中国农业科技导报 ›› 2022, Vol. 24 ›› Issue (3): 48-56.DOI: 10.13304/j.nykjdb.2021.0599
秦宁1(), 李俊茹1, 田蕊1, 邵振启1, 李喜焕1(
), 张彩英2(
)
收稿日期:
2021-07-21
接受日期:
2021-09-22
出版日期:
2022-03-15
发布日期:
2022-03-14
通讯作者:
李喜焕,张彩英
作者简介:
秦宁 E-mail: 1362822834@qq.com
基金资助:
Ning QIN1(), Junru LI1, Rui TIAN1, Zhenqi SHAO1, Xihuan LI1(
), Caiying ZHANG2(
)
Received:
2021-07-21
Accepted:
2021-09-22
Online:
2022-03-15
Published:
2022-03-14
Contact:
Xihuan LI,Caiying ZHANG
摘要:
生育酚具有抗氧化、防止人体动脉硬化和心血管疾病等多种功效,在大豆籽粒中含量丰富,但有关其遗传位点与基因发掘工作开展甚少。鉴于此,利用大豆重组自交系群体,通过高效液相色谱鉴定其籽粒生育酚,结合群体SNP连锁图谱与转录组数据,发掘其遗传位点并筛选候选基因。结果表明,供试群体籽粒生育酚存在较大遗传变异,α-、γ-、δ-生育酚及总生育酚含量变异系数分布在9.24%~36.62%之间,各组分占比的变异系数分布在5.05%~35.59%之间;发掘到7个控制生育酚及其组分一因多效QTLs,表型贡献率范围3.08%~21.92%,其中8号染色体qTOC?A2可同时控制α-、δ-和总生育酚含量以及α-生育酚占比和γ-生育酚占比,表型贡献率范围3.85%~6.77%;5号染色体qTOC?A1可同时控制α-生育酚及其占比、γ-生育酚及其占比以及总生育酚含量,表型贡献率范围6.34%~21.92%;筛选到Glyma.12G014200、Glyma.12G014300和Glyma.18G141100等参与大豆生育酚合成代谢候选基因,为进一步开展生育酚分子遗传改良与遗传机制解析提供了选择标记及基因。
中图分类号:
秦宁, 李俊茹, 田蕊, 邵振启, 李喜焕, 张彩英. 大豆籽粒生育酚遗传位点发掘及候选基因筛选[J]. 中国农业科技导报, 2022, 24(3): 48-56.
Ning QIN, Junru LI, Rui TIAN, Zhenqi SHAO, Xihuan LI, Caiying ZHANG. Mining of Genetic Loci and Screening of Candidate Genes for Seed Tocopherol Content in Soybean[J]. Journal of Agricultural Science and Technology, 2022, 24(3): 48-56.
项目 Item | 均值 Mean | 标准差 SD | 变异系数 CV/% | 最大值 Max | 最小值 Min | 偏度 Skew | 峰度 Kurt | 显著性(P值) Sig. (P value) |
---|---|---|---|---|---|---|---|---|
α-生育酚 α-tocopherol/(μg·g‒1) | 7.10 | 2.60 | 36.62 | 15.48 | 0.91 | 0.39 | 0.15 | 2.54×10‒10 |
γ-生育酚 γ-tocopherol/(μg·g‒1) | 127.86 | 12.19 | 9.53 | 165.23 | 97.34 | 0.33 | -0.17 | 2.50×10‒10 |
δ-生育酚 δ-tocopherol/(μg·g‒1) | 65.65 | 9.21 | 14.03 | 90.58 | 39.13 | -0.06 | -0.16 | 2.34×10‒10 |
总生育酚 Total-tocopherol/(μg·g‒1) | 200.61 | 18.53 | 9.24 | 253.90 | 149.13 | 0.04 | -0.12 | 1.67×10‒10 |
α-生育酚占比 α-tocopherol proportion/% | 3.54 | 1.26 | 35.59 | 7.62 | 0.56 | 0.34 | -0.04 | 3.23×10‒10 |
γ-生育酚占比 γ-tocopherol proportion/% | 63.80 | 3.22 | 5.05 | 74.47 | 54.54 | 0.05 | 0.35 | 2.78×10‒10 |
δ-生育酚占比 δ-tocopherol proportion/% | 32.66 | 2.84 | 8.70 | 40.55 | 24.32 | -0.07 | 0.09 | 2.52×10‒10 |
表1 供试大豆RIL群体籽粒生育酚及其组分遗传变异
Table 1 Genetic variations of seed tocopherol and its components in RIL population
