Chinese Bulletin of Botany ›› 2018, Vol. 53 ›› Issue (6): 829-839.DOI: 10.11983/CBB18003
• TECHNIQUES AND METHODS • Previous Articles Next Articles
Zhang Deng, Li Jingjian, Zhang Mengjie, Bao Yutao, Yang Xiao, Xu Wuyun, Ouyang Kunxi, Chen Xiaoyang*()
Received:
2018-01-03
Online:
2018-11-01
Published:
2018-12-05
Contact:
Chen Xiaoyang
Zhang Deng, Li Jingjian, Zhang Mengjie, Bao Yutao, Yang Xiao, Xu Wuyun, Ouyang Kunxi, Chen Xiaoyang. Selection and Validation of Reference Genes for Quantitative RT-PCR Analysis in Neolamarckia cadamba[J]. Chinese Bulletin of Botany, 2018, 53(6): 829-839.
Figure 1 Electrophoresis of total RNA extracted from different tissues of Neolamarckia cadamba1: Bark; 2: Flower; 3: Cambium; 4: Leaf; 5: Root; 6: Bud; 7: Fruit
Tissues | A260/A280 | A260/A230 | Yield (ng?μL-1) |
---|---|---|---|
Root | 2.19 | 2.1 | 107.5 |
Bud | 2.12 | 2.14 | 410.6 |
Leaf | 2.13 | 1.96 | 258.5 |
Flower | 2.19 | 2.22 | 114.8 |
Fruit | 2.11 | 1.84 | 156.8 |
Bark | 2.17 | 1.89 | 299.7 |
Cambium | 2.14 | 2.11 | 331.8 |
Table 1 The quality of total RNA extracted from different tissues of Neolamarckia cadamba
Tissues | A260/A280 | A260/A230 | Yield (ng?μL-1) |
---|---|---|---|
Root | 2.19 | 2.1 | 107.5 |
Bud | 2.12 | 2.14 | 410.6 |
Leaf | 2.13 | 1.96 | 258.5 |
Flower | 2.19 | 2.22 | 114.8 |
Fruit | 2.11 | 1.84 | 156.8 |
Bark | 2.17 | 1.89 | 299.7 |
Cambium | 2.14 | 2.11 | 331.8 |
Name | UniGene ID | Reference gene (Rg) ID | F primer (5'-3') R primer (5'-3') | Amplicator length (bp) |
---|---|---|---|---|
Actin | comp52737_c0 | g1 | TGTAGTGGATGAATGCTTCTGTTAT | 95 |
CTTCCTCCTACCAACTTCAAATG | ||||
comp79635_c0 | g2 | CTTCTGAGGTTATGGAGCAATCT | 101 | |
CGATAAATCAAAACTTCAAGCC | ||||
Clathrin adaptor complexes medium | comp48976_c0 | g3 | CTCAGAGAACGCTGCTGACTAC | 161 |
GAGCCAAGGGAAACAAGATAA | ||||
Cyclophilin | comp67418_c0 | g4 | GGGGTCTCACGCTCTTTACT | 83 |
GGATTGGATTGGGTTGGTT | ||||
comp75463_c0 | g5 | CCCCAGCAAGAAGACCACT | 213 | |
TTGACCATGAATCCCAACCA | ||||
comp77969_c0 | g6 | ATAGCATCCCAACCGAACA | 187 | |
CCCTCTTGCCTCCTGTGTAT | ||||
Elongation factor 1α | comp87079_c1 | g7 | ACCAGCATCACCGTTCTTCA | 123 |
GTCCTCGATTGCCACACCT | ||||
comp87526_c0 | g8 | AATCAGACAGAAACCCCTCAA | 245 | |
GAACCTCTCAATCACACGCTT | ||||
Eukaryotic initiation factor | comp6386_c0 | g9 | GTTGAAACTTCTTGGACATCG | 250 |
CTTGAGACACTGATTTGTATGAGA | ||||
Farnesyl pyrophosphate synthase 1 | comp72548_c0 | g10 | TGATAATCTGGCTTCCACCTT | 112 |
