cells, monocytes, and CD8+ T cells are potential therapeutic targets in UVM that warrant further investigation. High CYT estimates associate with worse UVM survival outcomes.
目的:葡萄膜黑色素瘤(UVM)具有很大的转移潜力,因此死亡率很高。即使局部肿瘤治疗成功,许多患者仍会出现转移性疾病。本研究旨在阐明肿瘤浸润免疫细胞(TIIC)多样性与存活率之间的关系,从而确定潜在的治疗靶点,改善葡萄膜黑色素瘤的预后:方法:采用批量去卷积法确定了80个紫外线照射肿瘤样本中22个造血TIIC的相对比例。确定了细胞溶解活性(CYT),并利用时间到事件数据挖掘了相关的生存概率。对名义 P 值进行了 FDR 校正:结果:肿瘤浸润幼稚B细胞、静息记忆CD4+ T细胞和单核细胞的相对丰度高与较好的总生存率和无病生存率相关。CD8+ T细胞相对丰度低与总生存率和无病生存率较高相关。CYT 与幼稚 B 细胞、静息记忆 CD4+ T 细胞和单核细胞的相对丰度呈正相关。CYT与CD8+ T细胞的相对丰富度呈负相关:浸润的幼稚 B 细胞、静息记忆 CD4+ T 细胞、单核细胞和 CD8+ T 细胞是紫外线痣的潜在治疗靶点,值得进一步研究。高CYT估计值与UVM生存结果的恶化有关。