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Acta Agronomica Sinica ›› 2018, Vol. 44 ›› Issue (7): 956-965.doi: 10.3724/SP.J.1006.2018.00956

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

Construction of DNA Fingerprinting for Brassica napus Varieties Based on SNP Chip

Ren-Xin ZHAO1,Sen-Ye LI1,Rui-Xing GUO2,Xin-Hua ZENG2,Jing WEN1,Chao-Zhi MA1,Jin-Xiong SHEN1,Jin-Xing TU1,Ting-Dong FU1,Bin YI1,*()   

  1. 1 National Key Laboratory of Crop Genetic Improvement, College of Plant Science and Technology, Huazhong Agricultural University, Wuhan 430000, Hubei, China
    2 Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430062, Hubei, China
  • Received:2017-11-29 Accepted:2018-03-26 Online:2018-07-10 Published:2018-04-16
  • Contact: Bin YI E-mail:yibin@mail.hzau.edu.cn
  • Supported by:
    This study was supported by the National Key Research and Development Program of China (2017YFD0102000) and the Fundamental Research Funds for the Central Universities (2662016PY063).

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Abstract:

Using the Brassica 60K Infinium SNP (single nucleotide polymorphism) array, a total of 52 157 SNP markers were obtained by genotyping 33 annual test varieties in 2015-2016 and 187 varieties in 2016-2017. A total of 5374 high quality SNPs were retained after removing SNPs with AA or BB frequency = 0, main gene frequency < 0.80, secondary gene frequency < 0.05, sample loss rate > 0.50, or SNPs that did not show clearly defined clusters. The mean PIC (polymorphism information content) value of selected 5374 markers was 0.27, SNPs with the PIC value >0.25 accounted for 55.94% of total number. Among 5374 SNPs, 5143 corresponded to the A1-A10 and C1-C9 linkage groups, and covered the rapeseed genome. We analyzed 5374 SNPs from 224 samples with softwares like PowerMarker and MEGA, etc. The technical error of the SNP array was 0.36%, when comparing two replicates of eight samples. It was close to the 0.1% technical error announced by Illumina. The NJ (Neighbor- joining) cluster analysis revealed that 97.86% of the tested varieties had a similarity coefficient of less than 93%, 87.88% renewed varieties had a similarity coefficient of greater than 95%, which could be further used as criteria for the varietal specificity and the annual consistency assessment. The 5374 SNP markers screened in this study were highly polymorphic and evenly distributed in the rapeseed genome, and could be used for future variety identification and the construction of DNA fingerprinting.

Key words: Brassica napus, DNA fingerprinting, SNP, gene chip

Table 1

2016-2017 winter-type rapeseed varieties test name and number"

