Biotechnology Bulletin ›› 2023, Vol. 39 ›› Issue (5): 177-191.doi: 10.13560/j.cnki.biotech.bull.1985.2022-0951
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LIU Hui(), LU Yang(), YE Xi-miao, ZHOU Shuai, LI Jun, TANG Jian-bo, CHEN En-fa
Received:
2022-07-31
Online:
2023-05-26
Published:
2023-06-08
Contact:
LU Yang
E-mail:wtl505@126.com;499528997@qq.com
LIU Hui, LU Yang, YE Xi-miao, ZHOU Shuai, LI Jun, TANG Jian-bo, CHEN En-fa. Comparative Transcriptome Analysis of Cadmium Stress Response Induced by Exogenous Sulfur in Tartary Buckwheat[J]. Biotechnology Bulletin, 2023, 39(5): 177-191.
Gene | Primer-F(5'-3') | Primer-R(5'-3') |
---|---|---|
FtPinG0001636600.01 | CAAGCGCTTTCCAAGATCGG | GCACTCATGACTTCGTTCGC |
FtPinG0007992900.01 | TGTTGTGTGTCCCACTCTGT | TTGGCTTGAGTCCCATGCTC |
FtPinG0004475100.01 | GGCTTGATATTGCTGCGGTG | TTGCCAGCTCCTGCTTAGAC |
FtPinG0002599400.01 | CACTTCTCCTCGCTAACGCT | CAATGGGTGAGTGGCGTAGT |
FtPinG0005827500.01 | GTTCGGGAAGAAGTACGGGG | CCAGCTAACCCAACCTAGCC |
FtPinG0000987900.01 | AAGTCCGTGGAGCAACTGAG | TGTGACTTCCTCCATGACGC |
FtPinG0002633300.01 | AAGACCGCAGCGTACTGAAA | TCTCAAAGGCGCACAGCTTA |
FtPinG0008441500.01 | GCCTTGGAGTGTCGACAAGA | TCCCTAACCCGAATGCACAC |
FtPinG0001390600.01 | GCTGGCGAGGAATAATTGCG | GCGCAATCCTTGCACTTGAA |
FtPinG0007214300.01 | AGGCATCACCAACATGGGAG | CTTGTGTGCTGAAAGTGCCC |
FtPinG0002002200.01 | TCACGAGGCTGGTGTTTTGA | ATCTAGTGGCAACCGCGTAG |
FtPinG0000414800.01 | GGGGAGAGCTCCATGTTGTG | TCCATGGCCGAATTGGTGAA |
Table 1 Primers for RT-qPCR
Gene | Primer-F(5'-3') | Primer-R(5'-3') |
---|---|---|
FtPinG0001636600.01 | CAAGCGCTTTCCAAGATCGG | GCACTCATGACTTCGTTCGC |
FtPinG0007992900.01 | TGTTGTGTGTCCCACTCTGT | TTGGCTTGAGTCCCATGCTC |
FtPinG0004475100.01 | GGCTTGATATTGCTGCGGTG | TTGCCAGCTCCTGCTTAGAC |
FtPinG0002599400.01 | CACTTCTCCTCGCTAACGCT | CAATGGGTGAGTGGCGTAGT |
FtPinG0005827500.01 | GTTCGGGAAGAAGTACGGGG | CCAGCTAACCCAACCTAGCC |
FtPinG0000987900.01 | AAGTCCGTGGAGCAACTGAG | TGTGACTTCCTCCATGACGC |
FtPinG0002633300.01 | AAGACCGCAGCGTACTGAAA | TCTCAAAGGCGCACAGCTTA |
FtPinG0008441500.01 | GCCTTGGAGTGTCGACAAGA | TCCCTAACCCGAATGCACAC |
FtPinG0001390600.01 | GCTGGCGAGGAATAATTGCG | GCGCAATCCTTGCACTTGAA |
FtPinG0007214300.01 | AGGCATCACCAACATGGGAG | CTTGTGTGCTGAAAGTGCCC |
FtPinG0002002200.01 | TCACGAGGCTGGTGTTTTGA | ATCTAGTGGCAACCGCGTAG |
FtPinG0000414800.01 | GGGGAGAGCTCCATGTTGTG | TCCATGGCCGAATTGGTGAA |
样品 Sample | 原始读取序列 Raw reads/bp | 干净读取序列总数 Total clean reads/bp | 总序列中质量值大于30的碱基数的比例 Clean Q30 bases rate/% | 比对到参考基因组序列比例 Mapping rate/% | 检测到表达的基因数目 Total gene |
---|---|---|---|---|---|
CK1 | 41 740 092 | 40 412 240 | 91.84 | 67.42 | 19 224 |
CK2 | 46 423 990 | 45 073 886 | 92.23 | 68.31 | 19 362 |
CK3 | 45 942 460 | 43 884 754 | 92.46 | 64.74 | 18 854 |
Cd1 | 41 384 496 | 40 064 950 | 92.9 | 92.22 | 19 109 |
Cd2 | 43 464 826 | 42 209 070 | 92.14 | 81.49 | 19 593 |
Cd3 | 46 953 848 | 45 429 048 | 92.14 | 85.88 | 19 560 |
Cd+S1 | 45 970 716 | 44 405 584 | 92.48 | 78.95 | 19 875 |
Cd+S2 | 48 106 694 | 46 437 132 | 92.12 | 83.07 | 19 593 |
Cd+S3 | 48 272 452 | 46 066 836 | 92.27 | 78.48 | 19 614 |
Table 2 Statistical table of sample analysis results
样品 Sample | 原始读取序列 Raw reads/bp | 干净读取序列总数 Total clean reads/bp | 总序列中质量值大于30的碱基数的比例 Clean Q30 bases rate/% | 比对到参考基因组序列比例 Mapping rate/% | 检测到表达的基因数目 Total gene |
---|---|---|---|---|---|
