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1.
FASEB J ; 38(5): e23439, 2024 Mar 15.
Article in English | MEDLINE | ID: mdl-38416461

ABSTRACT

Reactive oxygen species (ROS) are among the most severe types of cellular stressors with the ability to damage essential cellular biomolecules. Excess levels of ROS are correlated with multiple pathophysiological conditions including neurodegeneration, diabetes, atherosclerosis, and cancer. Failure to regulate the severely imbalanced levels of ROS can ultimately lead to cell death, highlighting the importance of investigating the molecular mechanisms involved in the detoxification procedures that counteract the effects of these compounds in living organisms. One of the most abundant forms of ROS is H2 O2 , mainly produced by the electron transport chain in the mitochondria. Numerous genes have been identified as essential to the process of cellular detoxification. Yeast YAP1, which is homologous to mammalian AP-1 type transcriptional factors, has a key role in oxidative detoxification by upregulating the expression of antioxidant genes in yeast. The current study reveals novel functions for COX5A and NPR3 in H2 O2 -induced stress by demonstrating that their deletions result in a sensitive phenotype. Our follow-up investigations indicate that COX5A and NPR3 regulate the expression of YAP1 through an alternative mode of translation initiation. These novel gene functions expand our understanding of the regulation of gene expression and defense mechanism of yeast against oxidative stress.


Subject(s)
Atherosclerosis , Saccharomyces cerevisiae Proteins , Animals , Saccharomyces cerevisiae/genetics , Hydrogen Peroxide/pharmacology , Reactive Oxygen Species , Antioxidants , Mammals , Transcription Factors/genetics , Saccharomyces cerevisiae Proteins/genetics
2.
Biochem Biophys Res Commun ; 641: 110-115, 2023 01 22.
Article in English | MEDLINE | ID: mdl-36527744

ABSTRACT

Despite the similarity in fundamental goals of translation initiation between different domains of life, it is one of the most phylogenetically diverse steps of the central dogma of molecular biology. In a classical view, the translation signals for prokaryotes and eukaryotes are distinct from each other. This idea was challenged by the finding that the Internal Ribosome Entry Site (IRES) belonging to Plautia stali intestine virus (PSIV) could bypass the domain-specific boundaries and effectively initiate translation in E. coli. This finding led us to investigate whether the ability of PSIV IRES to initiate translation in E. coli is specific to this IRES and also to study features that allow this viral IRES to mediate prokaryotic translation initiation. We observed that certain IRESs may also possess the ability to initiate E. coli translation. Our results also indicated that the structural integrity of the PSIV IRES in translation in prokaryotes does not appear to be as critical as it is in eukaryotes. We also demonstrated that two regions of the PSIV IRES with complementarity to 16S ribosomal RNA are important for the ability of this IRES to initiate translation in E. coli.


Subject(s)
Internal Ribosome Entry Sites , Ribosomes , Base Sequence , Ribosomes/metabolism , Internal Ribosome Entry Sites/genetics , RNA, Viral/genetics , Escherichia coli/genetics , Escherichia coli/metabolism , Protein Biosynthesis
3.
J Immunol ; 207(11): 2813-2827, 2021 12 01.
Article in English | MEDLINE | ID: mdl-34740958

ABSTRACT

Hypoxia-inducible factor-1α (HIF-1α) is an important regulator of glucose metabolism and inflammatory cytokine production in innate immune responses. Viruses modulate HIF-1α to support viral replication and the survival of infected cells, but it is unclear if this transcription factor also plays an important role in regulating antiviral immune responses. In this study, we found that short and long dsRNA differentially engage TLR3, inducing distinct levels of proinflammatory cytokine production (TNF-α and IL-6) in bone marrow-derived macrophages from C57BL/6 mice. These responses are associated with differential accumulation of HIF-1α, which augments NF-κB activation. Unlike TLR4 responses, increased HIF-1α following TLR3 engagement is not associated with significant alterations in glycolytic activity and was more pronounced in low glucose conditions. We also show that the mechanisms supporting HIF-1α stabilization may differ following stimulation with short versus long dsRNA and that pyruvate kinase M2 and mitochondrial reactive oxygen species play a central role in these processes. Collectively, this work suggests that HIF-1α may fine-tune proinflammatory cytokine production during early antiviral immune responses, particularly when there is limited glucose availability or under other conditions of stress. Our findings also suggest we may be able to regulate the magnitude of proinflammatory cytokine production during antiviral responses by targeting proteins or molecules that contribute to HIF-1α stabilization.


