Genome-Wide Identification and Expression Analysis of BrATGs and Their Different Roles in Response to Abiotic Stresses in Chinese Cabbage
Abstract
:1. Introduction
2. Materials and Methods
2.1. Experimental Materials
2.2. Identification of ATGs in Chinese Cabbage
2.3. Physicochemical Property Analysis and Subcellular Localization of BrATGs
2.4. Phylogenetic Tree Analysis of BrATGs
2.5. Analysis of BrATGs Gene Structure, Protein Structural Domain Distribution, Cis-Acting Elements, and Protein Interaction Networks
2.6. Chromosome Distribution and Gene Duplication Analysis of BrATGs
2.7. Analysis of Expression Patterns of BrATGs Genes in Different Tissues
2.8. Analysis of Expression Specificity in Response to Abiotic Stress by qRT–PCR
3. Results
3.1. Identification of BrATGs in the Chinese Cabbage Genome
3.2. Phylogenetic Analysis of BrATGs
3.3. Analysis of Gene Structure and Protein Structural Domain Distribution of BrATGs
3.4. Analysis of Cis-Acting Elements and Protein Interactions of BrATGs
3.5. Analysis of Conserved Structural Domains and Protein-Protein Interaction Networks of BrATG Proteins
3.6. Chromosome Distribution and Gene Duplication Analysis of BrATGs
3.7. Analysis of the Expression Pattern of BrATG in Various Tissues
3.8. Analysis of the Expression Pattern of BrATGs under Cadmium (Cd) Stress
3.9. Expression Patterns of BrATGs under Other Abiotic Stresses
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Gene Name | Gene ID | pI | MW(kDa) | AA | Instability Index | Aliphatic Index | Location |
---|---|---|---|---|---|---|---|
BrATG1a | BraA03g019750.3C | 6.31 | 80.08 | 722 | Unstable | 84.57 | Chloroplast |
BrATG1b | BraA04g005840.3C | 8.32 | 79.24 | 713 | Unstable | 85.76 | Golgi apparatus |
BrATG1c | BraA07g024950.3C | 6.31 | 67.61 | 609 | Unstable | 86.54 | Peroxisome |
BrATG1d | BraA08g004000.3C | 7.13 | 28.69 | 253 | Unstable | 100.16 | Cytoplasm |
BrATG1e | BraA09g051460.3C | 6.19 | 66.78 | 599 | Unstable | 86.94 | Peroxisome |
BrATG2 | BraA05g028170.3C | 5.16 | 20.64 | 1878 | Unstable | 87.16 | Nucleus |
BrATG3a | BraA02g002420.3C | 4.63 | 34.47 | 306 | Unstable | 77.06 | Cytoplasm |
BrATG3b | BraA03g044500.3C | 4.63 | 35.09 | 309 | Unstable | 70.97 | Nucleus |
BrATG3c | BraA09g020260.3C | 8.75 | 40.23 | 357 | Stable | 77.84 | Cytoplasm |
BrATG4a | BraA04g002160.3C | 4.77 | 45.79 | 419 | Unstable | 82.17 | Nucleus |
BrATG4b | BraA05g004100.3C | 5.1 | 51.72 | 466 | Unstable | 78.61 | Nucleus |
BrATG4c | BraA09g049830.3C | 4.82 | 48.58 | 443 | Unstable | 50.29 | Nucleus |
BrATG5a | BraA02g006950.3C | 5.21 | 39.15 | 342 | Unstable | 87.86 | Nucleus |
BrATG5b | BraA10g022680.3C | 5 | 38.07 | 335 | Unstable | 92.51 | Cytoplasm |
BrATG6 | BraA07g024790.3C | 5.92 | 58.86 | 521 | Stable | 71.52 | Nucleus |
BrATG7 | BraA02g032310.3C | 5.03 | 76.59 | 697 | Unstable | 84.25 | Nucleus |
BrATG8a | BraA01g012690.3C | 5.84 | 37.13 | 327 | Stable | 67.68 | Nucleus |
BrATG8b | BraA02g027610.3C | 8.78 | 14.12 | 126 | Stable | 86.67 | Cytoplasm |
BrATG8c | BraA03g023610.3C | 8.69 | 13.83 | 122 | Stable | 83.85 | Nucleus |
BrATG8d | BraA03g032690.3C | 6.1 | 13.75 | 119 | Unstable | 76.13 | Nucleus |
BrATG8e | BraA03g042050.3C | 7.9 | 13.72 | 119 | Unstable | 88.49 | Cytoplasm |
BrATG8f | BraA03g046990.3C | 6.74 | 13.58 | 119 | Stable | 84.37 | Cytoplasm |
BrATG8g | BraA03g049890.3C | 8.61 | 15.46 | 137 | Stable | 84.01 | Cytoplasm |
BrATG8h | BraA05g031480.3C | 6.59 | 13.23 | 115 | Unstable | 86.52 | Cytoplasm |
BrATG8i | BraA05g039000.3C | 6.9 | 13.72 | 119 | Unstable | 68.74 | Nucleus |
BrATG8j | BraA07g023170.3C | 6.32 | 13.86 | 122 | Stable | 87.05 | Nucleus |
BrATG8k | BraA08g011950.3C | 7.84 | 13.52 | 118 | Stable | 85.93 | Cytoplasm |
BrATG8l | BraA09g025640.3C | 7.78 | 13.63 | 120 | Stable | 80.42 | Cytoplasm |
BrATG9a | BraA04g022550.3C | 5.75 | 98.10 | 857 | Unstable | 85.43 | Plasma membrane |
