scholarly journals Integrative analyses of targeted metabolome and transcriptome of Isatidis Radix autotetraploids highlighted key polyploidization-responsive regulators

BMC Genomics ◽  
2021 ◽  
Vol 22 (1) ◽  
Author(s):  
Zixuan Zhang ◽  
Mingpu Tan ◽  
Yingying Zhang ◽  
Yue Jia ◽  
Shuxian Zhu ◽  
...  
Keyword(s):  
Plant Hormone ◽  
Phenylpropanoid Pathway ◽  
Phenotypic Traits ◽  
Isatis Indigotica ◽  
Pathway Network ◽  
Integrative Analyses ◽  
Phenylpropanoid Biosynthesis ◽  
Medicinal Properties ◽  
Highly Correlated ◽  
Metabolomic Study

Abstract Background Isatidis Radix, the root of Isatis indigotica Fort. (Chinese woad) can produce a variety of efficacious compound with medicinal properties. The tetraploid I. indigotica plants exhibit superior phenotypic traits, such as greater yield, higher bioactive compounds accumulation and enhanced stress tolerance. In this study, a comparative transcriptomic and metabolomic study on Isatidis Radix autotetraploid and its progenitor was performed. Results Through the targeted metabolic profiling, 283 metabolites were identified in Isatidis Radix, and 70 polyploidization-altered metabolites were obtained. Moreover, the production of lignans was significantly increased post polyploidization, which implied that polyploidization-modulated changes in lignan biosynthesis. Regarding the transcriptomic shift, 2065 differentially expressed genes (DEGs) were identified as being polyploidy-responsive genes, and the polyploidization-altered DEGs were enriched in phenylpropanoid biosynthesis and plant hormone signal transduction. The further integrative analysis of polyploidy-responsive metabolome and transcriptome showed that 1584 DEGs were highly correlated with the 70 polyploidization-altered metabolites, and the transcriptional factors TFs-lignans network highlighted 10 polyploidy-altered TFs and 17 fluctuated phenylpropanoid pathway compounds. Conclusions These results collectively indicated that polyploidization contributed to the high content of active compounds in autotetraploid roots, and the gene–lignan pathway network analysis highlighted polyploidy–responsive key functional genes and regulators.

scholarly journals Transcriptome-Based Analysis of Phosphite-Induced Resistance against Pathogens in Rice

Plants ◽  
2020 ◽  
Vol 9 (10) ◽  
pp. 1334
Author(s):  
Yuqing Huang ◽  
Shengguan Cai ◽  
Guoping Zhang ◽  
Songlin Ruan
Keyword(s):  
Signal Transduction ◽  
Molecular Mechanism ◽  
Differentially Expressed Genes ◽  
Induced Resistance ◽  
Plant Hormone ◽  
Xanthomonas Oryzae ◽  
Pyricularia Grisea ◽  
Protection Effect ◽  
Phenylpropanoid Biosynthesis ◽  
Xanthomonas Oryzae Pv.Oryzae

Phosphite (PHI) has been used in the management of Phytophthora diseases since the 1970s.We assessed the effect of PHI on controlling the incidence of Xanthomonas oryzae pv.oryzae and Pyricularia grisea. As a result, PHI application significantly inhibited the incidence of the diseases. To clarify the molecular mechanism underlying this, a transcriptome study was employed. In total, 2064 differentially expressed genes (DEGs) were identified between control and PHI treatment. The key DEGs could be classified into phenylpropanoid biosynthesis (ko00940), starch and sucrose metabolism (ko00500), and plant hormone signal transduction (ko04075). The expressions of defense-related genes had a higher expression lever upon PHI treatment. This study provides new insights into the mechanism of protection effect of PHI against pathogens.

scholarly journals Pericarp Pigmentation Correlates with Hormones and Intensifies with Continuation of Bud Sport Generations from ‘Red Delicious’

2018 ◽  
Author(s):  
Wen-Fang Li ◽  
Juan Mao ◽  
Shi-Jin Yang ◽  
Zhi-Gang Guo ◽  
Zong-Huan Ma ◽  
...  
Keyword(s):  
Molecular Level ◽  
Anthocyanin Synthesis ◽  
Anthocyanin Content ◽  
Biosynthesis Pathway ◽  
Anthocyanin Accumulation ◽  
Structural Genes ◽  
Bud Sport ◽  
Phenylpropanoid Biosynthesis ◽  
Highly Correlated ◽  
Flavonoid Biosynthesis Pathway

