Department of Dermatology, The First Affiliated Hospital, Anhui Medical University, Hefei, 230032, Anhui, China.
Institute of Dermatology, Anhui Medical University, Hefei, 230032, Anhui, China.
Clin Epigenetics. 2022 Mar 11;14(1):38. doi: 10.1186/s13148-022-01250-6.
Psoriasis is a chronic and hyperproliferative skin disease featured by hyperkeratosis with parakeratosis, Munro micro-abscess, elongation of rete pegs, granulosa thinning, and lymphocyte infiltration. We previously profiled gene expression and chromatin accessibility of psoriatic skins by transcriptome sequencing and ATAC-seq. However, integrating both of these datasets to unravel gene expression regulation is lacking. Here, we integrated transcriptome and ATAC-seq of the same psoriatic and normal skin tissues, trying to leverage the potential role of chromatin accessibility and their function in histopathology features.
By inducing binding and expression target analysis (BETA) algorithms, we explored the target prediction of transcription factors binding in 15 psoriatic and 19 control skins. BETA identified 408 upregulated genes (rank product < 0.01) and 133 downregulated genes linked with chromatin accessibility. We noticed that cumulative fraction of genes in upregulation group was statistically higher than background, while that of genes in downregulation group was not significant. KEGG pathway analysis showed that the upregulated 408 genes were enriched in TNF, NOD, and IL-17 signaling pathways. In addition, the motif module in BETA suggested the 57 upregulated genes are targeted by transcription factor AP-1, indicating that increased chromatin accessibility facilitated the binding of AP-1 to the target regions and further induced expression of relevant genes. Among these genes, SQLE, STRN, EIF4, and MYO1B expression was increased in patients with hyperkeratosis, parakeratosis, and acanthosis thickening.
In summary, with the advantage of BETA, we identified a series of genes that contribute to the disease pathogenesis, especially in modulating histopathology features, providing us with new clues in treating psoriasis.
银屑病是一种慢性、过度增生性皮肤病,其特征为角化过度伴角化不全、Munro 微脓肿、网嵴延长、颗粒层变薄和淋巴细胞浸润。我们之前通过转录组测序和 ATAC-seq 对银屑病皮肤的基因表达和染色质可及性进行了分析。然而,将这两种数据集整合起来以揭示基因表达调控的研究还很缺乏。在这里,我们整合了相同的银屑病和正常皮肤组织的转录组和 ATAC-seq,试图利用染色质可及性及其在组织病理学特征中的功能的潜在作用。
通过诱导结合和表达靶标分析(BETA)算法,我们在 15 例银屑病和 19 例对照皮肤中探索了转录因子结合的靶标预测。BETA 鉴定了 408 个上调基因(秩和检验<0.01)和 133 个下调基因与染色质可及性相关。我们注意到,上调基因组的累积分数明显高于背景,而下调基因组的累积分数则不显著。KEGG 通路分析显示,上调的 408 个基因富集在 TNF、NOD 和 IL-17 信号通路中。此外,BETA 中的基序模块表明,57 个上调基因受到转录因子 AP-1 的靶向调控,这表明增加的染色质可及性促进了 AP-1 与靶区的结合,并进一步诱导了相关基因的表达。在这些基因中,SQLE、STRN、EIF4 和 MYO1B 的表达在角化过度、角化不全和棘层肥厚的患者中增加。
总之,利用 BETA 的优势,我们确定了一系列与疾病发病机制相关的基因,特别是在调节组织病理学特征方面,为治疗银屑病提供了新的线索。