TGGGAGGAACTCAATCTCCTAC | ||||
comp75377_c0 | g11 | TATCAGGCTCAGCATTCCACT | 212 | |
TTGCCACAATAACACATCCAT | ||||
F-boxkelch-repeat protein | comp78454_c0 | g12 | AAGGCCAATTCTGTTCAAGC | 143 |
CCTAGAGGGAAAGACATGACTG | ||||
comp78817_c0 | g13 | GCAAACGGGGTAAAAGGA | 102 | |
AAAGGGTAAGAGTGACGACAGC | ||||
GAPDH | comp78593_c0 | g14 | TGTTCCAAGTGGGCATTTAC | 247 |
CGCTCTGAGGTGTTAATAAGTG | ||||
comp80828_c1 | g15 | CTGAGCATTTTTTAGGCTTGTC | 151 | |
TCAGATTCATGTGGCAGTCG | ||||
GTP-binding nuclear protein | comp85262_c0 | g16 | TCTCGCAACCTGCCTCTT | 257 |
TATCACTCCCATCTTCGCAC | ||||
Phosphoenolpyruvate carboxylase-related kinase 1 | comp75525_c0 | g17 | CGACCTCACATTCCTCATTAC | 291 |
ACATAGACCATCCAGAGCCCA | ||||
comp80613_c0 | g18 | TACATAGACCATCCAGAGCCA | 112 | |
GCAAAAGGGCAAGCAACAG | ||||
Protein phosphatase 2A | comp81334_c1 | g19 | GGGCTTTCCATCCCATACC | 128 |
AGCCTTAGGGGGATTGGAA | ||||
comp52412_c0 | g20 | ATGTTGGATGATATTAGTGGTGTG | 161 | |
TCATAGGAAAATAGACCTCTGGTT | ||||
Ribosomal protein L | comp46755_c0 | g21 | CTGAGGATTGTTAGCAGTTGAC | 119 |
ACCAGAAAACAGACCACCTAAG | ||||
comp52434_c0 | g22 | AAGGAAGGTAAAGCAGGGAA | 177 | |
GCATGGGCAGGGATATAAAC | ||||
comp87976_c0 | g23 | CACGCAGCATAGCCAAAC | 157 | |
AGGCAGTTCTCTGATTCTTTTG | ||||
Name | UniGene ID | Reference gene (Rg) ID | F primer (5'-3') R primer (5'-3') | Amplicator length (bp) |
Ribosomal protein S | comp65909_c1 | g24 | GCTATGGTAGTCTCCCGAAAG | 182 |
GGGGGAACAAGACTAAGGGT | ||||
comp67276_c0 | g25 | TTTTGTTTCCCCTCTTTGC | 97 | |
AACCTTGAACAACCTGTGTAGAA | ||||
comp71526_c0 | g26 | CGGTTACACAAGGTTGAATGA | 117 | |
AGAGGGTCTGGATTTGAGTGA | ||||
Ribulose 1,5-bisphosphate carboxylase | comp47386_c0 | g27 | CAGCACCGTAATCCATAAAAC | 226 |
CAAGCAGCCCAGCAAGTC | ||||
comp88001_c0 | g28 | ACAGGATGGGTAGAAAGAGGC | 210 | |
AGGATTGAGCCGAATACAACG | ||||
S-adenosylmethionine decarboxylase | comp44802_c0 | g29 | TCTTCGTGGCACTTCTCTCC | 133 |
ACAGGGTGTTGACTTGTTTCC | ||||
comp71874_c0 | g30 | ATAAGGTCTCTTCTTGTTCGTGTAG | 178 | |
GACTGAACAGCAACAGGAATAAT | ||||
comp80075_c0 | g31 | GCTGCCTGTGGGTCTCCTA | 85 | |
GTAAACCCCAATGCTACTCCT | ||||
Translation elongation factor | comp65909_c1 | g32 | GCTATGGTAGTCTCCCGAAAG | 184 |
CTGGGGGAACAAGACTAAGG | ||||
comp70791_c0 | g33 | TCAACCAACCGTTCCTACC | 195 | |
ACAACAGTCCTTTGCCACC | ||||
Tubulin α | comp70323_c2 | g34 | GGTGGTGGAACTGGCTCTG | 217 |
GGCAAATGTCATAGATGGCTT | ||||
