Genome-wide association study discovered favorable single nucleotide polymorphisms and candidate genes associated with ramet number in ramie (Boehmeria nivea L.)

Abstract Background Ramie (Boehmeria nivea L.) is one of the most important natural fiber crops and an important forage grass in south China. Ramet number, which is a quantitative trait controlled by multigenes, is one of the most important agronomic traits in plants because the ramet number per pla...

Full description

Bibliographic Details
Main Authors: Kunmei Chen, Mingbao Luan, Heping Xiong, Ping Chen, Jikang Chen, Gang Gao, Kunyong Huang, Aiguo Zhu, Chunming Yu
Format: Article
Language:English
Published: BMC 2018-12-01
Series:BMC Plant Biology
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12870-018-1573-1
id doaj-427809d0cc444900a3cb0fa43367ffc0
record_format Article
spelling doaj-427809d0cc444900a3cb0fa43367ffc02020-11-25T02:53:07ZengBMCBMC Plant Biology1471-22292018-12-0118111010.1186/s12870-018-1573-1Genome-wide association study discovered favorable single nucleotide polymorphisms and candidate genes associated with ramet number in ramie (Boehmeria nivea L.)Kunmei Chen0Mingbao Luan1Heping Xiong2Ping Chen3Jikang Chen4Gang Gao5Kunyong Huang6Aiguo Zhu7Chunming Yu8Institute of Bast Fiber Crops, Chinese Academy of Agricultural SciencesInstitute of Bast Fiber Crops, Chinese Academy of Agricultural SciencesInstitute of Bast Fiber Crops, Chinese Academy of Agricultural SciencesInstitute of Bast Fiber Crops, Chinese Academy of Agricultural SciencesInstitute of Bast Fiber Crops, Chinese Academy of Agricultural SciencesInstitute of Bast Fiber Crops, Chinese Academy of Agricultural SciencesInstitute of Bast Fiber Crops, Chinese Academy of Agricultural SciencesInstitute of Bast Fiber Crops, Chinese Academy of Agricultural SciencesInstitute of Bast Fiber Crops, Chinese Academy of Agricultural SciencesAbstract Background Ramie (Boehmeria nivea L.) is one of the most important natural fiber crops and an important forage grass in south China. Ramet number, which is a quantitative trait controlled by multigenes, is one of the most important agronomic traits in plants because the ramet number per plant is a key component of grain yield and biomass. However, the genetic variation and genetic architecture of ramie ramet number are rarely known. Results A genome-wide association study was performed using a panel of 112 core germplasms and 108,888 single nucleotide polymorphisms (SNPs) detected using specific-locus amplified fragment sequencing technology. Trait-SNP association analysis detected 44 significant SNPs that were associated with ramet number at P < 0.01. The favorable SNP Marker20170–64 emerged at least twice in the three detected stages and was validated to be associated with the ramie ramet number using genomic DNA polymerase chain reaction with an F1 hybrid progeny population. Comparative genome analysis predicted nine candidate genes for ramet number based on Marker20170–64. Real-time quantitative polymerase chain reaction analysis indicated that six of the genes were specific to upregulation in the ramie variety with high ramet number. These results suggest that these genes could be considered as ramet number-associated candidates in ramie. Conclusions The identified loci or genes may be promising targets for genetic engineering and selection for modulating the ramet number in ramie. Our work improves understanding of the genetics of ramet number in ramie core germplasms and provides tools for marker-assisted selection for improvement of agricultural traits.http://link.springer.com/article/10.1186/s12870-018-1573-1RamieRamet numberGenome-wide association studySignificant SNPsqPCR
collection DOAJ
language English
format Article
sources DOAJ
author Kunmei Chen
Mingbao Luan
Heping Xiong
Ping Chen
Jikang Chen
Gang Gao
Kunyong Huang
Aiguo Zhu
Chunming Yu
spellingShingle Kunmei Chen
Mingbao Luan
Heping Xiong
Ping Chen
Jikang Chen
Gang Gao
Kunyong Huang
Aiguo Zhu
Chunming Yu
Genome-wide association study discovered favorable single nucleotide polymorphisms and candidate genes associated with ramet number in ramie (Boehmeria nivea L.)
BMC Plant Biology
Ramie
Ramet number
Genome-wide association study
Significant SNPs
qPCR
author_facet Kunmei Chen
Mingbao Luan
Heping Xiong
Ping Chen
Jikang Chen
Gang Gao
Kunyong Huang
Aiguo Zhu
Chunming Yu
author_sort Kunmei Chen
