Learning the pattern of epistasis linking genotype and phenotype in a protein
Epistasis underlies the complexity of genotype-phenotype maps. Here, the authors analyze 8,192 mutants that link two phenotypically distinct variants of the Entacmaea quadricolor fluorescent protein, and show the existence, but also the sparsity, of high-order epistatic interactions.
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Nature Portfolio
2019
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oai:doaj.org-article:fdb7e3cd099544148ee4ec803288d9022021-12-02T15:35:16ZLearning the pattern of epistasis linking genotype and phenotype in a protein10.1038/s41467-019-12130-82041-1723https://doaj.org/article/fdb7e3cd099544148ee4ec803288d9022019-09-01T00:00:00Zhttps://doi.org/10.1038/s41467-019-12130-8https://doaj.org/toc/2041-1723Epistasis underlies the complexity of genotype-phenotype maps. Here, the authors analyze 8,192 mutants that link two phenotypically distinct variants of the Entacmaea quadricolor fluorescent protein, and show the existence, but also the sparsity, of high-order epistatic interactions.Frank J. PoelwijkMichael SocolichRama RanganathanNature PortfolioarticleScienceQENNature Communications, Vol 10, Iss 1, Pp 1-11 (2019) |
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Science Q Frank J. Poelwijk Michael Socolich Rama Ranganathan Learning the pattern of epistasis linking genotype and phenotype in a protein |
description |
Epistasis underlies the complexity of genotype-phenotype maps. Here, the authors analyze 8,192 mutants that link two phenotypically distinct variants of the Entacmaea quadricolor fluorescent protein, and show the existence, but also the sparsity, of high-order epistatic interactions. |
format |
article |
author |
Frank J. Poelwijk Michael Socolich Rama Ranganathan |
author_facet |
Frank J. Poelwijk Michael Socolich Rama Ranganathan |
author_sort |
Frank J. Poelwijk |
title |
Learning the pattern of epistasis linking genotype and phenotype in a protein |
title_short |
Learning the pattern of epistasis linking genotype and phenotype in a protein |
title_full |
Learning the pattern of epistasis linking genotype and phenotype in a protein |
title_fullStr |
Learning the pattern of epistasis linking genotype and phenotype in a protein |
title_full_unstemmed |
Learning the pattern of epistasis linking genotype and phenotype in a protein |
title_sort |
learning the pattern of epistasis linking genotype and phenotype in a protein |
publisher |
Nature Portfolio |
publishDate |
2019 |
url |
https://doaj.org/article/fdb7e3cd099544148ee4ec803288d902 |
work_keys_str_mv |
AT frankjpoelwijk learningthepatternofepistasislinkinggenotypeandphenotypeinaprotein AT michaelsocolich learningthepatternofepistasislinkinggenotypeandphenotypeinaprotein AT ramaranganathan learningthepatternofepistasislinkinggenotypeandphenotypeinaprotein |
_version_ |
1718386635112972288 |