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10.1534/g3.116.038877

http://scihub22266oqcxt.onion/10.1534/g3.116.038877
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suck abstract from ncbi


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pmid28122950
      G3+(Bethesda) 2017 ; 7 (3 ): 943-952
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  • Reproduction and In-Depth Evaluation of Genome-Wide Association Studies and Genome-Wide Meta-analyses Using Summary Statistics #MMPMID28122950
  • Niu YF ; Ye C ; He J ; Han F ; Guo LB ; Zheng HF ; Chen GB
  • G3 (Bethesda) 2017[Mar]; 7 (3 ): 943-952 PMID28122950 show ga
  • In line with open-source genetics, we report a novel linear regression technique for genome-wide association studies (GWAS), called Open GWAS algoriTHm (OATH). When individual-level data are not available, OATH can not only completely reproduce reported results from an experimental model, but also recover underreported results from other alternative models with a different combination of nuisance parameters using naïve summary statistics (NSS). OATH can also reliably evaluate all reported results in-depth (e.g., p-value variance analysis), as demonstrated for 42 Arabidopsis phenotypes under three magnesium (Mg) conditions. In addition, OATH can be used for consortium-driven genome-wide association meta-analyses (GWAMA), and can greatly improve the flexibility of GWAMA. A prototype of OATH is available in the Genetic Analysis Repository (https://github.com/gc5k/GEAR).
  • |*Genome-Wide Association Study [MESH]
  • |*Statistics as Topic [MESH]
  • |Algorithms [MESH]
  • |Arabidopsis/drug effects/genetics [MESH]
  • |Asian People/genetics [MESH]
  • |Cohort Studies [MESH]
  • |Computer Simulation [MESH]
  • |Genetic Loci [MESH]
  • |Humans [MESH]
  • |Magnesium/pharmacology [MESH]
  • |Models, Genetic [MESH]
  • |Polymorphism, Single Nucleotide/genetics [MESH]
  • |Quantitative Trait, Heritable [MESH]
  • |Reproducibility of Results [MESH]


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