Literature DB >> 35072112

A simplified protocol for performing MAGMA/H-MAGMA gene set analysis utilizing high-performance computing environments.

Siwei Zhang1,2.   

Abstract

Here, we present a quick-start protocol to perform generalized gene-set analysis of GWAS data on a metaset of gene lists generated by upstream pipelines, such as differential expression analysis, using the Multi-marker Analysis of GenoMic Annotation (MAGMA) software package and Hi-C coupled H-MAGMA annotation data (de Leeuw et al., 2015; Sey et al., 2020). We specifically tailor the steps and operations to meet the multithreading capability in modern computers, a feature nowadays shared by personal computers and high-performance clusters alike. For complete details on the use and execution of this profile, please refer to Yao et al. (2021).
© 2021 The Author.

Entities:  

Keywords:  Bioinformatics; Genetics; Genomics; Neuroscience

Mesh:

Year:  2022        PMID: 35072112      PMCID: PMC8761752          DOI: 10.1016/j.xpro.2021.101083

Source DB:  PubMed          Journal:  STAR Protoc        ISSN: 2666-1667


  13 in total

1.  Gene ontology: tool for the unification of biology. The Gene Ontology Consortium.

Authors:  M Ashburner; C A Ball; J A Blake; D Botstein; H Butler; J M Cherry; A P Davis; K Dolinski; S S Dwight; J T Eppig; M A Harris; D P Hill; L Issel-Tarver; A Kasarskis; S Lewis; J C Matese; J E Richardson; M Ringwald; G M Rubin; G Sherlock
Journal:  Nat Genet       Date:  2000-05       Impact factor: 38.330

2.  Improved scoring of functional groups from gene expression data by decorrelating GO graph structure.

Authors:  Adrian Alexa; Jörg Rahnenführer; Thomas Lengauer
Journal:  Bioinformatics       Date:  2006-04-10       Impact factor: 6.937

3.  Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources.

Authors:  Da Wei Huang; Brad T Sherman; Richard A Lempicki
Journal:  Nat Protoc       Date:  2009       Impact factor: 13.491

4.  Neuron-specific signatures in the chromosomal connectome associated with schizophrenia risk.

Authors:  Prashanth Rajarajan; Tyler Borrman; Will Liao; Nadine Schrode; Erin Flaherty; Charlize Casiño; Samuel Powell; Chittampalli Yashaswini; Elizabeth A LaMarca; Bibi Kassim; Behnam Javidfar; Sergio Espeso-Gil; Aiqun Li; Hyejung Won; Daniel H Geschwind; Seok-Man Ho; Matthew MacDonald; Gabriel E Hoffman; Panos Roussos; Bin Zhang; Chang-Gyu Hahn; Zhiping Weng; Kristen J Brennand; Schahram Akbarian
Journal:  Science       Date:  2018-12-14       Impact factor: 47.728

5.  H-MAGMA, inheriting a shaky statistical foundation, yields excess false positives.

Authors:  Ronald Yurko; Kathryn Roeder; Bernie Devlin; Max G'Sell
Journal:  Ann Hum Genet       Date:  2020-12-29       Impact factor: 1.670

6.  Differential oestrogen receptor binding is associated with clinical outcome in breast cancer.

Authors:  Caryn S Ross-Innes; Rory Stark; Andrew E Teschendorff; Kelly A Holmes; H Raza Ali; Mark J Dunning; Gordon D Brown; Ondrej Gojis; Ian O Ellis; Andrew R Green; Simak Ali; Suet-Feung Chin; Carlo Palmieri; Carlos Caldas; Jason S Carroll
Journal:  Nature       Date:  2012-01-04       Impact factor: 49.962

7.  MAGMA: generalized gene-set analysis of GWAS data.

Authors:  Christiaan A de Leeuw; Joris M Mooij; Tom Heskes; Danielle Posthuma
Journal:  PLoS Comput Biol       Date:  2015-04-17       Impact factor: 4.475

8.  A global reference for human genetic variation.

Authors:  Adam Auton; Lisa D Brooks; Richard M Durbin; Erik P Garrison; Hyun Min Kang; Jan O Korbel; Jonathan L Marchini; Shane McCarthy; Gil A McVean; Gonçalo R Abecasis
Journal:  Nature       Date:  2015-10-01       Impact factor: 49.962

9.  The Gene Ontology resource: enriching a GOld mine.

Authors: 
Journal:  Nucleic Acids Res       Date:  2021-01-08       Impact factor: 16.971

10.  Cell type-specific and cross-population polygenic risk score analyses of MIR137 gene pathway in schizophrenia.

Authors:  Yin Yao; Wei Guo; Siwei Zhang; Hao Yu; Hao Yan; Hanwen Zhang; Alan R Sanders; Weihua Yue; Jubao Duan
Journal:  iScience       Date:  2021-06-25
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