Multi-omics provides new insights into the domestication and improvement of dark jute (Corchorus olitorius).


Journal

The Plant journal : for cell and molecular biology
ISSN: 1365-313X
Titre abrégé: Plant J
Pays: England
ID NLM: 9207397

Informations de publication

Date de publication:
11 2022
Historique:
revised: 31 08 2022
received: 07 04 2022
accepted: 15 09 2022
pubmed: 22 9 2022
medline: 2 11 2022
entrez: 21 9 2022
Statut: ppublish

Résumé

Jute (Corchorus sp.) is the most important bast fiber crop worldwide; however, the mechanisms underlying domestication and improvement remain largely unknown. We performed multi-omics analysis by integrating de novo sequencing, resequencing, and transcriptomic and epigenetic sequencing to clarify the domestication and improvement of dark jute Corchorus olitorius. We demonstrated that dark jute underwent early domestication and a relatively moderate genetic bottleneck during improvement breeding. A genome-wide association study of 11 important agronomic traits identified abundant candidate loci. We characterized the selective sweeps in the two breeding stages of jute, prominently, soil salinity differences played an important role in environmental adaptation during domestication, and the strongly selected genes for improvement had an increased frequency of favorable haplotypes. Furthermore, we speculated that an encoding auxin/indole-3-acetic acid protein COS07g_00652 could enhance the flexibility and strength of the stem to improve fiber yield. Our study not only provides valuable genetic resources for future fiber breeding in jute, but also is of great significance for reviewing the genetic basis of early crop breeding.

Identifiants

pubmed: 36129373
doi: 10.1111/tpj.15983
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

812-829

Informations de copyright

© 2022 Society for Experimental Biology and John Wiley & Sons Ltd.

