Effects of Favorable Alleles for Water-Soluble Carbohydrates at Grain Filling on Grain Weight under Drought and Heat Stresses in Wheat

Drought, heat and other abiotic stresses during grain filling can result in reductions in grain weight. Conserved water-soluble carbohydrates (WSC) at early grain filling play an important role in partial compensation of reduced carbon supply. A diverse population of 262 historical winter wheat acce...

Full description

Saved in:
Bibliographic Details
Published inPloS one Vol. 9; no. 7; p. e102917
Main Authors Zhang, Bin, Li, Weiyu, Chang, Xiaoping, Li, Runzhi, Jing, Ruilian
Format Journal Article
LanguageEnglish
Published United States Public Library of Science 18.07.2014
Public Library of Science (PLoS)
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Drought, heat and other abiotic stresses during grain filling can result in reductions in grain weight. Conserved water-soluble carbohydrates (WSC) at early grain filling play an important role in partial compensation of reduced carbon supply. A diverse population of 262 historical winter wheat accessions was used in the present study. There were significant correlations between 1000-grain weight (TGW) and four types of WSC, viz. (1) total WSC at the mid-grain filling stage (14 days after flowering) produced by leaves and non-leaf organs; (2) WSC contributed by current leaf assimilation during the mid-grain filling; (3) WSC in non-leaf organs at the mid-grain filling, excluding the current leaf assimilation; and (4) WSC used for respiration and remobilization during the mid-grain filling. Association and favorable allele analyses of 209 genome-wide SSR markers and the four types of WSC were conducted using a mixed linear model. Seven novel favorable WSC alleles exhibited positive individual contributions to TGW, which were verified under 16 environments. Dosage effects of pyramided favorable WSC alleles and significantly linear correlations between the number of favorable WSC alleles and TGW were observed. Our results suggested that pyramiding more favorable WSC alleles was effective for improving both WSC and grain weight in future wheat breeding programs.
AbstractList Drought, heat and other abiotic stresses during grain filling can result in reductions in grain weight. Conserved water-soluble carbohydrates (WSC) at early grain filling play an important role in partial compensation of reduced carbon supply. A diverse population of 262 historical winter wheat accessions was used in the present study. There were significant correlations between 1000-grain weight (TGW) and four types of WSC, viz. (1) total WSC at the mid-grain filling stage (14 days after flowering) produced by leaves and non-leaf organs; (2) WSC contributed by current leaf assimilation during the mid-grain filling; (3) WSC in non-leaf organs at the mid-grain filling, excluding the current leaf assimilation; and (4) WSC used for respiration and remobilization during the mid-grain filling. Association and favorable allele analyses of 209 genome-wide SSR markers and the four types of WSC were conducted using a mixed linear model. Seven novel favorable WSC alleles exhibited positive individual contributions to TGW, which were verified under 16 environments. Dosage effects of pyramided favorable WSC alleles and significantly linear correlations between the number of favorable WSC alleles and TGW were observed. Our results suggested that pyramiding more favorable WSC alleles was effective for improving both WSC and grain weight in future wheat breeding programs.
Drought, heat and other abiotic stresses during grain filling can result in reductions in grain weight. Conserved water-soluble carbohydrates (WSC) at early grain filling play an important role in partial compensation of reduced carbon supply. A diverse population of 262 historical winter wheat accessions was used in the present study. There were significant correlations between 1000-grain weight (TGW) and four types of WSC, viz. (1) total WSC at the mid-grain filling stage (14 days after flowering) produced by leaves and non-leaf organs; (2) WSC contributed by current leaf assimilation during the mid-grain filling; (3) WSC in non-leaf organs at the mid-grain filling, excluding the current leaf assimilation; and (4) WSC used for respiration and remobilization during the mid-grain filling. Association and favorable allele analyses of 209 genome-wide SSR markers and the four types of WSC were conducted using a mixed linear model. Seven novel favorable WSC alleles exhibited positive individual contributions to TGW, which were verified under 16 environments. Dosage effects of pyramided favorable WSC alleles and significantly linear correlations between the number of favorable WSC alleles and TGW were observed. Our results suggested that pyramiding more favorable WSC alleles was effective for improving both WSC and grain weight in future wheat breeding programs.Drought, heat and other abiotic stresses during grain filling can result in reductions in grain weight. Conserved water-soluble carbohydrates (WSC) at early grain filling play an important role in partial compensation of reduced carbon supply. A diverse population of 262 historical winter wheat accessions was used in the present study. There were significant correlations between 1000-grain weight (TGW) and four types of WSC, viz. (1) total WSC at the mid-grain filling stage (14 days after flowering) produced by leaves and non-leaf organs; (2) WSC contributed by current leaf assimilation during the mid-grain filling; (3) WSC in non-leaf organs at the mid-grain filling, excluding the current leaf assimilation; and (4) WSC used for respiration and remobilization during the mid-grain filling. Association and favorable allele analyses of 209 genome-wide SSR markers and the four types of WSC were conducted using a mixed linear model. Seven novel favorable WSC alleles exhibited positive individual contributions to TGW, which were verified under 16 environments. Dosage effects of pyramided favorable WSC alleles and significantly linear correlations between the number of favorable WSC alleles and TGW were observed. Our results suggested that pyramiding more favorable WSC alleles was effective for improving both WSC and grain weight in future wheat breeding programs.
