Evidence map›Paper›PMID 40903491›Full record

ArticleGenes and immunity2025

Discovery of core genes for systemic lupus erythematosus via genome-wide aggregated trans-effects analysis.

Andrii Iakovliev, Olivia Castellini-Pérez, Buddhiprabha Erabadda, PRECISESADS Clinical Consortium, PRECISESADS Flow Cytometry Consortium, Javier Martín, Guillermo Barturen, Paul M McKeigue, Elena Carnero-Montoro, Marta E Alarcón-Riquelme and 1 more

Abstract read
In one paragraph

Article in Genes and immunity, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

2 citing papers in PubMed.

  1. Article
  2. Review
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

11 authors.

Andrii Iakovliev *Institute of Genetics and Cancer, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, Scotland, UK.ORCID 0000-0003-4031-0073
Olivia Castellini-Pérez *GENYO. Pfizer-University of Granada-Junta de Andalucía Centre for Genomics and Oncological Research, Granada, Spain.ORCID 0000-0001-9985-1371
Buddhiprabha ErabaddaUsher Institute, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, Scotland, UK.ORCID 0000-0003-4401-7149
PRECISESADS Clinical Consortium
PRECISESADS Flow Cytometry Consortium
Javier MartínIBPLN-CSIC, Instituto de Parasitología y Biomedicina "López-Neyra" (CSIC), Granada, Spain.ORCID 0000-0002-2202-0622
Guillermo BarturenGENYO. Pfizer-University of Granada-Junta de Andalucía Centre for Genomics and Oncological Research, Granada, Spain.ORCID 0000-0003-2103-1028
Paul M McKeigueUsher Institute, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, Scotland, UK.ORCID 0000-0002-5217-1034
Elena Carnero-MontoroGENYO. Pfizer-University of Granada-Junta de Andalucía Centre for Genomics and Oncological Research, Granada, Spain.ORCID 0000-0002-1947-9627
Marta E Alarcón-RiquelmeGENYO. Pfizer-University of Granada-Junta de Andalucía Centre for Genomics and Oncological Research, Granada, Spain.ORCID 0000-0002-7632-4154
Athina SpiliopoulouUsher Institute, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, Scotland, UK. a.spiliopoulou@ed.ac.uk.ORCID 0000-0002-5929-6585

Funding

Academy of Medical Sciences Springboard Award (SBF006/1109)RCUK | Medical Research Council (MRC) Cross Disciplinary Fellowship (XDF) Programme (MC_FE_00035)Wellcome Trust
6 · The paper itself

Abstract

The "omnigenic" hypothesis postulates that the polygenic effects of common variants on a typical complex trait coalesce on relatively few core genes through trans-effects on their expression. Our aim was to identify core genes for systemic lupus erythematosus (SLE) by testing for association with genome-wide aggregated trans-effects (GATE) scores for gene expression in a large genetic dataset (5267/4909 SLE cases/controls). SLE was strongly associated with upregulation of expression of eight interferon-stimulated genes driven by shared trans-effects. We estimate that trans-effects on interferon signaling account for 9% of the total genetic effect on SLE risk. Outside this pathway, GATE analysis detected twenty putative core genes for SLE. Direct protein measurements for these genes were strongly associated with SLE in UK Biobank. Two putative core genes (TNFRSF17, TNFRSF13B) encode receptors (BCMA, TACI) expressed on B cells; their ligands (BAFF, APRIL) are targeted by drugs licensed or in development for SLE. Four genes (PDCD1, LAG3, TNFRSF9, CD27) encode receptors that have been characterized as immune checkpoints, and three (CD5L, SIGLEC1, CXCL13) are biomarkers of SLE disease activity. These results provide genetic support for existing drug targets in SLE (interferon signaling, BAFF/APRIL signaling) and identify other possible therapeutic targets including immune checkpoint receptors.

Indexed as

Lupus Erythematosus, SystemicGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansInterferonsTransmembrane Activator and CAML Interactor ProteinInterferonsTransmembrane Activator and CAML Interactor Protein

Identifiers

PMID40903491
PMCPMC12527927

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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 OpenQuestion graph.