During the first half of the project we have disentangled the evolutionary origins of diatom genes, in particular defining those derived from the original endosymbiotic partners of diatoms and related organisms, as well as from stochastic horizontal gene transfer from other organisms during diatom evolution (Dorrell et al. 2021). Many of the latter encode secreted proteins, and we propose that remodelling of the secretome by horizontally acquired genes may be a central paradigm in eukaryotic cell evolution. In parallel, we have used the remarkable new resource comprising metagenome-assembled genomes (MAGs) from eukaryotes generated by our colleagues at Genoscope (Delmont et al. 2022) to explore diatom genome structure, in particular from Chaetoceros species. The Chaetoceros genus is the most abundant in the global ocean (Pierella Karlusich et al. 2020), so our work has enabled a detailed study of population genomic structure, in particular in the Arctic Ocean. Finally, we have established protocols for analysis of ancient DNA from diatoms in marine sediments (Armbrecht et al. 2021). We have also identified a set of sediment cores, notably from Arctic and Antarctic, and are now using them to explore changes in diatom populations in response to climatic changes over the past 100,000 years.