Scientia Agricultura Sinica ›› 2020, Vol. 53 ›› Issue (2): 239-246.doi: 10.3864/j.issn.0578-1752.2020.02.002

• Crop Genetics & Breeding·Germplasm Resources·Molecular Genetics • Previous Articles     Next Articles

Genetic Correlation Coefficients of Foxtail Millet Traits Between Parents and Hybrids

LI HuiXia,TIAN Gang(),WANG YuWen,LIU Xin,LIU Hong   

  1. Millet Research Institute, Shanxi Academy of Agricultural Sciences, Changzhi 046011, Shanxi
  • Received:2019-04-22 Accepted:2019-05-29 Online:2020-01-16 Published:2020-02-17
  • Contact: Gang TIAN E-mail:gzstg@126.com

Abstract:

【Objective】 Genetic correlation of millet traits between hybrids and parents was studied in order to select parental materials on purpose and provide theoretical basis for optimizing the grouping of hybrid. 【Method】 Six highly-male-sterile lines were hybridized with ten sethoxydim resistant restorer lines, and sixty hybrids were obtained. These hybrids were planted with their parents in 2017. By evaluating their agronomic traits through statistical analysis, 7 advantageous combinations with their 4 female parents (Gu 3A, Jin 29A, 51A and 910A) and 7 male parents (K34, M22, K650, K154, K410, K391 and K47) were screened to plant in 2018. 10 agronomic and yield traits of them were surveyed. They were tiller number, plant height, panicle stem length, panicle length, panicle diameter, panicle weight, panicle grain weight, thousand seed weight, days to heading and plot yield. Genetic correlation had been analyzed between millet parents and hybrids in the same traits. And genetic correlation between parents traits and hybrids yield traits (panicle weight and panicle grain weight) had also been analyzed.【Result】The hybrids had some heterobeltiosis in two traits of panicle stem length and heading period, and had distinctly heterobeltiosis in trait of panicle length. Correlation analysis of hybrids and parents in two years indicated the following results. There were significant positive correlations in terms of plant height, heading period and panicle length between hybrids and their females. According to the analysis in 2018, the genetic correlation coefficients were 0.8841, 0.9117 and 0.8263, respectively. The first two items reached extremely significant level. There were significantly positive correlations between hybrids and their males in tiller number, plant height, panicle stem length, panicle diameter and thousand seed weight. According to the analysis in 2018, the genetic correlation coefficients were 0.8267, 0.9618, 0.8234, 0.7770 and 0.8404. Among them, the correlation of plant height was extremely significant. Tiller number, plant height, heading period of females were positively correlated with panicle weight and panicle grain weight of hybrids. The correlation coefficients of panicle weight were 0.3327, 0.5439 and 0.4436, respectively. The correlation coefficients of panicle grain weight were 0.4238, 0.4642 and 0.3487, respectively. Panicle length of females were positively correlated with panicle grain weight of hybrids with the correlation coefficient of 0.3698. Tiller number, plant height, heading period and panicle diameter of males were positively correlated with panicle weight and panicle grain weight of hybrids. The correlation coefficients of panicle weight were 0.4986, 0.4598, 0.3367 and 0.5348, respectively. The correlation coefficients of panicle grain weight were 0.5568, 0.4253, 0.3659 and 0.4236, respectively. The correlations between tiller number of males and panicle weight and panicle grain weight of hybrid reached extremely significant levels. 【Conclusion】There were positive correlations between parents and hybrids in tiller number, plant height, panicle stem length, panicle diameter, thousand seed weight and so on. Good agronomic traits and yield traits of hybrids can be indirectly selected based on the traits of the parents. Excellent high yield hybrids can be selected by this method.

Key words: foxtail millet, parents, hybrid, genetic correlation

Table 1

Correlation coefficients on the same traits between F1 and parents in 2017"

项目
Item
相关系数
Correlation coefficient
分蘖数
Tiller number
株高
Plant height
穗茎长
Panicle stem length
穗长
Panicle length
穗粗
Panicle diameter
穗重
Panicle weight
穗粒重
Panicle grain weight
千粒重
Thousand seed weight
F1与父本
F1 and their males
rg 0.5610** 0.5516** 0.5889** 0.2051 0.3427* 0.0356 -0.1348 0.4093*
r 0.5418** 0.5459** 0.5389** 0.2031 0.3328* 0.0288 -0.1139 0.3997*
F1与母本
F1 and their females
rg 0.3829* 0.5998** -0.05888 0.3946* 0.246 - - 0.7469**
r 0.3546* 0.5915** 0.0515 0.3465* 0.2234 - - 0.6988**
F1与亲本均值
F1 and parental average value
rg 0.6824** 0.8032** 0.3765* 0.4267* 0.4213* - - 0.8035**
r 0.6487** 0.7829** 0.3530* 0.4247* 0.4122* - - 0.7989**

