Xinjiang Agricultural Sciences ›› 2023, Vol. 60 ›› Issue (5): 1150-1161.DOI: 10.6048/j.issn.1001-4330.2023.05.014
• Horticultural Special Local Products·Storage and Preservation Processing·Plant Protection • Previous Articles Next Articles
YUAN Lei1,2(), TANG Yaping2, ZHANG Guoru2, JI Xuehua1(
), YANG Shengbao2(
)
Received:
2022-09-03
Online:
2023-05-20
Published:
2023-05-22
Correspondence author:
JI Xuehua (1977-), female, from Shihezi, Xinjiang, professor, research direction: vegetable cultivation and breeding research.(E-mail)Supported by:
袁雷1,2(), 唐亚萍2, 张国儒2, 吉雪花1(
), 杨生保2(
)
通讯作者:
吉雪花(1977 -),女,新疆石河子人,教授,研究方向为蔬菜栽培与育种,(E-mail)作者简介:
袁雷(1998 -),男,四川平昌人,硕士研究生,研究方向为蔬菜育种,(E-mail ) 2273747884@qq.com
基金资助:
CLC Number:
YUAN Lei, TANG Yaping, ZHANG Guoru, JI Xuehua, YANG Shengbao. Construction of genetic linkage map and QTL localization of fruit major traits based on interspecific hybrid F2 population of pepper[J]. Xinjiang Agricultural Sciences, 2023, 60(5): 1150-1161.
袁雷, 唐亚萍, 张国儒, 吉雪花, 杨生保. 基于辣椒种间杂交F2群体的遗传连锁图谱构建及主要果实性状QTL定位[J]. 新疆农业科学, 2023, 60(5): 1150-1161.
材料编号 Material number | 种名 Species Type | 色价 Color value | 辣椒红素 含量 Capsanthin (mg/g) | 辣椒素 Capsaicin (mg/g) | 果实纵径 Fruit length (cm) | 果实横径 Fruit diameter (cm) | 胎座大小 Placenta size (cm) | 果肉厚 Pulp thickness (mm) | 单果重 Single fruit weight (g) |
---|---|---|---|---|---|---|---|---|---|
GB-35 | 一年生栽培种 | 13.63 | 3.88 | 1.28 | 16.975 | 1.461 | 3.220 | 0.160 | 27.38 |
ZL-280 | 中国种辣椒 | 4.6 | 1.60 | 37.26 | 4.670 | 2.590 | 2.610 | 0.210 | 6.3 |
Tab.1 Fruit correlation data of pepper parents
材料编号 Material number | 种名 Species Type | 色价 Color value | 辣椒红素 含量 Capsanthin (mg/g) | 辣椒素 Capsaicin (mg/g) | 果实纵径 Fruit length (cm) | 果实横径 Fruit diameter (cm) | 胎座大小 Placenta size (cm) | 果肉厚 Pulp thickness (mm) | 单果重 Single fruit weight (g) |
---|---|---|---|---|---|---|---|---|---|
GB-35 | 一年生栽培种 | 13.63 | 3.88 | 1.28 | 16.975 | 1.461 | 3.220 | 0.160 | 27.38 |
ZL-280 | 中国种辣椒 | 4.6 | 1.60 | 37.26 | 4.670 | 2.590 | 2.610 | 0.210 | 6.3 |
指标 Index | 最大值 Max. | 最小值 Min. | 均值 Mean | 标准差 SD | 变异幅度 Variation range | 变异系数 CV(%) |
---|---|---|---|---|---|---|
色价Color value | 25.94 | 5.08 | 12.40 | 3.53 | 20.86 | 28.45 |
辣椒红素Capsanthin(mg/g) | 4.71 | 1.49 | 3.20 | 1.21 | 4.28 | 12.35 |
辣椒素Capsaicin(mg/g) | 18.21 | 0.47 | 5.29 | 3.05 | 17.74 | 57.66 |
果实纵径Fruit length(cm) | 24.94 | 2.35 | 11.11 | 3.27 | 22.59 | 29.39 |
果实横径Fruit diameter(cm) | 2.99 | 1.08 | 1.68 | 0.35 | 1.91 | 20.58 |
