ABSTRACT
The development of stabilized recombinant HIV envelope trimers that mimic the virion surface molecule has increased enthusiasm for a neutralizing antibody (nAb)-based HIV vaccine. However, there is limited experience with recombinant trimers as immunogens in nonhuman primates, which are typically used as a model for humans. Here, we tested multiple immunogens and immunization strategies head-to-head to determine their impact on the quantity, quality, and kinetics of autologous tier 2 nAb development. A bilateral, adjuvanted, subcutaneous immunization protocol induced reproducible tier 2 nAb responses after only two immunizations 8 weeks apart, and these were further enhanced by a third immunization with BG505 SOSIP trimer. We identified immunogens that minimized non-neutralizing V3 responses and demonstrated that continuous immunogen delivery could enhance nAb responses. nAb responses were strongly associated with germinal center reactions, as assessed by lymph node fine needle aspiration. This study provides a framework for preclinical and clinical vaccine studies targeting nAb elicitation.
Subject(s)
AIDS Vaccines/immunology , Antibodies, Neutralizing/therapeutic use , Germinal Center/immunology , HIV Antibodies/therapeutic use , HIV Infections/therapy , HIV-1/immunology , Animals , Cells, Cultured , Epitopes, B-Lymphocyte/chemistry , Epitopes, B-Lymphocyte/immunology , Germinal Center/virology , HIV Infections/immunology , Humans , Immunization , Injections, Subcutaneous , Primates , Protein Multimerization , env Gene Products, Human Immunodeficiency Virus/chemistry , env Gene Products, Human Immunodeficiency Virus/immunologyABSTRACT
The ribonuclease A family of proteins is well studied from the biochemical and biophysical points of view, but its evolutionary origins are obscure, as no sequences homologous to this family have been reported outside of vertebrates. Recently, the spatial structure of the ribonuclease domain from a bacterial polymorphic toxin was shown to be closely similar to the structure of vertebrate ribonuclease A. The absence of sequence similarity between the two structures prompted a speculation of convergent evolution of bacterial and vertebrate ribonuclease A-like enzymes. We show that bacterial and homologous archaeal polymorphic toxin ribonucleases with a known or predicted ribonuclease A-like fold are distant homologs of the ribonucleases from the EndoU family, found in all domains of cellular life and in viruses. We also detected a homolog of vertebrate ribonucleases A in the transcriptome assembly of the sea urchin Mesocentrotus franciscanus These observations argue for the common ancestry of prokaryotic ribonuclease A-like and ubiquitous EndoU-like ribonucleases, and suggest a better-grounded scenario for the origin of animal ribonucleases A, which could have emerged in the deuterostome lineage, either by an extensive modification of a copy of an EndoU gene, or, more likely, by a horizontal acquisition of a prokaryotic immunity-mediating ribonuclease gene.
Subject(s)
Bacterial Toxins/genetics , Ribonuclease, Pancreatic/genetics , Amino Acid Sequence , Animals , Archaea/genetics , Bacteria/genetics , Evolution, Molecular , Phylogeny , Sequence Alignment , Vertebrates/geneticsABSTRACT
Skeletal muscle is a highly plastic organ regulating various processes in the body. As such, loss of skeletal muscle underlies the increased morbidity and mortality risk that is associated with numerous conditions. However, no therapies are available to combat the loss of muscle mass during atrophic conditions, which is due in part to the incomplete understanding of the molecular networks altered by anabolic and catabolic stimuli. Thus, the current objective was to identify novel gene networks modulated by such stimuli. For this, total RNA from the tibialis anterior muscle of mice that were fasted overnight or fasted overnight and refed the next morning was subjected to microarray analysis. The refeeding stimulus altered the expression of genes associated with signal transduction. Specifically, expression of alpha arrestin domain containing 2 (Arrdc2) and alpha arrestin domain containing 3 (Arrdc3) was significantly lowered 70-85% by refeeding. Subsequent analysis showed that expression of these genes was also lowered 50-75% by mechanical overload, with the combination of nutrients and mechanical overload acting synergistically to lower Arrdc2 and Arrdc3 expression. On the converse, stimuli that suppress growth such as testosterone depletion or acute aerobic exercise increased Arrdc2 and Arrdc3 expression in skeletal muscle. While Arrdc2 and Arrdc3 exhibited divergent changes in expression following anabolic or catabolic stimuli, no other member of the Arrdc family of genes exhibited the consistent change in expression across the analyzed conditions. Thus, Arrdc2 and Arrdc3 are a novel set of genes that may be implicated in the regulation of skeletal muscle mass.
