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국내 밀 품종의 유묘기 뿌리 특성과 초엽 길이 및 종자 특성 간 상관 분석

Correlation of Root System Architecture at Early Seedling Stage and Coleoptile Length and Grain Properties of Korean Wheat Cultivars

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To stably produce domestic wheat under water-scarce environmental conditions due to climate change, root characteristics with excellent water utilization rates are crucial. In this study, we analyzed the root and grain phenotypes of 37 domestic wheat varieties over a two-year period by combining the results of genetic mutations related to semi-dwarfing and grain size. Root length was positively correlated with maximum root depth (r=0.76**) and total seminal root length (r=0.54**), whereas it was negatively correlated with the number of roots (r=-0.33**) and root angles (r=-0.51**). The thousand-kernel weight was positively correlated with embryo width (r=0.34**) and embryo area (r=0.33**) but was not correlated with other root traits. Embryo length was positively correlated with the number of roots (r=0.34**) and coleoptile length (r=0.42**). Phenotypic analyses of roots and grains, along with genotypic analyses of semi-dwarfing (Rht-B1 and Rht-D1) and grain size (TaCWI-4A, TaCWI-5D, TaGW2-6A, TaSus2-2B) genes, revealed that the Rht-D1b genotype led to reduced root depth, increased root angles, and reduced coleoptile length. TaCwi-A1, TaCWI-5D, TaSus2-2B, and TaGW2-6A, possessing the alleles TaCwi-A1a, Hap-5D-C, Hap-L, and Hap-6A-G associated with a larger grain size, resulted in an increased number of roots and root depth. Domestic wheat varieties were categorized into three clusters based on root, grain, and coleoptile trait characteristics, with 15 varieties in Cluster I, 9 in Cluster II, and 13 in Cluster III. The results of this study can be utilized in basic research to develop varieties that can produce stable domestic wheat by selecting resources with excellent root growth and seed characteristics.

Abstract

To stably produce domestic wheat under water-scarce environmental conditions due to climate change, root characteristics with excellent water utilization rates are crucial. In this study, we analyzed the root and grain phenotypes of 37 domestic wheat varieties over a two-year period by combining the results of genetic mutations related to semi-dwarfing and grain size. Root length was positively correlated with maximum root depth (r=0.76**) and total seminal root length (r=0.54**), whereas it was negatively correlated with the number of roots (r=-0.33**) and root angles (r=-0.51**). The thousand-kernel weight was positively correlated with embryo width (r=0.34**) and embryo area (r=0.33**) but was not correlated with other root traits. Embryo length was positively correlated with the number of roots (r=0.34**) and coleoptile length (r=0.42**). Phenotypic analyses of roots and grains, along with genotypic analyses of semi-dwarfing (Rht-B1 and Rht-D1) and grain size (TaCWI-4A, TaCWI-5D, TaGW2-6A, TaSus2-2B) genes, revealed that the Rht-D1b genotype led to reduced root depth, increased root angles, and reduced coleoptile length. TaCwi-A1, TaCWI-5D, TaSus2-2B, and TaGW2-6A, possessing the alleles TaCwi-A1a, Hap-5D-C, Hap-L, and Hap-6A-G associated with a larger grain size, resulted in an increased number of roots and root depth. Domestic wheat varieties were categorized into three clusters based on root, grain, and coleoptile trait characteristics, with 15 varieties in Cluster I, 9 in Cluster II, and 13 in Cluster III. The results of this study can be utilized in basic research to develop varieties that can produce stable domestic wheat by selecting resources with excellent root growth and seed characteristics.

참고문헌 (51)

