Wenyu Liang’s research while affiliated with Ningxia University and other places

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Publications (23)


Integrative metabolome and transcriptome analyses reveal the differences in flavonoid and terpenoid synthesis between Glycyrrhiza uralensis (licorice) leaves and roots
  • Article

November 2023

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25 Reads

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3 Citations

Food Science and Biotechnology

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Wenyu Liang

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Shijie Wu

Licorice from Glycyrrhiza uralensis roots is used in foods and medicines. Although we are aware that licorice roots and leaves have distinct material compositions, the specific reasons for these differences remain unknown. Comparison of the metabolomes and transcriptomes between the leaves and roots revealed flavonoids and triterpenoid saponins were significantly different. Isoflavones were enriched in roots because of upregulation of genes encoding chalcone isomerase and flavone synthase, which are involved in isoflavone synthesis. Six triterpenoid saponins were significantly enriched only in the roots. The leaves did not accumulate glycyrrhetinic acid because of low expression levels of genes involved in its synthesis. A gene encoding a UDP glycosyltransferase, which likely catalyzes the key step in the transformation of glycyrrhetinic acid to glycyrrhizin, was screened. Our results provide information about the differences in flavonoid and triterpenoid synthesis between roots and leaves, and highlight targets for genetic engineering.


Genes involved in drought resistance in Prunus mongolica genome
Chromosome-level genome assembly of an endangered plant Prunus mongolica using PacBio and Hi-C technologies
  • Article
  • Full-text available

May 2023

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77 Reads

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6 Citations

DNA Research

Prunus mongolica is an ecologically and economically important xerophytic tree native to Northwest China. Here, we report a high-quality, chromosome-level P. mongolica genome assembly integrating PacBio high-fidelity sequencing and Hi-C technology. The assembled genome was 233.17 Mb in size, with 98.89% assigned to eight pseudochromosomes. The genome had contig and scaffold N50s of 24.33 Mb and 26.54 Mb, respectively, a BUSCO completeness score of 98.76%, and CEGMA indicated that 98.47% of the assembled genome was reliably annotated. The genome contained a total of 88.54 Mb (37.97%) of repetitive sequences and 23,798 protein-coding genes. We found that P. mongolica experienced two whole-genome duplications, with the most recent event occurring ~3.57 million years ago. Phylogenetic and chromosome syntenic analyses revealed that P. mongolica was closely related to P. persica and P. dulcis. Furthermore, we identified a number of candidate genes involved in drought tolerance and fatty acid biosynthesis. These candidate genes are likely to prove useful in studies of drought tolerance and fatty acid biosynthesis in P. mongolica, and will provide important genetic resources for molecular breeding and improvement experiments in Prunus species. This high-quality reference genome will also accelerate the study of the adaptation of xerophytic plants to drought.

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Figure 1. Global identification of Kmal in N. flagelliforme under drought stress. (A) Identification of Kmal in N. flagelliforme during drought stress. SDS-PAGE of proteins isolated from different samples and stained with Coomassie blue. Western blot analysis was performed using a pan anti-malonyllysine antibody. Each channel was loaded with the same amount of protein. The number on the right shows the protein size in kDa. MA, MB, MC, and MD are samples with water loss rates of 0%, 30%, 75%, and 100%, respectively. (B) Flowchart for Kmal identification in N. flagelliforme. (C) Number of malonylated proteins and sites in N. flagelliforme.
Figure 7. Influence of drought stress on metabolite contents and key enzyme activities of N. flagelliforme. (A) acetyl-CoA carboxylase (ACC), (B) ATP synthase (ATPase), and (C) isocitrate dehydrogenase (IDH) activity; (D) fructose-1,6-diphosphate (FDP), (E) acetyl-CoA, (F) fumaric acid (FUA), (G) glutathione (GSH), (H) glutathione disulfide (GSSG), and (I) superoxide anion (O2 −• ) content; (J) free radical scavenging rate; (K) free fatty acids (FFA), and (L) glutamic acid content. The values are shown as mean ± standard error of three replicates and different letters represent significantly different values (p < 0.05).
Figure 8. Working scheme of Kmal events involved in carbon metabolism, photosynthesis, and ROS scavenging in N. flagelliforme during drought stress. (A) Illustrations of malonylated proteins involved in the photosynthesis process. (B) Overview of the impact of the Kmal process on carbon metabolism and antioxidant pathways of N. flagelliforme. The identified malonylated proteins are marked in orange. The small squares arranged from left to right indicate the changes in the level of malonylation modification in MB, MC, and MD groups compared with the control group. White indicates no significant difference, pink indicates up-regulation, and blue indicates down-regulation. Solid arrows represent a direct process and dashed arrows represent indirect processes.
Figure 9. Probable regulation mechanism of Kmal modification in N. flagelliforme under drought stress.
Quantitative statistical result of malonylated peptides in N. flagelliforme.
The Enzyme Lysine Malonylation of Calvin Cycle and Gluconeogenesis Regulated Glycometabolism in Nostoc flagelliforme to Adapt to Drought Stress

