In Gino K, Ribeiro Jennifer R, Yin Jun, Xiu Joanne, Bustos Matias A, Ito Fumito, Chow Frances, Zada Gabriel, Hwang Lindsay, Salama April K S, Park Soo J, Moser Justin C, Darabi Sourat, Domingo-Musibay Evidio, Ascierto Maria L, Margolin Kim, Lutzky Jose, Gibney Geoffrey T, Atkins Michael B, Izar Benjamin, Hoon Dave S B, VanderWalde Ari M
Division of Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Caris Life Sciences, Phoenix, AZ, USA.
NPJ Precis Oncol. 2023 Nov 14;7(1):120. doi: 10.1038/s41698-023-00471-z.
Melanoma brain metastases (MBM) are clinically challenging to treat and exhibit variable responses to immune checkpoint therapies. Prior research suggests that MBM exhibit poor tumor immune responses and are enriched in oxidative phosphorylation. Here, we report results from a multi-omic analysis of a large, real-world melanoma cohort. MBM exhibited lower interferon-gamma (IFNγ) scores and T cell-inflamed scores compared to primary cutaneous melanoma (PCM) or extracranial metastases (ECM), which was independent of tumor mutational burden. Among MBM, there were fewer computationally inferred immune cell infiltrates, which correlated with lower TNF and IL12B mRNA levels. Ingenuity pathway analysis (IPA) revealed suppression of inflammatory responses and dendritic cell maturation pathways. MBM also demonstrated a higher frequency of pathogenic PTEN mutations and angiogenic signaling. Oxidative phosphorylation (OXPHOS) was enriched in MBM and negatively correlated with NK cell and B cell-associated transcriptomic signatures. Modulating metabolic or angiogenic pathways in MBM may improve responses to immunotherapy in this difficult-to-treat patient subset.
黑色素瘤脑转移(MBM)在临床上治疗具有挑战性,并且对免疫检查点疗法表现出不同的反应。先前的研究表明,MBM表现出较差的肿瘤免疫反应,并且氧化磷酸化水平较高。在此,我们报告了一项对大型真实世界黑色素瘤队列进行的多组学分析结果。与原发性皮肤黑色素瘤(PCM)或颅外转移(ECM)相比,MBM的干扰素-γ(IFNγ)评分和T细胞炎症评分较低,这与肿瘤突变负荷无关。在MBM中,通过计算推断出的免疫细胞浸润较少,这与较低的TNF和IL12B mRNA水平相关。 Ingenuity通路分析(IPA)显示炎症反应和树突状细胞成熟通路受到抑制。MBM还表现出较高频率的致病性PTEN突变和血管生成信号。氧化磷酸化(OXPHOS)在MBM中富集,并且与自然杀伤细胞和B细胞相关的转录组特征呈负相关。调节MBM中的代谢或血管生成通路可能会改善这一难以治疗的患者亚组对免疫疗法的反应。