  1. Abràmoff MD, "Image processing with Image J", Biophotonics Int, 11, pp.36~42 (2004)
  2. Adeleke E, "Variation analysis of root system development in wheat seedlings using root phenotyping system", Agronomy, 10, pp.206~ (2020)
  3. Atkinson JA, "Phenotyping pipeline reveals major seedling root growth QTL in hexaploid wheat", J Exp Bot, 66, pp.2283~2292 (2015)
  4. Bai C, "The relationships between seedling root screens, root growth in the field and grain yield for wheat", Plant Soil, 440, pp.311~326 (2019)
  5. Bai C, "Identification of QTLs associated with seedling root traits and their correlation with plant height in wheat", J Exp Bot, 64, pp.1745~1753 (2013)
  6. Christopher J, "QTL for root angle and number in a population developed from bread wheats(Triticum aestivum)with contrasting adaptation to water-limited environments", Theor Appl Genet, 126, pp.1563~1574 (2013)
  7. Ellis MH, ""Perfect"markers for the Rht-B1b and Rht-D1b dwarfing genes in wheat", Theor Appl Genet, 105, pp.1038~1042 (2002)
  8. El-Rawy MA, "A diallel analysis of drought tolerance indices at seedling stage in bread wheat(Triticum aestivum L. )", Plant Breed Biotech, 2, pp.276~288 (2014)
  9. Gioia T, "GrowScreen-PaGe, a non-invasive, high-throughput phenotyping system based on germination paper to quantify crop phenotypic diversity and plasticity of root traits under varying nutrient supply", Funct Plant Biol, 44, pp.76~93 (2016)
  10. Golan G, "Activation of seminal root primordia during wheat domestication reveals underlying mechanisms of plant resilience", Plant Cell Env, 41, pp.755~766 (2018)
  11. Guo H, "Functional phenomics and genetics of the root economics space in winter wheat using high-throughput phenotyping of respiration and architecture", New Phytol, 232, pp.98~112 (2021)
  12. Hamada A, "Novel QTLs for growth angle of seminal roots in wheat(Triticum aestivum L. )", Plant Sci, 354, pp.395~405 (2012)
  13. Hannan MA, "Genetic diversity analysis and molecular screening for salinity tolerance in wheat germplasm", Plant Breed Biotech, 9, pp.185~198 (2021)
  14. Hendriks PW, "A tillering inhibition gene influences root-shoot carbon partitioning and pattern of water use to improve wheat productivity in rainfed environments", J Exp Bot, 67, pp.327~340 (2015)
  15. Hohn CE, "Genetic mapping of quantitative trait loci(QTLs)associated with seminal root angle and number in three populations of bread wheat(Triticum aestivum L. )with common parents", Plant Mol Biol Rep, 38, pp.572~585 (2020)
  16. Iehisa JCM, "Identification of quantitative trait loci for abscisic acid responsiveness in the D-genome of hexaploid wheat", J Plant Physiol, 171, pp.830~841 (2014)
  17. Jiang Q, "The wheat(T. aestivum)sucrose synthase 2 gene(TaSus2)active in endosperm development is associated with yield traits", Funct Integr Genomics, 11, pp.49~61 (2010)
  18. Jiang Y, "A yield-associated gene TaCWI, in wheat : its function, selection and evolution in global breeding revealed by haplotype analysis", Theor Appl Genet, 128, pp.131~143 (2015)
  19. Kang C-S, "Effect of characteristics of grain and flour on color of noodle dough sheet and simple test for Fe content in Korean wheat cultivar", Korean J Crop Sci, 59, pp.27~37 (2014)
  20. Kim KH, "Relationship between pre-harvest sprouting and functional markers associated with grain weight, TaSus2-2B, TaGW2-6A, and TaCWI-A1 in Korean wheat cultivars", SABRAO J Breed Genet, 46, pp.319~328 (2014)
  21. Kim KM, "Allelic variation at loci associated with grain properties in Korean wheat cultivars", Korean J Breed Sci, 52, pp.362~373 (2020)
  22. Kobayashi F, "Identification of quantitative trait loci for ABA responsiveness at the seedling stage associated with ABA-regulated gene expression in common wheat", Theor Appl Genet, 121, pp.629~641 (2010)
  23. Kulkarni M, "Drought response in wheat : key genes and regulatory mechanisms controlling root system architecture and transpiration efficiency", Front Chem, 5, pp.106~ (2017)
  24. Lynch JP, "TURNER REVIEW No. 14 roots of the second green revolution", Aust J Bot, 55, pp.493~512 (2007)
  25. Ma D, "Characterization of a cell wall invertase gene TaCwi-A1 on common wheat chromosome 2A and development of functional markers", Mol Breed, 29, pp.43~52 (2012)
