Scientia Agricultura Sinica ›› 2019, Vol. 52 ›› Issue (18): 3232-3241.doi: 10.3864/j.issn.0578-1752.2019.18.015

• Nutrition-Enuironment Relationship Study • Previous Articles     Next Articles

Yellow Pigment Contents in Foxtail Millet (Setaria italica) Under Diverse Ecological Conditions

YANG YanBing1,CHEN ErYing1,WANG RunFeng1,QIN Ling1,YIN XiuBo2,ZHANG HuiDi1,LI FeiFei1,GUAN YanAn1()   

  1. 1. Institute of Crop, Shandong Academy of Agricultural Sciences/Shandong Engineering Laboratory for Featured Crop, Jinan 250100
    2. Shandong General Station of Agricultural Technology Extension, Jinan 250100
  • Received:2019-05-28 Accepted:2019-06-27 Online:2019-09-16 Published:2019-09-23
  • Contact: YanAn GUAN E-mail:yguan65@163.com

Abstract:

【Objective】 Grains of Setaria italica (L.) are known as millet after dehulling. Yellow pigment content in grains is one of the crucial factors affecting the value of commodity as well as nutritional quality of foxtail millet. Investigating variations of yellow pigment content across ecological conditions would contribute to breeding and utilization of new foxtail millet varieties featured by superior qualities.【Method】 Eight newly released superior and distinctive foxtail millet cultivars from the summer- sowing region in North China were planted at five locations in two consecutive years (2016 and 2017). Yellow pigment contents of the foxtail millet cultivars were determined for each location. Analysis of Variance (ANOVA) was adopted to determine the significant levels of differences for yellow pigment contents of foxtail millet cultivars under ecological conditions. Correlation analysis was performed on between yellow pigment content, and air temperature, rainfall and sunshine duration.【Result】Growing years, cultivar genotypes, growing locations × growing years, cultivar genotypes × growing years, and growing years × cultivar genotypes × growing years showed highly significant effects on yellow pigment content (P<0.01). Growing locations and growing locations×cultivar genotypes showed significant influences on yellow pigment content (P<0.05). Cultivar genotypes, growing locations, and their interactions had high contribution rate (57.12%, 27.57% and 6.12%, respectively) to the variation of yellow pigment content. Generally, yellow pigment contents of cultivars planted in 2017 were higher than those in 2016. In terms of growing locations, yellow pigment contents of cultivars planted at Jinan, Dezhou and Jining were significantly higher than those at Taian and Linyi both 2016 and 2017 (P<0.05). Yellow pigment content of the eight cultivars was averaged at 23.42 mg·kg -1 and ranged from 18.56 mg·kg -1 to 26.14 mg·kg -1. Among the cultivars, Zhonggu 2 had the highest yellow pigment content, while Jilügu 1 had the lowest. Moreover, there were no significant differences between Zhonggu 2, Jinuogu 2, Jigu 21, and Jigu19. However, yellow pigment contents of the above mentioned cultivars were higher than those of Yugu 18, Jigu 22, Jigu 20, and Jilügu 1. Furthermore, yellow pigment content was positively correlated with average temperature at seedling stage in June (r=0.908, P<0.01), average temperature at the middle and late grain filling stage (r=0.798, P<0.01), average temperature during growth period (r=0.808, P<0.01), sunshine hour in middle and later growth stages in September (r=0.771, P<0.01), and total sunshine hour of during growth period (r = 0.769, P<0.01).【Conclusion】Cultivar genotypes, growing years, locations and their interactions significantly affected yellow pigment content in foxtail millet. Among these factors, cultivar genotype played a key role. Moreover, variations and spatial-temporal distribution differences in meteorological factors such as temperature, rainfall and sunshine hour in different years and locations were important for yellow pigment accumulation. The higher average temperature and more sunshine hours in the middle and late stages of grain filling were beneficial to the accumulation of yellow pigment. Cultivar genotypes are the most significant element influencing yellow pigment contents.