胎座大小Placenta size(cm) | 1.68 | 0.15 | 0.60 | 0.19 | 1.53 | 31.53 |
果肉厚Pulp thickness(cm) | 0.52 | 0.10 | 0.18 | 0.05 | 0.42 | 26.94 |
单果重Single fruit weight(g) | 23.95 | 2.52 | 9.36 | 3.44 | 21.43 | 36.74 |
Tab.2 Analysis of genetic diversity of F2 generation population
指标 Index | 最大值 Max. | 最小值 Min. | 均值 Mean | 标准差 SD | 变异幅度 Variation range | 变异系数 CV(%) |
---|---|---|---|---|---|---|
色价Color value | 25.94 | 5.08 | 12.40 | 3.53 | 20.86 | 28.45 |
辣椒红素Capsanthin(mg/g) | 4.71 | 1.49 | 3.20 | 1.21 | 4.28 | 12.35 |
辣椒素Capsaicin(mg/g) | 18.21 | 0.47 | 5.29 | 3.05 | 17.74 | 57.66 |
果实纵径Fruit length(cm) | 24.94 | 2.35 | 11.11 | 3.27 | 22.59 | 29.39 |
果实横径Fruit diameter(cm) | 2.99 | 1.08 | 1.68 | 0.35 | 1.91 | 20.58 |
胎座大小Placenta size(cm) | 1.68 | 0.15 | 0.60 | 0.19 | 1.53 | 31.53 |
果肉厚Pulp thickness(cm) | 0.52 | 0.10 | 0.18 | 0.05 | 0.42 | 26.94 |
单果重Single fruit weight(g) | 23.95 | 2.52 | 9.36 | 3.44 | 21.43 | 36.74 |
Fig.2 Distribution of base content of GB-35 Note: The first 100 bp is the base distribution of the first-end sequencing reads of the double-ended sequencing sequence, and the last 100 bp is the base distribution of the sequencing reads at the other end.For example, the first position represents the distribution of sequenced reads on the A, T, G, C, and N of the first base.
样本名称 Sample ID | 序列数 Reads | 碱基数 Base | Q30 (%) | GC (%) |
---|---|---|---|---|
GB-35 | 16 303 373 | 3 253 979 334 | 96.43 | 39.51 |
ZL-280 | 16 067 790 | 3 206 054 408 | 96.39 | 40.11 |
F2代 | 6 969 044 | 1 392 101 632 | 96.10 | 39.08 |
总量 Total | 1 593 436 940 | 318 290 799 252 | 96.11 | 39.43 |
对照 Control | 5 483 107 | 1 094 703 458 | 95.71 | 45.30 |
Tab.3 Sequencing quality analysis
样本名称 Sample ID | 序列数 Reads | 碱基数 Base | Q30 (%) | GC (%) |
---|---|---|---|---|
GB-35 | 16 303 373 | 3 253 979 334 | 96.43 | 39.51 |
ZL-280 | 16 067 790 | 3 206 054 408 | 96.39 | 40.11 |
F2代 | 6 969 044 | 1 392 101 632 | 96.10 | 39.08 |
总量 Total | 1 593 436 940 | 318 290 799 252 | 96.11 | 39.43 |
对照 Control | 5 483 107 | 1 094 703 458 | 95.71 | 45.30 |
样本名称 Sample ID | SLAF 标签数量 SLAF Number | 总测序 Reads total sequencing reads | 平均测序 深度(X) Average Depth(X) |
---|---|---|---|
GB-35 | 400 845 | 8 644 580 | 21.57 |
ZL-280 | 611 934 | 11 403 236 | 18.63 |
F2代 | 366 973 | 4 495 732 | 12.25 |
平均 Average | 459 917 | 8 181 183 | 17.48 |
Tab.4 Statistical analysis of SLAF label development
样本名称 Sample ID | SLAF 标签数量 SLAF Number | 总测序 Reads total sequencing reads | 平均测序 深度(X) Average Depth(X) |
