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Modularisation of published and novel models toward a complex KIR2DL4 pathway in pbNK cell

KIR2DL4 is an interesting receptor expressed on the peripheral blood natural killer (pbNK) cell as it can be either activating or inhibitory depending on the amino acid residues in the domain. This model uses mathematical modelling to investigate the downstream effects of natural killer cells’ activ...

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Autores principales: Ismail, Nurul Izza, Mokhtar, Ana Masara Ahmad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9237949/
https://www.ncbi.nlm.nih.gov/pubmed/35774414
http://dx.doi.org/10.1016/j.mex.2022.101760
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author Ismail, Nurul Izza
Mokhtar, Ana Masara Ahmad
author_facet Ismail, Nurul Izza
Mokhtar, Ana Masara Ahmad
author_sort Ismail, Nurul Izza
collection PubMed
description KIR2DL4 is an interesting receptor expressed on the peripheral blood natural killer (pbNK) cell as it can be either activating or inhibitory depending on the amino acid residues in the domain. This model uses mathematical modelling to investigate the downstream effects of natural killer cells’ activation (KIR2DL4) receptor after stimulation by key ligand (HLA-G) on pbNK cells. Development of this large pathway is based on a comprehensive qualitative description of pbNKs’ intracellular signalling pathways leading to chemokine and cytotoxin secretion, obtained from the KEGG database (https://www.genome.jp/pathway/hsa04650). From this qualitative description we built a quantitative model for the pathway, reusing existing curated models where possible and implementing new models as needed. This model employs a composite approach for generating modular models. The approach allows for the construction of large-scale complex model by combining component of sub-models that can be modified individually. This large pathway consists of two published sub-models; the Ca(2+) • Development of pathway and mathematical model; • Reusing existing curated models and implementing new models; • Model optimization and analysis.
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spelling pubmed-92379492022-06-29 Modularisation of published and novel models toward a complex KIR2DL4 pathway in pbNK cell Ismail, Nurul Izza Mokhtar, Ana Masara Ahmad MethodsX Method Article KIR2DL4 is an interesting receptor expressed on the peripheral blood natural killer (pbNK) cell as it can be either activating or inhibitory depending on the amino acid residues in the domain. This model uses mathematical modelling to investigate the downstream effects of natural killer cells’ activation (KIR2DL4) receptor after stimulation by key ligand (HLA-G) on pbNK cells. Development of this large pathway is based on a comprehensive qualitative description of pbNKs’ intracellular signalling pathways leading to chemokine and cytotoxin secretion, obtained from the KEGG database (https://www.genome.jp/pathway/hsa04650). From this qualitative description we built a quantitative model for the pathway, reusing existing curated models where possible and implementing new models as needed. This model employs a composite approach for generating modular models. The approach allows for the construction of large-scale complex model by combining component of sub-models that can be modified individually. This large pathway consists of two published sub-models; the Ca(2+) • Development of pathway and mathematical model; • Reusing existing curated models and implementing new models; • Model optimization and analysis. Elsevier 2022-06-16 /pmc/articles/PMC9237949/ /pubmed/35774414 http://dx.doi.org/10.1016/j.mex.2022.101760 Text en © 2022 The Author(s). Published by Elsevier B.V. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Method Article
Ismail, Nurul Izza
Mokhtar, Ana Masara Ahmad
Modularisation of published and novel models toward a complex KIR2DL4 pathway in pbNK cell
title Modularisation of published and novel models toward a complex KIR2DL4 pathway in pbNK cell
title_full Modularisation of published and novel models toward a complex KIR2DL4 pathway in pbNK cell
title_fullStr Modularisation of published and novel models toward a complex KIR2DL4 pathway in pbNK cell
title_full_unstemmed Modularisation of published and novel models toward a complex KIR2DL4 pathway in pbNK cell
title_short Modularisation of published and novel models toward a complex KIR2DL4 pathway in pbNK cell
title_sort modularisation of published and novel models toward a complex kir2dl4 pathway in pbnk cell
topic Method Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9237949/
https://www.ncbi.nlm.nih.gov/pubmed/35774414
http://dx.doi.org/10.1016/j.mex.2022.101760
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