植物学报 ›› 2025, Vol. 60 ›› Issue (1): 33-48.DOI: 10.11983/CBB24097 cstr: 32102.14.CBB24097
张向歌, 陈晨, 程珊, 李春鑫, 朱雅婧, 许欣然, 王会伟*()
收稿日期:
2024-06-28
接受日期:
2024-08-20
出版日期:
2025-01-10
发布日期:
2024-08-27
通讯作者:
* 王会伟, 博士, 研究员, 河南省优秀专家, 享受国务院特殊津贴专家。河南省农业科学院经济作物研究所副所长, 油莎豆学科技术带头人。主要从事油莎豆种质资源鉴定、评价和创制, 关键性状形成机制解析, 品种遗传改良等研究。E-mail: whuiweiw@163.com基金资助:
Xiangge Zhang, Chen Chen, Shan Cheng, Chunxin Li, Yajing Zhu, Xinran Xu, Huiwei Wang*()
Received:
2024-06-28
Accepted:
2024-08-20
Online:
2025-01-10
Published:
2024-08-27
Contact:
* E-mail: 摘要: 块茎是油莎豆(Cyperus esculentus)独特且极其重要的器官, 富含油脂且具有与种子类似的繁殖能力, 研究油莎豆块茎特异性表达基因对于解析其块茎特异性生长发育(尤其是油脂积累)的调控机理具有重要意义。通过对油莎豆主要器官(根、叶、分蘖节、匍匐茎和块茎)进行转录组测序, 全面筛选块茎特异性表达基因, 并分析相关基因的功能。结果表明, 分别以根、叶、分蘖节和匍匐茎为对照, 经过多组比对分析后共鉴定出155个块茎特异性表达基因; GO富集分析显示, 与种子发育、种子油体合成、油脂储存、脱落酸响应、非生物刺激响应和蛋白折叠相关的7个GO条目显著富集, 这些GO条目涉及的基因恰好反映出油莎豆块茎独特的类似种子的发育特性。其中, CESC_00080和CESC_16572编码油体钙蛋白, CESC_08636、CESC_12549和CESC_17828编码油体蛋白, 均参与植物油体的形成, 而油体形成是植物完成油脂储存的关键步骤, 表明这些油体形成相关基因在块茎中的特异性表达可能是油莎豆在块茎中储存大量油脂的关键所在。此外, 还筛选出8个块茎特异性表达转录因子编码基因, 如CESC_00448 (编码abscisic acid insensitive 5-like protein ABI5)和CESC_03736 (编码heat stress transcription factor C), 而在鉴定到的块茎特异性表达基因中发现一些潜在的靶基因, 表明这些转录因子可能调控各自靶基因的特异性表达。综上, 研究结果可为油莎豆块茎发育相关基因调控网络的构建以及块茎特异性基因表达的分子机制解析提供重要参考。
张向歌, 陈晨, 程珊, 李春鑫, 朱雅婧, 许欣然, 王会伟. 油莎豆块茎特异性表达基因鉴定及分析. 植物学报, 2025, 60(1): 33-48.
Xiangge Zhang, Chen Chen, Shan Cheng, Chunxin Li, Yajing Zhu, Xinran Xu, Huiwei Wang. Identification and Analysis of Tuber-specific Expression Genes in Cyperus esculentus. Chinese Bulletin of Botany, 2025, 60(1): 33-48.
Gene | Forward primer (5′-3′) | Reverse primer (5′-3′) |
---|---|---|
CESC_13967 | ACTCTGGTGATGGTGTGAGC | CCCTCTCTCCGTCAGGATCT |
CESC_00080 | CTACCACCTCTCCGTGCTTC | CTACCACCTCTCCGTGCTTC |
CESC_17828 | GCACCAGAGAGAAGGACAGC | GCACCAGAGAGAAGGACAGC |
CESC_00330 | GACAAACCATCACCACAGCG | ATCACCAGCATCTTCCCGTC |
CESC_18197 | GCCACTCCATTCCGATTTGC | GCGTGAAGTTGCCGATGATG |
CESC_16081 | CGGGTCAACAGAAGAAGGAGC | CGTCGACAGTCTTGTTCTCC |
CESC_03736 | GGATTCGGTGATCTCGTGGG | CAGCTCTATCAGCCTCGCTT |
表1 qRT-PCR特异性引物序列
Table 1 Specific primer sequences of qRT-PCR
Gene | Forward primer (5′-3′) | Reverse primer (5′-3′) |
---|---|---|
CESC_13967 | ACTCTGGTGATGGTGTGAGC | CCCTCTCTCCGTCAGGATCT |
CESC_00080 | CTACCACCTCTCCGTGCTTC | CTACCACCTCTCCGTGCTTC |
CESC_17828 | GCACCAGAGAGAAGGACAGC | GCACCAGAGAGAAGGACAGC |
CESC_00330 | GACAAACCATCACCACAGCG | ATCACCAGCATCTTCCCGTC |
CESC_18197 | GCCACTCCATTCCGATTTGC | GCGTGAAGTTGCCGATGATG |
CESC_16081 | CGGGTCAACAGAAGAAGGAGC | CGTCGACAGTCTTGTTCTCC |
CESC_03736 | GGATTCGGTGATCTCGTGGG | CAGCTCTATCAGCCTCGCTT |
图1 油莎豆全生育期观察 (A) 干块茎(bar=20 mm); (B) 块茎发芽(bar=10 mm); (C) 幼苗生长(bar=50 mm); (D) 匍匐茎形成(bar=30 mm); (E) 分蘖形成(bar=25 mm); (F) 块茎形成(bar=25 mm); (G) 块茎变大(bar=25 mm); (H) 叶片枯黄(bar=80 mm); (I) 不同器官的油脂含量
