Drought Responsive Putative Marker-Trait Association in Tall Fescue as Influenced by the Presence of a Novel Endophyte
Tall fescue ( Festuca arundinacea Schreb.) is one of the most important cool-season perennial obligatory outcrossing forage grasses in the United States. The production and persistence of tall fescue is significantly affected by drought in the south-central United States. Shoot-specific endophyte (...
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Published in | Frontiers in plant science Vol. 12; p. 729797 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English |
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20.10.2021
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Abstract | Tall fescue (
Festuca arundinacea
Schreb.) is one of the most important cool-season perennial obligatory outcrossing forage grasses in the United States. The production and persistence of tall fescue is significantly affected by drought in the south-central United States. Shoot-specific endophyte (
Epichloë coenophiala
)-infected tall fescue showed superior performance under both biotic and abiotic stress conditions. We performed a genome-wide association analysis using clonal pairs of novel endophyte AR584-positive (EP) and endophyte-free (EF) tall fescue populations consisting of 205 genotypes to identify marker-trait associations (MTAs) that contribute to drought tolerance. The experiment was performed through November 2014 to June 2018 in the field, and phenotypic data were taken on plant height, plant spread, plant vigor, and dry biomass weight under natural summer conditions of sporadic drought. Genotyping-by-sequencing of the population generated 3,597 high quality single nucleotide polymorphisms (SNPs) for further analysis. We identified 26 putative drought responsive MTAs (17 specific to EP, eight specific to EF, and one in both EP and EF populations) and nine of them (i.e., V.ep_10, S.ef_12, V.ep_27, HSV.ef_31, S.ep_30, SV.ef_32, V.ep_68, V.ef_56, and H.ef_57) were identified within 0.5 Mb region in the tall fescue genome (44.5–44.7, 75.3–75.8, 77.5–77.9 and 143.7–144.2 Mb). Using 26 MTAs, 11 tall fescue genotypes were selected for subsequent study to develop EP and EF drought tolerant tall fescue populations. Ten orthologous genes (six for EP and four for EF population) were identified in
Brachypodium
genome as potential candidates for drought tolerance in tall fescue, which were also earlier reported for their involvement in abiotic stress tolerance. The MTAs and candidate genes identified in this study will be useful for marker-assisted selection in improving drought tolerance of tall fescue as well opening avenue for further drought study in tall fescue. |
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AbstractList | Tall fescue (Festuca arundinacea Schreb.) is one of the most important cool-season perennial obligatory outcrossing forage grasses in the United States. The production and persistence of tall fescue is significantly affected by drought in the south-central United States. Shoot-specific endophyte (Epichloë coenophiala)-infected tall fescue showed superior performance under both biotic and abiotic stress conditions. We performed a genome-wide association analysis using clonal pairs of novel endophyte AR584-positive (EP) and endophyte-free (EF) tall fescue populations consisting of 205 genotypes to identify marker-trait associations (MTAs) that contribute to drought tolerance. The experiment was performed through November 2014 to June 2018 in the field, and phenotypic data were taken on plant height, plant spread, plant vigor, and dry biomass weight under natural summer conditions of sporadic drought. Genotyping-by-sequencing of the population generated 3,597 high quality single nucleotide polymorphisms (SNPs) for further analysis. We identified 26 putative drought responsive MTAs (17 specific to EP, eight specific to EF, and one in both EP and EF populations) and nine of them (i.e., V.ep_10, S.ef_12, V.ep_27, HSV.ef_31, S.ep_30, SV.ef_32, V.ep_68, V.ef_56, and H.ef_57) were identified within 0.5 Mb region in the tall fescue genome (44.5–44.7, 75.3–75.8, 77.5–77.9 and 143.7–144.2 Mb). Using 26 MTAs, 11 tall fescue genotypes were selected for subsequent study to develop EP and EF drought tolerant tall fescue populations. Ten orthologous genes (six for EP and four for EF population) were identified in Brachypodium genome as potential candidates for drought tolerance in tall fescue, which were also earlier reported for their involvement in abiotic stress tolerance. The MTAs and candidate genes identified in this study will be useful for marker-assisted selection in improving drought tolerance of tall fescue as well opening avenue for further drought study in tall fescue. Tall fescue ( Festuca arundinacea Schreb.) is one of the most important cool-season perennial obligatory outcrossing forage grasses in the United States. The production and persistence of tall fescue is significantly affected by drought in the south-central United States. Shoot-specific