Audience Academic
Author Zhang, Bin
Jing, Ruilian
Chang, Xiaoping
Li, Weiyu
Li, Runzhi
AuthorAffiliation 2 College of Agronomy, Shanxi Agricultural University, Taigu, China
International Rice Research Institute, Philippines
1 National Key Facility for Crop Gene Resources and Genetic Improvement/Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing, China
AuthorAffiliation_xml – name: International Rice Research Institute, Philippines
– name: 1 National Key Facility for Crop Gene Resources and Genetic Improvement/Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing, China
– name: 2 College of Agronomy, Shanxi Agricultural University, Taigu, China
Author_xml – sequence: 1
  givenname: Bin
  surname: Zhang
  fullname: Zhang, Bin
– sequence: 2
  givenname: Weiyu
  surname: Li
  fullname: Li, Weiyu
– sequence: 3
  givenname: Xiaoping
  surname: Chang
  fullname: Chang, Xiaoping
– sequence: 4
  givenname: Runzhi
  surname: Li
  fullname: Li, Runzhi
– sequence: 5
  givenname: Ruilian
  surname: Jing
  fullname: Jing, Ruilian
BackLink https://www.ncbi.nlm.nih.gov/pubmed/25036550$$D View this record in MEDLINE/PubMed
BookMark eNqNk21rFDEQxxep2Af9BqILguiLO5PNZnfjC6HUPkGh4Kl9GbLZyV2OXHJNssV-AT-32XZPeqWI7ItNZn7zn8wws5_tWGchy15jNMWkxp-WrvdWmOk6macIo4Lh-lm2hxkpJlWByM6D8262H8ISIUqaqnqR7RYUkYpStJf9PlYKZAy5U_mJuHFetAbyQ2PAQMiV8_mViOAnM2f6wXMkfOsWt51P1pCLmJ96oW1-oo3Rdp47OxquQM8XMe9tBz7_6l0_3ITt8jNIQbPoIYQkMJCLZHmZPVfCBHg1_g-yHyfH34_OJheXp-dHhxcTWbEiTpiUomtb3DEqRVHUbaWogKbBMhVPlWIIKHQNkQirljIKsmMS1ahqC1DpRA6yt_e6a-MCH1sYOKYlZYxihhNxfk90Tiz52uuV8LfcCc3vDM7PufBRSwOclh1RBGMKNS2hBsaYLFBbINGwmiXnQfZlzNa3K-gk2OiF2RLd9li94HN3w0uMSNMMz_0wCnh33UOIfKWDBGOEBdffvbumpGoISei7R-jT1Y3UXKQCtFUu5ZWDKD8scYNTVlwmavoElb4OVlqmeVM62bcCPm4FJCbCrzgXfQj8fPbt_9nLn9vs-wdsGhQTFyFNYtTOhm3wzcNO_23xZtAT8PkekN6F4EFxqaMYdFJp2nCM-LBVm6bxYav4uFUpuHwUvNH_Z9gfDAAmbg
CitedBy_id crossref_primary_10_1071_CP17112
crossref_primary_10_1016_j_saa_2023_123320
crossref_primary_10_1007_s00709_025_02031_7
crossref_primary_10_1111_tpj_16783
crossref_primary_10_1038_s41598_021_82264_7
crossref_primary_10_1186_s12870_021_03367_x
crossref_primary_10_1042_ETLS20180105
crossref_primary_10_1016_S2095_3119_16_61471_5
crossref_primary_10_1038_s41598_019_40362_7
crossref_primary_10_1007_s10142_024_01488_8
crossref_primary_10_1080_03650340_2018_1472377
crossref_primary_10_1007_s10343_023_00892_7
crossref_primary_10_1007_s11103_019_00826_w
crossref_primary_10_1007_s42976_024_00614_3
crossref_primary_10_1007_s12298_015_0283_5
crossref_primary_10_1007_s00122_016_2683_5
crossref_primary_10_3389_fpls_2023_1138966
crossref_primary_10_1186_s12864_016_2875_z
crossref_primary_10_1371_journal_pone_0164293
crossref_primary_10_3390_plants11182404
crossref_primary_10_1016_S2095_3119_17_61685_X
crossref_primary_10_1371_journal_pone_0213390
crossref_primary_10_3389_fpls_2015_00624
crossref_primary_10_1007_s00299_025_03465_2
crossref_primary_10_1007_s40502_025_00854_3
crossref_primary_10_3389_fpls_2022_825687
crossref_primary_10_1007_s00344_024_11535_0
crossref_primary_10_1016_j_jksus_2023_102570
crossref_primary_10_1080_1343943X_2017_1302307
crossref_primary_10_1016_j_jksus_2017_12_012
crossref_primary_10_3389_fpls_2017_00368
crossref_primary_10_1111_nph_19075
crossref_primary_10_1093_jxb_ery081
crossref_primary_10_1007_s11738_019_2946_2
crossref_primary_10_3389_fpls_2016_01191
crossref_primary_10_1080_13102818_2020_1805015
crossref_primary_10_1186_s12863_020_00855_1
crossref_primary_10_1007_s42976_021_00223_4
crossref_primary_10_3390_genes9020087
crossref_primary_10_1007_s00122_020_03640_x
crossref_primary_10_1111_pbi_13100
crossref_primary_10_1371_journal_pone_0119438
crossref_primary_10_1093_dnares_dsx052
crossref_primary_10_3389_fpls_2018_01529
crossref_primary_10_1111_jac_12378
crossref_primary_10_1111_ppl_14236
crossref_primary_10_1186_s12870_020_02581_3
Cites_doi 10.1007/s001220000503
10.1007/s00122-005-0172-3
10.1007/s11032-013-9939-4
10.1038/270431a0
10.1534/genetics.106.068361
10.2135/cropsci1997.0011183X003700010006x
10.1007/s00344-009-9085-8
10.1007/s10142-010-0208-x
10.1093/bioinformatics/btm308
10.1104/pp.121.3.871
10.1556/CRC.35.2007.3.1
10.1071/FP09174
10.1093/oxfordjournals.aob.a086922
10.1042/bj0570508
10.1007/s00122-004-1740-7
10.1007/s11032-005-3445-2
10.1071/FP06062
10.2135/cropsci2005.0175a
10.1046/j.1469-8137.2000.00777.x
10.1007/s11032-012-9763-2
10.1093/jxb/31.2.655
10.1038/264541a0
10.1006/anbo.2000.1254
10.1023/A:1018303922482
10.3724/SP.J.1006.2012.00962
10.1371/journal.pgen.1002221
10.1086/282771
10.1007/s11032-013-9873-5
10.1046/j.1471-8286.2002.00305.x
10.1017/S0021859601001836
10.1007/s001220050558
10.1104/pp.107.113076
10.1071/AR08067
10.2135/cropsci2000.4061645x
10.1016/S0005-2736(00)00363-1
10.1104/pp.106.1.329
10.1093/bioinformatics/bti282
10.2135/cropsci2006.01.0013
10.1093/aob/mcf049
10.1080/00032719.2011.551859
10.1046/j.1365-3040.2003.01081.x
10.1071/FP03123
10.1007/s00122-006-0346-7
10.1093/jxb/ers317
10.1111/j.1469-8137.2005.01575.x
10.1270/jsbbs.52.275
10.1038/ng.546
10.1111/j.1365-294X.2005.02553.x
10.1093/bioinformatics/btm233
10.1093/jxb/eri087
10.1071/PP9940255
10.1186/1471-2164-10-279
ContentType Journal Article
Copyright COPYRIGHT 2014 Public Library of Science
2014 Zhang et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
2014 Zhang et al 2014 Zhang et al
Copyright_xml – notice: COPYRIGHT 2014 Public Library of Science
– notice: 2014 Zhang et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
– notice: 2014 Zhang et al 2014 Zhang et al
DBID AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
IOV
ISR
3V.
7QG
7QL
7QO
7RV
7SN
7SS
7T5
7TG
7TM
7U9
7X2
7X7
7XB
88E
8AO
8C1
8FD
8FE
8FG
8FH
8FI
8FJ
8FK
ABJCF
ABUWG
AEUYN
AFKRA
ARAPS
ATCPS
AZQEC
BBNVY
BENPR
BGLVJ
BHPHI
C1K
CCPQU
D1I
DWQXO
FR3
FYUFA
GHDGH
GNUQQ
H94
HCIFZ
K9.