ABSTRACTBud sport mutants of apple (Malus domestica Borkh.) trees with a highly blushed colouring pattern are mainly caused by the accumulation of anthocyanins in the pericarp. Hormones are important factors modulating anthocyanin accumulation. However, a good understanding of the interplay between hormones and anthocyanin synthesis in apples, especially in mutants at the molecular level, remains elusive. Here, physiological and comparative transcriptome approaches were used to reveal the molecular basis of pericarp pigmentation in ‘Red Delicious’ and its mutants, including ‘Starking Red’, ‘Starkrimson’, ‘Campbell Redchief’ and ‘Vallee spur’, which were designated G0 to G4, respectively. Pericarp pigmentation gradually proliferated from G0 to G4. The anthocyanin content was higher in the mutants than in ‘Red Delicious’. The activation of early phenylpropanoid biosynthesis genes, including ASP3, PAL, 4CL, PER, CHS, CYP98A and F3’H, was responsible for anthocyanin accumulation in mutants. In addition, IAA and ABA had a positive regulatory effect on the synthesis of anthocyanins, while GA had the reverse effect. The down-regulation of AACT1, HMGS, HMGR, MVK, MVD2, IDI1 and FPPS2 involved in terpenoid biosynthesis influences anthocyanin accumulation by positively regulating transcripts of AUX1 and SAUR that contribute to the synthesis of IAA, GID2 to GA, PP2C and SnRK2 to ABA. Furthermore, MYB and bHLH members, which are highly correlated (r=0.882–0.980) with anthocyanin content, modulated anthocyanin accumulation by regulating the transcription of structural genes, including CHS and F3’H, involved in the flavonoid biosynthesis pathway.

scholarly journals iTRAQ-based comparative proteomic analysis of differences in the protein profiles of stems and leaves from two alfalfa genotypes

2020 ◽  
Author(s):  
Hao Sun ◽  
Jie Yu ◽  
Fan Zhang ◽  
Junmei Kang ◽  
Mingna Li ◽  
...  
Keyword(s):  
Leaf Development ◽  
Proteomic Analysis ◽  
Regulatory Networks ◽  
Carbon Fixation ◽  
Chlorophyll Biosynthesis ◽  
Chlorophyll Synthesis ◽  
Phenylpropanoid Pathway ◽  
Chlorophyll Metabolism ◽  
Phenylpropanoid Biosynthesis ◽  
Proteomic Study

Abstract Background: To explore the molecular regulatory mechanisms of early stem and leaf development, proteomic analysis was performed on leaves and stems of F genotype alfalfa, with thin stems and small leaves, and M genotype alfalfa, with thick stems and large leaves.Results: Based on fold-change thresholds of >1.20 or <0.83 (p<0.05), a large number of proteins were identified as being differentially enriched between the M and F genotypes: 249 downregulated and 139 upregulated in stems and 164 downregulated and 134 upregulated in leaves. The differentially enriched proteins in stems were mainly involved in amino acid biosynthesis, phenylpropanoid biosynthesis, carbon fixation, and phenylalanine metabolism. The differentially enriched proteins in leaves were mainly involved in porphyrin and chlorophyll metabolism, phenylpropanoid biosynthesis, starch and sucrose metabolism, and carbon fixation in photosynthetic organisms. Six differentially enriched proteins were mapped onto the porphyrin and chlorophyll metabolism pathway in leaves of the M genotype, including five upregulated proteins involved in chlorophyll biosynthesis and one downregulated protein involved in chlorophyll degradation. Eleven differentially enriched proteins were mapped onto the phenylpropanoid pathway in stems of the M genotype, including two upregulated proteins and nine downregulated proteins. Conclusion: Enhanced chlorophyll synthesis and decreased lignin synthesis provided a reasonable explanation for the larger leaves and lower levels of stem lignification in M genotype alfalfa. This proteomic study aimed to classify the functions of differentially enriched proteins and to provide information on the molecular regulatory networks involved in stem and leaf development.

scholarly journals Spatio-temporal control of phenylpropanoid biosynthesis by inducible complementation of a cinnamate 4-hydroxylase mutant

2020 ◽  
Author(s):  
Jeong Im Kim ◽  
Christopher Hidalgo-Shrestha ◽  
Nicholas D. Bonawitz ◽  
Rochus B. Franke ◽  
Clint Chapple
Keyword(s):  
Phenylpropanoid Pathway ◽  
Wild Type ◽  
Developmental Abnormalities ◽  
Casparian Strip ◽  
Phenylpropanoid Biosynthesis ◽  
Phenolic Esters ◽  
Spatio Temporal ◽  
The Impact ◽  
Developmental Window

