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Results for “Bioinformatics analysis”

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At least 613 records · Page 34Linked to original sources

PubMed2002

Immunity as a function of the unicellular state: implications of emerging genomic data.

Instead of being greeted as supporting the growing corpus of immunological theory, recent advances in the bioinformatic analysis of genomes have often surprised the discoverers and failed to attract the attention of immunologists. In fact, the view that multicellular immune systems are adaptations of already highly evolved unicellular immune systems that are capable of self/not-self discrimination can assist our comprehension of phenomena, such as 'junk' DNA, genetic polymorphism and the ubiquity of repetitive elements. For instance, the 'hidden transcriptome', revealed by run-on transcription of genes or repetitive elements, contains a diverse repertoire of RNA 'immune receptors' with the potential to form double-stranded RNA with viral RNA 'antigens', thus triggering intracellular alarms.

Alu Elements↗

PubMed2025

Discovery of Isonitrile Lipopeptide Chalkophores from Pathogenic Mycobacteria.

The virulence-associated isonitrile lipopeptide (INLP) biosynthetic gene cluster is conserved across Mycobacterium tuberculosis and many nontuberculous mycobacteria (NTM) pathogens, yet the corresponding mycobacterial metabolites have not been fully characterized, and their biological functions are still debated. Here, we report a precursor neutral loss chromatography based mass spectrometry strategy that enables the targeted discovery of INLPs from Mycobacterium fortuitum, a fast-growing NTM pathogen. By monitoring a characteristic neutral loss of 27.1 Da corresponding to hydrogen cyanide, we identified a family of INLPs directly from bacterial culture extracts. Structural elucidation of a representative compound using NMR and high-resolution MS revealed a distinctive terminal methylated carboxyl group, contrasting with previously reported INLPs bearing linear alcohol, acetal, or cyclic motifs. Bioinformatic analysis and in vitro enzymatic assays identified a methyltransferase encoded within the INLP BGC responsible for methyl ester formation. Furthermore, metal-binding assays demonstrated selective chelation of Cu(I) and Cu(II) by the isolated INLP, but no detectable interaction with Zn(II), suggesting a role in copper homeostasis. These findings represent the first full structural characterization of an INLP from pathogenic mycobacteria, expand our understanding of the enzymes involved in INLP modification, and unequivocally support the copper-binding activity of INLPs from these pathogens.

Lipopeptides↗

PubMed2026

Comprehensive Landscape of Post-Translational Modification Alterations in Nephrolithiasis Revealing Activation of Multiple Cell Death Pathways.

Nephrolithiasis is a common urinary disorder characterized by high prevalence and recurrence, but the molecular mechanisms underlying calcium oxalate (CaOx)-crystal-induced renal injury remain incompletely understood. We applied integrated proteomic, phosphoproteomic, acetylomic, and lactylomic analyses to kidney tissues from a mouse model of CaOx nephrolithiasis followed by bioinformatic analysis and experimental validation. We identified 658 differentially expressed proteins, 735 differential phosphorylation sites, 335 differential acetylation sites, and 113 differential lactylation sites. Functional enrichment indicated immune activation, fibrotic remodeling, and alterations in PI3K-Akt, NOD-like receptor, p53, and Toll-like receptor signaling together with changes in fatty acid degradation, the tricarboxylic acid cycle, and glycolysis. Kinase activity prediction suggested the relative activation of multiple cyclin-dependent kinases. Proteins associated with ferroptosis, autophagy, necroptosis, and pyroptosis, including ACSL4, BNIP3, RIPK3, and GSDMD, showed coordinated abundance and modification changes. Several candidate sites, including MTOR_S1849, GCLM_K94, GCLM_S59, and GSS_K172, were also dysregulated. These data provide a multiomics resource for CaOx nephrolithiasis and identify candidate PTM events and regulatory pathways for future mechanistic validation.

Animals↗

PubMed2026

Discovery of Glycosylated β-Amino Acid-Containing Macrolactams from Nonomuraea sp. 0L2P via Genome Mining.