Subject(s)
Anabolic Agents/metabolism , Arrestins/genetics , Gene Expression/genetics , Metabolism/genetics , Muscle, Skeletal/metabolism , beta-Arrestin 1/genetics , Animals , Fasting/metabolism , Male , Mice , Mice, Inbred C57BL , Signal Transduction/geneticsABSTRACT
The effects of exercise training on the skeletal muscle (SKM) lipidome and mitochondrial function have not been thoroughly explored in individuals with Type 2 diabetes (T2D). We hypothesize that 10 wk of supervised endurance training improves SKM mitochondrial function and insulin sensitivity that are related to alterations in lipid signatures within SKM of T2D (males n = 8). We employed integrated multi-omics data analyses including ex vivo lipidomics (MS/MS-shotgun) and transcriptomics (RNA-Seq). From biopsies of SKM, tissue and primary myotubes mitochondrial respiration were quantified by high-resolution respirometry. We also performed hyperinsulinemic-euglycemic clamps and blood draws before and after the training. The lipidomics analysis revealed that endurance training (>95% compliance) increased monolysocardiolipin by 68.2% (P ≤ 0.03), a putative marker of mitochondrial remodeling, and reduced total sphingomyelin by 44.8% (P ≤ 0.05) and phosphatidylserine by 39.7% (P ≤ 0.04) and tended to reduce ceramide lipid content by 19.8%. Endurance training also improved intrinsic mitochondrial respiration in SKM of T2D without alterations in mitochondrial DNA copy number or cardiolipin content. RNA-Seq revealed 71 transcripts in SKM of T2D that were differentially regulated. Insulin sensitivity was unaffected, and HbA1c levels moderately increased by 7.3% despite an improvement in cardiorespiratory fitness (VÌo2peak) following the training intervention. In summary, endurance training improves intrinsic and cell-autonomous SKM mitochondrial function and modifies lipid composition in men with T2D independently of alterations in insulin sensitivity and glycemic control.
Subject(s)
Cell Respiration/physiology , Diabetes Mellitus, Type 2/metabolism , Diabetes Mellitus, Type 2/therapy , Endurance Training , Mitochondria, Muscle/metabolism , Muscle, Skeletal/metabolism , Phospholipids/analysis , Diabetes Mellitus, Type 2/blood , Glycated Hemoglobin/analysis , Humans , Insulin Resistance/physiology , Lipidomics/methods , Male , Middle Aged , Phospholipids/metabolism , TranscriptomeABSTRACT
Androgen depletion in humans leads to significant atrophy of the limb muscles. However, the pathways by which androgens regulate limb muscle mass are unclear. Our laboratory previously showed that mitochondrial degradation was related to the induction of autophagy and the degree of muscle atrophy following androgen depletion, implying that decreased mitochondrial quality contributes to muscle atrophy. To increase our understanding of androgen-sensitive pathways regulating decreased mitochondrial quality, total RNA from the tibialis anterior of sham and castrated mice was subjected to microarray analysis. Using this unbiased approach, we identified significant changes in the expression of genes that compose the core molecular clock. To assess the extent to which androgen depletion altered the limb muscle clock, the tibialis anterior muscles from sham and castrated mice were harvested every 4 h throughout a diurnal cycle. The circadian expression patterns of various core clock genes and known clock-controlled genes were disrupted by castration, with most genes exhibiting an overall reduction in phase amplitude. Given that the core clock regulates mitochondrial quality, disruption of the clock coincided with changes in the expression of genes involved with mitochondrial quality control, suggesting a novel mechanism by which androgens may regulate mitochondrial quality. These events coincided with an overall increase in mitochondrial degradation in the muscle of castrated mice and an increase in markers of global autophagy-mediated protein breakdown. In all, these data are consistent with a novel conceptual model linking androgen depletion-induced limb muscle atrophy to reduced mitochondrial quality control via disruption of the molecular clock.