ABSTRACTCinnamate 4-hydroxylase (C4H) is a cytochrome P450-dependent monooxygenase that catalyzes the second step of the general phenylpropanoid pathway. Arabidopsis reduced epidermal fluorescence 3 (ref3) mutants, which carry hypomorphic mutations in C4H, exhibit global alterations in phenylpropanoid biosynthesis and have developmental abnormalities including dwarfing. Here we report the characterization of a conditional Arabidopsis C4H line (ref3-2pOpC4H), in which wild-type C4H is expressed in the ref3-2 background. Expression of C4H in plants with well-developed primary inflorescence stems resulted in restoration of fertility and the production of substantial amounts of lignin, revealing that the developmental window for lignification is remarkably plastic. Following induction of C4H expression in ref3-2pOpC4H, we observed rapid and significant reductions in the levels of numerous metabolites, including several benzoyl and cinnamoyl esters and amino acid conjugates. These atypical conjugates were quickly replaced with their sinapoylated equivalents, suggesting that phenolic esters are subjected to substantial amounts of turnover in wild-type plants. Furthermore, using localized application of dexamethasone to ref3-2pOpC4H, we show that phenylpropanoids are not transported appreciably from their site of synthesis. Finally, we identified a defective Casparian strip diffusion barrier in the ref3-2 mutant root endodermis, which is restored by induction of C4H expression.HighlightThe work presented this paper provides evidence of metabolite turnover, plasticity of the developmental window for lignification, and the impact of reduced and restored cinnamate-4-hydroxylase (C4H) expression on the Casparian strip.

scholarly journals iTRAQ-based comparative proteomic analysis of differences in the protein profiles of stems and leaves from two alfalfa genotypes

2020 ◽  
Vol 20 (1) ◽  
Author(s):  
Hao Sun ◽  
Jie Yu ◽  
Fan Zhang ◽  
Junmei Kang ◽  
Mingna Li ◽  
...  
Keyword(s):  
Leaf Development ◽  
Proteomic Analysis ◽  
Regulatory Networks ◽  
Carbon Fixation ◽  
Chlorophyll Biosynthesis ◽  
Chlorophyll Synthesis ◽  
Phenylpropanoid Pathway ◽  
Chlorophyll Metabolism ◽  
Phenylpropanoid Biosynthesis ◽  
Proteomic Study

Abstract Background To explore the molecular regulatory mechanisms of early stem and leaf development, proteomic analysis was performed on leaves and stems of F genotype alfalfa, with thin stems and small leaves, and M genotype alfalfa, with thick stems and large leaves. Results Based on fold-change thresholds of > 1.20 or < 0.83 (p < 0.05), a large number of proteins were identified as being differentially enriched between the M and F genotypes: 249 downregulated and 139 upregulated in stems and 164 downregulated and 134 upregulated in leaves. The differentially enriched proteins in stems were mainly involved in amino acid biosynthesis, phenylpropanoid biosynthesis, carbon fixation, and phenylalanine metabolism. The differentially enriched proteins in leaves were mainly involved in porphyrin and chlorophyll metabolism, phenylpropanoid biosynthesis, starch and sucrose metabolism, and carbon fixation in photosynthetic organisms. Six differentially enriched proteins were mapped onto the porphyrin and chlorophyll metabolism pathway in leaves of the M genotype, including five upregulated proteins involved in chlorophyll biosynthesis and one downregulated protein involved in chlorophyll degradation. Eleven differentially enriched proteins were mapped onto the phenylpropanoid pathway in stems of the M genotype, including two upregulated proteins and nine downregulated proteins. Conclusion Enhanced chlorophyll synthesis and decreased lignin synthesis provided a reasonable explanation for the larger leaves and lower levels of stem lignification in M genotype alfalfa. This proteomic study aimed to classify the functions of differentially enriched proteins and to provide information on the molecular regulatory networks involved in stem and leaf development.

scholarly journals Key Cannabis Salt-Responsive Genes and Pathways Revealed by Comparative Transcriptome and Physiological Analyses of Contrasting Varieties

Agronomy ◽  
2021 ◽  
Vol 11 (11) ◽  
pp. 2338
Author(s):  
Jiangjiang Zhang ◽  
Cuiping Zhang ◽  
Siqi Huang ◽  
Li Chang ◽  
Jianjun Li ◽  
...  
Keyword(s):  
Signal Transduction ◽  
Salt Stress ◽  
Plant Hormone ◽  
Signal Transduction Pathway ◽  
Mapk Signaling ◽  
Molecular Networks ◽  
Molecular Response ◽  
Rna Seq ◽  
Physiological Diversity ◽  
Phenylpropanoid Biosynthesis