Références

Adey, A., Kitzman, J.O., Burton, J.N., Daza, R., Kumar, A., Christiansen, L. et al. (2014) In vitro, long-range sequence information for de novo genome assembly via transposase contiguity. Genome Research, 24, 2041-2049.
Akalin, A., Kormaksson, M., Li, S., Garrett-Bakelman, F.E., Figueroa, M.E., Melnick, A. et al. (2012) methylKit: a comprehensive R package for the analysis of genome-wide DNA methylation profiles. Genome Biology, 13, 1-9.
Alexander, D.H., Novembre, J. & Lange, K. (2009) Fast model-based estimation of ancestry in unrelated individuals. Genome Research, 19, 1655-1664.
Altschul, S.F., Gish, W., Miller, W., Myers, E.W. & Lipman, D.J. (1990) Basic local alignment search tool. Journal of Molecular Biology, 215, 403-410.
Al-Yousef, H.M., Alam, P., Khanam, Z., Amina, M. & Hassan, W.H. (2021) Corchorus olitorius aqueous extract attenuates quorum sensing-regulated virulence factor production and biofilm formation. Asian Pacific Journal of Tropical Biomedicine, 11, 66.
Anonymous. (2018) A reference standard for genome biology. Nature Biotechnology, 36, 1121.
Argout, X., Salse, J., Aury, J.M., Guiltinan, M.J., Droc, G., Gouzy, J. et al. (2011) The genome of Theobroma cacao. Nature Genetics, 43, 101-108.
Bailey, T.L., Boden, M., Buske, F.A., Frith, M., Grant, C.E., Clementi, L. et al. (2009) MEME SUITE: tools for motif discovery and searching. Nucleic Acids Research, 37, W202-W208.
Barrett, J.C., Fry, B., Maller, J. & Daly, M.J. (2005) Haploview: analysis and visualization of LD and haplotype maps. Bioinformatics, 21, 263-265.
Benson, G. (1999) Tandem repeats finder: a program to analyze DNA sequences. Nucleic Acids Research, 27, 573-580.
Berglund, J., Mikkelsen, D., Flanagan, B.M., Dhital, S., Gaunitz, S., Henriksson, G. et al. (2020) Wood hemicelluloses exert distinct biomechanical contributions to cellulose fibrillar networks. Nature Communications, 11, 1-16.
Berry, P., Sterling, M., Baker, C., Spink, J. & Sparkes, D. (2003) A calibrated model of wheat lodging compared with field measurements. Agricultural and Forest Meteorology, 119, 167-180.
Berry, P., Sylvester-Bradley, R. & Berry, S. (2007) Ideotype design for lodging-resistant wheat. Euphytica, 154, 165-179.
Birney, E., Clamp, M. & Durbin, R. (2004) GeneWise and genomewise. Genome Research, 14, 988-995.
Chen, H., Patterson, N. & Reich, D. (2010) Population differentiation as a test for selective sweeps. Genome Research, 20, 393-402.
Chen, K., Li, G.J., Bressan, R.A., Song, C.P., Zhu, J.K. & Zhao, Y. (2020) Abscisic acid dynamics, signaling, and functions in plants. Journal of Integrative Plant Biology, 62, 25-54.
Conway, G. (2019) The doubly green revolution: food for all in the twenty-first century. Ithaca, NY: Cornell University Press.
Danecek, P., Auton, A., Abecasis, G., Albers, C.A., Banks, E., DePristo, M.A. et al. (2011) The variant call format and VCFtools. Bioinformatics, 27, 2156-2158.
Dudchenko, O., Batra, S.S., Omer, A.D., Nyquist, S.K., Hoeger, M., Durand, N.C. et al. (2017) De novo assembly of the Aedes aegypti genome using hi-C yields chromosome-length scaffolds. Science, 356, 92-95.
Edgar, R.C. (2004) MUSCLE: multiple sequence alignment with high accuracy and high throughput. Nucleic Acids Research, 32, 1792-1797.
Emms, D.M. & Kelly, S. (2015) OrthoFinder: solving fundamental biases in whole genome comparisons dramatically improves orthogroup inference accuracy. Genome Biology, 16, 1-14.
Fang, L., Wang, Q., Hu, Y., Jia, Y., Chen, J., Liu, B. et al. (2017) Genomic analyses in cotton identify signatures of selection and loci associated with fiber quality and yield traits. Nature Genetics, 49, 1089-1098.
Grover, C.E., Arick, M.A., Conover, J.L., Thrash, A., Hu, G., Sanders, W.S. et al. (2017) Comparative genomics of an unusual biogeographic disjunction in the cotton tribe (Gossypieae) yields insights into genome downsizing. Genome Biology and Evolution, 9, 3328-3344.
Haas, B.J., Salzberg, S.L., Zhu, W., Pertea, M., Allen, J.E., Orvis, J. et al. (2008) Automated eukaryotic gene structure annotation using EVidenceModeler and the program to assemble spliced alignments. Genome Biology, 9, 1-22.