No. 品种 Variety No. 品种 Variety No. 品种 Variety
1 阳光151 Yangguang 151 41 油研26J5# Youyan 26J5 # 81 南油846 Nanyou 846
2 川油53 Chuanyou 53 42 华油杂18# Huayouza 18 # 82 华油杂12 (CK) Huayouza 12 (CK)
3 内油835# Neiyou 835 # 43 陕油1508 Shaanyou 1508 83 希望402 Xiwang 402
4 希望152# Xiwang 152 # 44 川油杂1701 Chuanyouza 1701 84 大地199 Dadi 199
5 渝油35 Yuyou 35 45 蓉油29 Rongyou 29 85 华169 Hua 169
6 黔油37 Qianyou 37 46 庆油1号 Qingyou 1 86 中油613 Zhongyou 613
7 德5油66# De 5 you 66 # 47 绵油30 Mianyou 30 87 陕油1309 Shaanyou 1309
8 云油杂29 Yunyouza 29 48 中双3370 Zhongshuang 3370 88 华油杂28 Huayouza 28
9 杂优16 Zayou 16 49 大地193 Dadi 193 89 湘杂油373 Xiangzayou 373
10 蓉油18 (CK) Rongyou 18 (CK) 50 阳光165 Yangguang 165 90 亚华油207 Yahuayou 207
11 川农油5号 Chuannongyou 5 51 汉油10号 Hanyou 10 91 德5油319 De 5 you 319
12 宜油29 Yiyou 29 52 希望122# Xiwang 122 # 92 秦荣5号# Qinrong 5 #
13 中油611 Zhongyou 611 53 2616 93 景油517 Jingyou 517
14 南油546 Nanyou 546 54 沣油643 Fengyou 643 94 大地192 Dadi 192
15 蓉油22# Rongyou 22 # 55 川油56 Chuanyou 56 95 宁杂601 Ningza 601
16 卓油17# Zhuoyou 17 # 56 渝油36 Yuyou 36 96 苏6006 Su 6006
17 大地78# Dadi 78 # 57 创油16 Chuangyou 16 97 希望131 Xiwang 131
18 汉油11 Hanyou 11 58 华油杂12 (CK) Huayouza 12 (CK) 98 宁杂108# Ningza 108 #
19 蓉油26 Rongyou 26 59 希望152 Xiwang 152 99 荣华油50 Ronghuayou 50
20 阳光161 Yangguang 161 60 中油619 Zhongyou 619 100 中油600 Zhongyou 600
21 内油543 Neiyou 543 61 阳光736 Yangguang 736 101 德徽油88# Dehuiyou 88 #
22 蓉油18 (CK) Rongyou 18 (CK) 62 华油杂703 Huayouza 703 102 川油57 Chuanyou 57
23 陕油2016 Shaanyou 2016 63 华协82 Huaxie 82 103 核杂22 Heza 22
24 豪油18 Haoyou 18 64 沣油306# Fengyou 306 # 104 浙油杂319# Zheyouza 319 #
25 希望209 Xiwang 209 65 西油6号 Xiyou 6 105 科乐油2号 Keleyou 2
26 川油55 Chuanyou 55 66 蓉油30 Rongyou 30 106 宁杂158 Ningza 158
27 南油646# Nanyou 646 # 67 豪油29 Haoyou 29 107 浙油杂108# Zheyouza 108 #
28 黔油32# Qianyou 32 # 68 景油599 Jingyou 599 108 宁杂118# Ningza 118 #
29 庆油8号# Qingyou 8 # 69 湘杂油352 Xiangzayou 352 109 杂优15# Zayou 15 #
30 D27x54 D27x54 70 华油杂12 (CK) Huayouza 12 (CK) 110 核杂19# Heza 19 #
31 黔油35 Qianyou 35 71 渝华3号 Yuhua 3 111 甲14F06 Jia 14F06
32 希望291 Xiwang 291 72 圣光128 Shengguang 128 112 华油杂704 Huayouza 704
33 绵油35 Mianyou 35 73 湘杂油512# Xiangzayou 512 # 113 创油17 Chuangyou 17
34 蓉油18 (CK) Rongyou 18 (CK) 74 华油杂653 Huayouza 653 114 合油杂4501 Heyouza 4501
35 SZ15128 SZ15128 75 金油杂158 Jinyouza 158 115 嘉油1427 Jiayou 1427
36 大地195 Dadi 195 76 中油159 Zhongyou 159 116 秦优29 Qinyou 29
37 兴油540 Xingyou 540 77 中油153 Zhongyou 153 117 金地油559# Jindiyou 559 #
38 黔油38 Qianyou 38 78 希望202 Xiwang 202 118 浙核杂1401# Zheheza 1401 #
39 华油杂28 Huayouza 28 79 兴油杂19 Xingyouza 19 119 华油杂29 Huayouza 29
40 孝油800# Xiaoyou 800 # 80 秦优1619 Qinyou 1619 120 湘杂油456 Xiangzayou 456

Table 1

Xu"

