Xinjiang Agricultural Sciences ›› 2024, Vol. 61 ›› Issue (5): 1077-1084.DOI: 10.6048/j.issn.1001-4330.2024.05.005
• Crop Genetics and Breeding·Germplasm Resources·Molecular Genetics • Previous Articles Next Articles
JU Le1,2(), QI Juncang1(
), NIU Yinting2, SHI Peichun1, SONG Ruijiao1, SONG Lingyu1, YIN Zhigang2, CHEN Peiyu2, QIANG Xuelan3
Received:
2023-10-25
Online:
2024-05-20
Published:
2024-07-09
Correspondence author:
QI Juncang
Supported by:
鞠乐1,2(), 齐军仓1(
), 牛银亭2, 石培春1, 宋瑞娇1, 宋凌宇1, 阴志刚2, 陈培育2, 强学兰3
通讯作者:
齐军仓
作者简介:
鞠乐(1987-),女,河南邓州人,助理研究员,研究方向为杂粮遗传育种与栽培,(E-mail)695112004@qq.com
基金资助:
CLC Number:
JU Le, QI Juncang, NIU Yinting, SHI Peichun, SONG Ruijiao, SONG Lingyu, YIN Zhigang, CHEN Peiyu, QIANG Xuelan. RNA-seq-based mining and analysis of drought-related genes in barley seedlings[J]. Xinjiang Agricultural Sciences, 2024, 61(5): 1077-1084.
鞠乐, 齐军仓, 牛银亭, 石培春, 宋瑞娇, 宋凌宇, 阴志刚, 陈培育, 强学兰. 基于RNA-seq的大麦苗期抗旱相关基因的挖掘与分析[J]. 新疆农业科学, 2024, 61(5): 1077-1084.
基因ID Gene ID | 正向引物Forward primer | 反向引物Reverse primer |
---|---|---|
HG0227420.1 | TCACTGTTGTATCGGTTTTGTATCA | GTAGTAGCTCTTGCCTCTTAATCATTT |
HG0720280.1 | AGGAGAGGCTACTACGGGATGT | TTAAAGTCGACGTTGTTGAGGG |
HG0464400.1 | GTACGTCACGGGGAGGGC | ATCACACATACACATCGGCTAAAGT |
HG0330150.1 | GGGATTTCTTGGCTAAGGTGTC | CCGTGATGATGTGAGTGGTTG |
HG0333810.1 | CTGTCTACCGTGTTATCGCTCG | AACTTTTGCCCTCATTTTTCATT |
Tab.1 RT-qPCR primer sequence
基因ID Gene ID | 正向引物Forward primer | 反向引物Reverse primer |
---|---|---|
HG0227420.1 | TCACTGTTGTATCGGTTTTGTATCA | GTAGTAGCTCTTGCCTCTTAATCATTT |
HG0720280.1 | AGGAGAGGCTACTACGGGATGT | TTAAAGTCGACGTTGTTGAGGG |
HG0464400.1 | GTACGTCACGGGGAGGGC | ATCACACATACACATCGGCTAAAGT |
HG0330150.1 | GGGATTTCTTGGCTAAGGTGTC | CCGTGATGATGTGAGTGGTTG |
HG0333810.1 | CTGTCTACCGTGTTATCGCTCG | AACTTTTGCCCTCATTTTTCATT |
基因编号 Gene ID | 基因注释 Gene annotation | 差异倍数 logFC | 显著性 P value |
---|---|---|---|
HORVU.MOREX.r3.1HG0008130 | 可能为肉桂醇脱氢酶5 | 8.53 | 1.96E-07 |
HORVU.MOREX.r3.1HG0041720 | 极长链醛脱碳酶GL1-5 | 9.96 | 5.34E-07 |
HORVU.MOREX.r3.1HG0082800 | 可能为异天冬氨酸肽酶/ l -天冬酰胺酶2 | 9.40 | 0.0013 |
