The two first rows of the plate illustrate how the epiphytic nano-flagellate cells are attached on the diatom frustule. They live in small tubes (lorica) which are bound at the base of the setae (arrow head, scale bar is 10 µm). Their DNA signature indicates additional signal surrounding the nucleus, which suggest DNA from prey and a heterotrophic behavior. The rows 3 to 5 display few examples of this interaction that were automatically identified by supervised machine learning (
Figure 3—source data 1) with a recall value of 88.5% (46 specimens were positively classified from 52 specimens in the learning set and six were false positives from the 18051 other specimens in the learning set). We also provide in the row six few examples of similar associations involving other diatom species (see also
Figure 2b). Blue, channel Hoechst; green, Channel DiOC6; red, channel chlorophyll; cyan/purple, channel Alexa546; grey, bright field.