项目 Item | 均值 Mean | 标准差 SD | 变异系数 CV/% | 最大值 Max | 最小值 Min | 偏度 Skew | 峰度 Kurt | 显著性(P值) Sig. (P value) |
---|---|---|---|---|---|---|---|---|
α-生育酚 α-tocopherol/(μg·g‒1) | 7.10 | 2.60 | 36.62 | 15.48 | 0.91 | 0.39 | 0.15 | 2.54×10‒10 |
γ-生育酚 γ-tocopherol/(μg·g‒1) | 127.86 | 12.19 | 9.53 | 165.23 | 97.34 | 0.33 | -0.17 | 2.50×10‒10 |
δ-生育酚 δ-tocopherol/(μg·g‒1) | 65.65 | 9.21 | 14.03 | 90.58 | 39.13 | -0.06 | -0.16 | 2.34×10‒10 |
总生育酚 Total-tocopherol/(μg·g‒1) | 200.61 | 18.53 | 9.24 | 253.90 | 149.13 | 0.04 | -0.12 | 1.67×10‒10 |
α-生育酚占比 α-tocopherol proportion/% | 3.54 | 1.26 | 35.59 | 7.62 | 0.56 | 0.34 | -0.04 | 3.23×10‒10 |
γ-生育酚占比 γ-tocopherol proportion/% | 63.80 | 3.22 | 5.05 | 74.47 | 54.54 | 0.05 | 0.35 | 2.78×10‒10 |
δ-生育酚占比 δ-tocopherol proportion/% | 32.66 | 2.84 | 8.70 | 40.55 | 24.32 | -0.07 | 0.09 | 2.52×10‒10 |
项目 Item | α-生育酚 α-tocopherol | γ-生育酚 γ-tocopherol | δ-生育酚 δ-tocopherol | 总生育酚 Total-tocopherol | α-生育酚占比 α-tocopherol proportion | γ-生育酚占比 γ-tocopherol proportion |
---|---|---|---|---|---|---|
γ-生育酚 γ-tocopherol | ‒0.018 | |||||
δ-生育酚 δ-tocopherol | 0.256** | 0.410** | ||||
总生育酚 Total-tocopherol | 0.256** | 0.859** | 0.803** | |||
α-生育酚占比 α-tocopherol proportion | 0.966** | ‒0.237** | 0.064 | 0.011 | ||
γ-生育酚占比 γ-tocopherol proportion | ‒0.515** | 0.298** | ‒0.713** | ‒0.231** | ‒0.479** | |
δ-生育酚占比 δ-tocopherol proportion | 0.154** | ‒0.233** | 0.780** | 0.256** | 0.098 | ‒0.921** |
表2 供试大豆RIL群体籽粒生育酚及各组分相关系数
Table 2 Correlation coefficients of tocopherol and its components in RIL population
项目 Item | α-生育酚 α-tocopherol | γ-生育酚 γ-tocopherol | δ-生育酚 δ-tocopherol | 总生育酚 Total-tocopherol | α-生育酚占比 α-tocopherol proportion | γ-生育酚占比 γ-tocopherol proportion |
---|---|---|---|---|---|---|
γ-生育酚 γ-tocopherol | ‒0.018 | |||||
δ-生育酚 δ-tocopherol | 0.256** | 0.410** | ||||
总生育酚 Total-tocopherol | 0.256** | 0.859** | 0.803** | |||
α-生育酚占比 α-tocopherol proportion | 0.966** | ‒0.237** | 0.064 | 0.011 | ||
γ-生育酚占比 γ-tocopherol proportion | ‒0.515** | 0.298** | ‒0.713** | ‒0.231** | ‒0.479** | |
δ-生育酚占比 δ-tocopherol proportion | 0.154** | ‒0.233** | 0.780** | 0.256** | 0.098 | ‒0.921** |