CK1 | 41 740 092 | 40 412 240 | 91.84 | 67.42 | 19 224 |
CK2 | 46 423 990 | 45 073 886 | 92.23 | 68.31 | 19 362 |
CK3 | 45 942 460 | 43 884 754 | 92.46 | 64.74 | 18 854 |
Cd1 | 41 384 496 | 40 064 950 | 92.9 | 92.22 | 19 109 |
Cd2 | 43 464 826 | 42 209 070 | 92.14 | 81.49 | 19 593 |
Cd3 | 46 953 848 | 45 429 048 | 92.14 | 85.88 | 19 560 |
Cd+S1 | 45 970 716 | 44 405 584 | 92.48 | 78.95 | 19 875 |
Cd+S2 | 48 106 694 | 46 437 132 | 92.12 | 83.07 | 19 593 |
Cd+S3 | 48 272 452 | 46 066 836 | 92.27 | 78.48 | 19 614 |
Fig. 1 Transcriptome analysis of Cd treatment and Cd+S treatment in Qianku 4's leaves A: Transcriptome heat map in Cd treatment and Cd+S treatment. B: Statistics of the number of differentially expressed genes in Cd treatment and Cd+S treatment. C: Wayne diagram of differentially expressed genes under Cd treatment and Cd+S treatment
Fig. 2 GO analysis and KEGG analysis of differentially expressed genes under Cd treatment A-C: GO analysis of up-regulated genes under Cd treatment. A: Biological processes. B: Cellular components. C: Molecular function. D: KEGG analysis of up-regulated gene under Cd treatment. E-G: GO analysis of down-regulated genes under Cd treatment. E: Biological processes. F: Cell components. G: Molecular function. H: KEGG analysis of down-regulated gene under Cd treatment
Fig. 3 GO analysis and KEGG analysis of differentially expressed genes under Cd+S treatment A-C: GO analysis of up regulated genes under Cd+S treatment. A: Biological processes. B: Cellular components. C: Molecular function. D: KEGG analysis of up regulated gene under Cd+S treatment. E-G: GO analysis of down regulated genes under Cd+S treatment. E: Biological processes. F: Cell components. G: Molecular function. H: KEGG analysis of down regulated gene under Cd+S treatment
Fig. 4 GO analysis and KEGG analysis of differentially expressed genes in CD+S treatment compared with CD treatment A-C: GO analysis of up-regulated genes under Cd+S treatment. A: Biological processes. B: Cellular components. C: Molecular function. D: KEGG analysis of up-regulated gene under Cd+S treatment. E-G: GO analysis of down-regulated genes under Cd+S treatment. E: Biological processes. F: Cell components. G: Molecular function. H: KEGG analysis of down-regulated gene under Cd+S treatment
Fig. 5 Effects of exogenous S addition on transcriptional levels in different pathways of Cd treatment A: Response to cadmium ion. B: Oxidation-reduction process. C: Glutaredoxin activity. D: Response to salicylic acid. E: Response to abscisic acid. F: Response to auxin.G: Real-time quantitative PCR validation of several selected genes response to Cd stress and exogenous sulfur
Fig. 6 Functional verification of tartary buckwheat FtbHLH68 gene A: Analysis of FtbHLH68 gene expression in tartary buckwheat. B-C: Phenotype (B) and green leaves rate (C) of wild-type Col-0 and bhlh68 mutants under Cd stress and Cd+S treatment. D-E: Root length phenotype (D) and statistical results (E) of wild-type Col-0 and bhlh68 mutants under Cd stress and Cd+S treatment. F-I: Chlorophyll content (F), net photosynthesis (G), GR activity (H) and GSH activity (I) of wild-type Col-0 and bhlh68 mutants under Cd stress and Cd+S treatment. * indicate significant difference at 0.05 level
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