Scientia Agricultura Sinica ›› 2024, Vol. 57 ›› Issue (15): 2931-2945.doi: 10.3864/j.issn.0578-1752.2024.15.003

• CROP GENETICS & BREEDING·GERMPLASM RESOURCES·MOLECULAR GENETICS • Previous Articles     Next Articles

Combining Ability Analysis on Quality Traits and Breeding Potential Evaluation of 23 Waxy Maize Lines from Laos

ZHU ChunTao1(), REN DanDan1, LIU ZhengCen1, LIU ChangChuang1, LIU RuiQi1, ZHENG HongJian2, HU ErLiang1,3, LIN HaiJian1,3, LI JingWei1,3, LU YanLi1, WANG QingJun1,3()   

  1. 1 Maize Research Institute, Sichuan Agricultural University, Chengdu 611130
    2 Crop Breeding & Cultivation Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai 201403
    3 Rural Revitalization Research Institute of Sichuan Tianfu New Area, Chengdu 610096
  • Received:2024-01-04 Accepted:2024-02-29 Online:2024-08-05 Published:2024-08-05
  • Contact: WANG QingJun

Abstract:

Objective】High-quality is the primary target for waxy maize breeding. The aim of this study is to screen lines with high general combining ability and excellent hybrids with high-quality traits, which will clarify the breeding potential of these lines from Laos and lay a foundation in breeding high-quality waxy maize varieties.【Method】Using the Maize6H-60K chip, high quality genotype data of 33 waxy maize materials were obtained for cluster analysis. Combined with the iodine staining experiment and molecular detection of waxy genes, these types of waxy genes from early-generation maize lines from Laos were identified. Through the incomplete diallel cross experiment, phenotype identification and combining ability analysis of quality and other traits of 439 combinations were carried out to clarify the breeding potential of waxy maize lines with early generation from Laos. An experiment of quality traits evaluation with multi-person was conducted on these selected combinations with advantages to identify the most promising high-quality waxy maize hybrids. 【Result】Clustering analysis was conducted based on 56 626 high quality SNP, and the results showed that these lines from Laos and domestic materials belong to different branches and can be clearly distinguished. All 23 lines with early generation from Laos were waxy maize, among which 16 lines belonged to the wx-D10 type, three lines belonged to the wx-D7 type, and the other four lines were unknown types. The heritability of quality traits of waxy maize materials from Laos is low, ranging from 0.14 to 0.35, which is suitable for selection in higher generations. The average stewing quality of 439 combinations was significantly higher than that of the control Jingkenuo2000 and Shinuo2, but there was no significant difference from Yunuo7. The general combining ability effects of all quality traits of waxy maize lines F02, F22, F25, and F28 were positive, which could be used to improve quality traits of domestic waxy maize in China. Furthermore, these combinations M02×F02 and M22×F22 were evaluated as excellent in multi-person quality traits evaluation experiments by approximately 86% of all tasters.【Conclusion】These local varieties of waxy maize from Laos have rich genetic variation, with a certain genetic distance from domestic waxy maize inbred lines. There may also exist new alleles of waxy gene in these lines from Laos. In addition, these waxy maize lines from Laos have obvious advantages in quality traits, including waxy quality, pericarp thickness and other traits, which can be used as valuable germplasm for improving the quality traits of domestic waxy maize in China.

Key words: waxy corn, quality, germplasm resources, combining ability, waxy gene

Table 1

Investigated traits of waxy maize hybrids and their standards"