QTL | 单个QTL Individual QTL | 性状 Trait | 染色体Chromo-some | 左标记 Left marker | 物理位置 Physical position | 右标记 Right marker | 物理位置 Physical position | 遗传位置Genetic position | LOD | 贡献率 PVE/% | 加性效应 Additive | 区间 Confidence interval | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
左Left | 右Right | ||||||||||||
qTOC‑A2 | qα‑TOC‑A2 | α-生育酚 α-tocopherol | 8 | ss715602131 | 43 896 715 | ss715602331 | 45 913 059 | 268.4 | 5.2 | 6.26 | 0.691 | 256.4 | 269.4 |
qδ‑TOC‑A2 | δ-生育酚 δ-tocopherol | 258.2 | 3.6 | 6.77 | 2.726 | 244.6 | 269.4 | ||||||
qTotal‑TOC‑A2 | 总生育酚Total-tocopherol | 266.3 | 3.4 | 4.98 | 3.981 | 252.9 | 269.4 | ||||||
qα‑/Total‑TOC‑A2 | α-生育酚占比 α-tocopherol proportion | 267.5 | 3.3 | 4.08 | 0.269 | 253.6 | 269.4 | ||||||
qγ‑/Total‑TOC‑A2 | γ-生育酚占比 γ-tocopherol proportion | 255.1 | 2.5 | 3.85 | -0.748 | 239.3 | 269.4 | ||||||
qTOC‑A1 | qα‑TOC‑A1 | α-生育酚 α-tocopherol | 5 | ss715591799 | 40 916 521 | ss715591790 | 40 974 254 | 98.2 | 7.5 | 8.52 | 0.801 | 97.3 | 98.7 |
qγ‑/Total‑TOC‑A1 | γ-生育酚占比 γ-tocopherol proportion | 98.2 | 6.0 | 6.34 | -0.956 | 97.4 | 98.7 | ||||||
qγ‑TOC‑A1 | γ-生育酚 γ-tocopherol | ss715591790 | 40 974 254 | ss715591780 | 41 007 475 | 98.7 | 18.1 | 21.92 | -5.564 | 98.2 | 98.7 | ||
qα‑/Total‑TOC‑A1 | α-生育酚占比 α-tocopherol proportion | 98.3 | 11.9 | 13.72 | 0.491 | 98.2 | 98.7 | ||||||
qTotal‑TOC‑A1 | 总生育酚Total-tocopherol | ss715591954 | 39 886 822 | ss715591831 | 40 684 517 | 94.3 | 9.1 | 12.32 | -6.226 | 90.4 | 96.4 | ||
qTOC‑H | qα‑TOC‑H | α-生育酚 α-tocopherol | 12 | ss715611499 | 1 379 873 | ss715613700 | 980 800 | 153.7 | 5.5 | 6.22 | -0.685 | 147.8 | 153.7 |
qα‑/Total‑TOC‑H | α-生育酚占比 α-tocopherol proportion | 152.9 | 5.1 | 5.83 | -0.320 | 147.5 | 157.9 | ||||||
qγ‑/Total‑TOC‑H | γ-生育酚占比 γ-tocopherol proportion | 153.8 | 3.9 | 4.10 | 0.769 | 150.0 | 156.7 | ||||||
qTOC‑F | qγ‑TOC‑F | γ-生育酚 γ-tocopherol | 13 | ss715616114 | 39 590 255 | ss715616142 | 39 911 642 | 116.6 | 6.6 | 7.53 | -3.272 | 115.7 | 119.2 |
qTotal‑TOC‑F | 总生育酚Total-tocopherol | 116.5 | 5.0 | 6.26 | -4.454 | 115.7 | 119.4 | ||||||
qTOC‑G | qδ‑TOC‑G | δ-生育酚 δ-tocopherol | 18 | ss715629792 | 20 419 500 | ss715629811 | 20 502 705 | 104.5 | 3.8 | 4.50 | 2.222 | 104.4 | 104.8 |
qTotal‑TOC‑G | 总生育酚Total-tocopherol | ss715629923 | 21 629 092 | ss715629930 | 21 908 634 | 106.4 | 2.7 | 3.21 | 3.191 | 105.5 | 106.8 | ||