May 2023

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25 Reads

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1 Citation

Lysine malonylation (Kmal) is an evolutionarily conserved post-translational modification (PTM) that has been demonstrated to be involved in cellular and organismal metabolism. However, the role that Kmal plays in response to drought stress of the terrestrial cyanobacteria N. flagelliforme is still unknown. In this study, we performed the first proteomic analysis of Kmal in N. flagelliforme under different drought stresses using LC-MS/MS. In total, 421 malonylated lysine residues were found in 236 different proteins. GO and KEGG enrichment analysis indicated that these malonylated proteins were highly enriched in several metabolic pathways, including carbon metabolism and photosynthesis. Decreased malonylation levels were found to hinder the reception and transmission of light energy and CO2 fixation, which led to a decrease in photosynthetic activity. Kmal was also shown to inhibit the flux of the TCA cycle and activate the gluconeogenesis pathway in response to drought stress. Furthermore, malonylated antioxidant enzymes and antioxidants were synergistically involved in reactive oxygen species (ROS) scavenging. Malonylation was involved in lipid degradation and amino acid biosynthesis as part of drought stress adaptation. This work represents the first comprehensive investigation of the role of malonylation in dehydrated N. flagelliforme, providing an important resource for understanding the drought tolerance mechanism of this organism.


Figure 4. Changes of glycerolipid contents in N. flagelliforme under drought stress. LA, LB, LC, and LD represent samples with 0%, 30%, 75%, and 100% water loss, respectively. Values were presented as the means ± SE of eight independent biological samples. According to Student's t-test (* p < 0.05), asterisks above the bars indicate significant differences between the treatment groups (LB, LC, and LD) and the control group (LA).
Figure 9. Physiological response of N. flagelliforme to persistent drought stress. Subfigures (A-I) show the activity of enzymes related to lipid metabolism in N. flagelliforme under drought stress. In addition, subfigures (J,K) represent net photosynthesis and photosystem II fluorescence parameters of N. flagelliforme during drought stress, respectively. Subfigure (L) displays the MDA content in N. flagelliforme during drought stress. LA, LB, LC, and LD represent samples with 0%, 30%, 75%, and
Effect of Drought Stress on Degradation and Remodeling of Membrane Lipids in Nostoc flagelliforme