Subject(s)
Androgens/physiology , Circadian Rhythm Signaling Peptides and Proteins/genetics , Extremities/physiology , Mitochondria, Muscle/drug effects , Mitochondria, Muscle/metabolism , Muscle, Skeletal/drug effects , Muscle, Skeletal/metabolism , Animals , Atrophy , Autophagy , Body Weight , Extremities/pathology , Male , Mice , Mice, Inbred C57BL , Mitophagy , Muscle, Skeletal/pathology , Orchiectomy , Testosterone/physiology , Tibia/anatomy & histology , Tibia/growth & developmentABSTRACT
The metabolic stress placed on skeletal muscle by aerobic exercise promotes acute and long-term health benefits in part through changes in gene expression. However, the transducers that mediate altered gene expression signatures have not been completely elucidated. Regulated in development and DNA damage 1 (REDD1) is a stress-induced protein whose expression is transiently increased in skeletal muscle following acute aerobic exercise. However, the role of this induction remains unclear. Because REDD1 altered gene expression in other model systems, we sought to determine whether REDD1 induction following acute exercise altered the gene expression signature in muscle. To do this, wild-type and REDD1-null mice were randomized to remain sedentary or undergo a bout of acute treadmill exercise. Exercised mice recovered for 1, 3, or 6 h before euthanization. Acute exercise induced a transient increase in REDD1 protein expression within the plantaris only at 1 h postexercise, and the induction occurred in both cytosolic and nuclear fractions. At this time point, global changes in gene expression were surveyed using microarray. REDD1 induction was required for the exercise-induced change in expression of 24 genes. Validation by RT-PCR confirmed that the exercise-mediated changes in genes related to exercise capacity, muscle protein metabolism, neuromuscular junction remodeling, and Metformin action were negated in REDD1-null mice. Finally, the exercise-mediated induction of REDD1 was partially dependent upon glucocorticoid receptor activation. In all, these data show that REDD1 induction regulates the exercise-mediated change in a distinct set of genes within skeletal muscle.
Subject(s)
Muscle, Skeletal/metabolism , Physical Conditioning, Animal/physiology , Transcription Factors/genetics , Transcription Factors/physiology , Aerobiosis , Animals , Cell Nucleus/metabolism , Corticosterone/blood , Cytosol/metabolism , Gene Expression Regulation/genetics , Gene Expression Regulation/physiology , Hypoglycemic Agents/pharmacology , Male , Mechanistic Target of Rapamycin Complex 1/physiology , Metformin/pharmacology , Mice , Mice, Inbred C57BL , Mice, Knockout , Microarray Analysis , Muscle Fatigue , Receptors, Glucocorticoid/metabolismABSTRACT
Genomic sequencing and structural genomics produced a vast amount of sequence and structural data, creating an opportunity for structure-function analysis in silico [Radivojac P, et al. (2013) Nat Methods 10(3):221-227]. Unfortunately, only a few large experimental datasets exist to serve as benchmarks for function-related predictions. Furthermore, currently there are no reliable means to predict the extent of functional similarity among proteins. Here, we quantify structure-function relationships among three phylogenetic branches of the matrix metalloproteinase (MMP) family by comparing their cleavage efficiencies toward an extended set of phage peptide substrates that were selected from â¼ 64 million peptide sequences (i.e., a large unbiased representation of substrate space). The observed second-order rate constants [k(obs)] across the substrate space provide a distance measure of functional similarity among the MMPs. These functional distances directly correlate with MMP phylogenetic distance. There is also a remarkable and near-perfect correlation between the MMP substrate preference and sequence identity of 50-57 discontinuous residues surrounding the catalytic groove. We conclude that these residues represent the specificity-determining positions (SDPs) that allowed for the expansion of MMP proteolytic function during evolution. A transmutation of only a few selected SDPs proximal to the bound substrate peptide, and contributing the most to selectivity among the MMPs, is sufficient to enact a global change in the substrate preference of one MMP to that of another, indicating the potential for the rational and focused redesign of cleavage specificity in MMPs.