qδ‑/Total‑TOC‑G | δ-生育酚占比 δ-tocopherol proportion | ss715629675 | 19 772 410 | ss715629709 | 19 955 096 | 103.6 | 3.4 | 6.19 | 0.643 | 103.3 | 103.6 | ||
qTOC‑L | qα‑TOC‑L | α-生育酚 α-tocopherol | 19 | ss715633071 | 514 053 | ss715636028 | 580 135 | 116.0 | 4.9 | 5.43 | 0.639 | 115.8 | 116.8 |
qα‑/Total‑TOC‑L | α-生育酚占比 α-tocopherol proportion | ss715636293 | 809 326 | ss715636173 | 674 202 | 110.1 | 5.2 | 5.77 | 0.318 | 104.0 | 113.4 | ||
qTOC‑M | qγ‑TOC‑M | γ-生育酚 γ-tocopherol | 7 | ss715598313 | 5 265 136 | ss715598195 | 4 429 189 | 99.2 | 3.5 | 4.43 | 2.503 | 92.2 | 107.6 |
qTotal‑TOC‑M | 总生育酚Total-tocopherol | ss715597765 | 3 872 947 | ss715597135 | 3 167 571 | 110.1 | 2.6 | 3.08 | 3.112 | 109.2 | 115.8 |
表3 供试大豆RIL群体籽粒生育酚及其各组分一因多效QTLs
Table 3 Pleiotropic QTLs of seed tocopherol and its components in soybean RIL population
QTL | 单个QTL Individual QTL | 性状 Trait | 染色体Chromo-some | 左标记 Left marker | 物理位置 Physical position | 右标记 Right marker | 物理位置 Physical position | 遗传位置Genetic position | LOD | 贡献率 PVE/% | 加性效应 Additive | 区间 Confidence interval | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
左Left | 右Right | ||||||||||||
qTOC‑A2 | qα‑TOC‑A2 | α-生育酚 α-tocopherol | 8 | ss715602131 | 43 896 715 | ss715602331 | 45 913 059 | 268.4 | 5.2 | 6.26 | 0.691 | 256.4 | 269.4 |
qδ‑TOC‑A2 | δ-生育酚 δ-tocopherol | 258.2 | 3.6 | 6.77 | 2.726 | 244.6 | 269.4 | ||||||
qTotal‑TOC‑A2 | 总生育酚Total-tocopherol | 266.3 | 3.4 | 4.98 | 3.981 | 252.9 | 269.4 | ||||||
qα‑/Total‑TOC‑A2 | α-生育酚占比 α-tocopherol proportion | 267.5 | 3.3 | 4.08 | 0.269 | 253.6 | 269.4 | ||||||
qγ‑/Total‑TOC‑A2 | γ-生育酚占比 γ-tocopherol proportion | 255.1 | 2.5 | 3.85 | -0.748 | 239.3 | 269.4 | ||||||
qTOC‑A1 | qα‑TOC‑A1 | α-生育酚 α-tocopherol | 5 | ss715591799 | 40 916 521 | ss715591790 | 40 974 254 | 98.2 | 7.5 | 8.52 | 0.801 | 97.3 | 98.7 |
qγ‑/Total‑TOC‑A1 | γ-生育酚占比 γ-tocopherol proportion | 98.2 | 6.0 | 6.34 | -0.956 | 97.4 | 98.7 | ||||||
qγ‑TOC‑A1 | γ-生育酚 γ-tocopherol | ss715591790 | 40 974 254 | ss715591780 | 41 007 475 | 98.7 | 18.1 | 21.92 | -5.564 | 98.2 | 98.7 | ||
qα‑/Total‑TOC‑A1 | α-生育酚占比 α-tocopherol proportion | 98.3 | 11.9 | 13.72 | 0.491 | 98.2 | 98.7 | ||||||
qTotal‑TOC‑A1 | 总生育酚Total-tocopherol | ss715591954 | 39 886 822 | ss715591831 | 40 684 517 | 94.3 | 9.1 | 12.32 | -6.226 | 90.4 | 96.4 | ||
