PhD Seminar • Bioinformatics • Studying the Genomic Signature of Extremophiles using Supervised and Unsupervised Learning Computational Methods

Tuesday, July 29, 2025 11:00 am - 12:00 pm EDT (GMT -04:00)

Please note: This PhD seminar will take place online.

Monireh Safari, PhD candidate
David R. Cheriton School of Computer Science

Supervisor: Professor Lila Kari

This study uncovers 15 bacterium–archaeon pairs that, despite maximal taxonomic divergence, share highly similar k-mer–based genomic signatures. Using a computational pipeline that utilizes a  6-mers-based analysis and 100 kbp-length genome proxies, we accurately classified 693 extremophile genomes by taxonomy and by environment-type.

Our findings of the aforementioned bacterium–archaeon pairs with similar genomic signatures were validated through multiple approaches, including 3-mer frequency analysis, phenotypic similarity, and geographic co-occurrence. The results suggest that shared extreme environmental conditions can drive genome-wide convergence across taxonomically divergent microbial species.


Attend this PhD seminar virtually on Zoom.