Subject(s)
Cytokines/biosynthesis , Glucose/immunology , Hypoxia-Inducible Factor 1, alpha Subunit/immunology , Macrophages/immunology , Nucleic Acids/immunology , Toll-Like Receptor 3/immunology , Animals , Cells, Cultured , Mice , Mice, Inbred C57BL , Reactive Oxygen Species/immunology
4.
Nucleic Acids Res ; 49(14): 8145-8160, 2021 08 20.
Article in English | MEDLINE | ID: mdl-34244791

ABSTRACT

The yeast cyclic AMP-dependent protein kinase A (PKA) is a ubiquitous serine-threonine kinase, encompassing three catalytic (Tpk1-3) and one regulatory (Bcy1) subunits. Evidence suggests PKA involvement in DNA damage checkpoint response, but how DNA repair pathways are regulated by PKA subunits remains inconclusive. Here, we report that deleting the tpk1 catalytic subunit reduces non-homologous end joining (NHEJ) efficiency, whereas tpk2-3 and bcy1 deletion does not. Epistatic analyses revealed that tpk1, as well as the DNA damage checkpoint kinase (dun1) and NHEJ factor (nej1), co-function in the same pathway, and parallel to the NHEJ factor yku80. Chromatin immunoprecipitation and resection data suggest that tpk1 deletion influences repair protein recruitments and DNA resection. Further, we show that Tpk1 phosphorylation of Nej1 at S298 (a Dun1 phosphosite) is indispensable for NHEJ repair and nuclear targeting of Nej1 and its binding partner Lif1. In mammalian cells, loss of PRKACB (human homolog of Tpk1) also reduced NHEJ efficiency, and similarly, PRKACB was found to phosphorylate XLF (a Nej1 human homolog) at S263, a corresponding residue of the yeast Nej1 S298. Together, our results uncover a new and conserved mechanism for Tpk1 and PRKACB in phosphorylating Nej1 (or XLF), which is critically required for NHEJ repair.


Subject(s)
Cyclic AMP-Dependent Protein Kinase Catalytic Subunits/genetics , Cyclic AMP-Dependent Protein Kinases/genetics , DNA End-Joining Repair/genetics , DNA Repair Enzymes/genetics , DNA-Binding Proteins/genetics , Saccharomyces cerevisiae Proteins/genetics , DNA Breaks, Double-Stranded , DNA Repair/genetics , Humans , Phosphorylation/genetics , Saccharomyces cerevisiae/genetics
5.
Int J Mol Sci ; 24(2)2023 Jan 16.
Article in English | MEDLINE | ID: mdl-36675300

ABSTRACT

Lithium chloride (LiCl) has been widely researched and utilized as a therapeutic option for bipolar disorder (BD). Several pathways, including cell signaling and signal transduction pathways in mammalian cells, are shown to be regulated by LiCl. LiCl can negatively control the expression and activity of PGM2, a phosphoglucomutase that influences sugar metabolism in yeast. In the presence of galactose, when yeast cells are challenged by LiCl, the phosphoglucomutase activity of PGM2p is decreased, causing an increase in the concentration of toxic galactose metabolism intermediates that result in cell sensitivity. Here, we report that the null yeast mutant strains DBP7∆ and YRF1-6∆ exhibit increased LiCl sensitivity on galactose-containing media. Additionally, we demonstrate that DBP7 and YRF1-6 modulate the translational level of PGM2 mRNA, and the observed alteration in translation seems to be associated with the 5'-untranslated region (UTR) of PGM2 mRNA. Furthermore, we observe that DBP7 and YRF1-6 influence, to varying degrees, the translation of other mRNAs that carry different 5'-UTR secondary structures.


