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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Frontiers Media S.A.
2021-08-01
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Series: | Frontiers in Plant Science |
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Online Access: | https://www.frontiersin.org/articles/10.3389/fpls.2021.704941/full |
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DOAJ |
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 |
work_keys_str_mv |
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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 |