Transcriptome and proteome analyses reveal the regulatory networks and metabolite biosynthesis pathways during the development of Tolypocladium guangdongense.

Abstract:

:Tolypocladium guangdongense has a similar metabolite profile to Ophiocordyceps sinensis, a highly regarded fungus used for traditional Chinese medicine with high nutritional and medicinal value. Although the genome sequence of T. guangdongense has been reported, relatively little is known about the regulatory networks for fruiting body development and about the metabolite biosynthesis pathways. In order to address this, an analysis of transcriptome and proteome at differential developmental stages of T. guangdongense was performed. In total, 9076 genes were found to be expressed and 2040 proteins were identified. There were a large number of genes that were significantly differentially expressed between the mycelial stage and the stages. Interestingly, the correlation between the transcriptomic and proteomic data was low, suggesting the importance of the post-transcriptional processes in the growth and development of T. guangdongense. Among the genes/proteins that were both differentially expressed during the developmental process, there were numerous heat shock proteins and transcription factors. In addition, there were numerous proteins involved in terpenoid, ergosterol, adenosine and polysaccharide biosynthesis that also showed significant downregulation in their expression levels during the developmental process. Furthermore, both tryptophan and tryptamine were present at higher levels in the primordium stage. However, indole-3-acetic acid (IAA) levels continuously decreased as development proceeded, and the enzymes involved in IAA biosynthesis were also clearly differentially downregulated. These data could be meaningful in studying the molecular mechanisms of fungal development, and for the industrial and medicinal application of macro-fungi.

authors

Wang G,Li M,Zhang C,Cheng H,Gao Y,Deng W,Li T

doi

10.1016/j.csbj.2020.07.014

subject

Has Abstract

pub_date

2020-07-25 00:00:00

pages

2081-2094

issn

2001-0370

pii

S2001-0370(20)30346-9

journal_volume

18

pub_type

杂志文章
  • FangNet: Mining herb hidden knowledge from TCM clinical effective formulas using structure network algorithm.

    abstract::The use of herbs to treat various human diseases has been recorded for thousands of years. In Asia's current medical system, numerous herbal formulas have been repeatedly verified to confirm their effectiveness in different periods, which is a great resource for drug innovation and discovery. Through the mining of the...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章

    doi:10.1016/j.csbj.2020.11.036

    authors: Bu D,Xia Y,Zhang J,Cao W,Huo P,Wang Z,He Z,Ding L,Wu Y,Zhang S,Gao K,Yu H,Liu T,Ding X,Gu X,Zhao Y

    更新日期:2020-12-04 00:00:00

  • Purinergic control of inflammation and thrombosis: Role of P2X1 receptors.

    abstract::Inflammation shifts the hemostatic mechanisms in favor of thrombosis. Upon tissue damage or infection, a sudden increase of extracellular ATP occurs, that might contribute to the crosstalk between inflammation and thrombosis. On platelets, P2X1 receptors act to amplify platelet activation and aggregation induced by ot...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章,评审

    doi:10.1016/j.csbj.2014.11.008

    authors: Oury C,Lecut C,Hego A,Wéra O,Delierneux C

    更新日期:2014-11-28 00:00:00

  • The impact of Gag non-cleavage site mutations on HIV-1 viral fitness from integrative modelling and simulations.

    abstract::The high mutation rate in retroviruses is one of the leading causes of drug resistance. In human immunodeficiency virus type-1 (HIV-1), synergistic mutations in its protease and the protease substrate - the Group-specific antigen (Gag) polyprotein - work together to confer drug resistance against protease inhibitors a...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章

    doi:10.1016/j.csbj.2020.12.022

    authors: Samsudin F,Gan SK,Bond PJ

    更新日期:2020-12-23 00:00:00

  • Predicting the impacts of mutations on protein-ligand binding affinity based on molecular dynamics simulations and machine learning methods.