qTOC‑H | qα‑TOC‑H | α-生育酚 α-tocopherol | 12 | ss715611499 | 1 379 873 | ss715613700 | 980 800 | 153.7 | 5.5 | 6.22 | -0.685 | 147.8 | 153.7 |
qα‑/Total‑TOC‑H | α-生育酚占比 α-tocopherol proportion | 152.9 | 5.1 | 5.83 | -0.320 | 147.5 | 157.9 | ||||||
qγ‑/Total‑TOC‑H | γ-生育酚占比 γ-tocopherol proportion | 153.8 | 3.9 | 4.10 | 0.769 | 150.0 | 156.7 | ||||||
qTOC‑F | qγ‑TOC‑F | γ-生育酚 γ-tocopherol | 13 | ss715616114 | 39 590 255 | ss715616142 | 39 911 642 | 116.6 | 6.6 | 7.53 | -3.272 | 115.7 | 119.2 |
qTotal‑TOC‑F | 总生育酚Total-tocopherol | 116.5 | 5.0 | 6.26 | -4.454 | 115.7 | 119.4 | ||||||
qTOC‑G | qδ‑TOC‑G | δ-生育酚 δ-tocopherol | 18 | ss715629792 | 20 419 500 | ss715629811 | 20 502 705 | 104.5 | 3.8 | 4.50 | 2.222 | 104.4 | 104.8 |
qTotal‑TOC‑G | 总生育酚Total-tocopherol | ss715629923 | 21 629 092 | ss715629930 | 21 908 634 | 106.4 | 2.7 | 3.21 | 3.191 | 105.5 | 106.8 | ||
qδ‑/Total‑TOC‑G | δ-生育酚占比 δ-tocopherol proportion | ss715629675 | 19 772 410 | ss715629709 | 19 955 096 | 103.6 | 3.4 | 6.19 | 0.643 | 103.3 | 103.6 | ||
qTOC‑L | qα‑TOC‑L | α-生育酚 α-tocopherol | 19 | ss715633071 | 514 053 | ss715636028 | 580 135 | 116.0 | 4.9 | 5.43 | 0.639 | 115.8 | 116.8 |
qα‑/Total‑TOC‑L | α-生育酚占比 α-tocopherol proportion | ss715636293 | 809 326 | ss715636173 | 674 202 | 110.1 | 5.2 | 5.77 | 0.318 | 104.0 | 113.4 | ||
qTOC‑M | qγ‑TOC‑M | γ-生育酚 γ-tocopherol | 7 | ss715598313 | 5 265 136 | ss715598195 | 4 429 189 | 99.2 | 3.5 | 4.43 | 2.503 | 92.2 | 107.6 |
qTotal‑TOC‑M | 总生育酚Total-tocopherol | ss715597765 | 3 872 947 | ss715597135 | 3 167 571 | 110.1 | 2.6 | 3.08 | 3.112 | 109.2 | 115.8 |
图2 大豆8号染色体籽粒生育酚一因多效QTL及其候选基因注:Z—郑92116; Q—齐黄30。
Fig. 2 Pleiotropic QTL and candidate gene for soybean seed tocopherol and its components on chromosome 8Note: Z— Zheng 92116; Q—Qihuang 30.
图3 大豆5号染色体籽粒生育酚一因多效QTL及其候选基因注:Z—郑92116; Q—齐黄30。
Fig. 3 Pleiotropic QTL and candidate gene for soybean seed tocopherol and its components on chromosome 5Note: Z— Zheng 92116; Q—Qihuang 30.
图4 大豆12号、18号和19号染色体生育酚候选基因注:Z—郑92116; Q—齐黄30。
Fig. 4 Candidate gene for soybean tocopherol on chromosomes 12, 18 and 19Note: Z— Zheng 92116; Q—Qihuang 30.
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