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 (...

Full description

Saved in:
Bibliographic Details
Published inFrontiers in plant science Vol. 12; p. 729797
Main Authors Talukder, Shyamal K., Islam, Md. Shofiqul, Krom, Nick, Chang, Junil, Saha, Malay C.
Format Journal Article
LanguageEnglish
Published Frontiers Media S.A 20.10.2021
Subjects
Online AccessGet full text

Cover

Loading…
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.
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.
BookMark eNp1kUtvEzEQgFeoiJbSO0cfuST4sbbjC1JVWohUHkJB4mbNemcTF3cdbG-k_HucpkIUCV9mNI_Plr-XzckYR2ya14zOhViYt8M25DmnnM01N9roZ80ZU6qdtYr_OPkrP20ucr6j9UhKjdEvmlPR6lYyxc-a3fsUp_WmkG-Yt3HMfofk61SgHJJPkH5imq0S-EIuc47O10YciR_JCkIgN5jdhAQyWY5DmHB02JNuT8qmUhLmQ4HEgQD5HHcYyPXYx-1mX_BV83yAkPHiMZ4332-uV1cfZ7dfPiyvLm9nrhWmzHQvRMuoZrrrBSilKCiK1HGFTgySA0i26IFpw4xyHdddK3oxdJwvTFujOG-WR24f4c5uk7-HtLcRvH0oxLS2kIp3AW2LXDrZdUBF_RzTgzLAe8FQw9Dphaqsd0fWdurusXc4lgThCfRpZ_Qbu447u5BKGtZWwJtHQIq_JszF3vvsMAQYMU7ZcmlkFSQpr6P0OOpSzDnh8OcaRu3Bvj3Ytwf79mi_rqh_VpwvD7rqY3z4_-Jv6zS3WA
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
ContentType Journal Article
Copyright Copyright © 2021 Talukder, Islam, Krom, Chang and Saha.
Copyright © 2021 Talukder, Islam, Krom, Chang and Saha. 2021 Talukder, Islam, Krom, Chang and Saha
Copyright_xml – notice: Copyright © 2021 Talukder, Islam, Krom, Chang and Saha.
– notice: Copyright © 2021 Talukder, Islam, Krom, Chang and Saha. 2021 Talukder, Islam, Krom, Chang and Saha
DBID AAYXX
CITATION
7X8
5PM
DOA
DOI 10.3389/fpls.2021.729797
DatabaseName CrossRef
MEDLINE - Academic
PubMed Central (Full Participant titles)
DOAJ - Directory of Open Access Journals
DatabaseTitle CrossRef
MEDLINE - Academic
DatabaseTitleList

MEDLINE - Academic
CrossRef
Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
DeliveryMethod fulltext_linktorsrc
Discipline Botany
EISSN 1664-462X
ExternalDocumentID oai_doaj_org_article_4e25c5bba037459da69a2d31e7afb786
PMC8565914
10_3389_fpls_2021_729797
GroupedDBID 5VS
9T4
AAFWJ
AAKDD
AAYXX
ACGFO
ACGFS
ACXDI
ADBBV
ADRAZ
AENEX
AFPKN
ALMA_UNASSIGNED_HOLDINGS
AOIJS
BCNDV
CITATION
EBD
ECGQY
GROUPED_DOAJ
GX1
HYE
KQ8
M48
M~E
OK1
PGMZT
RNS
RPM
7X8
5PM
ID FETCH-LOGICAL-c439t-7d33410717bd3a6660a60e0c26ec3f52aa518da179196cb27b43d3fb228943fb3
IEDL.DBID M48
ISSN 1664-462X
IngestDate Wed Aug 27 01:22:12 EDT 2025
Thu Aug 21 14:17:40 EDT 2025
Fri Jul 11 15:19:14 EDT 2025
Tue Jul 01 03:48:50 EDT 2025
Thu Apr 24 23:03:42 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Language English
License This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c439t-7d33410717bd3a6660a60e0c26ec3f52aa518da179196cb27b43d3fb228943fb3
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
OpenAccessLink http://journals.scholarsportal.info/openUrl.xqy?doi=10.3389/fpls.2021.729797
PMID 34745162
PQID 2595099502
PQPubID 23479