Subject(s)
Lithium Chloride , Saccharomyces cerevisiae Proteins , Lithium Chloride/pharmacology , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism , Phosphoglucomutase/genetics , Phosphoglucomutase/metabolism , Galactose/metabolism , Saccharomyces cerevisiae Proteins/metabolism , DEAD-box RNA Helicases/metabolism
6.
Mol Cell Biochem ; 477(11): 2643-2656, 2022 Nov.
Article in English | MEDLINE | ID: mdl-35598219

ABSTRACT

Lithium chloride (LiCl) is a widely used and extensively researched drug for the treatment of bipolar disorder (BD). As a result, LiCl has been the subject of research studying its toxicity, mode of action, and downstream cellular responses. LiCl has been shown to influence cell signaling and signaling transduction pathways through protein kinase C and glycogen synthase kinase-3 in mammalian cells. LiCl's significant downstream effects on the translational pathway necessitate further investigation. In yeast, LiCl is found to lower the activity and alter the expression of PGM2, a gene encoding a sugar-metabolism enzyme phosphoglucomutase. When phosphoglucomutase activity is reduced in the presence of galactose, intermediates of galactose metabolism aggregate, causing cell sensitivity to LiCl. In this study, we identified that deleting the genes PEX11 and RIM20 increases yeast LiCl sensitivity. We further show that PEX11 and RIM20 regulate the expression of PGM2 mRNA at the translation level. The observed alteration of translation seems to target the structured 5'-untranslated region (5'-UTR) of the PGM2 mRNA.


Subject(s)
Lithium Chloride , Membrane Proteins , Peroxins , Saccharomyces cerevisiae Proteins , Galactose , Lithium Chloride/pharmacology , Membrane Proteins/genetics , Peroxins/genetics , Phosphoglucomutase/genetics , Phosphoglucomutase/metabolism , RNA, Messenger/genetics , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae Proteins/genetics , Untranslated Regions
7.
Int J Mol Sci ; 24(1)2022 Dec 23.
Article in English | MEDLINE | ID: mdl-36613666

ABSTRACT

Soybean (Glycine max (L.) Merr.) is among the most valuable crops based on its nutritious seed protein and oil. Protein quality, evaluated as the ratio of glycinin (11S) to ß-conglycinin (7S), can play a role in food and feed quality. To help uncover the underlying differences between high and low protein soybean varieties, we performed differential expression analysis on high and low total protein soybean varieties and high and low 11S soybean varieties grown in four locations across Eastern and Western Canada over three years (2018-2020). Simultaneously, ten individual differential expression datasets for high vs. low total protein soybeans and ten individual differential expression datasets for high vs. low 11S soybeans were assessed, for a total of 20 datasets. The top 15 most upregulated and the 15 most downregulated genes were extracted from each differential expression dataset and cross-examination was conducted to create shortlists of the most consistently differentially expressed genes. Shortlisted genes were assessed for gene ontology to gain a global appreciation of the commonly differentially expressed genes. Genes with roles in the lipid metabolic pathway and carbohydrate metabolic pathway were differentially expressed in high total protein and high 11S soybeans in comparison to their low total protein and low 11S counterparts. Expression differences were consistent between East and West locations with the exception of one, Glyma.03G054100. These data are important for uncovering the genes and biological pathways responsible for the difference in seed protein between high and low total protein or 11S cultivars.


