Scientia Agricultura Sinica ›› 2020, Vol. 53 ›› Issue (21): 4485-4496.doi: 10.3864/j.issn.0578-1752.2020.21.016

• HORTICULTURE • Previous Articles     Next Articles

Pedigree Analysis and Breeding Inspiration of Apple Cultivars in China

DONG ZhiDan1(),SONG ShangWei1(),SONG ChunHui1,ZHENG XianBo1,JIAO Jian1,WANG MiaoMiao1,YAN ZhenLi2,ZHANG RuiPing2,BAI TuanHui1()   

  1. 1College of Horticulture, Henan Agricultural University, Zhengzhou 450002
    2Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences, Zhengzhou 450009
  • Received:2020-05-19 Accepted:2020-08-19 Online:2020-11-01 Published:2020-11-11
  • Contact: TuanHui BAI E-mail:zhidandong@163.com;songshw95@163.com;tuanhuibai88@163.com

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Abstract:

In order to comprehensively summarize the apple breeding achievements in the past 70 years since the founding of the People’s Republic of China, the information on the parent composition, parent selection and characteristics of 273 apple cultivars (excluding rootstock) in China from 1951 to 2019 were collected and systematically analyzed, and the pedigree diagram of these cultivars was drawn. Among 273 apple cultivars, most were obtained by hybridization (145, 53.11%), followed by bud sports (111, 40.65%), seedling selection (15, 5.50%) and mutation (2, 0.73%). According to the skin color, the cultivars with red skin were the most (240, 87.91%), the number of green and yellow skin were 19 (6.96%) and 14 (5.13%), respectively. According to the average fruit mass, the percentages of big size (≥200 g), middle size (100-200 g) and small size (≥100 g) fruits were 57.14%, 35.53% and 7.73%, respectively. The percentages of the early, middle and late maturity were 24.54%, 32.97% and 42.49%, respectively. Among the 273 apple cultivars, 83 (30.40%) were long-storage, 78 (28.57%) cold-resistant, 34 (12.45%) spur-type, 8 (2.93%) columnar and 4 (1.47%) red-flesh cultivars. 262 apple cultivars with known parents were bred from 103 parents, including 3 local, 63 abroad and 37 derived cultivars. Pedigree analysis revealed that Fuji, Golden Delicious, Delicious and Gala were backbone parents used for apple breeding, with 104, 64, 36 and 24 cultivars, respectively. Hybridization and bud mutation were the main methods to apple breeding and the combinations with both parents from different geographical area or having great botanical characteristic difference always had strong heterosis. On the basis of these, the problems in apple breeding were analyzed, and the application of biotechnology in pedigree analysis was also prospected. This paper provided a useful reference for making the breeding plan and selecting parents of apple in the future.

Key words: apple, released variety, pedigree analysis, parental selection, backbone parents

Table 1

Quantitative statistics of apple cultivars cultivated in China through different breeding methods"

父母本来源
Parental
information		 育种方式
Breeding method		 品种数量 Number of varieties 小计
Total
审定
Approval		 鉴定
Identification		 认定
Examination		 品权
Right		 登记
Registration		 备案
Record		 其他
Other
清楚
Known


 杂交 Cross breeding 70 35 0 5 12 13 10 145
芽变Bud sport breeding 50 24 2 0 24 1 4 105
实生 Seedling selection 6 2 0 0 0 0 2 10
诱变Mutation breeding 1 0 0 0 0 0 1 2
小计 Total 127 61 2 5 36 14 17 262
不清楚
Unknown		 杂交 Cross breeding 0 0 0 0 0 0 0 0
芽变Bud sport breeding 0 2 0 0 3 1 0 6
实生 Seedling selection 1 2 0 0 1 0 1 5
诱变 Mutation breeding 0 0 0 0 0 0 0 0
小计 Total 1 4 0 0 4 1 1 11

Table 2

The generation distribution of 262 Chinese apple cultivars with known parents"

育种方式
Breeding method		 第1代 First generation 第2代 Second generation 第3代 Third generation 小计 Total
数量Number % 数量Number % 数量Number % 数量Number %
杂交 Cross breeding 98 37.40 44 16.79 3 1.15 145 55.34
芽变Bud sport breeding 86 32.82 19 7.25 0 0.00 105 40.08
实生 Seedling selection 10 3.82 0 0.00 0 0.00 10 3.82
诱变 Mutation breeding 1 0.38 1 0.38 0 0.00 2 0.76
小计 Total 195 74.43 64 24.43 3 1.15 262 100.00

