Vaginal microbiome dynamics and HPV clearance
- Lab
- McKinnon Lab, University of Manitoba
- Period
- 2023 — Present
- Role
- Lead analyst · Master's thesis project
- Methods
- 16S rRNA amplicon sequencing · Longitudinal analysis · Cross-sectional analysis · R · DNA extraction
Almost every cervical cancer begins with a human papillomavirus infection that fails to clear. Most infections do clear, on their own, within a couple of years — so the question that matters clinically is not who becomes infected but who stays infected, and why.
This thesis asks whether the vaginal microbiome is part of that answer: whether the composition of the bacterial community present at infection is a biological variable in whether HPV is cleared or persists.
What I do on it
I lead the longitudinal and cross-sectional analyses of vaginal microbiome composition as a biological correlate of HPV clearance, in a cohort of female sex workers in Nairobi, Kenya — a population carrying a disproportionate share of both HPV and cervical cancer burden.
That covers the pipeline end to end:
- amplicon sequencing bioinformatics, from raw reads to community composition
- the statistical analysis and data visualisation, in R
- contributing to the wet-lab side, including DNA extraction and molecular assays
Status
Two manuscripts are in preparation from this work — one longitudinal, following microbiome signatures against HPV persistence over time, and one cross-sectional, on the association between community composition and HPV prevalence. An abstract has been accepted for poster presentation at EUROGIN 2026 in Vienna.