Table 2

Traits investigation of 7 millet hybrids and their parents in 2018"

名称
Name
分蘖数(个)
Tiller number
抽穗天数
Days to heading(d)
株高
Plant height (cm)
穗茎长
Panicle stem length (cm)
穗长
Panicle length (cm)
穗粗
Panicle diameter(cm)
穗重
Panicle weight(g)
穗粒重
Panicle grain
weight (g)
千粒重
Thousand seed weight (g)
小区产量
Plot yield (kg)
F1 谷3A×K34
Gu3A×K34
1.50 65.33 141.25 26.2 30.40 3.24 39.21 27.12 2.880 12.97
晋29A×M22
Jin29A×M22
1.20 59.33 116.33 30.1 26.16 2.88 32.56 29.91 3.291 12.22
谷3A×K650 Gu3A×K650 2.70 66.50 139.33 24.5 28.96 3.24 81.72 42.89 2.885 11.89
51A×K154 2.80 65.00 140.19 32.0 25.77 3.24 58.13 44.51 2.673 12.65
51A×K410 2.90 64.00 145.40 30.0 27.75 3.21 63.67 43.54 2.972 15.43
51A×K391 1.70 64.00 146.35 25.5 27.4 3.17 44.32 34.85 2.877 15.82
910A×K47 2.67 71.00 139.78 28.0 27.59 3.28 44.74 26.60 2.876 12.13
母本Female parent 谷3A Gu3A 3.30 64.00 95.08 26.6 26.52 3.47 3.377
晋29A Jin29A 3.20 57.00 71.55 17.7 22.80 3.32 3.483
51A 2.30 62.00 111.70 24.8 21.95 3.30 3.433
910A 2.60 65.00 92.00 19.3 23.95 3.42 3.307
父本
Male parent
K34 1.00 74.00 158.45 24.8 23.55 2.99 32.68 24.07 2.926 9.58
M22 1.10 64.00 125.45 24.8 24.49 2.34 34.03 24.98 3.159 9.10
K650 2.10 74.50 156.18 19.5 24.61 2.67 29.74 21.45 2.718 8.92
K154 1.78 74.00 157.00 32.5 24.14 2.71 32.87 24.42 2.329 11.23
K410 1.60 71.67 167.90 28.0 29.25 3.01 42.38 33.40 2.944 10.05
K391 1.30 68.67 174.60 26.5 26.69 2.96 30.18 23.48 2.958 9.22
K47 2.30 65.67 151.10 28.8 22.02 2.98 36.58 28.63 2.840 10.53

Table 3

Correlation coefficients on the same traits between F1 and parents in 2018"

项目
Item
相关系数
Correlation coefficient
分蘖数
Tiller number
抽穗天数
Days to heading
株高
Plant height
穗茎长
Panicle stem length
穗长
Panicle length
穗粗
Panicle diameter
千粒重
Thousand seed weight
穗重
Panicle weight
穗粒重
Panicle grain
weight
小区产量
Plot yield
F1与父本
F1 and their males
rg 0.8267* 0.1752 0.9618** 0.8234* -0.0864 0.7770* 0.8404* -0.0199 0.0629 -0.0770
F1与母本
F1 and their females
rg -0.4725 0.9117** 0.8841** 0.4325 0.8263* 0.3954 0.7261 - - -
F1与亲本均值
F1 and parental average value
rg 0.2910 0.5214 0.9445** 0.9299** 0.6753 0.8253* 0.8545* - - -

Table 4

Genetic correlation coefficients between parental traits and hybrid yield traits"