Subject(s)
Glycine max , Soybean Proteins , Glycine max/genetics , Glycine max/metabolism , Soybean Proteins/genetics , Soybean Proteins/metabolism , Canada , Seeds/genetics , Seeds/chemistry
8.
J Proteome Res ; 20(11): 4925-4947, 2021 11 05.
Article in English | MEDLINE | ID: mdl-34582199

ABSTRACT

The soybean crop, Glycine max (L.) Merr., is consumed by humans, Homo sapiens, worldwide. While the respective bodies of literature and -omics data for each of these organisms are extensive, comparatively few studies investigate the molecular biological processes occurring between the two. We are interested in elucidating the network of protein-protein interactions (PPIs) involved in human-soybean allergies. To this end, we leverage state-of-the-art sequence-based PPI predictors amenable to predicting the enormous comprehensive interactome between human and soybean. A network-based analytical approach is proposed, leveraging similar interaction profiles to identify candidate allergens and proteins involved in the allergy response. Interestingly, the predicted interactome can be explored from two complementary perspectives: which soybean proteins are predicted to interact with specific human proteins and which human proteins are predicted to interact with specific soybean proteins. A total of eight proteins (six specific to the human proteome and two to the soy proteome) have been identified and supported by the literature to be involved in human health, specifically related to immunological and neurological pathways. This study, beyond generating the most comprehensive human-soybean interactome to date, elucidated a soybean seed interactome and identified several proteins putatively consequential to human health.


Subject(s)
Glycine max , Hypersensitivity , Humans , Proteome/genetics , Proteome/metabolism , Seeds/metabolism , Soybean Proteins/analysis , Glycine max/genetics , Glycine max/metabolism
9.
Theor Appl Genet ; 134(4): 1007-1014, 2021 Apr.
Article in English | MEDLINE | ID: mdl-33386860

ABSTRACT

KEY MESSAGE: A previously identified soybean maturity locus, E6, is discovered to be J, with the long juvenile allele in Paranagoiana now deemed j-x. Soybean grown at latitudes of ~20° or lower can produce lower grain yields due to the short days. This limitation can be overcome by using the long juvenile trait (LJ) which delays flowering under short day conditions. Two LJ loci have been mapped to the same location on Gm04, J and E6. The objective of this research was to investigate the e6 allele in 'Paranagoiana' and determine if E6 and J are the same locus or linked loci. KASP markers showed that e6 lines did not have the j-1 allele of LJ PI 159925. A population fixed for E1 but segregating for E6, with e6 introgressed from Paranagoiana, showed single gene control for flowering and maturity under short days. Sequencing Glyma.04G050200, the J gene, with long amplification Taq found that the e6 line 'Paranagoiana' contains a Ty1-copia retrotransposon of ~10,000 bp, inserted within exon 4. PCR amplification of the cDNA of Glyma.04G050200 also showed differences between the mRNA sequences (presence of insertion in j-x). Hence, we conclude that the loci E6 and J are one locus and deem this new variation found in Paranagoiana as j-x.


Subject(s)
Flowers/genetics , Glycine max/genetics , Plant Proteins/genetics , Polymorphism, Single Nucleotide , Quantitative Trait Loci , Chromosome Mapping , Flowers/growth & development , Gene Expression Regulation, Plant , Phenotype , Plant Proteins/metabolism , Glycine max/growth & development
10.
Biochem Biophys Res Commun ; 533(4): 899-904, 2020 12 17.
Article in English | MEDLINE | ID: mdl-33008596

ABSTRACT

Non-homologous end joining (NHEJ) is a highly conserved mechanism of DNA double-stranded break (DSB) repair. Here we utilize a computational protein-protein interaction method to identify human PRKACB as a potential candidate interacting with NHEJ proteins. We show that the deletion of its yeast homolog, TPK1 that codes for the protein kinase A catalytic subunit reduces the efficiency of NHEJ repair of breaks with overhangs and blunt ends in plasmid-based repair assays. Additionally, tpk1Δ mutants showed defects in the repair of chromosomal breaks induced by HO-site specific endonuclease. Our double deletion mutant analyses suggest that TPK1 and YKU80, a key player in NHEJ could function in parallel pathways. Altogether, here we report a novel involvement for TPK1 in NHEJ.


