Kaelyn Long

MetaHarmonizer improves metadata harmonization and addresses LLM contamination in biomedical data, outperforming existing methods on benchmark tasks.

This study identifies dysbiotic gut microbiome features in Parkinson's disease, links them to genetic variants, and proposes microbiome-based biomarkers for targeted treatment.

Oral Faecalibacterium prausnitzii, the taxon most consistently depleted in PD stool, improved motor and GI deficits and lowered α-synuclein aggregates in male Thy1-ASO mice.

The paper curates and harmonizes metadata from metagenomic and cancer genomic repositories to improve data reusability and cross-study integration.