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1.
Nature ; 626(7998): 401-410, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38297129

ABSTRACT

Ferroptosis is a form of cell death that has received considerable attention not only as a means to eradicate defined tumour entities but also because it provides unforeseen insights into the metabolic adaptation that tumours exploit to counteract phospholipid oxidation1,2. Here, we identify proferroptotic activity of 7-dehydrocholesterol reductase (DHCR7) and an unexpected prosurvival function of its substrate, 7-dehydrocholesterol (7-DHC). Although previous studies suggested that high concentrations of 7-DHC are cytotoxic to developing neurons by favouring lipid peroxidation3, we now show that 7-DHC accumulation confers a robust prosurvival function in cancer cells. Because of its far superior reactivity towards peroxyl radicals, 7-DHC effectively shields (phospho)lipids from autoxidation and subsequent fragmentation. We provide validation in neuroblastoma and Burkitt's lymphoma xenografts where we demonstrate that the accumulation of 7-DHC is capable of inducing a shift towards a ferroptosis-resistant state in these tumours ultimately resulting in a more aggressive phenotype. Conclusively, our findings provide compelling evidence of a yet-unrecognized antiferroptotic activity of 7-DHC as a cell-intrinsic mechanism that could be exploited by cancer cells to escape ferroptosis.


Subject(s)
Burkitt Lymphoma , Dehydrocholesterols , Ferroptosis , Neuroblastoma , Animals , Humans , Burkitt Lymphoma/metabolism , Burkitt Lymphoma/pathology , Cell Survival , Dehydrocholesterols/metabolism , Lipid Peroxidation , Neoplasm Transplantation , Neuroblastoma/metabolism , Neuroblastoma/pathology , Oxidation-Reduction , Phenotype , Reproducibility of Results
2.
J Biol Inorg Chem ; 29(4): 427-439, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38796812

ABSTRACT

Chlorothalonil (2,4,5,6-tetrachloroisophthalonitrile; TPN) is an environmentally persistent fungicide that sees heavy use in the USA and is highly toxic to aquatic species and birds, as well as a probable human carcinogen. The chlorothalonil dehalogenase from Pseudomonas sp. CTN-3 (Chd, UniProtKB C9EBR5) degrades TPN to its less toxic 4-OH-TPN analog making it an exciting candidate for the development of a bioremediation process for TPN; however, little is currently known about its catalytic mechanism. Therefore, an active site residue histidine-114 (His114) which forms a hydrogen bond with the Zn(II)-bound water/hydroxide and has been suggested to be the active site acid/base, was substituted by an Ala residue. Surprisingly, ChdH114A exhibited catalytic activity with a kcat value of 1.07 s-1, ~ 5% of wild-type (WT) Chd, and a KM of 32 µM. Thus, His114 is catalytically important but not essential. The electronic and structural aspects of the WT Chd and ChdH114A active sites were examined using UV-Vis and EPR spectroscopy on the catalytically competent Co(II)-substituted enzyme as well as all-atomistic molecular dynamics (MD) simulations. Combination of these data suggest His114 can quickly and reversibly move nearly 2 Å between one conformation that facilitates catalysis and another that enables product egress and active site recharge. In light of experimental and computational data on ChdH114A, Asn216 appears to play a role in substrate binding and preorganization of the transition-state while Asp116 likely facilitates the deprotonation of the Zn(II)-bound water in the absence of His114. Based on these data, an updated proposed catalytic mechanism for Chd is presented.


Subject(s)
Histidine , Nitriles , Pseudomonas , Pseudomonas/enzymology , Pseudomonas/metabolism , Nitriles/metabolism , Nitriles/chemistry , Histidine/chemistry , Histidine/metabolism , Hydrolysis , Biocatalysis , Catalytic Domain , Fungicides, Industrial/chemistry , Fungicides, Industrial/metabolism , Halogenation , Hydrolases/metabolism , Hydrolases/chemistry
3.
Acta Neuropathol ; 146(4): 565-583, 2023 10.
Article in English | MEDLINE | ID: mdl-37548694