Figure 1 Observation of the whole growth period of Cyperus esculentus (A) Dried tuber (bar=20 mm); (B) Tuber germination (bar=10 mm); (C) Seedling growth (bar=50 mm); (D) Stolon formation (bar=30 mm); (E) Tillering formation (bar=25 mm); (F) Tuber formation (bar=25 mm); (G) The enlargement of tubers (bar= 25 mm); (H) Dry yellow leaves (bar=80 mm); (I) The oil content in different organs
Samples | Clean reads | Clean bases | Q20 (%) | Q30 (%) | Mapped reads | Mapped ratio (%) |
---|---|---|---|---|---|---|
Root | 57066812 | 8330335323 | 97.86 | 93.98 | 51517757 | 90.26 |
Leaf | 54318808 | 7949486769 | 97.59 | 93.40 | 48848097 | 89.92 |
Tillering node | 57497577 | 8370290261 | 97.26 | 93.71 | 51548858 | 89.66 |
Stolon | 58790213 | 8560106850 | 97.72 | 93.68 | 52822328 | 89.85 |
Tuber | 58869179 | 8582198623 | 97.65 | 94.56 | 52938611 | 89.93 |
表2 转录组测序数据统计分析
Table 2 Statistical analysis of transcriptome sequencing data
Samples | Clean reads | Clean bases | Q20 (%) | Q30 (%) | Mapped reads | Mapped ratio (%) |
---|---|---|---|---|---|---|
Root | 57066812 | 8330335323 | 97.86 | 93.98 | 51517757 | 90.26 |
Leaf | 54318808 | 7949486769 | 97.59 | 93.40 | 48848097 | 89.92 |
Tillering node | 57497577 | 8370290261 | 97.26 | 93.71 | 51548858 | 89.66 |
Stolon | 58790213 | 8560106850 | 97.72 | 93.68 | 52822328 | 89.85 |
Tuber | 58869179 | 8582198623 | 97.65 | 94.56 | 52938611 | 89.93 |
图2 油莎豆不同器官的转录组测序数据分析 (A) 不同器官中表达基因的数目; (B) 测序样品间基因表达量的主成分分析(PCA)
Figure 2 Analysis of transcriptome sequencing data of different organs of Cyperus esculentus (A) Number of expressed genes in different organs; (B) Principal component analysis (PCA) of gene expression level among sequenced samples
Gene | Expression level (FPKM) | Gene | Expression level (FPKM) | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Tuber | Root | Leaf | Stolon | Tillering node | Tuber | Root | Leaf | Stolon | Tillering node | ||
CESC_17828 | 34980.30 | 0.19 | 0.51 | 9.23 | 6.20 | CESC_06642 | 449.61 | 0.00 | 3.36 | 0.08 | 0.04 |
CESC_14076 | 24917.54 | 0.36 | 0.42 | 1.24 | 0.54 | CESC_11684 | 424.54 | 2.11 | 0.12 | 2.17 | 0.94 |
CESC_08636 | 23808.18 | 0.00 | 2.95 | 1.11 | 1.38 | CESC_00836 | 424.00 | 1.18 | 5.61 | 0.00 | 0.57 |
CESC_16708 | 20282.53 | 1.29 | 4.99 | 9.63 | 2.02 | CESC_04812 | 394.97 | 0.00 | 0.51 | 0.02 | 0.52 |
CESC_14073 | 15607.24 | 0.13 | 0.50 | 1.73 | 7.62 | CESC_19053 | 392.95 | 0.00 | 0.00 | 0.00 | 0.00 |
CESC_10265 | 8803.59 | 0.59 | 4.34 | 0.64 | 4.16 | CESC_13856 | 384.53 | 4.48 | 1.53 | 3.09 | 2.19 |
CESC_13913 | 6560.83 | 0.09 | 0.02 | 0.06 | 0.13 | CESC_05739 | 373.39 | 0.11 | 0.00 | 0.00 | 0.00 |
