良性和恶性周围神经鞘肿瘤的空间分解转录组学。

IF 13.4 1区 医学 Q1 CLINICAL NEUROLOGY
Juliane Bremer, Pamela Franco, Joelle Aline Menstell, Shelisa Tey, Kamil Kajetan Zajt, Klimentina Popzhelyazkova, Kay Nolte, Jürgen Schlegel, Maria Teresa Pedro, Anja Osterloh, Daniel Delev, Marc Hohenhaus, Christoph Scholz, Oliver Schnell, Juergen Beck, Joachim Weis, Dieter Henrik Heiland
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引用次数: 0

摘要

背景:周围神经鞘肿瘤(PNSTs)包括不同细胞分化和恶性程度的实体。在某些情况下,空间异质性使pnst的诊断和分级复杂化。例如,在恶性PNST (MPNST)中,单细胞测序数据显示肿瘤细胞的分化状态不同。在此,我们旨在确定pnst的空间和生物异质性。方法:对福尔马林固定石蜡包埋病变周围神经组织进行空间转录组学研究。利用空间聚类和加权相关网络分析构建了生态位相似网络和基因表达模块。我们确定了原发性病理中的差异表达,分析了鉴定出的元特征的通路以研究其生物学意义,将转录数据与组织学特征和现有的单细胞数据相结合,并通过免疫组织化学验证了表达数据。结果:我们鉴定出区分pnst的不同转录特征。免疫细胞浸润、APOD和神经周围成纤维细胞标志物的表达突出了混合型PNSTs (HPNSTs)的神经纤维瘤成分。APOD在HPNST和纯神经纤维瘤的神经纤维瘤组织中均匀表达,而神经周围成纤维细胞标记物在HPNST中均匀表达,但在丛状神经纤维瘤中仅限于外周。此外,我们还提供了MPNST的空间细胞分化图谱,定位了雪旺细胞前体、神经嵴样细胞和间质转化细胞。结论:该初步研究表明,将空间转录组学应用于PNSTs提供了对其生物学的重要见解。它有助于建立新的标记,并提供有关细胞组成和细胞分化状态分布的空间信息。结合形态学和高维分子数据,可以提高PNSTs的分类水平。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Spatially resolved transcriptomics of benign and malignant peripheral nerve sheath tumors.

Background: Peripheral nerve sheath tumors (PNSTs) encompass entities with different cellular differentiation and degrees of malignancy. Spatial heterogeneity complicates the diagnosis and grading of PNSTs in some cases. In malignant PNST (MPNST) for example, single-cell sequencing data has shown dissimilar differentiation states of tumor cells. Here, we aimed to determine the spatial and biological heterogeneity of PNSTs.

Methods: We performed spatial transcriptomics on formalin-fixed paraffin-embedded diseased peripheral nerve tissue. We used spatial clustering and weighted correlation network analysis to construct niche-similarity networks and gene expression modules. We determined differential expression in primary pathologies, analyzed pathways to investigate the biological significance of identified meta-signatures, integrated the transcriptional data with histological features and existing single-cell data, and validated expression data by immunohistochemistry.

Results: We identified distinct transcriptional signatures differentiating PNSTs. Immune cell infiltration, APOD, and perineurial fibroblast marker expression highlighted the neurofibroma component of hybrid PNSTs (HPNSTs). While APOD was evenly expressed in neurofibromatous tumor tissue in both, HPNST and pure neurofibromas, perineurial fibroblast markers were evenly expressed in HPNST, but restricted to the periphery in plexiform neurofibromas. Furthermore, we provide a spatial cellular differentiation map for MPNST, locating Schwann cell precursor and neural crest-like cells as well as those with mesenchymal transition.

Conclusions: This pilot study shows that applying spatial transcriptomics to PNSTs provides important insight into their biology. It helps establish new markers and provides spatial information about the cellular composition and distribution of cellular differentiation states. By integrating morphological and high-dimensional molecular data it can improve PNSTs classification in the future.

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来源期刊
Neuro-oncology
Neuro-oncology 医学-临床神经学
CiteScore
27.20
自引率
6.30%
发文量
1434
审稿时长
3-8 weeks
期刊介绍: Neuro-Oncology, the official journal of the Society for Neuro-Oncology, has been published monthly since January 2010. Affiliated with the Japan Society for Neuro-Oncology and the European Association of Neuro-Oncology, it is a global leader in the field. The journal is committed to swiftly disseminating high-quality information across all areas of neuro-oncology. It features peer-reviewed articles, reviews, symposia on various topics, abstracts from annual meetings, and updates from neuro-oncology societies worldwide.
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