KB.
KB0
KL.
L6V
LK8
M0K
M0S
M1P
M7N
M7P
M7S
NAPCQ
P5Z
P62
P64
PATMY
PDBOC
PHGZM
PHGZT
PIMPY
PJZUB
PKEHL
PPXIY
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
PTHSS
PYCSY
RC3
7X8
5PM
DOA
DOI 10.1371/journal.pone.0102917
DatabaseName CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
Gale In Context: Opposing Viewpoints
Gale In Context: Science
ProQuest Central (Corporate)
Animal Behavior Abstracts
Bacteriology Abstracts (Microbiology B)
Biotechnology Research Abstracts
Nursing & Allied Health Database
Ecology Abstracts
Entomology Abstracts (Full archive)
Immunology Abstracts
Meteorological & Geoastrophysical Abstracts
Nucleic Acids Abstracts
Virology and AIDS Abstracts
Agricultural Science Collection
Health & Medical Collection
ProQuest Central (purchase pre-March 2016)
Medical Database (Alumni Edition)
ProQuest Pharma Collection
Public Health Database
Technology Research Database
ProQuest SciTech Collection
ProQuest Technology Collection
ProQuest Natural Science Collection
Hospital Premium Collection
Hospital Premium Collection (Alumni Edition)
ProQuest Central (Alumni) (purchase pre-March 2016)
Materials Science & Engineering Collection (subscription)
ProQuest Central (Alumni Edition)
ProQuest One Sustainability (subscription)
ProQuest Central UK/Ireland
Advanced Technologies & Aerospace Collection
Agricultural & Environmental Science Collection (subscription)
ProQuest Central Essentials
Biological Science Collection (subscription)
ProQuest Central
Technology Collection
Natural Science Collection
Environmental Sciences and Pollution Management
ProQuest One Community College
ProQuest Materials Science Collection
ProQuest Central Korea
Engineering Research Database
Health Research Premium Collection
Health Research Premium Collection (Alumni)
ProQuest Central Student
AIDS and Cancer Research Abstracts
SciTech Premium Collection
ProQuest Health & Medical Complete (Alumni)
Materials Science Database
Nursing & Allied Health Database (Alumni Edition)
Meteorological & Geoastrophysical Abstracts - Academic
ProQuest Engineering Collection
ProQuest Biological Science Collection
Agricultural Science Database
Health & Medical Collection (Alumni Edition)
Medical Database
Algology Mycology and Protozoology Abstracts (Microbiology C)
Biological Science Database
Engineering Database (subscription)
Nursing & Allied Health Premium
AAdvanced Technologies & Aerospace Database (subscription)
ProQuest Advanced Technologies & Aerospace Collection
Biotechnology and BioEngineering Abstracts
Environmental Science Database (subscripiton)
Materials Science Collection
ProQuest Central Premium
ProQuest One Academic (New)
Publicly Available Content Database
ProQuest Health & Medical Research Collection
ProQuest One Academic Middle East (New)
ProQuest One Health & Nursing
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
Engineering Collection
Environmental Science Collection
Genetics Abstracts
MEDLINE - Academic
PubMed Central (Full Participant titles)
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
Agricultural Science Database
Publicly Available Content Database
ProQuest Central Student
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
Nucleic Acids Abstracts
SciTech Premium Collection
ProQuest Central China
Environmental Sciences and Pollution Management
ProQuest One Applied & Life Sciences
ProQuest One Sustainability
Health Research Premium Collection
Meteorological & Geoastrophysical Abstracts
Natural Science Collection
Health & Medical Research Collection
Biological Science Collection
ProQuest Central (New)
ProQuest Medical Library (Alumni)
Engineering Collection
Advanced Technologies & Aerospace Collection
Engineering Database
Virology and AIDS Abstracts
ProQuest Biological Science Collection
ProQuest One Academic Eastern Edition
Agricultural Science Collection
ProQuest Hospital Collection
ProQuest Technology Collection
Health Research Premium Collection (Alumni)
Biological Science Database
Ecology Abstracts
ProQuest Hospital Collection (Alumni)
Biotechnology and BioEngineering Abstracts
Environmental Science Collection
Entomology Abstracts
Nursing & Allied Health Premium
ProQuest Health & Medical Complete
ProQuest One Academic UKI Edition
Environmental Science Database
ProQuest Nursing & Allied Health Source (Alumni)
Engineering Research Database
ProQuest One Academic
Meteorological & Geoastrophysical Abstracts - Academic
ProQuest One Academic (New)
Technology Collection
Technology Research Database
ProQuest One Academic Middle East (New)
Materials Science Collection
ProQuest Health & Medical Complete (Alumni)
ProQuest Central (Alumni Edition)
ProQuest One Community College
ProQuest One Health & Nursing
ProQuest Natural Science Collection
ProQuest Pharma Collection
ProQuest Central
ProQuest Health & Medical Research Collection
Genetics Abstracts
ProQuest Engineering Collection
Biotechnology Research Abstracts
Health and Medicine Complete (Alumni Edition)
ProQuest Central Korea
Bacteriology Abstracts (Microbiology B)
Algology Mycology and Protozoology Abstracts (Microbiology C)
Agricultural & Environmental Science Collection
AIDS and Cancer Research Abstracts
Materials Science Database
ProQuest Materials Science Collection
ProQuest Public Health
ProQuest Nursing & Allied Health Source
ProQuest SciTech Collection
Advanced Technologies & Aerospace Database
ProQuest Medical Library
Animal Behavior Abstracts
Materials Science & Engineering Collection
Immunology Abstracts
ProQuest Central (Alumni)
MEDLINE - Academic
DatabaseTitleList

MEDLINE - Academic
MEDLINE
Agricultural Science Database



Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 3
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
– sequence: 4
  dbid: 8FG
  name: ProQuest Technology Collection
  url: https://search.proquest.com/technologycollection1
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Sciences (General)
DocumentTitleAlternate Effects of Favorable Alleles for WSC on Grain Weight
EISSN 1932-6203
ExternalDocumentID 1545995191
oai_doaj_org_article_54d3f3115e754e7e999c20b20a89794d
PMC4103880
3377747901
A418138814
25036550
10_1371_journal_pone_0102917
Genre Research Support, Non-U.S. Gov't
Journal Article
GeographicLocations United Kingdom--UK
Beijing China
China
GeographicLocations_xml – name: United Kingdom--UK
– name: China
– name: Beijing China
GroupedDBID ---
123
29O
2WC
53G
5VS
7RV
7X2
7X7
7XC
88E
8AO
8C1
8CJ
8FE
8FG
8FH
8FI
8FJ
A8Z
AAFWJ
AAUCC
AAWOE
AAYXX
ABDBF
ABIVO
ABJCF
ABUWG
ACGFO
ACIHN
ACIWK
ACPRK
ACUHS
ADBBV
ADRAZ
AEAQA
AENEX
AEUYN
AFKRA
AFPKN
AFRAH
AHMBA
ALIPV
ALMA_UNASSIGNED_HOLDINGS
AOIJS
APEBS
ARAPS
ATCPS
BAWUL
BBNVY
BCNDV
BENPR
BGLVJ
BHPHI
BKEYQ
BPHCQ
BVXVI
BWKFM
CCPQU
CITATION
CS3
D1I
D1J
D1K
DIK
DU5
E3Z
EAP
EAS
EBD
EMOBN
ESX
EX3
F5P
FPL
FYUFA
GROUPED_DOAJ
GX1
HCIFZ
HH5
HMCUK
HYE
IAO
IEA
IGS
IHR
IHW
INH
INR
IOV
IPY
ISE
ISR
ITC
K6-
KB.
