园艺学报 ›› 2026, Vol. 53 ›› Issue (4): 1113-1124.doi: 10.16420/j.issn.0513-353x.2025-0105
• 遗传育种 · 种质资源 · 分子生物学 • 上一篇 下一篇
郭彩珍1,2, 王鹏飞1, 穆霄鹏1, 张建成1, 杜俊杰1,*(
)
收稿日期:2025-04-17
修回日期:2025-12-11
出版日期:2026-04-25
发布日期:2026-04-20
通讯作者:
基金资助:
GUO Caizhen1,2, WANG Pengfei1, MU Xiaopeng1, ZHANG Jiancheng1, DU Junjie1,*(
)
Received:2025-04-17
Revised:2025-12-11
Published:2026-04-25
Online:2026-04-20
摘要:
对欧李品种‘农大4号'(高酸)和‘DS-1'(低酸)及其208个F1代进行全基因组重测序,成功构建了首张欧李高密度遗传图谱,同时对果实酸度进行QTL定位。F1代连续两年果实可滴定酸含量呈现连续的正态分布,属于典型的多基因控制的数量性状;构建的图谱包含8个连锁群,5 371个SNP标记,总遗传距离为1 321.5 cM,标记间平均距离为0.26 cM;结合果实可滴定酸含量,利用复合区间作图法进行QTL定位,共检测到13个与果实酸度相关的QTL位点,表型变异贡献率在7.1% ~ 13.1%;QTL定位结果结合转录组数据分析,筛选出与果实酸度极显著相关的1个结构基因VHA-e1(LG3)和2个转录因子MYB44和bHLH148(LG1)。
郭彩珍, 王鹏飞, 穆霄鹏, 张建成, 杜俊杰. 欧李高密度遗传图谱构建及果实酸度QTL定位[J]. 园艺学报, 2026, 53(4): 1113-1124.
GUO Caizhen, WANG Pengfei, MU Xiaopeng, ZHANG Jiancheng, DU Junjie. High-Density Genetic Map Construction and QTL Mapping of Fruit Acidity in the Cerasus humilis[J]. Acta Horticulturae Sinica, 2026, 53(4): 1113-1124.
| 遗传参数Genetic parameter | 2021 | 2022 |
|---|---|---|
| 母本/% Female | 2.06 ± 0.03 | 2.13 ± 0.01 |
| 父本/% Male | 0.90 ± 0.03 | 0.91 ± 0.03 |
| F1株数 F1 Number | 139 | 196 |
| 子代平均值/% Progeny mean | 1.82 | 1.58 |
| 变异范围/% Progenies distribution | 0.82 ~ 2.96 | 0.84 ~ 2.80 |
| 变异系数/% CV | 25.74 | 25.22 |
| 超低亲率/% Ultra-low parent | 1.44 | 2.04 |
| 超高亲率/% Ultra-high parent | 30.94 | 10.72 |
| 遗传传递力/% Ta | 122.88 | 104.40 |
| 广义遗传力/% H2 | 99.70 | 99.73 |
| 年份间相关系数Correlation coefficient | 0.66(P < 0.01) | |
表1 欧李‘农大4号'בDS-1'杂交F1代果实可滴定酸含量遗传分析
Table 1 Genetic analysis of fruit titratable acid content in Cerasus humilis‘Nongda 4'בDS-1'F1 generation
| 遗传参数Genetic parameter | 2021 | 2022 |
|---|---|---|
| 母本/% Female | 2.06 ± 0.03 | 2.13 ± 0.01 |
| 父本/% Male | 0.90 ± 0.03 | 0.91 ± 0.03 |
| F1株数 F1 Number | 139 | 196 |
| 子代平均值/% Progeny mean | 1.82 | 1.58 |
| 变异范围/% Progenies distribution | 0.82 ~ 2.96 | 0.84 ~ 2.80 |
| 变异系数/% CV | 25.74 | 25.22 |
| 超低亲率/% Ultra-low parent | 1.44 | 2.04 |
| 超高亲率/% Ultra-high parent | 30.94 | 10.72 |
| 遗传传递力/% Ta | 122.88 | 104.40 |
| 广义遗传力/% H2 | 99.70 | 99.73 |
| 年份间相关系数Correlation coefficient | 0.66(P < 0.01) | |
| 样本 Sample | Clean Reads总数 Total clean reads | Clean Bases总数/Gb Total clean bases | Q30/% | GC/% |
|---|---|---|---|---|
| 农大4号Nongda 4 | 35 128 984 | 5.21 | 91.16 | 42.13 |
| DS-1 | 36 044 564 | 5.17 | 89.58 | 40.24 |
| F1子代 F1 Progenies | 1 839 622 152 | 261.89 | 89.29 | 39.61 |
