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Acta Agronomica Sinica ›› 2018, Vol. 44 ›› Issue (02): 260-267.doi: 10.3724/SP.J.1006.2018.00260

• Orginal Article • Previous Articles     Next Articles

Relationship between Grain Filling Parameters and Grain Weight in Leading Wheat Cultivars in the Yellow and Huai Rivers Valley

Yong-Jie MIAO1, Jun YAN2, De-Hui ZHAO1, Yu-Bing TIAN1, Jun-Liang YAN1, Xian-Chun XIA1, Yong ZHANG1,*(), Zhong-Hu HE1,3   

  1. 1 Institute of Crop Science / National Wheat Improvement Center, Chinese Academy of Agricultural Sciences (CAAS), Beijing 100081, China
    2 Institute of Cotton Research, CAAS, Anyang 455000, Henan, China
    3 CIMMYT-China Office, c/o CAAS, Beijing 100081, China
  • Received:2017-06-20 Accepted:2017-11-21 Online:2018-02-12 Published:2017-12-11
  • Contact: Yong ZHANG E-mail:zhangyong05@caas.cn
  • Supported by:
    This study was supported by the National Basic Research Program of China (2014CB138105), Core Research Budget of the Non-profit Governmental Research Institutions of the Institute of Crop Science of CAAS (1610092016101), National Key Research and Development Program of China (2016YFE0108600), and Agricultural Science and Technology Innovation Program of CAAS.

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Abstract:

The knowledge on relationship between grain weight and grain-filling parameters is important for yield potential and stability improvement of common wheat. Logistic equation was used for fitting the grain-filling dataset from 14 leading cultivars and advanced lines, sown at Anyang, Henan province in three successive seasons from 2012 to 2015. The results showed that grain weight and all grain-filling rate (GFR) related parameters were mainly influenced by genotype, while grain-filling period related parameters were mainly influenced by environment. There was significant difference on all GFR parameters including the average and the highest GFR, and those in the three periods among cultivar groups based on grain weight, showing a trend of high-grain-weight cultivar > medium-grain-weight cultivar > low-grain-weight cultivar, whereas there was no significant difference for grain-filling period related parameters among the cultivar groups. GFR, especially in the fast increase period, was the major factor that made the significant difference of grain weight among cultivars. Positive correlations between grain weight and all GFR related parameters were observed (P < 0.001), with the coefficients of 0.97 for GFR in the fast increase period and 0.90 for average GFR, whereas no significant correlations were found between grain weight and grain-filling period related parameters. Therefore, average GFR was proposed to be used in quantitative trait loci mapping to improve grain weight of wheat in the Yellow and Huai Rivers Valley.

Key words: common wheat, grain weight, cultivar group based on grain weight, average grain-filling rate

Table 1

Names, pedigrees and released years of the 14 cultivars investigated"

编号
Code		 品种
Cultivar		 系谱
Pedigree		 审定年份
Year released
1 周麦16 Zhoumai 16 豫麦21/周8425B Yumai 21/Zhou 8425B 2002
2 周麦18 Zhoumai 18 内乡185/豫麦21 Neixiang 185/Yumai 21 2004
3 良星99 Liangxing 99 稳千1号/鲁麦14//PH 85-16 Wenqian 1/Lumai 14//PH 85-16 2004
4 矮抗58 Aikang 58 周麦11//豫麦49/郑州8960 Zhoumai 11//Yumai 49/Zhengzhou 8960 2005
5 郑麦366 Zhengmai 366 豫麦2/百泉 3199 Yumai 2/Baiquan 3199 2005
6 济麦22 Jimai 22 935024/935106 2006
7 良星66 Liangxing 66 济91102/济麦19 Ji 91102/Jimai 19 2008
8 周麦27 Zhoumai 27 周麦16/矮抗58 Zhoumai 16/Aikang 58 2011
9 丰德存麦1号 Fengdecunmai 1 周9811/矮抗58 Zhou 9811/Aikang 58 2011
10 中麦895 Zhongmai 895 周麦16/荔垦4号 Zhoumai 16/Liken 4 2012
11 中麦875 Zhongmai 875 周麦16/荔垦4号 Zhoumai 16/Liken 4 2014
12 中麦871 Zhongmai 871 周麦16/荔垦4号 Zhoumai 16/Liken 4 /
13 中麦140 Zhongmai 140 良星99/矮抗58 Liangxing 99/Aikang 58 /
14 荔垦4号 Liken 4 未知 Unknown /

Table 2

Mean and variation of thousand-grain weight (TGW) and grain-filling parameters of the 14 cultivars investigated"

