The Department of Tumor Biology, The Moffitt Cancer Center and Research Institute, Tampa, Florida.
Department of Neurooncology, The Moffitt Cancer Center and Research Institute, Tampa, Florida.
Clin Cancer Res. 2020 May 1;26(9):2163-2175. doi: 10.1158/1078-0432.CCR-19-2840. Epub 2020 Jan 10.
The development of leptomeningeal melanoma metastases (LMM) is a rare and devastating complication of the late-stage disease, for which no effective treatments exist. Here, we performed a multi-omics analysis of the cerebrospinal fluid (CSF) from patients with LMM to determine how the leptomeningeal microenvironment shapes the biology and therapeutic responses of melanoma cells.
A total of 45 serial CSF samples were collected from 16 patients, 8 of these with confirmed LMM. Of those with LMM, 7 had poor survival (<4 months) and one was an extraordinary responder (still alive with survival >35 months). CSF samples were analyzed by mass spectrometry and incubated with melanoma cells that were subjected to RNA sequencing (RNA-seq) analysis. Functional assays were performed to validate the pathways identified.
Mass spectrometry analyses showed the CSF of most patients with LMM to be enriched for pathways involved in innate immunity, protease-mediated damage, and IGF-related signaling. All of these were anticorrelated in the extraordinary responder. RNA-seq analysis showed CSF to induce PI3K/AKT, integrin, B-cell activation, S-phase entry, TNFR2, TGFβ, and oxidative stress responses in the melanoma cells. ELISA assays confirmed that TGFβ expression increased in the CSF of patients progressing with LMM. CSF from poorly responding patients conferred tolerance to BRAF inhibitor therapy in apoptosis assays.
These analyses identified proteomic/transcriptional signatures in the CSF of patients who succumbed to LMM. We further showed that the CSF from patients with LMM has the potential to modulate BRAF inhibitor responses and may contribute to drug resistance..
软脑膜黑色素瘤转移(LMM)的发展是晚期疾病的一种罕见且破坏性的并发症,目前尚无有效的治疗方法。在这里,我们对 LMM 患者的脑脊液(CSF)进行了多组学分析,以确定软脑膜微环境如何塑造黑色素瘤细胞的生物学和治疗反应。
总共从 16 名患者中收集了 45 份连续的 CSF 样本,其中 8 份为确诊的 LMM。在这些 LMM 患者中,7 名患者的生存时间较短(<4 个月),1 名患者是非凡的应答者(仍存活,生存时间>35 个月)。通过质谱分析和与黑色素瘤细胞孵育来分析 CSF 样本,然后对黑色素瘤细胞进行 RNA 测序(RNA-seq)分析。进行功能测定以验证鉴定出的途径。
质谱分析表明,大多数 LMM 患者的 CSF 富含参与固有免疫、蛋白酶介导的损伤和 IGF 相关信号的途径。在非凡应答者中,所有这些途径均呈负相关。RNA-seq 分析表明 CSF 诱导黑色素瘤细胞发生 PI3K/AKT、整合素、B 细胞激活、S 期进入、TNFR2、TGFβ 和氧化应激反应。ELISA 测定证实,LMM 进展患者的 CSF 中 TGFβ 表达增加。来自应答不良患者的 CSF 在凋亡测定中赋予 BRAF 抑制剂治疗的耐受性。
这些分析确定了在 LMM 患者的 CSF 中存在蛋白质组/转录组特征。我们进一步表明,LMM 患者的 CSF 具有调节 BRAF 抑制剂反应的潜力,并可能导致耐药性。