Table 3

Statistical analysis of maturity, pericarp color and fruit weight of 273 apple cultivars in China from 1951 to 2019"

育种方式
Breeding method		 成熟期Maturity 果皮颜色Pericarp color 单果重Fruit weight
早熟
Early		 中熟
Medium		 晚熟
Late		 红
Red		 黄
Yellow		 绿
Green		 大
Big		 中
Medium		 小
Small
杂交Cross 44 57 44 120 11 14 62 66 17
芽变Bud sport 18 29 64 109 0 2 88 20 3
实生Seedling 5 3 7 10 3 2 5 10 0
诱变Mutation 0 1 1 1 0 1 1 1 0
小计Total 67 90 116 240 14 19 156 97 20
百分比 Percentage (%) 24.54 32.97 42.49 87.91 5.13 6.96 57.14 35.53 7.33

Table 4

Statistical analysis of cold resistance, storabillity and tree shape of 273 apple cultivars bred in China from 1951 to 2019"

育种方式 Breeding method 耐贮藏 Storability 抗寒 Cold resistant 短枝型 Spur-type 柱型 Columnar 红肉 Red flesh
杂交Cross 52 57 3 8 4
芽变Bud sport 25 20 30 0 0
实生Seeding 5 1 0 0 0
诱变Mutation 1 0 1 0 0
小计Total 83 78 34 8 4
百分比 Percentage (%) 30.40 28.57 12.45 2.93 1.47

Table 5

First generation numbers of apple cultivars derived from important original ancestors"

原始品种来源
The sources of final ancestor		 原始品种名称
Name of final ancestors		 衍生出的第一代品种数
First generation number of apple variety
中国地方品种
Local varieties in China		 东光 Dongguang 8
鸡冠 Jiguan 3
花红 Huahong 1
国外品种
Cultivated varieties of foreign Country		 金冠 Golden Delicious 42
富士 Fuji 37
长富2号 Changfu 2 29
特拉蒙 Telamon 15
元帅 Delicious 14
国光 Ralls 13
红星 Starking Delicious 12
红玉 Jonathan 11
嘎拉 Gala 10
皇家嘎拉 Royal Gala 7
新红星Starkrimson Delicious 6
惠 Megumi 6
铃铛果 Lingdangguo 5
美八 Meiba 5
祝光 American Summer 5
国内外衍生品种
Derived varieties at home and abroad		 秦冠 Qinguan 7
华富 Huafu 5
金红 Jinhong 5
烟富3号 Yanfu 3 5
华冠 Huaguan 4
紫红1号（CSR6R6）Zihong 1 3
寒富Hanfu 3
玉华早富Yuhuazaofu 3
辽伏Liaofu 3
秋红Qiuhong 3

Table 6

Source of parents and parental combinations of apple cultivars bred in China"

亲本来源国家 Country of parents 组合 Combination 数量 Number 百分率 Percentage (%)
相同Same 中国品种×中国品种 China varieties×China varieties 11 7.80
外国品种×外国品种Foreign varieties×Foreign varieties 82 58.16
小计Total 93 65.96
不相同Different 中国品种×外国品种China varieties×Foreign varieties 21 14.89
外国品种×中国品种Foreign varieties×China varieties 27 19.14
小计Total 48 34.04

Fig. 1

Pedigree of parents Fuji and derivative cultivars"

Fig. 2

Pedigree of parents Golden Delicious and derivative cultivars"

Fig. 3

Pedigree of parents Delicious and derivative cultivars"

Fig. 4

Pedigree of parents Gala and derivative cultivars"