KQ8
L6V
LK5
LK8
M0K
M1P
M48
M7P
M7R
M7S
M~E
NAPCQ
O5R
O5S
OK1
OVT
P2P
P62
PATMY
PDBOC
PHGZM
PHGZT
PIMPY
PQQKQ
PROAC
PSQYO
PTHSS
PYCSY
RNS
RPM
SV3
TR2
UKHRP
WOQ
WOW
~02
~KM
CGR
CUY
CVF
ECM
EIF
IPNFZ
NPM
PJZUB
PPXIY
PQGLB
PV9
RIG
RZL
BBORY
PMFND
3V.
7QG
7QL
7QO
7SN
7SS
7T5
7TG
7TM
7U9
7XB
8FD
8FK
AZQEC
C1K
DWQXO
FR3
GNUQQ
H94
K9.
KL.
M7N
P64
PKEHL
PQEST
PQUKI
PRINS
RC3
7X8
5PM
PUEGO
-
02
AAPBV
ABPTK
ADACO
BBAFP
KM
ID FETCH-LOGICAL-c692t-9ccadbb1d95ca227b6f5ae881c9175ff90e5ed83c01fb595ecd9c0706b2ef9c03
IEDL.DBID 7X7
ISSN 1932-6203
IngestDate Fri Nov 26 17:13:34 EST 2021
Wed Aug 27 01:05:20 EDT 2025
Thu Aug 21 18:11:41 EDT 2025
Mon Jul 21 10:26:25 EDT 2025
Fri Jul 25 10:31:51 EDT 2025
Tue Jun 17 21:04:48 EDT 2025
Tue Jun 10 20:23:41 EDT 2025
Fri Jun 27 04:41:51 EDT 2025
Fri Jun 27 03:58:43 EDT 2025
Thu May 22 21:22:49 EDT 2025
Mon Jul 21 05:53:17 EDT 2025
Thu Apr 24 22:54:15 EDT 2025
Tue Jul 01 02:57:50 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 7
Language English
License This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
Creative Commons Attribution License
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c692t-9ccadbb1d95ca227b6f5ae881c9175ff90e5ed83c01fb595ecd9c0706b2ef9c03
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
Competing Interests: The authors have declared that no competing interests exist.
Conceived and designed the experiments: RJ RL. Performed the experiments: WL BZ XC. Analyzed the data: BZ WL. Contributed to the writing of the manuscript: BZ. Revised the manuscript: BZ RJ.
OpenAccessLink https://www.proquest.com/docview/1545995191?pq-origsite=%requestingapplication%
PMID 25036550
PQID 1545995191
PQPubID 1436336
ParticipantIDs plos_journals_1545995191
doaj_primary_oai_doaj_org_article_54d3f3115e754e7e999c20b20a89794d
pubmedcentral_primary_oai_pubmedcentral_nih_gov_4103880
proquest_miscellaneous_1547536833
proquest_journals_1545995191
gale_infotracmisc_A418138814
gale_infotracacademiconefile_A418138814
gale_incontextgauss_ISR_A418138814
gale_incontextgauss_IOV_A418138814
gale_healthsolutions_A418138814
pubmed_primary_25036550
crossref_citationtrail_10_1371_journal_pone_0102917
crossref_primary_10_1371_journal_pone_0102917
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2014-07-18
PublicationDateYYYYMMDD 2014-07-18
PublicationDate_xml – month: 07
  year: 2014
  text: 2014-07-18
  day: 18
PublicationDecade 2010
PublicationPlace United States
PublicationPlace_xml – name: United States
– name: San Francisco
– name: San Francisco, USA
PublicationTitle PloS one
PublicationTitleAlternate PLoS One
PublicationYear 2014
Publisher Public Library of Science
Public Library of Science (PLoS)
Publisher_xml – name: Public Library of Science
– name: Public Library of Science (PLoS)
References B Rathinasabapathi (ref42) 2000; 86
ME Nicolas (ref45) 1985; 55
OJ Hardy (ref37) 2002; 2
P Gupta (ref1) 2008
DE Goggin (ref10) 2004; 31
K Lui (ref33) 2005; 21
G Evanno (ref34) 2005; 14
J Yang (ref49) 2000; 40
F Marza (ref53) 2006; 112
LB Turner (ref17) 2006; 169
G Rebetzke (ref8) 2008; 59
V Shearman (ref15) 2005; 45
F Bidinger (ref4) 1977; 270
K Nagata (ref18) 2002; 52
PJ Bradbury (ref38) 2007; 23
AF van Herwaarden (ref14) 2002
SA Ruuska (ref11) 2006; 33
G Galiba (ref21) 1997; 95
B Teulat (ref20) 2001; 103
Z Zhang (ref39) 2010; 42
M Foulkes (ref13) 2002; 138
K Werner (ref55) 2005; 16
IJ Vereyken (ref43) 2001; 1510
A Guoth (ref48) 2009; 28
T Gebbing (ref9) 1999; 121
J Yang (ref50) 2003; 26
A Blum (ref6) 1998; 100
B Zhang (ref29) 2013; 32
DJ Somers (ref32) 2004; 109
X Huang (ref52) 2006; 113
KFM Salem (ref22) 2007; 35
J Gallagher (ref3) 1976; 264
K Sayre (ref41) 1997; 37
X Wu (ref54) 2013; 33
C Thevenot (ref19) 2005; 56
W Li (ref28) 2012; 38
A Sacco (ref56) 2013; 31
IF Wardlaw (ref2) 1994; 21
A Aprile (ref44) 2009; 10
DL Yang (ref23) 2007; 176
GP Xue (ref16) 2008; 146
M Jakobsson (ref35) 2007; 23
RA Barrero (ref40) 2011; 11
C Saint Pierre (ref24) 2010; 37
J Araus (ref47) 2002; 89
B Ehdaie (ref7) 2006; 46
MF Dreccer (ref12) 2013; 64
Z Wang (ref30) 2011; 44
J Morgan (ref25) 1980; 31
X Xu (ref26) 2000; 43
I Wardlaw (ref46) 2000; 148
WG Spollen (ref5) 1994; 106
E Yemm (ref31) 1954; 57
M Nei (ref36) 1972; 106
Y Zhang (ref27) 2006; 32
AN Famoso (ref51) 2011; 7
References_xml – volume: 103
  start-page: 161
  year: 2001
  ident: ref20
  article-title: New QTLs identified for plant water status, water-soluble carbohydrate and osmotic adjustment in a barley population grown in a growth-chamber under two water regimes
  publication-title: Theor Appl Genet
  doi: 10.1007/s001220000503
– volume: 112
  start-page: 688
  year: 2006
  ident: ref53
  article-title: Quantitative trait loci for yield and related traits in the wheat population Ning7840×Clark
  publication-title: Theor Appl Genet
  doi: 10.1007/s00122-005-0172-3
– volume: 33
  start-page: 129
  year: 2013
  ident: ref54
  article-title: Precise mapping of a quantitative trait locus interval for spike length and grain weight in bread wheat (Triticum aestivum L.)
