Elucidating the Genetic Architecture of Fiber Quality in Hemp (Cannabis sativa L.) Using a Genome-Wide Association Study

Hemp (Cannabis sativa L.) is a bast-fiber crop with a great potential in the emerging bio-based economy. Yet, hemp breeding for fiber quality is restricted and that is mainly due to the limited knowledge of the genetic architecture of its fiber quality. A panel of 123 hemp accessions, with large phe...

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Main Authors: Jordi Petit, Elma M. J. Salentijn, Maria-João Paulo, Christel Denneboom, Eibertus N. van Loo, Luisa M. Trindade
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-09-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fgene.2020.566314/full
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spelling doaj-bc74e5638a704f67a613daca00f217c52020-11-25T04:02:22ZengFrontiers Media S.A.Frontiers in Genetics1664-80212020-09-011110.3389/fgene.2020.566314566314Elucidating the Genetic Architecture of Fiber Quality in Hemp (Cannabis sativa L.) Using a Genome-Wide Association StudyJordi Petit0Elma M. J. Salentijn1Maria-João Paulo2Christel Denneboom3Eibertus N. van Loo4Luisa M. Trindade5Wageningen UR Plant Breeding, Wageningen University & Research, Wageningen, NetherlandsWageningen UR Plant Breeding, Wageningen University & Research, Wageningen, NetherlandsBiometris, Wageningen University & Research, Wageningen, NetherlandsWageningen UR Plant Breeding, Wageningen University & Research, Wageningen, NetherlandsWageningen UR Plant Breeding, Wageningen University & Research, Wageningen, NetherlandsWageningen UR Plant Breeding, Wageningen University & Research, Wageningen, NetherlandsHemp (Cannabis sativa L.) is a bast-fiber crop with a great potential in the emerging bio-based economy. Yet, hemp breeding for fiber quality is restricted and that is mainly due to the limited knowledge of the genetic architecture of its fiber quality. A panel of 123 hemp accessions, with large phenotypic variability, was used to study the genetic basis of seven cell wall and bast fiber traits relevant to fiber quality. These traits showed large genetic variance components and high values of broad sense heritability in this hemp panel, as concluded from the phenotypic evaluation across three test locations with contrasting environments. The hemp panel was genotyped using restriction site associated DNA sequencing (RAD-seq). Subsequently, a large set (> 600,000) of selected genome-wide single nucleotide polymorphism (SNP) markers was used for a genome-wide association study (GWAS) approach to get insights into quantitative trait loci (QTLs) controlling fiber quality traits. In absence of a complete hemp genome sequence, identification of QTLs was based on the following characteristics: (i) association level to traits, (ii) fraction of explained trait variance, (iii) collinearity between QTLs, and (iv) detection across different environments. Using this approach, 16 QTLs were identified across locations for different fiber quality traits, including contents of glucose, glucuronic acid, mannose, xylose, lignin, and bast fiber content. Among them, six were found across the three environments. The genetic markers composing the QTLs that are common across locations are valuable tools to develop novel genotypes of hemp with improved fiber quality. Underneath the QTLs, 12 candidate genes were identified which are likely to be involved in the biosynthesis and modification of monosaccharides, polysaccharides, and lignin. These candidate genes were suggested to play an important role in determining fiber quality in hemp. This study provides new insights into the genetic architecture of fiber traits, identifies QTLs and candidate genes that form the basis for molecular breeding for high fiber quality hemp cultivars.https://www.frontiersin.org/article/10.3389/fgene.2020.566314/fullGWASCannabis sativahempfiber qualitycell wall compositionRAD-sequencing
collection DOAJ
language English
format Article
sources DOAJ
author Jordi Petit
Elma M. J. Salentijn
Maria-João Paulo
Christel Denneboom
Eibertus N. van Loo
Luisa M. Trindade
spellingShingle Jordi Petit
Elma M. J. Salentijn
Maria-João Paulo
Christel Denneboom
Eibertus N. van Loo
Luisa M. Trindade
Elucidating the Genetic Architecture of Fiber Quality in Hemp (Cannabis sativa L.) Using a Genome-Wide Association Study
Frontiers in Genetics
GWAS
Cannabis sativa
hemp
fiber quality
cell wall composition
RAD-sequencing
author_facet Jordi Petit
Elma M. J. Salentijn
Maria-João Paulo
Christel Denneboom
Eibertus N. van Loo
Luisa M. Trindade
author_sort Jordi Petit
title Elucidating the Genetic Architecture of Fiber Quality in Hemp (Cannabis sativa L.) Using a Genome-Wide Association Study
title_short Elucidating the Genetic Architecture of Fiber Quality in Hemp (Cannabis sativa L.) Using a Genome-Wide Association Study
title_full Elucidating the Genetic Architecture of Fiber Quality in Hemp (Cannabis sativa L.) Using a Genome-Wide Association Study
title_fullStr Elucidating the Genetic Architecture of Fiber Quality in Hemp (Cannabis sativa L.) Using a Genome-Wide Association Study
title_full_unstemmed Elucidating the Genetic Architecture of Fiber Quality in Hemp (Cannabis sativa L.) Using a Genome-Wide Association Study
title_sort elucidating the genetic architecture of fiber quality in hemp (cannabis sativa l.) using a genome-wide association study
publisher Frontiers Media S.A.
series Frontiers in Genetics
issn 1664-8021
publishDate 2020-09-01
description Hemp (Cannabis sativa L.) is a bast-fiber crop with a great potential in the emerging bio-based economy. Yet, hemp breeding for fiber quality is restricted and that is mainly due to the limited knowledge of the genetic architecture of its fiber quality. A panel of 123 hemp accessions, with large phenotypic variability, was used to study the genetic basis of seven cell wall and bast fiber traits relevant to fiber quality. These traits showed large genetic variance components and high values of broad sense heritability in this hemp panel, as concluded from the phenotypic evaluation across three test locations with contrasting environments. The hemp panel was genotyped using restriction site associated DNA sequencing (RAD-seq). Subsequently, a large set (> 600,000) of selected genome-wide single nucleotide polymorphism (SNP) markers was used for a genome-wide association study (GWAS) approach to get insights into quantitative trait loci (QTLs) controlling fiber quality traits. In absence of a complete hemp genome sequence, identification of QTLs was based on the following characteristics: (i) association level to traits, (ii) fraction of explained trait variance, (iii) collinearity between QTLs, and (iv) detection across different environments. Using this approach, 16 QTLs were identified across locations for different fiber quality traits, including contents of glucose, glucuronic acid, mannose, xylose, lignin, and bast fiber content. Among them, six were found across the three environments. The genetic markers composing the QTLs that are common across locations are valuable tools to develop novel genotypes of hemp with improved fiber quality. Underneath the QTLs, 12 candidate genes were identified which are likely to be involved in the biosynthesis and modification of monosaccharides, polysaccharides, and lignin. These candidate genes were suggested to play an important role in determining fiber quality in hemp. This study provides new insights into the genetic architecture of fiber traits, identifies QTLs and candidate genes that form the basis for molecular breeding for high fiber quality hemp cultivars.
topic GWAS
Cannabis sativa
hemp
fiber quality
cell wall composition
RAD-sequencing
url https://www.frontiersin.org/article/10.3389/fgene.2020.566314/full
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