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...
Autores principales: | , , , , , , , |
---|---|
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 |