Subject(s)
Cyclic AMP-Dependent Protein Kinases/genetics , Cyclic AMP-Dependent Protein Kinases/metabolism , DNA End-Joining Repair/genetics , DNA End-Joining Repair/physiology , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae Proteins/metabolism , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Cyclic AMP-Dependent Protein Kinase Catalytic Subunits/genetics , Cyclic AMP-Dependent Protein Kinase Catalytic Subunits/metabolism , Cyclic AMP-Dependent Protein Kinases/deficiency , DNA Breaks, Double-Stranded , DNA, Fungal/genetics , DNA, Fungal/metabolism , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Gene Deletion , Genes, Fungal , Genes, Synthetic , Genetic Association Studies , Humans , Protein Interaction Maps
11.
Can J Microbiol ; 66(2): 161-168, 2020 Feb.
Article in English | MEDLINE | ID: mdl-31743042

ABSTRACT

Nisin is a class I polycyclic bacteriocin produced by the bacterium Lactococcus lactis, which is used extensively as a food additive to inhibit the growth of foodborne Gram-positive bacteria. Nisin also inhibits growth of Gram-negative bacteria when combined with membrane-disrupting chelators such as citric acid. To gain insight into nisin's mode of action, we analyzed chemical-genetic interactions and identified nisin-sensitive Escherichia coli strains in the Keio library of knockout mutants. The most sensitive mutants fell into two main groups. The first group accords with the previously proposed mode of action based on studies with Gram-positive bacteria, whereby nisin interacts with factors involved in cell wall, membrane, envelope biogenesis. We identified an additional, novel mode of action for nisin based on the second group of sensitive mutants that involves cell cycle and DNA replication, recombination, and repair. Further analyses supported these two distinct modes of action.


Subject(s)
Anti-Bacterial Agents/pharmacology , Food Preservatives/pharmacology , Lactococcus lactis/chemistry , Nisin/pharmacology , Bacteria/metabolism , Cell Wall/metabolism , DNA Repair/drug effects , DNA Repair/genetics , DNA Replication/drug effects , DNA Replication/genetics , Escherichia coli/drug effects , Gene Knockout Techniques , Gram-Negative Bacteria/drug effects , Gram-Positive Bacteria/drug effects
12.
Int J Mol Sci ; 21(16)2020 Aug 10.
Article in English | MEDLINE | ID: mdl-32785068

ABSTRACT

For decades, lithium chloride (LiCl) has been used as a treatment option for those living with bipolar disorder (BD). As a result, many studies have been conducted to examine its mode of action, toxicity, and downstream cellular responses. We know that LiCl is able to affect cell signaling and signaling transduction pathways through protein kinase C and glycogen synthase kinase-3, which are considered to be important in regulating gene expression at the translational level. However, additional downstream effects require further investigation, especially in translation pathway. In yeast, LiCl treatment affects the expression, and thus the activity, of PGM2, a phosphoglucomutase involved in sugar metabolism. Inhibition of PGM2 leads to the accumulation of intermediate metabolites of galactose metabolism causing cell toxicity. However, it is not fully understood how LiCl affects gene expression in this matter. In this study, we identified three genes, NAM7, PUS2, and RPL27B, which increase yeast LiCl sensitivity when deleted. We further demonstrate that NAM7, PUS2, and RPL27B influence translation and exert their activity through the 5'-Untranslated region (5'-UTR) of PGM2 mRNA in yeast.