ABSTRACT

Deficiency of dietary choline, an essential nutrient, is observed worldwide, with ~ 90% of Americans being deficient. Previous work highlights a relationship between decreased choline intake and an increased risk for cognitive decline and Alzheimer's disease (AD). The associations between blood circulating choline and the pathological progression in both mild cognitive impairment (MCI) and AD remain unknown. Here, we examined these associations in a cohort of patients with MCI with presence of either sparse or high neuritic plaque density and Braak stage and a second cohort with either moderate AD (moderate to frequent neuritic plaques, Braak stage = IV) or severe AD (frequent neuritic plaques, Braak stage = VI), compared to age-matched controls. Metabolomic analysis was performed on serum from the AD cohort. We then assessed the effects of dietary choline deficiency (Ch-) in 3xTg-AD mice and choline supplementation (Ch+) in APP/PS1 mice, two rodent models of AD. The levels of circulating choline were reduced while pro-inflammatory cytokine TNFα was elevated in serum of both MCI sparse and high pathology cases. Reduced choline and elevated TNFα correlated with higher neuritic plaque density and Braak stage. In AD patients, we found reductions in choline, its derivative acetylcholine (ACh), and elevated TNFα. Choline and ACh levels were negatively correlated with neuritic plaque load, Braak stage, and TNFα, but positively correlated with MMSE, and brain weight. Metabolites L-Valine, 4-Hydroxyphenylpyruvic, Methylmalonic, and Ferulic acids were significantly associated with circuiting choline levels. In 3xTg-AD mice, the Ch- diet increased amyloid-ß levels and tau phosphorylation in cortical tissue, and TNFα in both blood and cortical tissue, paralleling the severe human-AD profile. Conversely, the Ch+ diet increased choline and ACh while reducing amyloid-ß and TNFα levels in brains of APP/PS1 mice. Collectively, low circulating choline is associated with AD-neuropathological progression, illustrating the importance of adequate dietary choline intake to offset disease.


Subject(s)
Alzheimer Disease , Humans , Mice , Animals , Alzheimer Disease/pathology , Choline/pharmacology , Tumor Necrosis Factor-alpha , Plaque, Amyloid/pathology , Amyloid beta-Peptides/metabolism , Acetylcholine , Inflammation , tau Proteins/metabolism
4.
J Immunol ; 205(5): 1345-1354, 2020 09 01.
Article in English | MEDLINE | ID: mdl-32727888

ABSTRACT

The therapeutic use of Abs in cancer, autoimmunity, transplantation, and other fields is among the major biopharmaceutical advances of the 20th century. Broader use of Ab-based drugs is constrained because of their high production costs and frequent side effects. One promising approach to overcome these limitations is the use of highly diluted Abs, which are produced by gradual reduction of an Ab concentration to an extremely low level. This technology was used to create a group of drugs for the treatment of various diseases, depending on the specificity of the used Abs. Highly diluted Abs to IFN-γ (hd-anti-IFN-γ) have been demonstrated to be efficacious against influenza and other respiratory infections in a variety of preclinical and clinical studies. In the current study, we provide evidence for a possible mechanism of action of hd-anti-IFN-γ. Using high-resolution solution nuclear magnetic resonance spectroscopy, we show that the drug induced conformational changes in the IFN-γ molecule. Chemical shift changes occurred in the amino acids located primarily at the dimer interface and at the C-terminal region of IFN-γ. These molecular changes could be crucial for the function of the protein, as evidenced by an observed hd-anti-IFN-γ-induced increase in the specific binding of IFN-γ to its receptor in U937 cells, enhanced induced production of IFN-γ in human PBMC culture, and increased survival of influenza A-infected mice.


Subject(s)
Biological Products/pharmacology , Amino Acids/metabolism , Animals , Cell Line , Cell Line, Tumor , Dogs , Female , Humans , Influenza A virus/drug effects , Interferon-gamma/metabolism , Leukocytes, Mononuclear/drug effects , Madin Darby Canine Kidney Cells , Mice , Mice, Inbred BALB C , Orthomyxoviridae Infections/drug therapy , Orthomyxoviridae Infections/metabolism , U937 Cells
5.
Biophys J ; 119(2): 360-374, 2020 07 21.
Article in English | MEDLINE | ID: mdl-32585130