Han, M.V., Thomas, G.W., Lugo-Martinez, J. & Hahn, M.W. (2013) Estimating gene gain and loss rates in the presence of error in genome assembly and annotation using CAFE 3. Molecular Biology and Evolution, 30, 1987-1997.
Heinz, S., Benner, C., Spann, N., Bertolino, E., Lin, Y.C., Laslo, P. et al. (2010) Simple combinations of lineage-determining transcription factors prime cis-regulatory elements required for macrophage and B cell identities. Molecular Cell, 38, 576-589.
Hu, J., Chen, B., Zhao, J., Zhang, F., Xie, T., Xu, K. et al. (2022) Genomic selection and genetic architecture of agronomic traits during modern rapeseed breeding. Nature Genetics, 54, 694-704.
Huang, X., Kurata, N., Wei, X., Wang, Z.X., Wang, A., Zhao, Q. et al. (2012) A map of rice genome variation reveals the origin of cultivated rice. Nature, 490, 497-501.
Isayenkov, S.V., Dabravolski, S.A., Pan, T. & Shabala, S. (2020) Phylogenetic diversity and physiological roles of plant monovalent cation/H(+) antiporters. Frontiers in Plant Science, 11, 573564.
Islam, M.S., Saito, J.A., Emdad, E.M., Ahmed, B., Islam, M.M., Halim, A. et al. (2017) Comparative genomics of two jute species and insight into fibre biogenesis. Nature Plants, 3, 1-7.
Islam, M.T., Ferdous, A.S., Najnin, R.A., Sarker, S.K. & Khan, H. (2015) High-throughput sequencing reveals diverse sets of conserved, nonconserved, and species-specific miRNAs in jute. International Journal of Genomics, 2015, 125048.
Jeyaraj, A., Liu, S., Zhang, X., Zhang, R., Shangguan, M. & Wei, C. (2017) Genome-wide identification of microRNAs responsive to Ectropis oblique feeding in tea plant (Camellia sinensis L.). Scientific Reports, 7, 1-16.
Kent, W.J. (2002) BLAT-the BLAST-like alignment tool. Genome Research, 12, 656-664.
Kim, D., Langmead, B. & Salzberg, S.L. (2015) HISAT: a fast spliced aligner with low memory requirements. Nature Methods, 12, 357-360.
Korf, I. (2004) Gene finding in novel genomes. BMC Bioinformatics, 5, 1-9.
Krueger, F. & Andrews, S.R. (2011) Bismark: a flexible aligner and methylation caller for bisulfite-seq applications. Bioinformatics, 27, 1571-1572.
Kumar, S., Tamura, K., Jakobsen, I.B. & Nei, M. (2001) MEGA2: molecular evolutionary genetics analysis software. Bioinformatics, 17, 1244-1245.
Kumari, N., Choudhary, S.B., Sharma, H.K., Singh, B.K. & Kumar, A.A. (2019) Health-promoting properties of Corchorus leaves: a review. Journal of Herbal Medicine, 15, 100240.
Kundu, A., Chakraborty, A., Mandal, N.A., Das, D., Karmakar, P.G., Singh, N.K. et al. (2015) A restriction-site-associated DNA (RAD) linkage map, comparative genomics and identification of QTL for histological fibre content coincident with those for retted bast fibre yield and its major components in jute (Corchorus olitorius L., Malvaceae sl). Molecular Breeding, 35, 1-17.
Kundu, A., Topdar, N., Sarkar, D., Sinha, M.K., Ghosh, A., Banerjee, S. et al. (2013) Origins of white (Corchorus capsularis L.) and dark (C. olitorius L.) jute: a reevaluation based on nuclear and chloroplast microsatellites. Journal of Plant Biochemistry and Biotechnology, 22, 372-381.
Langmead, B. & Salzberg, S.L. (2012) Fast gapped-read alignment with bowtie 2. Nature Methods, 9, 357-359.
Li, H. & Durbin, R. (2010) Fast and accurate long-read alignment with burrows-wheeler transform. Bioinformatics, 26, 589-595.
Li, H., Handsaker, B., Wysoker, A., Fennell, T., Ruan, J., Homer, N. et al. (2009) The sequence alignment/map format and SAMtools. Bioinformatics, 25, 2078-2079.
Li, L., Stoeckert, C.J. & Roos, D.S. (2003) OrthoMCL: identification of ortholog groups for eukaryotic genomes. Genome Research, 13, 2178-2189.
Li, S., Tian, Y., Wu, K., Ye, Y., Yu, J., Zhang, J. et al. (2018) Modulating plant growth-metabolism coordination for sustainable agriculture. Nature, 560, 595-600.
Liu, J., Ishitani, M., Halfter, U., Kim, C.S. & Zhu, J.K. (2000) The Arabidopsis thaliana SOS2 gene encodes a protein kinase that is required for salt tolerance. Proceedings of the National Academy of Sciences of the United States of America, 97, 3730-3734.