For the dissection and identification of the molecular response mechanisms to salt stress in cannabis, an experiment was conducted surveying the diversity of physiological characteristics. RNA-seq profiling was carried out to identify differential expression genes and pathway which respond to salt stress in different cannabis materials. The result of physiological diversity analyses showed that it is more sensitive to proline contents in K94 than in W20; 6 h was needed to reach the maximum in K94, compared to 12 h in W20. For profiling 0–72 h after treatment, a total of 10,149 differentially expressed genes were identified, and 249 genes exhibited significantly diverse expression levels in K94, which were clustered in plant hormone signal transduction and the MAPK signaling pathway. A total of 371 genes showed significant diversity expression variations in W20, which were clustered in the phenylpropanoid biosynthesis and plant hormone signal transduction pathway. The pathway enrichment by genes which were identified in K94 and W20 showed a similar trend to those clustered in plant hormone signal transduction pathways and MAPK signaling. Otherwise, there were 85 genes which identified overlaps between the two materials, indicating that these may be underlying genes related to salt stress in cannabis. The 86.67% agreement of the RNA-seq and qRT-PCR indicated the accuracy and reliability of the RNA-seq technique. Additionally, the result of physiological diversity was consistent with the predicted RNA-seq-based findings. This research may offer new insights into the molecular networks mediating cannabis to respond to salt stress.

scholarly journals iTRAQ-based comparative proteomic analysis of differences in the protein profiles of stems and leaves from two alfalfa genotypes

2020 ◽  
Author(s):  
Hao Sun ◽  
Jie Yu ◽  
Fan Zhang ◽  
Junmei Kang ◽  
Mingna Li ◽  
...  
Keyword(s):  
Leaf Development ◽  
Proteomic Analysis ◽  
Regulatory Networks ◽  
Carbon Fixation ◽  
Chlorophyll Biosynthesis ◽  
Phenylpropanoid Pathway ◽  
Differentially Expressed ◽  
Differentially Expressed Proteins ◽  
Chlorophyll Metabolism ◽  
Phenylpropanoid Biosynthesis

Abstract Background: To explore the molecular regulatory mechanisms of early stem and leaf development, proteomic analysis was performed on leaves and stems of F genotype alfalfa, with thin stems and small leaves, and M genotype alfalfa, with thick stems and large leaves. Results: Based on fold-change thresholds of >1.20 or <0.83 ( p <0.05), a large number of proteins were identified as being differentially enriched between the M and F genotypes: 249 downregulated and 139 upregulated in stems and 164 downregulated and 134 upregulated in leaves. The differentially expressed proteins in stems were mainly involved in amino acid biosynthesis, phenylpropanoid biosynthesis, carbon fixation, and phenylalanine metabolism. The differentially expressed proteins in leaves were mainly involved in porphyrin and chlorophyll metabolism, phenylpropanoid biosynthesis, starch and sucrose metabolism, and carbon fixation in photosynthetic organisms. Six differentially enriched proteins were mapped onto the porphyrin and chlorophyll metabolism pathway in leaves of the M genotype, including five upregulated proteins involved in chlorophyll biosynthesis and one downregulated protein involved in chlorophyll degradation. Eleven differentially enriched proteins were mapped onto the phenylpropanoid pathway in stems of the M genotype, including two upregulated proteins and nine downregulated proteins. Conclusion: Enhanced chlorophyll synthesis and decreased lignin synthesis provided a reasonable explanation for the larger leaves and lower levels of stem lignification in M genotype alfalfa. This proteomic study aimed to classify the functions of differentially enriched proteins and to provide information on the molecular regulatory networks involved in stem and leaf development.

scholarly journals Transcriptome Sequencing and Metabolome Analysis Reveal Genes Involved in Pigmentation of Green-Colored Cotton Fibers

2019 ◽  
Vol 20 (19) ◽  
pp. 4838 ◽  
Author(s):  
Shichao Sun ◽  
Xian-peng Xiong ◽  
Qianhao Zhu ◽  
Yan-jun Li ◽  
Jie Sun
Keyword(s):  
Phenylpropanoid Pathway ◽  
Raw Material ◽  
Isogenic Line ◽  
Metabolome Analysis ◽  
Phenylpropanoid Biosynthesis ◽  
Colored Cotton ◽  
Gene Modules ◽  
Naturally Colored Cotton ◽  
Green Pigments ◽  
Blue Module