ParticipantIDs doaj_primary_oai_doaj_org_article_4e25c5bba037459da69a2d31e7afb786
pubmedcentral_primary_oai_pubmedcentral_nih_gov_8565914
proquest_miscellaneous_2595099502
crossref_primary_10_3389_fpls_2021_729797
crossref_citationtrail_10_3389_fpls_2021_729797
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2021-10-20
PublicationDateYYYYMMDD 2021-10-20
PublicationDate_xml – month: 10
  year: 2021
  text: 2021-10-20
  day: 20
PublicationDecade 2020
PublicationTitle Frontiers in plant science
PublicationYear 2021
Publisher Frontiers Media S.A
Publisher_xml – name: Frontiers Media S.A
References Takach (B59) 2012; 78
Douche (B24) 2013; 13
Belesky (B8) 1996; 78
Lewis (B37) 1980; 84
Xu (B67) 1995; 91
(B54) 1999
Nagabhyru (B45) 2013; 13
Singh (B57) 2012; 7
An (B2) 1993; 59
Dinkins (B23) 2017; 213
Rasmussen (B48) 2012; 196
Arachevaleta (B3) 1989; 81
Jaswanthi (B34) 2019; 25
Beló (B9) 2008; 279
Catchen (B13) 2013; 22
Jaškūnė (B33) 2021
Sanad (B53) 2019; 10
Bayat (B6) 2009; 56
Clay (B16) 1990; 21
West (B64) 1993; 85
Saikkonen (B52) 2006; 11
Cai (B12) 2019
Hochholdinger (B30) 2008; 54
De Battista (B20); 82
Hinojosa (B29) 2019; 99
Hopkins (B31) 2011; 5
Li (B38) 2017; 213
Ball (B4) 1991
Guo (B28) 2015; 6
Shi (B56) 2020; 10
Buck (B11) 1997
Charlton (B14) 2014; 90
Schardl (B55) 2004; 55
Elshire (B25) 2011; 6
Jaškūnė (B32) 2020; 11
Davies (B19) 1999; 11
Niu (B46) 2020
Chen (B15) 2017; 7
White (B65) 1992; 32
Richardson (B49) 1993; 33
Belesky (B7) 1995; 35
Ding (B22) 2019; 41
Li (B39) 2018; 93
Takahashi (B61) 2009; 51
Pantalião (B47) 2016; 144
Zhao (B69) 2007; 3
Waqas (B63) 2015; 16
Zeng (B68) 2014; 57
Leuchtmann (B36) 2014; 106
Bates (B5) 2015; 67
Danecek (B18) 2011; 27
Sleper (B58) 1985; 3
Money (B43) 2015; 5
Abdel-Ghani (B1) 2019; 19
Saha (B51) 2018
Takahashi (B60) 2016; 67
Fujimoto (B26) 2014; 5
Coello (B17) 2010; 62
Malinowski (B41) 1999; 22
Bradbury (B10) 2007; 23
Gille (B27) 2011; 23
Xu (B66) 2017; 82
Tao (B62) 2020; 18
Munir (B44) 2016; 6
Rogers (B50) 2013
De Battista (B21); 82
Maclean (B40) 1993
Latch (B35) 2000; 6
Malinowski (B42) 1999; 183
References_xml – volume: 22
  start-page: 3124
  year: 2013
  ident: B13
  article-title: Stacks: an analysis tool set for population genomics.
  publication-title: Mol. Ecol.
  doi: 10.1111/mec.12354
– volume: 82
  start-page: 651
  ident: B21
  article-title: Rhizome and herbage production of endophyte-removed tall fescue clones and populations.
  publication-title: Agron. J.
  doi: 10.2134/agronj1990.00021962008200040001x
– volume: 144
  start-page: 651
  year: 2016
  ident: B47
  article-title: Genome wide association study (GWAS) for grain yield in rice cultivated under water deficit.
  publication-title: Genetica
  doi: 10.1007/s10709-016-9932-z
– volume: 213
  start-page: 324
  year: 2017
  ident: B23
  article-title: Transcriptome response of Lolium arundinaceum to its fungal endophyte Epichloë coenophiala.
  publication-title: N. Phytol.
