Postdoctoral Scholar
During my postdoc in the Zehr lab, under the direction of Kendra Turk-Kubo, my research focused on developing bioinformatic workflows and molecular methods to investigate microbial genetics and ecology.Expanding my skills in programming and software development, I co-developed a customizable bioinformatic workflow that streamlines and standardizes the genetic analysis of amplicon sequence variants (ASVs). We designed this workflow to be effectively operated by users of all levels, including those with neither informatics nor genetics backgrounds, via thorough documentation and programming to facilitate its use. The pipeline acquires and aggregates multiple next generation sequencing (NGS) datasets into a unified database. Customizable stages then apply rigorous sequence validation and annotation techniques utilizing multiple reference databases, producing high-quality ASVs. Further, downstream analysis is enhanced through the procurement of environmental and ecological metadata from public repositories. We demonstrated the effectiveness of this pipeline by compiling publicly available data for the nifH gene, a genomic marker widely utilized to identify nitrogen fixers (diazotrophs), and generating a comprehensive globally distributed gene database. Multivariate statistical analysis was then used to analyze diazotrophs from the ASV to population level, shedding light on environmental variables influencing their global biogeography. Carrying forward my work in molecular method development, I then optimized a novel dual-visualization method, utilizing gene- and CARD-FISH techniques to identify potential targets for nanoSIMS single-cell analysis. Using this method, samples were collected in parallel with amendment experiments and depth profiles of N2 and C fixation rates, illuminating the role of diazotrophs in the north Pacific by assessing the contributions of cyanobacteria versus NCDs, and the factors influencing this dynamic.