    abstract:Purpose:Mutation-induced variation of protein-ligand binding affinity is the key to many genetic diseases and the emergence of drug resistance, and therefore predicting such mutation impacts is of great importance. In this work, we aim to predict the mutation impacts on protein-ligand binding affinity using efficient s...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章

    doi:10.1016/j.csbj.2020.02.007

    authors: Wang DD,Ou-Yang L,Xie H,Zhu M,Yan H

    更新日期:2020-02-20 00:00:00

  • Experimental and computational analysis of biased agonism on full-length and a C-terminally truncated adenosine A2A receptor.

    abstract::Biased agonism, the ability of agonists to differentially activate downstream signaling pathways by stabilizing specific receptor conformations, is a key issue for G protein-coupled receptor (GPCR) signaling. The C-terminal domain might influence this functional selectivity of GPCRs as it engages G proteins, GPCR kina...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章

    doi:10.1016/j.csbj.2020.09.028

    authors: Navarro G,Gonzalez A,Campanacci S,Rivas-Santisteban R,Reyes-Resina I,Casajuana-Martin N,Cordomí A,Pardo L,Franco R

    更新日期:2020-09-24 00:00:00

  • IKKα Promotes the Progression and Metastasis of Non-Small Cell Lung Cancer Independently of its Subcellular Localization.

    abstract::Lung cancer is the leading worldwide cause of cancer mortality, however, neither curative treatments nor substantial prolonged survival has been achieved, highlighting the need for investigating new proteins responsible for its development and progression. IKKα is an essential protein for cell survival and differentia...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章

    doi:10.1016/j.csbj.2019.02.003

    authors: Page A,Ortega A,Alameda JP,Navarro M,Paramio JM,Saiz-Pardo M,Almeida EI,Hernández P,Fernández-Aceñero MJ,García-Fernández RA,Casanova ML

    更新日期:2019-02-07 00:00:00

  • Homology modeling in the time of collective and artificial intelligence.

    abstract::Homology modeling is a method for building protein 3D structures using protein primary sequence and utilizing prior knowledge gained from structural similarities with other proteins. The homology modeling process is done in sequential steps where sequence/structure alignment is optimized, then a backbone is built and ...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章,评审

    doi:10.1016/j.csbj.2020.11.007

    authors: Hameduh T,Haddad Y,Adam V,Heger Z

    更新日期:2020-11-14 00:00:00

  • HiPR: High-throughput probabilistic RNA structure inference.

    abstract::Recent high-throughput structure-sensitive genome-wide sequencing-based assays have enabled large-scale studies of RNA structure, and robust transcriptome-wide computational prediction of individual RNA structures across RNA classes from these assays has potential to further improve the prediction accuracy. Here, we d...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章

    doi:10.1016/j.csbj.2020.06.004

    authors: Kuksa PP,Li F,Kannan S,Gregory BD,Leung YY,Wang LS

    更新日期:2020-06-08 00:00:00

  • Tribology of bio-inspired nanowrinkled films on ultrasoft substrates.

    abstract::Biomimetic design of new materials uses nature as antetype, learning from billions of years of evolution. This work emphasizes the mechanical and tribological properties of skin, combining both hardness and wear resistance of its surface (the stratum corneum) with high elasticity of the bulk (epidermis, dermis, hypode...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章

    doi:10.5936/csbj.201303002

    authors: Lackner JM,Waldhauser W,Major L,Teichert C,Hartmann P

    更新日期:2013-05-08 00:00:00

  • A molecular device: A DNA molecular lock driven by the nicking enzymes.

    abstract::As people are placing more and more importance on information security, how to realize the protection of information has become a hotspot of current research. As a security device, DNA molecular locks have great potential to realize information protection at the molecular level. However, building a highly secure molec...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章

    doi:10.1016/j.csbj.2020.08.004

    authors: Zhang X,Zhang Q,Liu Y,Wang B,Zhou S

    更新日期:2020-08-06 00:00:00

  • Virulence factor-related gut microbiota genes and immunoglobulin A levels as novel markers for machine learning-based classification of autism spectrum disorder.

