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Chlamy_ChloroPred: a deep learning-based, highly accurate binary classifier for chloroplast protein prediction in the model microalga, Chlamydomonas reinhardtii, with potential cross-proteome versatility

IntroductionThe chloroplast, a living relic of an ancient endosymbiotic interaction between a microalga and a microbe and the principal subcellular organelle responsible for biological CO2 assimilation, is emerging as a key target for research to enhance photosynthetic efficiency beyond its current...

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Autori principali: Hong Il Choi, Sung Ho Lee, Il Hyung Lee, Yong Jae Lee, Jin-Ho Yun, Dong-Yun Choi, Dae-Hyun Cho, Bum-Soo Shin, Junyoung Chun, Dong Won Lee, Hee-Sik Kim
Natura: Artigo
Lingua:Inglês
Pubblicazione: Frontiers Media S.A. 2026-02-01
Serie:Frontiers in Microbiology
Soggetti:
Chlamydomonas reinhardtii
chloroplast protein
deep learning
microalgae
neural network
protein localization prediction
Accesso online:https://www.frontiersin.org/articles/10.3389/fmicb.2026.1744805/full
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