Association Genetics in Reveal the Allelic Interactions of and Its Targets in Wood Formation.

MicroRNAs (miRNAs) play crucial regulatory roles in plant growth and development by interacting with RNA molecules, including messenger RNAs (mRNAs) and long non-coding RNAs (lncRNAs); however, the genetic networks of miRNAs and their targets influencing the phenotypes of perennial trees remain to be investigated. Here, we integrated expression profiling and association analysis of underlying physiology and expression traits to dissect the allelic variations and genetic interactions of and its targets, sponge lncRNA , and , in 435 unrelated individuals of . Tissue-specific expression analysis in eight tissues, including stem, leaf, root, and shoot apex, revealed negative correlations between and lncRNA and ( = -0.60 and -0.61, respectively, < 0.01), and a positive correlation between sponge lncRNA and ( = 0.90, < 0.01), indicating their potential regulatory roles in tree growth and wood formation. Single nucleotide polymorphism (SNP)-based association studies detected 53 significant associations ( < 0.01, < 0.1) representing 41 unique SNPs from the three genes and six traits, suggesting their potential roles in wood formation. Epistasis uncovered 88 pairwise interactions for 10 traits, which provided substantial evidence for genetic interactions among , lncRNA , and . Using gene expression-based association mapping, we also examined SNPs within the three genes that influence phenotypes by regulating the expression of . Interestingly, SNPs in the precursor region of altered its secondary structure stability and transcription, thereby affecting the expression of its targets. In summary, we elucidated the genetic interactions between and its targets, sponge lncRNA , and , in tree growth and wood formation, and provide a feasible method for further investigation of multi-factor genetic networks influencing phenotypic variation in the population genetics of trees.