No. 品种 Variety No. 品种 Variety No. 品种 Variety
121 浙杂1314 Zheza 1314 145 陕油21 Shaanyou 21 169 中油735# Zhongyou 735 #
122 陕油98 Shaanyou 98 146 荣华油505 Ronghuayou 505 170 大地69# Dadi 69 #
123 秦荣6号 Qinrong 6 147 双油1503 Shuangyou 1503 171 华油杂701# Huayouza 701 #
124 金油杂6号 Jinyouza 6 148 陕油1603 Shaanyou 1603 172 沣油568# Fengyou 568 #
125 镇13S629 Zhen 13S629 149 荣密1号 Rongmi 1 173 中油607 Zhongyou 607
126 沪油杂19 Huyouza 19 150 陕油1609 Shaanyou 1609 174 华油杂644 Huayouza 644
127 豪油38 Haoyou 38 151 陕油1924 Shaanyou 1924 175 Z14-1
128 沣油640 Fengyou 640 152 荣华油18 Ronghuayou 18 176 希望759 Xiwang 759
129 合油杂555# Heyouza 555 # 153 兴油576 Xingyou 576 177 沣油112 Fengyou 112
130 浙油杂315# Zheyouza 315 # 154 陕油1617 Shaanyou 1617 178 湘油422 Xiangyou 422
131 庆油1号 Qingyou 1 155 运杂1302 Yunza 1302 179 大地190 Dadi 190
132 浙油杂413 Zheyouza 413 156 陕油1506 Shaanyou 1506 180 华油杂29 Huayouza 29
133 秦优99 Qinyou 99 157 秦优7号(CK) Qinyou 7 (CK) 181 圣光158# Shengguang 158 #
134 陕油1203 Shaanyou 1203 158 黔油早6号 Qianyouzao 6 182 秦优1618 Qinyou 1618
135 合油杂2501 Heyouza 2501 159 黔油早5号 Qianyouzao 5 183 陕油1609 Shaanyou 1609
136 天禾油17 Tianheyou 17 160 玉油1号 Yuyou 1 184 阳光161 Yangguang 161
137 圣光158# Shengguang 158 # 161 云油杂28 Yunyouza 28 185 中油153 Zhongyou 153
138 南油758# Nanyou 758 # 162 川早油2号 Chuanzaoyou 2 186 秦优10号(CK) Qinyou 10 (CK)
139 秦优30 Qinyou 30 163 Z14-1 187 青杂10号(CK) Qingza 10 (CK)
140 陕油1607 Shaanyou 1607 164 蓉早2号 Rongzao 2 188 蓉油29 Rongyou 29
141 陕油33 Shaanyou 33 165 华油杂651 Huayouza 651 189 杂优15# Zayou 15 #
142 秦优1699 Qinyou 1699 166 阳光131 Yangguang 131 190 秦优10号(CK) Qinyou 10 (CK)
143 秦优1618 Qinyou 1618 167 川早油1号 Chuanzaoyou 1 191 青杂10号(CK) Qingza 10 (CK)
144 陕油1606 Shaanyou 1606 168 大地112 Dadi 112

Fig. 1

Different patterns of clustering of AA, AB, and BB genotypes based on Genome Studio analysisA: SNPs did not show three clearly defined clusters; B: AB cluster overlapped with AA/BB cluster; C: the genotype cluster intensities are shifted to one side of the theta space clusters shift; D: SNPs show three clearly defined clusters."

Fig. 2

Genome-wide distribution of 5143 SNPs in physical map"

Table 2

Variation coefficient of eight groups of varieties with two replicates"

品种
Variety		 样品数
Number of samples		 差异系数
Variation coefficient (%)
阳光161 Yangguang 161 2 0. 06
蓉油29 Rongyou 29 2 0.12
中油153 Zhongyou 153 2 0.07
杂优15# Zayou 15# 2 0.07
华油杂29 Huayouza 29 2 1.45
秦优1618 Qinyou 1618 2 0.02
圣光158# Shengguang 158# 2 0.26
陕油1609 Shaanyou 1609 2 0.80
平均值 Mean 0.36

Fig. 3

Distribution of genetic similarity coefficients for the 2016-2017 national winter-type rapeseed variety trial"

Fig. 4

Cluster analysis of varieties participated in the 2016-2017 national winter-type rapeseed variety trialNumbers for varieties correspond with those given in Table 1."

Fig. 5

Cluster analysis of varieties participated in the 2016-2017 national winter-type rapeseed variety second run trialSeeds with * are from 2016 to 2017, excluding the seeds from 2015 to 2016. The red box shows the varieties with similar coefficients of less than 95% for two years."

