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模块化基因分析揭示了不同亚组的盘状红斑狼疮患者的独特分子特征。

Modular gene analysis reveals distinct molecular signatures for subsets of patients with cutaneous lupus erythematosus.

机构信息

Department of Dermatology, University of Texas at Southwestern Medical Center, Dallas, TX, USA.

Arthritis and Clinical Research Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA.

出版信息

Br J Dermatol. 2021 Sep;185(3):563-572. doi: 10.1111/bjd.19800. Epub 2021 Mar 3.

Abstract

BACKGROUND

Cutaneous lupus erythematosus (CLE) is a heterogeneous autoimmune disease with clinical sequelae such as itching, dyspigmentation and scarring.

OBJECTIVES

We applied a previously described modular analysis approach to assess the molecular heterogeneity of patients with CLE.

METHODS

Whole-blood transcriptomes of RNA sequencing data from a racially and ethnically diverse group of patients with CLE (n = 62) were used to calculate gene co-expression module scores. An unsupervised cluster analysis and k-means clustering based on these module scores were then performed. We used Fisher's exact tests and Kruskal-Wallis tests to compare characteristics between patient clusters.

RESULTS

Six unique clusters of patients with CLE were identified from the cluster analysis. We observed that seven inflammation modules were elevated in two clusters of patients with CLE. Additionally, these clusters were characterized by interferon, neutrophil and cell-death signatures, suggesting that interferon-related proteins, neutrophils and cell-death processes could be driving the inflammatory response in these subgroups. Three different clusters had a predominant T-cell signature, which were supported by lymphocyte counts.

CONCLUSIONS

Our data support a diverse molecular profile in CLE that further adds to the clinical variations of this skin disease, and may affect disease course and treatment selection. Future studies with a larger and diverse cohort of patients with CLE are warranted to confirm these findings.

摘要

背景

皮肤红斑狼疮(CLE)是一种具有临床后遗症的异质性自身免疫性疾病,如瘙痒、色素沉着和瘢痕形成。

目的

我们应用了先前描述的模块化分析方法来评估 CLE 患者的分子异质性。

方法

使用来自种族和民族多样化的 CLE 患者(n=62)的全血转录组 RNA 测序数据计算基因共表达模块评分。然后对这些模块评分进行无监督聚类分析和 k-均值聚类。我们使用 Fisher 精确检验和 Kruskal-Wallis 检验比较患者聚类之间的特征。

结果

从聚类分析中确定了 CLE 患者的六个独特聚类。我们观察到两个 CLE 患者聚类中升高了七个炎症模块。此外,这些聚类的特征是干扰素、中性粒细胞和细胞死亡特征,表明干扰素相关蛋白、中性粒细胞和细胞死亡过程可能是这些亚组中炎症反应的驱动因素。三个不同的聚类具有主要的 T 细胞特征,这得到淋巴细胞计数的支持。

结论

我们的数据支持 CLE 中存在多样化的分子谱,这进一步增加了这种皮肤病的临床变异性,并可能影响疾病进程和治疗选择。需要对具有更大和更多样化的 CLE 患者队列进行进一步研究来证实这些发现。

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