Protein–protein interaction and non-interaction predictions using gene sequence natural vector

Protein-protein non-interactions and interactions are distinguished and predicted by gene sequence using single nucleotide and contiguous nucleotides combined with machine learning models.

Bibliographic Details
Main Authors: Nan Zhao, Maji Zhuo, Kun Tian, Xinqi Gong
Format: Article
Language:English
Published: Nature Portfolio 2022-07-01
Series:Communications Biology
Online Access:https://doi.org/10.1038/s42003-022-03617-0
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author Nan Zhao
Maji Zhuo
Kun Tian
Xinqi Gong
author_facet Nan Zhao
Maji Zhuo
Kun Tian
Xinqi Gong
author_sort Nan Zhao
collection DOAJ
description Protein-protein non-interactions and interactions are distinguished and predicted by gene sequence using single nucleotide and contiguous nucleotides combined with machine learning models.
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issn 2399-3642
language English
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spelling doaj.art-b812d3a497e84f7882a8773e23b94a6b2022-12-22T02:41:21ZengNature PortfolioCommunications Biology2399-36422022-07-015111110.1038/s42003-022-03617-0Protein–protein interaction and non-interaction predictions using gene sequence natural vectorNan Zhao0Maji Zhuo1Kun Tian2Xinqi Gong3Institute for Mathematical Sciences, School of Mathematics, Renmin University of ChinaInstitute for Mathematical Sciences, School of Mathematics, Renmin University of ChinaInstitute for Mathematical Sciences, School of Mathematics, Renmin University of ChinaInstitute for Mathematical Sciences, School of Mathematics, Renmin University of ChinaProtein-protein non-interactions and interactions are distinguished and predicted by gene sequence using single nucleotide and contiguous nucleotides combined with machine learning models.https://doi.org/10.1038/s42003-022-03617-0
spellingShingle Nan Zhao
Maji Zhuo
Kun Tian
Xinqi Gong
Protein–protein interaction and non-interaction predictions using gene sequence natural vector
Communications Biology
title Protein–protein interaction and non-interaction predictions using gene sequence natural vector
title_full Protein–protein interaction and non-interaction predictions using gene sequence natural vector
title_fullStr Protein–protein interaction and non-interaction predictions using gene sequence natural vector
title_full_unstemmed Protein–protein interaction and non-interaction predictions using gene sequence natural vector
title_short Protein–protein interaction and non-interaction predictions using gene sequence natural vector
title_sort protein protein interaction and non interaction predictions using gene sequence natural vector
url https://doi.org/10.1038/s42003-022-03617-0
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AT majizhuo proteinproteininteractionandnoninteractionpredictionsusinggenesequencenaturalvector
AT kuntian proteinproteininteractionandnoninteractionpredictionsusinggenesequencenaturalvector
AT xinqigong proteinproteininteractionandnoninteractionpredictionsusinggenesequencenaturalvector