Not missing at random: Missing data are associated with clinical status and trajectories in an electronic monitoring longitudinal study of bipolar disorder.

There is limited information on the association between participants' clinical status or trajectories and missing data in electronic monitoring studies of bipolar disorder (BD). We collected self-ratings scales and sensor data in 145 adults with BD. Using a new metric, Missing Data Ratio (MDR), we assessed missing self-rating data and sensor data monitoring activity and sleep. Missing data were lowest for participants in the midst of a depressive episode, intermediate for participants with subsyndromal symptoms, and highest for participants who were euthymic. Over a mean ± SD follow-up of 246 ± 181 days, missing data remained unchanged for participants whose clinical status did not change throughout the study (i.e., those who entered the study in a depressive episode and did not improve, or those who entered the study euthymic and remained euthymic). Conversely, when participants' clinical status changed during the study (e.g., those who entered the study euthymic and experienced the occurrence of a depressive episode), missing data for self-rating scales increased, but not for sensor data. Overall missing data were associated with participants' clinical status and its changes, suggesting that these are not missing at random.

The plastomes of Hyalomonas oviformis and Hyalogonium fusiforme evolved dissimilar architectures after the loss of photosynthesis.

The loss of photosynthesis in land plants and algae is typically associated with parasitism but can also occur in free-living species, including chlamydomonadalean green algae. The plastid genomes (ptDNAs) of colorless chlamydomonadaleans are surprisingly diverse in architecture, including highly expanded forms (Polytoma uvella and Leontynka pallida) as well as outright genome loss (Polytomella species). Here, we explore the ptDNAs of Hyalomonas (Hm.) oviformis (SAG 62-27; formerly known as Polytoma oviforme) and Hyalogonium (Hg.) fusiforme (SAG 62-1c), each representing independent losses of photosynthesis within the Chlamydophyceae. The Hm. oviformis ptDNA is moderately sized (132 kb) with a reduced gene complement (but still encoding the ATPase subunits) and is in fact smaller than that of its photosynthetic relative Hyalomonas chlamydogama SAG 11-48b (198.3 kb). The Hg. fusiforme plastome, however, is the largest yet observed in nonphotosynthetic plants or algae (~463 kb) and has a coding repertoire that is almost identical to that of its photosynthetic relatives in the genus Chlorogonium. Furthermore, the ptDNA of Hg. fusiforme shows no clear evidence of pseudogenization, which is consistent with our analyses showing that Hg. fusiforme is the nonphotosynthetic lineage of most recent origin among known colorless Chlamydophyceae. Together, these new ptDNAs clearly show that, in contrast to parasitic algae, plastid genome compaction is not an obligatory route following the loss of photosynthesis in free-living algae, and that certain chlamydomonadalean algae have a remarkable propensity for genomic expansion, which can persist regardless of the trophic strategy.

Complete chloroplast genomes of the Chlamydomonas reinhardtii nonphotosynthetic mutants CC-1375, CC-373, CC-4199, CC-2359 and CC-1051.

The chloroplast genomes (cpDNA) of five Chlamydomonas reinhardtii nonphotosynthetic mutants were sequenced. The architecture, gene content, and synteny of the cpDNAs from the five mutants are identical to the C. reinhardtii 'wild-type' plastome. A small number of differences at sequence level between coding regions of the reference genome and the cpDNAs of the mutants were detected. The vast majority of the sequence differences were synonymous and likely due to nucleotide substitutions preceding the generation of the mutant strains, but not caused by the erosion of the cpDNA following the loss of photosynthesis.