  26. Manschadi AM, "The role of root architectural traits in adaptation of wheat to water-limited environments", Funct Plant Biol, 33, pp.823~837 (2006)
  27. Mori M, "Terminal regions of chromosome arms 6AL and 6BL carry QTL affecting seminal root angle in wheat (Triticum aestivum L.)", Plant Root, 14, pp.23~31 (2020)
  28. Nagel KA, "GROWSCREEN-Rhizo is a novel phenotyping robot enabling simultaneous measurements of root and shoot growth for plants grown in soil-filled rhizotrons", Funct Plant Biol, 39, pp.891~904 (2012)
  29. Nagel KA, "The platform GrowScreenAgar enables identification of phenotypic diversity in root and shoot growth traits of agar grown plants", Plant Methods, 16, pp.1~17 (2020)
  30. Ober ES, "Wheat root systems as a breeding target for climate resilience", Theor Appl Genet, 134, pp.1645~1662 (2021)
  31. Palta JA, "Large root systems: are they useful in adapting wheat to dry environments?", Fun Pl Biol, 38, pp.347~354 (2011)
  32. Perkins AC, "Increased seminal root number associated with domestication improves nitrogen and phosphorus acquisition in maize seedlings", Annals Botany, 128, pp.453~468 (2021)
  33. Pflugfelder D, "The root system architecture of wheat establishing in soil is associated with varying elongation rates of seminal roots : quantification using 4D magnetic resonance imaging", J Exp Botany, 73, pp.2050~2060 (2022)
  34. Agricultural science and technology of analysis based on research (Ⅰ), "RDA(Rural Development Administraion)", 315~374 (2012)
  35. Rebetzke GJ, "Genomic regions for canopy temperature and their genetic association with stomatal conductance and grain yield in bread wheat(Triticum aestivum L. )", Fun Pl Biol, 40, pp.14~26 (2013)
  36. Rebetzke GJ, "Genotypic variation and covariation in wheat seedling seminal root architecture and grain yield under field conditions", Theor Appl Genet, 135, pp.3247~3264 (2022)
  37. Ren Y, "Major quantitative trait loci for seminal root morphology of wheat seedlings", Mol Breed, 30, pp.139~148 (2012)
  38. Rich SM, "Root phenotypes of young wheat plants grown in controlled environments show inconsistent correlation with mature root traits in the field", J Exp Bot, 71, pp.4751~4762 (2020)
  39. Rich SM, "Soil conditions and cereal root system architecture : Review and considerations for linking Darwin and Weaver", J Exp Botany, 64, pp.1193~1208 (2013)
  40. Richard C, "Selection in early generations to shift allele frequency for seminal root angle in wheat", Plant Genome, 11, pp.170071~ (2018)
  41. Richard CA, "High-throughput phenotyping of seminal root traits in wheat", Plant Methods, 11, pp.1~11 (2015)
  42. Shin S, "Effects of agronomic characteristics and grain morphology on pre-harvest sprouting in Korean wheat cultivar", Korean J Breed Sci, 45, pp.346~357 (2013)
  43. Smith S, "Root system architecture : insights from Arabidopsis and cereal crops", Phil Trans R Soc B, 367, pp.1441~1452 (2012)
  44. Su Z, "Identification and development of a functional marker of TaGW2associated with grain weight in bread wheat(Triticum aestivum L. )", Theor Appl Genet, 122, pp.211~223 (2011)
  45. Tracy SR, "Crop improvement from phenotyping roots : highlights reveal expanding opportunities", Trends Plant Sci, 25, pp.105~118 (2020)
  46. Uga Y, "Control of root system architecture by DEEP ROOTING 1 increases rice yield under drought conditions", Nat Genet, 45, pp.1097~1102 (2013)
  47. Watt M, "Phenotyping : New windows into the plant for breeders", Annu Rev Plant Biol, 71, pp.689~712 (2020)
  48. Wojciechowski T, "The effects of dwarfing genes on seedling root growth of wheat", J Exp Bot, 60, pp.2565~2573 (2009)
  49. Xu D, "Impact of"Green Revolution"gene Rht-B1b on coleoptile length of wheat", Front Plant Sci, 14, pp.1147019~ (2023)
  50. Zampieri M, "Wheat yield loss attributable to heat waves, drought and water excess at the global, national and subnational scales", Environ Res Lett, 12, pp.064008~ (2017)
  51. Zhang H, "Conditional and unconditional QTL mapping of drought-tolerance-related traits of wheat seedling using two related RIL populations", J Genet, 92, pp.213~231 (2013)

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