BrATG9b | BraA05g013480.3C | 7.02 | 81.16 | 700 | Unstable | 84.8 | Plasma membrane |
BrATG10 | BraA05g038170.3C | 4.76 | 25.53 | 223 | Stable | 96.5 | Cytoplasm |
BrATG11a | BraA01g006990.3C | 5.57 | 126.69 | 1128 | Unstable | 78 | Nucleus |
BrATG11b | BraA03g056180.3C | 5.56 | 123.84 | 1100 | Unstable | 78.64 | Nucleus |
BrATG11c | BraA08g017920.3C | 5.63 | 124.06 | 1100 | Unstable | 77.94 | Nucleus |
BrATG12a | BraA05g033070.3C | 9.21 | 9.81 | 89 | Stable | 93.03 | Cytoplasm |
BrATG12b | BraA06g000790.3C | 9.1 | 9.50 | 85 | Stable | 83.65 | Cytoplasm |
BrATG13a | BraA01g034190.3C | 9.09 | 65.04 | 590 | Unstable | 69.76 | Chloroplast |
BrATG13b | BraA05g028550.3C | 8.61 | 66.70 | 599 | Unstable | 62.99 | Nucleus |
BrATG13c | BraA06g025150.3C | 9.58 | 62.22 | 563 | Unstable | 77.51 | Nucleus |
BrATG14a | BraA07g041070.3C | 8.85 | 50.81 | 449 | Unstable | 78.95 | Mito |
BrATG14b | BraA09g029210.3C | 9.34 | 53.22 | 474 | Unstable | 78.02 | Chloroplast |
BrATG16 | BraA10g008580.3C | 6.19 | 55.38 | 502 | Unstable | 87.43 | Cytoplasm |
BrATG18a | BraA03g002010.3C | 8.81 | 41.82 | 377 | Stable | 90.66 | Cytoplasm |
BrATG18b | BraA03g013760.3C | 5.57 | 82.52 | 759 | Unstable | 73.95 | Nucleus |
BrATG18c | BraA03g055830.3C | 8.7 | 39.68 | 366 | Unstable | 91.37 | Plasma membrane |
BrATG18d | BraA04g000590.3C | 6.63 | 43.73 | 397 | Unstable | 81.99 | Endoplasmic reticulum |
BrATG18e | BraA04g028920.3C | 6.13 | 45.04 | 408 | Unstable | 81.45 | Nucleus |
BrATG18f | BraA07g025220.3C | 7.63 | 45.65 | 416 | Unstable | 77.04 | Cytoplasm |
BrATG18g | BraA09g047160.3C | 6.39 | 48.63 | 442 | Unstable | 89.32 | Nucleus |
BrATG18h | BraA09g052060.3C | 8.33 | 47.57 | 430 | Unstable | 78.4 | Endoplasmic reticulum |
BrATG20a | BraA03g002860.3C | 5.44 | 57.44 | 514 | Unstable | 77.2 | Cytoplasm |
BrATG20b | BraA10g016310.3C | 5.17 | 61.82 | 556 | Unstable | 77.16 | Cytoplasm |
BrATG20c | BraA10g028870.3C | 6.72 | 46.31 | 402 | Unstable | 78.88 | Chloroplast |
BrATG20d | BraA10g030100.3C | 5.06 | 59.94 | 537 | Unstable | 75.74 | Nucleus |
BrATG27 | BraA05g005810.3C | 9.34 | 41.00 | 374 | Unstable | 81.07 | Plasma membrane |
BrATG101a | BraA07g016990.3C | 7.67 | 33.11 | 281 | Unstable | 82.46 | Nucleus |
BrATG10b | BraA09g009280.3C | 5.86 | 25.30 | 217 | Unstable | 96.04 | Nucleus |
BrTOR1 | BraA05g019460.3C | 6.3 | 278.83 | 2480 | Unstable | 99.34 | Chloroplast |
BrTOR2 | BraA06g003510.3C | 6.29 | 279.29 | 2486 | Unstable | 100 | Chloroplast |
BrVPS15 | BraA01g008260.3C | 8.18 | 216.56 | 1926 | Unstable | 86.63 | Nucleus |
BrVPS34 | BraA09g017180.3C | 6.34 | 93.23 | 813 | Unstable | 91.01 | Nucleus |
BrVTI12a | BraA04g011910.3C | 9.72 | 24.74 | 221 | Stable | 94.52 | Golgi apparatus |
BrVTI12b | BraA07g013170.3C | 8.37 | 25.14 | 222 | Unstable | 93.11 | Golgi apparatus |
BrVTI12c | BraA09g003760.3C | 9.56 | 24.97 | 221 | Stable | 94.43 | Golgi apparatus |
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Hu, Y.; Zhang, M.; Yin, F.; Cao, X.; Fan, S.; Wu, C.; Xiao, X. Genome-Wide Identification and Expression Analysis of BrATGs and Their Different Roles in Response to Abiotic Stresses in Chinese Cabbage. Agronomy 2022, 12, 2976. https://doi.org/10.3390/agronomy12122976
Hu Y, Zhang M, Yin F, Cao X, Fan S, Wu C, Xiao X. Genome-Wide Identification and Expression Analysis of BrATGs and Their Different Roles in Response to Abiotic Stresses in Chinese Cabbage. Agronomy. 2022; 12(12):2976. https://doi.org/10.3390/agronomy12122976
Chicago/Turabian StyleHu, Yuanfeng, Ming Zhang, Fengrui Yin, Xiaoqun Cao, Shuying Fan, Caijun Wu, and Xufeng Xiao. 2022. "Genome-Wide Identification and Expression Analysis of BrATGs and Their Different Roles in Response to Abiotic Stresses in Chinese Cabbage" Agronomy 12, no. 12: 2976. https://doi.org/10.3390/agronomy12122976