Biotechnology Bulletin ›› 2022, Vol. 38 ›› Issue (4): 126-142.doi: 10.13560/j.cnki.biotech.bull.1985.2021-1048
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JIN Jiao-jiao1(), LIU Zi-gang2, MI Wen-bo2, XU Ming-xia2, ZOU Ya2, XU Chun-mei2, ZHAO Cai-xia3
Received:
2021-08-17
Online:
2022-04-26
Published:
2022-05-06
JIN Jiao-jiao, LIU Zi-gang, MI Wen-bo, XU Ming-xia, ZOU Ya, XU Chun-mei, ZHAO Cai-xia. Identification of Low Temperature Stress-responsive Genes Regulating Photosynthetic Characteristics in the Leaves of Brassica napus by RNA-Seq[J]. Biotechnology Bulletin, 2022, 38(4): 126-142.
KEGG通路 KEGG pathway | 基因号 Gene ID | 引物序列 Sequence of primer(5'-3') | 扩增长度 Amplification length/bp | 扩增效率 Amplification efficiency/% |
---|---|---|---|---|
P | ncbi_106366341 | AGATCCTAATGCCACCATCATC(F) | 100 | 101.80 |
GTAGTCCTCATGCTCCTCAAAG(R) | ||||
ncbi_106360470 | CTCCTTACAACCCACTTCAGAG(F) | 100 | 96.80 | |
GAGCCACCTCCAAGAATCAA(R) | ||||
ncbi_106400646 | CTACCGACAAGAAGTCCATCAC(F) | 102 | 88.28 | |
AGGCAGTCTCACCGAAGTA(R) | ||||
ncbi_106430073 | GCAGAGGCAAGGATCAAAGA(F) | 99 | 93.16 | |
GTAAGGACGACGGAGGAAATAAG(R) | ||||
ncbi_106381576 | GCAGAGGCAAGGATCAAAGA(F) | 99 | 100.09 | |
GTAAGGACGACGGAGGAAATAAG(R) | ||||
ncbi_106401683 | CCGAGATTTGCTCTCCTTATCC(F) | 119 | 103.61 | |
CCGACGTATCTTTCACGTACTC(R) | ||||
ncbi_106405529 | CTCCTTACAACCCACTTCAGAG(F) | 100 | 95.07 | |
GAGCCTCCTCCAAGAATCAAA(R) | ||||
ncbi_106350097 | CATAACACCAGATGGAGAGAAGG(F) | 149 | 102.17 | |
CAACCGAGCCAGAGACTATTT(R) | ||||
PAP | ncbi_106371874 | TAGCTGGAGATTACGGGTTTG(F) | 143 | 122.90 |
GGTACGAAGTAGGTCGGTTAAG(R) | ||||
ncbi_106382137 | CTCGGAAACCCTAACTTGATCC(F) | 100 | 101.97 | |
CACCTCCAATTCTGTACCCTTC(R) | ||||
ncbi_106439795 | AACCGTGAGCTCGAAGTAATC(F) | 100 | 98.06 | |
CTCCGAATTTGACTCCGTTCT(R | ||||
ncbi_106349237 | AACCGTGAGCTCGAAGTAATC(F) | 131 | 102.84 | |
ATCTGAGAACCTGCCTTGAAC(R) | ||||
ncbi_106396209 | GAAGGTGGGCTCGACTATTT(F) | 112 | 94.26 | |
CGACTCTGTAACCCTCAACAG(R) | ||||
ncbi_106447496 | GAAGGAGGGCTTGACTACTTG(F) | 99 | 103.51 | |
CTCAACAGCTCCCATGAGAAT(R) | ||||
ncbi_106447497 | AAACGGAAGGTTGGCTATGT(F) | 96 | 100.88 | |
GCCAAATGGTCAGCAAGATTC(R) | ||||
ncbi_106421061 | CTGTCAAGCAAGGAGCAAAC(F) | 102 | 97.35 | |
CAAGAGGGTCGAATCCATAGTC(R) | ||||
ncbi_106440450 | AACCTTGTTCTGGCTGTAGTT(F) | 98 | 93.57 | |
GGGTGTAGCTTGTCCTCAAA(R) | ||||
