2020
DOI: 10.3389/fmicb.2020.607182
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The Puzzle of Metabolite Exchange and Identification of Putative Octotrico Peptide Repeat Expression Regulators in the Nascent Photosynthetic Organelles of Paulinella chromatophora

Abstract: The endosymbiotic acquisition of mitochondria and plastids more than one billion years ago was central for the evolution of eukaryotic life. However, owing to their ancient origin, these organelles provide only limited insights into the initial stages of organellogenesis. The cercozoan amoeba Paulinella chromatophora contains photosynthetic organelles—termed chromatophores—that evolved from a cyanobacterium ∼100 million years ago, independently from plastids in plants and algae. Despite the more recent origin … Show more

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Cited by 16 publications
(16 citation statements)
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“…In the context of AMPs, n-grams are used to predict amino acid motifs with AMP activity. This allows AMPGram to not only check the activity of novel peptides but also scan for so-called “cryptic” AMPs, which are antimicrobial domains and segments of proteins that do not have antimicrobial activity and are obtained from proteolysis of the parent sequence. , For example, this approach has been used to find AMP-likely segments in the genome of chromatophores from the amoeba Paulinella chromotophora, in an effort to understand endosymbiosis and organellogenesis . Finally, XGBoost, which stands for eXtreme gradient boosting, is a relatively new ML algorithm.…”
Section: Approaches For Prediction Of Amp Structure and Activitymentioning
confidence: 99%
See 1 more Smart Citation
“…In the context of AMPs, n-grams are used to predict amino acid motifs with AMP activity. This allows AMPGram to not only check the activity of novel peptides but also scan for so-called “cryptic” AMPs, which are antimicrobial domains and segments of proteins that do not have antimicrobial activity and are obtained from proteolysis of the parent sequence. , For example, this approach has been used to find AMP-likely segments in the genome of chromatophores from the amoeba Paulinella chromotophora, in an effort to understand endosymbiosis and organellogenesis . Finally, XGBoost, which stands for eXtreme gradient boosting, is a relatively new ML algorithm.…”
Section: Approaches For Prediction Of Amp Structure and Activitymentioning
confidence: 99%
“…146,147 For example, this approach has been used to find AMP-likely segments in the genome of chromatophores from the amoeba Paulinella chromotophora, in an effort to understand endosymbiosis and organellogenesis. 148 Finally, XGBoost, 145 which stands for eXtreme gradient boosting, is a relatively new ML algorithm. Gradient boosting, the parent model, iteratively constructs weak predictors which become stronger as the ensemble grows; XGBoost is a highly optimized version of this process that focuses on efficiency.…”
Section: ■ Introductionmentioning
confidence: 99%
“…Most solute transporters encoded on the chromatophore genome have been lost and, surprisingly, this has not been compensated by the retargeting of nuclear‐encoded transporters. Instead, the amoeba appears to have evolved small, single transmembrane helix containing proteins that are chromatophore‐targeted and may modulate membrane permeability (Oberleitner et al ., 2020).…”
Section: Differing Evolutionary Trajectories Of Host and Endosymbiont Genomesmentioning
confidence: 99%
“…Their structure is characterized by the presence of motifs of 38–40 amino acids repeated in tandem, in the same way as in PPR and TPR proteins, where each motif forms a pair of antiparallel α-helices ( Eberhard et al, 2011 ; Wang et al, 2015 ). Besides green algae, OPR proteins are present in some pathogenic bacteria ( Coxiella burnetii ; Rahire et al, 2012 ), symbiotic protozoa (e. g. Plasmodium falciparum , and Toxoplasma gondii ; Hillebrand et al, 2018 ; Hollin et al, 2021 ) and the cercozoan amoeba Paulinella chromatophora ( Oberleitner et al, 2020 ); but are rare in land plants. In A. thaliana , the presence of only one OPR protein has been reported, called RAP, which is involved in the processing of the 16S ribosomal RNA chloroplast gene ( Kleinknecht et al, 2014 ).…”
Section: Octotricopeptide Repeat Proteinsmentioning
confidence: 99%