Lopez-Delacalle, M., Silva, C.J., Mestre, T.C., Martinez, V., Blanco-Ulate, B. & Rivero, R.M. (2021) Synchronization of proline, ascorbate and oxidative stress pathways under the combination of salinity and heat in tomato plants. Environmental and Experimental Botany, 183, 104351.
Luo, J., Zhou, J.-J. & Zhang, J.-Z. (2018) Aux/IAA gene family in plants: molecular structure, regulation, and function. International Journal of Molecular Sciences, 19, 259.
Ma, H., Yang, R., Song, L., Yang, Y., Wang, Q. & Wang, Z. (2015) Differential proteomic analysis of salt stress response in jute (Corchorus capsularis & olitorius L.) seedling roots. Pakistan Journal of Botany, 47, 385-396.
Ma, H., Yang, R., Wang, Z., Yu, T., Jia, Y., Gu, H. et al. (2011) Screening of salinity tolerant jute (Corchorus capsularis & C. olitorius) genotypes via phenotypic and phsiology-assisted procedures. Pakistan Journal of Botany, 43, 2655-2660.
Ma, Z., He, S., Wang, X., Sun, J., Zhang, Y., Zhang, G. et al. (2018) Resequencing a core collection of upland cotton identifies genomic variation and loci influencing fiber quality and yield. Nature Genetics, 50, 803-813.
Ma, Z., Zhang, Y., Wu, L., Zhang, G., Sun, Z., Li, Z. et al. (2021) High-quality genome assembly and resequencing of modern cotton cultivars provide resources for crop improvement. Nature Genetics, 53, 1385-1391.
Mace, E.S., Tai, S., Gilding, E.K., Li, Y., Prentis, P.J., Bian, L. et al. (2013) Whole-genome sequencing reveals untapped genetic potential in Africa's indigenous cereal crop sorghum. Nature Communications, 4, 1-9.
Marcais, G. & Kingsford, C. (2011) A fast, lock-free approach for efficient parallel counting of occurrences of k-mers. Bioinformatics, 27, 764-770.
McKenna, A., Hanna, M., Banks, E., Sivachenko, A., Cibulskis, K., Kernytsky, A. et al. (2010) The genome analysis toolkit: a MapReduce framework for analyzing next-generation DNA sequencing data. Genome Research, 20, 1297-1303.
Meng, J., Lu, Z., Liu, H., Zhang, L., Zhang, S., Chen, Y. et al. (2014) A protocol for RNA methylation differential analysis with MeRIP-seq data and exomePeak R/Bioconductor package. Methods, 69, 274-281.
Mulder, N. & Apweiler, R. (2007) Interpro and interproscan. In: Bergman, N.H. (Ed.) Comparative genomics. Methods in molecular biology™. Vol. 396. New York: Springer, pp. 59-70.
Naik, M.R., Kumar, M., Barman, D., Meena, P., Kumar, A.A. & Kundu, D. (2015) In vitro screening of white jute (Corchorus capsularis L) against salinity stress. Journal of Applied and Natural Science, 7, 344-347.
Nei, M. & Li, W.H. (1979) Mathematical model for studying genetic variation in terms of restriction endonucleases. Proceedings of the National Academy of Sciences of the United States of America, 76, 5269-5273.
Ou, S., Chen, J. & Jiang, N. (2018) Assessing genome assembly quality using the LTR assembly index (LAI). Nucleic Acids Research, 46, e126-e.
Parra, G., Blanco, E. & Guigó, R. (2000) Geneid in drosophila. Genome Research, 10, 511-515.
Patel, G. & Datta, R. (1960) Interspecific hybridization between Corchorus olitorius Linn. And C. capsularis Linn. And the cytogenetical basis of incompatibility between them. Euphytica, 9, 89-110.
Pecinka, A., Rosa, M., Schikora, A., Berlinger, M., Hirt, H., Luschnig, C. et al. (2009) Transgenerational stress memory is not a general response in Arabidopsis. PLoS One, 4, e5202.
Peng, J., Richards, D.E., Hartley, N.M., Murphy, G.P., Devos, K.M., Flintham, J.E. et al. (1999) 'Green revolution' genes encode mutant gibberellin response modulators. Nature, 400, 256-261.
Pertea, M., Pertea, G.M., Antonescu, C.M., Chang, T.-C., Mendell, J.T. & Salzberg, S.L. (2015) StringTie enables improved reconstruction of a transcriptome from RNA-seq reads. Nature Biotechnology, 33, 290-295.
Ren, H. & Gray, W.M. (2015) SAUR proteins as effectors of hormonal and environmental signals in plant growth. Molecular Plant, 8, 1153-1164.
Rhie, A., Walenz, B.P., Koren, S. & Phillippy, A.M. (2020) Merqury: reference-free quality, completeness, and phasing assessment for genome assemblies. Genome Biology, 21, 245.