---|---|---|---|
GB-35 | 400 845 | 8 644 580 | 21.57 |
ZL-280 | 611 934 | 11 403 236 | 18.63 |
F2代 | 366 973 | 4 495 732 | 12.25 |
平均 Average | 459 917 | 8 181 183 | 17.48 |
连锁群 LG | 标记数 Number of markers | Gaps≤5 (%) | 秩相关系数 Spearman | 最大Gap Max Gap | 图谱长度 Total distance (cM) | 平均间距 Average distance (cM) | 双交换的 位点比例 Singleton percent (100%) |
---|---|---|---|---|---|---|---|
1 | 222 | 100 | 0.996 | 2.32 | 100.16 | 0.45 | 0.02 |
2 | 164 | 100 | 0.999 | 2.59 | 101.31 | 0.62 | 0.02 |
3 | 265 | 100 | 0.998 | 1.83 | 100.96 | 0.38 | 0.00 |
4 | 199 | 100 | 0.998 | 2.96 | 103.52 | 0.52 | 0.00 |
5 | 156 | 100 | 0.997 | 2.53 | 116.01 | 0.75 | 0.01 |
6 | 164 | 100 | 0.999 | 3.06 | 104.47 | 0.64 | 0.00 |
7 | 113 | 100 | 0.993 | 3.71 | 121.26 | 1.08 | 0.00 |
8 | 94 | 98.92 | 0.996 | 5.24 | 103.87 | 1.12 | 0.02 |
9 | 149 | 100 | 0.987 | 2.64 | 94.19 | 0.64 | 0.00 |
10 | 125 | 100 | 0.995 | 3.55 | 85.13 | 0.69 | 0.01 |
11 | 266 | 100 | 0.998 | 3.26 | 102.91 | 0.39 | 0.01 |
12 | 169 | 100 | 0.999 | 3.36 | 100.08 | 0.60 | 0.02 |
共计Total | 2 086 | 99.91 | 0.996 | 3.09 | 1 233.87 | 0.59 | 0.01 |
Tab.5 Basic information statistics of genetic map
连锁群 LG | 标记数 Number of markers | Gaps≤5 (%) | 秩相关系数 Spearman | 最大Gap Max Gap | 图谱长度 Total distance (cM) | 平均间距 Average distance (cM) | 双交换的 位点比例 Singleton percent (100%) |
---|---|---|---|---|---|---|---|
1 | 222 | 100 | 0.996 | 2.32 | 100.16 | 0.45 | 0.02 |
2 | 164 | 100 | 0.999 | 2.59 | 101.31 | 0.62 | 0.02 |
3 | 265 | 100 | 0.998 | 1.83 | 100.96 | 0.38 | 0.00 |
4 | 199 | 100 | 0.998 | 2.96 | 103.52 | 0.52 | 0.00 |
5 | 156 | 100 | 0.997 | 2.53 | 116.01 | 0.75 | 0.01 |
6 | 164 | 100 | 0.999 | 3.06 | 104.47 | 0.64 | 0.00 |
7 | 113 | 100 | 0.993 | 3.71 | 121.26 | 1.08 | 0.00 |
8 | 94 | 98.92 | 0.996 | 5.24 | 103.87 | 1.12 | 0.02 |
9 | 149 | 100 | 0.987 | 2.64 | 94.19 | 0.64 | 0.00 |
10 | 125 | 100 | 0.995 | 3.55 | 85.13 | 0.69 | 0.01 |
11 | 266 | 100 | 0.998 | 3.26 | 102.91 | 0.39 | 0.01 |
12 | 169 | 100 | 0.999 | 3.36 | 100.08 | 0.60 | 0.02 |
共计Total | 2 086 | 99.91 | 0.996 | 3.09 | 1 233.87 | 0.59 | 0.01 |
指标 Index | QTL位点 QTL position | LOD阈值 LOD threshold | 连锁群 LG | 起始位点 Start (cM) | 基因组位置 Position | 结束位点 End (cM) | 基因组位置 Position | 峰值 Max LOD | 加性 效应 ADD | 显性 效应 DOM | 贡献率 PVE (%) |
---|---|---|---|---|---|---|---|---|---|---|---|
色价 Color value | cv.2.1 | 3.0 | 2 | Marker 9 652 902 (82.581) | 195 194 879 | Marker 2 589 832 (83.251) | 213 996 356 | 5.06 | 1.352 | -0.875 | 8.58 |