  doi: 10.1111/nph.14103
– volume: 81
  start-page: 83
  year: 1989
  ident: B3
  article-title: Effect of the tall fescue endophyte on plant response to environmental stress.
  publication-title: Agron. J.
  doi: 10.2134/agronj1989.00021962008100010015x
– volume: 78
  start-page: 499
  year: 1996
  ident: B8
  article-title: Does endophyte influence regrowth of tall fescue?
  publication-title: Ann. Bot.
  doi: 10.1006/anbo.1996.0147
– year: 2020
  ident: B46
  article-title: Defensive forwards: stress-responsive proteins in cell walls of crop plants.
  publication-title: Biorxiv
  doi: 10.1101/2020.02.15.950535
– volume: 33
  start-page: 145
  year: 1993
  ident: B49
  article-title: Photosynthesis and stomatal conductance of symbiotic and nonsymbiotic tall fescue.
  publication-title: Crop Sci.
  doi: 10.2135/cropsci1993.0011183X003300010026x
– volume: 56
  start-page: 510
  year: 2009
  ident: B6
  article-title: Effects of endophytic fungi on some drought tolerance mechanisms of tall fescue in a hydroponics culture.
  publication-title: Russ. J. Plant Physiol.
  doi: 10.1134/S1021443709040104
– volume: 22
  start-page: 835
  year: 1999
  ident: B41
  article-title: Neotyphodium coenophialum-endophyte infection affects the ability of tall fescue to use sparingly available phosphorus.
  publication-title: J. Plant Nutr.
  doi: 10.1080/01904169909365675
– volume: 59
  start-page: 1540
  year: 1993
  ident: B2
  article-title: Relationships among non-Acremonium sp. fungal endophytes in five grass species.
  publication-title: Appl. Environ. Microbiol.
  doi: 10.1128/AEM.59.5.1540-1548.1993
– volume: 3
  start-page: e4
  year: 2007
  ident: B69
  article-title: An Arabidopsis example of association mapping in structured samples.
  publication-title: PLoS Genet.
  doi: 10.1371/journal.pgen.0030004
– volume: 11
  start-page: 1179
  year: 1999
  ident: B19
  article-title: Sac3, an Snf1-like serine/threonine kinase that positively and negatively regulates the responses of Chlamydomonas to sulfur limitation.
  publication-title: Plant Cell
  doi: 10.1105/tpc.11.6.1179
– volume: 67
  start-page: 5203
  year: 2016
  ident: B60
  article-title: Cold acclimation is accompanied by complex responses of glycosylphosphatidylinositol (GPI)-anchored proteins in Arabidopsis.
  publication-title: J. Exp. Bot.
  doi: 10.1093/jxb/erw279
– year: 2018
  ident: B51
  publication-title: Drought Tolerance: an Important Characteristic for Tall Fescue Persistence.
– volume: 13
  start-page: 2438
  year: 2013
  ident: B24
  article-title: Brachypodium distachyon as a model plant toward improved biofuel crops: search for secreted proteins involved in biogenesis and disassembly of cell wall polymers.
  publication-title: Proteomics
  doi: 10.1002/pmic.201200507
– volume: 5
  start-page: 408
  year: 2014
  ident: B26
  article-title: Dynamin-related proteins in plant post-Golgi traffic.
  publication-title: Front. Plant Sci.
  doi: 10.3389/fpls.2014.00408
– volume: 41
  start-page: 151
  year: 2019
  ident: B22
  article-title: Advances in plant GDSL lipases: from sequences to functional mechanisms.
  publication-title: Acta Physiol. Plantarum
  doi: 10.1007/s11738-019-2944-4
– year: 2013
  ident: B50
  publication-title: Tall Fescue: history, Application, Establishment and Management.
