Testing and controlling for horizontal pleiotropy with probabilistic Mendelian randomization in transcriptome-wide association studies

Transcriptome-wide association studies integrate GWAS and transcriptome data to examine the molecular mechanisms underlying disease etiology. Here the authors present PMR-Egger, a powerful TWAS method based on probabilistic Mendelian Randomization.

Guardado en:
Detalles Bibliográficos
Autores principales: Zhongshang Yuan, Huanhuan Zhu, Ping Zeng, Sheng Yang, Shiquan Sun, Can Yang, Jin Liu, Xiang Zhou
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2020
Materias:
Q
Acceso en línea:https://doaj.org/article/d222ccd35a97421c93f09752fb8d7505
Etiquetas: Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
id oai:doaj.org-article:d222ccd35a97421c93f09752fb8d7505
record_format dspace
spelling oai:doaj.org-article:d222ccd35a97421c93f09752fb8d75052021-12-02T16:30:12ZTesting and controlling for horizontal pleiotropy with probabilistic Mendelian randomization in transcriptome-wide association studies10.1038/s41467-020-17668-62041-1723https://doaj.org/article/d222ccd35a97421c93f09752fb8d75052020-07-01T00:00:00Zhttps://doi.org/10.1038/s41467-020-17668-6https://doaj.org/toc/2041-1723Transcriptome-wide association studies integrate GWAS and transcriptome data to examine the molecular mechanisms underlying disease etiology. Here the authors present PMR-Egger, a powerful TWAS method based on probabilistic Mendelian Randomization.Zhongshang YuanHuanhuan ZhuPing ZengSheng YangShiquan SunCan YangJin LiuXiang ZhouNature PortfolioarticleScienceQENNature Communications, Vol 11, Iss 1, Pp 1-14 (2020)
institution DOAJ
collection DOAJ
language EN
topic Science
Q
spellingShingle Science
Q
Zhongshang Yuan
Huanhuan Zhu
Ping Zeng
Sheng Yang
Shiquan Sun
Can Yang
Jin Liu
Xiang Zhou
Testing and controlling for horizontal pleiotropy with probabilistic Mendelian randomization in transcriptome-wide association studies
description Transcriptome-wide association studies integrate GWAS and transcriptome data to examine the molecular mechanisms underlying disease etiology. Here the authors present PMR-Egger, a powerful TWAS method based on probabilistic Mendelian Randomization.
format article
author Zhongshang Yuan
Huanhuan Zhu
Ping Zeng
Sheng Yang
Shiquan Sun
Can Yang
Jin Liu
Xiang Zhou
author_facet Zhongshang Yuan
Huanhuan Zhu
Ping Zeng
Sheng Yang
Shiquan Sun
Can Yang
Jin Liu
Xiang Zhou
author_sort Zhongshang Yuan
title Testing and controlling for horizontal pleiotropy with probabilistic Mendelian randomization in transcriptome-wide association studies
title_short Testing and controlling for horizontal pleiotropy with probabilistic Mendelian randomization in transcriptome-wide association studies
title_full Testing and controlling for horizontal pleiotropy with probabilistic Mendelian randomization in transcriptome-wide association studies
title_fullStr Testing and controlling for horizontal pleiotropy with probabilistic Mendelian randomization in transcriptome-wide association studies
title_full_unstemmed Testing and controlling for horizontal pleiotropy with probabilistic Mendelian randomization in transcriptome-wide association studies
title_sort testing and controlling for horizontal pleiotropy with probabilistic mendelian randomization in transcriptome-wide association studies
publisher Nature Portfolio
publishDate 2020
url https://doaj.org/article/d222ccd35a97421c93f09752fb8d7505
work_keys_str_mv AT zhongshangyuan testingandcontrollingforhorizontalpleiotropywithprobabilisticmendelianrandomizationintranscriptomewideassociationstudies
AT huanhuanzhu testingandcontrollingforhorizontalpleiotropywithprobabilisticmendelianrandomizationintranscriptomewideassociationstudies
AT pingzeng testingandcontrollingforhorizontalpleiotropywithprobabilisticmendelianrandomizationintranscriptomewideassociationstudies
AT shengyang testingandcontrollingforhorizontalpleiotropywithprobabilisticmendelianrandomizationintranscriptomewideassociationstudies
AT shiquansun testingandcontrollingforhorizontalpleiotropywithprobabilisticmendelianrandomizationintranscriptomewideassociationstudies
AT canyang testingandcontrollingforhorizontalpleiotropywithprobabilisticmendelianrandomizationintranscriptomewideassociationstudies
AT jinliu testingandcontrollingforhorizontalpleiotropywithprobabilisticmendelianrandomizationintranscriptomewideassociationstudies
AT xiangzhou testingandcontrollingforhorizontalpleiotropywithprobabilisticmendelianrandomizationintranscriptomewideassociationstudies
_version_ 1718383960771264512