Cargando…

DArT, SNP, and SSR analyses of genetic diversity in Lolium perenne L. using bulk sampling

BACKGROUND: Lolium perenne L. is the most important forage grass species in temperate regions. It is also considered as a sustainable source of biomass for energy production. However, improvement in biomass yield has been limited by comparison with other major crops. More efficient utilisation of ge...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Siyang, Feuerstein, Ulf, Luesink, Wilbert, Schulze, Sabine, Asp, Torben, Studer, Bruno, Becker, Heiko C., Dehmer, Klaus J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5778656/
https://www.ncbi.nlm.nih.gov/pubmed/29357832
http://dx.doi.org/10.1186/s12863-017-0589-0
_version_ 1783294395774140416
author Liu, Siyang
Feuerstein, Ulf
Luesink, Wilbert
Schulze, Sabine
Asp, Torben
Studer, Bruno
Becker, Heiko C.
Dehmer, Klaus J.
author_facet Liu, Siyang
Feuerstein, Ulf
Luesink, Wilbert
Schulze, Sabine
Asp, Torben
Studer, Bruno
Becker, Heiko C.
Dehmer, Klaus J.
author_sort Liu, Siyang
collection PubMed
description BACKGROUND: Lolium perenne L. is the most important forage grass species in temperate regions. It is also considered as a sustainable source of biomass for energy production. However, improvement in biomass yield has been limited by comparison with other major crops. More efficient utilisation of genetic resources and improved breeding schemes are required to advance L. perenne breeding. In an attempt to elucidate the extent of genetic diversity in L. perenne, 1384 DArT, 182 SNP and 48 SSR markers were applied to 297 accessions (Set I) contributed by three German breeding companies and the IPK Genebank. Due to the heterogeneous nature of Lolium accessions, bulk samples were used. Apart from germplasm set I, additional set II and set III was used to determine the reproducibility of marker system and judge the feasibility of bulk strategy in this study. RESULTS: By assessing different bulk sizes, 24 individuals per sample were shown to be a representative number of plants to discriminate different accessions. Among the 297 accessions, all marker types revealed a high polymorphism rate; 1.99, 2.00 and 8.19 alleles, were obtained per locus on average using DArTs, SNPs and SSRs, respectively. The Jaccard distance for DArT markers ranged from 0.00 to 0.73, the Modified Roger’s distance (MRD) for SNP markers ranged from 0.03 to 0.52, and for SSR markers from 0.26 to 0.76. Gene diversity for dominant DArT and co-dominant SNP and SSR markers was found to be 0.26, 0.32 and 0.45, respectively. DArT markers showed the highest consistency and reproducibility. CONCLUSION: The resulting data were evaluated using a number of different classification methods, but none of the methods showed a clear differentiation into distinct genetic pools. With regard to hybrid breeding, this will possibly impede substantial progress towards increased biomass yields of L. perenne by utilising heterosis. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12863-017-0589-0) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-5778656
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-57786562018-01-31 DArT, SNP, and SSR analyses of genetic diversity in Lolium perenne L. using bulk sampling Liu, Siyang Feuerstein, Ulf Luesink, Wilbert Schulze, Sabine Asp, Torben Studer, Bruno Becker, Heiko C. Dehmer, Klaus J. BMC Genet Research Article BACKGROUND: Lolium perenne L. is the most important forage grass species in temperate regions. It is also considered as a sustainable source of biomass for energy production. However, improvement in biomass yield has been limited by comparison with other major crops. More efficient utilisation of genetic resources and improved breeding schemes are required to advance L. perenne breeding. In an attempt to elucidate the extent of genetic diversity in L. perenne, 1384 DArT, 182 SNP and 48 SSR markers were applied to 297 accessions (Set I) contributed by three German breeding companies and the IPK Genebank. Due to the heterogeneous nature of Lolium accessions, bulk samples were used. Apart from germplasm set I, additional set II and set III was used to determine the reproducibility of marker system and judge the feasibility of bulk strategy in this study. RESULTS: By assessing different bulk sizes, 24 individuals per sample were shown to be a representative number of plants to discriminate different accessions. Among the 297 accessions, all marker types revealed a high polymorphism rate; 1.99, 2.00 and 8.19 alleles, were obtained per locus on average using DArTs, SNPs and SSRs, respectively. The Jaccard distance for DArT markers ranged from 0.00 to 0.73, the Modified Roger’s distance (MRD) for SNP markers ranged from 0.03 to 0.52, and for SSR markers from 0.26 to 0.76. Gene diversity for dominant DArT and co-dominant SNP and SSR markers was found to be 0.26, 0.32 and 0.45, respectively. DArT markers showed the highest consistency and reproducibility. CONCLUSION: The resulting data were evaluated using a number of different classification methods, but none of the methods showed a clear differentiation into distinct genetic pools. With regard to hybrid breeding, this will possibly impede substantial progress towards increased biomass yields of L. perenne by utilising heterosis. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12863-017-0589-0) contains supplementary material, which is available to authorized users. BioMed Central 2018-01-22 /pmc/articles/PMC5778656/ /pubmed/29357832 http://dx.doi.org/10.1186/s12863-017-0589-0 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Liu, Siyang
Feuerstein, Ulf
Luesink, Wilbert
Schulze, Sabine
Asp, Torben
Studer, Bruno
Becker, Heiko C.
Dehmer, Klaus J.
DArT, SNP, and SSR analyses of genetic diversity in Lolium perenne L. using bulk sampling
title DArT, SNP, and SSR analyses of genetic diversity in Lolium perenne L. using bulk sampling
title_full DArT, SNP, and SSR analyses of genetic diversity in Lolium perenne L. using bulk sampling
title_fullStr DArT, SNP, and SSR analyses of genetic diversity in Lolium perenne L. using bulk sampling
title_full_unstemmed DArT, SNP, and SSR analyses of genetic diversity in Lolium perenne L. using bulk sampling
title_short DArT, SNP, and SSR analyses of genetic diversity in Lolium perenne L. using bulk sampling
title_sort dart, snp, and ssr analyses of genetic diversity in lolium perenne l. using bulk sampling
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5778656/
https://www.ncbi.nlm.nih.gov/pubmed/29357832
http://dx.doi.org/10.1186/s12863-017-0589-0
work_keys_str_mv AT liusiyang dartsnpandssranalysesofgeneticdiversityinloliumperennelusingbulksampling
AT feuersteinulf dartsnpandssranalysesofgeneticdiversityinloliumperennelusingbulksampling
AT luesinkwilbert dartsnpandssranalysesofgeneticdiversityinloliumperennelusingbulksampling
AT schulzesabine dartsnpandssranalysesofgeneticdiversityinloliumperennelusingbulksampling
AT asptorben dartsnpandssranalysesofgeneticdiversityinloliumperennelusingbulksampling
AT studerbruno dartsnpandssranalysesofgeneticdiversityinloliumperennelusingbulksampling
AT beckerheikoc dartsnpandssranalysesofgeneticdiversityinloliumperennelusingbulksampling
AT dehmerklausj dartsnpandssranalysesofgeneticdiversityinloliumperennelusingbulksampling