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Combining mucosal microbiome and host multi-omics data shows prognostic potential in paediatric ulcerative colitis

Author

Listed:
  • Maria Kulecka

    (University College Cork
    University College Cork)

  • Jill O’Sullivan

    (University College Cork
    University College Cork
    University of Galway)

  • Rachel Fitzgerald

    (University College Cork
    University College Cork)

  • Ana Velikonja

    (University College Cork
    University College Cork)

  • Chloe E. Huseyin

    (University College Cork
    University College Cork)

  • Emilio J. Laserna-Mendieta

    (University College Cork
    University College Cork)

  • Patricia Ruiz-Limón

    (University College Cork
    The Biomedical Research Institute of Malaga and Platform in Nanomedicine)

  • Julia Eckenberger

    (University College Cork
    University College Cork)

  • Miriam Vidal-Marín

    (University College Cork)

  • Bastian-Alexander Truppel

    (University College Cork)

  • Raminder Singh

    (University College Cork)

  • Sandhia Naik

    (Barts Health NHS Trust)

  • Nicholas M. Croft

    (Queen Mary University of London)

  • Andriy Temko

    (University College Cork)

  • Aldert Zomer

    (Utrecht University)

  • John MacSharry

    (University College Cork
    University College Cork)

  • Silvia Melgar

    (University College Cork)

  • Protima Deb

    (Barts Health NHS Trust)

  • Ian R. Sanderson

    (Queen Mary University of London)

  • Marcus J. Claesson

    (University College Cork
    University College Cork)

Abstract

Current first-line treatments of paediatric ulcerative colitis (UC) maintain a 6-month remission in only half of the patients. Relapse prediction at diagnosis could enable earlier introduction of immunosuppressants. We collected intestinal biopsies from 56 treatment-naïve children, combining mucosal quantitative microbial profiling with host epigenomics, transcriptomics, genotyping, and in vitro and in vivo experiments on selected bacteria. Baseline bacterial diversity is lower in relapsing children, who have fewer butyrate producers but more oral-associated bacteria, whereof Veillonella parvula induces inflammation in epithelial cell lines and IL10−/− mice. Microbiota has the strongest association with future relapse, followed by host epigenome and transcriptome. Interferon gamma signalling is also linked to relapse-associated bacteria. Relapse-prediction using separate omics data is outperformed by a robust machine learning approach combining microbiomes and epigenomes. In summary, host-microbe data have prognostic potential in paediatric UC. Our translational findings also suggest that pro-inflammatory oral-associated colonizers can exploit the reduced colonic bacterial diversity of relapsing children.

Suggested Citation

  • Maria Kulecka & Jill O’Sullivan & Rachel Fitzgerald & Ana Velikonja & Chloe E. Huseyin & Emilio J. Laserna-Mendieta & Patricia Ruiz-Limón & Julia Eckenberger & Miriam Vidal-Marín & Bastian-Alexander T, 2025. "Combining mucosal microbiome and host multi-omics data shows prognostic potential in paediatric ulcerative colitis," Nature Communications, Nature, vol. 16(1), pages 1-20, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-62533-z
    DOI: 10.1038/s41467-025-62533-z
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    References listed on IDEAS

    as
    1. Yael Haberman & Rebekah Karns & Phillip J. Dexheimer & Melanie Schirmer & Judith Somekh & Ingrid Jurickova & Tzipi Braun & Elizabeth Novak & Laura Bauman & Margaret H. Collins & Angela Mo & Michael J., 2019. "Ulcerative colitis mucosal transcriptomes reveal mitochondriopathy and personalized mechanisms underlying disease severity and treatment response," Nature Communications, Nature, vol. 10(1), pages 1-13, December.
    2. F. J. Ryan & A. M. Ahern & R. S. Fitzgerald & E. J. Laserna-Mendieta & E. M. Power & A. G. Clooney & K. W. O’Donoghue & P. J. McMurdie & S. Iwai & A. Crits-Christoph & D. Sheehan & C. Moran & B. Fleme, 2020. "Colonic microbiota is associated with inflammation and host epigenomic alterations in inflammatory bowel disease," Nature Communications, Nature, vol. 11(1), pages 1-12, December.
    3. Constance McElrath & Vanessa Espinosa & Jian-Da Lin & Jianya Peng & Raghavendra Sridhar & Orchi Dutta & Hsiang-Chi Tseng & Sergey V. Smirnov & Heidi Risman & Marvin J. Sandoval & Viralkumar Davra & Yu, 2021. "Critical role of interferons in gastrointestinal injury repair," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
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