Green-colored fiber (GCF) is the unique raw material for naturally colored cotton textile but we know little about the pigmentation process in GCF. Here we compared transcriptomes and metabolomes of 12, 18 and 24 days post-anthesis (DPA) fibers from a green fiber cotton accession and its white-colored fiber (WCF) near-isogenic line. We found a total of 2047 non-redundant metabolites in GCF and WCF that were enriched in 80 pathways, including those of biosynthesis of phenylpropanoid, cutin, suberin, and wax. Most metabolites, particularly sinapaldehyde, of the phenylpropanoid pathway had a higher level in GCF than in WCF, consistent with the significant up-regulation of the genes responsible for biosynthesis of those metabolites. Weighted gene co-expression network analysis (WGCNA) of genes differentially expressed between GCF and WCF was used to uncover gene-modules co-expressed or associated with the accumulation of green pigments. Of the 16 gene-modules co-expressed with fiber color or time points, the blue module associated with G24 (i.e., GCF at 24 DPA) was of particular importance because a large proportion of its genes were significantly up-regulated at 24 DPA when fiber color was visually distinguishable between GCF and WCF. A total of 56 hub genes, including the two homoeologous Gh4CL4 that could act in green pigment biosynthesis, were identified among the genes of the blue module that are mainly involved in lipid metabolism, phenylpropanoid biosynthesis, RNA transcription, signaling, and transport. Our results provide novel insights into the mechanisms underlying pigmentation of green fibers and clues for developing cottons with stable green colored fibers.

scholarly journals Metabolome and transcriptome analysis reveals the molecular profiles underlying the ginseng response to rusty root symptoms

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Xingbo Bian ◽  
Yan Zhao ◽  
Shengyuan Xiao ◽  
He Yang ◽  
Yongzhong Han ◽  
...  
Keyword(s):  
Transcriptome Analysis ◽  
Molecular Mechanisms ◽  
Plant Hormone ◽  
Soil Microbiology ◽  
Mechanism Model ◽  
Expression Of Genes ◽  
Phenylpropanoid Biosynthesis ◽  
Plant Pathogen Interaction ◽  
Molecular Profiles

Abstract Background Ginseng rusty root symptoms (GRS) is one of the primary diseases of ginseng. This disease leads to a severe decline in the quality of ginseng. It has been shown that the occurrence of GRS is associated with soil environmental degradation, which may involve changes in soil microbiology and physicochemical properties. Results In this study, GRS and healthy ginseng (HG) samples were used as experimental materials for comparative analysis of transcriptome and metabolome. Compared with those in HG samples, 949 metabolites and 9451 genes were significantly changed at the metabolic and transcriptional levels in diseased samples. The diseased tissues’ metabolic patterns changed, and the accumulation of various organic acids, alkaloids, alcohols and phenols in diseased tissues increased significantly. There were significant differences in the expression of genes involved in plant hormone signal transduction, phenylpropanoid biosynthesis, the peroxidase pathway, and the plant-pathogen interaction pathway. Conclusion The current study involved a comparative metabolome and transcriptome analysis of GRS and HG samples. Based on the findings at the transcriptional and metabolic levels, a mechanism model of the ginseng response to GRS was established. Our results provide new insights into ginseng’s response to GRS, which will reveal the potential molecular mechanisms of this disease in ginseng.

Evolutionary relationships among life-history traits in Caninae (Mammalia: Carnivora)

2019 ◽  
Author(s):  
Lucas Marafina Vieira Porto ◽  
Renan Maestri ◽  
Leandro Da Silva Duarte
Keyword(s):  
Life History ◽  
Life History Traits ◽  
Phylogenetic Analyses ◽  
Evolutionary Relationships ◽  
Phenotypic Traits ◽  
Complete Understanding ◽  
Ecological Features ◽  
The Family ◽  
Highly Correlated ◽  
Solitary Species

Abstract Over the last few years, a debate about the relative roles of distinct factors on the evolution of lineages has gained prominence. The family Canidae is an excellent group for exploring this idea, owing to its rich fossil history. One of the most intriguing traits in canids is social organization, which varies from highly social to solitary species. However, we do not have a complete understanding of how sociality evolved in this clade. Here, we use a combination of phylogenetic analyses, ancestral character reconstructions and comparative methods on the only extant subfamily, Caninae, to understand how traits expressing ecological features evolved over the last 12.6 Myr. Our findings suggest that the evolution of low, medium and high sociality forms was abrupt and highly correlated with the evolution of hypo-, meso- and hypercarnivorous forms, respectively. In addition, our results suggest that the evolution of phenotypic traits in Caninae occurred through a sequential cause–effect relationship, where changes in habitat use and body size probably triggered changes in social behaviour, which in turn drove the evolution of diet.

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