灌浆参数
Grain-filling parameter		 均值
Mean		 总变异区间
Range of total variation		 品种间变异区间
Range of cultivar variation		 年份间变异
Range of year variation
千粒重 TGW (g) 47.2 38.3-59.1 41.8-53.8 45.2-51.1
平均灌浆持续时间 T (d) 38.4 34.0-43.0 36.3-40.3 36.6-41.6
平均灌浆速率 Ra (mg grain-1 d-1) 1.28 1.07-1.57 1.15-1.50 1.25-1.31
最大灌浆速率到达时间 Tmax (d) 19.0 14.9-22.2 18.0-19.8 16.8-21.0
最大灌浆速率 Rmax (mg grain-1 d-1) 2.30 1.72-2.87 1.94-2.63 2.23-2.38
渐增期持续时间 T1 (d) 11.9 9.2-14.2 11.3-12.4 10.4-13.2
渐增期灌浆速率 R1 (mg grain-1 d-1) 0.88 0.72-1.09 0.78-1.02 0.84-0.93
渐增期增重量 W1 (mg grain-1) 10.4 8.0-13.6 9.2-12.1 9.7-11.5
快增期持续时间 T2 (d) 14.2 9.9-18.3 12.7-15.5 12.7-15.7
快增期灌浆速率 R2 (mg grain-1 d-1) 2.02 1.51-2.52 1.70-2.31 1.96-2.08
快增期增重量 W2 (mg grain-1) 28.5 21.9-37.2 25.2-33.3 26.4-31.4
缓增期持续时间 T3 (d) 12.3 9.0-15.9 11.1-13.9 10.8-13.4
缓增期灌浆速率 R3 (mg grain-1 d-1) 0.86 0.53-1.26 0.69-1.10 0.73-0.95
缓增期增重量 W3 (mg grain-1) 10.4 8.0-13.6 9.2-12.1 9.7-11.5

Table 3

Analysis of variance for TGW and grain-filling parameters of the 14 cultivars"

Fig. 1

Grain-filling rate curve of different grain-weight wheat cultivars"

Table 4

Grain-filling parameters in different grain-weight cultivars"

籽粒灌浆特征参数
Grain-filling parameter		 高粒重品种
High grain weight cultivar		 中等粒重品种
Medium grain weight cultivar		 低粒重品种
Low grain weight cultivar
千粒重 TGW (g) 56.5 a 50.0 b 45.1 c
平均灌浆持续时间 T (d) 38.2 a 39.0 a 38.0 a
平均灌浆速率 Ra (mg grain-1 d-1) 1.48 a 1.28 b 1.19 c
最大灌浆速率 Rmax (mg grain-1 d-1) 2.59 a 2.29 b 2.16 c
最大灌浆速率到达时间 Tmax (d) 19.4 a 19.3 a 18.5 b
渐增期持续时间 T1 (d) 12.1 a 12.0 a 11.6 a
渐增期灌浆速率 R1 (mg grain-1 d-1) 0.99 a 0.88 b 0.82 c
渐增期增重量 W1 (mg grain-1) 11.9 a 10.6 b 9.5 c
快增期持续时间 T2 (d) 14.1 a 14.4 a 13.9 a
快增期灌浆速率 R2 (mg grain-1 d-1) 2.27 a 2.00 b 1.89 c
快增期增重量 W2 (mg grain-1) 32.6 a 28.9 b 26.1 c
缓增期持续时间 T3 (d) 11.7 a 12.5 a 12.5 a
缓增期灌浆速率 R3 (mg grain-1 d-1) 1.05 a 0.85 b 0.78 c
缓增期增重量 W3 (mg grain-1) 11.9 a 10.6 b 9.5 c

Fig. 2

Linear regressions between thousand-grain weight and grain-filling rate A: grain-filling rate in the fast increase period; B: average grain-filling rate."

Table 5

Correlation coefficients between thousand-grain weight and grain-filling parameters"