性状Trait 测定方法Investigated method
抽雄期Tasseling (d) 从播种到小区50%材料可见雄穗长度超过3 cm的总天数
Total days from seeding day to the day of tassel length with 3 cm or more for half of these plants
散粉期Anthesis (d) 从播种到小区50%材料开始散粉的总天数Total days from seeding day to the day of anthesis for half of these plants
吐丝期Silking (d) 从播种到小区50%材料开始吐丝超过3 cm的总天数
Total days from seeding day to the day of silk length with 3 cm or more for half of these plants
株高Plant height (cm) 从植株基部到植株顶部的距离Distance from base to the top of the plant
穗位高Ear height (cm) 从植株基部到植株最上部果穗柄的距离Distance from base to the first upper ear of the plant
单鲜穗重Fresh ear weight (g) 测量小区鲜果穗总重量,然后计算平均单鲜穗重The average ear weight of one plot
外观品质Appearance quality (score) 参照专用籽粒玉米和鲜食玉米行业标准(NY/T 523-2020)
Refer to the industrial standard of specialized grain corn and fresh corn (NY/T 523-2020)
气味Smell quality (score) 参照专用籽粒玉米和鲜食玉米行业标准(NY/T 523-2020)
Refer to the industrial standard of specialized grain corn and fresh corn (NY/T 523-2020)
色泽Color quality (score) 参照专用籽粒玉米和鲜食玉米行业标准(NY/T 523-2020)
Refer to the industrial standard of specialized grain corn and fresh corn (NY/T 523-2020)
糯性Waxy quality (score) 参照专用籽粒玉米和鲜食玉米行业标准(NY/T 523-2020)
Refer to the industrial standard of specialized grain corn and fresh corn (NY/T 523-2020)
滋味Flavor quality (score) 参照专用籽粒玉米和鲜食玉米行业标准(NY/T 523-2020)
Refer to the industrial standard of specialized grain corn and fresh corn (NY/T 523-2020)
柔嫩性Tenderness quality (score) 参照专用籽粒玉米和鲜食玉米行业标准(NY/T 523-2020)
Refer to the industrial standard of specialized grain corn and fresh corn (NY/T 523-2020)
皮的厚薄Pericarp thickness (score) 参照专用籽粒玉米和鲜食玉米行业标准(NY/T 523-2020)
Refer to the industrial standard of specialized grain corn and fresh corn (NY/T 523-2020)
蒸煮品质Stewing quality (score) 为气味、色泽、糯性、滋味、柔嫩性和皮的厚薄分数之和
Total score of quality traits (color, smell, waxy, flavor, tenderness, and pericarp thickness)

Table 2

Iodine staining experiment and molecular detection of waxy gene for these maize lines from Laos"

材料编号
Material number
自交系
Line
碘染颜色
Color of iodine staining
凝胶电泳检测
Gel electrophoresis
扩增测序比对
Sequence alignment
备注
Notes
wx-D7 wx-D10 wx-D7 wx-D10
CK1 B73 蓝色Blue 已知非糯质玉米
Known non-waxy corn
CK2 Mo17 蓝色Blue 已知非糯质玉米
Known non-waxy corn
F01 20Y025-1 紫红Purplish red 是Yes 是Yes
F02 20Y003-7 紫红Purplish red 是Yes 是Yes
F03 20Y003-2 紫红Purplish red 是Yes 是Yes
F04 20Y002-2 紫红Purplish red 是Yes 是Yes
F05 20Y019-1 紫红Purplish red 是Yes 是Yes
F06 20Y023-1 紫红Purplish red 其他糯质突变类型
Other types of waxy mutant
F07 20Y005-10 紫红Purplish red 其他糯质突变类型
Other types of waxy mutant
F08 20Y004-32 紫红Purplish red 是Yes 是Yes
F09 20Y006-2 紫红Purplish red 是Yes 是Yes
F10 20Y007-2 紫红Purplish red 是Yes 是Yes
F12 20Y003-39 紫红Purplish red 是Yes 是Yes
F13 20Y014-1 紫红Purplish red 是Yes 是Yes
F17 20Y004-26 紫红Purplish red 是Yes 是Yes
F18 20Y003-13 紫红Purplish red 是Yes 是Yes
F22 20Y003-30 紫红Purplish red 是Yes 是Yes
F23 20Y015-1 紫红Purplish red 是Yes 是Yes
F25 20Y003-16 紫红Purplish red 是Yes
F26 20Y003-9 紫红Purplish red 是Yes 是Yes
F27 20Y003-22 紫红Purplish red 是Yes 是Yes
F28 20Y021-2 紫红Purplish red 是Yes 是Yes
F29 20Y022-2 紫红Purplish red 是Yes 是Yes
F30 20Y024-1 紫红Purplish red 其他糯质突变类型
Other types of waxy mutant
F31 20Y016-1 紫红Purplish red 其他糯质突变类型
Other types of waxy mutant

Fig. 1

Evolutionary tree map of tested materials"

Table 3

Descriptive statistical analysis on phenotypic traits of waxy maize combinations"