HORVU.MOREX.r3.2HG0139380 | 异柠檬酸裂合酶 | 10.33 | 6.10E-07 |
HORVU.MOREX.r3.2HG0170930 | 22.0 kDa热休克蛋白 | 11.13 | 3.99E-16 |
HORVU.MOREX.r3.2HG0195920 | 泛素- 40s核糖体蛋白S27a-1 | 9.35 | 1.03E-08 |
HORVU.MOREX.r3.3HG0286930 | BURP结构域蛋白RD22 | 8.54 | 8.95E-07 |
HORVU.MOREX.r3.3HG0286980 | 可能的WRKY转录因子56 | 10.06 | 1.94E-05 |
HORVU.MOREX.r3.3HG0325680 | 丝氨酸脱羧酶1 | 11.65 | 7.56E-13 |
HORVU.MOREX.r3.4HG0386330 | ABC转运蛋白G家族成员5 | 11.16 | 7.68E-07 |
HORVU.MOREX.r3.5HG0481950 | 叶绿体低分子质量早期光诱导蛋白HV90 | 9.06 | 5.10E-12 |
HORVU.MOREX.r3.6HG0622760 | 脱水素DHN4 | 14.24 | 8.48E-07 |
HORVU.MOREX.r3.6HG0622770 | 脱水素DHN3 | 15.66 | 2.39E-11 |
HORVU.MOREX.r3.7HG0666580 | 叶绿体ATP依赖性锌金属蛋白酶FTSH 6 | 13.64 | 1.32E-07 |
HORVU.MOREX.r3.1HG0010600 | 色氨酸脱羧酶1 | -12.52 | 1.53E-06 |
HORVU.MOREX.r3.2HG0112630 | 过氧化物酶1 | -10.23 | 4.46E-08 |
HORVU.MOREX.r3.2HG0112720 | 过氧化物酶2 | -10.62 | 9.72E-22 |
HORVU.MOREX.r3.2HG0117260 | 蛋白质HEADING DATE 3A | -11.38 | 2.44E-16 |
HORVU.MOREX.r3.3HG0227850 | AP2/ERF和B3结构域蛋白 | -10.82 | 7.05E-19 |
HORVU.MOREX.r3.3HG0276230 | 磷脂酶A1-II 3 | -10.78 | 6.26E-23 |
HORVU.MOREX.r3.3HG0318390 | LRR受体激酶BAK1 | -8.15 | 1.43E-16 |
HORVU.MOREX.r3.4HG0399940 | 转氨酶ALD1同源物 | -8.56 | 9.99E-06 |
HORVU.MOREX.r3.4HG0408430 | 乙烯应答转录因子ERF096 | -9.72 | 1.10E-10 |
HORVU.MOREX.r3.5HG0479070 | 转录因子MYB20 | -10.31 | 4.43E-22 |
HORVU.MOREX.r3.5HG0514340 | 转录因子JUNGBRUNNEN 1 | -10.74 | 2.81E-16 |
HORVU.MOREX.r3.5HG0528610 | 细胞数目调控因子10 | -8.29 | 1.66E-08 |
HORVU.MOREX.r3.7HG0659450 | 羟基肉桂酰转移酶4 | -11.43 | 1.35E-13 |
Tab.2 Part of DEGs response to drought stress at seedling stage of Barley under drought stress
基因编号 Gene ID | 基因注释 Gene annotation | 差异倍数 logFC | 显著性 P value |
---|---|---|---|
HORVU.MOREX.r3.1HG0008130 | 可能为肉桂醇脱氢酶5 | 8.53 | 1.96E-07 |
HORVU.MOREX.r3.1HG0041720 | 极长链醛脱碳酶GL1-5 | 9.96 | 5.34E-07 |
HORVU.MOREX.r3.1HG0082800 | 可能为异天冬氨酸肽酶/ l -天冬酰胺酶2 | 9.40 | 0.0013 |
HORVU.MOREX.r3.2HG0139380 | 异柠檬酸裂合酶 | 10.33 | 6.10E-07 |
HORVU.MOREX.r3.2HG0170930 | 22.0 kDa热休克蛋白 | 11.13 | 3.99E-16 |
HORVU.MOREX.r3.2HG0195920 | 泛素- 40s核糖体蛋白S27a-1 | 9.35 | 1.03E-08 |