Robinson, M.D., Mccarthy, D.J. & Smyth, G.K. (2010) edgeR: a Bioconductor package for differential expression analysis of digital gene expression data. Bioinformatics, 26, 139-140.
Ruan, J. & Li, H. (2020) Fast and accurate long-read assembly with wtdbg2. Nature Methods, 17, 155-158.
Saleem, M.H., Rehman, M., Kamran, M., Afzal, J., Noushahi, H.A. & Liu, L. (2020) Investigating the potential of different jute varieties for phytoremediation of copper-contaminated soil. Environmental Science and Pollution Research, 27, 30367-30377.
Sarkar, D., Kundu, A., Das, D., Chakraborty, A., Mandal, N.A., Satya, P. et al. (2019) Resolving population structure and genetic differentiation associated with RAD-SNP loci under selection in tossa jute (Corchorus olitorius L.). Molecular Genetics and Genomics, 294, 479-492.
Sarkar, D., Mahato, A.K., Satya, P., Kundu, A., Singh, S., Jayaswal, P.K. et al. (2017) The draft genome of Corchorus olitorius cv. JRO-524 (Navin). Genomics Data, 12, 151-154.
Sengupta, D., Nandy, S., Mitra, S., Dutta, P., Sinha, M.K., Kole, P.C. et al. (2005) Genetical study on tossa jute (Corchorus olitorius L.) for yield and quality parameters. Indian Journal of Genetics and Plant Breeding, 65, 29-32.
Simao, F.A., Waterhouse, R.M., Ioannidis, P., Kriventseva, E.V. & Zdobnov, E.M. (2015) BUSCO: assessing genome assembly and annotation completeness with single-copy orthologs. Bioinformatics, 31, 3210-3212.
Smith, J.D. & Gregory, T.R. (2009) The genome sizes of megabats (Chiroptera: Pteropodidae) are remarkably constrained. Biology Letters, 5, 347-351.
Song, Q., Decato, B., Hong, E.E., Zhou, M., Fang, F., Qu, J. et al. (2013) A reference methylome database and analysis pipeline to facilitate integrative and comparative epigenomics. PLoS One, 8, e81148.
Stamatakis, A. (2014) RAxML version 8: a tool for phylogenetic analysis and post-analysis of large phylogenies. Bioinformatics, 30, 1312-1313.
Stanke, M., Keller, O., Gunduz, I., Hayes, A., Waack, S. & Morgenstern, B. (2006) AUGUSTUS: ab initio prediction of alternative transcripts. Nucleic Acids Research, 34, W435-W439.
Stortenbeker, N. & Bemer, M. (2019) The SAUR gene family: the plant's toolbox for adaptation of growth and development. Journal of Experimental Botany, 70, 17-27.
Tao, A., Huang, L., Wu, G., Afshar, R.K., Qi, J., Xu, J. et al. (2017) High-density genetic map construction and QTLs identification for plant height in white jute (Corchorus capsularis L.) using specific locus amplified fragment (SLAF) sequencing. BMC Genomics, 18, 355.
Tarailo-Graovac, M. & Chen, N. (2009) Using RepeatMasker to identify repetitive elements in genomic sequences. Current Protocols in Bioinformatics, 25, 4.10.1-4.10.4.
Terhorst, J., Kamm, J.A. & Song, Y.S. (2017) Robust and scalable inference of population history from hundreds of unphased whole genomes. Nature Genetics, 49, 303-309.
Topdar, N., Kundu, A., Sinha, M.K., Sarkar, D., Das, M., Banerjee, S. et al. (2013) A complete genetic linkage map and QTL analyses for bast fibre quality traits, yield and yield components in jute (Corchorus olitorius L.). Cytology and Genetics, 47, 129-137.
Trapnell, C., Pachter, L. & Salzberg, S.L. (2009) TopHat: discovering splice junctions with RNA-seq. Bioinformatics, 25, 1105-1111.
Varshney, R.K., Saxena, R.K., Upadhyaya, H.D., Khan, A.W., Yu, Y., Kim, C. et al. (2017) Whole-genome resequencing of 292 pigeonpea accessions identifies genomic regions associated with domestication and agronomic traits. Nature Genetics, 49, 1082-1088.
Vaser, R., Sović, I., Nagarajan, N. & Šikić, M. (2017) Fast and accurate de novo genome assembly from long uncorrected reads. Genome Research, 27, 737-746.
Vilella, A.J., Severin, J., Ureta-Vidal, A., Heng, L., Durbin, R. & Birney, E. (2009) EnsemblCompara GeneTrees: complete, duplication-aware phylogenetic trees in vertebrates. Genome Research, 19, 327-335.
Walker, B.J., Abeel, T., Shea, T., Priest, M., Abouelliel, A., Sakthikumar, S. et al. (2014) Pilon: an integrated tool for comprehensive microbial variant detection and genome assembly improvement. PLoS One, 9, e112963.