| 合计Total | 1 910 795 700 | 272.27 | 90.01 | 40.66 |
表2 亲本及F1子代测序数据
Table 2 The sequencing data of parents and F1 progenies
| 样本 Sample | Clean Reads总数 Total clean reads | Clean Bases总数/Gb Total clean bases | Q30/% | GC/% |
|---|---|---|---|---|
| 农大4号Nongda 4 | 35 128 984 | 5.21 | 91.16 | 42.13 |
| DS-1 | 36 044 564 | 5.17 | 89.58 | 40.24 |
| F1子代 F1 Progenies | 1 839 622 152 | 261.89 | 89.29 | 39.61 |
| 合计Total | 1 910 795 700 | 272.27 | 90.01 | 40.66 |
| 名称 Sample | Clean 序列 Clean reads | Clean reads比对率/% Mapped-rate | 平均测序深度/× Ave-depth | 覆盖5×的碱基比 Cov_ratio_5× |
|---|---|---|---|---|
| 农大4号 Nongda 4 | 35 128 984 | 92.71 | 20.33 | 79.66 |
| DS-1 | 3 604 456 | 93.21 | 20.04 | 80.90 |
| F1均值F1 mean | 8 844 337 | 94.00 | 4.96 | 33.94 |
表3 测序数据与参考基因组比对结果
Table 3 The comparison results of sequencing data and reference genome
| 名称 Sample | Clean 序列 Clean reads | Clean reads比对率/% Mapped-rate | 平均测序深度/× Ave-depth | 覆盖5×的碱基比 Cov_ratio_5× |
|---|---|---|---|---|
| 农大4号 Nongda 4 | 35 128 984 | 92.71 | 20.33 | 79.66 |
| DS-1 | 3 604 456 | 93.21 | 20.04 | 80.90 |
| F1均值F1 mean | 8 844 337 | 94.00 | 4.96 | 33.94 |
| 连锁群 Linkage group | SNP数量 SNP number | 总图距/cM Total distance | 平均图距/cM Average distance | 最大Gap/cM Max Gap | Gaps < 5 cM/% |
|---|---|---|---|---|---|
| LG1 | 828 | 162.43 | 0.20 | 8.82 | 99.88 |
| LG2 | 655 | 197.41 | 0.30 | 12.52 | 99.08 |
| LG3 | 962 | 147.40 | 0.15 | 4.60 | 100.00 |
| LG4 | 446 | 153.86 | 0.34 | 7.67 | 99.78 |
| LG5 | 826 | 173.45 | 0.21 | 8.94 | 99.64 |
| LG6 | 558 | 158.51 | 0.28 | 7.43 | 99.82 |
| LG7 | 504 | 159.51 | 0.32 | 5.12 | 99.80 |
| LG8 | 592 | 168.93 | 0.29 | 7.64 | 99.15 |
| 总计 Total | 5 371 | 1 321.50 | — | — | — |
| 平均 Average | 671 | 165 | 0.26 | 7.84 | 99.64 |
表4 欧李‘农大4号'和‘DS-1'整合遗传图谱的基本信息
Table 4 The basic information of neutral genetic map of Cerasus humilis‘Nongda 4'and‘DS-1'
| 连锁群 Linkage group | SNP数量 SNP number | 总图距/cM Total distance | 平均图距/cM Average distance | 最大Gap/cM Max Gap | Gaps < 5 cM/% |
|---|---|---|---|---|---|
| LG1 | 828 | 162.43 | 0.20 | 8.82 | 99.88 |
| LG2 | 655 | 197.41 | 0.30 | 12.52 | 99.08 |
| LG3 | 962 | 147.40 | 0.15 | 4.60 | 100.00 |
| LG4 | 446 | 153.86 | 0.34 | 7.67 | 99.78 |
| LG5 | 826 | 173.45 | 0.21 | 8.94 | 99.64 |
| LG6 | 558 | 158.51 | 0.28 | 7.43 | 99.82 |
| LG7 | 504 | 159.51 | 0.32 | 5.12 | 99.80 |
| LG8 | 592 | 168.93 | 0.29 | 7.64 | 99.15 |
| 总计 Total | 5 371 | 1 321.50 | — | — | — |
| 平均 Average | 671 | 165 | 0.26 | 7.84 | 99.64 |
