snRNA-seq of human cutaneous neurofibromas before and after selumetinib treatment implicates role of altered Schwann cell states, inter-cellular signaling, and extracellular matrix in treatment response.

IF 6.2 2区 医学 Q1 NEUROSCIENCES Acta Neuropathologica Communications Pub Date : 2024-06-21 DOI:10.1186/s40478-024-01821-z
Cameron Church, Christian X Fay, Emil Kriukov, Hui Liu, Ashley Cannon, Lauren Ashley Baldwin, David K Crossman, Bruce Korf, Margaret R Wallace, Andrea M Gross, Brigitte C Widemann, Robert A Kesterson, Petr Baranov, Deeann Wallis
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Abstract

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.

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塞卢米替尼治疗前后人类皮肤神经纤维瘤的snRNA-seq研究表明,许旺细胞状态的改变、细胞间信号传导和细胞外基质在治疗反应中的作用。
1 型神经纤维瘤病(NF1)是由 NF1 基因的功能缺失变异引起的。大多数 NF1 患者会出现皮肤病变,称为皮肤神经纤维瘤(cNFs)。目前唯一获批的 NF1 治疗药物是赛鲁米替尼,这是一种丝裂原活化蛋白激酶(MEK)抑制剂。本研究的目的是分析塞卢米替尼治疗前和治疗后 cNF 肿瘤的转录组,以了解肿瘤的组成和反应。我们从同一个人身上获得了赛鲁米替尼治疗前和治疗后的肿瘤活检组,并从四个不同的人身上收集了活检组。我们对未治疗组的 5844 个细胞核进行了 mRNA 测序,鉴定出 30442 个基因;对赛鲁美替尼治疗组的 5701 个细胞核进行了测序,鉴定出 30127 个基因。我们对不同的细胞群(许旺细胞、成纤维细胞、周细胞、骨髓细胞、黑色素细胞、角质形成细胞和两个内皮细胞群)进行了鉴定和量化。虽然我们预计细胞比例可能会随着治疗而发生变化,但我们并没有发现任何一个细胞群发生了显著变化,这可能是由于肿瘤之间存在固有的变异性。我们还评估了每种细胞类型中基于药物治疗的不同基因表达。此外,我们还使用了 Ingenuity pathway analysis (IPA) 来识别因治疗而不同的通路。正如预期的那样,我们发现ERK/MAPK 信号在包括许旺细胞在内的细胞中明显减少,但在骨髓细胞中最为明显。有趣的是,骨髓细胞和内皮细胞中的阿片类信号转导也出现了显著下降;在许旺细胞和成纤维细胞中也观察到了这种下降趋势。通过 RNA 速度、Scriabin 和 CellChat 分析评估了细胞通讯,结果表明许旺细胞和成纤维细胞在治疗(RNA 速度)后,细胞状态发生了巨大变化,这些变化由特定的基因表达特征所定义。受体配体对在治疗后发生了巨大变化(Scriabin),几乎所有与细胞外基质(ECM)通路(胶原、层粘连蛋白、纤连蛋白和果胶)相关的细胞间信号传递在治疗后都出现了下调。这些反应特异性基因特征和相互作用途径可为了解治疗结果提供线索,或为未来的疗法提供依据。
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来源期刊
Acta Neuropathologica Communications
Acta Neuropathologica Communications Medicine-Pathology and Forensic Medicine
CiteScore
11.20
自引率
2.80%
发文量
162
审稿时长
8 weeks
期刊介绍: "Acta Neuropathologica Communications (ANC)" is a peer-reviewed journal that specializes in the rapid publication of research articles focused on the mechanisms underlying neurological diseases. The journal emphasizes the use of molecular, cellular, and morphological techniques applied to experimental or human tissues to investigate the pathogenesis of neurological disorders. ANC is committed to a fast-track publication process, aiming to publish accepted manuscripts within two months of submission. This expedited timeline is designed to ensure that the latest findings in neuroscience and pathology are disseminated quickly to the scientific community, fostering rapid advancements in the field of neurology and neuroscience. The journal's focus on cutting-edge research and its swift publication schedule make it a valuable resource for researchers, clinicians, and other professionals interested in the study and treatment of neurological conditions.
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