endophyte ( Epichloë coenophiala )-infected tall fescue showed superior performance under both biotic and abiotic stress conditions. We performed a genome-wide association analysis using clonal pairs of novel endophyte AR584-positive (EP) and endophyte-free (EF) tall fescue populations consisting of 205 genotypes to identify marker-trait associations (MTAs) that contribute to drought tolerance. The experiment was performed through November 2014 to June 2018 in the field, and phenotypic data were taken on plant height, plant spread, plant vigor, and dry biomass weight under natural summer conditions of sporadic drought. Genotyping-by-sequencing of the population generated 3,597 high quality single nucleotide polymorphisms (SNPs) for further analysis. We identified 26 putative drought responsive MTAs (17 specific to EP, eight specific to EF, and one in both EP and EF populations) and nine of them (i.e., V.ep_10, S.ef_12, V.ep_27, HSV.ef_31, S.ep_30, SV.ef_32, V.ep_68, V.ef_56, and H.ef_57) were identified within 0.5 Mb region in the tall fescue genome (44.5–44.7, 75.3–75.8, 77.5–77.9 and 143.7–144.2 Mb). Using 26 MTAs, 11 tall fescue genotypes were selected for subsequent study to develop EP and EF drought tolerant tall fescue populations. Ten orthologous genes (six for EP and four for EF population) were identified in Brachypodium genome as potential candidates for drought tolerance in tall fescue, which were also earlier reported for their involvement in abiotic stress tolerance. The MTAs and candidate genes identified in this study will be useful for marker-assisted selection in improving drought tolerance of tall fescue as well opening avenue for further drought study in tall fescue. Tall fescue (Festuca arundinacea Schreb.) is one of the most important cool-season perennial obligatory outcrossing forage grasses in the United States. The production and persistence of tall fescue is significantly affected by drought in the south-central United States. Shoot-specific endophyte (Epichloë coenophiala)-infected tall fescue showed superior performance under both biotic and abiotic stress conditions. We performed a genome-wide association analysis using clonal pairs of novel endophyte AR584-positive (EP) and endophyte-free (EF) tall fescue populations consisting of 205 genotypes to identify marker-trait associations (MTAs) that contribute to drought tolerance. The experiment was performed through November 2014 to June 2018 in the field, and phenotypic data were taken on plant height, plant spread, plant vigor, and dry biomass weight under natural summer conditions of sporadic drought. Genotyping-by-sequencing of the population generated 3,597 high quality single nucleotide polymorphisms (SNPs) for further analysis. We identified 26 putative drought responsive MTAs (17 specific to EP, eight specific to EF, and one in both EP and EF populations) and nine of them (i.e., V.ep_10, S.ef_12, V.ep_27, HSV.ef_31, S.ep_30, SV.ef_32, V.ep_68, V.ef_56, and H.ef_57) were identified within 0.5 Mb region in the tall fescue genome (44.5-44.7, 75.3-75.8, 77.5-77.9 and 143.7-144.2 Mb). Using 26 MTAs, 11 tall fescue genotypes were selected for subsequent study to develop EP and EF drought tolerant tall fescue populations. Ten orthologous genes (six for EP and four for EF population) were identified in Brachypodium genome as potential candidates for drought tolerance in tall fescue, which were also earlier reported for their involvement in abiotic stress tolerance. The MTAs and candidate genes identified in this study will be useful for marker-assisted selection in improving drought tolerance of tall fescue as well opening avenue for further drought study in tall fescue.Tall fescue (Festuca arundinacea Schreb.) is one of the most important cool-season perennial obligatory outcrossing forage grasses in the United States. The production and persistence of tall fescue is significantly affected by drought in the south-central United States. Shoot-specific endophyte (Epichloë coenophiala)-infected tall fescue showed superior performance under both biotic and abiotic stress conditions. We performed a genome-wide association analysis using clonal pairs of novel endophyte AR584-positive (EP) and endophyte-free (EF) tall fescue populations consisting of 205 genotypes to identify marker-trait associations (MTAs) that contribute to drought tolerance. The experiment was performed through November 2014 to June 2018 in the field, and phenotypic data were taken on plant height, plant spread, plant vigor, and dry biomass weight under natural summer conditions of sporadic drought. Genotyping-by-sequencing of the population generated 3,597 high quality single nucleotide polymorphisms (SNPs) for further analysis. We identified 26 putative drought responsive MTAs (17 specific to EP, eight specific to EF, and one in both EP and EF populations) and nine of them (i.e., V.ep_10, S.ef_12, V.ep_27, HSV.ef_31, S.ep_30, SV.ef_32, V.ep_68, V.ef_56, and H.ef_57) were identified within 0.5 Mb region in the tall fescue genome (44.5-44.7, 75.3-75.8, 77.5-77.9 and 143.7-144.2 Mb). Using 26 MTAs, 11 tall fescue genotypes were selected for subsequent study to develop EP and EF drought tolerant tall fescue populations. Ten orthologous genes (six for EP and four for EF population) were identified in Brachypodium genome as potential candidates for drought tolerance in tall fescue, which were also earlier reported for their involvement in abiotic stress tolerance. The MTAs and candidate genes identified in this study will be useful for marker-assisted selection in improving drought tolerance of tall fescue as well opening avenue for further drought study in tall fescue. |