性状
<BOLD>T</BOLD>rait
对照Control 不完全双列杂交组合Hybrids in incomplete diallel crossing
京科糯2000
Jingkenuo2000
石糯2号
Shinuo2
渝糯7号
Yunuo7
均值±标准差
Mean ± SD
变异系数
CV (%)
变幅
Range
遗传力
Heritability
抽雄期Tasseling (d) 63.47*** 54.01*** 60.30*** 62.20±2.29 3.69 55.37-67.77 0.92
吐丝期Silking (d) 64.47ns 59.06*** 63.16*** 64.44±2.54 3.95 57.31-70.53 0.94
散粉期Anthesis (d) 64.59* 57.87*** 63.04*** 64.31±2.49 3.87 57.07-70.30 0.93
株高Plant height (cm) 253.70*** 259.14** 254.52*** 261.19±7.72 2.96 230.22-278.02 0.60
穗位高Ear height (cm) 112.77*** 105.49*** 121.92*** 124.16±7.31 5.89 99.97-141.18 0.68
单鲜穗重Fresh ear weight (g) 262.15*** 219.70*** 231.09*** 244.06±32.77 13.43 152.34-336.92 0.91
外观品质Appearance quality (score) 24.45*** 24.18*** 24.69ns 24.70±0.14 0.55 24.13-25.07 0.26
蒸煮品质Stewing quality (score) 55.33*** 55.17*** 55.48ns 55.48±0.28 0.51 54.69-56.23 0.23
气味Smell quality (score) 5.86ns 5.70*** 5.88*** 5.86±0.03 0.47 5.78-5.93 0.14
色泽Color quality (score) 5.89*** 5.76*** 5.84** 5.86±0.14 2.40 5.37-6.39 NA
糯性Waxy quality (score) 14.41*** 14.38*** 14.62*** 14.50±0.11 0.75 14.20-14.80 0.22
滋味Flavor quality (score) 7.72ns 7.67*** 7.69*** 7.72±0.05 0.61 7.58-7.90 0.20
柔嫩性Tenderness quality (score) 7.78*** 7.73ns 7.67*** 7.73±0.10 1.24 7.40-7.94 0.35
皮的厚薄Pericarp thickness (score) 13.46*** 13.73ns 13.56*** 13.74±0.14 1.00 13.36-14.12 0.29

Table 4

General combining ability effects of yield and agronomic traits for waxy maize lines from Laos"

性状
Trait
父本一般配合力General combing ability of male
F01 F02 F03 F04 F05 F06 F07 F08 F09 F10 F12 F13 F17 F18 F22 F23 F25 F26 F27 F28 F29 F30 F31
抽雄期
Tasseling (d)
-3.55 1.82 1.73 0.23 -0.21 -1.95 0.85 2.34 1.04 -1.53 1.76 -1.24 -0.47 -0.22 0.67 -0.94 0.66 2.55 1.97 -1.98 -1.51 1.23 -4.81
开花期
Anthesis (d)
-3.90 1.86 2.25 0.59 0.01 -1.68 1.32 2.49 0.64 -2.08 2.22 -1.67 -0.58 -0.16 0.58 -1.30 1.03 2.62 1.78 -2.17 -1.61 1.78 -5.77
吐丝期
Silking
(d)
-3.91 1.71 2.38 0.27 0.12 -1.88 1.51 2.75 1.02 -2.28 2.25 -1.07 -0.76 0.04 0.30 -1.37 1.14 2.75 1.82 -2.33 -2.02 1.63 -5.79
株高
Plant height (cm)
-7.53 2.57 7.28 -0.97 1.39 -1.57 1.35 7.41 0.65 -3.47 4.87 -12.49 -5.41 -2.15 3.57 -0.17 4.53 5.13 4.75 -7.56 -2.44 6.24 -11.15
穗位高
Ear height (d)
-8.52 1.75 8.34 2.44 -0.86 -1.36 3.67 6.10 -2.30 -1.72 7.32 -14.29 -3.51 -3.53 4.42 -5.84 4.94 4.50 7.01 -3.26 -1.31 3.05 -11.00
外观品质
Appearance quality (score)
0.00 0.06 -0.04 0.12 0.01 0.01 0.03 -0.02 0.02 0.11 0.00 -0.17 0.00 -0.05 0.04 -0.21 0.07 -0.02 -0.01 0.03 0.04 0.00 0.01
色泽
Color quality (score)
-0.01 0.01 0.00 0.01 0.01 0.00 0.00 -0.01 0.01 0.01 0.00 -0.01 0.02 0.00 0.01 0.00 0.00 -0.01 0.00 0.01 0.00 -0.02 -0.02
单鲜穗重
Fresh ear weight (g)
-34.92 24.40 29.63 -6.21 1.49 -15.72 -4.41 15.88 -7.16 -35.67 10.95 -22.81 11.65 11.58 2.74 12.75 10.96 33.42 33.68 -34.09 -25.69 19.08 -54.79