Subject(s)
Catalytic Domain , Matrix Metalloproteinases/chemistry , Matrix Metalloproteinases/metabolism , Peptides/metabolism , Algorithms , Amino Acid Sequence , Binding Sites/genetics , Biocatalysis , Humans , Kinetics , Matrix Metalloproteinases/genetics , Models, Molecular , Molecular Sequence Data , Mutation , Phylogeny , Proteolysis , Sequence Homology, Amino Acid , Substrate SpecificityABSTRACT
Nearly 50 congenital disorders of glycosylation (CDG) are known, but many patients biochemically diagnosed with CDG do not have mutations in known genes. Here, we describe a 16-year-old male who was born with microcephaly, developed intellectual disability, gastroesophageal reflux and a seizure disorder. We identified a de novo variant in the X-linked SSR4 gene which encodes a protein of the heterotetrameric translocon-associated protein (TRAP) complex. The c.316delT causes a p.F106Sfs*53 in SSR4 and also reduces expression of other TRAP complex proteins. The glycosylation marker Glyc-ER-GFP was used to confirm the underglycosylation in fibroblasts from the patient. Overexpression of the wild-type SSR4 allele partially restores glycosylation of the marker and of the other members of the TRAP complex. This is the first evidence that the TRAP complex, which binds to the oligosaccharyltransferase complex, is directly involved in N-glycosylation.
Subject(s)
Calcium-Binding Proteins/genetics , Congenital Disorders of Glycosylation/genetics , Membrane Glycoproteins/genetics , Point Mutation , Receptors, Cytoplasmic and Nuclear/genetics , Receptors, Peptide/genetics , Adolescent , Cells, Cultured , Chromosomes, Human, X , Congenital Disorders of Glycosylation/pathology , Glycosylation , Humans , MaleABSTRACT
Biochemical analysis and whole-exome sequencing identified mutations in the Golgi-localized UDP-galactose transporter SLC35A2 that define an undiagnosed X-linked congenital disorder of glycosylation (CDG) in three unrelated families. Each mutation reduced UDP-galactose transport, leading to galactose-deficient glycoproteins. Two affected males were somatic mosaics, suggesting that a wild-type SLC35A2 allele may be required for survival. In infancy, the commonly used biomarker transferrin showed abnormal glycosylation, but its appearance became normal later in childhood, without any corresponding clinical improvement. This may indicate selection against cells carrying the mutant allele. To detect other individuals with such mutations, we suggest transferrin testing in infancy. Here, we report somatic mosaicism in CDG, and our work stresses the importance of combining both genetic and biochemical diagnoses.
Subject(s)
Congenital Disorders of Glycosylation/etiology , Monosaccharide Transport Proteins/genetics , Mosaicism , Mutation/genetics , Uridine Diphosphate Galactose/metabolism , Biological Transport , Case-Control Studies , Child , Child, Preschool , Congenital Disorders of Glycosylation/metabolism , Congenital Disorders of Glycosylation/pathology , Exome/genetics , Female , Glycosylation , Humans , Male , Spectrometry, Mass, Electrospray Ionization , Transferrin/analysis , Transferrin/metabolismABSTRACT
The discovery of broadly neutralizing antibodies (bNAbs) has provided an enormous impetus to the HIV vaccine research and to entire immunology. The bNAber database at http://bNAber.org provides open, user-friendly access to detailed data on the rapidly growing list of HIV bNAbs, including neutralization profiles, sequences and three-dimensional structures (when available). It also provides an extensive list of visualization and analysis tools, such as heatmaps to analyse neutralization data as well as structure and sequence viewers to correlate bNAbs properties with structural and sequence features of individual antibodies. The goal of the bNAber database is to enable researchers in this field to easily compare and analyse available information on bNAbs thereby supporting efforts to design an effective vaccine for HIV/AIDS. The bNAber database not only provides easy access to data that currently is scattered in the Supplementary Materials sections of individual papers, but also contributes to the development of general standards of data that have to be presented with the discovery of new bNAbs and a universal mechanism of how such data can be shared.