Key words: foxtail millet, yellow pigment content, ecological conditions, air temperature, rainfall, sunshine hour

Table 1

Cultivars, breeding organizations, and cultivar types of experimental materials"

序号
No.
品种
Cultivar
选育单位
Breeding organization
米质特性
Character of millet quality
1 济谷19
Jigu19
山东省农业科学院作物研究所
Institute of Crop, Shandong Academy of Agricultural Sciences
一级优质米
First-grade quality millet
2 济谷20
Jigu20
山东省农业科学院作物研究所
Institute of Crop, Shandong Academy of Agricultural Sciences
一级优质米
First-grade quality millet
3 济谷21
Jigu21
山东省农业科学院作物研究所
Institute of Crop, Shandong Academy of Agricultural Sciences
一级优质米
First-grade quality millet
4 济糯谷2号
Jinuogu 2
山东省农业科学院作物研究所
Institute of Crop, Shandong Academy of Agricultural Sciences
糯质米
Waxy millet
5 中谷2号
Zhonggu 2
中国农业科学院作物科学研究所
Institute of Crop Sciences, Chinese Academy of Agricultural Sciences
一级优质米
First-grade quality millet
6 济绿谷1号
Jilügu 1
山东省农业科学院作物研究所
Institute of Crop, Shandong Academy of Agricultural Sciences
米色黄绿
Yellow green millet
7 济谷22
Jigu 22
山东省农业科学院作物研究所
Institute of Crop, Shandong Academy of Agricultural Sciences
二级优质米
Second-grade quality millet
8 豫谷18
Yugu 18
安阳市农业科学院
Anyang Academy of Agricultural Sciences
一级优质米
First-grade quality millet

Table 2

Temperature, rainfall and sunshine hours in different trial sites"

地点
Location
年份
Year
月份
Month
平均温度
Average temperature (℃)
降雨量
Rainfall
(mm)
日照时数
Sunshine hour (h)
年份
Year
月份
Month
平均温度
Average temperature (℃)
降雨量
Rainfall
(mm)
日照时数
Sunshine hour (h)
泰安
Taian
2016 6 25.1 167.8 213.8 2017 6 24.9 62.4 222.7
7 27.1 219.7 162.4 7 28.7 271.3 166.8
8 26.2 228.9 186.5 8 26.7 81.7 180.9
9 22.0 16.7 193.5 9 21.7 11.5 196.5
均值/和Mean or Sum 25.1 633.1 756.2 25.5 426.9 766.9
济宁
Jining
2016 6 25.8 174.2 222.0 2017 6 26.5 110.9 224.2
7 28.4 289.2 157.0 7 29.1 351.8 206.6
8 27.3 110.3 138.1 8 27.7 126.3 208.7
9 23.5 66.4 221.2 9 23.0 40.0 185.0
均值/和Mean or Sum 26.3 640.1 738.3 26.6 629.0 824.5
德州
Dezhou
2016 6 25.4 76.5 264.7 2017 6 26.1 77.4 261.4
7 27.8 130.9 167.4 7 28.3 69.4 165.7
8 26.7 190.8 174.1 8 26.7 215.6 197.4
9 23.1 4.0 225.1 9 23.8 12.1 238.3
均值/和Mean or Sum 25.8 402.2 831.3 26.2 374.5 862.8
临沂
Linyi
2016 6 24.5 178.9 193.9 2017 6 24.3 40.8 177.6
7 26.0 47.5 153.9 7 28.5 385.1 159.3
8 27.5 123.0 190.7 8 26.4 183.5 157.4
9 23.2 106.8 165.0 9 22.3 53.6 177.8
均值/和Mean or Sum 25.3 456.2 703.5 25.4 663.0 672.1
济南
Jinan
2016 6 26.0 160.3 234.0 2017 6 25.9 93.6 221.4
7 27.7 237.6 158.5 7 29.6 176.8 157.4
8 26.2 421.1 154.0 8 26.8 155.1 183.6
9 23.3 2.7 193.8 9 24.1 5.6 210.9
均值/和Mean or Sum 25.8 821.7 740.3 26.6 431.1 773.3

Table 3

Sowing date, harvest date and total days of growth stage in different locations"

试验地点
Location
2016 年 2017年
播种时间
Sowing date
收获时间
Harvest date
总天数
Total days (d)
播种时间
Sowing date
收获时间
Harvest date
总天数
Total days (d)
泰安Taian 6/18 9/30 104 6/19 9/29 102
济宁Jining 6/09 9/22 103 6/17 9/23 98
德州Dezhou 6/17 9/22 97 6/25 9/20 97
临沂Linyi 6/12 9/23 102 6/10 9/23 105
济南Jinan 6/18 9/22 96 6/18 9/21 95

Table 4

Multiple factors variance analysis of yellow pigment content in foxtail millet"

