转录组分析预测了 mTOR 抑制剂在痤疮皮肤中增强的代谢活性和治疗潜力

Mackenzie L. Sennett , George W. Agak , Diane M. Thiboutot , Amanda M. Nelson
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引用次数: 0

摘要

目前的痤疮疗法主要是防止痤疮患者出现新的皮损。这些疗法历来被认为是有益的,但在选择这些疗法时,人们并不了解有利于皮损发展的皮肤的具体变化。开发新疗法面临的一大挑战是对非皮损性(NL)痤疮易发皮肤分子特征的不完全了解。为了解决这个问题,我们比较了 49 名痤疮患者(简称为 NL 型痤疮 [NLA])的 NL 型皮肤与 19 名无痤疮史的健康对照者的 RNA 序列数据。我们在 NLA 中发现了 77 个差异表达基因(对数折叠变化为 1;P 为 0.05),其中包括与先天免疫和表皮屏障功能相关的基因。值得注意的是,KRT6C、KRT16、S100A8、S100A9 和乳转铁蛋白被上调,而 LCE4A、LCE6A 和 CTSE 被下调。基因组富集分析表明,新陈代谢途径在 NLA 皮肤中富集,而角质化则呈负富集。为了找出能使 NLA 皮肤的基因表达特征向健康对照皮肤转变的化合物,我们利用基于综合网络特征库进行了连接图谱分析。我们发现了 187 种化合物,尤其是 mTOR 抑制剂,它们有可能使痤疮皮肤的基因表达谱正常化,与健康皮肤的基因表达谱一致。我们的研究结果表明,NLA 皮肤在表皮分化、细胞代谢和先天性免疫方面存在明显差异,这些差异可能会促进皮损的形成。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Transcriptomic Analyses Predict Enhanced Metabolic Activity and Therapeutic Potential of mTOR Inhibitors in Acne-Prone Skin

Current acne therapies center on preventing new lesions in patients with acne. These therapies were historically found to be beneficial yet were chosen without knowledge of the specific changes in the skin that favor lesion development. A major challenge in developing new treatments is the incomplete understanding of nonlesional (NL), acne-prone skin’s molecular characteristics. To address this, we compared RNA-sequencing data from NL skin of 49 patients with acne (denoted as NL acne [NLA]) with those from 19 healthy controls with no acne history. We found 77 differentially expressed genes in NLA (log fold change > 1; P < .05), including genes associated with innate immunity and epidermal barrier function. Notably, KRT6C, KRT16, S100A8, S100A9, and lactotransferrin were upregulated, and LCE4A, LCE6A, and CTSE were downregulated. Gene set enrichment analysis revealed that metabolic pathways were enriched in NLA skin, whereas keratinization was negatively enriched. To identify compounds that could shift the gene expression signature of NLA skin toward healthy control skin, we performed connectivity mapping with the Library of Integrated Network-Based Signatures. We identified 187 compounds, particularly mTOR inhibitors, that could potentially normalize the gene expression profile of acne-prone skin to that of healthy skin. Our findings indicate that NLA skin has distinct differences in epidermal differentiation, cellular metabolism, and innate immunity that may promote lesion formation and suggest that mTOR inhibitors could restore NLA skin toward a healthier state, potentially reversing the predisposition to lesion development.

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