– volume: 78
  start-page: 5501
  year: 2012
  ident: B59
  article-title: Genotypic and chemotypic diversity of Neotyphodium endophytes in tall fescue from Greece.
  publication-title: Appl. Environ. Microbiol.
  doi: 10.1128/aem.01084-12
– volume: 11
  start-page: 570204
  year: 2020
  ident: B32
  article-title: Genome-wide association study to identify candidate loci for biomass formation under water deficit in perennial ryegrass.
  publication-title: Front. Plant Sci.
  doi: 10.3389/fpls.2020.570204
– volume: 3
  start-page: 313
  year: 1985
  ident: B58
  article-title: Breeding tall fescue.
  publication-title: Plant Breed. Rev.
  doi: 10.1002/9781118061008.ch8
– volume: 85
  start-page: 264
  year: 1993
  ident: B64
  article-title: Endophyte effects on growth and persistence of tall fescue along a water-supply gradient.
  publication-title: Agron. J.
  doi: 10.2134/agronj1993.00021962008500020019x
– volume: 183
  start-page: 53
  year: 1999
  ident: B42
  article-title: The endophyte Neotyphodium coenophialum affects root morphology of tall fescue grown under phosphorus deficiency.
  publication-title: J. Agron. Crop Sci.
  doi: 10.1046/j.1439-037x.1999.00321.x
– year: 1991
  ident: B4
  article-title: The tall fescue endophyte
  publication-title: Agriculture and Natural Resources Publications∗∗
– volume: 7
  start-page: 847
  year: 2012
  ident: B57
  article-title: Comprehensive expression analysis of rice phospholipase D gene family during abiotic stresses and development.
  publication-title: Plant Signal. Behav.
  doi: 10.4161/psb.20385
– volume: 91
  start-page: 947
  year: 1995
  ident: B67
  article-title: Genome mapping of tall fescue (Festuca arundinacea Schreb.) with RFLP markers.
  publication-title: Theor. Appl. Genet.
  doi: 10.1007/BF00223905
– volume: 32
  start-page: 1392
  year: 1992
  ident: B65
  article-title: Acremonium endophyte effects on tall fescue drought tolerance.
  publication-title: Crop Sci.
  doi: 10.2135/cropsci1992.0011183X003200060017x
– volume: 35
  start-page: 529
  year: 1995
  ident: B7
  article-title: Tall fescue development in response to Acremonium coenophialum and soil acidity.
  publication-title: Crop Sci.
  doi: 10.2135/cropsci1995.0011183X003500020041x
– volume: 6
  start-page: 170
  year: 2000
  ident: B35
  article-title: Tall fescue endophytes.
  publication-title: U. S. Patent Number
– volume: 67
  start-page: 1
  year: 2015
  ident: B5
  article-title: Fitting linear mixed-effects models using lme4.
  publication-title: J. Statist. Softw.
  doi: 10.18637/jss.v067.i01
– year: 2021
  ident: B33
  article-title: Genome-wide markers for seed yield and disease resistance in perennial ryegrass.
  publication-title: Crop J.
  doi: 10.1016/j.cj.2021.07.005
– volume: 93
  start-page: 1088
  year: 2018
  ident: B39
  article-title: Centromeric DNA characterization in the model grass Brachypodium distachyon provides insights on the evolution of the genus.
  publication-title: Plant J.
  doi: 10.1111/tpj.13832
– volume: 10
  start-page: 7474
  year: 2020
  ident: B56
  article-title: Identification, characterization and expression analysis of calmodulin and calmodulin-like proteins in Solanum pennellii.
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-020-64178-y
– volume: 21
  start-page: 275
  year: 1990
  ident: B16
  article-title: Fungal endophytes of grasses.
  publication-title: Annu. Rev. Ecol. Syst.
  doi: 10.1146/annurev.es.21.110190.001423
– volume: 62
  start-page: 883
  year: 2010
  ident: B17
  article-title: The sucrose non-fermenting-1-related (SnRK) family of protein kinases: potential for manipulation to improve stress tolerance and increase yield.
  publication-title: J. Exp. Bot.
  doi: 10.1093/jxb/erq331
– volume: 57
  start-page: 357
  year: 2014
  ident: B68
  article-title: Overexpressing a novel RING-H2 finger protein gene, OsRHP1, enhances drought and salt tolerance in rice (Oryza sativa L.).
  publication-title: J. Plant Biol.
  doi: 10.1007/s12374-013-0481-z
– volume: 279
  start-page: 1
  year: 2008
  ident: B9
  article-title: Whole genome scan detects an allelic variant of fad2 associated with increased oleic acid levels in maize.