Subject(s)
Antibodies, Neutralizing/chemistry , Databases, Protein , HIV Antibodies/chemistry , Antibodies, Neutralizing/immunology , Antibodies, Neutralizing/pharmacology , Antigen-Antibody Complex/chemistry , HIV Antibodies/immunology , HIV Antibodies/pharmacology , Inhibitory Concentration 50 , Internet , Protein Conformation , SoftwareABSTRACT
Studies showing reduced PKCζ expression or enzymatic activity in different types of human cancers support the clinical relevance of PKCζ as a tumor suppressor. However, the in vivo role of PKCζ and its mechanisms of action in prostate cancer remain unclear. Here we demonstrate that the genetic inactivation of PKCζ in mice results in invasive prostate carcinoma in vivo in the context of phosphatase and tensin homolog deficiency. Bioinformatic analysis of human prostate cancer gene-expression sets revealed increased c-Myc transcriptional activity in PKCζ-inactive cells, which correlated with increased cell growth, invasion, and metastasis. Interestingly, PKCζ knockdown or the overexpression of a kinase-inactive mutant resulted in enhanced cell proliferation and invasion in vitro through increased c-Myc mRNA and protein levels and decreased Ser-373 phosphorylation of c-Myc. Analysis of prostate cancer samples demonstrated increased expression and decreased phosphorylation of c-Myc at Ser-373 in PKCζ knockout tumors. In vivo xenograft studies revealed that c-Myc phosphorylation by PKCζ is a critical event in the control of metastasis. Collectively, these results establish PKCζ as an important tumor suppressor and regulator of c-Myc function in prostate cancer.
Subject(s)
Cell Transformation, Neoplastic/metabolism , Gene Expression Regulation, Neoplastic/physiology , Neoplasm Metastasis/physiopathology , Prostatic Neoplasms/metabolism , Protein Kinase C/metabolism , Proto-Oncogene Proteins c-myc/metabolism , Animals , Blotting, Western , Computational Biology , Luciferases , Male , Mice , Microarray Analysis , PTEN Phosphohydrolase/metabolism , Phosphorylation , Real-Time Polymerase Chain ReactionABSTRACT
CHIME syndrome is characterized by colobomas, heart defects, ichthyosiform dermatosis, mental retardation (intellectual disability), and ear anomalies, including conductive hearing loss. Whole-exome sequencing on five previously reported cases identified PIGL, the de-N-acetylase required for glycosylphosphatidylinositol (GPI) anchor formation, as a strong candidate. Furthermore, cell lines derived from these cases had significantly reduced levels of the two GPI anchor markers, CD59 and a GPI-binding toxin, aerolysin (FLAER), confirming the pathogenicity of the mutations.