CESC_13892 | 6062.31 | 0.21 | 0.18 | 0.49 | 0.27 | CESC_15162 | 373.06 | 2.23 | 1.79 | 1.55 | 1.20 |
CESC_14077 | 5890.09 | 1.05 | 0.06 | 0.51 | 0.77 | CESC_21269 | 357.90 | 0.00 | 0.00 | 0.13 | 0.03 |
CESC_00080 | 4834.92 | 0.91 | 0.00 | 0.03 | 0.37 | CESC_12660 | 335.49 | 4.32 | 2.69 | 4.42 | 1.52 |
CESC_12549 | 4632.55 | 0.00 | 0.03 | 0.00 | 0.00 | CESC_15141 | 309.91 | 0.34 | 0.04 | 0.38 | 0.06 |
CESC_00832 | 3760.05 | 0.05 | 0.03 | 0.00 | 0.20 | CESC_15826 | 293.80 | 0.44 | 3.71 | 1.88 | 1.94 |
CESC_15373 | 3721.68 | 6.39 | 6.24 | 4.11 | 6.27 | CESC_15198 | 269.77 | 2.29 | 2.45 | 5.19 | 1.98 |
CESC_10351 | 3695.94 | 0.05 | 0.00 | 0.60 | 0.19 | CESC_03736 | 268.07 | 0.77 | 7.39 | 3.50 | 8.35 |
CESC_18271 | 3694.18 | 1.46 | 1.25 | 3.06 | 1.59 | CESC_21099 | 239.33 | 0.00 | 0.71 | 0.66 | 3.22 |
CESC_21136 | 3589.62 | 0.09 | 0.03 | 0.00 | 0.29 | CESC_15700 | 239.04 | 0.00 | 2.84 | 0.90 | 0.37 |
CESC_07796 | 3057.85 | 0.02 | 0.06 | 0.19 | 0.09 | CESC_05388 | 226.51 | 1.01 | 5.53 | 6.37 | 2.14 |
CESC_15694 | 2900.48 | 0.27 | 0.62 | 0.61 | 1.47 | CESC_16081 | 208.50 | 0.00 | 0.00 | 0.22 | 0.38 |
CESC_03859 | 1780.16 | 0.06 | 0.00 | 0.26 | 0.92 | CESC_21299 | 202.95 | 9.12 | 0.16 | 9.83 | 9.53 |
CESC_15801 | 1779.19 | 0.00 | 0.00 | 0.00 | 0.04 | CESC_06038 | 197.18 | 0.08 | 0.24 | 0.56 | 1.48 |
CESC_19612 | 1385.35 | 0.00 | 0.04 | 0.17 | 0.02 | CESC_13442 | 192.86 | 0.00 | 0.10 | 0.07 | 0.02 |
CESC_08819 | 1367.03 | 0.02 | 0.11 | 4.98 | 3.09 | CESC_13439 | 187.91 | 0.00 | 0.00 | 0.13 | 0.25 |
CESC_18197 | 1341.87 | 3.87 | 0.03 | 0.28 | 0.14 | CESC_16862 | 182.94 | 3.01 | 1.50 | 3.14 | 3.01 |
CESC_08728 | 1103.89 | 0.00 | 0.30 | 0.05 | 0.04 | CESC_16946 | 174.53 | 0.28 | 1.54 | 4.13 | 6.34 |
CESC_17427 | 906.81 | 0.49 | 0.48 | 0.55 | 0.98 | CESC_12770 | 173.37 | 0.06 | 0.04 | 0.00 | 0.00 |
CESC_17492 | 882.14 | 0.26 | 1.39 | 0.89 | 1.05 | CESC_01552 | 165.58 | 0.86 | 0.35 | 0.29 | 1.30 |
CESC_17960 | 855.95 | 0.00 | 0.00 | 0.13 | 0.02 | CESC_22280 | 164.99 | 0.01 | 1.64 | 3.39 | 1.20 |
CESC_08729 | 799.26 | 0.00 | 0.07 | 0.00 | 0.01 | CESC_19187 | 163.80 | 0.79 | 0.54 | 0.61 | 0.23 |
CESC_12402 | 780.10 | 0.00 | 0.15 | 2.10 | 0.99 | CESC_06173 | 160.18 | 0.00 | 0.16 | 0.03 | 0.00 |
CESC_14954 | 746.41 | 0.64 | 0.42 | 0.10 | 5.62 | CESC_06081 | 156.16 | 0.12 | 0.22 | 1.02 | 0.41 |
CESC_08129 | 744.59 | 0.06 | 0.02 | 0.56 | 0.14 | CESC_06747 | 155.97 | 0.00 | 0.00 | 0.00 | 0.00 |
CESC_21264 | 741.47 | 0.00 | 0.08 | 0.00 | 0.01 | CESC_12819 | 149.97 | 0.00 | 0.00 | 0.00 | 0.00 |
CESC_15594 | 641.08 | 1.91 | 1.19 | 1.34 | 3.11 | CESC_02836 | 146.94 | 0.08 | 0.15 | 2.06 | 0.23 |