    abstract::Autism spectrum disorder (ASD) is a neurodevelopmental condition for which early identification and intervention is crucial for optimum prognosis. Our previous work showed gut Immunoglobulin A (IgA) to be significantly elevated in the gut lumen of children with ASD compared to typically developing (TD) children. Gut m...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章

    doi:10.1016/j.csbj.2020.12.012

    authors: Wang M,Doenyas C,Wan J,Zeng S,Cai C,Zhou J,Liu Y,Yin Z,Zhou W

    更新日期:2020-12-29 00:00:00

  • Statistical methods for the analysis of high-throughput metabolomics data.

    abstract::Metabolomics is a relatively new high-throughput technology that aims at measuring all endogenous metabolites within a biological sample in an unbiased fashion. The resulting metabolic profiles may be regarded as functional signatures of the physiological state, and have been shown to comprise effects of genetic regul...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章,评审

    doi:10.5936/csbj.201301009

    authors: Bartel J,Krumsiek J,Theis FJ

    更新日期:2013-03-22 00:00:00

  • A metagenome-wide association study of gut microbiome and visceral fat accumulation.

    abstract:Purpose:Visceral fat is an independent risk factor for metabolic and cardiovascular disease. The study aimed to investigate the associations between gut microbiome and visceral fat. Methods:We recruited 32 obese adults and 30 healthy controls at baseline. Among the obese subjects, 14 subjects underwent laparoscopic sl...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章

    doi:10.1016/j.csbj.2020.09.026

    authors: Nie X,Chen J,Ma X,Ni Y,Shen Y,Yu H,Panagiotou G,Bao Y

    更新日期:2020-09-20 00:00:00

  • Leveraging biological replicates to improve analysis in ChIP-seq experiments.

    abstract::ChIP-seq experiments identify genome-wide profiles of DNA-binding molecules including transcription factors, enzymes and epigenetic marks. Biological replicates are critical for reliable site discovery and are required for the deposition of data in the ENCODE and modENCODE projects. While early reports suggested two r...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章

    doi:10.5936/csbj.201401002

    authors: Yang Y,Fear J,Hu J,Haecker I,Zhou L,Renne R,Bloom D,McIntyre LM

    更新日期:2014-01-31 00:00:00

  • Constructing knowledge graphs and their biomedical applications.

    abstract::Knowledge graphs can support many biomedical applications. These graphs represent biomedical concepts and relationships in the form of nodes and edges. In this review, we discuss how these graphs are constructed and applied with a particular focus on how machine learning approaches are changing these processes. Biomed...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章,评审

    doi:10.1016/j.csbj.2020.05.017

    authors: Nicholson DN,Greene CS

    更新日期:2020-06-02 00:00:00

  • Increasing European Support for Neglected Infectious Disease Research.

    abstract::Neglected infectious diseases (NIDs) are a persistent cause of death and disability in low-income countries. Currently available drugs and vaccines are often ineffective, costly or associated with severe side-effects. Although the scale of research on NIDs does not reflect their disease burden, there are encouraging s...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章,评审

    doi:10.1016/j.csbj.2017.01.007

    authors: Olesen OF,Ackermann M

    更新日期:2017-01-19 00:00:00

  • The era of big data: Genome-scale modelling meets machine learning.

    abstract::With omics data being generated at an unprecedented rate, genome-scale modelling has become pivotal in its organisation and analysis. However, machine learning methods have been gaining ground in cases where knowledge is insufficient to represent the mechanisms underlying such data or as a means for data curation prio...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章,评审

    doi:10.1016/j.csbj.2020.10.011

    authors: Antonakoudis A,Barbosa R,Kotidis P,Kontoravdi C

    更新日期:2020-10-16 00:00:00

  • Structural insights into the mechanism of RNA recognition by the N-terminal RNA-binding domain of the SARS-CoV-2 nucleocapsid phosphoprotein.

