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1.
Cancer Discov ; 11(7): 1808-1825, 2021 07.
Article in English | MEDLINE | ID: mdl-33653692

ABSTRACT

Although pancreatic ductal adenocarcinoma (PDAC) cells are exposed to a nutrient-depleted tumor microenvironment, they can acquire nutrients via macropinocytosis, an endocytic form of protein scavenging that functions to support cancer metabolism. Here, we provide evidence that macropinocytosis is also operational in the pancreatic tumor stroma. We find that glutamine deficiency triggers macropinocytic uptake in pancreatic cancer-associated fibroblasts (CAF). Mechanistically, we decipher that stromal macropinocytosis is potentiated via the enhancement of cytosolic Ca2+ and dependent on ARHGEF2 and CaMKK2-AMPK signaling. We elucidate that macropinocytosis has a dual function in CAFs-it serves as a source of intracellular amino acids that sustain CAF cell fitness and function, and it provides secreted amino acids that promote tumor cell survival. Importantly, we demonstrate that stromal macropinocytosis supports PDAC tumor growth. These results highlight the functional role of macropinocytosis in the tumor stroma and provide a mechanistic understanding of how nutrient deficiency can control stromal protein scavenging. SIGNIFICANCE: Glutamine deprivation drives stromal macropinocytosis to support CAF cell fitness and provide amino acids that sustain PDAC cell survival. Selective disruption of macropinocytosis in CAFs suppresses PDAC tumor growth.This article is highlighted in the In This Issue feature, p. 1601.


Subject(s)
Cancer-Associated Fibroblasts , Carcinoma, Pancreatic Ductal/metabolism , Pancreatic Neoplasms/metabolism , Stromal Cells , Tumor Microenvironment , Animals , Calcium-Calmodulin-Dependent Protein Kinase Kinase/metabolism , Carcinoma, Pancreatic Ductal/pathology , Humans , Mice , Mice, Inbred C57BL , Pancreatic Neoplasms/pathology , Pinocytosis , Rho Guanine Nucleotide Exchange Factors/metabolism , Signal Transduction
2.
Biochem J ; 477(16): 2999-3018, 2020 08 28.
Article in English | MEDLINE | ID: mdl-32729927

ABSTRACT

Isocitrate dehydrogenase 1 (IDH1) catalyzes the reversible NADP+-dependent conversion of isocitrate to α-ketoglutarate (αKG) to provide critical cytosolic substrates and drive NADPH-dependent reactions like lipid biosynthesis and glutathione regeneration. In biochemical studies, the forward reaction is studied at neutral pH, while the reverse reaction is typically characterized in more acidic buffers. This led us to question whether IDH1 catalysis is pH-regulated, which would have functional implications under conditions that alter cellular pH, like apoptosis, hypoxia, cancer, and neurodegenerative diseases. Here, we show evidence of catalytic regulation of IDH1 by pH, identifying a trend of increasing kcat values for αKG production upon increasing pH in the buffers we tested. To understand the molecular determinants of IDH1 pH sensitivity, we used the pHinder algorithm to identify buried ionizable residues predicted to have shifted pKa values. Such residues can serve as pH sensors, with changes in protonation states leading to conformational changes that regulate catalysis. We identified an acidic residue buried at the IDH1 dimer interface, D273, with a predicted pKa value upshifted into the physiological range. D273 point mutations had decreased catalytic efficiency and, importantly, loss of pH-regulated catalysis. Based on these findings, we conclude that IDH1 activity is regulated, at least in part, by pH. We show this regulation is mediated by at least one buried acidic residue ∼12 Å from the IDH1 active site. By establishing mechanisms of regulation of this well-conserved enzyme, we highlight catalytic features that may be susceptible to pH changes caused by cell stress and disease.