CESC_23526 | 629.26 | 0.00 | 0.04 | 0.00 | 0.00 | CESC_05881 | 145.16 | 0.38 | 0.79 | 0.45 | 0.11 |
CESC_08481 | 628.51 | 0.08 | 0.00 | 0.15 | 0.11 | CESC_02522 | 138.38 | 0.08 | 0.04 | 0.04 | 0.04 |
CESC_10473 | 599.12 | 3.10 | 0.03 | 5.20 | 1.41 | CESC_18879 | 122.55 | 0.02 | 0.09 | 2.88 | 1.18 |
CESC_00650 | 581.33 | 0.21 | 1.43 | 0.48 | 0.66 | CESC_19366 | 117.03 | 2.24 | 0.67 | 4.73 | 3.77 |
CESC_19809 | 503.39 | 3.58 | 0.51 | 2.10 | 3.52 | CESC_09038 | 116.42 | 1.54 | 0.23 | 7.88 | 2.86 |
CESC_19929 | 496.40 | 0.00 | 0.00 | 0.00 | 0.01 | CESC_16522 | 115.51 | 5.22 | 0.32 | 6.70 | 7.14 |
CESC_02314 | 487.86 | 0.01 | 0.00 | 0.17 | 0.11 | CESC_16067 | 112.60 | 0.00 | 0.01 | 0.39 | 0.12 |
CESC_22878 | 467.04 | 0.28 | 0.21 | 0.88 | 3.23 | CESC_21164 | 108.78 | 1.17 | 0.10 | 2.93 | 5.67 |
CESC_14581 | 106.85 | 0.00 | 0.08 | 0.00 | 0.12 | CESC_20039 | 28.25 | 0.08 | 0.01 | 0.48 | 0.42 |
CESC_00606 | 106.35 | 0.05 | 2.56 | 0.18 | 0.65 | CESC_05180 | 27.12 | 0.00 | 0.52 | 1.24 | 0.88 |
CESC_19685 | 101.57 | 0.10 | 0.08 | 0.05 | 0.07 | CESC_08911 | 24.85 | 0.00 | 0.29 | 0.00 | 0.17 |
CESC_18501 | 100.73 | 0.13 | 0.00 | 0.06 | 0.01 | CESC_14442 | 24.83 | 0.02 | 0.23 | 0.05 | 0.49 |
CESC_13203 | 98.13 | 0.06 | 0.00 | 2.70 | 3.72 | CESC_07266 | 23.62 | 0.00 | 0.00 | 0.05 | 0.07 |
CESC_03998 | 92.03 | 1.35 | 0.80 | 1.19 | 0.84 | CESC_16550 | 23.51 | 0.59 | 2.35 | 2.13 | 0.42 |
CESC_00033 | 91.70 | 0.02 | 0.06 | 2.20 | 0.67 | CESC_07944 | 22.65 | 0.26 | 0.11 | 0.07 | 0.73 |
CESC_08253 | 90.37 | 0.12 | 0.00 | 0.00 | 0.00 | CESC_09860 | 22.32 | 0.00 | 0.00 | 0.00 | 0.02 |
CESC_16780 | 89.47 | 3.47 | 0.56 | 2.98 | 2.45 | CESC_21859 | 21.75 | 0.02 | 0.00 | 0.00 | 0.00 |
CESC_17762 | 89.08 | 4.78 | 0.16 | 2.53 | 3.16 | CESC_00937 | 21.12 | 0.00 | 2.02 | 0.34 | 0.04 |
CESC_01315 | 87.53 | 2.04 | 6.90 | 0.87 | 0.70 | CESC_22858 | 20.65 | 0.08 | 2.06 | 0.11 | 0.12 |
CESC_20841 | 87.40 | 1.66 | 0.24 | 0.12 | 3.91 | CESC_07385 | 20.53 | 0.00 | 0.00 | 0.09 | 0.26 |
CESC_03712 | 83.29 | 0.00 | 0.07 | 0.03 | 0.06 | CESC_14874 | 20.18 | 0.00 | 0.22 | 1.12 | 0.16 |
CESC_07763 | 77.09 | 2.08 | 3.42 | 5.30 | 2.33 | CESC_05835 | 19.57 | 0.06 | 0.00 | 0.10 | 0.14 |
CESC_15211 | 76.33 | 0.38 | 0.03 | 0.20 | 0.09 | CESC_07703 | 19.26 | 0.76 | 0.09 | 1.76 | 1.75 |
CESC_16572 | 74.95 | 0.00 | 0.00 | 0.00 | 0.01 | CESC_09861 | 18.86 | 0.65 | 0.48 | 0.00 | 0.05 |
CESC_00448 | 70.32 | 5.66 | 2.95 | 5.91 | 2.01 | CESC_03897 | 17.96 | 0.40 | 0.61 | 0.22 | 0.06 |
CESC_23041 | 68.12 | 0.00 | 0.02 | 1.45 | 1.87 | CESC_00298 | 16.93 | 0.00 | 0.06 | 0.04 | 0.06 |
CESC_00990 | 68.06 | 0.36 | 0.42 | 4.76 | 6.24 | CESC_08232 | 16.93 | 1.39 | 0.30 | 0.44 | 1.59 |
CESC_12231 | 67.00 | 0.94 | 1.19 | 5.59 | 2.33 | CESC_07388 | 16.85 | 0.00 | 0.07 | 0.00 | 0.05 |