β-Amino acid-containing macrolactams (β-AACMs) are a class of bioactive natural products characterized by nitrogen-containing starter units within polyketide-derived macrocycles. Here, we report four previously undescribed macrolactams, gruelactams A-D (1-4), from Nonomuraea sp. 0L2P, discovered through an integrated approach combining genome mining, 15N-labeling, and antibacterial screening. Their planar structures were elucidated by comprehensive spectroscopic analyses, including 1D and 2D NMR and HRESI-MS, and their configurations were partially assigned based on ROESY data and bioinformatic analysis. Genome sequencing and antiSMASH analysis identified a putative type I polyketide synthase (PKS) biosynthetic gene cluster, enabling the proposal of a biosynthetic pathway. Bioactivity assays showed that gruelactam D (4) exhibits antibacterial activity against Bacillus cereus and Staphylococcus aureus, with MIC values of 8 and 16 μg/mL, respectively. These findings expand the chemical diversity of β-AACMs and demonstrate the utility of genome-guided approaches for discovering bioactive natural products from rare actinomycetes.

Anti-Bacterial Agents↗

PubMed2026

An Acetyltransferase Conferring Self-Resistance of the Producer to Lasso Peptide Antibiotic Lariocidin.

The soil microbiome, a reservoir of antibiotic-producing bacteria, also harbors resistance determinants encoded within antibiotic biosynthetic gene clusters (BGCs). Studying self-resistance mechanisms, which have evolved in producers to protect against their own toxic metabolites, provides critical insights into the evolution of resistance and the potential vulnerabilities of new antibiotics and can facilitate the production of natural products in heterologous hosts. Here, we describe the self-resistance mechanism to lariocidin (LAR), a recently discovered lasso peptide antibiotic that inhibits the ribosomal machinery and exhibits antibacterial activity against key pathogens. We identified and characterized an N-acetyltransferase enzyme (LrcE) encoded within the LAR BGC that mediates self-resistance in LAR-producing Paenibacillus sp. M2. LrcE is a member of the GCN5-related N-acetyltransferase (GNAT) superfamily and performs site-specific acetylation of LAR at a critical lysine residue. This modification disrupts ribosomal binding, thereby reducing LAR's antibacterial activity. Using in silico modeling, we predicted a conserved acetyl-CoA-binding motif and an LAR-binding region on LrcE. Bioinformatic analysis revealed LrcE homologues in environmental but not clinically relevant pathogens, suggesting a limited risk of horizontal gene transfer and, therefore, supporting the further development of LAR as a next-generation antibiotic.

Anti-Bacterial Agents↗

PubMed2004

Identification and characterization of a novel RNA binding protein that associates with the 5'-untranslated region of the chloroplast psbA mRNA.

Binding of proteins to chloroplast-encoded mRNAs has been shown to be an essential part of chloroplast gene expression. Four nuclear-encoded proteins (38, 47, 55, and 60 kDa) have been identified that bind to the 5'-untranslated region of the Chlamydomonas reinhardtii psbA mRNA with high affinity and specificity. We have cloned a cDNA that represents the 38 kDa protein (RB38) and show that it encodes a novel RNA binding protein that is primarily localized within the chloroplast stroma. RB38 contains four 70 amino acid repeats with a high percentage of basic amino acids, as well as an amino-terminal extension predicted to act as a chloroplast import sequence. We demonstrate that the 38 kDa precursor protein is imported into isolated chloroplasts and interacts with high specificity to uridine-rich regions within the 5'-untranslated region of the psbA mRNA. While database searches have identified hypothetical proteins from several other eukaryotic species with high sequence similarity to the deduced amino acid sequence of RB38, no proteins with homology to RB38 have been biochemically characterized. Bioinformatic analysis of the RB38 sequence, together with structure analysis using circular dichroism and protein modeling, suggests that the 70 amino acid repeats within RB38 are similar in fold to previously identified RNA binding motifs, despite limited sequence homology.

5' Untranslated Regions↗

PubMed2004

Alpha-glucan recognition by a new family of carbohydrate-binding modules found primarily in bacterial pathogens.

TmPul13, a family 13 glycoside hydrolase from Thermotoga maritima, is a four-module protein having pullulanase activity; the three N-terminal modules are of unknown function while the large C-terminal module is likely the catalytic module. Dissection of the functions of the three unknown modules revealed that the 100 amino acid module at the extreme N-terminus of TmPul13 comprises a new family of carbohydrate-binding modules (CBM) that a bioinformatic analysis shows are most frequently found in pullulanase-like sequences from bacterial pathogens. Detailed binding studies of this isolated CBM, here called TmCBM41, reveals a preference for alpha-(1,4)-linked glucans, but occasional alpha-(1,6)-linked glucose residues, such as those found in pullulan, are tolerated. UV difference, isothermal titration calorimetry, and analytical ultracentrifugation binding studies suggest that maltooligosaccharides longer than four glucose residues are able to bind two TmCBM41 molecules per oligosaccharide when sugar concentrations are below the CBM concentration. This is explained in terms of an equilibrium expression involving the formation of both a 1 to 1 sugar to CBM complex and a 1 to 2 sugar to CBM complex (i.e., a CBM dimer ligated by an oligosaccharide). The presence of an alpha-(1-6) linkage in the oligosaccharide appears to prevent this phenomenon.