[1] 王美仙 . 国家冬油菜区试品种指纹鉴定及遗传多样性SSR分析. 华中农业大学硕士学位论文,湖北武汉, 2013
Wang M X . Fingerprint Identification and SSR Based Genetic Diversity Analysis of Cultivars in National Winter Rapeseed Official Trials . MS Thesis of Huazhong Agricultural University, Wuhan, Hubei, China, 2013in Chinese with English abstract)
[2] 张志刚, 李瑞云, 马宾生, 郑启功, 王福建, 王迎杰, 魏民, 张硕 . 对《非主要农作物品种登记办法》的几点认识. 中国种业, 2017, ( 11):1-4
Zhang Z G, Li R Y, Ma B S, Zheng Q G, Wang F J, Wang Y J, Wei M, Zhang S . Some understandings about the registration methods of non-main crop varieties. Chin Seed Ind, 2017, ( 11):1-4 (in Chinese)
[3] 刘可心 . 利用SNP芯片构建玉米DNA指纹技术的初步研究. 吉林农业大学硕士学位论文, 吉林长春, 2016
Liu K X . A Preliminary Study on the Construction of Maize DNA Fingerprint Based on SNP Chip. MS Thesis of Jilin Agricultural University, Changchun, Jilin, China, 2016 (in Chinese with English abstract)
[4] 宁洽, 刘文国, 杨伟光, 路明 . SNP标记在玉米研究上的应用进展. 玉米科学, 2017,25(1):57-61
Ning Q, Liu W G, Yang W G, Lu M . Progress and application of SNP markers in maize. J Maize Sci, 2017,25(1):57-61 (in Chinese with English abstract)
[5] 史亚兴, 卢柏山, 宋伟, 徐丽, 赵久然 . 基于SNP标记技术的糯玉米种质遗传多样性分析. 华北农学报, 2015,30(3):77-82
doi: 10.7668/hbnxb.2015.03.015
Shi Y X, Lu B S, Song W, Xu L, Zhao J R . Genetic diversity analysis of waxy corn inbred lines by single nucleotide polymorphism (SNP) markers. Acta Agric Boreali-Sin, 2015,30(3):77-82 (in Chinese with English abstract)
doi: 10.7668/hbnxb.2015.03.015
[6] Singh N, Jayaswal P K, Panda K, Mandal P, Kumar V, Singh B, Mishra S, Singh Y, Singh R, Rai V, Gupta A, Sharma T R, Singh N K . Single-copy gene based 50K SNP chip for genetic studies and molecular breeding in rice. Sci Rep, 2015,5:11600
doi: 10.1038/srep11600 pmid: 4481378
[7] Zhao K Y, Tung C W, Eizenga G C, Wright M H, Ali M L, Price A H, Norton G J, Islam M R, Reynolds A, Mezey J , McClung A M, Bustamante C D, McCouch S R. Genome-wide association mapping reveals a rich genetic architecture of complex traits in Oryza sativa. Nat Commun, 2011,2:467
[8] 侯莉娟, 齐晓, 齐冬梅, 陈双燕, 刘公社 . 用于羊草基因分型的SNP分子标记技术研究. 草业学报, 2016,25:105-113
doi: 10.11686/cyxb2015466
Hou L J, Qi X, Qi D M, Chen S Y, Liu G S . A study of SNP molecular marker technology for Leymus chinensis genotyping. Acta Pratac Sin, 2016,25:105-113 (in Chinese with English abstract)
doi: 10.11686/cyxb2015466
[9] 赵久然, 王凤格, 易红梅, 田红丽, 杨扬 . 我国玉米品种标准DNA指纹库构建研究及应用进展. 作物杂志, 2015, ( 2):1-6
doi: 10.16035/j.issn.1001-7283.2015.02.001
Zhao J R, Wang F G, Yi H M, Tian H L, Yang Y . Progress of construction of Chinese maize varieties standard DNA fingerprint database. Crops, 2015, ( 2):1-6 (in Chinese with English abstract)
doi: 10.16035/j.issn.1001-7283.2015.02.001
[10] Chen S, Yang Y, Shi W W, Ji Q, He F, Zhang Z D, Cheng Z K, Liu X N, Xu M L . Badh2, encoding betaine aldehyde dehydrogenase, inhibits the biosynthesis of 2-acetyl-1-pyrroline, a major component in rice fragrance. Plant Cell, 2008,20:1850-1861
doi: 10.1105/tpc.108.058917
[11] Liu L Z, Qu C M, Wittkop B J, Yi B, Xiao Y, He Y J, Snowdon R J, Li J N . A high-density SNP map for accurate mapping of seed fibre QTL in Brassica napus L. PLoS One, 2013,8:e83052
doi: 10.1371/journal.pone.0083052 pmid: 3873396
[12] 邹喻苹, 葛颂 . 新一代分子标记-SNPs及其应用. 生物多样性, 2003,11:370-382
Zou Y P, Ge S . A novel molecular marker-SNPs and its application. Biodiversity, 2003,11:370-382 (in Chinese with English abstract)
