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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Nature Portfolio
2021
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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) |
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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 |
work_keys_str_mv |
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