参数
Parameter		 T Ra Tmax Rmax T1 R1 W1 T2 R2 W2 T3 R3 W3
TGW 0.03 0.90*** 0.42 0.87*** 0.46 0.85*** 0.97*** 0.23 0.97*** 0.97*** -0.40 0.86*** 0.97***
T -0.13 0.67** -0.21 0.55* -0.04 0.13 0.56* -0.21 0.13 0.36 -0.08 0.13
Ra 0.40 0.87*** 0.43 0.96*** 0.97*** 0.23 0.87*** 0.97*** -0.57* 0.94*** 0.97***
Tmax 0.07 0.80*** 0.38 0.57* 0.85*** 0.07 0.57* -0.42 0.57* 0.57*
Rmax 0.37 0.81*** 0.82*** -0.22 0.97*** 0.82*** -0.19 0.67** 0.82***
T1 0.30 0.57* 0.37 0.37 0.57* -0.17 0.46 0.57*
R1 0.95*** 0.32 0.81** 0.95*** -0.51 0.91*** 0.95***
W1 0.38 0.82*** 0.99*** -0.47 0.92*** 0.99***
T2 -0.22 0.38 -0.51 0.48 0.38
R2 0.82*** -0.19 0.67** 0.82***
W2 -0.48 0.92*** 0.99***
T3 -0.78** -0.47
R3 0.92***
[1] 茹振钢, 冯素伟, 李淦. 黄淮麦区小麦品种的高产潜力与实现途径. 中国农业科学, 2015, 48: 3388-3393
Ru Z G, Feng S W, Li G.High yield potential and effective ways of wheat in Yellow and Huai River Valley Facultative Winter Wheat Region.Sci Agric Sin, 2015, 48: 3388-3393 (in Chinese with English abstract)
[2] Zhou Y, He Z H, Sui X X, Xia X C, Zhang X K, Zhang G S.Genetic improvement of grain yield and associated traits in the Northern China Winter Wheat Region from 1960 to 2000.Crop Sci, 2007, 47: 245-253
[3] Gao F M, Ma D Y, Yin G H, Rashieed A, Dong Y, Xiao Y G, Xia X C, Wu X X, He Z H.Genetic progress in grain yield and physiological traits in Chinese wheat cultivars of southern Yellow and Huai Valley Winter Wheat Zone since 1950.Crop Sci, 2017, 57: 760-773
[4] 肖世和, 何中虎. 小麦产量潜力和品质的改良. 见: 庄巧生. 中国小麦品种改良及系谱分析. 北京: 中国农业出版社, 2003. pp 497-542
Xiao S H, He Z H.Wheat yield and end use quality improvement in China. In: Zhuang Q S, ed. Chinese Wheat Improvement and Pedigree Analysis. Beijing: China Agriculture Press, 2003. pp 497-542 (in Chinese)
[5] Wang Y Q, Hao C Y, Zheng J, Ge H M, Zhou Y, Ma Z Q, Zhang X Y.A haplotype block associated with thousand kernel weight on chromosome 5DS in common wheat (Triticum aestivum L.). J Integr Plant Biol, 2015, 57: 662-672
[6] Huang X Q, Coster H, M. Ganal W, Röder M S. Advanced backcross QTL analysis for the identification of quantitative trait loci alleles from wild relatives of wheat (Triticum aestivum L.). Theor Appl Genet, 2003, 106: 1379-1389
[7] Elouafi I, Nachit M M.A genetic linkage map of the Durum×Triticum dicoccoides backcross population based on SSRs and AFLP markers, and QTL analysis for milling traits. Theor Appl Genet, 2004, 108: 401-413
[8] Quarrie S A, Steed A, Calestani C, Semikhodskii A, Lebreton C, Chinoy C, Steele N, Pljevljakusić D, Waterman E.A high-density genetic map of hexaploid wheat (Triticum aestivum L.) from the cross Chinese Spring × SQ1 and its use to compare QTLs for grain yield across a range of environments. Theor Appl Genet, 2005, 110: 865-880
[9] Ma D Y, Yan J, He Z H, Wu L, Xia X C.Characterization of a cell wall invertase geneTaCwi-A1 on common wheat chromosome 2A and development of functional markers. Mol Breed, 2010, 29: 43-52
[10] Su Z Q, Hao C Y, Wang L F, Dong Y C, Zhang X Y.Identification and development of a functional marker ofTaGW2 associated with grain weight in bread wheat(Triticum aestivum L.). Theor Appl Genet, 2011, 122: 211-223
[11] Jiang Q Y, Hou J, Hao C Y, Wang L F, Ge H M, Dong Y S. Zhang X Y.The wheat (T. aestivum) sucrose synthase 2 gene(TaSus2) active in endosperm development is associated with yield traits. Funct Integr Genomics, 2011, 11: 49-61
[12] Zhang L, Zhao Y L, Gao L F, Zhao G Y, Zhou R H, Zhang B S, Jia J Z.TaCKX6-D1, the ortholog of rice OsCKXl, is associated with grain weight in hexaploid wheat. New Phytol, 2012, 195: 574-584
[13] Chang J Z, Zhang J N, Mao X G, Li A, Jia J Z, Jing R L.Polymorphism ofTaSAPl-Al and its association with agronomic traits in wheat. Planta, 2013, 237: 1495-1508