Subject(s)
Amidohydrolases/genetics , Coloboma/genetics , Hearing Loss, Conductive/genetics , Heart Defects, Congenital/genetics , Ichthyosis/genetics , Intellectual Disability/genetics , Mutation , Bacterial Toxins/biosynthesis , Base Sequence , CD59 Antigens/biosynthesis , Cells, Cultured , Exome/genetics , Glycosylphosphatidylinositols/metabolism , Humans , Molecular Sequence Data , Neurocutaneous Syndromes , Pore Forming Cytotoxic Proteins/biosynthesisABSTRACT
Constitutive activation of MEK-ERK signaling is often found in melanomas. Here, we identify a mechanism that links ERK with JNK signaling in human melanoma. Constitutively active ERK increases c-Jun transcription and stability, which are mediated by CREB and GSK3, respectively. Subsequently, c-Jun increases transcription of target genes, including RACK1, an adaptor protein that enables PKC to phosphorylate and enhance JNK activity, enforcing a feed-forward mechanism of the JNK-Jun pathway. Activated c-Jun is also responsible for elevated cyclin D1 expression, which is frequently overexpressed in human melanoma. Our data reveal that, in human melanoma, the rewired ERK signaling pathway upregulates JNK and activates the c-Jun oncogene and its downstream targets, including RACK1 and cyclin D1.
Subject(s)
Extracellular Signal-Regulated MAP Kinases/metabolism , MAP Kinase Kinase 4/metabolism , MAP Kinase Signaling System , Melanoma/enzymology , Base Sequence , Humans , Melanoma/pathology , Proto-Oncogene Proteins c-jun/metabolism , RNA, Small InterferingABSTRACT
The transcription factor ATF2 has been shown to attenuate melanoma susceptibility to apoptosis and to promote its ability to form tumors in xenograft models. To directly assess ATF2's role in melanoma development, we crossed a mouse melanoma model (Nras(Q61K)::Ink4aâ»/â») with mice expressing a transcriptionally inactive form of ATF2 in melanocytes. In contrast to 7/21 of the Nras(Q61K)::Ink4aâ»/â» mice, only 1/21 mice expressing mutant ATF2 in melanocytes developed melanoma. Gene expression profiling identified higher MITF expression in primary melanocytes expressing transcriptionally inactive ATF2. MITF downregulation by ATF2 was confirmed in the skin of Atf2â»/â» mice, in primary human melanocytes, and in 50% of human melanoma cell lines. Inhibition of MITF transcription by MITF was shown to be mediated by ATF2-JunB-dependent suppression of SOX10 transcription. Remarkably, oncogenic BRAF (V600E)-dependent focus formation of melanocytes on soft agar was inhibited by ATF2 knockdown and partially rescued upon shMITF co-expression. On melanoma tissue microarrays, a high nuclear ATF2 to MITF ratio in primary specimens was associated with metastatic disease and poor prognosis. Our findings establish the importance of transcriptionally active ATF2 in melanoma development through fine-tuning of MITF expression.
Subject(s)
Activating Transcription Factor 2/metabolism , Gene Expression Regulation, Neoplastic , Melanoma/metabolism , Microphthalmia-Associated Transcription Factor/genetics , Activating Transcription Factor 2/genetics , Animals , Cell Line, Tumor , Cells, Cultured , Down-Regulation , Female , Humans , Male , Melanocytes/metabolism , Melanoma/genetics , Melanoma/pathology , Mice , Mice, Inbred C57BL , Mice, Knockout , Microphthalmia-Associated Transcription Factor/metabolism , Skin/metabolism , Skin/pathologyABSTRACT
We have characterized a rodent-specific gene family designated alpha-takusan (meaning "many" in Japanese). We initially identified a member of the family whose expression is upregulated in mice lacking the NMDAR subunit NR3A. We then isolated cDNAs encoding 46 alpha-takusan variants from mouse brains. Most variants share an approximately 130 aa long sequence, which contains the previously identified domain of unknown function 622 (DUF622) and is predicted to form coiled-coil structures. Single-cell PCR analyses indicate that one neuron can express multiple alpha-takusan variants and particular variants may predominate in certain cell types. Forced expression in cultured hippocampal neurons of two variants, alpha1 or alpha2, which bind either directly or indirectly to PSD-95, leads to an increase in PSD-95 clustering, dendritic spine density, GluR1 surface expression, and AMPAR activity. Conversely, treating cultured neurons with RNAi targeting alpha-takusan variants resulted in the opposite phenotype. Hence, alpha-takusan represents a large gene family that regulates synaptic activity.