HORVU.MOREX.r3.3HG0286930 | BURP结构域蛋白RD22 | 8.54 | 8.95E-07 |
HORVU.MOREX.r3.3HG0286980 | 可能的WRKY转录因子56 | 10.06 | 1.94E-05 |
HORVU.MOREX.r3.3HG0325680 | 丝氨酸脱羧酶1 | 11.65 | 7.56E-13 |
HORVU.MOREX.r3.4HG0386330 | ABC转运蛋白G家族成员5 | 11.16 | 7.68E-07 |
HORVU.MOREX.r3.5HG0481950 | 叶绿体低分子质量早期光诱导蛋白HV90 | 9.06 | 5.10E-12 |
HORVU.MOREX.r3.6HG0622760 | 脱水素DHN4 | 14.24 | 8.48E-07 |
HORVU.MOREX.r3.6HG0622770 | 脱水素DHN3 | 15.66 | 2.39E-11 |
HORVU.MOREX.r3.7HG0666580 | 叶绿体ATP依赖性锌金属蛋白酶FTSH 6 | 13.64 | 1.32E-07 |
HORVU.MOREX.r3.1HG0010600 | 色氨酸脱羧酶1 | -12.52 | 1.53E-06 |
HORVU.MOREX.r3.2HG0112630 | 过氧化物酶1 | -10.23 | 4.46E-08 |
HORVU.MOREX.r3.2HG0112720 | 过氧化物酶2 | -10.62 | 9.72E-22 |
HORVU.MOREX.r3.2HG0117260 | 蛋白质HEADING DATE 3A | -11.38 | 2.44E-16 |
HORVU.MOREX.r3.3HG0227850 | AP2/ERF和B3结构域蛋白 | -10.82 | 7.05E-19 |
HORVU.MOREX.r3.3HG0276230 | 磷脂酶A1-II 3 | -10.78 | 6.26E-23 |
HORVU.MOREX.r3.3HG0318390 | LRR受体激酶BAK1 | -8.15 | 1.43E-16 |
HORVU.MOREX.r3.4HG0399940 | 转氨酶ALD1同源物 | -8.56 | 9.99E-06 |
HORVU.MOREX.r3.4HG0408430 | 乙烯应答转录因子ERF096 | -9.72 | 1.10E-10 |
HORVU.MOREX.r3.5HG0479070 | 转录因子MYB20 | -10.31 | 4.43E-22 |
HORVU.MOREX.r3.5HG0514340 | 转录因子JUNGBRUNNEN 1 | -10.74 | 2.81E-16 |
HORVU.MOREX.r3.5HG0528610 | 细胞数目调控因子10 | -8.29 | 1.66E-08 |
HORVU.MOREX.r3.7HG0659450 | 羟基肉桂酰转移酶4 | -11.43 | 1.35E-13 |
GO编号 GO ID | GO分类 GO term | 矫正后的P值 P.adjust | GO编号 GO ID | GO分类 GO term | 矫正后的P值 P.adjust |
---|---|---|---|---|---|
GO:0010200 | 对几丁质的反应 | 4.56E-10 | GO:0071484 | 细胞对光照强度的反应 | 9.56E-06 |
GO:0009451 | RNA修饰 | 2.27E-08 | GO:0006952 | 防御反应 | 9.56E-06 |
GO:0009607 | 对生物刺激的反应 | 8.66E-07 | GO:0006950 | 对胁迫的反应 | 1.76E-05 |
GO:1901700 | 对含氧化合物的反应 | 8.66E-07 | GO:0010243 | 对有机氮化合物的反应 | 2.90E-05 |
GO:0043207 | 对外部生物刺激的反应 | 8.66E-07 | GO:0009644 | 对高光照强度的反应 | 4.32E-05 |
GO:0010117 | 光保护 | 8.66E-07 | GO:0010030 | 种子萌发的正向调节 | 5.33E-05 |
GO:0051707 | 对其他生物的反应 | 8.66E-07 | GO:0090305 | 核酸磷酸二酯键水解 | 5.33E-05 |
GO:0070141 | 对紫外线A的反应 | 1.33E-06 | GO:0042493 | 对药物的反应 | 6.22E-05 |
GO:0071492 | 细胞对紫外线A的反应 | 1.33E-06 | GO:0001101 | 对酸化学物质的反应 | 6.22E-05 |
GO:0004519 | 内切酶活性 | 1.33E-06 | GO:0010380 | 叶绿素生物合成过程的调节 | 6.22E-05 |
