Association Study and Mendelian Randomization Analysis Reveal Effects of the Genetic Interaction Between PtoMIR403b and PtoGT31B-1 on Wood Formation in Populus tomentosa

MicroRNAs (miRNAs), important posttranscriptional regulators of gene expression, play a crucial role in plant growth and development. A single miRNA can regulate numerous target genes, making the determination of its function and interaction with targets challenging. We identified PtomiR403b target...

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Main Authors: Liang Xiao, Liting Man, Lina Yang, Jinmei Zhang, Baoyao Liu, Mingyang Quan, Wenjie Lu, Yuanyuan Fang, Dan Wang, Qingzhang Du, Deqiang Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Plant Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2021.704941/full
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record_format Article
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language English
format Article
sources DOAJ
author Liang Xiao
Liang Xiao
Liting Man
Liting Man
Liting Man
Lina Yang
Lina Yang
Jinmei Zhang
Baoyao Liu
Mingyang Quan
Mingyang Quan
Wenjie Lu
Wenjie Lu
Yuanyuan Fang
Yuanyuan Fang
Dan Wang
Dan Wang
Qingzhang Du
Qingzhang Du
Deqiang Zhang
Deqiang Zhang
spellingShingle Liang Xiao
Liang Xiao
Liting Man
Liting Man
Liting Man
Lina Yang
Lina Yang
Jinmei Zhang
Baoyao Liu
Mingyang Quan
Mingyang Quan
Wenjie Lu
Wenjie Lu
Yuanyuan Fang
Yuanyuan Fang
Dan Wang
Dan Wang
Qingzhang Du
Qingzhang Du
Deqiang Zhang
Deqiang Zhang
Association Study and Mendelian Randomization Analysis Reveal Effects of the Genetic Interaction Between PtoMIR403b and PtoGT31B-1 on Wood Formation in Populus tomentosa
Frontiers in Plant Science
PtomiR403b
PtoGT31B-1
association study
epistasis
Mendelian randomization
genetic interaction
author_facet Liang Xiao
Liang Xiao
Liting Man
Liting Man
Liting Man
Lina Yang
Lina Yang
Jinmei Zhang
Baoyao Liu
Mingyang Quan
Mingyang Quan
Wenjie Lu
Wenjie Lu
Yuanyuan Fang
Yuanyuan Fang
Dan Wang
Dan Wang
Qingzhang Du
Qingzhang Du
Deqiang Zhang
Deqiang Zhang
author_sort Liang Xiao
title Association Study and Mendelian Randomization Analysis Reveal Effects of the Genetic Interaction Between PtoMIR403b and PtoGT31B-1 on Wood Formation in Populus tomentosa
title_short Association Study and Mendelian Randomization Analysis Reveal Effects of the Genetic Interaction Between PtoMIR403b and PtoGT31B-1 on Wood Formation in Populus tomentosa
title_full Association Study and Mendelian Randomization Analysis Reveal Effects of the Genetic Interaction Between PtoMIR403b and PtoGT31B-1 on Wood Formation in Populus tomentosa
title_fullStr Association Study and Mendelian Randomization Analysis Reveal Effects of the Genetic Interaction Between PtoMIR403b and PtoGT31B-1 on Wood Formation in Populus tomentosa
title_full_unstemmed Association Study and Mendelian Randomization Analysis Reveal Effects of the Genetic Interaction Between PtoMIR403b and PtoGT31B-1 on Wood Formation in Populus tomentosa
title_sort association study and mendelian randomization analysis reveal effects of the genetic interaction between ptomir403b and ptogt31b-1 on wood formation in populus tomentosa
publisher Frontiers Media S.A.
