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Utilizing trait networks and structural equation models as tools to interpret multi-trait genome-wide association studies.

Mehdi MomenMalachy T CampbellHarkamal WaliaGota Morota
Published in: Plant methods (2019)
We describe a robust framework that can be applied to multivariate phenotypes to understand the interrelationships between complex traits. This framework provides novel insights into how QTL act within a phenotypic network that would otherwise not be possible with conventional multi-trait GWAS approaches. Collectively, these results suggest that the use of SEM may enhance our understanding of complex relationships among agronomic traits.
Keyphrases
  • genome wide
  • genome wide association
  • dna methylation
  • data analysis