Wang, H., Avci, U., Nakashima, J., Hahn, M.G., Chen, F. & Dixon, R.A. (2010) Mutation of WRKY transcription factors initiates pith secondary wall formation and increases stem biomass in dicotyledonous plants. Proceedings of the National Academy of Sciences of the United States of America, 107, 22338-22343.
Wang, K., Li, M. & Hakonarson, H. (2010) ANNOVAR: functional annotation of genetic variants from high-throughput sequencing data. Nucleic Acids Research, 38, e164-e.
Wang, M., Yuan, J., Qin, L., Shi, W., Xia, G. & Liu, S. (2020) TaCYP81D5, one member in a wheat cytochrome P450 gene cluster, confers salinity tolerance via reactive oxygen species scavenging. Plant Biotechnology Journal, 18, 791-804.
Waterhouse, R.M., Seppey, M., Simão, F.A., Manni, M., Ioannidis, P., Klioutchnikov, G. et al. (2018) BUSCO applications from quality assessments to gene prediction and phylogenomics. Molecular Biology and Evolution, 35, 543-548.
Weir, B.S. & Cockerham, C.C. (1984) Estimating F-statistics for the analysis of population structure. Evolution, 38, 1358-1370.
Wingett, S., Ewels, P., Furlan-Magaril, M., Nagano, T., Schoenfelder, S., Fraser, P. et al. (2015) HiCUP: pipeline for mapping and processing hi-C data. F1000Res, 4, 1310.
Xu, Z. & Wang, H. (2007) LTR_FINDER: an efficient tool for the prediction of full-length LTR retrotransposons. Nucleic Acids Research, 35, W265-W268.
Yakoub, A.R.B., Tlahig, S. & Ferchichi, A. (2019) Germination, growth, photosynthesis, and osmotic adjustment of Tossa jute (Corchorus olitrius L.) seeds under saline irrigation. Polish Journal of Environmental Studies, 28, 935-942.
Yang, J., Lee, S.H., Goddard, M.E. & Visscher, P.M. (2011) GCTA: a tool for genome-wide complex trait analysis. The American Journal of Human Genetics, 88, 76-82.
Yang, Z. (1997) PAML: a program package for phylogenetic analysis by maximum likelihood. Bioinformatics, 13, 555-556.
Yang, Z., Dai, Z., Lu, R., Wu, B., Tang, Q., Xu, Y. et al. (2017) Transcriptome analysis of two species of jute in response to polyethylene glycol (PEG)-induced drought stress. Scientific Reports, 7, 1-11.
Yu, G., Wang, L.-G. & He, Q.-Y. (2015) ChIPseeker: an R/Bioconductor package for ChIP peak annotation, comparison and visualization. Bioinformatics, 31, 2382-2383.
Zeng, L., Tu, X.L., Dai, H., Han, F.M., Lu, B.S., Wang, M.S. et al. (2019) Whole genomes and transcriptomes reveal adaptation and domestication of pistachio. Genome Biology, 20, 79.
Zhang, J., Zhang, X., Tang, H., Zhang, Q., Hua, X., Ma, X. et al. (2018) Allele-defined genome of the autopolyploid sugarcane Saccharum spontaneum L. Nature Genetics, 50, 1565-1573.
Zhang, L., Ma, X., Zhang, X., Xu, Y., Ibrahim, A.K., Yao, J. et al. (2021) Reference genomes of the two cultivated jute species. Plant Biotechnology Journal, 19, 2235-2248.
Zhang, Y., Tan, J., Guo, Z., Lu, S., He, S., Shu, W. et al. (2009) Increased abscisic acid levels in transgenic tobacco over-expressing 9 cis-epoxycarotenoid dioxygenase influence H2O2 and NO production and antioxidant defences. Plant, Cell & Environment, 32, 509-519.
Zhong, R., Kays, S.J., Schroeder, B.P. & Ye, Z.-H. (2002) Mutation of a chitinase-like gene causes ectopic deposition of lignin, aberrant cell shapes, and overproduction of ethylene. The Plant Cell, 14, 165-179.
Zhou, X. & Stephens, M. (2014) Efficient multivariate linear mixed model algorithms for genome-wide association studies. Nature Methods, 11, 407-409.
Zhou, Z., Jiang, Y., Wang, Z., Gou, Z., Lyu, J., Li, W. et al. (2015) Resequencing 302 wild and cultivated accessions identifies genes related to domestication and improvement in soybean. Nature Biotechnology, 33, 408-414.
Zhou, Z., Jiang, Y., Wang, Z., Gou, Z., Lyu, J., Li, W. et al. (2016) Erratum: resequencing 302 wild and cultivated accessions identifies genes related to domestication and improvement in soybean. Nature Biotechnology, 34, 441.
Zhu, J.K. (2016) Abiotic stress signaling and responses in plants. Cell, 167, 313-324.