ABSTRACT

An understanding of the structure-dynamics relationship is essential for understanding how a protein works. Prior research has shown that the activity of a protein correlates with intradomain dynamics occurring at picosecond to millisecond timescales. However, the correlation between interdomain dynamics and the function of a protein is poorly understood. Here, we show that communications between the catalytic and hemopexin domains of matrix metalloprotease-1 (MMP1) on type 1 collagen fibrils correlate with its activity. Using single-molecule Förster resonance energy transfer, we identified functionally relevant open conformations in which the two MMP1 domains are well separated, which were significantly absent for catalytically inactive point mutant (E219Q) of MMP1 and could be modulated by an inhibitor or an enhancer of activity. The observed relevance of open conformations resolves the debate about the roles of open and closed MMP1 structures in function. We fitted the histograms of single-molecule Förster resonance energy transfer values to a sum of two Gaussians and the autocorrelations to an exponential and power law. We used a two-state Poisson process to describe the dynamics and calculate the kinetic rates from the fit parameters. All-atom and coarse-grained simulations reproduced some of the experimental features and revealed substrate-dependent MMP1 dynamics. Our results suggest that an interdomain separation facilitates opening up the catalytic pocket so that the collagen chains come closer to the MMP1 active site. Coordination of functional conformations at different parts of MMP1 occurs via allosteric communications that can take place via interactions mediated by collagen even if the linker between the domains is absent. Modeling dynamics as a Poisson process enables connecting the picosecond timescales of molecular dynamics simulations with the millisecond timescales of single-molecule measurements. Water-soluble MMP1 interacting with water-insoluble collagen fibrils poses challenges for biochemical studies that the single-molecule tracking can overcome for other insoluble substrates. Interdomain communications are likely important for multidomain proteins.


Subject(s)
Matrix Metalloproteinase 1 , Molecular Dynamics Simulation , Catalytic Domain , Kinetics , Matrix Metalloproteinase 1/genetics , Matrix Metalloproteinase 1/metabolism , Proteins
6.
Nat Chem Biol ; 13(1): 81-90, 2017 Jan.
Article in English | MEDLINE | ID: mdl-27842066

ABSTRACT

Enigmatic lipid peroxidation products have been claimed as the proximate executioners of ferroptosis-a specialized death program triggered by insufficiency of glutathione peroxidase 4 (GPX4). Using quantitative redox lipidomics, reverse genetics, bioinformatics and systems biology, we discovered that ferroptosis involves a highly organized oxygenation center, wherein oxidation in endoplasmic-reticulum-associated compartments occurs on only one class of phospholipids (phosphatidylethanolamines (PEs)) and is specific toward two fatty acyls-arachidonoyl (AA) and adrenoyl (AdA). Suppression of AA or AdA esterification into PE by genetic or pharmacological inhibition of acyl-CoA synthase 4 (ACSL4) acts as a specific antiferroptotic rescue pathway. Lipoxygenase (LOX) generates doubly and triply-oxygenated (15-hydroperoxy)-diacylated PE species, which act as death signals, and tocopherols and tocotrienols (vitamin E) suppress LOX and protect against ferroptosis, suggesting a homeostatic physiological role for vitamin E. This oxidative PE death pathway may also represent a target for drug discovery.


Subject(s)
Arachidonic Acid/metabolism , Fatty Acids, Unsaturated/metabolism , Phospholipids/metabolism , Animals , Arachidonic Acid/antagonists & inhibitors , Cell Death/drug effects , Cell Line , Coenzyme A Ligases/antagonists & inhibitors , Coenzyme A Ligases/deficiency , Coenzyme A Ligases/metabolism , Fatty Acids, Unsaturated/antagonists & inhibitors , Female , Male , Mice , Mice, Inbred C57BL , Mice, Knockout
7.
Biochim Biophys Acta Biomembr ; 1860(5): 1057-1068, 2018 May.
Article in English | MEDLINE | ID: mdl-29317202

ABSTRACT

The interaction between cardiolipin (CL) and cytochrome c (cyt-c) results in a gain of function of peroxidase activity by cyt-c. Despite intensive research, disagreements on nature and molecular details of this interaction remain. In particular, it is still not known how the interaction triggers the onset of apoptosis. Enzymatic characterization of peroxidase activity has highlighted the need for a critical threshold concentration of CL, a finding of profound physiological relevance in vivo. Using solution NMR, fluorescence spectroscopy, and in silico modeling approaches we here confirm that full binding of cyt-c to the membrane requires a CL:cyt-c threshold ratio of 5:1. Among three binding sites, the simultaneous binding of two sites, at two opposing sides of the heme, provides a mechanism to open the heme crevice to substrates. This results in "productive binding" in which cyt-c then sequesters CL, inducing curvature in the membrane. Membrane perturbation along with lipid peroxidation, due to interactions of heme/CL acyl chains, initiates the next step in the apoptotic pathway of making the membrane leaky. The third CL binding site while allowing interaction with the membrane, does not cluster CL or induce subsequent events, making this interaction "unproductive".


