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Changes in gene expression predictably shift and switch genetic interactions
Non-additive interactions between mutations occur extensively and also change across conditions, making genetic prediction a difficult challenge. To better understand the plasticity of genetic interactions (epistasis), we combine mutations in a single protein performing a single function (a transcri...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6715729/ https://www.ncbi.nlm.nih.gov/pubmed/31467279 http://dx.doi.org/10.1038/s41467-019-11735-3 |
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author | Li, Xianghua Lalić, Jasna Baeza-Centurion, Pablo Dhar, Riddhiman Lehner, Ben |
author_facet | Li, Xianghua Lalić, Jasna Baeza-Centurion, Pablo Dhar, Riddhiman Lehner, Ben |
author_sort | Li, Xianghua |
collection | PubMed |
description | Non-additive interactions between mutations occur extensively and also change across conditions, making genetic prediction a difficult challenge. To better understand the plasticity of genetic interactions (epistasis), we combine mutations in a single protein performing a single function (a transcriptional repressor inhibiting a target gene). Even in this minimal system, genetic interactions switch from positive (suppressive) to negative (enhancing) as the expression of the gene changes. These seemingly complicated changes can be predicted using a mathematical model that propagates the effects of mutations on protein folding to the cellular phenotype. More generally, changes in gene expression should be expected to alter the effects of mutations and how they interact whenever the relationship between expression and a phenotype is nonlinear, which is the case for most genes. These results have important implications for understanding genotype-phenotype maps and illustrate how changes in genetic interactions can often—but not always—be predicted by hierarchical mechanistic models. |
format | Online Article Text |
id | pubmed-6715729 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-67157292019-09-03 Changes in gene expression predictably shift and switch genetic interactions Li, Xianghua Lalić, Jasna Baeza-Centurion, Pablo Dhar, Riddhiman Lehner, Ben Nat Commun Article Non-additive interactions between mutations occur extensively and also change across conditions, making genetic prediction a difficult challenge. To better understand the plasticity of genetic interactions (epistasis), we combine mutations in a single protein performing a single function (a transcriptional repressor inhibiting a target gene). Even in this minimal system, genetic interactions switch from positive (suppressive) to negative (enhancing) as the expression of the gene changes. These seemingly complicated changes can be predicted using a mathematical model that propagates the effects of mutations on protein folding to the cellular phenotype. More generally, changes in gene expression should be expected to alter the effects of mutations and how they interact whenever the relationship between expression and a phenotype is nonlinear, which is the case for most genes. These results have important implications for understanding genotype-phenotype maps and illustrate how changes in genetic interactions can often—but not always—be predicted by hierarchical mechanistic models. Nature Publishing Group UK 2019-08-29 /pmc/articles/PMC6715729/ /pubmed/31467279 http://dx.doi.org/10.1038/s41467-019-11735-3 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Li, Xianghua Lalić, Jasna Baeza-Centurion, Pablo Dhar, Riddhiman Lehner, Ben Changes in gene expression predictably shift and switch genetic interactions |
title | Changes in gene expression predictably shift and switch genetic interactions |
title_full | Changes in gene expression predictably shift and switch genetic interactions |
title_fullStr | Changes in gene expression predictably shift and switch genetic interactions |
title_full_unstemmed | Changes in gene expression predictably shift and switch genetic interactions |
title_short | Changes in gene expression predictably shift and switch genetic interactions |
title_sort | changes in gene expression predictably shift and switch genetic interactions |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6715729/ https://www.ncbi.nlm.nih.gov/pubmed/31467279 http://dx.doi.org/10.1038/s41467-019-11735-3 |
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