series Frontiers in Plant Science
issn 1664-462X
publishDate 2021-08-01
description MicroRNAs (miRNAs), important posttranscriptional regulators of gene expression, play a crucial role in plant growth and development. A single miRNA can regulate numerous target genes, making the determination of its function and interaction with targets challenging. We identified PtomiR403b target to PtoGT31B-1, which encodes a galactosyltransferase responsible for the biosynthesis of cell wall polysaccharides. We performed an association study and epistasis and Mendelian randomization (MR) analyses to explore how the genetic interaction between PtoMIR403b and its target PtoGT31B-1 underlies wood formation. Single nucleotide polymorphism (SNP)-based association studies identified 25 significant associations (P < 0.01, Q < 0.05), and PtoMIR403b and PtoGT31B-1 were associated with five traits, suggesting a role for PtomiR403b and PtoGT31B-1 in wood formation. Epistasis analysis identified 93 significant pairwise epistatic associations with 10 wood formation traits, and 37.89% of the SNP-SNP pairs indicated interactions between PtoMIR403b and PtoGT31B-1. We performed an MR analysis to demonstrate the causality of the relationships between SNPs in PtoMIR403b and wood property traits and that PtoMIR403b modulates wood formation by regulating expression of PtoGT31B-1. Therefore, our findings will facilitate dissection of the functions and interactions with miRNA-targets.
topic PtomiR403b
PtoGT31B-1
association study
epistasis
Mendelian randomization
genetic interaction
url https://www.frontiersin.org/articles/10.3389/fpls.2021.704941/full
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spelling doaj-c003263424584093a3b3dbd9cabbe34a2021-09-03T15:26:58ZengFrontiers Media S.A.Frontiers in Plant Science1664-462X2021-08-011210.3389/fpls.2021.704941704941Association Study and Mendelian Randomization Analysis Reveal Effects of the Genetic Interaction Between PtoMIR403b and PtoGT31B-1 on Wood Formation in Populus tomentosaLiang Xiao0Liang Xiao1Liting Man2Liting Man3Liting Man4Lina Yang5Lina Yang6Jinmei Zhang7Baoyao Liu8Mingyang Quan9Mingyang Quan10Wenjie Lu11Wenjie Lu12Yuanyuan Fang13Yuanyuan Fang14Dan Wang15Dan Wang16Qingzhang Du17Qingzhang Du18Deqiang Zhang19Deqiang Zhang20National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, ChinaKey Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, ChinaNational Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, ChinaKey Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, ChinaXining Forestry Science Research Institute, Xining, ChinaNational Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, ChinaKey Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, ChinaXining Forestry Science Research Institute, Xining, ChinaXining Forestry Science Research Institute, Xining, ChinaNational Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, ChinaKey Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, ChinaNational Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, ChinaKey Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, ChinaNational Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, ChinaKey Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, ChinaNational Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, ChinaKey Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, ChinaNational Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, ChinaKey Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, ChinaNational Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, ChinaKey Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, ChinaMicroRNAs (miRNAs), important posttranscriptional regulators of gene expression, play a crucial role in plant growth and development. A single miRNA can regulate numerous target genes, making the determination of its function and interaction with targets challenging. We identified PtomiR403b target to PtoGT31B-1, which encodes a galactosyltransferase responsible for the biosynthesis of cell wall polysaccharides. We performed an association study and epistasis and Mendelian randomization (MR) analyses to explore how the genetic interaction between PtoMIR403b and its target PtoGT31B-1 underlies wood formation. Single nucleotide polymorphism (SNP)-based association studies identified 25 significant associations (P < 0.01, Q < 0.05), and PtoMIR403b and PtoGT31B-1 were associated with five traits, suggesting a role for PtomiR403b and PtoGT31B-1 in wood formation. Epistasis analysis identified 93 significant pairwise epistatic associations with 10 wood formation traits, and 37.89% of the SNP-SNP pairs indicated interactions between PtoMIR403b and PtoGT31B-1. We performed an MR analysis to demonstrate the causality of the relationships between SNPs in PtoMIR403b and wood property traits and that PtoMIR403b modulates wood formation by regulating expression of PtoGT31B-1. Therefore, our findings will facilitate dissection of the functions and interactions with miRNA-targets.https://www.frontiersin.org/articles/10.3389/fpls.2021.704941/fullPtomiR403bPtoGT31B-1association studyepistasisMendelian randomizationgenetic interaction