June 2022

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71 Reads

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10 Citations

Nostoc flagelliforme is a kind of terrestrial edible cyanobacteria with important ecological and economic value which has developed special mechanisms to adapt to drought conditions. However, the specific mechanism of lipidome changes in drought tolerance of N. flagelliforme has not been well understood. In this study, the ultra-high-performance liquid chromatography and mass spectrometry were employed to analyze the lipidome changes of N. flagelliforme under dehydration. A total of 853 lipid molecules were identified, of which 171 were significantly different from that of the control group. The digalactosyldiacylglycerol/monogalactosyldiacylglycerol (DGDG/MGDG) ratio was increased. The amount of wax ester (WE) was sharply decreased during drought stress, while Co (Q10) was accumulated. The levels of odd chain fatty acids (OCFAs) were increased under dehydration, positively responding to drought stress according to the energy metabolism state. In conclusion, the lipidomic data corroborated that oxidation, degradation, and biosynthesis of membrane lipids took place during lipid metabolism, which can respond to drought stress through the transformation of energy and substances. Besides, we constructed a lipid metabolic model demonstrating the regulatory mechanism of drought stress in N. flagelliforme. The present study provides insight into the defense strategies of cyanobacteria in lipid metabolic pathways.


Proteome profiling reveals changes in energy metabolism, transport and antioxidation during drought stress in Nostoc flagelliforme

April 2022

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65 Reads

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10 Citations

BMC Plant Biology

Background Drought is an important abiotic stress that constrains the growth of many species. Despite extensive study in model organisms, the underlying mechanisms of drought tolerance in Nostoc flagelliforme remain elusive. Results We characterized the drought adaptation of N. flagelliforme by a combination of proteomics and qRT-PCR. A total of 351 differentially expressed proteins involved in drought stress adaptation were identified. It was found that the expression of several nutrient influx transporters was increased, including molybdate ABC transporter substrate binding protein (modA), sulfate ABC transporter substrate-binding protein (sbp) and nitrate ABC transporter (ntrB), while that of efflux transporters for toxic substances was also increased, including arsenic transporting ATPase (ArsA), potassium transporter (TrkA) and iron ABC transporter substrate-binding protein (VacB). Additionally, photosynthetic components were reduced while sugars built up during drought stress. Non-enzymatic antioxidants, orange carotenoid protein (OCP) homologs, cytochrome P450 (CYP450), proline (Pro) and ascorbic acid (AsA) were all altered during drought stress and may play important roles in scavenging reactive oxygen species (ROS). Conclusion In this study, N. flagelliforme may regulates its adaptation to drought stress through the changes of protein expression in photosynthesis, energy metabolism, transport, protein synthesis and degradation and antioxidation. Highlights • A total of 351 DEPs involved in adaptation to drought stress were identified. • Changes in the expression of six OCP homologs were found in response to drought stress. • Differential expression of transporters played an important role in drought stress adaptation. • Most PSII proteins were downregulated, while PSI proteins were unchanged in response to drought stress. • Sugar metabolism was upregulated in response to drought stress.



Lycium barbarum L. (goji berry) monocropping causes microbial diversity loss and induces Fusarium spp. enrichment at distinct soil layers

December 2021

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148 Reads

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35 Citations

Applied Soil Ecology

The high salt- and drought-tolerance of Lycium barbarum L. (goji berry) makes the plant suitable for cultivation in the arid and semi-arid regions of northwest China. However, monocropping of L. barbarum has caused severe issues, including increasing plant disease incidents and declining goji berry productivity. The negative impacts of L. barbarum monocropping on the soil health over time remain unclear. We investigated the temporal shifts in soil properties and microbial community diversity in the top (0–20 cm) and subsoils (20–40 cm) of L. barbarum fields across a 20-year age sequence and the adjacent control fields at two independent research sites in Ningxia, China. Our results show that L. barbarum monocropping leads to accumulation of total organic C, N, P, and available N stocks, but simultaneously caused secondary soil salinization and soil pH declination. The community α-diversity indices and the dissimilarities in community compositions of bacteria and fungi generally decline with the increase in stand age at both soil depths. Co-occurrence analysis found a decreased complexity of network structure with stand development, indicating that monocropping would profoundly disrupt the potential interactions among soil microbes. The phytopathogenic fungi Fusarium spp. progressively prevailed in soils of L. barbarum fields. The structural equation modeling further demonstrates that the variation in bacterial community composition directly explained the increase in the absolute abundance of Fusarium spp. The results infer an essential role of soil bacterial assemblages in the biocontrol of Fusarium wilt of L. barbarum under monocropping. Together, our results suggest that secondary soil salinization, loss of soil microbial diversity, and build-up of fungal phytopathogens, particularly in subsoils, are major threats to the soil health of L. barbarum field. An in-depth understanding of these threats to soil quality could help develop sustainable cropping management for L. barbarum.


