DOI: 10.3390/microorganisms14102157 ISSN: 2076-2607

Integrated Genetic and Multi-Omic Analyses Reveal Oral Microbial Associations with Brain Structure and Alzheimer’s Disease

Yilin Liu, Xing Feng, Hongwei Dong, Tangyue Lan, Jing Wu, Chao Wang, Ximu Zhang

Oral microbial dysbiosis is linked to systemic inflammatory, vascular, and metabolic perturbations, but species-level relationships with human brain structure remain poorly defined. Using two-sample Mendelian randomization, we mapped 438 of 439 oral species with genome-wide association study instruments to 1325 adult brain imaging-derived phenotypes. In total, 87 associations involving 51 taxa and 79 traits passed Benjamini–Hochberg correction across taxa within each imaging-derived phenotype. The childhood and metabolomic screens identified 196 nominal taxon–volume associations and 1118 candidate metabolite-linked paths, respectively, as exploratory findings. Spatial and single-nucleus transcriptomics localized candidate regional and cell-associated variation in brain-structure gene programs. In total, 35 taxa showed nominal genetic associations with Alzheimer’s disease. Integration with full-length oral 16S ribosomal ribonucleic acid gene sequencing from a 51-participant case–control cohort prioritized Selenomonas infelix, Capnocytophaga granulosa, and Dialister pneumosintes. In a secondary exploratory analysis, the three-taxon salivary model incorporating educational attainment yielded a leave-one-out cross-validated area under the receiver operating characteristic curve of 0.843. This post-selection estimate is subject to optimism, and the model remains a proof of concept requiring independent external validation. This cross-scale atlas prioritizes microbial and anatomical targets and provides a translational foundation for mechanistic validation and non-invasive neurodegenerative risk markers.