Soares Mafalda, Wemans Inês Saraiva, Caldas Paulo, da Rocha Simão Teixeira, Grosso Ana Rita
Applied Molecular Biosciences Unit (UCIBIO) - Department of Life Sciences, NOVA School of Science and Technology, NOVA University Lisbon, Caparica, Portugal.
Associate Laboratory i4HB Institute for Health and Bioeconomy, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal.
Biol Sex Differ. 2025 Sep 25;16(1):69. doi: 10.1186/s13293-025-00750-3.
Systemic lupus erythematosus (SLE) is a complex immune-mediated disease with a strong female predominance. This sex bias may be linked to the presence of two X chromosomes, which are not always adequately dosage compensated by X chromosome inactivation (XCI). Disruption in X-linked transcriptome expression may contribute to altered immune function and increased susceptibility to autoimmunity.
To investigate the role of X-linked gene expression in SLE, we performed a comprehensive transcriptome analysis of 27 immune cell types from 125 female SLE patients and 66 healthy controls. We further applied a multivariate approach to integrate X-linked gene expression across all immune cell types and classify SLE patients. Additionally, we extended these models to other chromosomes and explored the correlation between autosome disease markers, including members of the XIST-interactome, and X-linked expression.
We observed a significant increase in X-linked gene expression in T cells, B cells and plasmablasts, while monocytes and plasmacytoid dendritic cells exhibited the opposite trend. Multivariate models based solely on X-linked expression were highly accurate and highlighted key disease-associated markers. Interestingly, autosome-based models relied on markers highly correlated with X-linked gene expression and components of the XIST-interactome, which regulates XCI. Notably, we found that XIST lncRNA was consistently downregulated across multiple cell types, particularly in monocytes and Th1 cells. Such downregulation correlated with increased expression of SLE-associated genes, interferon signalling, and epigenetic regulators like KMT2D. Further analysis revealed extensive dysregulation of the XIST-interactome in SLE, predicting X-linked transcriptome alterations in a cell-type-specific manner.
Here, we present a comprehensive analysis of X-linked gene expression across immune cells in SLE. Our study highlights the complexity of X-linked transcriptional changes, with distinct patterns observed across both innate and adaptive immune cell types. These findings offer novel insights into the role of the X-transcriptome in sex-biased autoimmune susceptibility and may support future efforts to identify molecular targets relevant to SLE pathogenesis.
系统性红斑狼疮(SLE)是一种复杂的免疫介导疾病,女性患病率极高。这种性别差异可能与两条X染色体的存在有关,而X染色体失活(XCI)并不总能充分补偿其剂量。X连锁转录组表达的破坏可能导致免疫功能改变和自身免疫易感性增加。
为了研究X连锁基因表达在SLE中的作用,我们对125名女性SLE患者和66名健康对照的27种免疫细胞类型进行了全面的转录组分析。我们进一步采用多变量方法整合所有免疫细胞类型中的X连锁基因表达,并对SLE患者进行分类。此外,我们将这些模型扩展到其他染色体,并探索常染色体疾病标志物(包括XIST相互作用组的成员)与X连锁表达之间的相关性。
我们观察到T细胞、B细胞和浆母细胞中X连锁基因表达显著增加,而单核细胞和浆细胞样树突状细胞则呈现相反趋势。仅基于X连锁表达的多变量模型具有很高的准确性,并突出了关键的疾病相关标志物。有趣的是,基于常染色体的模型依赖于与X连锁基因表达高度相关的标志物以及调节XCI的XIST相互作用组的成分。值得注意的是,我们发现XIST长链非编码RNA在多种细胞类型中持续下调,特别是在单核细胞和Th1细胞中。这种下调与SLE相关基因、干扰素信号以及KMT2D等表观遗传调节因子的表达增加相关。进一步分析显示,SLE中XIST相互作用组存在广泛的失调,以细胞类型特异性方式预测X连锁转录组改变。
在此,我们对SLE免疫细胞中的X连锁基因表达进行了全面分析。我们的研究突出了X连锁转录变化的复杂性,在先天和适应性免疫细胞类型中观察到不同的模式。这些发现为X转录组在性别偏向的自身免疫易感性中的作用提供了新的见解,并可能支持未来识别与SLE发病机制相关的分子靶点的努力。