  publication-title: Mol. Genet. Genomics
  doi: 10.1007/s00438-007-0289-y
– volume: 5
  start-page: 2383
  year: 2015
  ident: B43
  article-title: LinkImpute: fast and accurate genotype imputation for non-model organisms.
  publication-title: G3
  doi: 10.1534/g3.115.021667
– volume: 13
  start-page: 127
  year: 2013
  ident: B45
  article-title: Tall fescue endophyte effects on tolerance to water-deficit stress.
  publication-title: BMC Plant Biol.
  doi: 10.1186/1471-2229-13-127
– volume: 16
  start-page: 1011
  year: 2015
  ident: B63
  article-title: Mutualistic fungal endophytes produce phytohormones and organic acids that promote japonica rice plant growth under prolonged heat stress.
  publication-title: J. Zhejiang Univ. Sci. B
  doi: 10.1631/jzus.B1500081
– volume: 23
  start-page: 4041
  year: 2011
  ident: B27
  article-title: O-acetylation of Arabidopsis hemicellulose xyloglucan requires AXY4 or AXY4L, proteins with a TBL and DUF231 domain.
  publication-title: Plant Cell
  doi: 10.1105/tpc.111.091728
– volume: 54
  start-page: 888
  year: 2008
  ident: B30
  article-title: The maize (Zea mays L.) roothairless3 gene encodes a putative GPI-anchored, monocot-specific, COBRA-like protein that significantly affects grain yield.
  publication-title: Plant J.
  doi: 10.1111/j.1365-313X.2008.03459.x
– volume: 19
  start-page: 216
  year: 2019
  ident: B1
  article-title: Genome-wide association mapping in a diverse spring barley collection reveals the presence of QTL hotspots and candidate genes for root and shoot architecture traits at seedling stage.
  publication-title: BMC Plant Biol.
  doi: 10.1186/s12870-019-1828-5
– volume: 6
  start-page: e19379
  year: 2011
  ident: B25
  article-title: A robust, simple genotyping-by-sequencing (GBS) approach for high diversity species.
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0019379
– volume: 90
  start-page: 276
  year: 2014
  ident: B14
  article-title: Interspecific hybridization and bioactive alkaloid variation increases diversity in endophytic Epichloë species of Bromus laevipes.
  publication-title: FEMS Microbiol. Ecol.
  doi: 10.1111/1574-6941.12393
– volume: 27
  start-page: 2156
  year: 2011
  ident: B18
  article-title: The variant call format and VCFtools.
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btr330
– volume: 51
  start-page: 123
  year: 2009
  ident: B61
  article-title: Ectopic expression of an esterase, which is a candidate for the unidentified plant cutinase, causes cuticular defects in Arabidopsis thaliana.
  publication-title: Plant Cell Physiol.
  doi: 10.1093/pcp/pcp173
– volume: 82
  start-page: 878
  ident: B20
  article-title: Indole acetic acid production by the fungal endophyte of tall fescue.
  publication-title: Agron. J.
  doi: 10.2134/agronj1990.00021962008200050006x
– volume: 10
  start-page: 504
  year: 2019
  ident: B53
  article-title: Differential dynamic changes of reduced trait model for analyzing the plastic response to drought phases: a case study in spring wheat.
  publication-title: Front. Plant Sci.
  doi: 10.3389/fpls.2019.00504
– volume-title: SAS Institute Inc. SAS/STAT User’s Guide 14
  year: 1999
  ident: B54
– volume: 25
  start-page: 104041
  year: 2019
  ident: B34
  article-title: Apoplast proteomic analysis reveals drought stress-responsive protein datasets in chilli (Capsicum annuum L.).
  publication-title: Data Brief
  doi: 10.1016/j.dib.2019.104041
– volume: 196
  start-page: 7
  year: 2012
  ident: B48
  article-title: Grass-endophyte interactions: a note on the role of monosaccharide transport in the Neotyphodium lolii-Lolium perenne symbiosis.
  publication-title: N. Phytol.
  doi: 10.1111/j.1469-8137.2012.04250.x
– start-page: 141
  year: 1997
  ident: B11
  article-title: Endophyte effect on drought tolerance in diverse Festuca species
  publication-title: Neotyphodium/Grass Interactions.
  doi: 10.1007/978-1-4899-0271-9_21
– year: 2019
  ident: B12
  publication-title: “ggcorrplot2: visualize a Correlation Matrix Using ggplot2”. R Package Version 0.1.0.
