Rejuvenation remodels transcriptional network to improve rhizogenesis in mature Juglans tree.

Adventitious rooting of walnut species (Juglans L.) is known to be rather difficult, especially for mature trees. The adventitious root formation (ARF) capacities of mature trees can be significantly improved by rejuvenation. However, the underlying gene regulatory networks (GRNs) of rejuvenation remain largely unknown. To characterize such regulatory networks, we carried out the transcriptomic study using RNA samples of the cambia and peripheral tissues on the bottom of rejuvenated and mature walnut (J. hindsii × regia) cuttings during the ARF. The RNA sequencing data suggested that zeatin biosynthesis, energy metabolism and substance metabolism were activated by rejuvenation, whereas photosynthesis, fatty acid biosynthesis and the synthesis pathways for secondary metabolites were inhibited. The inter- and intra-module GRNs were constructed using differentially expressed genes (DEGs). We identified thirty five hub genes involved in five modules associated with ARF. Among these hub genes, particularly, beta-glucosidase-like (BGLs) family members involved in auxin metabolism were overexpressed at the early stage of the ARF. Furthermore, BGL12 from the cuttings of Juglans was overexpressed in Populus alba × P. glandulosa. Accelerated ARF and increased number of ARs were observed in the transgenic poplars. These results provide a high-resolution atlas of gene activity during ARF and help to uncover the regulatory modules associated with the ARF promoted by rejuvenation.

[1]  Dechao Bu,et al.  A high‐quality walnut genome assembly reveals extensive gene expression divergences after whole‐genome duplication , 2020, Plant biotechnology journal.

[2]  Qixiang Zhang,et al.  Genome-Wide Identification of WOX Gene Family and Expression Analysis during Rejuvenational Rhizogenesis in Walnut (Juglans regia L.) , 2019, Forests.

[3]  Christopher H. Griffin,et al.  A Drive to Driven Model of Mapping Intraspecific Interaction Networks , 2019, iScience.

[4]  R. Wu,et al.  Functional mapping of N deficiency‐induced response in wheat yield‐component traits by implementing high‐throughput phenotyping , 2019, The Plant journal : for cell and molecular biology.

[5]  Xuemin Wang,et al.  Emerging Roles of Sphingolipid Signaling in Plant Response to Biotic and Abiotic Stresses. , 2018, Molecular plant.

[6]  Jaswinder Singh,et al.  Genome-wide analysis of the SPL/miR156 module and its interaction with the AP2/miR172 unit in barley , 2018, Scientific Reports.

[7]  D. Pei,et al.  A novel rejuvenation approach to induce endohormones and improve rhizogenesis in mature Juglans tree , 2018, Plant Methods.

[8]  L. Strader,et al.  Roles for IBA-derived auxin in plant development. , 2018, Journal of experimental botany.

[9]  Chunguang Du,et al.  Highly interwoven communities of a gene regulatory network unveil topologically important genes for maize seed development , 2017, The Plant journal : for cell and molecular biology.

[10]  Long Li,et al.  Genome-wide analysis and expression characteristics of small auxin-up RNA (SAUR) genes in moso bamboo (Phyllostachys edulis). , 2017, Genome.

[11]  M. Hajirezaei,et al.  Nitrogen remobilisation facilitates adventitious root formation on reversible dark-induced carbohydrate depletion in Petunia hybrida , 2016, BMC Plant Biology.

[12]  Jeffrey T Leek,et al.  Transcript-level expression analysis of RNA-seq experiments with HISAT, StringTie and Ballgown , 2016, Nature Protocols.

[13]  Jinhui Chen,et al.  Stem Cell Regulation by Arabidopsis WOX Genes. , 2016, Molecular plant.

[14]  Huizhong Wang,et al.  Involvement of endogenous salicylic acid in iron-deficiency responses in Arabidopsis. , 2016, Journal of experimental botany.

[15]  Yuxin Hu,et al.  Very-long-chain fatty acids restrict regeneration capacity by confining pericycle competence for callus formation in Arabidopsis , 2016, Proceedings of the National Academy of Sciences.

[16]  Hankuil Yi,et al.  GDSL esterase/lipase genes in Brassica rapa L.: genome-wide identification and expression analysis , 2016, Molecular Genetics and Genomics.

[17]  Dong Zhang,et al.  Transcription Profiles Reveal Sugar and Hormone Signaling Pathways Mediating Flower Induction in Apple (Malus domestica Borkh.). , 2015, Plant & cell physiology.

[18]  C. Sensen,et al.  Oxidation of Monolignols by Members of the Berberine Bridge Enzyme Family Suggests a Role in Plant Cell Wall Metabolism* , 2015, The Journal of Biological Chemistry.