[1] 丛佩华, 张彩霞, 韩晓蕾, 田义, 张利义, 李武兴. 我国苹果育种研究现状及展望. 中国果树, 2018(6):1-5.
CONG P H, ZHANG C X, HAN X L, TIAN Y, ZHANG L Y, LI W X. Current research situation and prospect of apple breeding in China. China Fruits, 2018(6):1-5. (in Chinese)
[2] 邓秀新, 王力荣, 李绍华, 张绍铃, 张志宏, 丛佩华, 易干军, 陈学森, 陈厚彬, 钟彩虹. 果树育种40年回顾与展望. 果树学报, 2019,36(4):514-520.
DENG X X, WANG L R, LI S H, ZHANG S L, ZHANG Z H, CONG P H, YI G J, CHEN X S, CHEN H B, ZHONG C H. Retrospection and prospect of fruit breeding for last four decades in China. Journal of Fruit Science, 2019,36(4):514-520. (in Chinese)
[3] 陈学森, 张晶, 刘大亮, 冀晓昊, 张宗营, 张芮, 毛志泉, 张艳敏, 王立霞, 李敏. 新疆红肉苹果杂种一代的遗传变异及功能型苹果优株评价. 中国农业科学, 2014,47(11):2193-2204.
CHEN X S, ZHANG J, LIU D L, JI X H, ZHANG Z Y, ZHANG R, MAO Z Q, ZHANG Y M, WANG L X, LI M. Genetic variation of F1 population betweenMalus sieversii f. neidzwetzkyana and apple varieties and evaluation on fruit characters of functional apple excellent strains. Scientia Agricultura Sinica, 2014,47(11):2193-2204. (in Chinese)
[4] 冯婷婷, 周志钦. 栽培苹果起源研究进展. 果树学报, 2007,24(2):199-203.
FENG T T, ZHOU Z Q. Advances in research of the origin of cultivated apple. Journal of Fruit Science, 2007,24(2):199-203. (in Chinese)
[5] 赵海娟, 刘威生, 刘宁, 张玉萍, 章秋平, 刘硕. 普通杏(Armeniaca vulgaris)种质资源数量性状的遗传多样性分析. 果树学报, 2014,31(1):20-29.
ZHAO H J, LIU W S, LIU N, ZHANG Y P, ZHANG Q P, LIU S. Genetic diversity analysis for the quantitative traits of common apricot (Prunus armeniaca) germplasm. Journal of Fruit Science, 2014,31(1):20-29. (in Chinese)
[6] 张绍铃, 钱铭, 殷豪, 李秀根, 吴俊, 齐开杰, 吴潇. 中国育成的梨品种 (系) 系谱分析. 园艺学报, 2018,45(12):2291-2307.
ZHANG S L, QIAN M, YIN H, LI X G, WU J, QI K J, WU X. Pedigree analysis of pear varieties (lines) bred in China. Acta Horticulturae Sinica, 2018,45(12):2291-2307. (in Chinese)
[7] 孟聚星, 姜建福, 张国海, 孙海生, 樊秀彩, 张颖, 吴久赟, 刘崇怀. 我国育成的葡萄新品种系谱分析. 果树学报, 2017,34(4):393-409.
MENG J X, JIANG J F, ZHANG G H, SUN H S, FAN X C, ZHANG Y, WU J Y, LIU C H. Pedigree analysis of grape cultivars released in China. Journal of Fruit Science, 2017,34(4):393-409. (in Chinese)
[8] 常琳琳, 董静, 钟传飞, 孙健, 孙瑞, 石琨, 王桂霞, 张运涛. 中国育成草莓品种的系谱分析. 果树学报, 2018,35(2):158-167.
CHANG L L, DONG J, ZHONG C F, SUN J, SUN R, SHI K, WANG G X, ZHANG Y T. Pedigree analysis of strawberry cultivars released in China. Journal of Fruit Science, 2018,35(2):158-167. (in Chinese)
[9] 辛培刚, 相法国, 陈学森, 沈向, 武装. 我国苹果品种溯源、演化及亲缘分类. 果树科学, 1996(S1):93-110.
XIN P G, XIANG F G, CHEN X S, SHEN X, WU Z. Apple variety traceability, evolution and phylogenetic classification in China. Journal of Fruit Science, 1996(S1):93-110. (in Chinese)
[10] 丛佩华, 韩振海, 伊凯, 赵政阳, 过国南, 马峰旺, 戴洪义. 中国苹果品种. 北京: 中国农业出版社, 2015.
CONG P H, HAN Z H, YI K, ZHAO Z Y, GUO G N, MA F W, DAI H Y. Chinese Apple Varieties. . Beijing: China Agriculture Press, 2015. (in Chinese)
[11] 陆秋农, 贾定贤. 中国果树志•苹果卷. 北京: 中国农业科技出版社, 中国林业出版社, 1999.
