Evidence map›Paper›PMID 40999523›Full record

ArticleBiology of sex differences2025

X-linked transcriptome dysregulation across immune cells in systemic lupus erythematosus.

Mafalda Soares, Inês Saraiva Wemans, Paulo Caldas, Simão Teixeira da Rocha, Ana Rita Grosso

Abstract read
In one paragraph

Article in Biology of sex differences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Mafalda SoaresApplied Molecular Biosciences Unit (UCIBIO) - Department of Life Sciences, NOVA School of Science and Technology, NOVA University Lisbon, Caparica, Portugal. mb.soares@campus.fct.unl.pt.ORCID 0009-0003-6452-9181
Inês Saraiva WemansApplied Molecular Biosciences Unit (UCIBIO) - Department of Life Sciences, NOVA School of Science and Technology, NOVA University Lisbon, Caparica, Portugal.
Paulo CaldasiBB - Institute for Bioengineering and Biosciences and Department of Bioengineering, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal.ORCID 0000-0001-6730-4461
Simão Teixeira da RochaiBB - Institute for Bioengineering and Biosciences and Department of Bioengineering, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal.ORCID 0000-0002-9683-7942
Ana Rita GrossoApplied Molecular Biosciences Unit (UCIBIO) - Department of Life Sciences, NOVA School of Science and Technology, NOVA University Lisbon, Caparica, Portugal. ar.grosso@fct.unl.pt.ORCID 0000-0001-6974-4209

Funding

Associate Laboratory Institute for Health and Bioeconomy, Portugal LA/P/0140/2020Fundação para a Ciência e a Tecnologia 2022.01532.PTDCFundação para a Ciência e a Tecnologia,Portugal 2023.06750.CEECINDFundação para a Ciência e a Tecnologia,Portugal UIDP/04378/2020Marie Skłodowska-Curie Postdoctoral Fellowship FOX-MTN-HORIZON-MSCA - 2021-PF-01-01
6 · The paper itself

Abstract

backgroundSystemic 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.

methodsTo 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.

resultsWe 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.

conclusionsHere, 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.

Indexed as

Chromosomes, Human, XGenes, X-LinkedLupus Erythematosus, SystemicTranscriptomeAdultFemaleHumansMaleMiddle AgedRNA, Long NoncodingX Chromosome InactivationRNA, Long Noncoding

Identifiers

PMID40999523
PMCPMC12466074

What Socratic holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.