Biotechnology Bulletin ›› 2025, Vol. 41 ›› Issue (8): 175-185.doi: 10.13560/j.cnki.biotech.bull.1985.2025-0377
BAI Yu-guo1(
), LI Wan-di1, LIANG Jian-ping1,2, SHI Zhi-yong1,2, LU Geng-long1, LIU Hong-jun1, NIU Jing-ping1,2(
)
Received:2025-04-11
Online:2025-08-26
Published:2025-08-14
Contact:
NIU Jing-ping
E-mail:15837071231@163.com;niujingping@sxau.edu.cn
BAI Yu-guo, LI Wan-di, LIANG Jian-ping, SHI Zhi-yong, LU Geng-long, LIU Hong-jun, NIU Jing-ping. Growth-promoting Mechanism of Trichoderma harzianum T9131 on Astragalus membranaceus Seedlings[J]. Biotechnology Bulletin, 2025, 41(8): 175-185.
| 基因名称 Gene name | 基因序号 Gene_ID | 引物序列 Sequence (5′‒3′) | |
|---|---|---|---|
| HMGR | DN10463_c0_g2 | F: CACTGCACGGACAACTTCC | R: ATTGCCGACCAGAAACCC |
| DN989_c0_g1 | F: GGATTCCCAATCAGTGCC | R: ATTCGTCTTCGTCGTAGTAGGT | |
| DN113450_c0_g1 | F: AGTGGCTGGTTCTGTTCTCG | R: TGTGGCGTTATCGTAGGGA | |
| DN52213_c0_g1 | F: AAGGATTCCCAATCAGTGCC | R: CGAAGAAGATGACGAGGTAGATG | |
| DN989_c2_g1 | F: TTTCCCTTCTCGGATTTCA | R: AAGACCGCGTTGGTCACGT | |
| CYP707A2 | DN397_c0_g1 | F: CTCATAGCCTTGTGGAATAGTGT | R: AGAGCGTTTGAAGCAGTGTTA |
| DN397_c0_g2 | F: ACTGGCAGTAGTGTCACGAGC | R: CAAGGAGGTGTATGAAGCAAAA | |
| GA2ox2 | DN7261_c0_g1 | F: TGAACCACCGTGTACCAAAG | R: ATTCCAGGTCACCCATATCAC |
| E3.2.1.21 | DN19827_c0_g1 | F: AGCAAGAAGTTGGTAGTGGGTA | R: GATTAGAAGATGAGTATGGTGGC |
| DN2073_c0_g1 | F: AAGAACATCGACCTGGTGC | R: ACTTTAGGGATTATGCGGAAC | |
| UGT73C6 | DN24891_c1_g1 | F: CCAGGGTAGTGGGTAGGAGT | R: GAAGACGTACAAGCGGGAG |
| PYL4 | DN9921_c0_g2 | F: TAACTAACGCCATAGCAAACG | R: ACTTCACGAAGCGATCCAA |
| GH3.1 | DN11968_c0_g1 | F: TCCATTAGGTCCACCAGCAT | R: TGTACGGCATCGGCATTT |
| JAZ | DN64262_c0_g1 | F: CCAGGAACCGATGAAGTGA | R: ACCCTACAAAGGCAGCAGA |
| Am18S | F: TGCAGAATCCCGTGAACCATC | R: AGGCATCGGGCAACGATATG | |
Table 1 RT-qPCR primers
| 基因名称 Gene name | 基因序号 Gene_ID | 引物序列 Sequence (5′‒3′) | |
|---|---|---|---|
| HMGR | DN10463_c0_g2 | F: CACTGCACGGACAACTTCC | R: ATTGCCGACCAGAAACCC |
| DN989_c0_g1 | F: GGATTCCCAATCAGTGCC | R: ATTCGTCTTCGTCGTAGTAGGT | |
| DN113450_c0_g1 | F: AGTGGCTGGTTCTGTTCTCG | R: TGTGGCGTTATCGTAGGGA | |
| DN52213_c0_g1 | F: AAGGATTCCCAATCAGTGCC | R: CGAAGAAGATGACGAGGTAGATG | |
| DN989_c2_g1 | F: TTTCCCTTCTCGGATTTCA | R: AAGACCGCGTTGGTCACGT | |
| CYP707A2 | DN397_c0_g1 | F: CTCATAGCCTTGTGGAATAGTGT | R: AGAGCGTTTGAAGCAGTGTTA |
| DN397_c0_g2 | F: ACTGGCAGTAGTGTCACGAGC | R: CAAGGAGGTGTATGAAGCAAAA | |
| GA2ox2 | DN7261_c0_g1 | F: TGAACCACCGTGTACCAAAG | R: ATTCCAGGTCACCCATATCAC |
| E3.2.1.21 | DN19827_c0_g1 | F: AGCAAGAAGTTGGTAGTGGGTA | R: GATTAGAAGATGAGTATGGTGGC |
| DN2073_c0_g1 | F: AAGAACATCGACCTGGTGC | R: ACTTTAGGGATTATGCGGAAC | |
| UGT73C6 | DN24891_c1_g1 | F: CCAGGGTAGTGGGTAGGAGT | R: GAAGACGTACAAGCGGGAG |