项目
Item
性状
Trait
分蘖数
Tiller number
抽穗天数
Days to heading
株高
Plant height
穗茎长
Panicle stem length
穗长
Panicle length
穗粗
Panicle diameter
千粒重g
Thousand seed weight
穗重
Panicle weight
穗粒重
Panicle grain
weight
母本与F1(rg)
Female parent and F1
单株穗重
Panicle weight
0.3327* 0.4436** 0.5439** 0.2265 0.2576 0.2376 0.0742 - -
单株穗粒重
Panicle grain weight
0.4238* 0.3487** 0.4642** 0.2376 0.3698* 0.1659 0.1357 - -
父本与F1(rg)
Male parent and F1
单株穗重
Panicle weight
0.4986** 0.3367* 0.4598** 0.1689 0.3005 0.5348** 0.2168 0.0356 0.2794
单株穗粒重
Panicle grain weight
0.5568** 0.3659* 0.4253* 0.2875 0.1163 0.4326* 0.2938 0.2459 0.2573
[1] 栾素荣, 王占廷, 李青松 . 谷子产量与主要农艺性状的灰色关联度分析. 河北农业科学, 2010,14(11):115-116, 118.
LUAN S R, WANGZ T, LI Q S . Grey relational grade analysis on yield and main agronomic characters of foxtail millet. Journal of Hebei Agricultural Sciences, 2010,14(11):115-116, 118. (in Chinese)
[2] 田伯红, 徐玉鹏, 李桂荣, 张立新, 李雅静, 赵忠祥, 刘全凤 . 谷子品种的农艺性状演变分析. 河北农业科学, 2004,8(3):50-52.
TIAN B H, XU Y P, LI G R, ZHANG L X, LI Y J, ZHAO Z X, LIU Q F . Studies on grey correlative analysis for the evolution of agronomic characters of millet. Journal of Hebei Agricultural Sciences, 2004,8(3):50-52. (in Chinese)
[3] 孙殿生, 赵志立, 周乃建 . 春谷主要农艺性状相关遗传力分析. 山西农业大学学报, 1990,10(1):34-37.
Sun D S, ZHAO Z L, ZHOU N J . Correlative heritability analysis of main agronomic characters of millet. Journal of Shanxi Agricultural University, 1990,10(1):34-37. (in Chinese)
[4] 王丹丹, 希日格乐, 孙宇燕, 金砾, 郭世华 . 谷子农艺性状相关性与食味品质分析. 内蒙古农业大学学报(自然科学版), 2015,36(4):29-37.
WANG D D, XIRI G L, SUN Y Y, JIN L, GUO S H . Analysis on correlation of agronomic traits and eating quality in foxtail millet. Journal of Inner Mongolia Agricultural University(Natural Science Edition), 2015,36(4):29-37. (in Chinese)
[5] 肖经鸿, 孟秋成, 曹克勤, 刘建丰 . 杂交稻及其亲本千粒重与产量的关系研究. 湖南农业科学, 2009(3):7-8, 9.
XIAO J H, MENG Q C, CAO K Q LIU J F, . A study on the relationship between 1000 - grain weight and yield in hybrid rice. Hunan Agricultural Sciences, 2009(3):7-8, 9. (in Chinese)
[6] 刘建丰, 陈光辉, 何强, 李春庚 . 不同产量水平杂交稻产量构成因素的分析. 云南农业大学学报, 2006,21(6):707-710.
LIU J F, CHEN G H, HE Q, LI C G . A study on yield components of hybrid rice with big panicle. Journal of Yunnan Agricultural University, 2006,21(6):707-710. (in Chinese)
[7] 张颖慧, 谢永楚, 董少玲, 张亚东, 陈涛, 赵庆勇, 朱镇, 周丽慧, 姚姝, 赵凌, 王才林 . 利用水稻籼粳重组自交系群体研究粒型性状与千粒重的相关性. 江苏农业学报, 2012,28(2):231-235.
ZHANG Y H, XIE Y C, DONG S L, ZHANG Y D, CHEN T, ZHAO Q Y, ZHU Z, ZHOU L H, YAO Z, ZHAO L, WANG C L . Correlations between grain shape traits and 1000-grain weight using Indica /Japonica rice recombinant inbred lines. Jiangsu Journal of Agricultural Sciences, 2012,28(2):231-235. (in Chinese)
[8] 陈光辉, 周清明, 王建龙, 杨冬萍 . 两系杂交水稻千粒重的遗传研究. 热带作物学报, 2007,28(4):57-61.
CHEN G H, ZHOU Q M, WANG J L, YANG D P . Genetic studies on 1000- Grain weight of rice hybrids by two- line method. Chinese Journal of Tropical Crops, 2007,28(4):57-61. (in Chinese)
[9] 邹小云, 盛国清, 傅军如, 胡标林, 贺浩华 . 籼型杂交水稻主要品质性状与产量性状的关系研究. 江西农业大学学报, 2006,28(1):7-11.
