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Predicting specificity in bZIP coiled-coil protein interactions
We present a method for predicting protein-protein interactions mediated by the coiled-coil motif. When tested on interactions between nearly all human and yeast bZIP proteins, our method identifies 70% of strong interactions while maintaining that 92% of predictions are correct. Furthermore, cross-...
Autores principales: | , , |
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Formato: | Texto |
Lenguaje: | English |
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BioMed Central
2004
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC395749/ https://www.ncbi.nlm.nih.gov/pubmed/14759261 |
_version_ | 1782121326259994624 |
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author | Fong, Jessica H Keating, Amy E Singh, Mona |
author_facet | Fong, Jessica H Keating, Amy E Singh, Mona |
author_sort | Fong, Jessica H |
collection | PubMed |
description | We present a method for predicting protein-protein interactions mediated by the coiled-coil motif. When tested on interactions between nearly all human and yeast bZIP proteins, our method identifies 70% of strong interactions while maintaining that 92% of predictions are correct. Furthermore, cross-validation testing shows that including the bZIP experimental data significantly improves performance. Our method can be used to predict bZIP interactions in other genomes and is a promising approach for predicting coiled-coil interactions more generally. |
format | Text |
id | pubmed-395749 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2004 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-3957492004-04-24 Predicting specificity in bZIP coiled-coil protein interactions Fong, Jessica H Keating, Amy E Singh, Mona Genome Biol Method We present a method for predicting protein-protein interactions mediated by the coiled-coil motif. When tested on interactions between nearly all human and yeast bZIP proteins, our method identifies 70% of strong interactions while maintaining that 92% of predictions are correct. Furthermore, cross-validation testing shows that including the bZIP experimental data significantly improves performance. Our method can be used to predict bZIP interactions in other genomes and is a promising approach for predicting coiled-coil interactions more generally. BioMed Central 2004 2004-01-16 /pmc/articles/PMC395749/ /pubmed/14759261 Text en Copyright © 2004 Fong et al.; licensee BioMed Central Ltd. This is an Open Access article: verbatim copying and redistribution of this article are permitted in all media for any purpose, provided this notice is preserved along with the article's original URL. |
spellingShingle | Method Fong, Jessica H Keating, Amy E Singh, Mona Predicting specificity in bZIP coiled-coil protein interactions |
title | Predicting specificity in bZIP coiled-coil protein interactions |
title_full | Predicting specificity in bZIP coiled-coil protein interactions |
title_fullStr | Predicting specificity in bZIP coiled-coil protein interactions |
title_full_unstemmed | Predicting specificity in bZIP coiled-coil protein interactions |
title_short | Predicting specificity in bZIP coiled-coil protein interactions |
title_sort | predicting specificity in bzip coiled-coil protein interactions |
topic | Method |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC395749/ https://www.ncbi.nlm.nih.gov/pubmed/14759261 |
work_keys_str_mv | AT fongjessicah predictingspecificityinbzipcoiledcoilproteininteractions AT keatingamye predictingspecificityinbzipcoiledcoilproteininteractions AT singhmona predictingspecificityinbzipcoiledcoilproteininteractions |