Evidence map›Paper›PMID 25845595›Full record

ArticleNucleic acids research2015

Reconstructing genome-scale metabolic models with merlin.

Oscar Dias, Miguel Rocha, Eugénio C Ferreira, Isabel Rocha

Open access · goldAbstract readValidation Study
In one paragraph

Article in Nucleic acids research, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 63 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
63citing papers in PubMed, 1 pooled it
5.1field-weighted citation impact, top 4% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

63 citing papers in PubMed, 1 synthesis or guideline pooled it, 144 citations in OpenAlex.

  1. Preclinical techniques to investigate exercise training in vascular pathophysiology.American journal of physiology. Heart and circulatory physiology · 2021
    Pooled it
  2. Nutrient control enables metabolic reconstruction ofbioRxiv : the preprint server for biology · 2026
    Article
  3. Article
  4. Review
  5. Constraint-Based Metabolic Modeling Approach for Microbial Communities.Methods in molecular biology (Clifton, N.J.) · 2026
    Article
  6. Evaluating Metabolic Support in Pairwise Microbial Communities Using MetQuest.Methods in molecular biology (Clifton, N.J.) · 2026
    Article
  7. Article
  8. Review
  9. Metabolic modeling of host-microbe interactions.Computational and structural biotechnology journal · 2025
    Review
  10. Unveiling new features of the human pathogenComputational and structural biotechnology journal · 2025
    Article
  11. Article
  12. Review
  13. Review
  14. An automated model annotation system (AMAS) for SBML models.Bioinformatics (Oxford, England) · 2023
    Article
  15. Article
  16. Review
  17. Article
  18. Machine Learning and Hybrid Methods for Metabolic Pathway Modeling.Methods in molecular biology (Clifton, N.J.) · 2023
    Review
  19. Article
  20. Review

3 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors at 1 institution in 1 country.

Oscar DiasCentre of Biological Engineering, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal odias@deb.uminho.pt.ORCID http://orcid.org/0000-0002-1765-7178
Miguel RochaCentre of Biological Engineering, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal.
Eugénio C FerreiraCentre of Biological Engineering, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal.ORCID http://orcid.org/0000-0002-5400-3333
Isabel RochaCentre of Biological Engineering, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal odias@deb.uminho.pt.
University of Minho · PT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The Metabolic Models Reconstruction Using Genome-Scale Information (merlin) tool is a user-friendly Java application that aids the reconstruction of genome-scale metabolic models for any organism that has its genome sequenced. It performs the major steps of the reconstruction process, including the functional genomic annotation of the whole genome and subsequent construction of the portfolio of reactions. Moreover, merlin includes tools for the identification and annotation of genes encoding transport proteins, generating the transport reactions for those carriers. It also performs the compartmentalisation of the model, predicting the organelle localisation of the proteins encoded in the genome and thus the localisation of the metabolites involved in the reactions promoted by such enzymes. The gene-proteins-reactions (GPR) associations are automatically generated and included in the model. Finally, merlin expedites the transition from genomic data to draft metabolic models reconstructions exported in the SBML standard format, allowing the user to have a preliminary view of the biochemical network, which can be manually curated within the environment provided by merlin.

Indexed as

Models, BiologicalSoftwareEnzymesGenomicsMetabolic Networks and PathwaysEnzymes

Identifiers

PMID25845595
PMCPMC4417185
OpenAlexW2140470365

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.