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Comprehensive Evaluation of Agronomic Traits in Wheat RIL Population Based on Principal Component and Cluster Analyses
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Songyan WEI, Hao JIANG, Yikai TIAN, Dandan SU, Xiangdong CHEN, Xiaojun WU, Zhengang RU
Journal of Triticeae Crops | 2026, 46(6) : 768 - 775
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Journal of Triticeae Crops | 2026, 46(6): 768-775
Genetics & Breeding
Comprehensive Evaluation of Agronomic Traits in Wheat RIL Population Based on Principal Component and Cluster Analyses
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Songyan WEI, Hao JIANG, Yikai TIAN, Dandan SU, Xiangdong CHEN, Xiaojun WU, Zhengang RU
Affiliations
  • Center of Wheat Research of Henan Institute of Science and Technology/State Key Laboratory of Wheat-Maize Double Cropping and High-Efficiency Production/Henan Key Laboratory of Hybrid Wheat, Xinxiang, Henan 453003, China
Published: 2026-06-15 doi: 10.7606/j.issn.1009-1041.2026.06.07
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To elucidate the genetic variation patterns of agronomic traits in a recombinant inbred line (RIL) population and develop new restorer germplasm for BNS (Bainong sterility) hybrid wheat, this study utilized 120 F4 RIL families derived from a common wheat cross (Bainong Aikang 58×CL0442). Twelve key agronomic traits, including plant height, panicle exertion length, length of the top internode, tiller angle, spike length, spike number, productive tiller number, grain number per main spike, spikelet number, grain weight per spike, grain yield per plant, and thousand-grain weight, were systematically investigated and subjected to analyses of variability, correlation, principal components, and systematic clustering. The results revealed rich genetic diversity within the population for most traits, with evident transgressive segregation. Correlation analysis indicated a highly significant positive correlation between plant height and grain yield per plant, a significant negative correlation between the length of the top internode and grain weight per main spike, and a significant positive correlation between panicle exertion length and grain weight per spike. Principal component analysis extracted the first six principal components, which collectively accounted for 83.37% of the total variance, representing key genetic dimensions such as biomass and plant yield, spike fertility, plant height structure, and plant architecture. Cluster analysis categorized the 120 families into two major classes and four subgroups, revealing significant genetic differentiation within the population. Furthermore, a comprehensive evaluation identified eight superior lines, including R8 and R12, which exhibited outstanding overall performance, providing valuable intermediate materials for breeding strong restorer lines for BNS hybrid wheat.

Wheat  /  Recombinant inbred lines  /  Agronomic traits  /  Cluster analysis  /  Principal component analysis
Songyan WEI, Hao JIANG, Yikai TIAN, Dandan SU, Xiangdong CHEN, Xiaojun WU, Zhengang RU. Comprehensive Evaluation of Agronomic Traits in Wheat RIL Population Based on Principal Component and Cluster Analyses[J]. Journal of Triticeae Crops, 2026 , 46 (6) : 768 -775 . DOI: 10.7606/j.issn.1009-1041.2026.06.07
Year 2026 volume 46 Issue 6
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Article Info
doi: 10.7606/j.issn.1009-1041.2026.06.07
  • Receive Date:2025-10-03
  • Online Date:2026-09-11
  • Published:2026-06-15
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  • Received:2025-10-03
  • Revised:2025-11-11
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    Center of Wheat Research of Henan Institute of Science and Technology/State Key Laboratory of Wheat-Maize Double Cropping and High-Efficiency Production/Henan Key Laboratory of Hybrid Wheat, Xinxiang, Henan 453003, China
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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