Subject(s)
Amino Acyl-tRNA Synthetases/metabolism , Antimanic Agents/pharmacology , Lithium Chloride/pharmacology , Protein Biosynthesis/genetics , RNA Helicases/metabolism , Saccharomyces cerevisiae Proteins/metabolism , Saccharomyces cerevisiae/drug effects , Saccharomyces cerevisiae/metabolism , Signal Transduction/drug effects , 5' Untranslated Regions , Amino Acyl-tRNA Synthetases/genetics , Antimanic Agents/therapeutic use , Bipolar Disorder/drug therapy , Bipolar Disorder/metabolism , Gene Expression Regulation/drug effects , Gene Knockout Techniques , Lithium Chloride/therapeutic use , Organisms, Genetically Modified , Phosphoglucomutase/antagonists & inhibitors , Phosphoglucomutase/metabolism , RNA Helicases/genetics , RNA, Messenger/genetics , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae Proteins/genetics , Signal Transduction/genetics
13.
Mediators Inflamm ; 2018: 5906819, 2018.
Article in English | MEDLINE | ID: mdl-30147442

ABSTRACT

Emerging evidence suggests that cellular metabolism plays a critical role in regulating immune activation. Alterations in energy and lipid and amino acid metabolism have been shown to contribute to type I interferon (IFN) responses in macrophages, but the relationship between metabolic reprogramming and the establishment of early antiviral function remains poorly defined. Here, we used transcriptional profiling datasets to develop global metabolic signatures associated with early IFN-α responses in two primary macrophage model systems: mouse bone marrow-derived macrophages (BMM) and human monocyte-derived macrophages (MDM). Short-term stimulation with IFN-α (<4 hours) was associated with significant metabolic rewiring, with >500 metabolic genes altered in mouse and human macrophage models. Pathway and network analysis identified alterations in genes associated with cellular bioenergetics, cellular oxidant status, cAMP/AMP and cGMP/GMP ratios, branched chain amino acid catabolism, cell membrane composition, fatty acid synthesis, and ß-oxidation as key features of early IFN-α responses. These changes may have important implications for initial establishment of antiviral function in these cells.


Subject(s)
Interferon-alpha/pharmacology , Macrophages/drug effects , Macrophages/metabolism , Animals , Cyclic AMP/metabolism , Cyclic GMP/metabolism , Humans , Interferon Type I/pharmacology , Mice , Signal Transduction/drug effects
14.
Theor Appl Genet ; 130(2): 377-390, 2017 Feb.
Article in English | MEDLINE | ID: mdl-27832313

ABSTRACT

KEY MESSAGE: E10 is a new maturity locus in soybean and FT4 is the predicted/potential functional gene underlying the locus. Flowering and maturity time traits play crucial roles in economic soybean production. Early maturity is critical for north and west expansion of soybean in Canada. To date, 11 genes/loci have been identified which control time to flowering and maturity; however, the molecular bases of almost half of them are not yet clear. We have identified a new maturity locus called "E10" located at the end of chromosome Gm08. The gene symbol E10e10 has been approved by the Soybean Genetics Committee. The e10e10 genotype results in 5-10 days earlier maturity than E10E10. A set of presumed E10E10 and e10e10 genotypes was used to identify contrasting SSR and SNP haplotypes. These haplotypes, and their association with maturity, were maintained through five backcross generations. A functional genomics approach using a predicted protein-protein interaction (PPI) approach (Protein-protein Interaction Prediction Engine, PIPE) was used to investigate approximately 75 genes located in the genomic region that SSR and SNP analyses identified as the location of the E10 locus. The PPI analysis identified FT4 as the most likely candidate gene underlying the E10 locus. Sequence analysis of the two FT4 alleles identified three SNPs, in the 5'UTR, 3'UTR and fourth exon in the coding region, which result in differential mRNA structures. Allele-specific markers were developed for this locus and are available for soybean breeders to efficiently develop earlier maturing cultivars using molecular marker assisted breeding.