    abstract::The emergence of recent SARS-CoV-2 has become a global health issue. This single-stranded positive-sense RNA virus is continuously spreading with increasing morbidities and mortalities. The proteome of this virus contains four structural and sixteen nonstructural proteins that ensure the replication of the virus in th...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章

    doi:10.1016/j.csbj.2020.08.006

    authors: Khan A,Tahir Khan M,Saleem S,Junaid M,Ali A,Shujait Ali S,Khan M,Wei DQ

    更新日期:2020-01-01 00:00:00

  • Structure-based discovery of neoandrographolide as a novel inhibitor of Rab5 to suppress cancer growth.

    abstract::Rab5 is a small GTPase that plays a crucial role in oncogenic signal transduction, which was considered as an attractive target for cancer therapy. Rapid GDP/GTP exchange in the packet of Rab5 sustains its high activity for promoting cancer progression. However, Rab5 currently remains undruggable due to the lack of sp...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章

    doi:10.1016/j.csbj.2020.11.033

    authors: Zhang J,Sun Y,Zhong LY,Yu NN,Ouyang L,Fang RD,Wang Y,He QY

    更新日期:2020-11-30 00:00:00

  • CirRNAPL: A web server for the identification of circRNA based on extreme learning machine.

    abstract::Circular RNA (circRNA) plays an important role in the development of diseases, and it provides a novel idea for drug development. Accurate identification of circRNAs is important for a deeper understanding of their functions. In this study, we developed a new classifier, CirRNAPL, which extracts the features of nuclei...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章

    doi:10.1016/j.csbj.2020.03.028

    authors: Niu M,Zhang J,Li Y,Wang C,Liu Z,Ding H,Zou Q,Ma Q

    更新日期:2020-04-02 00:00:00

  • A Review on Genomics APIs.

    abstract::The constant improvement and falling prices of whole human genome Next Generation Sequencing (NGS) has resulted in rapid adoption of genomic information at both clinics and research institutions. Considered together, the complexity of genomics data, due to its large volume and diversity along with the need for genomic...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章,评审

    doi:10.1016/j.csbj.2015.10.004

    authors: Swaminathan R,Huang Y,Moosavinasab S,Buckley R,Bartlett CW,Lin SM

    更新日期:2015-10-31 00:00:00

  • A guide to the identification of metabolites in NMR-based metabonomics/metabolomics experiments.

    abstract::Metabonomics/metabolomics is an important science for the understanding of biological systems and the prediction of their behaviour, through the profiling of metabolites. Two technologies are routinely used in order to analyse metabolite profiles in biological fluids: nuclear magnetic resonance (NMR) spectroscopy and ...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章

    doi:10.1016/j.csbj.2016.02.005

    authors: Dona AC,Kyriakides M,Scott F,Shephard EA,Varshavi D,Veselkov K,Everett JR

    更新日期:2016-03-09 00:00:00

  • Reactive oxygen species: A generalist in regulating development and pathogenicity of phytopathogenic fungi.

    abstract::Reactive oxygen species (ROS) are small molecules with high oxidative activity, and are usually produced as byproducts of metabolic processes in organisms. ROS play an important role during the interaction between plant hosts and pathogenic fungi. Phytopathogenic fungi have evolved sophisticated ROS producing and scav...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章,评审

    doi:10.1016/j.csbj.2020.10.024

    authors: Zhang Z,Chen Y,Li B,Chen T,Tian S

    更新日期:2020-11-04 00:00:00

  • SNP2Structure: A Public and Versatile Resource for Mapping and Three-Dimensional Modeling of Missense SNPs on Human Protein Structures.

    abstract::One of the long-standing challenges in biology is to understand how non-synonymous single nucleotide polymorphisms (nsSNPs) change protein structure and further affect their function. While it is impractical to solve all the mutated protein structures experimentally, it is quite feasible to model the mutated structure...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章

    doi:10.1016/j.csbj.2015.09.002

    authors: Wang D,Song L,Singh V,Rao S,An L,Madhavan S

    更新日期:2015-09-30 00:00:00

  • Mini-review: Strategies for Variation and Evolution of Bacterial Antigens.