图3 中性遗传图上Marker的连锁关系 每个小方格代表成对标记之间的重组率。黄色表示较低的重组率,说明两个标记之间有较强的连锁关系。紫色则代表相反情况
Fig. 3 Marker linkage on the neutral genetic map Each cell represents the recombination rate of pair-wise markers. Yellow indicates a lower recombination rate,suggesting a stronger linkage between markers. Purple represents the opposite situation
| 年份 Year | 连锁群 Linkage group | 位点 QTL | 置信区间/ cM Confidence interval | 包含标记数 Mark number | LOD | 贡献率/% Phenotypic variation explained(PVE) |
|---|---|---|---|---|---|---|
| 2021 | LG1 | 21TA-1 | 67.863 | 1 | 3.35 | 10.5 |
| LG1 | 21TA-2 | 77.669 | 1 | 3.72 | 11.6 | |
| LG6 | 21TA-3 | 44.269 ~ 47.515 | 6 | 3.68 ~ 4.17 | 10.9 ~ 13.1 | |
| LG7 | 21TA-4 | 68.627 ~ 69.023 | 2 | 3.29 ~ 3.52 | 10.3 ~ 11.0 | |
| LG7 | 21TA-5 | 69.610 ~ 69.699 | 1 | 3.60 | 11.0 | |
| 2022 | LG1 | 22TA-1 | 71.508 ~ 71.509 | 2 | 4.57 ~ 4.60 | 10.3 ~ 10.4 |
| LG1 | 22TA-2 | 75.915 ~ 75.929 | 4 | 3.42 ~ 3.60 | 7.8 ~ 8.2 | |
| LG1 | 22TA-3 | 85.683 ~ 85.949 | 4 | 3.88 ~ 4.86 | 8.8 ~ 11.0 | |
| LG1 | 22TA-4 | 91.371 ~ 91.417 | 2 | 3.75 ~ 3.86 | 8.6 ~ 8.8 | |
| LG1 | 22TA-5 | 106.103 ~ 106.335 | 3 | 3.76 ~ 5.18 | 8.6 ~ 11.6 | |
| LG2 | 22TA-6 | 99.136 ~ 99.197 | 2 | 3.64 ~ 3.82 | 8.3 ~ 8.7 | |
| LG2 | 22TA-7 | 134.655 ~ 134.665 | 2 | 3.13 ~ 3.31 | 7.2 ~ 7.6 | |
| LG3 | 22TA-8 | 67.600 ~ 67.883 | 4 | 3.07 ~ 3.13 | 7.1 ~ 7.2 |
表5 果实酸度在遗传图谱中的QTL定位结果
Table 5 QTL mapping of fruit acidity on genetic map
| 年份 Year | 连锁群 Linkage group | 位点 QTL | 置信区间/ cM Confidence interval | 包含标记数 Mark number | LOD | 贡献率/% Phenotypic variation explained(PVE) |
|---|---|---|---|---|---|---|
| 2021 | LG1 | 21TA-1 | 67.863 | 1 | 3.35 | 10.5 |
| LG1 | 21TA-2 | 77.669 | 1 | 3.72 | 11.6 | |
| LG6 | 21TA-3 | 44.269 ~ 47.515 | 6 | 3.68 ~ 4.17 | 10.9 ~ 13.1 | |
| LG7 | 21TA-4 | 68.627 ~ 69.023 | 2 | 3.29 ~ 3.52 | 10.3 ~ 11.0 | |
| LG7 | 21TA-5 | 69.610 ~ 69.699 | 1 | 3.60 | 11.0 | |
| 2022 | LG1 | 22TA-1 | 71.508 ~ 71.509 | 2 | 4.57 ~ 4.60 | 10.3 ~ 10.4 |
| LG1 | 22TA-2 | 75.915 ~ 75.929 | 4 | 3.42 ~ 3.60 | 7.8 ~ 8.2 | |
| LG1 | 22TA-3 | 85.683 ~ 85.949 | 4 | 3.88 ~ 4.86 | 8.8 ~ 11.0 | |
| LG1 | 22TA-4 | 91.371 ~ 91.417 | 2 | 3.75 ~ 3.86 | 8.6 ~ 8.8 | |
| LG1 | 22TA-5 | 106.103 ~ 106.335 | 3 | 3.76 ~ 5.18 | 8.6 ~ 11.6 | |
| LG2 | 22TA-6 | 99.136 ~ 99.197 | 2 | 3.64 ~ 3.82 | 8.3 ~ 8.7 | |
| LG2 | 22TA-7 | 134.655 ~ 134.665 | 2 | 3.13 ~ 3.31 | 7.2 ~ 7.6 | |
| LG3 | 22TA-8 | 67.600 ~ 67.883 | 4 | 3.07 ~ 3.13 | 7.1 ~ 7.2 |
| 基因ID Gene ID | 位置 Location | 注释 Annotation |
|---|---|---|