| PYL4 | DN9921_c0_g2 | F: TAACTAACGCCATAGCAAACG | R: ACTTCACGAAGCGATCCAA |
| GH3.1 | DN11968_c0_g1 | F: TCCATTAGGTCCACCAGCAT | R: TGTACGGCATCGGCATTT |
| JAZ | DN64262_c0_g1 | F: CCAGGAACCGATGAAGTGA | R: ACCCTACAAAGGCAGCAGA |
| Am18S | F: TGCAGAATCCCGTGAACCATC | R: AGGCATCGGGCAACGATATG | |
Fig. 1 Effect of Trichoderma harzianum T9131 on the growth of A. membranaceus seedlingsCK refers to the A. membranaceus seedlings after being watered with ddH2O, T refers to the A. membranaceus seedlings after being watered with T9131. The numbers following the underline indicate treatment time. * P<0.05, ** P<0.01, and *** P<0.001. The same below
样品名称 Sample | 过滤后的reads数 Clean reads | 过滤后的总数据量 Clean bases | Q20 (%) | Q30 (%) | GC含量比例 GC content (%) |
|---|---|---|---|---|---|
| T_0 h_1 | 49 844 534 | 7 453 178 401 | 98.27 | 94.75 | 42.15 |
| T_0 h_2 | 41 238 544 | 6 167 259 149 | 98.19 | 94.54 | 42.31 |
| T_0 h_3 | 53 377 736 | 7 964 860 750 | 98.31 | 94.88 | 42.28 |
| T_24 h_1 | 42 676 268 | 6 312 001 975 | 98.27 | 94.77 | 42.34 |
| T_24 h_2 | 47 351 528 | 7 061 996 999 | 98.19 | 94.55 | 42.45 |
| T_24 h_3 | 51 754 072 | 7 733 095 911 | 98.26 | 94.75 | 42.63 |
| T_48 h_1 | 43 661 406 | 6 521 807 743 | 98.02 | 94.06 | 42.41 |
| T_48 h_2 | 50 643 772 | 7 548 606 160 | 98.30 | 94.86 | 42.29 |
| T_48 h_3 | 47 716 402 | 7 100 483 345 | 98.29 | 94.82 | 42.56 |
Table 2 Statistics results of sequencing results
样品名称 Sample | 过滤后的reads数 Clean reads | 过滤后的总数据量 Clean bases | Q20 (%) | Q30 (%) | GC含量比例 GC content (%) |
|---|---|---|---|---|---|
| T_0 h_1 | 49 844 534 | 7 453 178 401 | 98.27 | 94.75 | 42.15 |
| T_0 h_2 | 41 238 544 | 6 167 259 149 | 98.19 | 94.54 | 42.31 |
| T_0 h_3 | 53 377 736 | 7 964 860 750 | 98.31 | 94.88 | 42.28 |
| T_24 h_1 | 42 676 268 | 6 312 001 975 | 98.27 | 94.77 | 42.34 |
| T_24 h_2 | 47 351 528 | 7 061 996 999 | 98.19 | 94.55 | 42.45 |
| T_24 h_3 | 51 754 072 | 7 733 095 911 | 98.26 | 94.75 | 42.63 |
| T_48 h_1 | 43 661 406 | 6 521 807 743 | 98.02 | 94.06 | 42.41 |
| T_48 h_2 | 50 643 772 | 7 548 606 160 | 98.30 | 94.86 | 42.29 |
| T_48 h_3 | 47 716 402 | 7 100 483 345 | 98.29 | 94.82 | 42.56 |
Fig. 3 DEGs analysis (A-C) and Venn analysis (D) of A. membranaceus seedlings by T9131 inducingIn Fig. A-C, red indicates upregulation, and blue indicates downregulation, and grey refers to genes with no significant difference
Fig. 5 KEGG enrichment analysis of DEGsThe x-axis refers to the ratio of the number of differentially expressed genes (DEGs) in the pathway to all DEGs; the y-axis refers to the KEGG pathway
KEGG通路 KEGG pathway | 基因名称 Gene name | 基因功能描述 Gene function description | 基因ID Gene_ID | T_24 h vs T_0 h (log2FC) | T_48 h vs T_0 h (log2FC) | T_48 h vs T_24 h (log2FC) |