CESC_00330 | 66.87 | 0.10 | 0.03 | 0.40 | 0.25 | CESC_21561 | 16.68 | 0.05 | 0.28 | 0.81 | 0.85 |
CESC_10266 | 65.28 | 0.00 | 0.00 | 0.05 | 0.00 | CESC_11936 | 16.57 | 0.00 | 0.74 | 0.00 | 0.20 |
CESC_18500 | 59.91 | 0.00 | 0.00 | 0.05 | 0.02 | CESC_16352 | 16.33 | 0.02 | 0.21 | 0.05 | 0.00 |
CESC_18904 | 59.67 | 0.59 | 0.05 | 0.27 | 0.10 | CESC_04055 | 16.19 | 0.00 | 0.00 | 0.00 | 0.04 |
CESC_18474 | 58.76 | 0.61 | 0.15 | 0.00 | 0.00 | CESC_21332 | 16.12 | 0.01 | 0.00 | 0.16 | 0.10 |
CESC_15687 | 58.13 | 0.72 | 4.91 | 1.77 | 0.88 | CESC_04595 | 15.92 | 0.14 | 0.00 | 0.15 | 1.08 |
CESC_19611 | 56.45 | 0.00 | 0.05 | 0.00 | 0.00 | CESC_08350 | 15.26 | 1.35 | 0.05 | 0.13 | 0.09 |
CESC_16328 | 55.34 | 1.70 | 0.71 | 1.67 | 0.74 | CESC_12816 | 14.80 | 0.02 | 0.79 | 0.44 | 0.16 |
CESC_03405 | 55.28 | 0.20 | 0.03 | 0.32 | 0.27 | CESC_15370 | 14.50 | 0.04 | 0.93 | 0.79 | 1.23 |
CESC_18761 | 54.94 | 0.78 | 0.12 | 3.31 | 1.48 | CESC_19797 | 14.45 | 0.24 | 0.09 | 0.76 | 0.28 |
CESC_21600 | 53.08 | 0.00 | 0.08 | 0.00 | 0.02 | CESC_01169 | 14.17 | 0.00 | 0.04 | 0.09 | 0.04 |
CESC_16965 | 52.69 | 0.35 | 0.65 | 0.86 | 2.69 | CESC_18475 | 13.22 | 0.60 | 0.11 | 0.09 | 0.06 |
CESC_04051 | 51.21 | 0.00 | 0.04 | 0.06 | 0.03 | CESC_18599 | 12.86 | 0.00 | 0.00 | 0.00 | 0.01 |
CESC_06673 | 47.23 | 0.00 | 0.51 | 0.02 | 0.00 | CESC_00742 | 11.88 | 0.58 | 0.33 | 0.58 | 0.21 |
CESC_05193 | 40.93 | 0.00 | 1.38 | 0.11 | 0.04 | CESC_11046 | 11.62 | 0.02 | 0.34 | 0.78 | 0.39 |
CESC_21100 | 40.35 | 0.00 | 0.00 | 0.00 | 0.09 | CESC_01166 | 10.25 | 0.22 | 0.22 | 0.43 | 0.25 |
CESC_21308 | 32.28 | 1.24 | 1.62 | 0.57 | 2.02 |
表3 油莎豆块茎特异性表达基因的表达水平
Table 3 Expression level of tuber-specific expression genes in Cyperus esculentus
Gene | Expression level (FPKM) | Gene | Expression level (FPKM) | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Tuber | Root | Leaf | Stolon | Tillering node | Tuber | Root | Leaf | Stolon | Tillering node | ||
CESC_17828 | 34980.30 | 0.19 | 0.51 | 9.23 | 6.20 | CESC_06642 | 449.61 | 0.00 | 3.36 | 0.08 | 0.04 |
CESC_14076 | 24917.54 | 0.36 | 0.42 | 1.24 | 0.54 | CESC_11684 | 424.54 | 2.11 | 0.12 | 2.17 | 0.94 |
CESC_08636 | 23808.18 | 0.00 | 2.95 | 1.11 | 1.38 | CESC_00836 | 424.00 | 1.18 | 5.61 | 0.00 | 0.57 |
CESC_16708 | 20282.53 | 1.29 | 4.99 | 9.63 | 2.02 | CESC_04812 | 394.97 | 0.00 | 0.51 | 0.02 | 0.52 |
CESC_14073 | 15607.24 | 0.13 | 0.50 | 1.73 | 7.62 | CESC_19053 | 392.95 | 0.00 | 0.00 | 0.00 | 0.00 |
CESC_10265 | 8803.59 | 0.59 | 4.34 | 0.64 | 4.16 | CESC_13856 | 384.53 | 4.48 | 1.53 | 3.09 | 2.19 |
CESC_13913 | 6560.83 | 0.09 | 0.02 | 0.06 | 0.13 | CESC_05739 | 373.39 | 0.11 | 0.00 | 0.00 | 0.00 |