ZOU X Y, SHENG G Q, FU J R, HU B L, HE H H . The studies on the relation between the main grain quality traits and the yield traits in indica hybrid rice. Acta Agriculturae Universitatis Jiangxiensis, 2006,28(1):7-11. (in Chinese)
[10] 牟凤娟, 徐琼华 . 滇型杂交水稻亲本与杂交后代的性状遗传相关分析. 中国农学通报, 2006,22(2):176-178.
MOU F J, XU Q H . Analysis of the genetic correlation of traits between the parents and F1 in Dian- type hybrid rice. Chinese Agricultural Science Bulletin, 2006,22(2):176-178. (in Chinese)
[11] 刘斌, 李书田, 王显瑞, 柴晓娇 . 谷子主要农艺性状的分析. 种子, 2014,33(5):88-90.
LIU B, LI S T, WANG X R, CHAI X J . Analysis on the agronomic traits of millet. Seed, 2014,33(5):88-90. (in Chinese)
[12] 杨慧卿, 王军, 袁峰, 郭二虎 . 西北春谷区中晚熟组谷子主要农艺性状的相关和通径分析. 河北农业科学, 2010,14(11):105-106, 111.
YANG H Q, WANG J, YUAN F, GUO E H . Correlation analysis and path analysis on major agronomic traits of middle and late mature group of regional test in spring millet area of northwest China. Journal of Hebei Agricultural Sciences, 2010,14(11):105-106, 111. (in Chinese)
[13] 袁凯, 逯腊虎, 杨斌, 张婷, 张伟, 史晓芳 . 不同粒重小麦品种主要农艺性状的配合力和遗传力分析. 麦类作物学报, 2018,38(6):661-667.
YUAN K, LU L H, YANG B, ZHANG T, ZHANG W, SHI X F . Combining ability and heritability analysis of main agronomic characters of wheat cultivars with different grain weigh. Journal of Triticeae Crops, 2018,38(6):661-667. (in Chinese)
[14] 尹学伟, 王培华, 张晓春, 李泽碧, 张志良, 唐生佑, 马强, 谭平 . 14个糯高粱亲本主要农艺性状配合力及遗传力分析. 西南农业学报, 2014,27(4):1363.
YIN X W, WANG P H, ZHANG X C, LI Z B, ZHANG Z L, TANG S Y, MA Q, TAN P . Analysis of 14 parents glutinous sorghum's main agronomic characteristics combining ability and heritability . Southwest China Journal of Agricultural Sciences, 2014,27(4):1363. (in Chinese)
[15] 林鑫, 吴林宣, 王慧, 刘永柱, 陈志强, 黄明 . 水稻两系不育系‘M20S’穗部性状配合力和遗传力分析. 华南农业大学学报, 2019,40(1):8-14.
LIN X, WU L X, WANG H, LIU Y Z, CHEN Z Q, HUANG M . Analysis on panicle trait combining ability and heritability of rice two-line sterile line ‘M20S’. Journal of South China Agricultural University, 2019,40(1):8-14. (in Chinese)
[16] 逯腊虎, 武计萍, 张婷, 王玉斌 . 冬小麦穗部性状的配合力及遗传性分析. 农学学报, 2014,4(11):9.
LU L H, WU J P, ZHANG T, WANG Y B . Combining ability and heritability analysis of spike characters in winter wheat. Journal of Agricultural, 2014,4(11):9. (in Chinese)
[17] 孔繁玲 . 植物数量遗传学. 北京:中国农业大学出版社, 2006: 224-236.
KONG F L. Quantitative Genetics in Plants. Beijing: China Agricultural University Press, 2006: 224-236. (in Chinese)
[18] 刘艳丽, 田伯红, 张立新, 宋淑贤, 王建广 . 谷子育成品种的抗倒性评价. 河北农业科学, 2014,18(4):8-12.
LIU Y L, TIAN B H, ZHANG L X, SONG S X, WANG J G . The evaluation on lodging resistance of foxtail millet bred varieties. Journal of Hebei Agricultural Sciences, 2014,18(4):8-12. (in Chinese)
[19] 田保明, 杨光圣, 曹刚强, 舒海燕 . 农作物倒伏及其影响因素分析. 中国农学通报, 2006,22(4):163-167.
TIAN B M, YANG G S, CAO G Q, SHU H Y . The performent of lodging and root cause analysis for lodging resistance in crops. Chinese Agricultural Science Bulletin, 2006,22(4):163-167. (in Chinese)