Subject(s)
Glutarates/metabolism , Isocitrate Dehydrogenase/metabolism , Isocitrates/metabolism , Mutation , Catalysis , Catalytic Domain , Glutarates/chemistry , Humans , Hydrogen-Ion Concentration , Isocitrate Dehydrogenase/chemistry , Isocitrate Dehydrogenase/genetics , Isocitrates/chemistry , Kinetics , Protein Conformation , Substrate Specificity
3.
Biochem J ; 475(20): 3221-3238, 2018 10 22.
Article in English | MEDLINE | ID: mdl-30249606

ABSTRACT

Mutations in isocitrate dehydrogenase 1 (IDH1) drive most low-grade gliomas and secondary glioblastomas and many chondrosarcomas and acute myeloid leukemia cases. Most tumor-relevant IDH1 mutations are deficient in the normal oxidization of isocitrate to α-ketoglutarate (αKG), but gain the neomorphic activity of reducing αKG to D-2-hydroxyglutarate (D2HG), which drives tumorigenesis. We found previously that IDH1 mutants exhibit one of two reactivities: deficient αKG and moderate D2HG production (including commonly observed R132H and R132C) or moderate αKG and high D2HG production (R132Q). Here, we identify a third type of reactivity, deficient αKG and high D2HG production (R132L). We show that R132Q IDH1 has unique structural features and distinct reactivities towards mutant IDH1 inhibitors. Biochemical and cell-based assays demonstrate that while most tumor-relevant mutations were effectively inhibited by mutant IDH1 inhibitors, R132Q IDH1 had up to a 16 300-fold increase in IC50 versus R132H IDH1. Only compounds that inhibited wild-type (WT) IDH1 were effective against R132Q. This suggests that patients with a R132Q mutation may have a poor response to mutant IDH1 therapies. Molecular dynamics simulations revealed that near the NADP+/NADPH-binding site in R132Q IDH1, a pair of α-helices switches between conformations that are more wild-type-like or more mutant-like, highlighting mechanisms for preserved WT activity. Dihedral angle changes in the dimer interface and buried surface area charges highlight possible mechanisms for loss of inhibitor affinity against R132Q. This work provides a platform for predicting a patient's therapeutic response and identifies a potential resistance mutation that may arise upon treatment with mutant IDH inhibitors.


Subject(s)
Carcinogenesis/genetics , Carcinogenesis/metabolism , Isocitrate Dehydrogenase/genetics , Isocitrate Dehydrogenase/metabolism , Mutation/physiology , Binding Sites/physiology , HEK293 Cells , HeLa Cells , Humans , Isocitrate Dehydrogenase/chemistry , Protein Structure, Secondary , Protein Structure, Tertiary
4.
Diabetes ; 66(11): 2789-2799, 2017 11.
Article in English | MEDLINE | ID: mdl-28877911

ABSTRACT

Transcripts of key enzymes in the Leloir pathway of galactose metabolism in mouse livers are significantly increased after chronic high-fat/high-sucrose feeding. UDP-galactose-4-epimerase (GALE) is the last enzyme in this pathway that converts UDP-galactose to UDP-glucose and was previously identified as a downstream target of the endoplasmic reticulum (ER) stress effector spliced X-box binding protein 1, suggesting an interesting cross talk between galactose and glucose metabolism in the context of hepatic ER stress and whole-body metabolic fitness. However, its specific role in glucose metabolism is not established. Using an inducible and tissue-specific mouse model, we report that hepatic overexpression of Gale increases gluconeogenesis from pyruvate and impairs glucose tolerance. Conversely, genetic reduction of Gale in liver improves glucose tolerance. Transcriptional profiling identifies trefoil factor 3 (Tff3) as one of the downstream targets of GALE. Restoration of Tff3 expression corrects glucose intolerance in Gale-overexpressing mice. These studies reveal a new link between hepatic GALE activity and whole-body glucose homeostasis via regulation of hepatic Tff3 expression.


Subject(s)
Glucose/metabolism , Homeostasis/physiology , Liver/enzymology , Trefoil Factor-3/metabolism , UDPglucose 4-Epimerase/metabolism , Animals , Endoplasmic Reticulum/metabolism , Gene Expression Regulation, Enzymologic/physiology , Mice , Mice, Transgenic , Trefoil Factor-3/genetics , UDPglucose 4-Epimerase/genetics
5.
Elife ; 5: e10860, 2016 Mar 11.
Article in English | MEDLINE | ID: mdl-26971564

ABSTRACT

The Reproducibility Project: Cancer Biology seeks to address growing concerns about reproducibility in scientific research by conducting replications of selected experiments from a number of high-profile papers in the field of cancer biology. The papers, which were published between 2010 and 2012, were selected on the basis of citations and Altmetric scores (Errington et al., 2014). This Registered Report describes the proposed replication plan of key experiments from "IDH mutation impairs histone demethylation and results in a block to cell differentiation" by Lu and colleagues, published in Nature in 2012 (Lu et al., 2012). The experiments that will be replicated are those reported in Figures 1B, 2A, 2B, 2D and 4D. Lu and colleagues demonstrated that expression of mutant forms of IDH1 or IDH2 caused global increases in histone methylation and increased levels of 2 hydroxyglutarate (Figure 1B). This was correlated with a block in differentiation (Figures 2A, B and D). This effect appeared to be mediated by the histone demethylase KDM4C (Figure 4D). The Reproducibility Project: Cancer Biology is a collaboration between the Center for Open Scienceand Science Exchange, and the results of the replications will be published by eLife.


