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Quantitative elucidation of associations between nucleotide identity and physicochemical properties of amino acids and the functional insight
Studies on codon property would deepen our understanding of the origin of primitive life and enlighten biotechnical application. Here, we proposed a quantitative measurement of codon-amino acid association and found that seven out of 13 physicochemical properties have stronger associations with the...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Research Network of Computational and Structural Biotechnology
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8346530/ https://www.ncbi.nlm.nih.gov/pubmed/34527183 http://dx.doi.org/10.1016/j.csbj.2021.07.012 |
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author | Jin, Yan-Ting Jin, Tian-Yue Zhang, Zhi-Li Ye, Yuan-Nong Deng, Zixin Wang, Ju Guo, Feng-Biao |
author_facet | Jin, Yan-Ting Jin, Tian-Yue Zhang, Zhi-Li Ye, Yuan-Nong Deng, Zixin Wang, Ju Guo, Feng-Biao |
author_sort | Jin, Yan-Ting |
collection | PubMed |
description | Studies on codon property would deepen our understanding of the origin of primitive life and enlighten biotechnical application. Here, we proposed a quantitative measurement of codon-amino acid association and found that seven out of 13 physicochemical properties have stronger associations with the nucleotide identity at the second codon position, indicating that protein structure and function may associate more closely with it than the other two sites. When extending the effect of codon-amino acid association to protein level, it was found that the correlation between the second codon position (measured by the relative frequencies of nucleobase T and A at this codon site) and hydrophobicity (by the form of GRAVY value) became stronger with 96% genomes having R > 0.90 and p < 1e-60. Furthermore, we revealed that informational genes encoding proteins have lower GRAVY values than operational proteins (p < 3e-37) in both prokaryotic and eukaryotic genomes. The above results reveal a complete link from codon identity (A(2) versus T(2)) to amino acid property (hydrophilic versus hydrophobic) and then to protein functions (informational versus operational). Hence, our work may help to understand how the nucleotide sequence determines protein function. |
format | Online Article Text |
id | pubmed-8346530 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Research Network of Computational and Structural Biotechnology |
record_format | MEDLINE/PubMed |
spelling | pubmed-83465302021-09-14 Quantitative elucidation of associations between nucleotide identity and physicochemical properties of amino acids and the functional insight Jin, Yan-Ting Jin, Tian-Yue Zhang, Zhi-Li Ye, Yuan-Nong Deng, Zixin Wang, Ju Guo, Feng-Biao Comput Struct Biotechnol J Research Article Studies on codon property would deepen our understanding of the origin of primitive life and enlighten biotechnical application. Here, we proposed a quantitative measurement of codon-amino acid association and found that seven out of 13 physicochemical properties have stronger associations with the nucleotide identity at the second codon position, indicating that protein structure and function may associate more closely with it than the other two sites. When extending the effect of codon-amino acid association to protein level, it was found that the correlation between the second codon position (measured by the relative frequencies of nucleobase T and A at this codon site) and hydrophobicity (by the form of GRAVY value) became stronger with 96% genomes having R > 0.90 and p < 1e-60. Furthermore, we revealed that informational genes encoding proteins have lower GRAVY values than operational proteins (p < 3e-37) in both prokaryotic and eukaryotic genomes. The above results reveal a complete link from codon identity (A(2) versus T(2)) to amino acid property (hydrophilic versus hydrophobic) and then to protein functions (informational versus operational). Hence, our work may help to understand how the nucleotide sequence determines protein function. Research Network of Computational and Structural Biotechnology 2021-07-17 /pmc/articles/PMC8346530/ /pubmed/34527183 http://dx.doi.org/10.1016/j.csbj.2021.07.012 Text en © 2021 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Research Article Jin, Yan-Ting Jin, Tian-Yue Zhang, Zhi-Li Ye, Yuan-Nong Deng, Zixin Wang, Ju Guo, Feng-Biao Quantitative elucidation of associations between nucleotide identity and physicochemical properties of amino acids and the functional insight |
title | Quantitative elucidation of associations between nucleotide identity and physicochemical properties of amino acids and the functional insight |
title_full | Quantitative elucidation of associations between nucleotide identity and physicochemical properties of amino acids and the functional insight |
title_fullStr | Quantitative elucidation of associations between nucleotide identity and physicochemical properties of amino acids and the functional insight |
title_full_unstemmed | Quantitative elucidation of associations between nucleotide identity and physicochemical properties of amino acids and the functional insight |
title_short | Quantitative elucidation of associations between nucleotide identity and physicochemical properties of amino acids and the functional insight |
title_sort | quantitative elucidation of associations between nucleotide identity and physicochemical properties of amino acids and the functional insight |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8346530/ https://www.ncbi.nlm.nih.gov/pubmed/34527183 http://dx.doi.org/10.1016/j.csbj.2021.07.012 |
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