a bioinformatics classifier and database for heme-copper oxygen reductasesheme-copper氧还原酶的生物信息学分类器和数据库.pdfVIP
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a bioinformatics classifier and database for heme-copper oxygen reductasesheme-copper氧还原酶的生物信息学分类器和数据库
A Bioinformatics Classifier and Database for Heme-
Copper Oxygen Reductases
1 2 ´ 2 1 1
Filipa L. Sousa , Renato J. Alves , Jose B. Pereira-Leal , Miguel Teixeira , Manuela M. Pereira *
´ ´ ˆ
1 Instituto de Tecnologia Quımica e Biologica, Universidade Nova de Lisboa, Oeiras, Portugal, 2 Instituto Gulbenkian de Ciencia, Oeiras, Portugal
Abstract
Background: Heme-copper oxygen reductases (HCOs) are the last enzymatic complexes of most aerobic respiratory chains,
reducing dioxygen to water and translocating up to four protons across the inner mitochondrial membrane (eukaryotes) or
cytoplasmatic membrane (prokaryotes). The number of completely sequenced genomes is expanding exponentially, and
concomitantly, the number and taxonomic distribution of HCO sequences. These enzymes were initially classified into three
different types being this classification recently challenged.
Methodology: We reanalyzed the classification scheme and developed a new bioinformatics classifier for the HCO and Nitric
oxide reductases (NOR), which we benchmark against a manually derived gold standard sequence set. It is able to classify
any given sequence of subunit I from HCO and NOR with a global recall and precision both of 99.8%. We use this tool to
classify this protein family in 552 completely sequenced genomes.
Conclusions: We concluded that the new and broader data set supports three functional and evolutionary groups of HCOs.
Homology between NORs and HCOs is shown and NORs closest relationship with C Type HCOs demonstrated. We
established and made available a classification web tool an
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