Subject(s)
Cell Differentiation , Histones/metabolism , Isocitrate Dehydrogenase/metabolism , Mutant Proteins/metabolism , Cell Line , Gene Expression Regulation , Humans , Isocitrate Dehydrogenase/genetics , Mutant Proteins/genetics
6.
PLoS Comput Biol ; 7(12): e1002318, 2011 Dec.
Article in English | MEDLINE | ID: mdl-22215998

ABSTRACT

Function diversification in large protein families is a major mechanism driving expansion of cellular networks, providing organisms with new metabolic capabilities and thus adding to their evolutionary success. However, our understanding of the evolutionary mechanisms of functional diversity in such families is very limited, which, among many other reasons, is due to the lack of functionally well-characterized sets of proteins. Here, using the FGGY carbohydrate kinase family as an example, we built a confidently annotated reference set (CARS) of proteins by propagating experimentally verified functional assignments to a limited number of homologous proteins that are supported by their genomic and functional contexts. Then, we analyzed, on both the phylogenetic and the molecular levels, the evolution of different functional specificities in this family. The results show that the different functions (substrate specificities) encoded by FGGY kinases have emerged only once in the evolutionary history following an apparently simple divergent evolutionary model. At the same time, on the molecular level, one isofunctional group (L-ribulokinase, AraB) evolved at least two independent solutions that employed distinct specificity-determining residues for the recognition of a same substrate (L-ribulose). Our analysis provides a detailed model of the evolution of the FGGY kinase family. It also shows that only combined molecular and phylogenetic approaches can help reconstruct a full picture of functional diversifications in such diverse families.


Subject(s)
Evolution, Molecular , Molecular Sequence Annotation/methods , Phosphotransferases/chemistry , Genomics , Pentoses/chemistry , Pentoses/metabolism , Phosphotransferases (Alcohol Group Acceptor)/chemistry , Phylogeny
7.
BMC Genomics ; 11: 494, 2010 Sep 13.
Article in English | MEDLINE | ID: mdl-20836887

ABSTRACT

BACKGROUND: Carbohydrates are a primary source of carbon and energy for many bacteria. Accurate projection of known carbohydrate catabolic pathways across diverse bacteria with complete genomes constitutes a substantial challenge due to frequent variations in components of these pathways. To address a practically and fundamentally important challenge of reconstruction of carbohydrate utilization machinery in any microorganism directly from its genomic sequence, we combined a subsystems-based comparative genomic approach with experimental validation of selected bioinformatic predictions by a combination of biochemical, genetic and physiological experiments. RESULTS: We applied this integrated approach to systematically map carbohydrate utilization pathways in 19 genomes from the Shewanella genus. The obtained genomic encyclopedia of sugar utilization includes ~170 protein families (mostly metabolic enzymes, transporters and transcriptional regulators) spanning 17 distinct pathways with a mosaic distribution across Shewanella species providing insights into their ecophysiology and adaptive evolution. Phenotypic assays revealed a remarkable consistency between predicted and observed phenotype, an ability to utilize an individual sugar as a sole source of carbon and energy, over the entire matrix of tested strains and sugars.Comparison of the reconstructed catabolic pathways with E. coli identified multiple differences that are manifested at various levels, from the presence or absence of certain sugar catabolic pathways, nonorthologous gene replacements and alternative biochemical routes to a different organization of transcription regulatory networks. CONCLUSIONS: The reconstructed sugar catabolome in Shewanella spp includes 62 novel isofunctional families of enzymes, transporters, and regulators. In addition to improving our knowledge of genomics and functional organization of carbohydrate utilization in Shewanella, this study led to a substantial expansion of our current version of the Genomic Encyclopedia of Carbohydrate Utilization. A systematic and iterative application of this approach to multiple taxonomic groups of bacteria will further enhance it, creating a knowledge base adequate for the efficient analysis of any newly sequenced genome as well as of the emerging metagenomic data.