Enhancement of exopolysaccharides production and reactive oxygen species level of Nostoc flagelliforme in response to dehydration

July 2021

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109 Reads

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19 Citations

Environmental Science and Pollution Research

Nostoc flagelliforme is a remarkable drought-resistant terrestrial cyanobacterium whose exopolysaccharides (EPS) have been found to exert important physiological and ecological functions, and the EPS are known to improve soil physicochemical properties. In this study, we used physiological and molecular methods to investigate the influences of three moisture loss levels on EPS production and the antioxidant system in N. flagelliforme. The aim was to reveal the EPS production mechanism involved in the gene differential expression and antioxidant system of N. flagelliforme in response to drought. Our results showed that EPS contents increased by 13% and 22% after 6-h and 48-h dehydration (6HAD and 48HAD) compared with 4-h rehydration (4HAR), respectively. The same trends were also detected for most EPS synthesis genes, especially glycosyltransferases. Furthermore, the intracellular reactive oxygen species (ROS) levels in N. flagelliforme were generally higher at 6HAD and 48HAD than at 4HAR. Superoxide dismutase (SOD) and peroxidase (POD) activities were restricted in N. flagelliforme under 6HAD and 48HAD compared with 4HAR, but the opposite result was found in catalase (CAT) activity. These results provide a new foundation for understanding the mechanism of EPS accumulation in N. flagelliforme in response to drought.


Comprehensive Phosphoproteomic Analysis of Nostoc flagelliforme in Response to Dehydration Provides Insights into Plant ROS Signaling Transduction

May 2021

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74 Reads

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9 Citations

ACS Omega

Terrestrial cyanobacteria, originated from aquatic cyanobacteria, exhibit a unique mechanism for drought adaptation during long-term evolution. To elucidate this diverse adaptive mechanism exhibited by terrestrial cyanobacteria from the post-translation modification aspect, we performed a global phosphoproteome analysis on the abundance of phosphoproteins in response to dehydration using Nostoc flagelliforme, a kind of terrestrial cyanobacteria having strong ecological adaptability to xeric environments. A total of 329 phosphopeptides from 271 phosphoproteins with 1168 phosphorylation sites were identified. Among these, 76 differentially expressed phosphorylated proteins (DEPPs) were identified for each dehydration treatment (30, 75, and 100% water loss), compared to control. The identified DEPPs were functionally categorized to be mainly involved in a two-component signaling pathway, photosynthesis, energy and carbohydrate metabolism, and an antioxidant system. We concluded that protein phosphorylation modifications related to the reactive oxygen species (ROS) signaling pathway might play an important role in coordinating enzyme activity involved in the antioxidant system in N. flagelliforme to adapt to dehydration stress. This study provides deep insights into the extensive modification of phosphorylation in terrestrial cyanobacteria using a phosphoproteomic approach, which may help to better understand the role of protein phosphorylation in key cellular mechanisms in terrestrial cyanobacteria in response to dehydration.


Global analysis of protein succinylation modification of Nostoc flagelliforme in response to dehydration