  publication-title: Mol Breed
  doi: 10.1007/s11032-013-9939-4
– volume: 270
  start-page: 431
  year: 1977
  ident: ref4
  article-title: Contribution of stored pre-anthesis assimilate to grain yield in wheat and barley
  publication-title: Nature
  doi: 10.1038/270431a0
– volume: 176
  start-page: 571
  year: 2007
  ident: ref23
  article-title: Identification of quantitative trait loci and environmental interactions for accumulation and remobilization of water-soluble carbohydrates in wheat (Triticum aestivum L.) stems
  publication-title: Genetics
  doi: 10.1534/genetics.106.068361
– volume: 37
  start-page: 36
  year: 1997
  ident: ref41
  article-title: Yield potential progress in short bread wheats in northwest Mexico
  publication-title: Crop Sci
  doi: 10.2135/cropsci1997.0011183X003700010006x
– volume: 28
  start-page: 167
  year: 2009
  ident: ref48
  article-title: Comparison of the drought stress responses of tolerant and sensitive wheat cultivars during grain filling: Changes in flag leaf photosynthetic activity, ABA levels, and grain yield
  publication-title: J Plant Growth Regul
  doi: 10.1007/s00344-009-9085-8
– volume: 11
  start-page: 37
  year: 2011
  ident: ref40
  article-title: Diverse approaches to achieving grain yield in wheat
  publication-title: Funct Integr Genomics
  doi: 10.1007/s10142-010-0208-x
– volume: 23
  start-page: 2633
  year: 2007
  ident: ref38
  article-title: TASSEL: software for association mapping of complex traits in diverse samples
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btm308
– volume: 121
  start-page: 871
  year: 1999
  ident: ref9
  article-title: Pre-anthesis reserve utilization for protein and carbohydrate synthesis in grains of wheat
  publication-title: Plant Physiol
  doi: 10.1104/pp.121.3.871
– volume: 35
  start-page: 1367
  year: 2007
  ident: ref22
  article-title: Identification and mapping quantitative trait loci for stem reserve mobilisation in wheat (Triticum aestivum L.)
  publication-title: Cereal Res Commun
  doi: 10.1556/CRC.35.2007.3.1
– volume: 37
  start-page: 166
  year: 2010
  ident: ref24
  article-title: Stem solidness and its relationship to water-soluble carbohydrates: association with wheat yield under water deficit
  publication-title: Funct Plant Biol
  doi: 10.1071/FP09174
– start-page: 878
  year: 2002
  ident: ref14
  article-title: Water-soluble carbohydrate accumulation in stems is related to breeding progress in Australian wheats
  publication-title: In: Plant Breeding for the 11th Millenium, JAMcComb (ed), Proceedings 12th Australasian Plant Breeding Conference (Perth, 15–20 September 2002)
– volume: 55
  start-page: 433
  year: 1985
  ident: ref45
  article-title: Effect of post-anthesis drought on cell division and starch accumulation in developing wheat grains
  publication-title: Ann Bot
  doi: 10.1093/oxfordjournals.aob.a086922
– volume: 57
  start-page: 508
  year: 1954
  ident: ref31
  article-title: The estimation of carbohydrates in plant extracts by anthrone
  publication-title: Biochem J
  doi: 10.1042/bj0570508
– volume: 109
  start-page: 1105
  year: 2004
  ident: ref32
  article-title: A high-density microsatellite consensus map for bread wheat (Triticum aestivum L.)
  publication-title: Theor Appl Genet
  doi: 10.1007/s00122-004-1740-7
– volume: 16
  start-page: 45
  year: 2005
  ident: ref55
  article-title: Strategies for pyramiding resistance genes against the barley yellow mosaic virus complex (BaMMV, BaYMV, BaYMV-2)
  publication-title: Mol Breed
  doi: 10.1007/s11032-005-3445-2
– volume: 33
  start-page: 799
  year: 2006
  ident: ref11
  article-title: Genotypic variation in water-soluble carbohydrate accumulation in wheat
  publication-title: Funct Plant Biol
  doi: 10.1071/FP06062
– volume: 45
  start-page: 175
  year: 2005
  ident: ref15
  article-title: Physiological processes associated with wheat yield progress in the UK
  publication-title: Crop Sci
  doi: 10.2135/cropsci2005.0175a
– volume: 148
  start-page: 413
  year: 2000
  ident: ref46
  article-title: Mobilization of fructan reserves and changes in enzyme activities in wheat stems correlate with water stress during kernel filling
  publication-title: New Phytol
  doi: 10.1046/j.1469-8137.2000.00777.x
– volume: 31
  start-page: 217
  year: 2013
  ident: ref56
  article-title: Quantitative trait loci pyramiding for fruit quality traits in tomato
  publication-title: Mol Breed
  doi: 10.1007/s11032-012-9763-2
– volume: 31
  start-page: 655
  year: 1980
  ident: ref25
  article-title: Osmotic adjustment in the spikelets and leaves of wheat
  publication-title: J Exp Bot
  doi: 10.1093/jxb/31.2.655
– volume: 264
  start-page: 541
  year: 1976
  ident: ref3
  article-title: Effects of drought on grain growth
  publication-title: Nature
  doi: 10.1038/264541a0
– volume: 86
  start-page: 709
  year: 2000
  ident: ref42
  article-title: Metabolic engineering for stress tolerance: installing osmoprotectant synthesis pathways
  publication-title: Ann Bot
  doi: 10.1006/anbo.2000.1254
– volume: 100
  start-page: 77
  year: 1998
  ident: ref6
  article-title: Improving wheat grain filling under stress by stem reserve mobilisation
  publication-title: Euphytica
  doi: 10.1023/A:1018303922482
– volume: 38
  start-page: 962
  year: 2012
  ident: ref28
  article-title: Exploring elite alleles for chlorophyII content of flag leaf in natural population of wheat by association analysis
  publication-title: Acta Agron Sin
  doi: 10.3724/SP.J.1006.2012.00962
– volume: 7
  start-page: e1002221
  year: 2011
  ident: ref51
  article-title: Genetic architecture of aluminum tolerance in rice (Oryza sativa) determined through genome-wide association analysis and QTL mapping
  publication-title: PLoS Genet
  doi: 10.1371/journal.pgen.1002221
– volume: 106
  start-page: 283
  year: 1972
  ident: ref36
  article-title: Genetic distance between populations
  publication-title: Am Nat
  doi: 10.1086/282771
– volume: 32
  start-page: 327
  year: 2013
  ident: ref29
  article-title: Efficacy of pyramiding elite alleles for dynamic development of plant height in common wheat
  publication-title: Mol Breed
  doi: 10.1007/s11032-013-9873-5
– volume: 2
  start-page: 618
  year: 2002
  ident: ref37
  article-title: SPAGeDi: a versatile computer program to analyse spatial genetic structure at the individual or population levels
  publication-title: Mol Ecol Notes
  doi: 10.1046/j.1471-8286.2002.00305.x
– volume: 138
  start-page: 153
  year: 2002
  ident: ref13