Subject(s)
Multigene Family/genetics , Synapses/physiology , Amino Acid Sequence , Animals , Brain Chemistry/physiology , COS Cells , Cells, Cultured , Chlorocebus aethiops , Dendrites/drug effects , Dendrites/metabolism , Disks Large Homolog 4 Protein , Electrophysiology , Green Fluorescent Proteins/metabolism , Guanylate Kinases , Hippocampus/cytology , Hippocampus/drug effects , Hippocampus/metabolism , Intracellular Signaling Peptides and Proteins/metabolism , Membrane Proteins/metabolism , Mice , Mice, Knockout , Molecular Sequence Data , Neurons/metabolism , Patch-Clamp Techniques , RNA, Messenger/biosynthesis , RNA, Small Interfering/genetics , Receptors, AMPA/metabolism , Receptors, N-Methyl-D-Aspartate/metabolism , Receptors, N-Methyl-D-Aspartate/physiology , Reverse Transcriptase Polymerase Chain Reaction , Transfection , Up-Regulation/physiologyABSTRACT
Limited or regulatory proteolysis plays a critical role in many important biological pathways like blood coagulation, cell proliferation, and apoptosis. A better understanding of mechanisms that control this process is required for discovering new proteolytic events and for developing inhibitors with potential therapeutic value. Two features that determine the susceptibility of peptide bonds to proteolysis are the sequence in the vicinity of the scissile bond and the structural context in which the bond is displayed. In this study, we assessed statistical significance and predictive power of individual structural descriptors and combination thereof for the identification of cleavage sites. The analysis was performed on a data set of >200 proteolytic events documented in CutDB for a variety of mammalian regulatory proteases and their physiological substrates with known 3D structures. The results confirmed the significance and provided a ranking within three main categories of structural features: exposure > flexibility > local interactions. Among secondary structure elements, the largest frequency of proteolytic cleavage was confirmed for loops and lower but significant frequency for helices. Limited proteolysis has lower albeit appreciable frequency of occurrence in certain types of ß-strands, which is in contrast with some previous reports. Descriptors deduced directly from the amino acid sequence displayed only marginal predictive capabilities. Homology-based structural models showed a predictive performance comparable to protein substrates with experimentally established structures. Overall, this study provided a foundation for accurate automated prediction of segments of protein structure susceptible to proteolytic processing and, potentially, other post-translational modifications.
Subject(s)
Proteins/chemistry , Proteolysis , Amino Acid Sequence , Models, Molecular , Molecular Sequence Data , Protein Structure, SecondaryABSTRACT
The Proteolysis MAP (PMAP, http://www.proteolysis.org) is a user-friendly website intended to aid the scientific community in reasoning about proteolytic networks and pathways. PMAP is comprised of five databases, linked together in one environment. The foundation databases, ProteaseDB and SubstrateDB, are driven by an automated annotation pipeline that generates dynamic 'Molecule Pages', rich in molecular information. PMAP also contains two community annotated databases focused on function; CutDB has information on more than 5000 proteolytic events, and ProfileDB is dedicated to information of the substrate recognition specificity of proteases. Together, the content within these four databases will ultimately feed PathwayDB, which will be comprised of known pathways whose function can be dynamically modeled in a rule-based manner, and hypothetical pathways suggested by semi-automated culling of the literature. A Protease Toolkit is also available for the analysis of proteases and proteolysis. Here, we describe how the databases of PMAP can be used to foster understanding of proteolytic pathways, and equally as significant, to reason about proteolysis.