comp76448_c4 | g35 | AAGGAGGGAATGAGTGGAG | 107 | |
ACTATGGCAAGAAGTCAAAGC | ||||
Tubulin B | comp66056_c0 | g36 | GCAAGAAAGCCTTCCTCCTAA | 153 |
TTCCCAACAATGTCAAATCAA | ||||
comp79707_c1 | g37 | TTCAGGAGAGTCAGCGAGC | 187 | |
CATCGTCTTCATATTCCCCTT | ||||
Ubiquitin conjugating enzyme | comp79182_c1 | g38 | TCCTTGCTTGTGGCGTCA | 213 |
CACGGGTGTCAAATCTGGC | ||||
Ubiquitin | comp67366_c0 | g39 | GACGGGAGGACCTTAGCA | 298 |
CTCGGAGACGGAGAACAA | ||||
comp82561_c0 | g40 | GCATTTGTGTCTTGCCTCTTTAT | 186 | |
GCGATGAGCAACATTCCTTTA | ||||
comp68357_c0 | g41 | TTTTTCAGCAAAGAACAACCG | 135 | |
TGAAGACCCTCACTGGAAAGA | ||||
Ubiquitin-protein ligase | comp87122_c0 | g42 | GGTTGGTGGTAGAGTTGTGACTC | 182 |
CGAGCACTACCACGACACG | ||||
comp87211_c0 | g43 | GCCCCTCCGTTAAACTCG | 122 | |
GCCATACTCCCACCGAAAT |
Table 2 Primer sequences of the candidate reference genes
Name | UniGene ID | Reference gene (Rg) ID | F primer (5'-3') R primer (5'-3') | Amplicator length (bp) |
---|---|---|---|---|
Actin | comp52737_c0 | g1 | TGTAGTGGATGAATGCTTCTGTTAT | 95 |
CTTCCTCCTACCAACTTCAAATG | ||||
comp79635_c0 | g2 | CTTCTGAGGTTATGGAGCAATCT | 101 | |
CGATAAATCAAAACTTCAAGCC | ||||
Clathrin adaptor complexes medium | comp48976_c0 | g3 | CTCAGAGAACGCTGCTGACTAC | 161 |
GAGCCAAGGGAAACAAGATAA | ||||
Cyclophilin | comp67418_c0 | g4 | GGGGTCTCACGCTCTTTACT | 83 |
GGATTGGATTGGGTTGGTT | ||||
comp75463_c0 | g5 | CCCCAGCAAGAAGACCACT | 213 | |
TTGACCATGAATCCCAACCA | ||||
comp77969_c0 | g6 | ATAGCATCCCAACCGAACA | 187 | |
CCCTCTTGCCTCCTGTGTAT | ||||
Elongation factor 1α | comp87079_c1 | g7 | ACCAGCATCACCGTTCTTCA | 123 |
GTCCTCGATTGCCACACCT | ||||
comp87526_c0 | g8 | AATCAGACAGAAACCCCTCAA | 245 | |
GAACCTCTCAATCACACGCTT | ||||
Eukaryotic initiation factor | comp6386_c0 | g9 | GTTGAAACTTCTTGGACATCG | 250 |
CTTGAGACACTGATTTGTATGAGA | ||||
Farnesyl pyrophosphate synthase 1 | comp72548_c0 | g10 | TGATAATCTGGCTTCCACCTT | 112 |
TGGGAGGAACTCAATCTCCTAC | ||||
comp75377_c0 | g11 | TATCAGGCTCAGCATTCCACT | 212 | |
TTGCCACAATAACACATCCAT | ||||
F-boxkelch-repeat protein | comp78454_c0 | g12 | AAGGCCAATTCTGTTCAAGC | 143 |
CCTAGAGGGAAAGACATGACTG | ||||
comp78817_c0 | g13 | GCAAACGGGGTAAAAGGA | 102 | |
AAAGGGTAAGAGTGACGACAGC | ||||
GAPDH | comp78593_c0 | g14 | TGTTCCAAGTGGGCATTTAC | 247 |
CGCTCTGAGGTGTTAATAAGTG | ||||
comp80828_c1 | g15 | CTGAGCATTTTTTAGGCTTGTC | 151 | |
TCAGATTCATGTGGCAGTCG | ||||
