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单细胞和空间转录组学整合分析揭示银屑病成纤维细胞异质性及关键基因。

Integrated single-cell and spatial transcriptomics reveals heterogeneity of fibroblast and pivotal genes in psoriasis.

机构信息

Department of Dermatology, The First Hospital of China Medical University and Key Laboratory of Immunodermatology, Ministry of Health and Ministry of Education, No.155 Nanjing Bei Street, Heping District, Shenyang, 110001, Liaoning, People's Republic of China.

Department of Nuclear Medicine, Shengjing Hospital of China Medical University, Shenyang, 110004, People's Republic of China.

出版信息

Sci Rep. 2023 Oct 10;13(1):17134. doi: 10.1038/s41598-023-44346-6.

Abstract

Psoriasis, which is one of the most common skin diseases, involves an array of complex immune constituents including T cells, dendritic cells and monocytes. Particularly, the cytokine IL17A, primarily generated by TH17 cells, assumes a crucial function in the etiology of psoriasis. In this study, a comprehensive investigation utilizing bulk RNA analysis, single-cell RNA sequencing, and spatial transcriptomics was employed to elucidate the underlying mechanisms of psoriasis. Our study revealed that there is an overlap between the genes that are differentially expressed in psoriasis patients receiving three anti-IL17A monoclonal antibody drugs and the genes that are differentially expressed in lesion versus non-lesion samples in these patients. Further analysis using single-cell and spatial data from psoriasis samples confirmed the expression of hub genes that had low expressions in psoriasis tissue but were up-regulated after anti-IL17A treatments. These genes were found to be associated with the treatment effects of brodalumab and methotrexate, but not adalimumab, etanercept, and ustekinumab. Additionally, these genes were predominantly expressed in fibroblasts. In our study, fibroblasts were categorized into five clusters. Notably, hub genes exhibited predominant expression in cluster 3 fibroblasts, which were primarily engaged in the regulation of the extracellular matrix and were predominantly located in the reticular dermis. Subsequent analysis unveiled that cluster 3 fibroblasts also established communication with epithelial cells and monocytes via the ANGPTL-SDC4 ligand-receptor configuration, and their regulation was governed by the transcription factor TWIST1. Conversely, cluster 4 fibroblasts, responsible for vascular endothelial regulation, were predominantly distributed in the papillary dermis. Cluster 4 predominantly engaged in interactions with endothelial cells via MDK signals and was governed by the distinctive transcription factor, ERG. By means of an integrated analysis encompassing bulk transcriptomics, single-cell RNA sequencing, and spatial transcriptomics, we have discerned genes and clusters of fibroblasts that potentially contribute to the pathogenesis of psoriasis.

摘要

银屑病是最常见的皮肤病之一,涉及一系列复杂的免疫成分,包括 T 细胞、树突状细胞和单核细胞。特别是细胞因子 IL17A,主要由 TH17 细胞产生,在银屑病的发病机制中起着关键作用。在这项研究中,我们利用批量 RNA 分析、单细胞 RNA 测序和空间转录组学进行了全面的研究,以阐明银屑病的潜在机制。我们的研究表明,接受三种抗 IL17A 单克隆抗体药物治疗的银屑病患者中差异表达的基因与这些患者病变与非病变样本中差异表达的基因之间存在重叠。使用来自银屑病样本的单细胞和空间数据进行的进一步分析证实了在银屑病组织中低表达但在抗 IL17A 治疗后上调的枢纽基因的表达。这些基因与 brodalumab 和甲氨蝶呤的治疗效果相关,但与 adalimumab、etanercept 和 ustekinumab 无关。此外,这些基因主要在成纤维细胞中表达。在我们的研究中,成纤维细胞被分为五个簇。值得注意的是,枢纽基因在簇 3 成纤维细胞中表现出主要表达,簇 3 成纤维细胞主要参与细胞外基质的调节,主要位于网状真皮中。随后的分析揭示,簇 3 成纤维细胞还通过 ANGPTL-SDC4 配体-受体构型与上皮细胞和单核细胞建立了通讯,其调节受转录因子 TWIST1 控制。相反,负责血管内皮调节的簇 4 成纤维细胞主要分布在乳头真皮中。簇 4 主要通过 MDK 信号与内皮细胞相互作用,并受独特的转录因子 ERG 控制。通过综合分析批量转录组学、单细胞 RNA 测序和空间转录组学,我们已经确定了可能有助于银屑病发病机制的成纤维细胞基因和簇。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9135/10564713/4530a7b31709/41598_2023_44346_Fig1_HTML.jpg

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