RG | Bnactin-F | TCCATCCATCGTCCACAG | 106.80 | |
Bnactin-R | GCATCATCACAAGCATCCTT |
Table 1 qRT-PCR primers used in this study
KEGG通路 KEGG pathway | 基因号 Gene ID | 引物序列 Sequence of primer(5'-3') | 扩增长度 Amplification length/bp | 扩增效率 Amplification efficiency/% |
---|---|---|---|---|
P | ncbi_106366341 | AGATCCTAATGCCACCATCATC(F) | 100 | 101.80 |
GTAGTCCTCATGCTCCTCAAAG(R) | ||||
ncbi_106360470 | CTCCTTACAACCCACTTCAGAG(F) | 100 | 96.80 | |
GAGCCACCTCCAAGAATCAA(R) | ||||
ncbi_106400646 | CTACCGACAAGAAGTCCATCAC(F) | 102 | 88.28 | |
AGGCAGTCTCACCGAAGTA(R) | ||||
ncbi_106430073 | GCAGAGGCAAGGATCAAAGA(F) | 99 | 93.16 | |
GTAAGGACGACGGAGGAAATAAG(R) | ||||
ncbi_106381576 | GCAGAGGCAAGGATCAAAGA(F) | 99 | 100.09 | |
GTAAGGACGACGGAGGAAATAAG(R) | ||||
ncbi_106401683 | CCGAGATTTGCTCTCCTTATCC(F) | 119 | 103.61 | |
CCGACGTATCTTTCACGTACTC(R) | ||||
ncbi_106405529 | CTCCTTACAACCCACTTCAGAG(F) | 100 | 95.07 | |
GAGCCTCCTCCAAGAATCAAA(R) | ||||
ncbi_106350097 | CATAACACCAGATGGAGAGAAGG(F) | 149 | 102.17 | |
CAACCGAGCCAGAGACTATTT(R) | ||||
PAP | ncbi_106371874 | TAGCTGGAGATTACGGGTTTG(F) | 143 | 122.90 |
GGTACGAAGTAGGTCGGTTAAG(R) | ||||
ncbi_106382137 | CTCGGAAACCCTAACTTGATCC(F) | 100 | 101.97 | |
CACCTCCAATTCTGTACCCTTC(R) | ||||
ncbi_106439795 | AACCGTGAGCTCGAAGTAATC(F) | 100 | 98.06 | |
CTCCGAATTTGACTCCGTTCT(R | ||||
ncbi_106349237 | AACCGTGAGCTCGAAGTAATC(F) | 131 | 102.84 | |
ATCTGAGAACCTGCCTTGAAC(R) | ||||
ncbi_106396209 | GAAGGTGGGCTCGACTATTT(F) | 112 | 94.26 | |
CGACTCTGTAACCCTCAACAG(R) | ||||
ncbi_106447496 | GAAGGAGGGCTTGACTACTTG(F) | 99 | 103.51 | |
CTCAACAGCTCCCATGAGAAT(R) | ||||
ncbi_106447497 | AAACGGAAGGTTGGCTATGT(F) | 96 | 100.88 | |
GCCAAATGGTCAGCAAGATTC(R) | ||||
ncbi_106421061 | CTGTCAAGCAAGGAGCAAAC(F) | 102 | 97.35 | |
CAAGAGGGTCGAATCCATAGTC(R) | ||||
ncbi_106440450 | AACCTTGTTCTGGCTGTAGTT(F) | 98 | 93.57 | |
GGGTGTAGCTTGTCCTCAAA(R) | ||||
RG | Bnactin-F | TCCATCCATCGTCCACAG | 106.80 | |
Bnactin-R | GCATCATCACAAGCATCCTT |
反应物 Reagent | 体积Volume/μL |
---|---|
SYBRR Premix Ex Taq TM II | 10 |
Forward primer | 0.8 |
Reverse primer | 0.8 |
ROX Reference Dye II | 0.4 |
Template cDNA | 2 |
ddH2O | 6 |
Table 2 qPCR reaction system
反应物 Reagent | 体积Volume/μL |
---|---|
SYBRR Premix Ex Taq TM II | 10 |
Forward primer | 0.8 |
Reverse primer | 0.8 |
ROX Reference Dye II | 0.4 |
Template cDNA | 2 |