February 2021

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56 Reads

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10 Citations

Journal of Proteomics

Nostoc flagelliforme is a type of terrestrial cyanobacteria that is distributed in arid or semi-arid steppes in China. To research the molecular mechanisms underlying the adaptation of N. flagelliforme to drought stress, the succinylated expression profile and changes in N. flagelliforme that resulted as a response to dehydration were analyzed by label-free proteomics. A total of 1149 succinylated sites, 1128 succinylated peptides, and 396 succinylated proteins were identified. Succinylated proteins were differentially involved in photosynthesis and energy metabolism, as well as in reactive oxygen species (ROS) scavenging. Motif-X analysis of succinylated sites determined a succinylation motif [KxxG]. N. flagelliforme adapts to dehydration by increasing glucose metabolism and pentose phosphate pathway flux, and decreasing photosynthetic rate, which some of the key proteins were succinylated. ROS scavenging was mainly involved in the regulation of the enzyme antioxidant defense system and non-enzymatic antioxidant defense system through succinylation modification, thus eliminating excessive ROS. Protein succinylation of N. flagelliforme may play an important regulatory role in response to dehydration. The results are foundational, as they can inform future research into the mechanisms involved in the succinylation regulation mechanism of N. flagelliforme in response to dehydration. Significance The global succinylation network involved in response to dehydration in N. flagelliforme has been established. We found that many succinylated proteins were involved in photosynthesis, glucose metabolism and antioxidation. The global survey of succinylated proteins and the changes of succinylated levels in response to dehydration provided effective information for the drought tolerance mechanism in N. flagelliforme.


Citations (20)


... changes in gene expression with the accumulation of stress-related metabolites [46]. Similarly, in Glycyrrhiza uralensis, integrated approaches have been employed to explore the biosynthesis of flavonoids and triterpenoids, highlighting key regulatory genes that contribute to the accumulation of bioactive compounds [47]. These methodologies have also been applied in crops like Zea mays [48], and other crops such as tea [7], watermelon [49], and Solanum nigrum L. [50], where researchers have investigated the interplay between genetic variation and metabolite profiles in response to environmental factors. ...

Reference:

Integrated Metabolomics and Transcriptomics Provide Key Molecular Insights into Floral Stage-Driven Flavonoid Pathway in Safflower
Integrative metabolome and transcriptome analyses reveal the differences in flavonoid and terpenoid synthesis between Glycyrrhiza uralensis (licorice) leaves and roots
  • Citing Article
  • November 2023

Food Science and Biotechnology

... Previous studies have shown that resequencing analysis can be applied in exploring the population structure and genetic relationships of Cerasus subgenus accessions. Recently, (Jiu et al., 2024a, b) 18 species (Cao et al. 2022;Zhu et al. 2023;Zheng et al. 2022;Baek et al. 2018;Fang et al. 2022;Wang et al. 2022;Goeckeritz et al. 2023;Shirasawa et al. 2021;Shirasawa et al. 2019;Jiu et al. 2023) within the Cerasus subgenus were successively subjected to genome assembly, encompassing four P. avium cv. 'Big Star' (Pinosio et al. 2020), 'Satonishiki' (Shirasawa et al. 2017), 'Tieton' (Wang et al. 2020a); v2.0 (Wang et al. 2020b), and 'Regina' (Le 2020). ...

Chromosome-level genome assembly of an endangered plant Prunus mongolica using PacBio and Hi-C technologies

DNA Research

... The Vanquish Flex UHPLC system (Thermo Fisher Scientific, Waltham, MA, USA) coupled to a Q-Exactive mass spectrometer (Thermo Fisher Scientific, Waltham, MA, USA) was used to conduct lipidomic profiling by a relatively quantitative untargeted lipidomics method as described previously (Li et al., 2021;Wang et al., 2022;Zhao & Li, 2023). Chromatographic separation was accomplished through an ACQUITY UPLC® BEH C18 column (100 × 2.1 mm, 1.7 μm; Waters, Milford, MA, USA) at a flow rate of 0.25 mL/min and a column temperature of 50 • C. The mobile phase consisted of component A: acetonitrile-water (6:4, v/v) solution supplemented with 0.1% formic acid (v/v) and 10 mM ammonium formate; component B: acetonitrile-isopropanol (1:9, v/v) solution supplemented with 0.1% formic acid (v/v) and 10 mM ammonium formate. ...

