Biophysical ambiguities prevent accurate genetic prediction
In quantitative genetics, it is widely assumed that mutations combine additively or epistasis can be predicted with statistical or mechanistic models. Here, the authors use the phage lambda repressor model to show how biophysical ambiguity and non-monotonic functions confound phenotypic prediction.
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Nature Portfolio
2020
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oai:doaj.org-article:9363fca2457244e3902b305d10ca93082021-12-02T17:18:08ZBiophysical ambiguities prevent accurate genetic prediction10.1038/s41467-020-18694-02041-1723https://doaj.org/article/9363fca2457244e3902b305d10ca93082020-10-01T00:00:00Zhttps://doi.org/10.1038/s41467-020-18694-0https://doaj.org/toc/2041-1723In quantitative genetics, it is widely assumed that mutations combine additively or epistasis can be predicted with statistical or mechanistic models. Here, the authors use the phage lambda repressor model to show how biophysical ambiguity and non-monotonic functions confound phenotypic prediction.Xianghua LiBen LehnerNature PortfolioarticleScienceQENNature Communications, Vol 11, Iss 1, Pp 1-11 (2020) |
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Science Q Xianghua Li Ben Lehner Biophysical ambiguities prevent accurate genetic prediction |
description |
In quantitative genetics, it is widely assumed that mutations combine additively or epistasis can be predicted with statistical or mechanistic models. Here, the authors use the phage lambda repressor model to show how biophysical ambiguity and non-monotonic functions confound phenotypic prediction. |
format |
article |
author |
Xianghua Li Ben Lehner |
author_facet |
Xianghua Li Ben Lehner |
author_sort |
Xianghua Li |
title |
Biophysical ambiguities prevent accurate genetic prediction |
title_short |
Biophysical ambiguities prevent accurate genetic prediction |
title_full |
Biophysical ambiguities prevent accurate genetic prediction |
title_fullStr |
Biophysical ambiguities prevent accurate genetic prediction |
title_full_unstemmed |
Biophysical ambiguities prevent accurate genetic prediction |
title_sort |
biophysical ambiguities prevent accurate genetic prediction |
publisher |
Nature Portfolio |
publishDate |
2020 |
url |
https://doaj.org/article/9363fca2457244e3902b305d10ca9308 |
work_keys_str_mv |
AT xianghuali biophysicalambiguitiespreventaccurategeneticprediction AT benlehner biophysicalambiguitiespreventaccurategeneticprediction |
_version_ |
1718381158341804032 |