CESC_13892 | 6062.31 | 0.21 | 0.18 | 0.49 | 0.27 | CESC_15162 | 373.06 | 2.23 | 1.79 | 1.55 | 1.20 |
CESC_14077 | 5890.09 | 1.05 | 0.06 | 0.51 | 0.77 | CESC_21269 | 357.90 | 0.00 | 0.00 | 0.13 | 0.03 |
CESC_00080 | 4834.92 | 0.91 | 0.00 | 0.03 | 0.37 | CESC_12660 | 335.49 | 4.32 | 2.69 | 4.42 | 1.52 |
CESC_12549 | 4632.55 | 0.00 | 0.03 | 0.00 | 0.00 | CESC_15141 | 309.91 | 0.34 | 0.04 | 0.38 | 0.06 |
CESC_00832 | 3760.05 | 0.05 | 0.03 | 0.00 | 0.20 | CESC_15826 | 293.80 | 0.44 | 3.71 | 1.88 | 1.94 |
CESC_15373 | 3721.68 | 6.39 | 6.24 | 4.11 | 6.27 | CESC_15198 | 269.77 | 2.29 | 2.45 | 5.19 | 1.98 |
CESC_10351 | 3695.94 | 0.05 | 0.00 | 0.60 | 0.19 | CESC_03736 | 268.07 | 0.77 | 7.39 | 3.50 | 8.35 |
CESC_18271 | 3694.18 | 1.46 | 1.25 | 3.06 | 1.59 | CESC_21099 | 239.33 | 0.00 | 0.71 | 0.66 | 3.22 |
CESC_21136 | 3589.62 | 0.09 | 0.03 | 0.00 | 0.29 | CESC_15700 | 239.04 | 0.00 | 2.84 | 0.90 | 0.37 |
CESC_07796 | 3057.85 | 0.02 | 0.06 | 0.19 | 0.09 | CESC_05388 | 226.51 | 1.01 | 5.53 | 6.37 | 2.14 |
CESC_15694 | 2900.48 | 0.27 | 0.62 | 0.61 | 1.47 | CESC_16081 | 208.50 | 0.00 | 0.00 | 0.22 | 0.38 |
CESC_03859 | 1780.16 | 0.06 | 0.00 | 0.26 | 0.92 | CESC_21299 | 202.95 | 9.12 | 0.16 | 9.83 | 9.53 |
CESC_15801 | 1779.19 | 0.00 | 0.00 | 0.00 | 0.04 | CESC_06038 | 197.18 | 0.08 | 0.24 | 0.56 | 1.48 |
CESC_19612 | 1385.35 | 0.00 | 0.04 | 0.17 | 0.02 | CESC_13442 | 192.86 | 0.00 | 0.10 | 0.07 | 0.02 |
CESC_08819 | 1367.03 | 0.02 | 0.11 | 4.98 | 3.09 | CESC_13439 | 187.91 | 0.00 | 0.00 | 0.13 | 0.25 |
CESC_18197 | 1341.87 | 3.87 | 0.03 | 0.28 | 0.14 | CESC_16862 | 182.94 | 3.01 | 1.50 | 3.14 | 3.01 |
CESC_08728 | 1103.89 | 0.00 | 0.30 | 0.05 | 0.04 | CESC_16946 | 174.53 | 0.28 | 1.54 | 4.13 | 6.34 |
CESC_17427 | 906.81 | 0.49 | 0.48 | 0.55 | 0.98 | CESC_12770 | 173.37 | 0.06 | 0.04 | 0.00 | 0.00 |
CESC_17492 | 882.14 | 0.26 | 1.39 | 0.89 | 1.05 | CESC_01552 | 165.58 | 0.86 | 0.35 | 0.29 | 1.30 |
CESC_17960 | 855.95 | 0.00 | 0.00 | 0.13 | 0.02 | CESC_22280 | 164.99 | 0.01 | 1.64 | 3.39 | 1.20 |
CESC_08729 | 799.26 | 0.00 | 0.07 | 0.00 | 0.01 | CESC_19187 | 163.80 | 0.79 | 0.54 | 0.61 | 0.23 |
CESC_12402 | 780.10 | 0.00 | 0.15 | 2.10 | 0.99 | CESC_06173 | 160.18 | 0.00 | 0.16 | 0.03 | 0.00 |
CESC_14954 | 746.41 | 0.64 | 0.42 | 0.10 | 5.62 | CESC_06081 | 156.16 | 0.12 | 0.22 | 1.02 | 0.41 |
CESC_08129 | 744.59 | 0.06 | 0.02 | 0.56 | 0.14 | CESC_06747 | 155.97 | 0.00 | 0.00 | 0.00 | 0.00 |
CESC_21264 | 741.47 | 0.00 | 0.08 | 0.00 | 0.01 | CESC_12819 | 149.97 | 0.00 | 0.00 | 0.00 | 0.00 |
CESC_15594 | 641.08 | 1.91 | 1.19 | 1.34 | 3.11 | CESC_02836 | 146.94 | 0.08 | 0.15 | 2.06 | 0.23 |
CESC_23526 | 629.26 | 0.00 | 0.04 | 0.00 | 0.00 | CESC_05881 | 145.16 | 0.38 | 0.79 | 0.45 | 0.11 |
