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Genotyping by sequencing for estimating relative abundances of diatom taxa in mock communities.

Ozan ÇiftçiCornelis A M WagemakerAdrienne MertensPeter M Van BodegomWalter PirovanoBarbara Gravendeel
Published in: BMC ecology and evolution (2023)
Our results suggest that GBS is a reliable method to estimate the relative abundances of the N. palea taxa analyzed in this study and outperformed traditional light microscopy in terms of accuracy. GBS provides increased taxonomic resolution compared to currently available quantitative molecular approaches, and it is more scalable in the number of species that can be analyzed in a single run. Hence, this is a significant step forward in developing automated, high-throughput molecular methods specifically designed for the quantification of [diatom] communities for freshwater quality assessments.
Keyphrases
  • high throughput
  • single molecule
  • single cell
  • high resolution
  • machine learning
  • gene expression
  • deep learning
  • genetic diversity
  • quality improvement
  • high speed