Department of Genetics, The University of Alabama at Birmingham, Birmingham, AL, 35294, USA.
Department of Ophthalmology, Harvard Medical School, Boston, MA, 02114, USA.
Acta Neuropathol Commun. 2024 Jun 21;12(1):102. doi: 10.1186/s40478-024-01821-z.
Neurofibromatosis Type 1 (NF1) is caused by loss of function variants in the NF1 gene. Most patients with NF1 develop skin lesions called cutaneous neurofibromas (cNFs). Currently the only approved therapeutic for NF1 is selumetinib, a mitogen -activated protein kinase (MEK) inhibitor. The purpose of this study was to analyze the transcriptome of cNF tumors before and on selumetinib treatment to understand both tumor composition and response. We obtained biopsy sets of tumors both pre- and on- selumetinib treatment from the same individuals and were able to collect sets from four separate individuals. We sequenced mRNA from 5844 nuclei and identified 30,442 genes in the untreated group and sequenced 5701 nuclei and identified 30,127 genes in the selumetinib treated group. We identified and quantified distinct populations of cells (Schwann cells, fibroblasts, pericytes, myeloid cells, melanocytes, keratinocytes, and two populations of endothelial cells). While we anticipated that cell proportions might change with treatment, we did not identify any one cell population that changed significantly, likely due to an inherent level of variability between tumors. We also evaluated differential gene expression based on drug treatment in each cell type. Ingenuity pathway analysis (IPA) was also used to identify pathways that differ on treatment. As anticipated, we identified a significant decrease in ERK/MAPK signaling in cells including Schwann cells but most specifically in myeloid cells. Interestingly, there is a significant decrease in opioid signaling in myeloid and endothelial cells; this downward trend is also observed in Schwann cells and fibroblasts. Cell communication was assessed by RNA velocity, Scriabin, and CellChat analyses which indicated that Schwann cells and fibroblasts have dramatically altered cell states defined by specific gene expression signatures following treatment (RNA velocity). There are dramatic changes in receptor-ligand pairs following treatment (Scriabin), and robust intercellular signaling between virtually all cell types associated with extracellular matrix (ECM) pathways (Collagen, Laminin, Fibronectin, and Nectin) is downregulated after treatment. These response specific gene signatures and interaction pathways could provide clues for understanding treatment outcomes or inform future therapies.
神经纤维瘤病 1 型(NF1)是由 NF1 基因功能丧失变异引起的。大多数 NF1 患者会出现皮肤损伤,称为皮肤神经纤维瘤(cNFs)。目前,NF1 唯一批准的治疗药物是 selumetinib,一种丝裂原活化蛋白激酶(MEK)抑制剂。本研究的目的是分析 cNF 肿瘤在 selumetinib 治疗前后的转录组,以了解肿瘤的组成和反应。我们从同一患者中获得了 selumetinib 治疗前后的肿瘤活检样本,并能够从四个不同的个体中收集样本。我们对 5844 个核的 mRNA 进行了测序,在未治疗组中鉴定出 30442 个基因,并对 5701 个核的 mRNA 进行了测序,在 selumetinib 治疗组中鉴定出 30127 个基因。我们鉴定并量化了不同的细胞群体(施万细胞、成纤维细胞、周细胞、髓样细胞、黑素细胞、角质形成细胞和两种内皮细胞群体)。虽然我们预计细胞比例可能会随治疗而变化,但我们没有发现任何一个细胞群体有显著变化,这可能是由于肿瘤之间存在固有水平的变异性。我们还评估了基于每种细胞类型的药物治疗的差异基因表达。IPA 还用于识别治疗后不同的途径。正如预期的那样,我们发现 ERK/MAPK 信号在包括施万细胞在内的细胞中显著降低,但在髓样细胞中最为显著。有趣的是,髓样细胞和内皮细胞中的阿片样信号显著下降;这种下降趋势也在施万细胞和成纤维细胞中观察到。通过 RNA 速度、Scriabin 和 CellChat 分析评估细胞通讯,这些分析表明,施万细胞和成纤维细胞在治疗后具有显著改变的细胞状态,这是由特定基因表达特征定义的(RNA 速度)。治疗后受体-配体对发生了巨大变化(Scriabin),几乎所有细胞类型之间都存在强烈的细胞间信号,与细胞外基质(ECM)途径相关(胶原、层粘连蛋白、纤连蛋白和神经细胞黏附分子),治疗后下调。这些特定于治疗的基因特征和相互作用途径可以为理解治疗结果提供线索,或为未来的治疗提供信息。