CESC_08481 | 628.51 | 0.08 | 0.00 | 0.15 | 0.11 | CESC_02522 | 138.38 | 0.08 | 0.04 | 0.04 | 0.04 |
CESC_10473 | 599.12 | 3.10 | 0.03 | 5.20 | 1.41 | CESC_18879 | 122.55 | 0.02 | 0.09 | 2.88 | 1.18 |
CESC_00650 | 581.33 | 0.21 | 1.43 | 0.48 | 0.66 | CESC_19366 | 117.03 | 2.24 | 0.67 | 4.73 | 3.77 |
CESC_19809 | 503.39 | 3.58 | 0.51 | 2.10 | 3.52 | CESC_09038 | 116.42 | 1.54 | 0.23 | 7.88 | 2.86 |
CESC_19929 | 496.40 | 0.00 | 0.00 | 0.00 | 0.01 | CESC_16522 | 115.51 | 5.22 | 0.32 | 6.70 | 7.14 |
CESC_02314 | 487.86 | 0.01 | 0.00 | 0.17 | 0.11 | CESC_16067 | 112.60 | 0.00 | 0.01 | 0.39 | 0.12 |
CESC_22878 | 467.04 | 0.28 | 0.21 | 0.88 | 3.23 | CESC_21164 | 108.78 | 1.17 | 0.10 | 2.93 | 5.67 |
CESC_14581 | 106.85 | 0.00 | 0.08 | 0.00 | 0.12 | CESC_20039 | 28.25 | 0.08 | 0.01 | 0.48 | 0.42 |
CESC_00606 | 106.35 | 0.05 | 2.56 | 0.18 | 0.65 | CESC_05180 | 27.12 | 0.00 | 0.52 | 1.24 | 0.88 |
CESC_19685 | 101.57 | 0.10 | 0.08 | 0.05 | 0.07 | CESC_08911 | 24.85 | 0.00 | 0.29 | 0.00 | 0.17 |
CESC_18501 | 100.73 | 0.13 | 0.00 | 0.06 | 0.01 | CESC_14442 | 24.83 | 0.02 | 0.23 | 0.05 | 0.49 |
CESC_13203 | 98.13 | 0.06 | 0.00 | 2.70 | 3.72 | CESC_07266 | 23.62 | 0.00 | 0.00 | 0.05 | 0.07 |
CESC_03998 | 92.03 | 1.35 | 0.80 | 1.19 | 0.84 | CESC_16550 | 23.51 | 0.59 | 2.35 | 2.13 | 0.42 |
CESC_00033 | 91.70 | 0.02 | 0.06 | 2.20 | 0.67 | CESC_07944 | 22.65 | 0.26 | 0.11 | 0.07 | 0.73 |
CESC_08253 | 90.37 | 0.12 | 0.00 | 0.00 | 0.00 | CESC_09860 | 22.32 | 0.00 | 0.00 | 0.00 | 0.02 |
CESC_16780 | 89.47 | 3.47 | 0.56 | 2.98 | 2.45 | CESC_21859 | 21.75 | 0.02 | 0.00 | 0.00 | 0.00 |
CESC_17762 | 89.08 | 4.78 | 0.16 | 2.53 | 3.16 | CESC_00937 | 21.12 | 0.00 | 2.02 | 0.34 | 0.04 |
CESC_01315 | 87.53 | 2.04 | 6.90 | 0.87 | 0.70 | CESC_22858 | 20.65 | 0.08 | 2.06 | 0.11 | 0.12 |
CESC_20841 | 87.40 | 1.66 | 0.24 | 0.12 | 3.91 | CESC_07385 | 20.53 | 0.00 | 0.00 | 0.09 | 0.26 |
CESC_03712 | 83.29 | 0.00 | 0.07 | 0.03 | 0.06 | CESC_14874 | 20.18 | 0.00 | 0.22 | 1.12 | 0.16 |
CESC_07763 | 77.09 | 2.08 | 3.42 | 5.30 | 2.33 | CESC_05835 | 19.57 | 0.06 | 0.00 | 0.10 | 0.14 |
CESC_15211 | 76.33 | 0.38 | 0.03 | 0.20 | 0.09 | CESC_07703 | 19.26 | 0.76 | 0.09 | 1.76 | 1.75 |
CESC_16572 | 74.95 | 0.00 | 0.00 | 0.00 | 0.01 | CESC_09861 | 18.86 | 0.65 | 0.48 | 0.00 | 0.05 |
CESC_00448 | 70.32 | 5.66 | 2.95 | 5.91 | 2.01 | CESC_03897 | 17.96 | 0.40 | 0.61 | 0.22 | 0.06 |
CESC_23041 | 68.12 | 0.00 | 0.02 | 1.45 | 1.87 | CESC_00298 | 16.93 | 0.00 | 0.06 | 0.04 | 0.06 |
CESC_00990 | 68.06 | 0.36 | 0.42 | 4.76 | 6.24 | CESC_08232 | 16.93 | 1.39 | 0.30 | 0.44 | 1.59 |
CESC_12231 | 67.00 | 0.94 | 1.19 | 5.59 | 2.33 | CESC_07388 | 16.85 | 0.00 | 0.07 | 0.00 | 0.05 |