|---|---|---|---|---|---|---|
萜类骨架生物合成 Terpenoid backbone biosynthesis (map00900) | HMGR | 3-羟基-3-甲基戊二酰辅酶A还原酶 | DN10463_c0_g2 | 2.129 9 | 3.611 3 | 1.457 1 |
| DN989_c0_g1 | 1.904 1 | 3.338 9 | 1.409 5 | |||
| DN113450_c0_g1 | 1.599 3 | 3.385 2 | 1.771 3 | |||
| DN52213_c0_g1 | 2.369 7 | 3.898 2 | 1.497 5 | |||
| DN989_c2_g1 | 2.061 1 | 3.914 2 | 1.825 3 | |||
类胡萝卜素生物合成 Carotenoid biosynthesis (map00906) | CYP707A2 | ABA 8'-羟化酶编码基因 | DN397_c0_g2 | 1.825 3 | 4.789 2 | 1.597 6 |
| DN397_c0_g1 | 2.256 5 | 3.766 6 | 1.482 3 | |||
二萜生物合成 Diterpenoid biosynthesis (map00904) | GA2ox2 | 赤霉素2-氧化酶 | DN7261_c0_g1 | 1.871 7 | 4.344 5 | 2.441 8 |
氰基氨基酸代谢 Cyanoamino acid metabolism (map00460) | E3.2.1.21 | β-葡萄糖苷酶 | DN19827_c0_g1 | 2.245 8 | 3.315 2 | 1.043 4 |
| DN2073_c0_g1 | 2.346 5 | 3.672 8 | 1.298 6 | |||
玉米素生物合成 Zeatin biosynthesis (map00908) | UGT73C6 | UDP-糖基转移酶 | DN24891_c1_g1 | -1.356 9 | -2.907 5 | -1.565 5 |
植物激素信号转导 Plant hormone signal transduction (map04075) | PYL4 | ABA受体 | DN9921_c0_g2 | 2.107 7 | 3.822 5 | 1.698 2 |
| GH3.1 | 吲哚-3-乙酸酰胺合成酶 | DN11968_c0_g1 | 1.889 8 | 3.488 6 | 1.571 7 | |
| JAZ | TIFY10A蛋白 | DN64262_c0_g1 | 2.062 9 | 3.588 1 | 1.499 8 |
Table 3 DEGs and functional description of T. harzianum T9131 related to growth promotion mechanism of A. membranaceus
KEGG通路 KEGG pathway | 基因名称 Gene name | 基因功能描述 Gene function description | 基因ID Gene_ID | T_24 h vs T_0 h (log2FC) | T_48 h vs T_0 h (log2FC) | T_48 h vs T_24 h (log2FC) |
|---|---|---|---|---|---|---|
萜类骨架生物合成 Terpenoid backbone biosynthesis (map00900) | HMGR | 3-羟基-3-甲基戊二酰辅酶A还原酶 | DN10463_c0_g2 | 2.129 9 | 3.611 3 | 1.457 1 |
| DN989_c0_g1 | 1.904 1 | 3.338 9 | 1.409 5 | |||
| DN113450_c0_g1 | 1.599 3 | 3.385 2 | 1.771 3 | |||
| DN52213_c0_g1 | 2.369 7 | 3.898 2 | 1.497 5 | |||
| DN989_c2_g1 | 2.061 1 | 3.914 2 | 1.825 3 | |||
类胡萝卜素生物合成 Carotenoid biosynthesis (map00906) | CYP707A2 | ABA 8'-羟化酶编码基因 | DN397_c0_g2 | 1.825 3 | 4.789 2 | 1.597 6 |
| DN397_c0_g1 | 2.256 5 | 3.766 6 | 1.482 3 | |||
二萜生物合成 Diterpenoid biosynthesis (map00904) | GA2ox2 | 赤霉素2-氧化酶 | DN7261_c0_g1 | 1.871 7 | 4.344 5 | 2.441 8 |
氰基氨基酸代谢 Cyanoamino acid metabolism (map00460) | E3.2.1.21 | β-葡萄糖苷酶 | DN19827_c0_g1 | 2.245 8 | 3.315 2 | 1.043 4 |
| DN2073_c0_g1 | 2.346 5 | 3.672 8 | 1.298 6 | |||
玉米素生物合成 Zeatin biosynthesis (map00908) | UGT73C6 | UDP-糖基转移酶 | DN24891_c1_g1 | -1.356 9 | -2.907 5 | -1.565 5 |
植物激素信号转导 Plant hormone signal transduction (map04075) | PYL4 | ABA受体 | DN9921_c0_g2 | 2.107 7 | 3.822 5 | 1.698 2 |
| GH3.1 | 吲哚-3-乙酸酰胺合成酶 | DN11968_c0_g1 | 1.889 8 | 3.488 6 | 1.571 7 | |
| JAZ | TIFY10A蛋白 | DN64262_c0_g1 | 2.062 9 | 3.588 1 | 1.499 8 |
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