Variable number tandem repeats mediate the expression of proximal genes

Variable number tandem repeats (VNTRs) are implicated in human diseases yet have been difficult to analyse computationally. Here, the authors describe a neural network method, adVNTR-NN, that allows rapid and accurate genotyping of VNTRs from large whole genome sequencing datasets.

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Autores principales: Mehrdad Bakhtiari, Jonghun Park, Yuan-Chun Ding, Sharona Shleizer-Burko, Susan L. Neuhausen, Bjarni V. Halldórsson, Kári Stefánsson, Melissa Gymrek, Vineet Bafna
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
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Acceso en línea:https://doaj.org/article/c0620434d6a14d2c97241fa0db512255
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spelling oai:doaj.org-article:c0620434d6a14d2c97241fa0db5122552021-12-02T18:15:29ZVariable number tandem repeats mediate the expression of proximal genes10.1038/s41467-021-22206-z2041-1723https://doaj.org/article/c0620434d6a14d2c97241fa0db5122552021-04-01T00:00:00Zhttps://doi.org/10.1038/s41467-021-22206-zhttps://doaj.org/toc/2041-1723Variable number tandem repeats (VNTRs) are implicated in human diseases yet have been difficult to analyse computationally. Here, the authors describe a neural network method, adVNTR-NN, that allows rapid and accurate genotyping of VNTRs from large whole genome sequencing datasets.Mehrdad BakhtiariJonghun ParkYuan-Chun DingSharona Shleizer-BurkoSusan L. NeuhausenBjarni V. HalldórssonKári StefánssonMelissa GymrekVineet BafnaNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-12 (2021)
institution DOAJ
collection DOAJ
language EN
topic Science
Q
spellingShingle Science
Q
Mehrdad Bakhtiari
Jonghun Park
Yuan-Chun Ding
Sharona Shleizer-Burko
Susan L. Neuhausen
Bjarni V. Halldórsson
Kári Stefánsson
Melissa Gymrek
Vineet Bafna
Variable number tandem repeats mediate the expression of proximal genes
description Variable number tandem repeats (VNTRs) are implicated in human diseases yet have been difficult to analyse computationally. Here, the authors describe a neural network method, adVNTR-NN, that allows rapid and accurate genotyping of VNTRs from large whole genome sequencing datasets.
format article
author Mehrdad Bakhtiari
Jonghun Park
Yuan-Chun Ding
Sharona Shleizer-Burko
Susan L. Neuhausen
Bjarni V. Halldórsson
Kári Stefánsson
Melissa Gymrek
Vineet Bafna
author_facet Mehrdad Bakhtiari
Jonghun Park
Yuan-Chun Ding
Sharona Shleizer-Burko
Susan L. Neuhausen
Bjarni V. Halldórsson
Kári Stefánsson
Melissa Gymrek
Vineet Bafna
author_sort Mehrdad Bakhtiari
title Variable number tandem repeats mediate the expression of proximal genes
title_short Variable number tandem repeats mediate the expression of proximal genes
title_full Variable number tandem repeats mediate the expression of proximal genes
title_fullStr Variable number tandem repeats mediate the expression of proximal genes
title_full_unstemmed Variable number tandem repeats mediate the expression of proximal genes
title_sort variable number tandem repeats mediate the expression of proximal genes
publisher Nature Portfolio
publishDate 2021
url https://doaj.org/article/c0620434d6a14d2c97241fa0db512255
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AT sharonashleizerburko variablenumbertandemrepeatsmediatetheexpressionofproximalgenes
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