| ouLi_002143 | Chr01:21547678-21553051 | 丙酮酸脱氢酶E1亚基Pyruvate dehydrogenase E1 component subunit |
| ouLi_002975 | Chr01:27180756-27193970 | 铝激活苹果酸转运蛋白Aluminum-activated malate transporter(ALMT9) |
| ouLi_004592 | Chr01:36585973-36587431 | V型质子ATP酶c''1亚基V-type proton ATPase subunit c''1(VHA-c''1) |
| ouLi_003613 | Chr01:30704188-30710433 | V型质子ATP酶a3亚基V-type proton ATPase subunit a3(VHA-a3) |
| ouLi_004286 | Chr01:34805791-3498913 | NADP依赖型苹果酸酶NADP-dependent malic enzyme(ME1) |
| ouLi_005250 | Chr01:41036263-41042630 | 磷酸烯醇式丙酮酸羧激酶Phosphoenolpyruvate carboxykinase(PEPCK) |
| ouLi_005370 | Chr01:42084592-42085645 | V型质子ATP酶G1亚基V-type proton ATPase subunit G1(VHA-G1) |
| ouLi_000951 | Chr01:7754069-7757303 | 丙酮酸脱氢酶激酶Pyruvate dehydrogenase kinase(PDK) |
| ouLi_002922 | Chr01:26894035-26900595 | 磷酸烯醇式丙酮酸羧化酶4 Phosphoenolpyruvate carboxylase 4(PEPC4) |
| ouLi_002547 | Chr01:24612635-24617562 | 丙酮酸脱氢酶E1亚基Pyruvate dehydrogenase E1 component subunit |
| ouLi_006462 | Chr02:3493489-3498913 | V型质子ATP酶E2亚基V-type proton ATPase subunit E2(VHA-E2) |
| ouLi_007563 | Chr02:10814886-10815511 | 琥珀酸脱氢酶Succinate dehydrogenase(SDH2-3) |
| ouLi_007908 | Chr02:16373753-16377457 | 琥珀酸脱氢酶Succinate dehydrogenase(SDH6) |
| ouLi_006283 | Chr02:2636998-2641289 | 焦磷酸驱动液泡膜质子泵Pyrophosphate-energized vacuolar membrane proton pump(AVP1) |
| ouLi_007013 | Chr02:6659085-6661164 | V型质子ATP酶G亚基V-type proton ATPase subunit G(VHA-G) |
| ouLi_007032 | Chr02:6777034-6779884 | NAD依赖型异柠檬酸脱氢酶Isocitrate dehydrogenase [NAD](IDH5) |
| ouLi_007280 | Chr02:8350333-8353503 | 磷酸烯醇式丙酮酸羧激酶Phosphoenolpyruvate carboxykinase(PEPCK) |
| ouLi_007281 | Chr02:8357959-8363295 | 磷酸烯醇式丙酮酸羧激酶Phosphoenolpyruvate carboxykinase(PEPCK) |
| ouLi_007562 | Chr02:10809841-10814853 | 琥珀酸脱氢酶Succinate dehydrogenase(SDH2-3) |
| ouLi_009926 | Chr03:9029672-9035094 | 琥珀酰辅酶A连接酶succinate-CoA ligase |
| ouLi_010115 | Chr03:11715042-11717715 | V型质子ATP酶e1亚基V-type proton ATPase subunit e1(VHA-e1) |
| ouLi_010174 | Chr03:12276025-12278623 | NAD依赖型异柠檬酸脱氢酶Isocitrate dehydrogenase [NAD](IDH1) |
表6 果实酸度相关候选基因发掘
Table 6 Candidate genes selected for fruit acidity
| 基因ID Gene ID | 位置 Location | 注释 Annotation |
|---|---|---|
| ouLi_002143 | Chr01:21547678-21553051 | 丙酮酸脱氢酶E1亚基Pyruvate dehydrogenase E1 component subunit |
| ouLi_002975 | Chr01:27180756-27193970 | 铝激活苹果酸转运蛋白Aluminum-activated malate transporter(ALMT9) |
| ouLi_004592 | Chr01:36585973-36587431 | V型质子ATP酶c''1亚基V-type proton ATPase subunit c''1(VHA-c''1) |