Subject(s)
Databases, Protein , Peptide Hydrolases/chemistry , Humans , Metabolic Networks and Pathways , Peptide Hydrolases/metabolism , Proteins/chemistry , Proteins/metabolism , Substrate Specificity , Systems IntegrationABSTRACT
The ubiquitin ligase Siah2 has been shown to regulate prolyl hydroxylase 3 (PHD3) stability with concomitant effect on HIF-1alpha availability. Because HIF-1alpha is implicated in tumorigenesis and metastasis, we used SW1 mouse melanoma cells, which develop primary tumors with a propensity to metastasize, in a syngeneic mouse model to assess a possible role for Siah2 in these processes. Inhibiting Siah2 activity by expressing a peptide designed to outcompete association of Siah2-interacting proteins reduced metastasis through HIF-1alpha without affecting tumorigenesis. Conversely, inhibiting Siah2 activity by means of a dominant-negative Siah2 RING mutant primarily reduced tumorigenesis through the action of Sprouty 2, a negative regulator of Ras signaling. Consistent with our findings, reduced expression of PHD3 and Sprouty2 was observed in more advanced stages of melanoma tumors. Using complementary approaches, our data establish the role of Siah2 in tumorigenesis and metastasis by HIF-dependent and -independent mechanisms.
Subject(s)
Hypoxia-Inducible Factor 1, alpha Subunit/metabolism , Melanoma, Experimental/etiology , Membrane Proteins/metabolism , Neoplasm Metastasis , Ubiquitin-Protein Ligases/physiology , Adaptor Proteins, Signal Transducing , Animals , Intracellular Signaling Peptides and Proteins , Melanoma, Experimental/pathology , Membrane Proteins/analysis , Mice , Procollagen-Proline Dioxygenase/analysis , Procollagen-Proline Dioxygenase/metabolism , Protein Serine-Threonine Kinases , Signal Transduction , Ubiquitin-Protein Ligases/metabolism , ras Proteins/metabolismABSTRACT
Preferential accumulation of fat in the gluteo-femoral (GF) depot (pear shape) rather than in the abdominal (A) depot (apple shape), protects against the development of metabolic diseases but the underlying molecular mechanism is still unknown. Recent data, including our work, suggest that differential epigenetic marking is associated with regulation of genes attributed to distinct fat distribution. Here, we aimed to compare the genomic DNA methylation signatures between apple and pear-shaped premenopausal women. To investigate the contribution of upper and lower body fat, we used paired samples of A-FAT and GF-FAT, analyzed on the BeadChip Methylation Array and quantified the differentially methylated sites between the 2 groups of women. We found unique DNA methylation patterns within both fat depots that are significantly different depending on the body fat distribution. Around 60% of the body shape specific DNA methylation sites identified in adipose tissue are maintained ex vivo in cultured preadipocytes. As it has been reported before in other cell types, we found only a hand full of genes showing coordinated differential methylation and expression levels. Finally, we determined that more than 50% of the body shape specific DNA methylation sites could also be detected in whole blood derived DNA. These data reveal a strong DNA methylation program associated with adipose tissue distribution with the possibility that a simple blood test could be used as a predictive diagnostic indicator of young women who are at increased risk for progressing to the apple body shape with a higher risk of developing obesity related complications. Clinical Trial Registration:https://clinicaltrials.gov/ct2/show/NCT02728635 and https://clinicaltrials.gov/ct2/show/NCT02226640, identifiers NCT02728635 and NCT02226640.
ABSTRACT
Epigenetic studies in animal models have demonstrated that diet affects gene regulation by altering methylation patterns. We interrogated methylomes in humans who have different sources of protein in their diet. We compared methylation of DNA isolated from buffy coat in 38 vegans, 41 pescatarians and 68 nonvegetarians. Methylation data were obtained using Infinium HumanMethylation450 arrays and analyzed using the Partek Genomic software. Differences in differentially methylated sites were small, though with the use of relaxed statistical tests we did identify diet-associated differences. To further test the validity of these observations, we performed separate and independent comparisons of the methylation differences between vegans and nonvegetarians, and between vegans and pescatarians. The detected differences were then examined to determine if they were enriched in specific pathways. Pathway analysis revealed enrichment of several specific processes, including homeobox transcription and glutamate transport. The detected differences in DNA methylation patterns between vegans, pescatarians, and nonvegetarians enabled us to identify 77 CpG sites that may be sensitive to diet and/or lifestyle, though high levels of individual-specific differences were also noted.