Trinucleotide Base Pair Stacking Free Energy for Understanding TF-DNA Recognition and the Functions of SNPs

Single nucleotide polymorphisms (SNPs) affect base pair stacking, which is the primary factor for maintaining the stability of DNA. However, the mechanism of how SNPs lead to phenotype variations is still unclear. In this work, we connected SNPs and base pair stacking by a 3-mer base pair stacking f...

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Main Authors: Gen Li, Yuan Quan, Xiaocong Wang, Rong Liu, Lihua Bie, Jun Gao, Hong-Yu Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-01-01
Series:Frontiers in Chemistry
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fchem.2018.00666/full
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spelling doaj-1b3fb53f838c44c69b814a97f55e33d92020-11-24T21:50:09ZengFrontiers Media S.A.Frontiers in Chemistry2296-26462019-01-01610.3389/fchem.2018.00666440614Trinucleotide Base Pair Stacking Free Energy for Understanding TF-DNA Recognition and the Functions of SNPsGen LiYuan QuanXiaocong WangRong LiuLihua BieJun GaoHong-Yu ZhangSingle nucleotide polymorphisms (SNPs) affect base pair stacking, which is the primary factor for maintaining the stability of DNA. However, the mechanism of how SNPs lead to phenotype variations is still unclear. In this work, we connected SNPs and base pair stacking by a 3-mer base pair stacking free energy matrix. The SNPs with large base pair stacking free energy differences led to phenotype variations. A molecular dynamics (MD) simulation was then applied. Our results showed that base pair stacking played an important role in the transcription factor (TF)-DNA interaction. Changes in DNA structure mainly originate from TF-DNA interactions, and with the increased base pair stacking free energy, the structure of DNA approaches its free type, although its binding affinity was increased by the SNP. In addition, quantitative models using base pair stacking features revealed that base pair stacking can be used to predict TF binding specificity. As such, our work combined knowledge from bioinformatics and structural biology and provided a new understanding of the relationship between SNPs and phenotype variations. The 3-mer base pair stacking free energy matrix is useful in high-throughput screening of SNPs and predicting TF-DNA binding affinity.https://www.frontiersin.org/article/10.3389/fchem.2018.00666/fullbase stackingfree energysingle nucleotide polymorphismsmolecular dynamics simulationbinding specificitytranscription factor
collection DOAJ
language English
format Article
sources DOAJ
author Gen Li
Yuan Quan
Xiaocong Wang
Rong Liu
Lihua Bie
Jun Gao
Hong-Yu Zhang
spellingShingle Gen Li
Yuan Quan
Xiaocong Wang
Rong Liu
Lihua Bie
Jun Gao
Hong-Yu Zhang
Trinucleotide Base Pair Stacking Free Energy for Understanding TF-DNA Recognition and the Functions of SNPs
Frontiers in Chemistry
base stacking
free energy
single nucleotide polymorphisms
molecular dynamics simulation
binding specificity
transcription factor
author_facet Gen Li
Yuan Quan
Xiaocong Wang
Rong Liu
Lihua Bie
Jun Gao
Hong-Yu Zhang
author_sort Gen Li
title Trinucleotide Base Pair Stacking Free Energy for Understanding TF-DNA Recognition and the Functions of SNPs
title_short Trinucleotide Base Pair Stacking Free Energy for Understanding TF-DNA Recognition and the Functions of SNPs
title_full Trinucleotide Base Pair Stacking Free Energy for Understanding TF-DNA Recognition and the Functions of SNPs
title_fullStr Trinucleotide Base Pair Stacking Free Energy for Understanding TF-DNA Recognition and the Functions of SNPs
title_full_unstemmed Trinucleotide Base Pair Stacking Free Energy for Understanding TF-DNA Recognition and the Functions of SNPs
title_sort trinucleotide base pair stacking free energy for understanding tf-dna recognition and the functions of snps
publisher Frontiers Media S.A.
series Frontiers in Chemistry
issn 2296-2646
publishDate 2019-01-01
description Single nucleotide polymorphisms (SNPs) affect base pair stacking, which is the primary factor for maintaining the stability of DNA. However, the mechanism of how SNPs lead to phenotype variations is still unclear. In this work, we connected SNPs and base pair stacking by a 3-mer base pair stacking free energy matrix. The SNPs with large base pair stacking free energy differences led to phenotype variations. A molecular dynamics (MD) simulation was then applied. Our results showed that base pair stacking played an important role in the transcription factor (TF)-DNA interaction. Changes in DNA structure mainly originate from TF-DNA interactions, and with the increased base pair stacking free energy, the structure of DNA approaches its free type, although its binding affinity was increased by the SNP. In addition, quantitative models using base pair stacking features revealed that base pair stacking can be used to predict TF binding specificity. As such, our work combined knowledge from bioinformatics and structural biology and provided a new understanding of the relationship between SNPs and phenotype variations. The 3-mer base pair stacking free energy matrix is useful in high-throughput screening of SNPs and predicting TF-DNA binding affinity.
topic base stacking
free energy
single nucleotide polymorphisms
molecular dynamics simulation
binding specificity
transcription factor
url https://www.frontiersin.org/article/10.3389/fchem.2018.00666/full
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