GTP-binding nuclear protein | comp85262_c0 | g16 | TCTCGCAACCTGCCTCTT | 257 |
TATCACTCCCATCTTCGCAC | ||||
Phosphoenolpyruvate carboxylase-related kinase 1 | comp75525_c0 | g17 | CGACCTCACATTCCTCATTAC | 291 |
ACATAGACCATCCAGAGCCCA | ||||
comp80613_c0 | g18 | TACATAGACCATCCAGAGCCA | 112 | |
GCAAAAGGGCAAGCAACAG | ||||
Protein phosphatase 2A | comp81334_c1 | g19 | GGGCTTTCCATCCCATACC | 128 |
AGCCTTAGGGGGATTGGAA | ||||
comp52412_c0 | g20 | ATGTTGGATGATATTAGTGGTGTG | 161 | |
TCATAGGAAAATAGACCTCTGGTT | ||||
Ribosomal protein L | comp46755_c0 | g21 | CTGAGGATTGTTAGCAGTTGAC | 119 |
ACCAGAAAACAGACCACCTAAG | ||||
comp52434_c0 | g22 | AAGGAAGGTAAAGCAGGGAA | 177 | |
GCATGGGCAGGGATATAAAC | ||||
comp87976_c0 | g23 | CACGCAGCATAGCCAAAC | 157 | |
AGGCAGTTCTCTGATTCTTTTG | ||||
Name | UniGene ID | Reference gene (Rg) ID | F primer (5'-3') R primer (5'-3') | Amplicator length (bp) |
Ribosomal protein S | comp65909_c1 | g24 | GCTATGGTAGTCTCCCGAAAG | 182 |
GGGGGAACAAGACTAAGGGT | ||||
comp67276_c0 | g25 | TTTTGTTTCCCCTCTTTGC | 97 | |
AACCTTGAACAACCTGTGTAGAA | ||||
comp71526_c0 | g26 | CGGTTACACAAGGTTGAATGA | 117 | |
AGAGGGTCTGGATTTGAGTGA | ||||
Ribulose 1,5-bisphosphate carboxylase | comp47386_c0 | g27 | CAGCACCGTAATCCATAAAAC | 226 |
CAAGCAGCCCAGCAAGTC | ||||
comp88001_c0 | g28 | ACAGGATGGGTAGAAAGAGGC | 210 | |
AGGATTGAGCCGAATACAACG | ||||
S-adenosylmethionine decarboxylase | comp44802_c0 | g29 | TCTTCGTGGCACTTCTCTCC | 133 |
ACAGGGTGTTGACTTGTTTCC | ||||
comp71874_c0 | g30 | ATAAGGTCTCTTCTTGTTCGTGTAG | 178 | |
GACTGAACAGCAACAGGAATAAT | ||||
comp80075_c0 | g31 | GCTGCCTGTGGGTCTCCTA | 85 | |
GTAAACCCCAATGCTACTCCT | ||||
Translation elongation factor | comp65909_c1 | g32 | GCTATGGTAGTCTCCCGAAAG | 184 |
CTGGGGGAACAAGACTAAGG | ||||
comp70791_c0 | g33 | TCAACCAACCGTTCCTACC | 195 | |
ACAACAGTCCTTTGCCACC | ||||
Tubulin α | comp70323_c2 | g34 | GGTGGTGGAACTGGCTCTG | 217 |
GGCAAATGTCATAGATGGCTT | ||||
comp76448_c4 | g35 | AAGGAGGGAATGAGTGGAG | 107 | |
ACTATGGCAAGAAGTCAAAGC | ||||
Tubulin B | comp66056_c0 | g36 | GCAAGAAAGCCTTCCTCCTAA | 153 |
TTCCCAACAATGTCAAATCAA | ||||
comp79707_c1 | g37 | TTCAGGAGAGTCAGCGAGC | 187 | |
CATCGTCTTCATATTCCCCTT | ||||
Ubiquitin conjugating enzyme | comp79182_c1 | g38 | TCCTTGCTTGTGGCGTCA | 213 |
CACGGGTGTCAAATCTGGC | ||||
Ubiquitin | comp67366_c0 | g39 | GACGGGAGGACCTTAGCA | 298 |
CTCGGAGACGGAGAACAA | ||||
comp82561_c0 | g40 | GCATTTGTGTCTTGCCTCTTTAT | 186 | |
GCGATGAGCAACATTCCTTTA | ||||
