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merlin, an improved framework for the reconstruction of high-quality genome-scale metabolic models.

João CapelaDavide LagoaRuben RodriguesEmanuel CunhaFernando CruzAna BarbosaJosé BastosDiogo LimaEugénio C FerreiraMiguel RochaÓscar Dias
Published in: Nucleic acids research (2022)
Genome-scale metabolic models have been recognised as useful tools for better understanding living organisms' metabolism. merlin (https://www.merlin-sysbio.org/) is an open-source and user-friendly resource that hastens the models' reconstruction process, conjugating manual and automatic procedures, while leveraging the user's expertise with a curation-oriented graphical interface. An updated and redesigned version of merlin is herein presented. Since 2015, several features have been implemented in merlin, along with deep changes in the software architecture, operational flow, and graphical interface. The current version (4.0) includes the implementation of novel algorithms and third-party tools for genome functional annotation, draft assembly, model refinement, and curation. Such updates increased the user base, resulting in multiple published works, including genome metabolic (re-)annotations and model reconstructions of multiple (lower and higher) eukaryotes and prokaryotes. merlin version 4.0 is the only tool able to perform template based and de novo draft reconstructions, while achieving competitive performance compared to state-of-the art tools both for well and less-studied organisms.
Keyphrases
  • genome wide
  • psychometric properties
  • machine learning
  • deep learning
  • primary care
  • healthcare
  • randomized controlled trial
  • dna methylation
  • systematic review
  • magnetic resonance imaging
  • gene expression
  • high resolution