– volume: 5
  start-page: 14
  year: 2011
  ident: B31
  article-title: Registration of ‘Texoma’ MaxQ II tall fescue.
  publication-title: J. Plant Registr.
  doi: 10.3198/jpr2010.02.0082crc
– volume: 23
  start-page: 2633
  year: 2007
  ident: B10
  article-title: TASSEL: software for association mapping of complex traits in diverse samples.
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btm308
– volume: 84
  start-page: 335
  year: 1980
  ident: B37
  article-title: Disomic inheritance in Festuca arundinacea Schreb.
  publication-title: Z. Pflanzenzuecht.
– volume: 213
  start-page: 157
  year: 2017
  ident: B38
  article-title: Genome-wide identification of heat stress-responsive small RNAs in the tall fescue (Festuca arundinacea) by high-throughput sequencing.
  publication-title: J. Plant Physiol.
  doi: 10.1016/j.jplph.2017.03.004
– volume: 6
  start-page: 183
  year: 2015
  ident: B28
  article-title: Tall fescue cultivar and fungal endophyte combinations influence plant growth and root exudate composition.
  publication-title: Front. Plant Sci.
  doi: 10.3389/fpls.2015.00183
– volume: 82
  start-page: 90
  year: 2017
  ident: B66
  article-title: Epichloë endophyte infection improved drought and heat tolerance of tall fescue through altered antioxidant enzyme activity.
  publication-title: Eur. J. Hortic. Sci.
  doi: 10.17660/eJHS.2017/82.2.4
– volume: 55
  start-page: 315
  year: 2004
  ident: B55
  article-title: Symbioses of grasses with seedborne fungal endophytes.
  publication-title: Annu. Rev. Plant Biol.
  doi: 10.1146/annurev.arplant.55.031903.141735
– volume: 7
  start-page: 6952
  year: 2017
  ident: B15
  article-title: The advantages of endophyte-infected over uninfected tall fescue in the growth and pathogen resistance are counteracted by elevated CO2.
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-017-07183-y
– year: 1993
  ident: B40
  article-title: The Effect of Endophyte on Drought Resistance in Tall Fescue
  publication-title: Proceedings of the Second International Symposium on Acremonium/grass Interactions.
– volume: 18
  start-page: 1093
  year: 2020
  ident: B62
  article-title: Large-scale GWAS in sorghum reveals common genetic control of grain size among cereals.
  publication-title: Plant Biotechnol. J.
  doi: 10.1111/pbi.13284
– volume: 11
  start-page: 428
  year: 2006
  ident: B52
  article-title: Model systems in ecology: dissecting the endophyte–grass literature.
  publication-title: Trends Plant Sci.
  doi: 10.1016/j.tplants.2006.07.001
– volume: 99
  start-page: 1144
  year: 2019
  ident: B29
  article-title: Impact of heat and drought stress on peroxisome proliferation in quinoa.
  publication-title: Plant J.
  doi: 10.1111/tpj.14411
– volume: 6
  start-page: 31772
  year: 2016
  ident: B44
  article-title: Overexpression of calmodulin-like (ShCML44) stress-responsive gene from Solanum habrochaites enhances tolerance to multiple abiotic stresses.
  publication-title: Sci. Rep.
  doi: 10.1038/srep31772
– volume: 106
  start-page: 202
  year: 2014
  ident: B36
  article-title: Nomenclatural realignment of Neotyphodium species with genus Epicholë.
  publication-title: Mycologia
  doi: 10.3852/13-251
SSID ssj0000500997
Score 2.3152065
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...