comp68357_c0 | g41 | TTTTTCAGCAAAGAACAACCG | 135 | |
TGAAGACCCTCACTGGAAAGA | ||||
Ubiquitin-protein ligase | comp87122_c0 | g42 | GGTTGGTGGTAGAGTTGTGACTC | 182 |
CGAGCACTACCACGACACG | ||||
comp87211_c0 | g43 | GCCCCTCCGTTAAACTCG | 122 | |
GCCATACTCCCACCGAAAT |
Rg ID | M | Rg ID | M | Rg ID | M | Rg ID | M | Rg ID | M |
---|---|---|---|---|---|---|---|---|---|
g25 | 0.443 | g23 | 1.142 | g36 | 1.649 | g6 | 2.045 | g40 | 2.365 |
g42 | 0.443 | g31 | 1.183 | g34 | 1.693 | g4 | 2.080 | g17 | 2.412 |
g21 | 0.471 | g24 | 1.229 | g28 | 1.737 | g2 | 2.113 | g16 | 2.458 |
g33 | 0.565 | g13 | 1.287 | g7 | 1.789 | g32 | 2.148 | g38 | 2.503 |
g15 | 0.704 | g22 | 1.348 | g12 | 1.836 | g39 | 2.184 | g5 | 2.566 |
g43 | 0.862 | g14 | 1.404 | g10 | 1.881 | g19 | 2.217 | g27 | 2.652 |
g29 | 0.966 | g26 | 1.467 | g11 | 1.927 | g37 | 2.251 | g41 | 2.859 |
g18 | 1.014 | g9 | 1.533 | g30 | 1.967 | g1 | 2.285 | ||
g8 | 1.090 | g35 | 1.597 | g3 | 2.007 | g20 | 2.321 |
Table 3 Analysis of expression stability of reference genes by geNorm
Rg ID | M | Rg ID | M | Rg ID | M | Rg ID | M | Rg ID | M |
---|---|---|---|---|---|---|---|---|---|
g25 | 0.443 | g23 | 1.142 | g36 | 1.649 | g6 | 2.045 | g40 | 2.365 |
g42 | 0.443 | g31 | 1.183 | g34 | 1.693 | g4 | 2.080 | g17 | 2.412 |
g21 | 0.471 | g24 | 1.229 | g28 | 1.737 | g2 | 2.113 | g16 | 2.458 |
g33 | 0.565 | g13 | 1.287 | g7 | 1.789 | g32 | 2.148 | g38 | 2.503 |
g15 | 0.704 | g22 | 1.348 | g12 | 1.836 | g39 | 2.184 | g5 | 2.566 |
g43 | 0.862 | g14 | 1.404 | g10 | 1.881 | g19 | 2.217 | g27 | 2.652 |
g29 | 0.966 | g26 | 1.467 | g11 | 1.927 | g37 | 2.251 | g41 | 2.859 |
g18 | 1.014 | g9 | 1.533 | g30 | 1.967 | g1 | 2.285 | ||
g8 | 1.090 | g35 | 1.597 | g3 | 2.007 | g20 | 2.321 |
Rg ID | Stability value | Rg ID | Stability value | Rg ID | Stability value | Rg ID | Stability value | Rg ID | Stability value |
---|---|---|---|---|---|---|---|---|---|
g42 | 0.223 | g8 | 0.787 | g28 | 1.249 | g6 | 1.441 | g40 | 1.937 |
g15 | 0.298 | g23 | 0.871 | g35 | 1.264 | g4 | 1.460 | g17 | 2.023 |
g25 | 0.343 | g31 | 0.951 | g10 | 1.316 | g19 | 1.496 | g38 | 2.062 |
g43 | 0.505 | g9 | 1.007 | g12 | 1.354 | g2 | 1.518 | g16 | 2.099 |
g21 | 0.517 | g13 | 1.021 | g36 | 1.371 | g39 | 1.545 | g5 | 2.350 |
g33 | 0.554 | g22 | 1.108 | g3 | 1.372 | g32 | 1.574 | g27 | 2.750 |
g18 | 0.567 | g14 | 1.136 | g34 | 1.384 | g1 | 1.657 | g41 | 4.759 |