Subject(s)
Chromosome Mapping , Genetic Loci , Glycine max/genetics , Computational Biology , DNA, Plant/genetics , Genetic Markers , Genotype , Haplotypes , Microsatellite Repeats , Nucleic Acid Conformation , Plant Breeding , Polymorphism, Single Nucleotide , RNA, Messenger/chemistry , Glycine max/physiology
15.
Proc Natl Acad Sci U S A ; 111(40): 14542-7, 2014 Oct 07.
Article in English | MEDLINE | ID: mdl-25253891

ABSTRACT

The highly structured (64% GC) covalently closed circular (CCC) RNA (220 nt) of the virusoid associated with rice yellow mottle virus codes for a 16-kDa highly basic protein using novel modalities for coding, translation, and gene expression. This CCC RNA is the smallest among all known viroids and virusoids and the only one that codes proteins. Its sequence possesses an internal ribosome entry site and is directly translated through two (or three) completely overlapping ORFs (shifting to a new reading frame at the end of each round). The initiation and termination codons overlap UGAUGA (underline highlights the initiation codon AUG within the combined initiation-termination sequence). Termination codons can be ignored to obtain larger read-through proteins. This circular RNA with no noncoding sequences is a unique natural supercompact "nanogenome."


Subject(s)
Gene Expression Regulation, Viral , Open Reading Frames/genetics , Protein Biosynthesis/genetics , RNA, Viral/genetics , RNA/genetics , Amino Acid Sequence , Base Sequence , Blotting, Northern , Blotting, Western , Chromatography, Liquid , Codon, Initiator/genetics , Codon, Terminator/genetics , Genome, Viral/genetics , Molecular Sequence Data , Mutation , Peptides/genetics , Peptides/metabolism , RNA, Circular , Tandem Mass Spectrometry , Viral Proteins/genetics , Viral Proteins/metabolism , Viroids/genetics , Virus Replication/genetics
16.
PLoS Genet ; 10(2): e1004120, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24586182

ABSTRACT

Large-scale proteomic analyses in Escherichia coli have documented the composition and physical relationships of multiprotein complexes, but not their functional organization into biological pathways and processes. Conversely, genetic interaction (GI) screens can provide insights into the biological role(s) of individual gene and higher order associations. Combining the information from both approaches should elucidate how complexes and pathways intersect functionally at a systems level. However, such integrative analysis has been hindered due to the lack of relevant GI data. Here we present a systematic, unbiased, and quantitative synthetic genetic array screen in E. coli describing the genetic dependencies and functional cross-talk among over 600,000 digenic mutant combinations. Combining this epistasis information with putative functional modules derived from previous proteomic data and genomic context-based methods revealed unexpected associations, including new components required for the biogenesis of iron-sulphur and ribosome integrity, and the interplay between molecular chaperones and proteases. We find that functionally-linked genes co-conserved among γ-proteobacteria are far more likely to have correlated GI profiles than genes with divergent patterns of evolution. Overall, examining bacterial GIs in the context of protein complexes provides avenues for a deeper mechanistic understanding of core microbial systems.


Subject(s)
Epistasis, Genetic , Escherichia coli/genetics , Multiprotein Complexes/genetics , Proteomics , Cytoplasm/metabolism , Genome, Bacterial , Humans , Molecular Chaperones/genetics , Molecular Chaperones/metabolism , Multiprotein Complexes/metabolism , Mutation , Oligonucleotide Array Sequence Analysis , Protein Interaction Maps
17.
Bioinformatics ; 31(3): 306-10, 2015 Feb 01.
Article in English | MEDLINE | ID: mdl-25316676

ABSTRACT

MOTIVATION: The model bacterium Escherichia coli is among the best studied prokaryotes, yet nearly half of its proteins are still of unknown biological function. This is despite a wealth of available large-scale physical and genetic interaction data. To address this, we extended the GeneMANIA function prediction web application developed for model eukaryotes to support E.coli. RESULTS: We integrated 48 distinct E.coli functional interaction datasets and used the GeneMANIA algorithm to produce thousands of novel functional predictions and prioritize genes for further functional assays. Our analysis achieved cross-validation performance comparable to that reported for eukaryotic model organisms, and revealed new functions for previously uncharacterized genes in specific bioprocesses, including components required for cell adhesion, iron-sulphur complex assembly and ribosome biogenesis. The GeneMANIA approach for network-based function prediction provides an innovative new tool for probing mechanisms underlying bacterial bioprocesses. CONTACT: gary.bader@utoronto.ca; mohan.babu@uregina.ca SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Subject(s)
Algorithms , Escherichia coli Proteins/metabolism , Escherichia coli/genetics , Gene Regulatory Networks , Software , Phenotype
18.
BMC Bioinformatics ; 15: 383, 2014 Dec 10.
Article in English | MEDLINE | ID: mdl-25492630

