{
  "abstract": "BACKGROUND: Systemic sclerosis is an immune-mediated inflammatory disease with marked sex differences in prevalence and severity. Although genome-wide association studies (GWAS) have advanced the understanding of systemic sclerosis genetics, sex-aware approaches remain scarce. We aimed to address this gap by examining autosomal sex-specific genetic factors in systemic sclerosis. METHODS: Based on a chromosomal definition of sex, we conducted a sex-stratified autosomal meta-analysis of GWAS in systemic sclerosis. We retrieved patient-level and control data from a previous GWAS for systemic sclerosis and newly recruited participants from an international multicentre collaboration (data cutoff June 1, 2024). Adult patients (aged ≥18 years) were required to meet the 2013 American College of Rheumatology-European League Against Rheumatism classification criteria or the criteria for early systemic sclerosis proposed by LeRoy and Medsger, 2001. Patients with systemic sclerosis were compared with healthy controls through sex-stratified analyses. Sex-specific loci were functionally annotated and a sex-differential expression analysis was performed to validate the findings. Additionally, we performed a drug repurposing analysis to explore the clinical implications of our findings. People with lived experience of systemic sclerosis were not involved in the study design or conduct. FINDINGS: ), and five previously known loci now characterised as female-specific. Functional analyses implicated 39 candidate genes, of which five (IL12RB2, ARHGAP31, UBL7, CSK, and MPI) showed sex-differential expression in patients with systemic sclerosis. Two approved drugs, fostamatinib and dasatinib, were identified as potential repurposing candidates for systemic sclerosis sex-aware treatment. INTERPRETATION: We report the first evidence of sex-specific genetic architecture in systemic sclerosis. These findings offer insight into the molecular basis of sex differences in the disease, highlighting both IL12RB2 gene and interferon signalling. These results also support the development of sex-aware precision medicine approaches. FUNDING: Instituto de Salud Carlos III, EU's Seventh Framework Program, and European Federation of Pharmaceutical Industries and Associations companies.",
  "abstract_shown": true,
  "affiliations": [],
  "article_type": null,
  "arxiv": null,
  "author_total": 156,
  "authors": [
    {
      "name": "Inmaculada Rodriguez-Martin"
    },
    {
      "name": "Martin Kerick"
    },
    {
      "name": "Carlos Rangel-Peláez"
    },
    {
      "name": "Carlos Rosa-Baez"
    },
    {
      "name": "Gonzalo Borrego-Yaniz"
    },
    {
      "name": "Lourdes Ortiz-Fernández"
    },
    {
      "name": "Alfredo Guillen-Del-Castillo"
    },
    {
      "name": "Carmen Simeón-Aznar"
    },
    {
      "name": "José Luis Callejas"
    },
    {
      "name": "Oliver Distler"
    },
    {
      "name": "Susanna Proudman"
    },
    {
      "name": "Mandana Nikpour"
    },
    {
      "name": "Nicolas Hunzelmann"
    },
    {
      "name": "Nicolas Hunzelmann"
    },
    {
      "name": "Jeska de Vries-Bouwstra"
    },
    {
      "name": "Ariane Herrick"
    },
    {
      "name": "Yannick Allanore"
    },
    {
      "name": "Marta Alarcón-Riquelme"
    },
    {
      "name": "Lorenzo Beretta"
    },
    {
      "name": "Shervin Assassi"
    },
    {
      "name": "Christopher Denton"
    },
    {
      "name": "Maureen Mayes"
    },
    {
      "name": "Javier Martin"
    },
    {
      "name": "Marialbert Acosta-Herrera"
    },
    {
      "name": "P. Carreira"
    },
    {
      "name": "I. Castellvi"
    },
    {
      "name": "R. Ríos"
    },
    {
      "name": "N. Ortego-Centeno"
    },
    {
      "name": "R. García Portales"
    },
    {
      "name": "A. Fernández-Nebro"
    },
    {
      "name": "F.J. García-Hernández"
    },
    {
      "name": "M.A. Aguirre"
    },
    {
      "name": "B. Fernández-Gutiérrez"
    },
    {
      "name": "L. Rodríguez-Rodríguez"
    },
    {
      "name": "P. García de la Peña"
    },
    {
      "name": "E. Vicente"
    },
    {
      "name": "J.L. Andreu"
    },
    {
      "name": "M. Fernández de Castro"
    },
    {
      "name": "F.J. López-Longo"
    },
    {
      "name": "V. Fonollosa"
    },
    {
      "name": "A. Guillén"
    },
    {
      "name": "G. Espinosa"
    },
    {
      "name": "C. Tolosa"
    },
    {
      "name": "A. Pros"
    },
    {
      "name": "E. Beltrán"
    },
    {
      "name": "M. Rodríguez Carballeira"
    },
    {
      "name": "F.J. Narváez"
    },
    {
      "name": "M. Rubio Rivas"
    },
    {
      "name": "V. Ortiz-Santamaría"
    },
    {
      "name": "A.B. Madroñero"
    },
    {
      "name": "M.A. González-Gay"
    },
    {
      "name": "B. Díaz"
    },
    {
      "name": "L. Trapiella"
    },
    {
      "name": "M.V. Egurbide"
    },
    {
      "name": "P. Fanlo-Mateo"
    },
    {
      "name": "L. Saez-Comet"
    },
    {
      "name": "F. Díaz"
    },
    {
      "name": "J.A. Roman-Ivorra"
    },
    {
      "name": "J.J. Alegre Sancho"
    },
    {
      "name": "M. Freire"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/6nb6cmwhpg7p1.bib",
  "cited_by": 2,
  "doi": "10.1016/s2665-9913(25)00376-5",
  "fulltext_url": null,
  "id": "6nb6cmwhpg7p1",
  "issns": [
    "2665-9913"
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  "landing_url": "https://hal.science/hal-05837544v1",
  "language": "en",
  "licence": "CC-BY-NC-ND",
  "licence_label": "CC BY-NC-ND",
  "licence_source": "journal",
  "licence_url": "https://creativecommons.org/licenses/by-nc-nd/4.0/",
  "metadata_licence": null,
  "native_subjects": [
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      "hal",
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      "hal",
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    [
      "openalex",
      "2734|Systemic Sclerosis and Related Diseases"
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  "openalex": "W7154450145",
  "pdf_url": null,
  "pmcid": null,
  "pmid": "41999721",
  "published": "2026-10-23",
  "publisher": "Elsevier",
  "ris": "https://research.draconitic.com/paper/6nb6cmwhpg7p1.ris",
  "sources": [
    {
      "first_seen": "2026-10-30T12:18:01Z",
      "native_id": "hal-05837544",
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      "url": "https://hal.science/hal-05837544v1"
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  "subjects": [
    {
      "field": "biology",
      "origin": "hal:1.sdv.imm",
      "subfield": "immunology"
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  ],
  "title": "Sex-specific autosomal susceptibility loci in systemic sclerosis: a genome-wide association study",
  "title_text": "Sex-specific autosomal susceptibility loci in systemic sclerosis: a genome-wide association study",
  "type": "peer-reviewed",
  "updated_at": "2026-10-30T12:18:01Z",
  "url": "https://research.draconitic.com/paper/6nb6cmwhpg7p1",
  "venue": "The Lancet Rheumatology",
  "versions": []
}