| ouLi_003613 | Chr01:30704188-30710433 | V型质子ATP酶a3亚基V-type proton ATPase subunit a3(VHA-a3) |
| ouLi_004286 | Chr01:34805791-3498913 | NADP依赖型苹果酸酶NADP-dependent malic enzyme(ME1) |
| ouLi_005250 | Chr01:41036263-41042630 | 磷酸烯醇式丙酮酸羧激酶Phosphoenolpyruvate carboxykinase(PEPCK) |
| ouLi_005370 | Chr01:42084592-42085645 | V型质子ATP酶G1亚基V-type proton ATPase subunit G1(VHA-G1) |
| ouLi_000951 | Chr01:7754069-7757303 | 丙酮酸脱氢酶激酶Pyruvate dehydrogenase kinase(PDK) |
| ouLi_002922 | Chr01:26894035-26900595 | 磷酸烯醇式丙酮酸羧化酶4 Phosphoenolpyruvate carboxylase 4(PEPC4) |
| ouLi_002547 | Chr01:24612635-24617562 | 丙酮酸脱氢酶E1亚基Pyruvate dehydrogenase E1 component subunit |
| ouLi_006462 | Chr02:3493489-3498913 | V型质子ATP酶E2亚基V-type proton ATPase subunit E2(VHA-E2) |
| ouLi_007563 | Chr02:10814886-10815511 | 琥珀酸脱氢酶Succinate dehydrogenase(SDH2-3) |
| ouLi_007908 | Chr02:16373753-16377457 | 琥珀酸脱氢酶Succinate dehydrogenase(SDH6) |
| ouLi_006283 | Chr02:2636998-2641289 | 焦磷酸驱动液泡膜质子泵Pyrophosphate-energized vacuolar membrane proton pump(AVP1) |
| ouLi_007013 | Chr02:6659085-6661164 | V型质子ATP酶G亚基V-type proton ATPase subunit G(VHA-G) |
| ouLi_007032 | Chr02:6777034-6779884 | NAD依赖型异柠檬酸脱氢酶Isocitrate dehydrogenase [NAD](IDH5) |
| ouLi_007280 | Chr02:8350333-8353503 | 磷酸烯醇式丙酮酸羧激酶Phosphoenolpyruvate carboxykinase(PEPCK) |
| ouLi_007281 | Chr02:8357959-8363295 | 磷酸烯醇式丙酮酸羧激酶Phosphoenolpyruvate carboxykinase(PEPCK) |
| ouLi_007562 | Chr02:10809841-10814853 | 琥珀酸脱氢酶Succinate dehydrogenase(SDH2-3) |
| ouLi_009926 | Chr03:9029672-9035094 | 琥珀酰辅酶A连接酶succinate-CoA ligase |
| ouLi_010115 | Chr03:11715042-11717715 | V型质子ATP酶e1亚基V-type proton ATPase subunit e1(VHA-e1) |
| ouLi_010174 | Chr03:12276025-12278623 | NAD依赖型异柠檬酸脱氢酶Isocitrate dehydrogenase [NAD](IDH1) |
图5 不同欧李种质果实发育期关键基因表达量的动态变化 S1:幼果期;S2:硬核期;S3:转色期;S4:着色期;S5:成熟期
Fig. 5 Dynamic changes of key genes expression during fruit development of different germplasms S1:Young fruit stage;S2:Ard core stage;S3:Turning stage;S4:Coloring stage;S5:Mature stage
| 基因 Gene | 可滴定酸含量 Titrable acid content | 苹果酸含量 Malic acid content |
|---|---|---|
| VHA-e1 | 0.83** | 0.53** |
| MYB44 | 0.69** | 0.80** |
| bHLH148 | 0.56** | 0.68** |
表7 可滴定酸含量和候选基因表达量的相关系数
Table 7 Correlation coefficient of titrable acid content and key genes expression
| 基因 Gene | 可滴定酸含量 Titrable acid content | 苹果酸含量 Malic acid content |
|---|---|---|
| VHA-e1 | 0.83** | 0.53** |
| MYB44 | 0.69** | 0.80** |
| bHLH148 | 0.56** | 0.68** |
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