Subject(s)
Carbohydrate Metabolism/genetics , Genome, Bacterial/genetics , Metabolic Networks and Pathways/genetics , Shewanella/genetics , Shewanella/metabolism , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Base Sequence , Carbon/metabolism , Enterobacteriaceae/metabolism , Gene Expression Regulation, Bacterial , Genes, Bacterial/genetics , Molecular Sequence Data , Phenotype , Regulon/genetics , Reproducibility of Results , Shewanella/enzymology , Shewanella/isolation & purification , Transcription, Genetic
8.
BMC Genomics ; 9: 75, 2008 Feb 08.
Article in English | MEDLINE | ID: mdl-18261238

ABSTRACT

BACKGROUND: The number of prokaryotic genome sequences becoming available is growing steadily and is growing faster than our ability to accurately annotate them. DESCRIPTION: We describe a fully automated service for annotating bacterial and archaeal genomes. The service identifies protein-encoding, rRNA and tRNA genes, assigns functions to the genes, predicts which subsystems are represented in the genome, uses this information to reconstruct the metabolic network and makes the output easily downloadable for the user. In addition, the annotated genome can be browsed in an environment that supports comparative analysis with the annotated genomes maintained in the SEED environment. The service normally makes the annotated genome available within 12-24 hours of submission, but ultimately the quality of such a service will be judged in terms of accuracy, consistency, and completeness of the produced annotations. We summarize our attempts to address these issues and discuss plans for incrementally enhancing the service. CONCLUSION: By providing accurate, rapid annotation freely to the community we have created an important community resource. The service has now been utilized by over 120 external users annotating over 350 distinct genomes.


Subject(s)
Computational Biology/methods , Databases, Nucleic Acid , Genes, rRNA/genetics , Genome, Archaeal , Genome, Bacterial , Open Reading Frames/genetics , Phylogeny , Proteins/genetics , RNA, Transfer/genetics , Reproducibility of Results , Sensitivity and Specificity , Time Factors , User-Computer Interface
9.
Nucleic Acids Res ; 35(Database issue): D347-53, 2007 Jan.
Article in English | MEDLINE | ID: mdl-17145713

ABSTRACT

The National Microbial Pathogen Data Resource (NMPDR) (http://www.nmpdr.org) is a National Institute of Allergy and Infections Disease (NIAID)-funded Bioinformatics Resource Center that supports research in selected Category B pathogens. NMPDR contains the complete genomes of approximately 50 strains of pathogenic bacteria that are the focus of our curators, as well as >400 other genomes that provide a broad context for comparative analysis across the three phylogenetic Domains. NMPDR integrates complete, public genomes with expertly curated biological subsystems to provide the most consistent genome annotations. Subsystems are sets of functional roles related by a biologically meaningful organizing principle, which are built over large collections of genomes; they provide researchers with consistent functional assignments in a biologically structured context. Investigators can browse subsystems and reactions to develop accurate reconstructions of the metabolic networks of any sequenced organism. NMPDR provides a comprehensive bioinformatics platform, with tools and viewers for genome analysis. Results of precomputed gene clustering analyses can be retrieved in tabular or graphic format with one-click tools. NMPDR tools include Signature Genes, which finds the set of genes in common or that differentiates two groups of organisms. Essentiality data collated from genome-wide studies have been curated. Drug target identification and high-throughput, in silico, compound screening are in development.


Subject(s)
Databases, Nucleic Acid , Genome, Bacterial , Bacteria/drug effects , Bacteria/metabolism , Bacteria/pathogenicity , Bacterial Proteins/genetics , Bacterial Proteins/physiology , DNA, Bacterial/chemistry , Drug Delivery Systems , Genes, Bacterial , Genes, Essential , Genomics , Internet , Sequence Homology, Nucleic Acid , Software , User-Computer Interface
10.
J Biol Chem ; 281(40): 29872-85, 2006 Oct 06.
Article in English | MEDLINE | ID: mdl-16857666

