The symbiosis between algae and animals represents a relatively recent evolutionary innovation, and exemplified by species in the Cnidaria phylum. Cnidaria can harbor algae within a modified cellular organelle called the symbiosome in a process called endosymbiosis. This animal-algal symbiosis can be facultative or obligate. Algae acquisition occurs either by horizontal transmission, where free-swimming planula gain algae through feeding, or by algae deposition into the developing oocyte in vertical transmission[1-5]. Most studies focus on anthozoans that perform obligate endosymbiosis and transmit algae horizontally. How facultative endosymbiosis in combination with vertical algal transmission impacts the evolutionary adaptation between host and symbiont remains unclear. By studying Hydra viridissima, which performs facultative endosymbiosis and transmits its Chlorella algae vertically, we define different cell types and identify the endoderm cell lineage that gives rise to three major cell types hosting algae. Compared to obligate endosymbiosis[6, 7], Hydra viridissima algal host cells exhibit distinct features, including algal uptake, elevated oxidative phosphorylation and redox activities, and express genes that can provide ammonium for their algal symbionts. We further show when and how the developing Hydra oocytes may take up algae and where oocytes may obtain lipids. Since Hydra is amenable to genetic manipulations, our findings should enable mechanistic studies of how facultative endosymbiosis and vertical transmission evolve and adapt in a changing climate.
Ensemble based in transfer learning for cytological classification in pleural fluid
Pleural effusion cytology is critical for diagnosing benign and malignant conditions, yet manual interpretation remains time-consuming and prone to subjectivity. The increasing burden of malignant