Amino Acid Motifs↗

PubMed2004

Isolation and characterization of the human tRNA-(N1G37) methyltransferase (TRM5) and comparison to the Escherichia coli TrmD protein.

A human TRM5 cDNA has been cloned and recombinant tRNA-N(1)G37 methyltransferase was produced. The recombinant enzyme methylates the N1 position of guanosine 37 (G37) in selected tRNA transcripts utilizing S-adenosyl methionine. The effects of RNA sequence and structure on the methylation reaction in comparison between the Escherichia coli TrmD and human TRM5 recombinant enzymes are presented. G37-methylation by TRM5 occurs regardless of the nature of the nucleotide at position 36. TRM5 also methylates inosine at position 37 unlike TrmD, which recognizes the G36pG37 motif preferentially and does not methylate inosine. New evidence is presented concerning TrmD showing that with some tRNA species, A at position 36 is also recognized. The TRM5 enzyme is sensitive to subtle changes in the tRNA-protein tertiary interaction leading to loss of activity. The TrmD enzyme is more tolerant of alterations in tRNA-protein tertiary interactions as long as the core tRNA structure and the G36pG37 are present. The TRM5 enzyme does not have an absolute requirement for magnesium ions, whereas TrmD requires magnesium to express activity. TRM5 demonstrates much higher affinity for substrates with K(m) values for tRNA that are nanomolar. TrmD has K(m) values for tRNA in the micromolar range. Recombinant TRM5 appears to function as a 60 772 Da monomer, while recombinant TrmD functions as a homodimer of 30 586 Da subunits. Bioinformatic analysis of the human TRM5 genomic locus (KIAA1393) have identified TRM5 homologues in eukaryotes and archaea; however, no significantly homologous regions were identified in any prokaryotes including the TrmD gene.

Base Sequence↗

PubMed2006

Structural requirements for proinflammatory activity of porin P2 Loop 7 from Haemophilus influenzae.

Haemophilus influenzae type b (Hib) is one of the leading causes of invasive bacterial infection in young children, characterized by inflammation mainly mediated by cytokines and chemokines. One of the most abundant components of the Hib outer membrane is the P2 porin, which has been shown to induce the release of several inflammatory cytokines. Synthetic peptides corresponding to loops L5, L6, and L7 activate JNK and p38 mitogen-activated protein kinase (MAPK) pathways, L7 being the most active peptide. Therefore, sequence-activity relationships and key residues were identified by elongating sequence to different extents, designing cyclic peptides, and performing an alanine scan of L7. The ability of mutant peptides to induce activation of signal transduction pathways and release of TNF-alpha and IL-6 has been determined, and, in conjunction with CD spectra, bioinformatics analysis, and molecular dynamics data, showed that 6 out of 8 amino acids contribute significantly to the overall activity. Molecular dynamics showed that L7 modifications increased loop rigidity and helicity after Gly6 mutation, thus, providing a possible structural explanation for observed loss of bioactivity. This work provides insights into essential molecular details of P2 that may impact on the pathogenesis of Hib infections where interruption of the signaling cascade could represent an attractive therapeutic strategy.

Amino Acid Motifs↗

PubMed2007

Cytochrome c(2) Exit Strategy: Dissociation Studies and Evolutionary Implications.