title Genome-wide association study discovered favorable single nucleotide polymorphisms and candidate genes associated with ramet number in ramie (Boehmeria nivea L.)
title_short Genome-wide association study discovered favorable single nucleotide polymorphisms and candidate genes associated with ramet number in ramie (Boehmeria nivea L.)
title_full Genome-wide association study discovered favorable single nucleotide polymorphisms and candidate genes associated with ramet number in ramie (Boehmeria nivea L.)
title_fullStr Genome-wide association study discovered favorable single nucleotide polymorphisms and candidate genes associated with ramet number in ramie (Boehmeria nivea L.)
title_full_unstemmed Genome-wide association study discovered favorable single nucleotide polymorphisms and candidate genes associated with ramet number in ramie (Boehmeria nivea L.)
title_sort genome-wide association study discovered favorable single nucleotide polymorphisms and candidate genes associated with ramet number in ramie (boehmeria nivea l.)
publisher BMC
series BMC Plant Biology
issn 1471-2229
publishDate 2018-12-01
description Abstract Background Ramie (Boehmeria nivea L.) is one of the most important natural fiber crops and an important forage grass in south China. Ramet number, which is a quantitative trait controlled by multigenes, is one of the most important agronomic traits in plants because the ramet number per plant is a key component of grain yield and biomass. However, the genetic variation and genetic architecture of ramie ramet number are rarely known. Results A genome-wide association study was performed using a panel of 112 core germplasms and 108,888 single nucleotide polymorphisms (SNPs) detected using specific-locus amplified fragment sequencing technology. Trait-SNP association analysis detected 44 significant SNPs that were associated with ramet number at P < 0.01. The favorable SNP Marker20170–64 emerged at least twice in the three detected stages and was validated to be associated with the ramie ramet number using genomic DNA polymerase chain reaction with an F1 hybrid progeny population. Comparative genome analysis predicted nine candidate genes for ramet number based on Marker20170–64. Real-time quantitative polymerase chain reaction analysis indicated that six of the genes were specific to upregulation in the ramie variety with high ramet number. These results suggest that these genes could be considered as ramet number-associated candidates in ramie. Conclusions The identified loci or genes may be promising targets for genetic engineering and selection for modulating the ramet number in ramie. Our work improves understanding of the genetics of ramet number in ramie core germplasms and provides tools for marker-assisted selection for improvement of agricultural traits.
topic Ramie
Ramet number
Genome-wide association study
Significant SNPs
qPCR
url http://link.springer.com/article/10.1186/s12870-018-1573-1
work_keys_str_mv AT kunmeichen genomewideassociationstudydiscoveredfavorablesinglenucleotidepolymorphismsandcandidategenesassociatedwithrametnumberinramieboehmerianiveal
AT mingbaoluan genomewideassociationstudydiscoveredfavorablesinglenucleotidepolymorphismsandcandidategenesassociatedwithrametnumberinramieboehmerianiveal
AT hepingxiong genomewideassociationstudydiscoveredfavorablesinglenucleotidepolymorphismsandcandidategenesassociatedwithrametnumberinramieboehmerianiveal
AT pingchen genomewideassociationstudydiscoveredfavorablesinglenucleotidepolymorphismsandcandidategenesassociatedwithrametnumberinramieboehmerianiveal
AT jikangchen genomewideassociationstudydiscoveredfavorablesinglenucleotidepolymorphismsandcandidategenesassociatedwithrametnumberinramieboehmerianiveal
AT ganggao genomewideassociationstudydiscoveredfavorablesinglenucleotidepolymorphismsandcandidategenesassociatedwithrametnumberinramieboehmerianiveal
AT kunyonghuang genomewideassociationstudydiscoveredfavorablesinglenucleotidepolymorphismsandcandidategenesassociatedwithrametnumberinramieboehmerianiveal
AT aiguozhu genomewideassociationstudydiscoveredfavorablesinglenucleotidepolymorphismsandcandidategenesassociatedwithrametnumberinramieboehmerianiveal
AT chunmingyu genomewideassociationstudydiscoveredfavorablesinglenucleotidepolymorphismsandcandidategenesassociatedwithrametnumberinramieboehmerianiveal
_version_ 1724726645180334080