[13] Yang X H, Xu Y B, Shah T, Li H H, Han Z H, Li J S, Yan J B . Comparison of SSRs and SNPs in assessment of genetic relatedness in maize. Genetica, 2011,139:1045-1054
doi: 10.1007/s10709-011-9606-9 pmid: 21904888
[14] 杨润婷, 吴波, 李翀, 曾培, 曾继吾, 钟云, 姜波, 周碧容, 钟广炎 . 两种SNP分型方法的比较及其在柚品种鉴定中的应用. 园艺学报, 2013,40:1061-1070
Yang R T, Wu B, Li C, Zeng P, Zeng J W, Zhong Y, Jiang B, Zhou B R, Zhong G Y . Comparison of allele-specific PCR and high resolution melting analysis in SNP genotyping and their application in pummelo cultivar identification. Acta Hortic Sin, 2013,40:1061-1070 (in Chinese with English abstract)
[15] 徐群 . 我国籼稻品种遗传结构与多样性的SNP分析. 中国农业科学院博士学位论文, 浙江杭州, 2016
Xu Q . The Genetic Diversity and Structure of Indica Rice in China as Detected by Single Nucleotide Polymorphism Analysis . PhD Dissertation of Chinese Academy of Agricultural Sciences, Hangzhou, Zhejiang, China, 2016 (in Chinese with English abstract)
[16] Blair M W, Cortes A J, Penmetsa R V, Farmer A, Carrasquilla- Garcia N, Cook D R . A high-throughput SNP marker system for parental polymorphism screening, and diversity analysis in common bean (Phaseolus vulgaris L.). Theor Appl Genet, 2013,126:535-548
doi: 10.1007/s00122-012-1999-z pmid: 23124389
[17] 吴金锋 . 甘蓝型油菜SNP与SSR分析及耐旱性状的全基因组关联分析. 中国农业科学院硕士学位论文, 湖北武汉, 2014
Wu J F . SNP and SSR Analysis and Genome-Wide Association Mapping of Drought Tolerance Trait in Brassica napus. MS Thesis of Chinese Academy of Agricultural Sciences, Wuhan, Hubei, China, 2014 (in Chinese with English abstract)
[18] 张昆鹏 . 利用SNP标记构建油菜品种指纹图谱及定位下卷叶性状基因的研究. 南京农业大学硕士学位论文, 江苏南京, 2013
Zhang K P . Studies on Rapeseed Variety Fingerprints and Mapping of Gene of the Down-Curly Leaf by Use of SNP Markers in Brassica napus L. MS Thesis of Nanjing Agricultural University, Nanjing, Jiangsu, China, 2013 (in Chinese with English abstract)
[19] Wu X, Li Y X, Shi Y S, Song Y C, Wang T Y, Huang Y B, Li Y . Fine genetic characterization of elite maize germplasm using high-throughput SNP genotyping. Theor Appl Genet, 2014,127:621-631
doi: 10.1007/s00122-013-2246-y pmid: 24343198
[20] Delourme R, Falentin C, Fomeju B F, Boillot M, Lassalle G, André I, Duarte J, Gauthier V, Lucante N, Marty A, Pauchon M, Pichon J P, RibIère N, Trotoux G, Blanchard P, Rivière N, Martinant J P, Pauquet J , High-density SNP-based genetic map development and linkage disequilibrium assessment in Brassica napus L. BMC Genomics, 2013,14:120
doi: 10.1186/1471-2164-14-120 pmid: 3600037
[21] 喻辉辉, 张启发, 周发松 . 水稻基因组育种芯片及其应用. 生命科学, 2016,28:1258-1267
Yu H H, Zhang Q F, Zhou F S . Rice genomic breeding chips and its applications. Chin Bull Life Sci, 2016,28:1258-1267 (in Chinese with English abstract)
[22] 王凤格, 赵久然, 田红丽, 杨扬, 易红梅 . 农作物品种DNA指纹库构建研究进展. 分子植物育种, 2015,13:2118-2126
doi: 10.13271/j.mpb.013.002118
Wang F G, Zhao J R, Tian H L, Yang Y, Yi H M . The progress of the crop varieties DNA fingerprint database construction. Mol Plant Breed, 2015,13:2118-2126 (in Chinese with English abstract)
doi: 10.13271/j.mpb.013.002118
[23] 王凤格, 杨扬, 易红梅, 赵久然, 任洁, 王璐, 葛建镕, 江彬, 张宪晨, 田红丽, 侯振华 . 中国玉米审定品种标准SSR指纹库的构建. 中国农业科学, 2017,50:1-14
doi: 10.3864/j.issn.0578-1752.2017.01.001
Wang F G, Yang Y, Yi H M, Zhao J R, Ren J, Wang L, Ge J R, Jiang B, Zhang X C, Tian H L, Hou Z H . Construction of an SSR-based standard fingerprint database for corn variety authorized in China. Sci Agric Sin, 2017,50:1-14 (in Chinese with English abstract)
doi: 10.3864/j.issn.0578-1752.2017.01.001
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