Multikingdom oral microbiome interactions in early-onset cryptogenic ischemic stroke

  • Muhammed Manzoor*
  • , Jaakko Leskelä
  • , Milla Pietiäinen
  • , Nicolas Martinez-Majander
  • , Pauli Ylikotila
  • , Eija Könönen
  • , Teemu Niiranen
  • , Leo Lahti
  • , Juha Sinisalo
  • , Jukka Putaala
  • , Pirkko J. Pussinen*
  • , Susanna Paju*
  • *Corresponding author for this work

Research output: Contribution to journalArticleScientificpeer-review

Abstract

Although knowledge of the role of the oral microbiome in ischemic stroke is steadily increasing, little is known about the multikingdom microbiota interactions and their consequences. We enrolled participants from a prospective multicentre case–control study and investigated multikingdom microbiome differences using saliva metagenomic datasets (n = 308) from young patients diagnosed with cryptogenic ischemic stroke (CIS) and age- and sex-matched stroke-free controls. Differentially abundant taxa were identified using Analysis of Compositions of Microbiomes with Bias Correction (ANCOM-BC2). Functional potential was inferred using HUMANn3. Our findings revealed significant differences in the composition and functional capacity of the oral microbiota associated with CIS. We identified 51 microbial species, including 47 bacterial, 3 viral, and one fungal species associated with CIS in the adjusted model. Co-abundance network analysis highlighted a more intricate microbial network in CIS patients, indicating potential interactions and co-occurrence patterns among microbial species across kingdoms. The results of our metagenomic analysis ref lect the complexity of the oral microbiome, with high diversity and multikingdom interactions, which may play a role in health and disease.

Original languageEnglish
Article numberycae088
JournalISME Communications
Volume4
Issue number1
DOIs
Publication statusPublished - Jun 2024
MoE publication typeA1 Journal article-refereed

Funding

Open Access funding provided by University of Helsinki. This work was supported by the Academy of Finland grants (316777 and 355532 for S.P.; 340750 for P.J.P.), the Finnish Dental Society Apollonia (for P.J.P.), the Sigrid Jusélius Foundation (for P.J.P.), the Novo Nordisk Foundation (for P.J.P.) and the Minerva Foundation Selma and Maja-Lisa Selander’s Fund (for M.M.). The SECRETO study was funded by the Finnish Medical Foundation, the Academy of Finland (286246, 318075, 322656), the Helsinki and Uusimaa Hospital District (TYH2014407, TYH2018318), and the Sigrid Jusélius Foundation.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • biomarkers
  • cerebrovascular disorders
  • co-abundance analysis
  • cryptogenic ischemic stroke
  • metagenomics
  • multikingdom
  • oral microbiome
  • saliva
  • stroke

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