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CYPminer: an automated cytochrome P450 identification, classification, and data analysis tool for genome data sets across kingdoms

BACKGROUND: Cytochrome P450 monooxygenases (termed CYPs or P450s) are hemoproteins ubiquitously found across all kingdoms, playing a central role in intracellular metabolism, especially in metabolism of drugs and xenobiotics. The explosive growth of genome sequencing brings a new set of challenges a...

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Detalles Bibliográficos
Autores principales: Kweon, Ohgew, Kim, Seong-Jae, Kim, Jae Hyun, Nho, Seong Won, Bae, Dongryeoul, Chon, Jungwhan, Hart, Mark, Baek, Dong-Heon, Kim, Young-Chang, Wang, Wenjun, Kim, Sung-Kwan, Sutherland, John B., Cerniglia, Carl E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7191761/
https://www.ncbi.nlm.nih.gov/pubmed/32349673
http://dx.doi.org/10.1186/s12859-020-3473-2
Descripción
Sumario:BACKGROUND: Cytochrome P450 monooxygenases (termed CYPs or P450s) are hemoproteins ubiquitously found across all kingdoms, playing a central role in intracellular metabolism, especially in metabolism of drugs and xenobiotics. The explosive growth of genome sequencing brings a new set of challenges and issues for researchers, such as a systematic investigation of CYPs across all kingdoms in terms of identification, classification, and pan-CYPome analyses. Such investigation requires an automated tool that can handle an enormous amount of sequencing data in a timely manner. RESULTS: CYPminer was developed in the Python language to facilitate rapid, comprehensive analysis of CYPs from genomes of all kingdoms. CYPminer consists of two procedures i) to generate the Genome-CYP Matrix (GCM) that lists all occurrences of CYPs across the genomes, and ii) to perform analyses and visualization of the GCM, including pan-CYPomes (pan- and core-CYPome), CYP co-occurrence networks, CYP clouds, and genome clustering data. The performance of CYPminer was evaluated with three datasets from fungal and bacterial genome sequences. CONCLUSIONS: CYPminer completes CYP analyses for large-scale genomes from all kingdoms, which allows systematic genome annotation and comparative insights for CYPs. CYPminer also can be extended and adapted easily for broader usage.