ABSTRACT

We used a comparative genomics approach implemented in the SEED annotation environment to reconstruct the chitin and GlcNAc utilization subsystem and regulatory network in most proteobacteria, including 11 species of Shewanella with completely sequenced genomes. Comparative analysis of candidate regulatory sites allowed us to characterize three different GlcNAc-specific regulons, NagC, NagR, and NagQ, in various proteobacteria and to tentatively assign a number of novel genes with specific functional roles, in particular new GlcNAc-related transport systems, to this subsystem. Genes SO3506 and SO3507, originally annotated as hypothetical in Shewanella oneidensis MR-1, were suggested to encode novel variants of GlcN-6-P deaminase and GlcNAc kinase, respectively. Reconstitution of the GlcNAc catabolic pathway in vitro using these purified recombinant proteins and GlcNAc-6-P deacetylase (SO3505) validated the entire pathway. Kinetic characterization of GlcN-6-P deaminase demonstrated that it is the subject of allosteric activation by GlcNAc-6-P. Consistent with genomic data, all tested Shewanella strains except S. frigidimarina, which lacked representative genes for the GlcNAc metabolism, were capable of utilizing GlcNAc as the sole source of carbon and energy. This study expands the range of carbon substrates utilized by Shewanella spp., unambiguously identifies several genes involved in chitin metabolism, and describes a novel variant of the classical three-step biochemical conversion of GlcNAc to fructose 6-phosphate first described in Escherichia coli.


Subject(s)
Acetylglucosamine/metabolism , Genome, Bacterial , Shewanella/genetics , Shewanella/metabolism , Signal Transduction/genetics , Acetylglucosamine/chemistry , Chitin/metabolism , Shewanella/chemistry
11.
Nucleic Acids Res ; 33(17): 5691-702, 2005.
Article in English | MEDLINE | ID: mdl-16214803

ABSTRACT

The release of the 1000th complete microbial genome will occur in the next two to three years. In anticipation of this milestone, the Fellowship for Interpretation of Genomes (FIG) launched the Project to Annotate 1000 Genomes. The project is built around the principle that the key to improved accuracy in high-throughput annotation technology is to have experts annotate single subsystems over the complete collection of genomes, rather than having an annotation expert attempt to annotate all of the genes in a single genome. Using the subsystems approach, all of the genes implementing the subsystem are analyzed by an expert in that subsystem. An annotation environment was created where populated subsystems are curated and projected to new genomes. A portable notion of a populated subsystem was defined, and tools developed for exchanging and curating these objects. Tools were also developed to resolve conflicts between populated subsystems. The SEED is the first annotation environment that supports this model of annotation. Here, we describe the subsystem approach, and offer the first release of our growing library of populated subsystems. The initial release of data includes 180 177 distinct proteins with 2133 distinct functional roles. This data comes from 173 subsystems and 383 different organisms.


Subject(s)
Genome, Archaeal , Genome, Bacterial , Genomics/methods , Software , Acyl Coenzyme A/metabolism , Coenzyme A/biosynthesis , Computational Biology , Internet , Leucine/metabolism , Ribosomal Proteins/classification , Terminology as Topic , Vocabulary, Controlled
17.
J Biol Chem ; 278(22): 20240-4, 2003 May 30.
Article in English | MEDLINE | ID: mdl-12649270

ABSTRACT

The crystal structure of a SlyA transcriptional regulator at 1.6 A resolution is presented, and structural relationships between members of the MarR/SlyA family are discussed. The SlyA family, which includes SlyA, Rap, Hor, and RovA proteins, is widely distributed in bacterial and archaeal genomes. Current evidence suggests that SlyA-like factors act as repressors, activators, and modulators of gene transcription. These proteins have been shown to up-regulate the expression of molecular chaperones, acid-resistance proteins, and cytolysin, and down-regulate several biosynthetic enzymes. The structure of SlyA from Enterococcus faecalis, determined as a part of an ongoing structural genomics initiative (www.mcsg.anl.gov), revealed the same winged helix DNA-binding motif that was recently found in the MarR repressor from Escherichia coli and the MexR repressor from Pseudomonas aeruginosa, a sequence homologue of MarR. Phylogenetic analysis of the MarR/SlyA family suggests that Sly is placed between the SlyA and MarR subfamilies and shows significant sequence similarity to members of both subfamilies.


Subject(s)
Bacterial Proteins , Bacterial Toxins/chemistry , Enterococcus faecalis/chemistry , Hemolysin Proteins/chemistry , Transcription Factors , Amino Acid Sequence , Bacterial Toxins/metabolism , DNA, Bacterial/metabolism , Enterococcus faecalis/metabolism , Hemolysin Proteins/metabolism , Models, Molecular , Molecular Sequence Data , Phylogeny , Protein Conformation , Sequence Homology, Amino Acid
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