GO:0098542 | 对其他生物的防御反应 | 1.47E-06 | GO:1901463 | 四吡咯生物合成过程的调控 | 6.22E-05 |
GO:0042742 | 对细菌的防御反应 | 3.52E-06 | GO:0071490 | 细胞对远红外线的反应 | 8.41E-05 |
GO:0004518 | 核酸酶活性 | 3.72E-06 | GO:0016788 | 水解酶活性,作用于酯键 | 9.30E-05 |
GO:0071491 | 细胞对红光的反应 | 4.76E-06 | GO:0009620 | 对真菌的反应 | 9.74E-05 |
GO:0071486 | 细胞对高光照强度的反应 | 4.76E-06 | GO:0009295 | 类核 | 9.77E-05 |
Tab.3 GO enrichment analysis of DEGs in Barley under drought stress
GO编号 GO ID | GO分类 GO term | 矫正后的P值 P.adjust | GO编号 GO ID | GO分类 GO term | 矫正后的P值 P.adjust |
---|---|---|---|---|---|
GO:0010200 | 对几丁质的反应 | 4.56E-10 | GO:0071484 | 细胞对光照强度的反应 | 9.56E-06 |
GO:0009451 | RNA修饰 | 2.27E-08 | GO:0006952 | 防御反应 | 9.56E-06 |
GO:0009607 | 对生物刺激的反应 | 8.66E-07 | GO:0006950 | 对胁迫的反应 | 1.76E-05 |
GO:1901700 | 对含氧化合物的反应 | 8.66E-07 | GO:0010243 | 对有机氮化合物的反应 | 2.90E-05 |
GO:0043207 | 对外部生物刺激的反应 | 8.66E-07 | GO:0009644 | 对高光照强度的反应 | 4.32E-05 |
GO:0010117 | 光保护 | 8.66E-07 | GO:0010030 | 种子萌发的正向调节 | 5.33E-05 |
GO:0051707 | 对其他生物的反应 | 8.66E-07 | GO:0090305 | 核酸磷酸二酯键水解 | 5.33E-05 |
GO:0070141 | 对紫外线A的反应 | 1.33E-06 | GO:0042493 | 对药物的反应 | 6.22E-05 |
GO:0071492 | 细胞对紫外线A的反应 | 1.33E-06 | GO:0001101 | 对酸化学物质的反应 | 6.22E-05 |
GO:0004519 | 内切酶活性 | 1.33E-06 | GO:0010380 | 叶绿素生物合成过程的调节 | 6.22E-05 |
GO:0098542 | 对其他生物的防御反应 | 1.47E-06 | GO:1901463 | 四吡咯生物合成过程的调控 | 6.22E-05 |
GO:0042742 | 对细菌的防御反应 | 3.52E-06 | GO:0071490 | 细胞对远红外线的反应 | 8.41E-05 |
GO:0004518 | 核酸酶活性 | 3.72E-06 | GO:0016788 | 水解酶活性,作用于酯键 | 9.30E-05 |
GO:0071491 | 细胞对红光的反应 | 4.76E-06 | GO:0009620 | 对真菌的反应 | 9.74E-05 |
GO:0071486 | 细胞对高光照强度的反应 | 4.76E-06 | GO:0009295 | 类核 | 9.77E-05 |
基因编号Gene ID | 相对表达量Relative expression |
---|---|
HG0227420.1 | 4.71 |
HG0720280.1 | 8.62 |
HG0464400.1 | 7.73 |
HG0330150.1 | 4.50 |
HG0333810.1 | 3.63 |
Tab.4 Confirmation of the transcriptomic profiles of selected genes by RT-qPCR
基因编号Gene ID | 相对表达量Relative expression |
---|---|
HG0227420.1 | 4.71 |
HG0720280.1 | 8.62 |
HG0464400.1 | 7.73 |
HG0330150.1 | 4.50 |
HG0333810.1 | 3.63 |
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