LU Q N, JIA D X. China Fruit Tree ∙ Apple Roll. Beijing: China Agricultural Science and Technology Press, China Forestry Press, 1999. (in Chinese)
[12] 王庆彪, 方智远, 杨丽梅, 庄木, 张扬勇, 刘玉梅, 孙培田, 吕红豪. 中国甘蓝育成品种系谱分析. 园艺学报, 2013,40(5):869-886.
WANG Q B, FANG Z Y, YANG L M, ZHUANG M, ZHANG Y Y, LIU Y M, SUN P T, LÜ H H. Survey and pedigree analysis of cabbage varieties released in China. Acta Horticulturae Sinica, 2013,40(5):869-886. (in Chinese)
[13] 王宇霖, 张顺妮, 过国南, 阎淑芝, 郭兆年, 潘兴, 李献华. 苹果新品种‘华冠’ ‘华帅’培育研究报告. 果树科学, 1990,7(1):1-6.
WANG Y L, ZHANG S N, GUO G N, YAN S Z, GUO Z N, PAN X, LI X H. Breeding report on apple new apple variety ‘Huaguan’ and ‘Huashuai’. Journal of Fruit Science, 1990,7(1):1-6. (in Chinese)
[14] 傅润民. 苹果新品种秦冠的发明. 陕西农业科学, 1989(4):8.
FU R M. The invention of a new apple variety ‘Qin Guan’. Shaanxi Journal of Agricultural Sciences, 1989(4):8. (in Chinese)
[15] 王宇霖. 关于我国苹果育种研究工作的几点想法. 果树学报, 2008,25(3):559-565.
WANG Y L. Some ideas about the apple breeding in China. Journal of Fruit Science, 2008,25(3):559-565. (in Chinese)
[16] 祝军, 戴洪义. 12个苹果新品种简介. 中国果树, 2004(6):7-8.
ZHU J, DAI H Y. Brief introduction of twelve new apple cultivars. China Fruits, 2004(6):7-8. (in Chinese)
[17] 王楠, 刘文军, 王意程, 许海峰, 房鸿成, 杨官显. 高类黄酮苹果新品种‘美红’. 园艺学报, 2018,45(S2):16-17.
WANG N, LIU W J, WANG Y C, XU H F, FANG H C, YANG G X. A new high-flavonoid apple cultivar ‘Meihong’. Acta Horticulturae Sinic, 2018,45(S2):16-17. (in Chinese)
[18] 王楠, 岳璇璇, 许海峰, 张静, 苏梦雨, 杨官显, 刘文军, 张宗营, 陈学森. 加工型高类黄酮苹果新品种‘满红’. 高类黄酮苹果新品种‘福红’. 园艺学报, 2018,45(S2):2703-2704.
WANG N, YUE X X, XU H F, ZHANG J, SU M Y, YANG G X, LIU W J, ZHANG Z Y, CHEN X S. A new high-flavonoid apple cultivar ‘Manhong’. Acta Horticulturae Sinica, 2018,45(S2):2703-2704. (in Chinese)
[19] 王楠, 杨官显, 王意程, 许海峰, 房鸿成, 刘文军. 高类黄酮苹果新品种‘福红’. 园艺学报, 2018,45(S2):2705-2706.
WANG N, YANG G X, WANG Y C, XU H F, FANG H C, LIU W J. A new high-flavonoid apple cultivar ‘Fuhong’. Acta Horticulturae Sinica, 2018,45(S2):2705-2706. (in Chinese)
[20] 翟衡, 史大川, 束怀瑞. 我国苹果产业发展现状与趋势. 果树学报, 2007,24(3):355-360.
ZHAI H, SHI D C, SHU H R. Current status and developing trend of apple industry in China. Journal of Fruit Science, 2007,24(3):355-360. (in Chinese)
[21] 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.
ZHUANG Q S. Improvement and Pedigree of China Wheat Varieties. Beijing: China Agriculture Press, 2003. (in Chinese)
[22] 刘红艳, 周芳, 赵应忠. 中国芝麻育成品种的系谱分析. 中国油料作物学报, 2015,37(3):411-426.
LIU H Y, ZHOU F, ZHAO Y Z. Pedigree analysis of sesame cultivars released in China. Chinese Journal of Oil Crop Sciences, 2015,37(3):411-426. (in Chinese)
[23] 程存刚, 赵德英, 宣景宏. 对我国苹果品种发展的几点建议. 北方果树, 2015(3):52-53.
CHENG C G, ZHAO D Y, XUAN J H. Suggestions on the development of apple varieties in China. Northern Fruits, 2015(3):52-53. (in Chinese)
[24] 安国宁, 曲健禄, 王洪飞, 丁立臻. 富士系苹果品种家族介绍. 北京农业, 1995(7):25-26.
AN G N, QU J L, WANG H F, DING L Z. Introduction to Fuji apple family. Beijing Agriculture, 1995(7):25-26. (in Chinese)