Fig. 2

Combining ability analysis of stewing quality in NCⅡ experiment GCA_Female: General combining ability of female; GCA_Male: General combining ability of male; SCA: Special combining ability; NA: Missing value. The same as below"

Fig. 3

Combining ability analysis of waxy quality in NCⅡ experiment"

Fig. 4

Combining ability analysis of pericarp thickness in NCⅡ experiment"

Table 5

Evaluation on quality traits of selected potential combinations by multi-person"

组合
Hybrids
品尝人数
Total number of person
优(≥85)
Excellent
良(80-85)
Good
组合
Hybrids
品尝人数
Total number of person
优(≥85)
Excellent
良(80-85)
Good
人数
Number of person
比例
Ratio
(%)
人数
Number of person
比例
Ratio
(%)
人数
Number of person
比例
Ratio
(%)
人数
Number of person
比例
Ratio
(%)
M22×F22 14 12 85.7 2 100.0 M29×F29 13 4 30.8 6 76.9
M02×F02 14 12 85.7 2 100.0 M24×F28 14 7 50.0 3 71.4
M09×F03 14 9 64.3 5 100.0 M22×F18 10 4 40.0 3 70.0
M18×F02 14 9 64.3 5 100.0 M29×F28 13 8 61.5 1 69.2
M24×F22 14 10 71.4 3 92.9 M22×F01 13 5 38.5 4 69.2
M21×F09 14 10 71.4 3 92.9 M21×F02 13 5 38.5 4 69.2
M05×F22 14 5 35.7 8 92.9 M18×F25 13 4 30.8 5 69.2
M22×F05 14 4 28.6 9 92.9 渝糯7号
Yunuo7
13 3 23.1 6 69.2
M12×F04 14 3 21.4 10 92.9 M19×F02 14 6 42.9 3 64.3
M09×F29 13 8 61.5 4 92.3 M24×F27 14 3 21.4 6 64.3
M22×F08 13 6 46.2 6 92.3 M19×F04 14 2 14.3 7 64.3
M21×F29 12 8 66.7 3 91.7 M03×F28 8 5 62.5 0 62.5
M10×F22 14 10 71.4 2 85.7 M02×F01 13 6 46.2 2 61.5
M22×F02 14 6 42.9 6 85.7 M18×F06 13 3 23.1 5 61.5
M19×F08 14 6 42.9 6 85.7 M20×F01 13 3 23.1 5 61.5
M20×F17 14 5 35.7 7 85.7 M21×F18 12 4 33.3 3 58.3
M10×F18 14 5 35.7 7 85.7 M03×F08 14 6 42.9 2 57.1
M03×F25 14 3 21.4 9 85.7 M22×F29 14 4 28.6 4 57.1
M18×F28 13 5 38.5 6 84.6 M29×F10 14 3 21.4 5 57.1
M14×F17 13 5 38.5 6 84.6 M32×F17 14 3 21.4 5 57.1
M18×F05 14 9 64.3 2 78.6 M12×F12 14 2 14.3 6 57.1
M30×F17 14 8 57.1 3 78.6 京科糯2000
Jingkenuo2000
14 2 14.3 6 57.1
M13×F25 14 8 57.1 3 78.6 M30×F02 12 2 16.7 4 50.0
M19×F28 14 6 42.9 5 78.6 M29×F25 14 2 14.3 3 35.7
M21×F28 14 6 42.9 5 78.6 M05×F17 2 0 0.0 0 0.0
M22×F17 14 3 21.4 8 78.6 石糯2号
Shinuo2
NA NA NA NA NA
M22×F28 13 8 61.5 2 76.9
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