ddH2O | 6 |
Fig.3 Influence of low temperature to conductivity in rapeseed leaves Different capital letters indicate significant differences at P<0.01 level. The same below
组合 Paired comparison | 显著上调差异基因数 Significantly up-regulated differential genes | 显著下调差异基因数 Significantly down-regulated differential genes | 总差异基因数 Significantly different number of genes |
---|---|---|---|
NF24 t0 - NF24 t | 12 583 | 24 414 | 36 997 |
17NS t0 - 17NS t | 11 710 | 23 141 | 34 851 |
NF24 t0-17NS t0 | 10 708 | 8 270 | 18 978 |
NF24 t - 17NS t | 11 447 | 10 572 | 22 019 |
Table 3 All significantly differentially expressed genes identified by RNA-Seq
组合 Paired comparison | 显著上调差异基因数 Significantly up-regulated differential genes | 显著下调差异基因数 Significantly down-regulated differential genes | 总差异基因数 Significantly different number of genes |
---|---|---|---|
NF24 t0 - NF24 t | 12 583 | 24 414 | 36 997 |
17NS t0 - 17NS t | 11 710 | 23 141 | 34 851 |
NF24 t0-17NS t0 | 10 708 | 8 270 | 18 978 |
NF24 t - 17NS t | 11 447 | 10 572 | 22 019 |
基因号 Gene ID | 基因表达特性 Gene expression characteristics | 基因描述 Description |
---|---|---|
ncbi_106366341 | 下调 Down | 铁氧还蛋白—NADP还原酶,叶同工酶1,类叶绿体; Ferredoxin-NADP reductase,leaf isozyme 1,and chloroplastic-like |
ncbi_106360470 | 光系统I反应中心亚基VI,类叶绿体; Photosystem I reaction center subunit VI,and chloroplastic-like | |
ncbi_106400646 | 进化氧增强蛋白2,叶绿体; Oxygen-evolving enhancer protein 2,and chloroplastic | |
ncbi_106430073 | ATP合酶链1,类叶绿体; ATP synthase gamma chain 1,and chloroplastic-like | |
ncbi_106381576 | ATP合酶链1,类叶绿体; ATP synthase gamma chain 1,and chloroplastic-like | |
ncbi_106405529 | 光系统I反应中心亚基VI,类叶绿体; Photosystem I reaction center subunit VI,and chloroplastic-like | |
ncbi_106401683 | 光系统II修复蛋白PSB27-H1,叶绿体; Photosystem II repair protein PSB27-H1,and chloroplastic | |
ncbi_106350097 | 上调 Up | 铁氧还蛋白-1,叶绿体; Ferredoxin-1,and chloroplastic |
ncbi_106371874 | 下调 Down | 光系统I叶绿素a/b结合蛋白5,类叶绿体 Photosystem I chlorophyll a/b-binding protein 5,and chloroplastic-like |
ncbi_106382137 | 叶绿素a-b结合蛋白2.4,类叶绿体; Chlorophyll a-b binding protein 2.4,and chloroplastic-like | |
ncbi_106439795 | 叶绿素a-b结合蛋白2.1,叶绿体; Chlorophyll a-b binding protein 2.1,and chloroplastic | |
ncbi_106349237 | 叶绿素a-b结合蛋白2.4,类叶绿体; Chlorophyll a-b binding protein 2.4,and chloroplastic-like | |