[19]  Xiangfeng Wang,et al.  RNA Sequencing of Laser-Capture Microdissected Compartments of the Maize Kernel Identifies Regulatory Modules Associated with Endosperm Cell Differentiation[OPEN] , 2015, Plant Cell.

[20]  R. Ophir,et al.  Gene expression profiling in juvenile and mature cuttings of Eucalyptus grandis reveals the importance of microtubule remodeling during adventitious root formation , 2014, BMC Genomics.

[21]  Rongling Wu,et al.  A skellam model to identify differential patterns of gene expression induced by environmental signals , 2014, BMC Genomics.

[22]  Kathleen T DiNapoli,et al.  The anthocyanin reduced Tomato Mutant Demonstrates the Role of Flavonols in Tomato Lateral Root and Root Hair Development1[W][OPEN] , 2014, Plant Physiology.

[23]  Ana Conesa,et al.  Next maSigPro: updating maSigPro bioconductor package for RNA-seq time series , 2014, Bioinform..

[24]  Hulin Wu,et al.  Sparse Additive Ordinary Differential Equations for Dynamic Gene Regulatory Network Modeling , 2014, Journal of the American Statistical Association.

[25]  Björn Usadel,et al.  Trimmomatic: a flexible trimmer for Illumina sequence data , 2014, Bioinform..

[26]  S. Trueman,et al.  Maturation and related aspects in clonal forestry—part II: reinvigoration, rejuvenation and juvenility maintenance , 2014, New Forests.

[27]  G. Seifert,et al.  The Arabidopsis thaliana FASCICLIN LIKE ARABINOGALACTAN PROTEIN 4 gene acts synergistically with abscisic acid signalling to control root growth , 2014, Annals of botany.

[28]  Charity W. Law,et al.  voom: precision weights unlock linear model analysis tools for RNA-seq read counts , 2014, Genome Biology.

[29]  Jin-Ling Yuan,et al.  Correlation between DNA methylation and chronological age of Moso bamboo (Phyllostachys heterocycla var. pubescens) , 2014, Botanical Studies.

[30]  J. Forment,et al.  Identification of transcription factors potentially involved in the juvenile to adult phase transition in Citrus. , 2013, Annals of botany.

[31]  Ondřej Novák,et al.  Arabidopsis WAT1 is a vacuolar auxin transport facilitator required for auxin homoeostasis , 2013, Nature Communications.

[32]  Jungmook Kim,et al.  The AP2/EREBP gene PUCHI Co-Acts with LBD16/ASL18 and LBD18/ASL20 downstream of ARF7 and ARF19 to regulate lateral root development in Arabidopsis. , 2013, Plant & cell physiology.

[33]  J. Rose,et al.  The Formation and Function of Plant Cuticles1 , 2013, Plant Physiology.

[34]  C. Ruedell,et al.  When stress and development go hand in hand: main hormonal controls of adventitious rooting in cuttings , 2013, Front. Plant Sci..

[35]  N. Nagata,et al.  Synthesis of Very-Long-Chain Fatty Acids in the Epidermis Controls Plant Organ Growth by Restricting Cell Proliferation , 2013, PLoS biology.

[36]  Jia-Wei Wang,et al.  Sugar is an endogenous cue for juvenile-to-adult phase transition in plants , 2013, eLife.

[37]  Li Yang,et al.  Sugar promotes vegetative phase change in Arabidopsis thaliana by repressing the expression of MIR156A and MIR156C , 2013, eLife.

[38]  Marcel Proveniers Sugars speed up the circle of life , 2013, eLife.

[39]  B. Thomma,et al.  Arabidopsis wat1 (walls are thin1)-mediated resistance to the bacterial vascular pathogen, Ralstonia solanacearum, is accompanied by cross-regulation of salicylic acid and tryptophan metabolism. , 2013, The Plant journal : for cell and molecular biology.

[40]  A. Husen,et al.  Role of Anthraquinones as a Marker of Juvenility and Maturity in Response to Adventitious Rooting of Tectona grandis , 2012 .

[41]  Hao-jen Huang,et al.  DNA methylation and genome rearrangement characteristics of phase change in cultured shoots of Sequoia sempervirens. , 2012, Physiologia plantarum.

[42]  Zhenhai Han,et al.  Variations in leaf morphology and DNA methylation following in vitro culture of Malus xiaojinensis , 2012, Plant Cell, Tissue and Organ Culture (PCTOC).

[43]  B. Bartel,et al.  Transport and metabolism of the endogenous auxin precursor indole-3-butyric acid. , 2011, Molecular plant.

[44]  Y. Hsu,et al.  Proteomic profiling of proteins associated with the rejuvenation of Sequoia sempervirens (D. Don) Endl , 2010, Proteome Science.