[20] DUAN C R, WANG B C, WANG P Q, WANG D H, CAI S X . Relationship between the minute structure and the lodging resistance of rice stems. Colloids and Surfaces B: Biointerfaces, 2004,35(3):155-158.
[21] ISLAM M S, PWNG S, VISPERAS R M, WREFUL N, BHUIYA M S U, JULFIQUAR A W . Lodging-related morphological traits of hybrid rice in a tropical irrigated ecosystem. Field Crops Research, 2007,101(2):240-248.
[22] CROOK M J, ENNOS A R . Stem and root characteristics associated with lodging resistance in four winter wheat cultivars. The Journal of Agricultural Science, 1994,123(2):167-174.
[23] 胡时开, 苏岩, 叶卫军, 郭龙彪 . 水稻抽穗期遗传与分子调控机理研究进展. 中国水稻科学, 2012,26(3):373-382.
HU S K, SU Y, YE W J, GUO L B . Advances in genetic analysis and molecular regulation mechanism of heading date in rice. Chinese Journal of Rice Science, 2012,26(3):373-382. (in Chinese)
[24] 李卫明 . 不同品种谷子生育期、品质性状、光合特性与产量的关系研究[D]. 太谷: 山西农业大学, 2016.
LI W M . Study on the relationship between growth period, quality characters, photosynthetic characteristics and yield of different foxtail millet cultivars[D]. Taigu: Shanxi Agricultural University, 2016. (in Chinese)
[25] 元旭朝, 张耀元, 苏彦冰, 刘晓东, 刘龙龙, 杜婧婧, 邓楠, 韩渊怀 . 谷子生育期与茎秆以及穗部性状的关系. 山西农业大学学报(自然科学版), 2016,36(6):391-394, 399.
YUAN X Z, ZHANG Y Y, SU Y B, LIU X D, LIU L L, DU J J, DENG N, HAN Y H . The relationship between growth period and traits of stem and panicle in foxtail millet. Journal of Shanxi Agricultural University(Natural Science Edition), 2016,36(6):391-394, 399. (in Chinese)
[26] 秦岭, 管延安, 杨延兵, 张华文 . 不同生态区谷子创新种质主要农艺性状与产量相关性分析. 山东农业科学, 2008(9):10-13.
QIN L, GUAN Y A, YANG Y B, ZHANG H W . Correlation and path analysis between yield and main agronomic characters of foxtail millet germplasms from different ecological regions. Shandong Agricultural Sciences, 2008(9):10-13. (in Chinese)
[27] 赵禹凯, 王显瑞, 陈高勋, 赵敏, 李书田 . 谷子主要农艺性状的相关和通径分析. 内蒙古农业大学学报(自然科学版), 2014,2:35-38.
ZHAO Y K, WANG X R, CHEN G X, ZHAO M, LI S T . Correlation and path analysis of main agronomic traits in foxtail millet. Journal of Inner Mongolia Agricultural University(Natural Science Edition), 2014,2:35-38. (in Chinese)
[28] 黄学芳, 黄明镜, 刘化涛, 赵聪, 王娟玲 . 覆膜穴播条件下降水年型和群体密度对张杂谷5 号分蘖成穗及产量的影响. 作物杂志, 2018(4):106-113.
HUANG X F, HUANG M J, LIU H T, ZHAO C, WANG J L . Effects of annual precipitation and population density on tiller-earing and yield of Zhangzagu 5 under film mulching and hole sowing. Crops, 2018(4):106-113. (in Chinese)
[29] 陈燕华, 罗高玲, 李经成, 蔡庆生 . 13个小豆新品系在广西地区的引种试验. 南方农业学报, 2016,47(11):1844-1848.
CHEN Y H, LUO G L, LI J C, CAI Q S . Introduction trial of thirteen new adzuki bean lines in Guangxi. Journal of Southern Agriculture, 2016,47(11):1844-1848. (in Chinese)
[30] 付颖, 沈轶男, 刘艳春, 柴晓娇, 王显瑞, 白晓雷, 李书田 . 不同春谷品种支链淀粉含量与营养品质指标及农艺性状的相关性分析. 作物杂志, 2019(2):90-93.
FU Y, SHEN Y N, LIU Y C, CHAI X Y, WANG X R, BAI X L, LI S T . Correlation analysis of amylopectin content, nutritional quality and agronomic traits in spring millet varieties. Crops, 2019(2):90-93. (in Chinese)
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