An Integrating Approach for Genome-Wide Screening of MicroRNA Polymorphisms Mediated Drug Response Alterations

MicroRNAs (miRNAs) are a class of evolutionarily conserved small noncoding RNAs, ~22 nt in length, and found in diverse organisms and play important roles in the regulation of mRNA translation and degradation. It was shown that miRNAs were involved in many key biological processes through regulating...

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Main Authors: Xianyue Wang, Hong Jiang, Wei Wu, Rongxin Zhang, Lingxiang Wu, Huan Chen, Pengping Li, Yumin Nie, Jiaofang Shao, Yan Li, Xue Lin, Sali Lv, Qh Wang, Jie Hu
Format: Article
Language:English
Published: Hindawi Limited 2017-01-01
Series:International Journal of Genomics
Online Access:http://dx.doi.org/10.1155/2017/1674827
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spelling doaj-bfa13514046e492d9db1b79441c284f92020-11-24T23:44:54ZengHindawi LimitedInternational Journal of Genomics2314-436X2314-43782017-01-01201710.1155/2017/16748271674827An Integrating Approach for Genome-Wide Screening of MicroRNA Polymorphisms Mediated Drug Response AlterationsXianyue Wang0Hong Jiang1Wei Wu2Rongxin Zhang3Lingxiang Wu4Huan Chen5Pengping Li6Yumin Nie7Jiaofang Shao8Yan Li9Xue Lin10Sali Lv11Qh Wang12Jie Hu13Department of Bioinformatics, Nanjing Medical University, Nanjing 210029, ChinaDepartment of Bioinformatics, Nanjing Medical University, Nanjing 210029, ChinaDepartment of Bioinformatics, Nanjing Medical University, Nanjing 210029, ChinaDepartment of Bioinformatics, Nanjing Medical University, Nanjing 210029, ChinaDepartment of Bioinformatics, Nanjing Medical University, Nanjing 210029, ChinaDepartment of Bioinformatics, Nanjing Medical University, Nanjing 210029, ChinaDepartment of Bioinformatics, Nanjing Medical University, Nanjing 210029, ChinaDepartment of Bioinformatics, Nanjing Medical University, Nanjing 210029, ChinaDepartment of Bioinformatics, Nanjing Medical University, Nanjing 210029, ChinaDepartment of Bioinformatics, Nanjing Medical University, Nanjing 210029, ChinaDepartment of Bioinformatics, Nanjing Medical University, Nanjing 210029, ChinaDepartment of Bioinformatics, Nanjing Medical University, Nanjing 210029, ChinaDepartment of Bioinformatics, Nanjing Medical University, Nanjing 210029, ChinaDepartment of Bioinformatics, Nanjing Medical University, Nanjing 210029, ChinaMicroRNAs (miRNAs) are a class of evolutionarily conserved small noncoding RNAs, ~22 nt in length, and found in diverse organisms and play important roles in the regulation of mRNA translation and degradation. It was shown that miRNAs were involved in many key biological processes through regulating the expression of targets. Genetic polymorphisms in miRNA target sites may alter miRNA regulation and therefore result in the alterations of the drug targets. Recent studies have demonstrated that SNPs in miRNA target sites can affect drug efficiency. However, there are still a large number of specific genetic variants related to drug efficiency that are yet to be discovered. We integrated large scale of genetic variations, drug targets, gene interaction networks, biological pathways, and seeds region of miRNA to identify miRNA polymorphisms affecting drug response. In addition, harnessing the abundant high quality biological network/pathways, we evaluated the cascade distribution of tarSNP impacts. We showed that the predictions can uncover most of the known experimentally supported cases as well as provide informative candidates complementary to existing methods/tools. Although there are several existing databases predicting the gain or loss of targeting function of miRNA mediated by SNPs, such as PolymiRTS, miRNASNP, MicroSNiPer, and MirSNP, none of them evaluated the influences of tarSNPs on drug response alterations. We developed a user-friendly online database of this approach named Mir2Drug.http://dx.doi.org/10.1155/2017/1674827
collection DOAJ
language English
format Article
sources DOAJ
author Xianyue Wang
Hong Jiang
Wei Wu
Rongxin Zhang
Lingxiang Wu
Huan Chen
Pengping Li
Yumin Nie
Jiaofang Shao
Yan Li
Xue Lin
Sali Lv
Qh Wang
Jie Hu
spellingShingle Xianyue Wang
Hong Jiang
Wei Wu
Rongxin Zhang
Lingxiang Wu
Huan Chen
Pengping Li
Yumin Nie
Jiaofang Shao
Yan Li
Xue Lin
Sali Lv
Qh Wang
Jie Hu
An Integrating Approach for Genome-Wide Screening of MicroRNA Polymorphisms Mediated Drug Response Alterations
International Journal of Genomics
author_facet Xianyue Wang
Hong Jiang
Wei Wu
Rongxin Zhang
Lingxiang Wu
Huan Chen
Pengping Li
Yumin Nie
Jiaofang Shao
Yan Li
Xue Lin
Sali Lv
Qh Wang
Jie Hu
author_sort Xianyue Wang
title An Integrating Approach for Genome-Wide Screening of MicroRNA Polymorphisms Mediated Drug Response Alterations
title_short An Integrating Approach for Genome-Wide Screening of MicroRNA Polymorphisms Mediated Drug Response Alterations
title_full An Integrating Approach for Genome-Wide Screening of MicroRNA Polymorphisms Mediated Drug Response Alterations
title_fullStr An Integrating Approach for Genome-Wide Screening of MicroRNA Polymorphisms Mediated Drug Response Alterations
title_full_unstemmed An Integrating Approach for Genome-Wide Screening of MicroRNA Polymorphisms Mediated Drug Response Alterations
title_sort integrating approach for genome-wide screening of microrna polymorphisms mediated drug response alterations
publisher Hindawi Limited
series International Journal of Genomics
issn 2314-436X
2314-4378
publishDate 2017-01-01
description MicroRNAs (miRNAs) are a class of evolutionarily conserved small noncoding RNAs, ~22 nt in length, and found in diverse organisms and play important roles in the regulation of mRNA translation and degradation. It was shown that miRNAs were involved in many key biological processes through regulating the expression of targets. Genetic polymorphisms in miRNA target sites may alter miRNA regulation and therefore result in the alterations of the drug targets. Recent studies have demonstrated that SNPs in miRNA target sites can affect drug efficiency. However, there are still a large number of specific genetic variants related to drug efficiency that are yet to be discovered. We integrated large scale of genetic variations, drug targets, gene interaction networks, biological pathways, and seeds region of miRNA to identify miRNA polymorphisms affecting drug response. In addition, harnessing the abundant high quality biological network/pathways, we evaluated the cascade distribution of tarSNP impacts. We showed that the predictions can uncover most of the known experimentally supported cases as well as provide informative candidates complementary to existing methods/tools. Although there are several existing databases predicting the gain or loss of targeting function of miRNA mediated by SNPs, such as PolymiRTS, miRNASNP, MicroSNiPer, and MirSNP, none of them evaluated the influences of tarSNPs on drug response alterations. We developed a user-friendly online database of this approach named Mir2Drug.
url http://dx.doi.org/10.1155/2017/1674827
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