Liverpool Ocular Oncology Research Group (LOORG), Institute of Systems Molecular and Integrative Biology, Department of Molecular and Clinical Cancer Medicine, University of Liverpool, Liverpool, UK.
Medical Immune Oncology Research Group (MIORG), Institute of Biomedicine, Faculty of Medicine, University of Turku, Turku, Finland.
J Pathol. 2023 Jun;260(2):203-221. doi: 10.1002/path.6076. Epub 2023 Mar 31.
Metastatic uveal melanoma remains incurable at present. We previously demonstrated that loss of BAP1 gene expression in tumour cells triggers molecular mechanisms of immunosuppression in the tumour microenvironment (TME) of metastatic uveal melanoma. Adipophilin is a structural protein of lipid droplets involved in fat storage within mammalian cells, and its expression has been identified in uveal melanoma. We comprehensively evaluated adipophilin expression at the RNA (PLIN2) and protein levels of 80 patients of the GDC-TCGA-UM study and in a local cohort of 43 primary uveal melanoma samples respectively. PLIN2 expression is a survival prognosticator biomarker in uveal melanoma. Loss of adipophilin expression is significantly associated with monosomy 3 status and nuclear BAP1 losses in uveal melanoma tumours. Integrative transcriptomic and secretome studies show a relationship between transient loss of adipophilin expression and increased levels of tumour-associated macrophages and hypoxia genes, suggesting PLIN2-dependent changes in oxygen and lipid metabolism in the TME of low and high-metastatic risk uveal melanoma. We designed four adipophilin-based multigene signatures for uveal melanoma prognostication using a transcriptomic and secretome survival-functional network approach. Adipophilin-based multigene signatures were validated in BAP1-positive and BAP1-negative uveal melanoma cell lines using a next-generation RNA sequencing approach. We identified existing small molecules, mostly adrenergic, retinoid, and glucocorticoid receptor agonists, MEK, and RAF inhibitors, with the potential to reverse this multigene signature expression in uveal melanoma. Some of these molecules were able to impact tumour cell viability, and carvedilol, an adrenergic receptor antagonist, restored PLIN2 levels, mimicking the expression of normoxia/lipid storage signatures and reversing the expression of hypoxia/lipolysis signatures in co-cultures of uveal melanoma cells with human macrophages. These findings open up a new research line for understanding the lipid metabolic regulation of immune responses, with implications for therapeutic innovation in uveal melanoma. © 2023 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.
目前转移性葡萄膜黑色素瘤仍然无法治愈。我们之前的研究表明,肿瘤细胞中 BAP1 基因表达的缺失会触发转移性葡萄膜黑色素瘤肿瘤微环境(TME)中的免疫抑制分子机制。脂滴的结构蛋白脂肪滴素(adipophilin)参与哺乳动物细胞内脂肪的储存,其在葡萄膜黑色素瘤中已有表达。我们分别在 GDC-TCGA-UM 研究的 80 名患者和 43 名原发性葡萄膜黑色素瘤样本的局部队列中全面评估了 80 名患者的 RNA(PLIN2)和蛋白质水平的脂肪滴素表达。PLIN2 表达是葡萄膜黑色素瘤的生存预后标志物。脂肪滴素表达缺失与葡萄膜黑色素瘤肿瘤的单体 3 状态和核 BAP1 缺失显著相关。综合转录组学和 secretome 研究表明,脂肪滴素表达短暂缺失与肿瘤相关巨噬细胞和缺氧基因水平升高之间存在关系,提示低转移风险和高转移风险葡萄膜黑色素瘤 TME 中 PLIN2 依赖的氧和脂质代谢变化。我们使用转录组学和 secretome 生存功能网络方法设计了四个基于脂肪滴素的多基因签名来预测葡萄膜黑色素瘤的预后。我们使用下一代 RNA 测序方法在 BAP1 阳性和 BAP1 阴性葡萄膜黑色素瘤细胞系中验证了基于脂肪滴素的多基因签名。我们鉴定了一些现有的小分子,主要是肾上腺素能、视黄酸和糖皮质激素受体激动剂、MEK 和 RAF 抑制剂,它们有可能逆转葡萄膜黑色素瘤的这种多基因特征表达。其中一些分子能够影响肿瘤细胞活力,而卡维地洛(carvedilol),一种肾上腺素能受体拮抗剂,可恢复 PLIN2 水平,模拟正常氧/脂质储存特征的表达,并逆转葡萄膜黑色素瘤细胞与人巨噬细胞共培养物中缺氧/脂肪分解特征的表达。这些发现为理解免疫反应的脂质代谢调控开辟了新的研究路线,为葡萄膜黑色素瘤的治疗创新提供了启示。