变因
Factor
平方和
SS
自由度
df
均方
Mean square
F P 贡献率
Contribution rate (%)
区组Block 2.39 20 0.12
年份Year 47.84 1 47.84 327.58 0.0001 1.80
地点Location 732.25 4 183.06 9.65 0.0248 27.57
品种Cultivar 1517.05 7 216.72 40.68 0.0001 57.12
地点×年份Location×Year 75.85 4 18.96 129.85 0.0001 2.86
品种×年份Cultivar×Year 37.29 7 5.33 36.48 0.0001 1.40
地点×品种Location×Cultivar 162.59 28 5.81 39.76 0.0401 6.12
地点×品种×年份Location×Cultivar×Year 82.93 28 2.96 20.28 0.0001 3.12
误差Error 20.44 140 0.15
总和Total 2678.63 239

Table 5

Differences of yellow pigment contents in different years and sites"

试验地点
Location
黄色素含量 Yellow pigment content (mg·kg-1)
2016 2017 地点均值Mean
泰安Taian 21.67c 21.94d 21.81b
济宁Jining 24.29a 24.67c 24.48a
德州Dezhou 23.80b 26.87a 25.34a
临沂Linyi 20.92d 20.84e 20.88b
济南Jinan 24.20a 25.02b 24.61a
年份平均Mean 22.98 23.87 23.42

Table 6

Differences and CVs of yellow pigment contents of of different cultivars"

品种
Cultivar
黄色素含量Yellow pigment content (mg·kg-1)
2016 2017 品种均值Mean 变异系数CV (%)
济谷19 Jigu19 24.55c 25.34c 24.94a 4.28
济谷20 Jigu20 20.46f 21.65e 21.05c 3.04
济谷21 Jigu21 24.60c 26.07b 25.34a 5.79
济糯谷2号Jinuogu 2 25.09b 26.83a 25.96a 3.52
中谷2号Zhonggu 2 25.45a 26.84a 26.14a 4.94
济绿谷1号Jilügu 1 18.31g 18.82f 18.56d 3.51
济谷22 Jigu22 21.73e 22.72d 22.22bc 1.20
豫谷18 Yugu18 23.63d 22.68d 23.15b 1.23
均值 Mean 22.98 23.87 23.42

Table 7

Differences of yellow pigment contents of cultivars at different locations in 2016 and 2017"

品种
Cultivar
黄色素含量Yellow pigment content (mg·kg-1)
泰安Taian 济宁 Jining 德州Dezhou 临沂Linyi 济南Jinan
2016 2017 2016 2017 2016 2017 2016 2017 2016 2017
济谷19 Jigu19 21.55e 23.34b 25.65b 25.72d 26.36b 29.49b 22.24c 20.44d 26.94a 27.69a
济谷20 Jigu20 19.14g 19.87d 21.69d 21.78g 20.01f 24.18f 19.35f 18.56e 22.10c 23.85c
济谷21 Jigu21 23.42c 24.80a 25.32b 26.47c 26.91b 31.07a 21.16d 20.03d 26.17a 28.01a
济糯谷2号Jinuogu 2 24.66b 24.87a 26.06ab 27.83b 24.11d 28.78c 24.29a 24.68b 26.33a 27.99a
中谷2号Zhonggu 2 25.30a 24.87a 26.63a 29.26a 27.97a 28.24d 23.16b 25.83a 24.18b 26.01b
济绿谷1号Jilügu 1 16.35h 17.11e 20.35e 19.60h 17.76g 21.16g 17.28g 16.10f 19.80d 20.12e
济谷22 Jigu22 19.96f 20.75c 23.07c 24.11e 22.11e 26.08e 19.74ef 20.10e 23.76b 22.56d
豫谷18 Yugu18 23.00d 19.92d 25.56b 22.54f 25.18c 25.95e 20.10e 21.02c 24.31b 23.95c

Table 8

The correlation analysis between yellow pigment content and average temperature, rainfall and sunshine hour"

项目
Item
平均气温Average temperature (℃) 降水量Rainfall (mm) 日照时数Sunshine hour (h)
6月
June
7月
July
8月
August
9月
September
均值
Mean
6月
June
7月
July
8月
August
9月
September
总和
Total
6月
June
7月
July
8月
August
9月
September
总和
Total
黄色素含量YPC 0.907** 0.396 -0.085 0.798** 0.808** -0.086 -0.225 0.198 -0.470 -0.182 0.761* 0.277 0.158 0.771** 0.769**
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