  article-title: The ability of wheat cultivars to withstand drought in UK conditions: formation of grain yield
  publication-title: J Agric Sci
  doi: 10.1017/S0021859601001836
– volume: 95
  start-page: 265
  year: 1997
  ident: ref21
  article-title: Location of a gene regulating cold-induced carbohydrate production on chromosome 5A of wheat
  publication-title: Theor Appl Genet
  doi: 10.1007/s001220050558
– volume: 43
  start-page: 571
  year: 2000
  ident: ref26
  article-title: Effect of heat stress on photosynthetic characteristics of different green organs of winter wheat during grain-filling stage
  publication-title: Acta Bot Sin
– volume: 146
  start-page: 441
  year: 2008
  ident: ref16
  article-title: Molecular dissection of variation in carbohydrate metabolism related to water-soluble carbohydrate accumulation in stems of wheat
  publication-title: Plant Physiol
  doi: 10.1104/pp.107.113076
– volume: 59
  start-page: 891
  year: 2008
  ident: ref8
  article-title: Quantitative trait loci for water-soluble carbohydrates and associations with agronomic traits in wheat
  publication-title: Crop and Pasture Sci
  doi: 10.1071/AR08067
– volume: 40
  start-page: 1645
  year: 2000
  ident: ref49
  article-title: Remobilization of carbon reserves is improved by controlled soil-drying during grain filling of wheat
  publication-title: Crop Sci
  doi: 10.2135/cropsci2000.4061645x
– volume: 1510
  start-page: 307
  year: 2001
  ident: ref43
  article-title: Fructans insert between the headgroups of phospholipids
  publication-title: Biochim Biophys Acta Biomembr
  doi: 10.1016/S0005-2736(00)00363-1
– volume: 106
  start-page: 329
  year: 1994
  ident: ref5
  article-title: Response of fructan to water deficit in growing leaves of tall fescue
  publication-title: Plant Physiol
  doi: 10.1104/pp.106.1.329
– volume: 21
  start-page: 2128
  year: 2005
  ident: ref33
  article-title: PowerMarker: integrated analysis environment for genetic marker data
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/bti282
– volume: 46
  start-page: 2093
  year: 2006
  ident: ref7
  article-title: Genotypic variation for stem reserves and mobilization in wheat: II. Postanthesis changes in internode water-soluble carbohydrates
  publication-title: Crop Sci
  doi: 10.2135/cropsci2006.01.0013
– volume: 89
  start-page: 925
  year: 2002
  ident: ref47
  article-title: Plant breeding and drought in C3 cereals: what should we breed for
  publication-title: Ann Bot
  doi: 10.1093/aob/mcf049
– volume: 44
  start-page: 2478
  year: 2011
  ident: ref30
  article-title: Development of near-infrared reflectance spectroscopy models for quantitative determination of water-soluble carbohydrate content in wheat stem and glume
  publication-title: Anal Lett
  doi: 10.1080/00032719.2011.551859
– volume: 26
  start-page: 1621
  year: 2003
  ident: ref50
  article-title: Involvement of abscisic acid and cytokinins in the senescence and remobilization of carbon reserves in wheat subjected to water stress during grain filling
  publication-title: Plant Cell Environ
  doi: 10.1046/j.1365-3040.2003.01081.x
– volume: 31
  start-page: 11
  year: 2004
  ident: ref10
  article-title: Fructosyltransferase activity and fructan accumulation during development in wheat exposed to terminal drought
  publication-title: Funct Plant Biol
  doi: 10.1071/FP03123
– volume: 113
  start-page: 753
  year: 2006
  ident: ref52
  article-title: Molecular detection of QTLs for agronomic and quality traits in a doubled haploid population derived from two Canadian wheats (Triticum aestivum L.)
  publication-title: Theor Appl Genet
  doi: 10.1007/s00122-006-0346-7
– volume: 64
  start-page: 143
  year: 2013
  ident: ref12
  article-title: Developmental and growth controls of tillering and water-soluble carbohydrate accumulation in contrasting wheat (Triticum aestivum L.) genotypes: can we dissect them
  publication-title: J Exp Bot
  doi: 10.1093/jxb/ers317
– volume: 169
  start-page: 45
  year: 2006
  ident: ref17
  article-title: Dissecting the regulation of fructan metabolism in perennial ryegrass (Lolium perenne L.) with quantitative trait locus mapping
  publication-title: New Phytol
  doi: 10.1111/j.1469-8137.2005.01575.x
– volume: 52
  start-page: 275
  year: 2002
  ident: ref18
  article-title: Quantitative trait loci for nonstructural carbohydrate accumulation in leaf sheaths and culms of rice (Oryza sativa L.) and their effects on grain filling
  publication-title: Breed Sci
  doi: 10.1270/jsbbs.52.275
– volume: 42
  start-page: 355
  year: 2010
  ident: ref39
  article-title: Mixed linear model approach adapted for genome-wide association studies
  publication-title: Nat Genet
  doi: 10.1038/ng.546
– volume: 14
  start-page: 2611
  year: 2005
  ident: ref34
  article-title: Detecting the number of clusters of individuals using the software STRUCTURE: a simulation study
  publication-title: Mol Ecol
  doi: 10.1111/j.1365-294X.2005.02553.x
– volume: 23
  start-page: 1801
  year: 2007
  ident: ref35
  article-title: CLUMPP: a cluster matching and permutation program for dealing with label switching and multimodality in analysis of population structure
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btm233
– volume: 56
  start-page: 945
  year: 2005
  ident: ref19
  article-title: QTLs for enzyme activities and soluble carbohydrates involved in starch accumulation during grain filling in maize
  publication-title: J Exp Bot
  doi: 10.1093/jxb/eri087
– year: 2008
  ident: ref1
  article-title: Wheat genomics: present status and future prospects
  publication-title: Int J Plant Genomics
– volume: 32
  start-page: 70
  year: 2006
  ident: ref27
  article-title: Stomatal characteristics of different green organs in wheat under different irrigation regimes
  publication-title: Acta Agron Sin
– volume: 21
  start-page: 255
  year: 1994
  ident: ref2
  article-title: Carbohydrate storage and mobilisation by the culm of wheat between heading and grain maturity: the relation to sucrose synthase and sucrose-phosphate synthase
  publication-title: Funct Plant Biol
  doi: 10.1071/PP9940255
– volume: 10
  start-page: 279
  year: 2009
  ident: ref44
  article-title: Transcriptional profiling in response to terminal drought stress reveals differential responses along the wheat genome
  publication-title: BMC Genomics
  doi: 10.1186/1471-2164-10-279
SSID ssj0053866
Score 2.3787453
Snippet Drought, heat and other abiotic stresses during grain filling can result in reductions in grain weight. Conserved water-soluble carbohydrates (WSC) at early...
