Cargando…
PhenoMapping: a protocol to map cellular phenotypes to metabolic bottlenecks, identify conditional essentiality, and curate metabolic models
Targeted identification of cellular processes responsible for a phenotype is of major importance in guiding efforts in bioengineering and medicine. Genome-scale metabolic models (GEMs) are widely used to integrate various types of omics data and study the cellular physiology under different conditio...
Autores principales: | , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7829271/ https://www.ncbi.nlm.nih.gov/pubmed/33532729 http://dx.doi.org/10.1016/j.xpro.2020.100280 |
_version_ | 1783641152107315200 |
---|---|
author | Chiappino-Pepe, Anush Hatzimanikatis, Vassily |
author_facet | Chiappino-Pepe, Anush Hatzimanikatis, Vassily |
author_sort | Chiappino-Pepe, Anush |
collection | PubMed |
description | Targeted identification of cellular processes responsible for a phenotype is of major importance in guiding efforts in bioengineering and medicine. Genome-scale metabolic models (GEMs) are widely used to integrate various types of omics data and study the cellular physiology under different conditions. Here, we present PhenoMapping, a protocol that uses GEMs, omics, and phenotypic data to map cellular processes and observed phenotypes. PhenoMapping also classifies genes as conditionally and unconditionally essential and guides a comprehensive curation of GEMs. For complete details on the use and execution of this protocol, please refer to Stanway et al. (2019) and Krishnan et al. (2020). |
format | Online Article Text |
id | pubmed-7829271 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-78292712021-02-01 PhenoMapping: a protocol to map cellular phenotypes to metabolic bottlenecks, identify conditional essentiality, and curate metabolic models Chiappino-Pepe, Anush Hatzimanikatis, Vassily STAR Protoc Protocol Targeted identification of cellular processes responsible for a phenotype is of major importance in guiding efforts in bioengineering and medicine. Genome-scale metabolic models (GEMs) are widely used to integrate various types of omics data and study the cellular physiology under different conditions. Here, we present PhenoMapping, a protocol that uses GEMs, omics, and phenotypic data to map cellular processes and observed phenotypes. PhenoMapping also classifies genes as conditionally and unconditionally essential and guides a comprehensive curation of GEMs. For complete details on the use and execution of this protocol, please refer to Stanway et al. (2019) and Krishnan et al. (2020). Elsevier 2021-01-22 /pmc/articles/PMC7829271/ /pubmed/33532729 http://dx.doi.org/10.1016/j.xpro.2020.100280 Text en © 2020 The Author(s) http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Protocol Chiappino-Pepe, Anush Hatzimanikatis, Vassily PhenoMapping: a protocol to map cellular phenotypes to metabolic bottlenecks, identify conditional essentiality, and curate metabolic models |
title | PhenoMapping: a protocol to map cellular phenotypes to metabolic bottlenecks, identify conditional essentiality, and curate metabolic models |
title_full | PhenoMapping: a protocol to map cellular phenotypes to metabolic bottlenecks, identify conditional essentiality, and curate metabolic models |
title_fullStr | PhenoMapping: a protocol to map cellular phenotypes to metabolic bottlenecks, identify conditional essentiality, and curate metabolic models |
title_full_unstemmed | PhenoMapping: a protocol to map cellular phenotypes to metabolic bottlenecks, identify conditional essentiality, and curate metabolic models |
title_short | PhenoMapping: a protocol to map cellular phenotypes to metabolic bottlenecks, identify conditional essentiality, and curate metabolic models |
title_sort | phenomapping: a protocol to map cellular phenotypes to metabolic bottlenecks, identify conditional essentiality, and curate metabolic models |
topic | Protocol |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7829271/ https://www.ncbi.nlm.nih.gov/pubmed/33532729 http://dx.doi.org/10.1016/j.xpro.2020.100280 |
work_keys_str_mv | AT chiappinopepeanush phenomappingaprotocoltomapcellularphenotypestometabolicbottlenecksidentifyconditionalessentialityandcuratemetabolicmodels AT hatzimanikatisvassily phenomappingaprotocoltomapcellularphenotypestometabolicbottlenecksidentifyconditionalessentialityandcuratemetabolicmodels |