[45]  H. Mo,et al.  Over-expression of F5H in COMT-deficient Arabidopsis leads to enrichment of an unusual lignin and disruption of pollen wall formation. , 2010, The Plant journal : for cell and molecular biology.

[46]  Mark D. Robinson,et al.  edgeR: a Bioconductor package for differential expression analysis of digital gene expression data , 2009, Bioinform..

[47]  Detlef Weigel,et al.  The Sequential Action of miR156 and miR172 Regulates Developmental Timing in Arabidopsis , 2009, Cell.

[48]  Limin Huang,et al.  The WUSCHEL-Related Homeobox Gene WOX11 Is Required to Activate Shoot-Borne Crown Root Development in Rice[C][W] , 2009, The Plant Cell Online.

[49]  O. K. Park,et al.  Arabidopsis GDSL lipase 2 plays a role in pathogen defense via negative regulation of auxin signaling. , 2009, Biochemical and biophysical research communications.

[50]  J. Jacquot,et al.  The role of glutathione in photosynthetic organisms: emerging functions for glutaredoxins and glutathionylation. , 2008, Annual review of plant biology.

[51]  Yusuf A. Hannun,et al.  Principles of bioactive lipid signalling: lessons from sphingolipids , 2008, Nature Reviews Molecular Cell Biology.

[52]  M. Hendriks,et al.  The sucrose regulated transcription factor bZIP11 affects amino acid metabolism by regulating the expression of ASPARAGINE SYNTHETASE1 and PROLINE DEHYDROGENASE2. , 2007, The Plant journal : for cell and molecular biology.

[53]  Sung-Kun Kim,et al.  Functional, structural, and spectroscopic characterization of a glutathione-ligated [2Fe–2S] cluster in poplar glutaredoxin C1 , 2007, Proceedings of the National Academy of Sciences.

[54]  Gang Wu,et al.  Temporal regulation of shoot development in Arabidopsis thaliana by miR156 and its target SPL3 , 2006, Development.

[55]  L. Sieburth,et al.  SCARFACE Encodes an ARF-GAP That Is Required for Normal Auxin Efflux and Vein Patterning in Arabidopsis[W] , 2006, The Plant Cell Online.

[56]  A. Santner,et al.  The WAG1 and WAG2 protein kinases negatively regulate root waving in Arabidopsis. , 2006, The Plant journal : for cell and molecular biology.

[57]  Jia Li,et al.  Arabidopsis BRS1 Is a Secreted and Active Serine Carboxypeptidase* , 2005, Journal of Biological Chemistry.

[58]  Il Seok Oh,et al.  Secretome Analysis Reveals an Arabidopsis Lipase Involved in Defense against Alternaria brassicicolaw⃞ , 2005, The Plant Cell Online.

[59]  Lixi Jiang,et al.  Overexpression of TAPETUM DETERMINANT1 Alters the Cell Fates in the Arabidopsis Carpel and Tapetum via Genetic Interaction with EXCESS MICROSPOROCYTES1/EXTRA SPOROGENOUS CELLS1 , 2005, Plant Physiology.

[60]  W. Frommer,et al.  Molecular and Functional Characterization of a Family of Amino Acid Transporters from Arabidopsis1 , 2004, Plant Physiology.

[61]  Zhiwei Xu,et al.  Functional genomic analysis of Arabidopsis thaliana glycoside hydrolase family 1 , 2004, Plant Molecular Biology.

[62]  L. Jouanin,et al.  Expression of antisense chalcone synthase RNA in transgenic hybrid walnut microcuttings. Effect on flavonoid content and rooting ability , 1998, Plant Molecular Biology.

[63]  Hao-jen Huang,et al.  Association of mitochondrial plasmids with rejuvenation of the coastal redwood, Sequoia sempervirens (D. Don) Endl. , 2003 .

[64]  M. Smulders,et al.  Cloning and characterization of four apple MADS box genes isolated from vegetative tissue. , 2002, Journal of experimental botany.

[65]  G. Hagen,et al.  Auxin Response Factors , 2001, Journal of Plant Growth Regulation.

[66]  M. Reichelt,et al.  Gene Duplication in the Diversification of Secondary Metabolism: Tandem 2-Oxoglutarate–Dependent Dioxygenases Control Glucosinolate Biosynthesis in Arabidopsis , 2001, Plant Cell.

[67]  B. D. Kohorn,et al.  Wall-Associated Kinases Are Expressed throughout Plant Development and Are Required for Cell Expansion , 2001, Plant Cell.

[68]  Hao-jen Huang,et al.  Rejuvenation of Sequoia sempervirens in Vitro: Changes in Isoesterases and Isoperoxidases , 1996 .

[69]  F. Skoog,et al.  A revised medium for rapid growth and bio assays with tobacco tissue cultures , 1962 .