Effect of Drought Stress on Degradation and Remodeling of Membrane Lipids in Nostoc flagelliforme

... In our study, drought stress aggravated mobilisation of carbon to grains as compared to other stress conditions (Gurumurthy et al., 2023), which was also supported by higher SWD. In addition, sugar metabolism is upregulated under drought (Li et al., 2022b) and other stress. Thus, grain lling can be enhanced by increasing stem density and WSCs mobilisation under harsh environmental conditions. ...

Proteome profiling reveals changes in energy metabolism, transport and antioxidation during drought stress in Nostoc flagelliforme

BMC Plant Biology

... In particular, the gene for phosphoglycerate kinase (PGK, EC 2.7.2.3) was found to be downregulated and the enzymatic activity of triose-phosphate isomerase (TPI, EC 5.3.1.1) was found to decrease in response to water loss in Nostoc flagelliforme 62,63 . Consistently, our model revealed significant decreases in reaction flux for these glycolytic enzymes represented by reaction rxn01100 and rxn00747 in iGd895 when water uptake was constrained (Fig. 4). ...

Carbon Metabolism and the ROS Scavenging System Participate in Nostoc flagelliforme ’s Adaptive Response to Dehydration Conditions through Protein Acetylation
  • Citing Article
  • January 2022

Journal of Proteome Research

... These fungi potentially pose threats to the health of the older L. barbarum plants. A recent study further revealed that changes in bacterial community composition, influenced by stand age, can enhance the enrichment of Fusarium spp., thereby jeopardizing the soil health of L. barbarum fields (Na et al., 2021). Despite the increasing recognition of soil microbial community structure in L. barbarum fields, the mechanisms underlying the generation and maintenance of dynamic changes in soil microbial communities due to tree age remain inadequately understood and discussed. ...

Lycium barbarum L. (goji berry) monocropping causes microbial diversity loss and induces Fusarium spp. enrichment at distinct soil layers
  • Citing Article
  • December 2021

Applied Soil Ecology

... PCC 7002 where 410 p-events on 245 proteins could be detected (Yang et al., 2013). Moreover, Liang et al. (2021) analyzed the phosphoproteome of Nostoc flagelliforme in response to dehydration. The authors were able to detect 271 phosphoproteins with 1168 phosphorylation sites. ...

Comprehensive Phosphoproteomic Analysis of Nostoc flagelliforme in Response to Dehydration Provides Insights into Plant ROS Signaling Transduction

ACS Omega

... Cyanobacteria are also assumed to fix nitrogen from the atmosphere (Grover et al. 2019) and carry out respiration during nighttime (Armstrong 2014). Production of extracellular polysaccharides by cyanobacteria can be controlled by osmotic stress (Macedo et al. 2009;Wu et al. 2021). ...

Enhancement of exopolysaccharides production and reactive oxygen species level of Nostoc flagelliforme in response to dehydration

Environmental Science and Pollution Research

... Furthermore, Wang et al. [23] found that differentially accumulated acetylproteins (DAAPs) in colonies were significantly enriched in carbon metabolism and ROS scavenging systems. Changes in succinylated proteins in response to dehydration indicate that N. flagelliforme adapts to dehydration by increasing glucose accumulation and pentose phosphate pathway flux, while decreasing photosynthetic rate [24]. Although these modification studies have improved our understanding of the molecular mechanisms related to the water stress tolerance of N. flagelliforme, the role that malonylation plays in drought stress is still unknown. ...

Global analysis of protein succinylation modification of Nostoc flagelliforme in response to dehydration
  • Citing Article
  • February 2021

Journal of Proteomics

... Additionally, the mechanism of soil fungal community may vary between different habitats, such as bulk soil and the rhizosphere (Beck et al. 2015;Na et al. 2019;Wang et al. 2023). The rhizosphere refers to the approximately 1 ~ 2 mm region of soil attached to plant roots. ...

Monocropping decouples plant–bacteria interaction and strengthens phytopathogenic fungi colonization in the rhizosphere of a perennial plant species

Plant and Soil