Narsinh Kazim H, Narsinh Kamileh, McCoy David B, Sun Zhengda, Halabi Cathra, Meisel Karl, Tihan Tarik, Chaganti Krishna, Amans Matthew R, Halbach Van V, Higashida Randall T, Hetts Steven W, Dowd Christopher F, Winkler Ethan A, Abla Adib A, Nowakowski Tomasz J, Cooke Daniel L
Division of Interventional Neuroradiology, Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, United States.
Division of Neurovascular Neurology, Department of Neurology, University of California, San Francisco, San Francisco, CA, United States.
Front Neurol. 2021 Nov 23;12:697105. doi: 10.3389/fneur.2021.697105. eCollection 2021.
The management of unruptured intracranial aneurysms remains controversial. The decisions to treat are heavily informed by estimated risk of bleeding. However, these estimates are imprecise, and better methods for stratifying the risk or tailoring treatment strategy are badly needed. Here, we demonstrate an initial proof-of-principle concept for endovascular biopsy to identify the key molecular pathways and gene expression changes associated with aneurysm formation. We couple this technique with single cell RNA sequencing (scRNAseq) to develop a roadmap of the pathogenic changes of a dolichoectatic vertebrobasilar aneurysm in a patient with polyarteritis nodosa. Endovascular biopsy and fluorescence activated cell sorting was used to isolate the viable endothelial cells (ECs) using the established techniques. A single cell RNA sequencing (scRNAseq) was then performed on 24 aneurysmal ECs and 23 patient-matched non-aneurysmal ECs. An integrated panel of bioinformatic tools was applied to determine the differential gene expression, enriched signaling pathways, and cell subpopulations hypothesized to drive disease pathogenesis. We identify a subset of 7 (29%) aneurysm-specific ECs with a distinct gene expression signature not found in the patient-matched control ECs. A gene set enrichment analysis identified these ECs to have increased the expression of genes regulating the leukocyte-endothelial cell adhesion, major histocompatibility complex (MHC) class I, T cell receptor recycling, tumor necrosis factor alpha (TNFα) response, and interferon gamma signaling. A histopathologic analysis of a different intracranial aneurysm that was later resected yielded a diagnosis of polyarteritis nodosa and positive staining for TNFα. We demonstrate feasibility of applying scRNAseq to the endovascular biopsy samples and identify a subpopulation of ECs associated with cerebral aneurysm in polyarteritis nodosa. Endovascular biopsy may be a safe method for deriving insight into the disease pathogenesis and tailoring the personalized treatment approaches to intracranial aneurysms.
未破裂颅内动脉瘤的治疗仍存在争议。治疗决策很大程度上取决于估计的出血风险。然而,这些估计并不精确,因此迫切需要更好的风险分层方法或定制治疗策略的方法。在此,我们展示了血管内活检的初步原理验证概念,以识别与动脉瘤形成相关的关键分子途径和基因表达变化。我们将该技术与单细胞RNA测序(scRNAseq)相结合,绘制了一名结节性多动脉炎患者的梭形椎基底动脉瘤致病变化路线图。使用既定技术,通过血管内活检和荧光激活细胞分选来分离存活的内皮细胞(EC)。然后对24个动脉瘤性EC和23个患者匹配的非动脉瘤性EC进行单细胞RNA测序(scRNAseq)。应用一组综合的生物信息学工具来确定差异基因表达、富集的信号通路以及假设驱动疾病发病机制的细胞亚群。我们鉴定出7个(29%)动脉瘤特异性EC的子集,其具有在患者匹配的对照EC中未发现的独特基因表达特征。基因集富集分析确定这些EC增加了调节白细胞 - 内皮细胞粘附、主要组织相容性复合体(MHC)I类、T细胞受体循环、肿瘤坏死因子α(TNFα)反应和干扰素γ信号传导的基因表达。对后来切除的另一个颅内动脉瘤进行组织病理学分析,诊断为结节性多动脉炎且TNFα染色呈阳性。我们证明了将scRNAseq应用于血管内活检样本的可行性,并鉴定出结节性多动脉炎中与脑动脉瘤相关的EC亚群。血管内活检可能是一种安全的方法,有助于深入了解疾病发病机制并为颅内动脉瘤定制个性化治疗方案。