ABSTRACT

BACKGROUND: Our knowledge of global protein-protein interaction (PPI) networks in complex organisms such as humans is hindered by technical limitations of current methods. RESULTS: On the basis of short co-occurring polypeptide regions, we developed a tool called MP-PIPE capable of predicting a global human PPI network within 3 months. With a recall of 23% at a precision of 82.1%, we predicted 172,132 putative PPIs. We demonstrate the usefulness of these predictions through a range of experiments. CONCLUSIONS: The speed and accuracy associated with MP-PIPE can make this a potential tool to study individual human PPI networks (from genomic sequences alone) for personalized medicine.


Subject(s)
Computational Biology/methods , Genome, Human , Protein Interaction Mapping/methods , Proteins/metabolism , Proteome/analysis , Software , Humans
19.
PLoS Genet ; 7(11): e1002377, 2011 Nov.
Article in English | MEDLINE | ID: mdl-22125496

ABSTRACT

As the interface between a microbe and its environment, the bacterial cell envelope has broad biological and clinical significance. While numerous biosynthesis genes and pathways have been identified and studied in isolation, how these intersect functionally to ensure envelope integrity during adaptive responses to environmental challenge remains unclear. To this end, we performed high-density synthetic genetic screens to generate quantitative functional association maps encompassing virtually the entire cell envelope biosynthetic machinery of Escherichia coli under both auxotrophic (rich medium) and prototrophic (minimal medium) culture conditions. The differential patterns of genetic interactions detected among > 235,000 digenic mutant combinations tested reveal unexpected condition-specific functional crosstalk and genetic backup mechanisms that ensure stress-resistant envelope assembly and maintenance. These networks also provide insights into the global systems connectivity and dynamic functional reorganization of a universal bacterial structure that is both broadly conserved among eubacteria (including pathogens) and an important target.


Subject(s)
Cell Membrane/genetics , Epistasis, Genetic/genetics , Escherichia coli/genetics , Escherichia coli/metabolism , Membrane Proteins/genetics , Microtubule-Associated Proteins/genetics , Culture Media , Drug Resistance/genetics , Escherichia coli/growth & development , Gene Expression Regulation, Bacterial , Gene-Environment Interaction , Membrane Proteins/metabolism , Metabolic Networks and Pathways/genetics , Microscopy, Electron , Microtubule-Associated Proteins/metabolism , Molecular Sequence Annotation , Oligonucleotide Array Sequence Analysis
20.
Biology (Basel) ; 13(3)2024 Feb 22.
Article in English | MEDLINE | ID: mdl-38534408

ABSTRACT

Maintaining translation fidelity is a critical step within the process of gene expression. It requires the involvement of numerous regulatory elements to ensure the synthesis of functional proteins. The efficient termination of protein synthesis can play a crucial role in preserving this fidelity. Here, we report on investigating a protein of unknown function, YNR069C (also known as BSC5), for its activity in the process of translation. We observed a significant increase in the bypass of premature stop codons upon the deletion of YNR069C. Interestingly, the genomic arrangement of this ORF suggests a compatible mode of expression reliant on translational readthrough, incorporating the neighboring open reading frame. We also showed that the deletion of YNR069C results in an increase in the rate of translation. Based on our results, we propose that YNR069C may play a role in translation fidelity, impacting the overall quantity and quality of translation. Our genetic interaction analysis supports our hypothesis, associating the role of YNR069C to the regulation of protein synthesis.

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