cv.4.1 | 3.0 | 4 | Marker 2 873 477 (46.535) | 65 631 429 | Marker 2 589 832 (46.758) | 69 589 432 | 5.09 | -1.599 | -0.209 | 10.66 | |
cv.5.1 | 3.0 | 5 | Marker 3 537 264 (31.600) | 66 285 587 | Marker 3 232 947 (32.947) | 72 301 706 | 4.10 | -1.412 | -1.355 | 12.44 | |
辣椒红素 Capsanthin | c.2.1 | 3.0 | 2 | Marker 10 061 436 (11.484) | 32 103 356 | Marker 9 844 177 (12.198) | 48 592 505 | 4.185 | -3.561 | 2.233 | 11.40 |
c.5.1 | 3.0 | 4 | Marker 3 194 756 (35.728) | 72 364 437 | Marker 3 103 989 (37.838) | 94 768 342 | 3.451 | -2.795 | -1.380 | 7.14 | |
辣椒素 Capsaicin | cap.1.1 | 3.0 | 1 | Marker 399 630 (46.456) | 50 542 715 | Marker 609 519 (46.953) | 53 887 436 | 3.180 | 7.07 | 1.98 | 13.00 |
cap.2.1 | 3.0 | 2 | Marker 9 879 715 (95.401) | 196 431 135 | Marker 9 757 022 (96.562) | 215 833 374 | 9.095 | 1.73 | -5.12 | 18.95 | |
cap.8.1 | 3.0 | 8 | Marker 1 914 310 (62.236) | 95 346 742 | Marker 2 064 050 (66.653) | 109 634 672 | 5.861 | -1..52 | -0.43 | 13.29 | |
果实纵径 Fruit length | fl.2.1 | 3.0 | 2 | Marker 9 857 612 (0.000) | 3 298 310 | Marker 10 129 245 (2.545) | 11 043 459 | 3.448 | -0.320 | -1.497 | 6.18 |
fl.2.2 | 3.0 | 2 | Marker 9 820 290 (5.537) | 16 846 366 | Marker 9 926 410 (101.305) | 163 421 125 | 5.097 | 0.214 | -1.372 | 4.71 | |
fl.4.1 | 3.0 | 4 | Marker 2 298 759 (0.000) | 2 303 297 | Marker 2 497 697 (103.517) | 214 194 288 | 4.169 | -0.474 | -1.048 | 4.01 | |
果实横径 Fruit diameter | fd.6.1 | 7.879 | 6 | Marker 5 677 357 (1.078) | 20 106 539 | Marker 5 780 574 (1.078) | 20 160 568 | 8.508 | 0.128 | -0.118 | 10.07 |
胎座大小 Placenta size | ps.2.1 | 3.0 | 2 | Marker 10 002 907 (85.496) | 216 432 137 | Marker 9 874 093 (87.148) | 265 463 374 | 4.165 | 0.055 | -0.020 | 4.55 |
ps.7.1 | 3.0 | 7 | Marker 4 635 519 (29.078) | 159 363 433 | Marker 4 833 869 (29.391) | 159 487 524 | 4.903 | -0.060 | -0.011 | 5.35 | |
果肉厚 Pulp thickness | pt.11.1 | 3.0 | 11 | Marker 8 413 604 (10.153) | 15 070 036 | Marker 8 138 146 (10.822) | 17 555 138 | 9.341 | -0.008 | -0.006 | 1.64 |
单果重 Single fruit weight | sfw.7.1 | 2.50 | 7 | Marker 4 867 431 (115.364) | 214 736 276 | Marker 4 689 183 (115.587) | 214 880 551 | 2.683 | 0.985 | -0.584 | 4.33 |
Tab.6 QTL sites associated with pepper fruits
指标 Index | QTL位点 QTL position | LOD阈值 LOD threshold | 连锁群 LG | 起始位点 Start (cM) | 基因组位置 Position | 结束位点 End (cM) | 基因组位置 Position | 峰值 Max LOD | 加性 效应 ADD | 显性 效应 DOM | 贡献率 PVE (%) |
