Association mapping and genetic dissection of drought-induced canopy temperature differences in rice

被引:30
作者
Melandri, Giovanni [1 ,2 ]
Prashar, Ankush [3 ]
Mccouch, Susan R. [2 ]
van der Linden, Gerard [4 ]
Jones, Hamlyn G. [5 ,6 ]
Kadam, Niteen [7 ,8 ,10 ,11 ]
Jagadish, Krishna [8 ,9 ]
Bouwmeester, Harro [1 ,12 ]
Ruyter-Spira, Carolien [1 ]
机构
[1] Wageningen Univ & Res, Lab Plant Physiol, Wageningen, Netherlands
[2] Cornell Univ, Plant Breeding & Genet, Ithaca, NY USA
[3] Newcastle Univ, Sch Nat & Environm Sci, Newcastle Upon Tyne, Tyne & Wear, England
[4] Wageningen Univ & Res, Wageningen UR Plant Breeding, Wageningen, Netherlands
[5] Univ Dundee, Plant Sci Div, James Hutton Inst, Dundee, Scotland
[6] Univ Western Australia, Sch Plant Biol, Perth, WA, Australia
[7] Wageningen Univ & Res, Ctr Crop Syst Anal, Wageningen, Netherlands
[8] Int Rice Res Inst, Los Banos, Philippines
[9] Kansas State Univ, Dept Agron, Manhattan, KS 66506 USA
[10] Univ Illinois, Dept Plant Biol, Urbana, IL USA
[11] Univ Illinois, Inst Genom Biol, Urbana, IL 61801 USA
[12] Univ Amsterdam, Swammerdam Inst Life Sci, Plant Hormone Biol Grp, Sci Pk 904, NL-1098 XH Amsterdam, Netherlands
关键词
Canopy temperature; drought; genome-wide association studies (GWAS); haplotype analysis; Oryza sativa; thermal imaging; GENOME-WIDE ASSOCIATION; LEAF GAS-EXCHANGE; STOMATAL CONDUCTANCE; ORYZA-SATIVA; GRAIN-YIELD; GUARD-CELL; WATER-STRESS; GENOTYPES; RESPONSES; MODEL;
D O I
10.1093/jxb/erz527
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Drought-stressed plants display reduced stomatal conductance, which results in increased leaf temperature by limiting transpiration. In this study, thermal imaging was used to quantify the differences in canopy temperature under drought in a rice diversity panel consisting of 293 indica accessions. The population was grown under paddy field conditions and drought stress was imposed for 2 weeks at flowering. The canopy temperature of the accessions during stress negatively correlated with grain yield (r=-0.48) and positively with plant height (r=0.56). Temperature values were used to perform a genome-wide association (GWA) analysis using a 45K single nucleotide polynmorphism (SNP) map. A quantitative trait locus (QTL) for canopy temperature under drought was detected on chromosome 3 and fine-mapped using a high-density imputed SNP map. The candidate genes underlying the QTL point towards differences in the regulation of guard cell solute intake for stomatal opening as the possible source of temperature variation. Genetic variation for the significant markers of the QTL was present only within the tall, low-yielding landraces adapted to drought-prone environments. The absence of variation in the shorter genotypes, which showed lower leaf temperature and higher grain yield, suggests that breeding for high grain yield in rice under paddy conditions has reduced genetic variation for stomatal response under drought.
引用
收藏
页码:1614 / 1627
页数:14
相关论文
共 62 条
  • [1] Salinity tolerance loci revealed in rice using high-throughput non-invasive phenotyping
    Al-Tamimi, Nadia
    Brien, Chris
    Oakey, Helena
    Berger, Bettina
    Saade, Stephanie
    Ho, Yung Shwen
    Schmockel, Sandra M.
    Tester, Mark
    Negrao, Sonia
    [J]. NATURE COMMUNICATIONS, 2016, 7
  • [2] Submergence Tolerant Rice: SUB1's Journey from Landrace to Modern Cultivar
    Bailey-Serres, Julia
    Fukao, Takeshi
    Ronald, Pamela
    Ismail, Abdelbagi
    Heuer, Sigrid
    Mackill, David
    [J]. RICE, 2010, 3 (2-3) : 138 - 147
  • [3] Inventory and functional characterization of the HAK potassium transporters of rice
    Bañuelos, MA
    Garciadeblas, B
    Cubero, B
    Rodríguez-Navarro, A
    [J]. PLANT PHYSIOLOGY, 2002, 130 (02) : 784 - 795
  • [4] Rapid and accurate haplotype phasing and missing-data inference for whole-genome association studies by use of localized haplotype clustering
    Browning, Sharon R.
    Browning, Brian L.
    [J]. AMERICAN JOURNAL OF HUMAN GENETICS, 2007, 81 (05) : 1084 - 1097
  • [5] Leaf gas exchange, carbon isotope discrimination, and grain yield in contrasting rice genotypes subjected to water deficits during the reproductive stage
    Centritto, Mauro
    Lauteri, Marco
    Monteverdi, Maria Cristina
    Serraj, Rachid
    [J]. JOURNAL OF EXPERIMENTAL BOTANY, 2009, 60 (08) : 2325 - 2339
  • [6] A program for annotating and predicting the effects of single nucleotide polymorphisms, SnpEff: SNPs in the genome of Drosophila melanogaster strain w1118; iso-2; iso-3
    Cingolani, Pablo
    Platts, Adrian
    Wang, Le Lily
    Coon, Melissa
    Tung Nguyen
    Wang, Luan
    Land, Susan J.
    Lu, Xiangyi
    Ruden, Douglas M.
    [J]. FLY, 2012, 6 (02) : 80 - 92
  • [7] Next-generation phenotyping: requirements and strategies for enhancing our understanding of genotype-phenotype relationships and its relevance to crop improvement
    Cobb, Joshua N.
    DeClerck, Genevieve
    Greenberg, Anthony
    Clark, Randy
    McCouch, Susan
    [J]. THEORETICAL AND APPLIED GENETICS, 2013, 126 (04) : 867 - 887
  • [8] A genome-wide association study of a global rice panel reveals resistance in Oryza sativa to root-knot nematodes
    Dimkpa, Stanley O. N.
    Lahari, Zobaida
    Shrestha, Roshi
    Douglas, Alex
    Gheysen, Godelieve
    Price, Adam H.
    [J]. JOURNAL OF EXPERIMENTAL BOTANY, 2016, 67 (04) : 1191 - 1200
  • [9] Smaller, faster stomata: scaling of stomatal size, rate of response, and stomatal conductance
    Drake, Paul L.
    Froend, Ray H.
    Franks, Peter J.
    [J]. JOURNAL OF EXPERIMENTAL BOTANY, 2013, 64 (02) : 495 - 505
  • [10] Phenomics - technologies to relieve the phenotyping bottleneck
    Furbank, Robert T.
    Tester, Mark
    [J]. TRENDS IN PLANT SCIENCE, 2011, 16 (12) : 635 - 644