SourceID doaj
pubmedcentral
proquest
crossref
SourceType Open Website
Open Access Repository
Aggregation Database
Enrichment Source
Index Database
StartPage 729797
SubjectTerms drought
endophyte
marker trait association (MTA)
Plant Science
stress tolerance
tall fescue
SummonAdditionalLinks – databaseName: DOAJ - Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrZ3La9wwEMZFCT30Uvqk2xdT6KUHd23JsuRj02ZJCw2hJJCbGT1MF4wdEu9C_vvO2N5gX9pLDwZjy_jxycw3SPqNEB-1Zcp46pJCFUWSy7RMrMSYYCFTtLl0yvJq5J9nxell_uNKX81KffGcsBEPPH64dR6l9to5ZFCKLgMWJcqgsmiwdsYOsG2KebNkaqR6s_Ux47gkZWHlur5umM4ts89kJw0znmZxaMD1LzzmcobkLORsnojHk1eEL-MzPhUPYvtMPDzuyM_dPRf7b0OFnR5-TdNc9xHOd_0A8gZeghNvEopE2x5mEsC2hQtsGtjEW7-LgLfw_VCmJIC7A_KDcD4sSfIRuhoQzrp9bOCkDR0p0scX4nJzcvH1NJmqKCSezEafmKAoUnHa5oJCylZSLNKYellEr2otEXVmAzKmtCy8k8blKqjaSclo9tqpl-Ko7dr4SgA1QKN8Visd8lqiI69Hu9aijiaqbCXWh29a-QkxzpUumopSDVahYhUqVqEaVViJT_dXXI94jb-0PWaZ7tsxGHs4QN2lmrpL9a_ushIfDiJX9CPx6Ai2sdvRnXRJ5ok2uRJmof7ijssz7fb3gOS25IvLLH_9Px7xjXjEb80BUqZvxVF_s4vvyPn07v3Qyf8AVU8C7g
  priority: 102
  providerName: Directory of Open Access Journals
Title Drought Responsive Putative Marker-Trait Association in Tall Fescue as Influenced by the Presence of a Novel Endophyte
URI https://www.proquest.com/docview/2595099502
https://pubmed.ncbi.nlm.nih.gov/PMC8565914
https://doaj.org/article/4e25c5bba037459da69a2d31e7afb786
Volume 12
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1La9wwEBZt2kMvpU-6fQQVeunBiS1ZDx9Kadps00JCKFnYmxnZcrpg7HTXu3T_fWdkbxpDKPRg44dkYX0W842l-Yaxd8qSynjsIi21jlIRZ5EV4CPQIgabCictRSOfnumTWfp9ruZ_w6OHDlzd6tpRPqnZsj74_Wv7EQf8B_I40d4eVlc1CW-L5ACZosnMXXYP7ZKhfAanA9nvlb6JDoVsK1qnUarFvJ-3vPUhIzsV5PxHHHS8gvKGSZo-Yg8HLsk_9eA_Znd884TdP2qR722fss2XkIGn4z-GZbAbz8_XXRD65hSi45cRWqpFx29AxBcNv4C65lO_Ktaew4p_26UxKbnbcuSL_DyELBWetxUHftZufM2Pm7JFxDr_jM2mxxefT6Ihy0JUIBnpIlNKtGTk1rlSAnozMejYx4XQvpCVEgAqsSWQjGmmCyeMS2UpKycESbdXTj5ne03b-BeMYwEwskgqqcq0EuCQC-KhtaC88TKZsMNdn-bFIEFOmTDqHF0RQiEnFHJCIe9RmLD31zWuevmNf5Q9Ipiuy5FwdrjQLi_zYRzmqReqUM4B6e6orASdgShl4g1Uzlg9YW93IOc40Gj2BBrfrrEllSG5wk1MmBmhP2pxfKdZ_AyS3RZ5c5akL__jdV6xB3RGdlLEr9let1z7N0iAOrcffhzg_us82Q_f-B8TcgVZ
linkProvider Scholars Portal
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Drought+Responsive+Putative+Marker-Trait+Association+in+Tall+Fescue+as+Influenced+by+the+Presence+of+a+Novel+Endophyte&rft.jtitle=Frontiers+in+plant+science&rft.au=Talukder%2C+Shyamal+K.&rft.au=Islam%2C+Md.+Shofiqul&rft.au=Krom%2C+Nick&rft.au=Chang%2C+Junil&rft.date=2021-10-20&rft.issn=1664-462X&rft.eissn=1664-462X&rft.volume=12&rft_id=info:doi/10.3389%2Ffpls.2021.729797&rft.externalDBID=n%2Fa&rft.externalDocID=10_3389_fpls_2021_729797
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1664-462X&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1664-462X&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1664-462X&client=summon