SourceID plos
doaj
pubmedcentral
proquest
gale
pubmed
crossref
SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
Enrichment Source
StartPage e102917
SubjectTerms Agricultural production
Alleles
Analysis
Assimilation
Barley
Biology and Life Sciences
Breeding
Carbohydrates
Carbohydrates - genetics
Carbon
Cell division
Correlation
Correlation analysis
Crop science
Drought
Droughts
Edible Grain - genetics
Environmental effects
Flowering
Flowers - genetics
Genomes
Genomics
Grain
Heat stress
Heat tolerance
Hot Temperature
Leaves
Metabolism
Organs
Oryza
Plant breeding
Plant growth
Plant Leaves - genetics
Population
Solubility
Stresses
Triticum - genetics
Triticum aestivum
Water
Water chemistry
Water conservation
Weight reduction
Wheat
Winter wheat
SummonAdditionalLinks – databaseName: DOAJ Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1Nb9QwELXQnrggylcDBQxCAg5pN3GcxMeCqAoSIAFFvUXJ2G4rrZLVJkvVP9DfzYztDQ2qVA7cVvZLtJkZT54d-w1jrwDjROtSxiAgjTOblPSRUMU5lEKABevXOz5_yQ-Psk_H8vhKqS_aE-blgb3h9mSmhSVJGFPIzBQGCQ2k8yad16XCWNKUffGdt5lM-RyMozjPw0E5USR7wS-7y641u6SiplyBsj8vIqfXP2bl2XLR9ddRzr93Tl55FR3cZXcCh-T7_r9vsVumvce2wijt-ZsgJf32Prv04sQ97yy39S90d7MwnMqnLBCIfJWfI9dcxRSA1AP1qulOLzTpR_S8HvgJVZDg9swpd_OuDQ3nbkGV0wG0Fdeu0s_A61ZzSu3cnz_BGxCSWh6wo4MPP94fxqHyQgy5SodYoV910yRaSajTtGhyK2tTlgmg4aS1am6k0aWAeWIbqaQBrQCTR96kxuIv8ZDNWrT1NuMGlEbSpnUuEqp0XZIgG0gFSqYG5hAxsXFDBUGWnKpjLCr3ra3A6Ym3akXOq4LzIhaPVy29LMcN-Hfk4RFLotquAUOtCqFW3RRqEXtO8VH5E6pjaqj2M6RJAq2TReylQ5CwRks7d07qdd9XH7_-_AfQ928T0OsAsh2aA-pwWgKfiQS7JsidCRLTA0y6tymaN1bpK-LMCnm1SvDKTYRf3_1i7Kab0m681nRrh8FZbo6jOWKP_IAYLYuUWuQ47Y1YMRkqE9NPe9qzU6drniVOmujx__DVE3YbqW1Gq_BJucNmw2ptniJ9HJpnLlP8Br90byc
  priority: 102
  providerName: Directory of Open Access Journals
– databaseName: Scholars Portal Journals: Open Access
  dbid: M48
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Lb9QwELbKcuGCKK-mFDAICThklZeT-IDQUlgWpIJEWdpblPjRVoqSJcki-gf43cw43oig5XFbxeNoM54Zf-PHN4Q8EWAnUqbMFaEI3Ej7KW4ScjcWaRgKLXS_3nH0IV4so_en7HSHbGq2WgW2W1M7rCe1bMrp96-XL8HhX5iqDYm_6TRd1ZWaIkcapCBXyFWYmxJ01aNo2FcA745je4HuTz1HE5Th8R-i9WRV1u02KPr7icpfpqj5DXLdYks6641hl-yo6ibZtd7b0meWYvr5LfKjJy1uaa3pPP8GZlCUis7KEiahlgKOpSeAQRsXF82w5TBvivr8UiKvREvzjr7FyhJ0fmEYvWld2QcnZqGV4sW0hr42FYA6mleSLiDk02NzLwVegJI4Cdwmy_mbz4cL11ZkcEXMg87lMN6yKHzJmciDIClizXKVpr4AxTGtuaeYkmkoPF8XjDMlJBcQVOIiUBp-hXfIpAJd7xGqBJcA5qSMQx8rYKdI1CYYF5wFSnjCIeFmGDJh6cqxakaZmT24BNKWXqsZDl5mB88h7tBr1dN1_EP-FY7wIItk2-ZB3Zxl1nczFslQIyuRSlikEgWYWgReEXh5yiGcSYc8RPvI-purQ8jIZhHApxC0EznksZFAwo0KT_Sc5eu2zd59_PIfQsefRkJPrZCuQR0it7co4JuQyGskeTCShLAhRs17aM0brbQZYmkOeJv70HNj4dubHw3N-FI8pVepem1kIPuNwcsdcrd3iEGzALXDGNJhhyQjVxmpftxSXZwbvvPIN5RF-3__W_fINQCzEa67--kBmXTNWt0HwNgVD0wM-Alo8WvA
  priority: 102
  providerName: Scholars Portal
Title Effects of Favorable Alleles for Water-Soluble Carbohydrates at Grain Filling on Grain Weight under Drought and Heat Stresses in Wheat
URI https://www.ncbi.nlm.nih.gov/pubmed/25036550
https://www.proquest.com/docview/1545995191
https://www.proquest.com/docview/1547536833
https://pubmed.ncbi.nlm.nih.gov/PMC4103880
https://doaj.org/article/54d3f3115e754e7e999c20b20a89794d
http://dx.doi.org/10.1371/journal.pone.0102917
Volume 9