[14] Guo Y, Sun J, Zhang G, Wang Y, Kong F, Zhao Y, Li S.Haplotype, molecular marker and phenotype effects associated with mineral nutrient and grain size traits ofTaGS1a in wheat. Field Crops Res, 2013, 154: 119-125
[15] Zhang Y J, Liu J D, Xia X C, He Z H.TaGS-D1, an ortholog of rice OsGS3, is associated with grain weight and grain length in common wheat. Mol Breed, 2014, 34: 1097-1107
[16] Dong L, Wang F, Liu T, Dong Z, Li A, Jing R, Mao L, Li Y, Liu X, Zhang K, Wang D.Natural variation ofTaGASR7-A1 affects grain length in common wheat under multiple cultivation conditions. Mol Breed, 2014, 34: 937-947
[17] Ma L, Li T, Hao C, Wang Y, Chen X, Zhang X.TaGS5-3A, a grain size gene selected during wheat improvement for larger kernel and yield. Plant Biotech J, 2016, 14: 1269-1280
[18] Yue A Q, Li A, Mao X G, Chang X P, Li R Z, Jing R L.Identification and development of a functional marker from6-SFT-A2 associated with grain weight in wheat. Mol Breed, 2015, 35: 63
[19] Dngid S D, Brule-Babel A L. Rate and duration of grain filling in five spring wheat (Triticum aestivum L.) genotypes. Can J Plant Sci, 1994, 74: 681-686
[20] Saini H S, Westgate M E.Reproductive development in grain crops during drought.Adv Agron, 1999, 68: 59-96
[21] Zahedi M, Jenner C F.Analysis of effects in wheat of high temperature on grain filling attributes estimated from mathematical models of grain filling.J Agric Sci, 2003, 141: 203-212
[22] Yang J C, Zhang J H.Grain filling of cereals under soil drying.New Phytol, 2006, 169: 223-236
[23] Kamaluddin, Singh R M, Abdin M Z, Khan M A, Alam T, Kham S, Prasad L C, Joshi A K. Inheritance of grain filling duration in spring wheat (Triticum aestivum L. em Thell). J Plant Biol, 2007, 50: 504-507
[24] Wong L S L, Baker R J. Selection for time to maturity in spring wheat.Crop Sci, 1986, 26: 1171-1175
[25] Talbert L E, Lanning S P, Murphy R L, Martin J M.Grain fill duration in twelve hard red spring wheat crosses: genetic variation and association with other agronomic traits.Crop Sci, 2001, 41: 1390-1395
[26] 吴晓丽, 汤永禄, 李朝苏, 吴春, 黄钢, 马蓉. 四川盆地小麦籽粒的灌浆特性. 作物学报, 2014, 40: 337-345
Wu X L, Tang Y L, Li C S, Wu C, Huang G, Ma R.Characteristics of grain filling in wheat growing in Sichuan basin.Acta Agron Sin, 2014, 40: 337-345 (in Chinese with English abstract)
[27] Dias A S, Lidon F C.Evaluation of grain filling rate and duration in bread and durum wheat, under heat stress after anthesis.J Agron Crop Sci, 2009, 195: 137-147
[28] Motzo R, Giunta F, Pruneddu G.The response of rate and duration of grain filling to long-term selection for yield in Italian durum wheats.Crop Pasture Sci, 2010, 61: 162-169
[29] 曾浙荣, 庞家智, 周桂英, 赵双宁, 曹梅林. 我国北部冬麦区小麦品种籽粒灌浆特性的研究. 作物学报, 1996, 22: 720-728
Zeng Z R, Pang J Z, Zhou G Y, Zhao S N, Cao M L.Grain filling properties of winter wheat varieties in northern part of China. Acta Agron Sin, 1996, 22: 720-728 (in Chinese with English abstract)
[30] 吴少辉, 段国辉, 高海涛, 张学品, 温红霞, 余四平, 马飞. 黄淮麦区水、旱生态型小麦籽粒灌浆进程研究. 麦类作物学报, 2009, 29: 1015-1021
Wu S H, Duan G H, Gao H T, Zhang X P, Wen H X, Yu S P, Ma F.Research on wheat grain filling process of water and dryland ecological types of wheat in Huang-Huai area.J Triticeae Crops, 2009, 29: 1015-1021 (in Chinese with English abstract)
[31] 王瑞霞, 张秀英, 伍玲, 王瑞, 海林, 闫长生, 游光霞, 肖世和. 不同生态环境条件下小麦籽粒灌浆速率及千粒重QTL分析. 作物学报, 2008, 34: 1750-1756
Wang R X, Zhang X Y, Wu L, Wang R, Hai L, Yan C S, You G X, Xiao S H.QTL mapping for grain filling rate and thousand-grain weight in different ecological environments in wheat.Acta Agron Sin, 2008, 34: 1750-1756 (in Chinese with English abstract)
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