Single-Cell Meta-Analysis Uncovers the Pancreatic Endothelial Cell Transcriptomic Signature and Reveals a Key Role for NKX2-3 in PLVAP Expression.

IF 7.4 1区 医学 Q1 HEMATOLOGY Arteriosclerosis, Thrombosis, and Vascular Biology Pub Date : 2024-12-01 Epub Date: 2024-10-24 DOI:10.1161/ATVBAHA.124.321781
Safwat T Khan, Neha Ahuja, Sonia Taïb, Shabana Vohra, Ondine Cleaver, Sara S Nunes
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Abstract

Background: The pancreatic vasculature displays tissue-specific physiological and functional adaptations that support rapid insulin response by β-cells. However, the digestive enzymes have made it difficult to characterize pancreatic endothelial cells (ECs), resulting in the poor understanding of pancreatic EC specialization.

Methods: Available single-nuclei/single-cell RNA-sequencing data sets were mined to identify pancreatic EC-enriched signature genes and to develop an integrated atlas of human pancreatic ECs. We validated the findings using independent single-nuclei/single-cell RNA-sequencing data, bulk RNA-sequencing data of isolated ECs, spatial transcriptomics data, immunofluorescence, and RNAScope of selected markers. The NK2 homeobox 3 (NKX2-3) TF (transcription factor) was expressed in HUVECs via gene transfection, and the expression of pancreatic EC-enriched signature genes was assessed via RT-qPCR.

Results: We defined a pancreatic EC-enriched gene signature conserved across species and developmental stages that included genes involved in ECM (extracellular matrix) composition (COL15A1 and COL4A1), permeability and barrier function (PLVAP, EHD4, CAVIN3, HSPG2, ROBO4, HEG1, and CLEC14A), and key signaling pathways (S1P [sphingosine-1-phosphate], TGF-β [transforming growth factor-β], RHO/RAC GTPase [guanosine triphosphatase], PI3K/AKT [phosphoinositide 3-kinase/protein kinase B], and PDGF [platelet-derived growth factor]). The integrated atlas revealed the vascular hierarchy within the pancreas. We identified and validated a specialized islet capillary subpopulation characterized by genes involved in permeability (PLVAP and EHD4), immune-modulation (FABP5, HLA-C, and B2M), ECM composition (SPARC and SPARCL1), IGF (insulin-like growth factor) signaling (IGFBP7), and membrane transport (SLCO2A1, SLC2A3, and CD320). Importantly, we identified NKX2-3 as a key TF enriched in pancreatic ECs. DNA-binding motif analysis found NKX2-3 motifs in ≈40% of the signature genes. Induction of NKX2-3 in HUVECs promoted the expression of the islet capillary EC-enriched genes PLVAP and SPARCL1.

Conclusions: We defined a validated transcriptomic signature of pancreatic ECs and uncovered their intratissue transcriptomic heterogeneity. We showed that NKX2-3 acts upstream of PLVAP and provided a single-cell online resource that can be further explored by the community: https://vasconcelos.shinyapps.io/pancreatic_endothelial/.

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单细胞元分析揭示胰腺内皮细胞转录组特征并揭示 NKX2-3 在 PLVAP 表达中的关键作用
背景:胰腺血管显示出组织特异性的生理和功能适应性,支持β细胞对胰岛素的快速反应。然而,消化酶使胰腺内皮细胞(ECs)的特征难以确定,导致人们对胰腺 EC 的特异性了解甚少:方法:我们对现有的单核/单细胞RNA测序数据集进行了挖掘,以确定胰腺内皮细胞丰富的特征基因,并绘制出人类胰腺内皮细胞的综合图谱。我们利用独立的单核/单细胞 RNA 测序数据、离体胰腺细胞的大量 RNA 测序数据、空间转录组学数据、免疫荧光和选定标记物的 RNAScope 验证了这些发现。通过基因转染在 HUVECs 中表达 TF(转录因子)NKX2-3,并通过 RT-qPCR 评估胰腺 EC 富集特征基因的表达:结果:我们定义了跨物种和发育阶段的胰腺EC富集基因特征,其中包括参与ECM(细胞外基质)组成的基因(COL15A1和COL4A1)、渗透性和屏障功能(PLVAP、EHD4、CAVIN3、HSPG2、ROBO4、HEG1 和 CLEC14A)以及关键信号通路(S1P、TGF-β [转化生长因子-β]、RHO-RAC GTPase、PI3k-AKT 和 PDGF [血小板衍生生长因子])的基因。综合图谱揭示了胰腺内的血管层次结构。我们发现并验证了一个特殊的胰岛毛细血管亚群,其特征基因涉及渗透性(PLVAP 和 EHD4)、免疫调节(FABP5、HLA-C 和 B2M)、ECM 组成(SPARC 和 SPARCL1)、IGF(胰岛素样生长因子)信号转导(IGFBP7)和膜转运(SLCO2A1、SLC2A3 和 CD320)。重要的是,我们发现 NKX2-3 是富集在胰腺 EC 中的关键 TF。DNA结合基序分析发现,在≈40%的特征基因中存在NKX2-3基序。在HUVECs中诱导NKX2-3可促进胰岛毛细血管EC富集基因PLVAP和SPARCL1的表达:我们定义了胰腺EC的有效转录组特征,并发现了其组织内转录组的异质性。我们发现NKX2-3作用于PLVAP的上游,并提供了一个单细胞在线资源,可供社区进一步探索:https://vasconcelos.shinyapps.io/pancreatic_endothelial/。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
15.60
自引率
2.30%
发文量
337
审稿时长
2-4 weeks
期刊介绍: The journal "Arteriosclerosis, Thrombosis, and Vascular Biology" (ATVB) is a scientific publication that focuses on the fields of vascular biology, atherosclerosis, and thrombosis. It is a peer-reviewed journal that publishes original research articles, reviews, and other scholarly content related to these areas. The journal is published by the American Heart Association (AHA) and the American Stroke Association (ASA). The journal was published bi-monthly until January 1992, after which it transitioned to a monthly publication schedule. The journal is aimed at a professional audience, including academic cardiologists, vascular biologists, physiologists, pharmacologists and hematologists.
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