CESC_00330 | 66.87 | 0.10 | 0.03 | 0.40 | 0.25 | CESC_21561 | 16.68 | 0.05 | 0.28 | 0.81 | 0.85 |
CESC_10266 | 65.28 | 0.00 | 0.00 | 0.05 | 0.00 | CESC_11936 | 16.57 | 0.00 | 0.74 | 0.00 | 0.20 |
CESC_18500 | 59.91 | 0.00 | 0.00 | 0.05 | 0.02 | CESC_16352 | 16.33 | 0.02 | 0.21 | 0.05 | 0.00 |
CESC_18904 | 59.67 | 0.59 | 0.05 | 0.27 | 0.10 | CESC_04055 | 16.19 | 0.00 | 0.00 | 0.00 | 0.04 |
CESC_18474 | 58.76 | 0.61 | 0.15 | 0.00 | 0.00 | CESC_21332 | 16.12 | 0.01 | 0.00 | 0.16 | 0.10 |
CESC_15687 | 58.13 | 0.72 | 4.91 | 1.77 | 0.88 | CESC_04595 | 15.92 | 0.14 | 0.00 | 0.15 | 1.08 |
CESC_19611 | 56.45 | 0.00 | 0.05 | 0.00 | 0.00 | CESC_08350 | 15.26 | 1.35 | 0.05 | 0.13 | 0.09 |
CESC_16328 | 55.34 | 1.70 | 0.71 | 1.67 | 0.74 | CESC_12816 | 14.80 | 0.02 | 0.79 | 0.44 | 0.16 |
CESC_03405 | 55.28 | 0.20 | 0.03 | 0.32 | 0.27 | CESC_15370 | 14.50 | 0.04 | 0.93 | 0.79 | 1.23 |
CESC_18761 | 54.94 | 0.78 | 0.12 | 3.31 | 1.48 | CESC_19797 | 14.45 | 0.24 | 0.09 | 0.76 | 0.28 |
CESC_21600 | 53.08 | 0.00 | 0.08 | 0.00 | 0.02 | CESC_01169 | 14.17 | 0.00 | 0.04 | 0.09 | 0.04 |
CESC_16965 | 52.69 | 0.35 | 0.65 | 0.86 | 2.69 | CESC_18475 | 13.22 | 0.60 | 0.11 | 0.09 | 0.06 |
CESC_04051 | 51.21 | 0.00 | 0.04 | 0.06 | 0.03 | CESC_18599 | 12.86 | 0.00 | 0.00 | 0.00 | 0.01 |
CESC_06673 | 47.23 | 0.00 | 0.51 | 0.02 | 0.00 | CESC_00742 | 11.88 | 0.58 | 0.33 | 0.58 | 0.21 |
CESC_05193 | 40.93 | 0.00 | 1.38 | 0.11 | 0.04 | CESC_11046 | 11.62 | 0.02 | 0.34 | 0.78 | 0.39 |
CESC_21100 | 40.35 | 0.00 | 0.00 | 0.00 | 0.09 | CESC_01166 | 10.25 | 0.22 | 0.22 | 0.43 | 0.25 |
CESC_21308 | 32.28 | 1.24 | 1.62 | 0.57 | 2.02 |
图4 油莎豆块茎特异性表达基因的GO富集分析 (A) 基于分子功能(MF)的GO富集气泡图; (B) 显著富集GO条目中所有基因的功能注释
Figure 4 The GO enrichment analysis of tuber-specific expression genes in Cyperus esculentus (A) The bubble diagram of GO enrichment based on molecular function (MF); (B) The functional annotation of all genes involved in significantly enriched GO terms
图5 油莎豆块茎特异性表达转录因子编码基因的筛选 (A) 油莎豆全基因组水平转录因子(TF)家族的鉴定; (B) 块茎特异性表达转录因子编码基因的功能注释
Figure 5 Identification of tuber-specific expression transcription factor genes in Cyperus esculentus (A) Identification of genome-wide level transcription factor (TF) family in C. esculentus; (B) The functional annotation of tuber- specific expression transcription factor genes
图6 油莎豆不同器官中块茎特异性表达基因的qRT-PCR分析 (A) CESC_00080; (B) CESC_17828; (C) CESC_00330; (D) CESC_18197; (E) CESC_16081; (F) CESC_03736
Figure 6 qRT-PCR analysis of tuber-specific expression genes in different organs of Cyperus esculentus (A) CESC_00080; (B) CESC_17828; (C) CESC_00330; (D) CESC_18197; (E) CESC_16081; (F) CESC_03736
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