Author | Krom, Nick Saha, Malay C. Talukder, Shyamal K. Islam, Md. Shofiqul Chang, Junil |
AuthorAffiliation | 1 Grass Genomics, Noble Research Institute LLC , Ardmore, OK , United States 2 Texas A&M AgriLife Research Center , Beaumont, TX , United States 3 Scientific Computing, Noble Research Institute LLC , Ardmore, OK , United States |
AuthorAffiliation_xml | – name: 3 Scientific Computing, Noble Research Institute LLC , Ardmore, OK , United States – name: 2 Texas A&M AgriLife Research Center , Beaumont, TX , United States – name: 1 Grass Genomics, Noble Research Institute LLC , Ardmore, OK , United States |
Author_xml | – sequence: 1 givenname: Shyamal K. surname: Talukder fullname: Talukder, Shyamal K. – sequence: 2 givenname: Md. Shofiqul surname: Islam fullname: Islam, Md. Shofiqul – sequence: 3 givenname: Nick surname: Krom fullname: Krom, Nick – sequence: 4 givenname: Junil surname: Chang fullname: Chang, Junil – sequence: 5 givenname: Malay C. surname: Saha fullname: Saha, Malay C. |
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CitedBy_id | crossref_primary_10_3389_fpls_2022_967672 crossref_primary_10_3389_fpls_2022_803400 crossref_primary_10_1016_j_ecoenv_2023_115315 crossref_primary_10_1002_glr2_12021 crossref_primary_10_1080_15427528_2024_2389456 |
Cites_doi | 10.1111/mec.12354 10.2134/agronj1990.00021962008200040001x 10.1007/s10709-016-9932-z 10.1111/nph.14103 10.2134/agronj1989.00021962008100010015x 10.1006/anbo.1996.0147 10.1101/2020.02.15.950535 10.2135/cropsci1993.0011183X003300010026x 10.1134/S1021443709040104 10.1080/01904169909365675 10.1128/AEM.59.5.1540-1548.1993 10.1371/journal.pgen.0030004 10.1105/tpc.11.6.1179 10.1093/jxb/erw279 10.1002/pmic.201200507 10.3389/fpls.2014.00408 10.1007/s11738-019-2944-4 10.1128/aem.01084-12 10.3389/fpls.2020.570204 10.1002/9781118061008.ch8 10.2134/agronj1993.00021962008500020019x 10.1046/j.1439-037x.1999.00321.x 10.4161/psb.20385 10.1007/BF00223905 10.2135/cropsci1992.0011183X003200060017x 10.2135/cropsci1995.0011183X003500020041x 10.18637/jss.v067.i01 10.1016/j.cj.2021.07.005 10.1111/tpj.13832 10.1038/s41598-020-64178-y 10.1146/annurev.es.21.110190.001423 10.1093/jxb/erq331 10.1007/s12374-013-0481-z 10.1007/s00438-007-0289-y 10.1534/g3.115.021667 10.1186/1471-2229-13-127 10.1631/jzus.B1500081 10.1105/tpc.111.091728 10.1111/j.1365-313X.2008.03459.x 10.1186/s12870-019-1828-5 10.1371/journal.pone.0019379 10.1111/1574-6941.12393 10.1093/bioinformatics/btr330 10.1093/pcp/pcp173 10.2134/agronj1990.00021962008200050006x 10.3389/fpls.2019.00504 10.1016/j.dib.2019.104041 10.1111/j.1469-8137.2012.04250.x 10.1007/978-1-4899-0271-9_21 10.3198/jpr2010.02.0082crc 10.1093/bioinformatics/btm308 10.1016/j.jplph.2017.03.004 10.3389/fpls.2015.00183 10.17660/eJHS.2017/82.2.4 10.1146/annurev.arplant.55.031903.141735 10.1038/s41598-017-07183-y 10.1111/pbi.13284 10.1016/j.tplants.2006.07.001 10.1111/tpj.14411 10.1038/srep31772 10.3852/13-251 |
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Copyright | Copyright © 2021 Talukder, Islam, Krom, Chang and Saha. Copyright © 2021 Talukder, Islam, Krom, Chang and Saha. 2021 Talukder, Islam, Krom, Chang and Saha |
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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 Reviewed by: David Jespersen, University of Georgia, United States; Toshihiko Yamada, Hokkaido University, Japan ORCID: Shyamal K. Talukder, orcid.org/0000-0002-9674-2716; Md. Shofiqul Islam, orcid.org/0000-0003-3018-4739; Nick Krom, orcid.org/0000-0002-7973-8037; Junil Chang, orcid.org/0000-0002-4765-5157; Malay C. Saha, orcid.org/0000-0003-4442-2320 Edited by: Mario A. Pagnotta, University of Tuscia, Italy These authors have contributed equally to this work This article was submitted to Plant Abiotic Stress, a section of the journal Frontiers in Plant Science |
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Snippet | Tall fescue (
Festuca arundinacea
Schreb.) is one of the most important cool-season perennial obligatory outcrossing forage grasses in the United States. The... Tall fescue (Festuca arundinacea Schreb.) is one of the most important cool-season perennial obligatory outcrossing forage grasses in the United States. The... |
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Title | Drought Responsive Putative Marker-Trait Association in Tall Fescue as Influenced by the Presence of a Novel Endophyte |
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