Department of Dermatology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.
Department of Dermatology, Peking University First Hospital, Beijing, China.
Front Immunol. 2023 Sep 26;14:1265517. doi: 10.3389/fimmu.2023.1265517. eCollection 2023.
Psoriasis is a complex, chronic autoimmune disorder predominantly affecting the skin. Accumulating evidence underscores the critical role of localized cellular inflammation in the development and persistence of psoriatic skin lesions, involving cell types such as keratinocytes, mesenchymal cells, and Schwann cells. However, the underlying mechanisms remain largely unexplored. Long non-coding RNAs (lncRNAs), known to regulate gene expression across various cellular processes, have been particularly implicated in immune regulation. We utilized our neural-network learning pipeline to integrate 106,675 cells from healthy human skin and 79,887 cells from psoriatic human skin. This formed the most extensive cell transcriptomic atlas of human psoriatic skin to date. The robustness of our reclassified cell-types, representing full-layer zonation in human skin, was affirmed through neural-network learning-based cross-validation. We then developed a publicly available website to present this integrated dataset. We carried out analysis for differentially expressed lncRNAs, co-regulated gene patterns, and GO-bioprocess enrichment, enabling us to pinpoint lncRNAs that modulate localized cellular inflammation in psoriasis at the single-cell level. Subsequent experimental validation with skin cell lines and primary cells from psoriatic skin confirmed these lncRNAs' functional role in localized cellular inflammation. Our study provides a comprehensive cell transcriptomic atlas of full-layer human skin in both healthy and psoriatic conditions, unveiling a new regulatory mechanism that governs localized cellular inflammation in psoriasis and highlights the therapeutic potential of lncRNAs in this disease's management.
银屑病是一种复杂的慢性自身免疫性疾病,主要影响皮肤。越来越多的证据强调了局部细胞炎症在银屑病皮肤损伤的发展和持续中的关键作用,涉及角质形成细胞、间充质细胞和施万细胞等细胞类型。然而,其潜在机制在很大程度上仍未得到探索。长链非编码 RNA(lncRNA)已知可调节各种细胞过程中的基因表达,其在免疫调节中尤为重要。我们利用神经网络学习管道整合了来自健康人皮肤的 106675 个细胞和来自银屑病人皮肤的 79887 个细胞。这形成了迄今为止最广泛的人类银屑病皮肤细胞转录组图谱。我们重新分类的细胞类型代表了人类皮肤的全层分区,通过基于神经网络学习的交叉验证得到了证实。然后,我们开发了一个公共可用的网站来展示这个整合数据集。我们进行了差异表达 lncRNA、共同调控基因模式和 GO 生物过程富集的分析,使我们能够在单细胞水平上确定调节银屑病局部细胞炎症的 lncRNA。随后用皮肤细胞系和银屑病皮肤的原代细胞进行的实验验证证实了这些 lncRNA 在局部细胞炎症中的功能作用。我们的研究提供了健康和银屑病条件下全层人类皮肤的全面细胞转录组图谱,揭示了一种新的调节机制,该机制控制着银屑病中的局部细胞炎症,并突出了 lncRNA 在该疾病管理中的治疗潜力。