[25] 张运涛, 王同坤. 21世纪的苹果品种-金冠家系. 世界农业, 1994(10):30-31.
ZHANG Y T, WANG T K. The 21st century apple variety-Golden Delicious family. World Agriculture, 1994(10):30-31. (in Chinese)
[26] 杨有龙. 美国元帅系苹果品种(系)介绍. 北方果树, 1987(Z1):84-88.
YANG Y L. Introduction of apple varieties (lines) of Red Delicious line in the United States. Northern Fruits, 1987(Z1):84-88. (in Chinese)
[27] 姜恩松. 皇家嘎拉苹果简介. 北方果树, 1998(3):41.
JIANG E S. Introduction to Royal Gala apple. Northern Fruits, 1998(3):41. (in Chinese)
[28] 刘凤之, 王昆, 曹玉芬, 高源, 龚欣. 我国苹果种质资源研究现状与展望. 果树学报, 2006,23(6):865-870.
LIU F Z, WANG K, CAO Y F, GAO Y, GONG X. Advances and prospect in research on apple germplasm resources in China. Journal of Fruit Science, 2006,23(6):865-870. (in Chinese)
[29] 王金政, 毛志泉, 丛佩华, 吕德国, 马锋旺, 任小林, 束怀瑞, 李保华, 郭玉蓉, 郝玉金, 姜远茂, 张新忠, 杨欣, 曹克强, 赵政阳, 韩振海, 霍学喜, 魏钦平. 新中国果树科学研究70年-苹果. 果树学报, 2019,36(10):1255-1263.
WANG J Z, MAO Z Q, CONG P H, LÜ D G, MA F W, REN X L, SHU H R, LI B H, GUO Y R, HAO Y J, JIANG Y M, ZHANG X Z, YANG X, CAO K Q, ZHAO Z Y, HAN Z H, HUO X X, WEI Q P. Fruit scientific research in New China in the past 70 years: Apple. Journal of Fruit Science, 2019,36(10):1255-1263. (in Chinese)
[30] LARSEN B, TOLDAM-ANDERSEN T B, PEDERSEN C, ØRGAARD M. Unravelling genetic diversity and cultivar parentage in the Danish apple gene bank collection. Tree Genetics and Genomes, 2017,13:14.
[31] HOWARD N P, ERIC V D W, TILLMAN J, TONG C B S, SILVERSTEIN K A T, LUBY J J. Two QTL characterized for soft scald and soggy breakdown in apple (Malus × domestica) through pedigree-based analysis of a large population of interconnected families. Tree Genetics and Genomes, 2018,14:2.
[32] SALVI S, MICHELETTI D, MAGNAGO P, FONTANARI M, VIOLA R, PINDO M, VELASCO R. One-step reconstruction of multi-generation pedigree networks in apple (Malus×domestica Borkh.) and the parentage of Golden Delicious. Molecular Breeding, 2014,34:511-524.
[33] MORIYA S, IWANAMI H, OKADA K, YAMAMOTO T, ABE K. A practical method for apple cultivar identification and parent-offspring analysis using simple sequence repeat markers. Euphytica, 2011,177:135-150.
[34] HOWARD N P, ERIC V D W, BEDFORD D S, PEACE C P, VANDERZANDE S, CLARK M D, SOON LI TEH, CAI L, LUBY J J. Elucidation of the ‘Honeycrisp’ pedigree through haplotype analysis with a multi-family integrated SNP linkage map and a large apple (Malus× domestica) pedigree-connected SNP data set. Horticulture Research, 2017,4:17003.
pmid: 28243452
[35] BAUMGARTNER I O, KELLERHALS M, COSTA F, DONDINI L, PAGLIARANI G, GREGORI R, TARTARINI S, LEUMANN L, LAURENS F, PATOCCHI A. Development of SNP-based assays for disease resistance and fruit quality traits in apple (Malus × domestica Borkh.) and validation in breeding pilot studies. Tree Genetics and Genomes, 2016,12:35.
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