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Nucleotide context models outperform protein language models for predicting antibody affinity maturation.

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Title: Nucleotide context models outperform protein language models for predicting antibody affinity maturation.
Authors: Johnson, Mackenzie M.1 (AUTHOR), Sung, Kevin1 (AUTHOR), Haddox, Hugh K.1 (AUTHOR), Vora, Ashni A.2 (AUTHOR), Araki, Tatsuya2 (AUTHOR), Victora, Gabriel D.2,3 (AUTHOR), Song, Yun S.4,5 (AUTHOR), Fukuyama, Julia6 (AUTHOR), Matsen IV, Frederick A.1,3,7,8 (AUTHOR) matsen@fredhutch.org
Source: PLoS Computational Biology. 12/1/2025, Vol. 21 Issue 12, p1-24. 24p.
Database: Academic Search Ultimate
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  Data: Nucleotide context models outperform protein language models for predicting antibody affinity maturation.
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  Data: <searchLink fieldCode="AR" term="%22Johnson%2C+Mackenzie+M%2E%22">Johnson, Mackenzie M.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Sung%2C+Kevin%22">Sung, Kevin</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Haddox%2C+Hugh+K%2E%22">Haddox, Hugh K.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Vora%2C+Ashni+A%2E%22">Vora, Ashni A.</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Araki%2C+Tatsuya%22">Araki, Tatsuya</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Victora%2C+Gabriel+D%2E%22">Victora, Gabriel D.</searchLink><relatesTo>2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Song%2C+Yun+S%2E%22">Song, Yun S.</searchLink><relatesTo>4,5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Fukuyama%2C+Julia%22">Fukuyama, Julia</searchLink><relatesTo>6</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Matsen+IV%2C+Frederick+A%2E%22">Matsen IV, Frederick A.</searchLink><relatesTo>1,3,7,8</relatesTo> (AUTHOR)<i> matsen@fredhutch.org</i>
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  Data: <searchLink fieldCode="JN" term="%22PLoS+Computational+Biology%22">PLoS Computational Biology</searchLink>. 12/1/2025, Vol. 21 Issue 12, p1-24. 24p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=189703113
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        Value: 10.1371/journal.pcbi.1013758
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