g29 | 0.590 | g7 | 1.141 | g11 | 1.397 | g37 | 1.709 | ||
g24 | 0.724 | g26 | 1.160 | g30 | 1.411 | g20 | 1.733 |
Table 4 Stability analysis of reference gene expression by NormFinder
Rg ID | Stability value | Rg ID | Stability value | Rg ID | Stability value | Rg ID | Stability value | Rg ID | Stability value |
---|---|---|---|---|---|---|---|---|---|
g42 | 0.223 | g8 | 0.787 | g28 | 1.249 | g6 | 1.441 | g40 | 1.937 |
g15 | 0.298 | g23 | 0.871 | g35 | 1.264 | g4 | 1.460 | g17 | 2.023 |
g25 | 0.343 | g31 | 0.951 | g10 | 1.316 | g19 | 1.496 | g38 | 2.062 |
g43 | 0.505 | g9 | 1.007 | g12 | 1.354 | g2 | 1.518 | g16 | 2.099 |
g21 | 0.517 | g13 | 1.021 | g36 | 1.371 | g39 | 1.545 | g5 | 2.350 |
g33 | 0.554 | g22 | 1.108 | g3 | 1.372 | g32 | 1.574 | g27 | 2.750 |
g18 | 0.567 | g14 | 1.136 | g34 | 1.384 | g1 | 1.657 | g41 | 4.759 |
g29 | 0.590 | g7 | 1.141 | g11 | 1.397 | g37 | 1.709 | ||
g24 | 0.724 | g26 | 1.160 | g30 | 1.411 | g20 | 1.733 |
Parameter | Genes | ||||||||
---|---|---|---|---|---|---|---|---|---|
g42 | g15 | g25 | g43 | g21 | g33 | g18 | g8 | g29 | |
SD±CP | 0.513 | 0.736 | 0.840 | 0.966 | 0.692 | 0.610 | 1.153 | 1.477 | 1.280 |
CV (% CP) | 1.804 | 3.530 | 3.522 | 3.745 | 3.008 | 2.091 | 5.015 | 6.600 | 5.474 |
coeff. of corr. (r) | 0.851 | 0.871 | 0.833 | 0.737 | 0.297 | 0.520 | 0.846 | 0.966 | 0.849 |
p-value | 0.015 | 0.011 | 0.020 | 0.059 | 0.515 | 0.232 | 0.016 | 0.001 | 0.016 |
Table 5 Stability analysis of reference gene expression by BestKeeper
Parameter | Genes | ||||||||
---|---|---|---|---|---|---|---|---|---|
g42 | g15 | g25 | g43 | g21 | g33 | g18 | g8 | g29 | |
SD±CP | 0.513 | 0.736 | 0.840 | 0.966 | 0.692 | 0.610 | 1.153 | 1.477 | 1.280 |
CV (% CP) | 1.804 | 3.530 | 3.522 | 3.745 | 3.008 | 2.091 | 5.015 | 6.600 | 5.474 |
coeff. of corr. (r) | 0.851 | 0.871 | 0.833 | 0.737 | 0.297 | 0.520 | 0.846 | 0.966 | 0.849 |
p-value | 0.015 | 0.011 | 0.020 | 0.059 | 0.515 | 0.232 | 0.016 | 0.001 | 0.016 |
Genes | G | N | B | O |
---|---|---|---|---|
g42 | 1 | 1 | 1 | 1 |
g25 | 1 | 3 | 5 | 2 |
g21 | 3 | 5 | 3 | 3 |
g33 | 4 | 6 | 2 | 4 |
g15 | 5 | 2 | 4 | 3 |
g43 | 6 | 4 | 6 | 5 |
Table 6 The rank of total score by 3 analysis softwares
Genes | G | N | B | O |
---|---|---|---|---|
g42 | 1 | 1 | 1 | 1 |
g25 | 1 | 3 | 5 | 2 |
g21 | 3 | 5 | 3 | 3 |
g33 | 4 | 6 | 2 | 4 |
g15 | 5 | 2 | 4 | 3 |
g43 | 6 | 4 | 6 | 5 |
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