Small, water-soluble, type c cytochromes form a transient network connecting major bioenergetic membrane protein complexes in both photosynthesis and respiration. In the photosynthesis cycle of Rhodobacter sphaeroides, cytochrome c2 (cyt c2) docks to the reaction center (RC), undergoes electron transfer, and exits for the cytochrome bc1 complex. Translations of cyt c2 about the RC-cyt c2 docking interface and surrounding membrane reveal possible exit pathways. A pathway at a minimal elevation allowed by the architecture of the RC is analyzed using both an all-atom steered molecular dynamics simulation of the RC-cyt c2 complex and a bioinformatic analysis of the structures and sequences of cyt c. The structure-based phylogenetic analysis allows for the identification of structural elements that have evolved to satisfy the requirements of having multiple functional partners. The patterns of evolutionary variation obtained from the phylogenetic analysis of both docking partners of cyt c2 reveal conservation of key residues involved in the interaction interfaces that would be candidates for further experimental studies. Additionally, using the molecular mechanics Poisson-Boltzmann surface area method we calculate that the binding free energy of reduced cyt c2 to the RC is nearly 6 kcal/mol more favorable than with oxidized cyt c2. The redox-dependent variations lead to changes in structural flexibility, behavior of the interfacial water molecules, and eventually changes in the binding free energy of the complex.

Amino Acid Sequence↗

PubMedDate not supplied

Assessing the impact of alternative splicing on domain interactions in the human proteome.

We have constructed a database of alternatively spliced protein forms (ASP), consisting of 13,384 protein isoform sequences of 4422 human genes (www.bioinformatics.ucla.edu/ASP). We identified fifty protein domain types that were selectively removed by alternative splicing at much higher frequencies than average (p-value < 0.01). These include many well-known protein-interaction domains (e.g., KRAB; ankyrin repeats; Kelch) including some that have been previously shown to be regulated functionally by alternative splicing (e.g., collagen domain). We present a number of novel examples (Kruppel transcription factors; Pbx2; Enc1) from the ASP database, illustrating how this pattern of alternative splicing changes the structure of a biological pathway, by redirecting protein interaction networks at key switch points. Our bioinformatics analysis indicates that a major impact of alternative splicing is removal of protein-protein interaction domains that mediate key linkages in protein interaction networks. ASP expands the available dataset of human alternatively spliced protein forms from 1989 human genes (SwissProt release 42) to 5413 (nonredundant set, ASP + SwissProt), a nearly 3-fold increase. ASP will enhance the existing pool of protein sequences that are searched by mass spectroscopy software during the identification of peptide fragments.

Alternative Splicing↗

PubMed2003

Cloning and characterization of the human IFT20 gene.

Intraflagellar transport (IFT), in which molecular motors and IFT particle proteins participate, is very important in assembling and maintaining many cilia/flagella, such as the motile cilia that drive the swimming of cells and embryos, the nodal cilia that generate left-right asymmetry in vertebrate embryos, and the sensory cilia that detect sensory stimuli in some animals. Here we report the molecular cloning and characterization of a novel human cDNA that is 1060 base pair in length, encoding a putative protein of 158 amino acid residues which shares high homology to Mus musculus intraflagellar transport protein mIFT20 (Accession number AAL99202, identity 82.3%, similarity 82.9%) at protein level. Bioinformatics analysis revealed that the gene is composed of 6 exons and is located on human chromosome 17p 11.1. RT-PCR showed that this gene is expressed in human brain, lung, kidney and pancreas, and lower expression were also detected in human placenta, liver, thymus, prostate and testis.

Amino Acid Sequence↗

PubMed2001

A 5-bp deletion in ELOVL4 is associated with two related forms of autosomal dominant macular dystrophy.

Stargardt-like macular dystrophy (STGD3, MIM 600110) and autosomal dominant macular dystrophy (adMD) are inherited forms of macular degeneration characterized by decreased visual acuity, macular atrophy and extensive fundus flecks. Genetic mapping data suggest that mutations in a single gene may be responsible for both conditions, already known to bear clinical resemblance. Here we limit the minimum genetic region for STGD3 and adMD to a 0.6-cM interval by recombination breakpoint mapping and identify a single 5-bp deletion within the protein-coding region of a new retinal photoreceptor-specific gene, ELOVL4, in all affected members of STGD3 and adMD families. Bioinformatic analysis of ELOVL4 revealed that it has homology to a group of yeast proteins that function in the biosynthesis of very long chain fatty acids. Our results are therefore the first to implicate the biosynthesis of fatty acids in the pathogenesis of inherited macular degeneration.

Amino Acid Sequence↗

PubMed2005

The importance of sequence diversity in the aggregation and evolution of proteins.