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3fb9MwELage-EFMX4tsBWDkICHbE0cJ_YT6sq6grSBNsb6FiW2s02qktK0k_gH-Lu5c9yMoAl4sar4EqV3vvPni_0dIa8VjBOtBfcVU6EfFYHAj4TSj5VgTBWqaPIdR8fx5Cz6NOVTl3Cr3bbKdUy0gVpXCnPkezjVS4ADMng__-5j1Sj8uupKaNwlG0hdhlu6kmm74AJfjmN3XI4lwZ6zzu68Ks0ucqlJW6bsZjqyrP1tbO7NZ1V9G_D8c__kbxPS-AG575AkHTam3yR3TPmQbDpfrelbRyj97hH52VAU17Qq6Di7BqPnM0OHsxlMOTUF1ErPAXEufEyRYc8oW-TV5Q-NLBI1zZb0EOtI0PGV5e-mVekunNu0KsVjaAv6wdb7WdKs1HQCAZ6e2lMo8ACUxJD_mJyND76OJr6rv-CrWIZLX4J1dZ4HWnKVhWGSxwXPjBCBAsXxopADw40WTA2CIueSG6WlghAS56Ep4Bd7Qnol6HqLUKOkBuimdcwCrHctkJZNcakkD40aKI-wtRlS5cjJsUbGLLVf3BJYpDRaTdF4qTOeR_z2rnlDzvEP-X20cCuL1Nr2QrW4SJ2npjzSrEAOIpPwyCQGELQKB3k4yISE4KU98gLHR9qcU20DRDqMACwx0E7kkVdWAuk1Sty_c5Gt6jr9-PnbfwidnnSE3jihogJ1qMydmYD_hLRdHcntjiQECdXp3sLRvNZKnd64E9y5HuG3d79su_GhuCevNNXKysBaNwaf9sjTxiFazQKwZjEsfj2SdFylo_puT3l1adnNo8ASFD37-2s9J_cAukaYZQ_ENuktFyuzA_BwmfdtDIBWjAJsx4d9srF_cPzlpG8TLtAeReIX5A5rGA
linkProvider ProQuest
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwELbKcoALorwaKNQgEHBIm5eT-IDQ0rLs0gcSfe0tJLbTVloly2YX1D_Az-E3MuM4KUEVcOltFU-s7Mx4HrbnG0KeC9ATKWNmC194dpC7MR4ScjsUse-LXOT1fsfuXjg8DD6O2XiJ_GxqYfBaZWMTtaGWpcA98g109RzCAe6-nX61sWsUnq42LTRqtdhW598hZavejLZAvi88b_D-YHNom64Ctgi5N7c5fLPMMldyJlLPi7IwZ6mKY1dA5sLynDuKKRn7wnHzjHGmhOQCFkaYeSqHXz7Me41cB8fr4IqKxm2CB7YjDE15nh-5G0Yb1qdlodYRu43rtmgX7k93CWh9QW86KavLAt0_72v-5gAHt8ktE7nSfq1qy2RJFXfIsrENFX1lAKxf3yU_akjkipY5HaTfQMmyiaL9yQRcXEUhSqbHEOHObNySw5HNdJaVp-cSUSsqms7pB-xbQQdnGi-cloV5cKy3cSmWvc3olu4vNKdpIekQHArd11UvMAFSoou5Rw6vRDL3Sa8AXq8QqgSXECpKGfou9teOEQZOMC4485RwhEX8RgyJMGDo2JNjkugTvgiSopqrCQovMcKziN2-Na3BQP5B_w4l3NIilLd-UM5OEmMZEhZIP0fMIxWxQEUKInbhOZnnpDEHYyktsob6kdR1sa1BSvoBBGc-cCewyDNNgXAeBd4XOkkXVZWMPh39B9H-5w7RS0OUl8AOkZoaDfhPCBPWoVztUIJREp3hFdTmhitVcrF84c1Gwy8fftoO46R4B7BQ5ULTQG4dgg2xyIN6QbSchUDeDyHZtkjUWSod1ndHirNTjaYeuBoQ6eHfP2uN3Bge7O4kO6O97UfkJoTNAe7wu_Eq6c1nC_UYQtN59kTbA0q-XLUB-gWRC6T5
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1fb9MwELdGkRAviPFvgcEMAgEPWZs4TuIHhMpKWRkMxDbWt5DYzjapSkrTgvYF-FB8Ou4cNyNoAl72VsUXK7073x_b9ztCHkvQE6Vi7komfTfIvRgPCYUbypgxmcu83u94vxtuHwRvx3y8Qn4ua2HwWuXSJhpDrUqJe-RddPUCwgHhdXN7LeLjYPhy-tXFDlJ40rpsp1GryI4-_Q7pW_ViNABZP_H94ev9rW3XdhhwZSj8uSvg-1WWeUpwmfp-lIU5T3UcexKyGJ7noqe5VjGTPS_PuOBaKiFhkYSZr3P4xWDeS-RyxLiHaywaN8ke2JEwtKV6LPK6VjM2p2WhNxHHTZgWaWeu0HQMaPxCZzopq_OC3j_vbv7mDIfXyTUbxdJ-rXarZEUXN8iqtRMVfWbBrJ_fJD9qeOSKljkdpt9A4bKJpv3JBNxdRSFipocQ7c5c3J7Dka10lpXHpwoRLCqazukb7GFBhycGO5yWhX1waLZ0KZbAzejA9Bqa07RQdBucC90zFTAwAVKiu7lFDi5EMrdJpwBerxGqpVAQNioVMg97bccICSe5kIL7WvakQ9hSDIm0wOjYn2OSmNO-CBKkmqsJCi-xwnOI27w1rYFB_kH_CiXc0CKst3lQzo4SayUSHiiWI_6RjnigIw3Ru_R7md9LYwGGUzlkA_UjqWtkG-OU9AMI1BhwJ3DII0OB0B4FLpKjdFFVyejD5_8g2vvUInpqifIS2CFTW68B_wkhw1qU6y1KMFCyNbyG2rzkSpWcLWV4c6nh5w8_bIZxUrwPWOhyYWggzw7BnjjkTr0gGs5CUM9CSLwdErWWSov17ZHi5NggqweeAUe6-_fP2iBXwPQk70a7O_fIVYigA9zs9-J10pnPFvo-RKnz7IExB5R8uWj78wsxL6kv
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=Effects+of+Favorable+Alleles+for+Water-Soluble+Carbohydrates+at+Grain+Filling+on+Grain+Weight+under+Drought+and+Heat+Stresses+in+Wheat&rft.jtitle=PloS+one&rft.au=Zhang%2C+Bin&rft.au=Li%2C+Weiyu&rft.au=Chang%2C+Xiaoping&rft.au=Li%2C+Runzhi&rft.date=2014-07-18&rft.pub=Public+Library+of+Science&rft.eissn=1932-6203&rft.volume=9&rft.issue=7&rft.spage=e102917&rft_id=info:doi/10.1371%2Fjournal.pone.0102917&rft.externalDBID=HAS_PDF_LINK&rft.externalDocID=3377747901
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1932-6203&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1932-6203&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1932-6203&client=summon