Auteurs

Zemao Yang (Z)

Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, 410205, China.

Shilin Tian (S)

Novogene Bioinformatics Institute, Beijing, 100015, China.
Department of Ecology, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan, 430072, China.

Xiangkong Li (X)

Novogene Bioinformatics Institute, Beijing, 100015, China.

Zhigang Dai (Z)

Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, 410205, China.

An Yan (A)

Natural Sciences and Science Education, National Institute of Education, Nanyang Technological University, 637616, Singapore.
Department of Biological Sciences, National University of Singapore, 14 Science Drive 4, 117543, Singapore.

Zhong Chen (Z)

Natural Sciences and Science Education, National Institute of Education, Nanyang Technological University, 637616, Singapore.

Jiquan Chen (J)

Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, 410205, China.

Qing Tang (Q)

Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, 410205, China.

Chaohua Cheng (C)

Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, 410205, China.

Ying Xu (Y)

Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, 410205, China.

Canhui Deng (C)

Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, 410205, China.

Chan Liu (C)

Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, 410205, China.

Ling Kang (L)

Novogene Bioinformatics Institute, Beijing, 100015, China.

Dongwei Xie (D)

Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, 410205, China.

Jian Zhao (J)

Novogene Bioinformatics Institute, Beijing, 100015, China.

Xiaojun Chen (X)

Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, 410205, China.

Xiaoyu Zhang (X)

Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, 410205, China.

Yupeng Wu (Y)

Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, 410205, China.

Alei Li (A)

Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, 410205, China.

Jianguang Su (J)

Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, 410205, China.

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