Incorrect folding of proteins, leading to aggregation and amyloid formation, is associated with a group of highly debilitating medical conditions including Alzheimer's disease and late-onset diabetes. The issue of how unwanted protein association is normally avoided in a living system is particularly significant in the context of the evolution of multidomain proteins, which account for over 70% of all eukaryotic proteins, where the effective local protein concentration in the vicinity of each domain is very high. Here we describe the aggregation kinetics of multidomain protein constructs of immunoglobulin domains and the ability of different homologous domains to aggregate together. We show that aggregation of these proteins is a specific process and that the efficiency of coaggregation between different domains decreases markedly with decreasing sequence identity. Thus, whereas immunoglobulin domains with more than about 70% identity are highly prone to coaggregation, those with less than 30-40% sequence identity do not detectably interact. A bioinformatics analysis of consecutive homologous domains in large multidomain proteins shows that such domains almost exclusively have sequence identities of less than 40%, in other words below the level at which coaggregation is likely to be efficient. We propose that such low sequence identities could have a crucial and general role in safeguarding proteins against misfolding and aggregation.

Amyloid↗

PubMed2005

Silencing of microRNAs in vivo with 'antagomirs'.

MicroRNAs (miRNAs) are an abundant class of non-coding RNAs that are believed to be important in many biological processes through regulation of gene expression. The precise molecular function of miRNAs in mammals is largely unknown and a better understanding will require loss-of-function studies in vivo. Here we show that a novel class of chemically engineered oligonucleotides, termed 'antagomirs', are efficient and specific silencers of endogenous miRNAs in mice. Intravenous administration of antagomirs against miR-16, miR-122, miR-192 and miR-194 resulted in a marked reduction of corresponding miRNA levels in liver, lung, kidney, heart, intestine, fat, skin, bone marrow, muscle, ovaries and adrenals. The silencing of endogenous miRNAs by this novel method is specific, efficient and long-lasting. The biological significance of silencing miRNAs with the use of antagomirs was studied for miR-122, an abundant liver-specific miRNA. Gene expression and bioinformatic analysis of messenger RNA from antagomir-treated animals revealed that the 3' untranslated regions of upregulated genes are strongly enriched in miR-122 recognition motifs, whereas downregulated genes are depleted in these motifs. Analysis of the functional annotation of downregulated genes specifically predicted that cholesterol biosynthesis genes would be affected by miR-122, and plasma cholesterol measurements showed reduced levels in antagomir-122-treated mice. Our findings show that antagomirs are powerful tools to silence specific miRNAs in vivo and may represent a therapeutic strategy for silencing miRNAs in disease.

3' Untranslated Regions↗

PubMed2003

Characterization of the human heart mitochondrial proteome.

To gain a better understanding of the critical role of mitochondria in cell function, we have compiled an extensive catalogue of the mitochondrial proteome using highly purified mitochondria from normal human heart tissue. Sucrose gradient centrifugation was employed to partially resolve protein complexes whose individual protein components were separated by one-dimensional PAGE. Total in-gel processing and subsequent detection by mass spectrometry and rigorous bioinformatic analysis yielded a total of 615 distinct protein identifications. All protein pI values, molecular weight ranges, and hydrophobicities were represented. The coverage of the known subunits of the oxidative phosphorylation machinery within the inner mitochondrial membrane was >90%. A significant proportion of identified proteins are involved in signaling, RNA, DNA, and protein synthesis, ion transport, and lipid metabolism. The biochemical roles of 19% of the identified proteins have not been defined. This database of proteins provides a comprehensive resource for the discovery of novel mitochondrial functions and pathways.

Adolescent↗

PubMed2004

Identification of amino acid residues crucial for chemokine receptor dimerization.

Chemokines coordinate leukocyte trafficking by promoting oligomerization and signaling by G protein-coupled receptors; however, it is not known which amino acid residues of the receptors participate in this process. Bioinformatic analysis predicted that Ile52 in transmembrane region-1 (TM1) and Val150 in TM4 of the chemokine receptor CCR5 are key residues in the interaction surface between CCR5 molecules. Mutation of these residues generated nonfunctional receptors that could not dimerize or trigger signaling. In vitro and in vivo studies in human cell lines and primary T cells showed that synthetic peptides containing these residues blocked responses induced by the CCR5 ligand CCL5. Fluorescence resonance energy transfer showed the presence of preformed, ligand-stabilized chemokine receptor oligomers. This is the first description of the residues involved in chemokine receptor dimerization, and indicates a potential target for the modification of chemokine responses.

Amino Acids↗

PubMed2006

More than just 'doing the math'.

Two new articles show how computational tools continue to move beyond mere sequence-based bioinformatic analysis into more advanced arenas of prediction, deduction and network building.

Animals↗