Open access
Aug 2026
Integrating machine learning and multi-omics analysis to identify and validate key genes associated with periodontitis
The findings suggest that IGFBP4, IL1B, and LAPTM5 could be potential biomarkers for periodontitis, paving the way for future research on its pathogenesis, diagnosis, and treatment.
Yierfan · Nuermaimaiti, Reyila Jureti, Aierpati Maimaiti et al.
· Acta Odontologica Scandinavi... · 0 citations