    abstract::Across the eubacteria, antigenic variation has emerged as a strategy to evade host immunity. However, phenotypic variation in some of these antigens also allows the bacteria to exploit variable host niches as well. The specific mechanisms are not shared-derived characters although there is considerable convergent evol...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章,评审

    doi:10.1016/j.csbj.2015.07.002

    authors: Foley J

    更新日期:2015-07-26 00:00:00

  • Learning distributed representations of RNA and protein sequences and its application for predicting lncRNA-protein interactions.

    abstract::The long noncoding RNAs (lncRNAs) are ubiquitous in organisms and play crucial role in a variety of biological processes and complex diseases. Emerging evidences suggest that lncRNAs interact with corresponding proteins to perform their regulatory functions. Therefore, identifying interacting lncRNA-protein pairs is t...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章

    doi:10.1016/j.csbj.2019.11.004

    authors: Yi HC,You ZH,Cheng L,Zhou X,Jiang TH,Li X,Wang YB

    更新日期:2019-11-30 00:00:00

  • Identification and characterisation of putative drug binding sites in human ATP-binding cassette B5 (ABCB5) transporter.

    abstract::The human ATP-binding cassette B5 (ABCB5) transporter, a member of the ABC transporter superfamily, is linked to chemoresistance in tumour cells by drug effluxion. However, little is known about its structure and drug-binding sites. In this study, we generated an atomistic model of the full-length human ABCB5 transpor...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章

    doi:10.1016/j.csbj.2020.12.042

    authors: Tangella LP,Arooj M,Deplazes E,Gray ES,Mancera RL

    更新日期:2020-12-30 00:00:00

  • A Graph Based Framework to Model Virus Integration Sites.

    abstract::With next generation sequencing thousands of virus and viral vector integration genome targets are now under investigation to uncover specific integration preferences and to define clusters of integration, termed common integration sites (CIS), that may allow to assess gene therapy safety or to detect disease related ...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章

    doi:10.1016/j.csbj.2015.10.006

    authors: Fronza R,Vasciaveo A,Benso A,Schmidt M

    更新日期:2015-11-30 00:00:00

  • Fungi.guru: Comparative genomic and transcriptomic resource for the fungi kingdom.

    abstract::The fungi kingdom is composed of eukaryotic heterotrophs, which are responsible for balancing the ecosystem and play a major role as decomposers. They also produce a vast diversity of secondary metabolites, which have antibiotic or pharmacological properties. However, our lack of knowledge of gene function in fungi pr...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章

    doi:10.1016/j.csbj.2020.11.019

    authors: Lim JJJ,Koh J,Moo JR,Villanueva EMF,Putri DA,Lim YS,Seetoh WS,Mulupuri S,Ng JWZ,Nguyen NLU,Reji R,Foo H,Zhao MX,Chan TL,Rodrigues EE,Kairon RS,Hee KM,Chee NC,Low AD,Chen ZHX,Lim SC,Lunardi V,Fong TC,Chua CX

    更新日期:2020-11-20 00:00:00

  • Nasal microbiome research in ANCA-associated vasculitis: Strengths, limitations, and future directions.

    abstract::The human nasal microbiome is characterized by biodiversity and undergoes changes during the span of life. In granulomatosis with polyangiitis (GPA), the persistent nasal colonization by Staphylococcus aureus (S. aureus) assessed by culture-based detection methods has been associated with increased relapse frequency. ...

    journal_title:Computational and structural biotechnology journal

    pub_type: 杂志文章,评审

    doi:10.1016/j.csbj.2020.12.031

    authors: Kronbichler A,Harrison EM,Wagner J

    更新日期:2020-12-27 00:00:00