---|---|---|---|---|---|---|---|---|---|---|---|
色价 Color value | cv.2.1 | 3.0 | 2 | Marker 9 652 902 (82.581) | 195 194 879 | Marker 2 589 832 (83.251) | 213 996 356 | 5.06 | 1.352 | -0.875 | 8.58 |
cv.4.1 | 3.0 | 4 | Marker 2 873 477 (46.535) | 65 631 429 | Marker 2 589 832 (46.758) | 69 589 432 | 5.09 | -1.599 | -0.209 | 10.66 | |
cv.5.1 | 3.0 | 5 | Marker 3 537 264 (31.600) | 66 285 587 | Marker 3 232 947 (32.947) | 72 301 706 | 4.10 | -1.412 | -1.355 | 12.44 | |
辣椒红素 Capsanthin | c.2.1 | 3.0 | 2 | Marker 10 061 436 (11.484) | 32 103 356 | Marker 9 844 177 (12.198) | 48 592 505 | 4.185 | -3.561 | 2.233 | 11.40 |
c.5.1 | 3.0 | 4 | Marker 3 194 756 (35.728) | 72 364 437 | Marker 3 103 989 (37.838) | 94 768 342 | 3.451 | -2.795 | -1.380 | 7.14 | |
辣椒素 Capsaicin | cap.1.1 | 3.0 | 1 | Marker 399 630 (46.456) | 50 542 715 | Marker 609 519 (46.953) | 53 887 436 | 3.180 | 7.07 | 1.98 | 13.00 |
cap.2.1 | 3.0 | 2 | Marker 9 879 715 (95.401) | 196 431 135 | Marker 9 757 022 (96.562) | 215 833 374 | 9.095 | 1.73 | -5.12 | 18.95 | |
cap.8.1 | 3.0 | 8 | Marker 1 914 310 (62.236) | 95 346 742 | Marker 2 064 050 (66.653) | 109 634 672 | 5.861 | -1..52 | -0.43 | 13.29 | |
果实纵径 Fruit length | fl.2.1 | 3.0 | 2 | Marker 9 857 612 (0.000) | 3 298 310 | Marker 10 129 245 (2.545) | 11 043 459 | 3.448 | -0.320 | -1.497 | 6.18 |
fl.2.2 | 3.0 | 2 | Marker 9 820 290 (5.537) | 16 846 366 | Marker 9 926 410 (101.305) | 163 421 125 | 5.097 | 0.214 | -1.372 | 4.71 | |
fl.4.1 | 3.0 | 4 | Marker 2 298 759 (0.000) | 2 303 297 | Marker 2 497 697 (103.517) | 214 194 288 | 4.169 | -0.474 | -1.048 | 4.01 | |
果实横径 Fruit diameter | fd.6.1 | 7.879 | 6 | Marker 5 677 357 (1.078) | 20 106 539 | Marker 5 780 574 (1.078) | 20 160 568 | 8.508 | 0.128 | -0.118 | 10.07 |
胎座大小 Placenta size | ps.2.1 | 3.0 | 2 | Marker 10 002 907 (85.496) | 216 432 137 | Marker 9 874 093 (87.148) | 265 463 374 | 4.165 | 0.055 | -0.020 | 4.55 |
ps.7.1 | 3.0 | 7 | Marker 4 635 519 (29.078) | 159 363 433 | Marker 4 833 869 (29.391) | 159 487 524 | 4.903 | -0.060 | -0.011 | 5.35 | |
果肉厚 Pulp thickness | pt.11.1 | 3.0 | 11 | Marker 8 413 604 (10.153) | 15 070 036 | Marker 8 138 146 (10.822) | 17 555 138 | 9.341 | -0.008 | -0.006 | 1.64 |
单果重 Single fruit weight | sfw.7.1 | 2.50 | 7 | Marker 4 867 431 (115.364) | 214 736 276 | Marker 4 689 183 (115.587) | 214 880 551 | 2.683 | 0.985 | -0.584 | 4.33 |
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