Kinga Zielińska

This paper introduces a framework to identify synergistic microbial pairs in metagenomic data that carry more disease information than individual features, showing improved performance in colorectal cancer classification.

This study compares taxonomic and functional profiles of human gut microbiome samples sequenced on two platforms, finding high taxonomic concordance but functional discrepancies.

This study shows high-altitude mountaineering alters gut microbiome composition and function, linked to dietary intake and performance markers in alpinists.

This study introduces a new metagenomic health index to assess microbiome health by focusing on functional potential rather than taxonomy, showing improved performance in distinguishing healthy from diseased states.

The paper identifies gut microbiome functional amyloids and links their abundance to neurodegenerative diseases like Parkinson's and Alzheimer's.

This study examines gut microbiome changes in hospitalized COVID-19 patients using shallow and deep shotgun sequencing to assess their predictive value for clinical outcomes.