ncbi_106396209 | 叶绿素a-b结合蛋白1,叶绿体; Chlorophyll a-b binding protein 1,and chloroplastic | |
ncbi_106447496 | 叶绿素a-b结合蛋白1,叶绿体; Chlorophyll a-b binding protein 1,and chloroplastic | |
ncbi_106447497 | 叶绿素a-b结合蛋白1,叶绿体; Chlorophyll a-b binding protein 1,and chloroplastic-like | |
ncbi_106421061 | 光系统I叶绿素a/b结合蛋白3-1,叶绿体; Photosystem I chlorophyll a/b-binding protein 3-1,and chloroplastic | |
ncbi_106440450 | 上调 Up | 叶绿素a-b结合蛋白CP26,类叶绿体; Chlorophyll a-b binding protein CP26,and chloroplastic-like |
Table 4 Genetic information of 17 differentially expressed genes
基因号 Gene ID | 基因表达特性 Gene expression characteristics | 基因描述 Description |
---|---|---|
ncbi_106366341 | 下调 Down | 铁氧还蛋白—NADP还原酶,叶同工酶1,类叶绿体; Ferredoxin-NADP reductase,leaf isozyme 1,and chloroplastic-like |
ncbi_106360470 | 光系统I反应中心亚基VI,类叶绿体; Photosystem I reaction center subunit VI,and chloroplastic-like | |
ncbi_106400646 | 进化氧增强蛋白2,叶绿体; Oxygen-evolving enhancer protein 2,and chloroplastic | |
ncbi_106430073 | ATP合酶链1,类叶绿体; ATP synthase gamma chain 1,and chloroplastic-like | |
ncbi_106381576 | ATP合酶链1,类叶绿体; ATP synthase gamma chain 1,and chloroplastic-like | |
ncbi_106405529 | 光系统I反应中心亚基VI,类叶绿体; Photosystem I reaction center subunit VI,and chloroplastic-like | |
ncbi_106401683 | 光系统II修复蛋白PSB27-H1,叶绿体; Photosystem II repair protein PSB27-H1,and chloroplastic | |
ncbi_106350097 | 上调 Up | 铁氧还蛋白-1,叶绿体; Ferredoxin-1,and chloroplastic |
ncbi_106371874 | 下调 Down | 光系统I叶绿素a/b结合蛋白5,类叶绿体 Photosystem I chlorophyll a/b-binding protein 5,and chloroplastic-like |
ncbi_106382137 | 叶绿素a-b结合蛋白2.4,类叶绿体; Chlorophyll a-b binding protein 2.4,and chloroplastic-like | |
ncbi_106439795 | 叶绿素a-b结合蛋白2.1,叶绿体; Chlorophyll a-b binding protein 2.1,and chloroplastic | |
ncbi_106349237 | 叶绿素a-b结合蛋白2.4,类叶绿体; Chlorophyll a-b binding protein 2.4,and chloroplastic-like | |
ncbi_106396209 | 叶绿素a-b结合蛋白1,叶绿体; Chlorophyll a-b binding protein 1,and chloroplastic | |
ncbi_106447496 | 叶绿素a-b结合蛋白1,叶绿体; Chlorophyll a-b binding protein 1,and chloroplastic | |
ncbi_106447497 | 叶绿素a-b结合蛋白1,叶绿体; Chlorophyll a-b binding protein 1,and chloroplastic-like | |
ncbi_106421061 | 光系统I叶绿素a/b结合蛋白3-1,叶绿体; Photosystem I chlorophyll a/b-binding protein 3-1,and chloroplastic | |
ncbi_106440450 | 上调 Up | 叶绿素a-b结合蛋白CP26,类叶绿体; Chlorophyll a-b binding protein CP26,and chloroplastic-like |
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