Integration of single-nuclei RNA-sequencing, spatial transcriptomics and histochemistry defines the complex microenvironment of NF1-associated plexiform neurofibromas.

IF 6.2 2区 医学 Q1 NEUROSCIENCES Acta Neuropathologica Communications Pub Date : 2023-09-28 DOI:10.1186/s40478-023-01639-1
Vladimir Amani, Kent A Riemondy, Rui Fu, Andrea M Griesinger, Enrique Grimaldo, Graziella Ribeiro De Sousa, Ahmed Gilani, Molly Hemenway, Nicholas K Foreman, Andrew M Donson, Nicholas Willard
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Abstract

Plexiform neurofibroma (PN) is a leading cause of morbidity in children with the genetic condition Neurofibromatosis Type 1 (NF1), often disfiguring or threatening vital structures. During formation of PN, a complex tumor microenvironment (TME) develops, with recruitment of neoplastic and non-neoplastic cell types being critical for growth and progression. Due to the cohesive cellularity of PN, single-cell RNA-sequencing is difficult and may result in a loss of detection of critical cellular subpopulations. To bypass this barrier, we performed single-nuclei RNA-sequencing (snRNA-seq) on 8 frozen PN samples, and integrated this with spatial transcriptomics (ST) in 4 PN samples and immunohistochemistry to provide morphological context to transcriptomic data. SnRNA-seq analysis definitively charted the heterogeneous cellular subpopulations in the PN TME, with the predominant fraction being fibroblast subtypes. PN showed a remarkable amount of inter-sample homogeneity regarding cellular subpopulation proportions despite being resected from a variety of anatomical locations. ST analysis identified distinct cellular subpopulations which were annotated using snRNA-seq data and correlated with histological features. Schwann cell/fibroblast interactions were identified by receptor/ligand interaction analysis demonstrating a high probability of Neurexin 1/Neuroligin 1 (NRXN1/NLGN1) receptor-ligand cross-talk predicted between fibroblasts and non-myelinated Schwann cells (NM-SC) and subtypes, respectively. We observed aberrant expression of NRXN1 and NLGN1 in our PN snRNA-seq data compared to a normal mouse sciatic nerve single-cell RNA-seq dataset. This pathway has never been described in PN and may indicate a clear and direct communication pathway between putative NM-SC cells of origin and surrounding fibroblasts, potentially driving disease progression. SnRNA-seq integrated with spatial transcriptomics advances our understanding of the complex cellular heterogeneity of PN TME and identify potential novel communication pathways that may drive disease progression, a finding that could provide translational therapy options for patients with these devastating tumors of childhood and early adulthood.

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单核RNA测序、空间转录组学和组织化学的整合定义了NF1相关丛状神经纤维瘤的复杂微环境。
丛状神经纤维瘤(PN)是遗传性1型神经纤维瘤病(NF1)儿童发病的主要原因,通常会破坏或威胁生命结构。在PN的形成过程中,形成了复杂的肿瘤微环境(TME),肿瘤和非肿瘤细胞类型的募集对生长和进展至关重要。由于PN的内聚细胞性,单细胞RNA测序很困难,可能导致关键细胞亚群的检测丢失。为了绕过这一障碍,我们对8个冷冻PN样本进行了单核RNA测序(snRNA-seq),并将其与4个PN样本的空间转录组学(ST)和免疫组织化学相结合,为转录组数据提供形态学背景。SnRNA-seq分析明确地绘制了PN-TME中的异质性细胞亚群,主要部分是成纤维细胞亚型。尽管PN是从各种解剖位置切除的,但其细胞亚群比例在样本间表现出显著的同质性。ST分析确定了不同的细胞亚群,这些亚群使用snRNA-seq数据进行了注释,并与组织学特征相关。通过受体/配体相互作用分析鉴定了雪旺细胞/成纤维细胞的相互作用,表明在成纤维细胞和无髓鞘雪旺细胞(NM-SC)及其亚型之间预测的Neurexin1/Neuroligin 1(NRXN1/NLGN1)受体-配体串扰的可能性很高。与正常小鼠坐骨神经单细胞RNA-seq数据集相比,我们在PN snRNA-seq的数据集中观察到NRXN1和NLGN1的异常表达。这种途径从未在PN中描述过,可能表明假定的NM-SC来源细胞和周围成纤维细胞之间存在明确而直接的通讯途径,可能导致疾病进展。SnRNA-seq与空间转录组学相结合,促进了我们对PN-TME复杂细胞异质性的理解,并确定了可能驱动疾病进展的潜在新通讯途径,这一发现可以为儿童和成年早期这些毁灭性肿瘤的患者提供转译治疗选择。
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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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