Subject(s)
Cardiolipins/metabolism , Cytochromes c/metabolism , Membranes/metabolism , Peroxidase/metabolism , Amino Acid Sequence , Animals , Cardiolipins/chemistry , Cytochromes c/chemistry , Cytochromes c/genetics , Horses , Models, Molecular , Molecular Docking Simulation , Mutagenesis, Site-Directed , Peroxidase/chemistry , Peroxidase/genetics , Protein Binding , Protein Interaction Domains and Motifs/genetics , Structure-Activity Relationship , Unilamellar Liposomes
8.
Article in English | MEDLINE | ID: mdl-27498292

ABSTRACT

Since its discovery 75years ago, a wealth of knowledge has accumulated on the role of cardiolipin, the hallmark phospholipid of mitochondria, in bioenergetics and particularly on the structural organization of the inner mitochondrial membrane. A surge of interest in this anionic doubly-charged tetra-acylated lipid found in both prokaryotes and mitochondria has emerged based on its newly discovered signaling functions. Cardiolipin displays organ, tissue, cellular and transmembrane distribution asymmetries. A collapse of the membrane asymmetry represents a pro-mitophageal mechanism whereby externalized cardiolipin acts as an "eat-me" signal. Oxidation of cardiolipin's polyunsaturated acyl chains - catalyzed by cardiolipin complexes with cytochrome c. - is a pro-apoptotic signal. The messaging functions of myriads of cardiolipin species and their oxidation products are now being recognized as important intracellular and extracellular signals for innate and adaptive immune systems. This newly developing field of research exploring cardiolipin signaling is the main subject of this review. This article is part of a Special Issue entitled: Lipids of Mitochondria edited by Guenther Daum.


Subject(s)
Cardiolipins/metabolism , Signal Transduction/physiology , Animals , Cytochromes c/metabolism , Humans , Mitochondria/metabolism , Mitochondrial Membranes/metabolism , Oxidation-Reduction , Phospholipids/metabolism
10.
J Immunol ; 192(6): 2920-31, 2014 Mar 15.
Article in English | MEDLINE | ID: mdl-24554775

ABSTRACT

Cross-presentation is one of the main features of dendritic cells (DCs), which is critically important for the development of spontaneous and therapy-inducible antitumor immune responses. Patients, at early stages of cancer, have normal presence of DCs. However, the difficulties in the development of antitumor responses in patients with low tumor burden raised the question of the mechanisms of DC dysfunction. In this study, we found that, in differentiated DCs, tumor-derived factors blocked the cross-presentation of exogenous Ags without inhibiting the Ag presentation of endogenous protein or peptides. This effect was caused by intracellular accumulation of different types of oxidized neutral lipids: triglycerides, cholesterol esters, and fatty acids. In contrast, the accumulation of nonoxidized lipids did not affect cross-presentation. Oxidized lipids blocked cross-presentation by reducing the expression of peptide-MHC class I complexes on the cell surface. Thus, this study suggests the novel role of oxidized lipids in the regulation of cross-presentation.


Subject(s)
Antigen Presentation/immunology , Cross-Priming/immunology , Dendritic Cells/immunology , Lipids/immunology , Neoplasms/immunology , Acetylcysteine/analogs & derivatives , Acetylcysteine/pharmacology , Animals , Cell Line, Tumor , Cells, Cultured , Culture Media, Conditioned/metabolism , Culture Media, Conditioned/pharmacology , Cysteine Proteinase Inhibitors/pharmacology , Dendritic Cells/drug effects , Dendritic Cells/metabolism , Flow Cytometry , Histocompatibility Antigens Class I/immunology , Histocompatibility Antigens Class II/immunology , Humans , Interferon-gamma/pharmacology , Lipids/chemistry , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Mice, Transgenic , Microscopy, Confocal , Neoplasms/metabolism , Neoplasms/pathology , Ovalbumin/immunology , Oxidation-Reduction , Peptide Fragments/immunology
11.
Biophys J ; 109(6): 1282-94, 2015 Sep 15.
Article in English | MEDLINE | ID: mdl-26300339

ABSTRACT

Cardiolipins (CL) represent unique phospholipids of bacteria and eukaryotic mitochondria with four acyl chains and two phosphate groups that have been implicated in numerous functions from energy metabolism to apoptosis. Many proteins are known to interact with CL, and several cocrystal structures of protein-CL complexes exist. In this work, we describe the collection of the first systematic and, to the best of our knowledge, the comprehensive gold standard data set of all known CL-binding proteins. There are 62 proteins in this data set, 21 of which have nonredundant crystal structures with bound CL molecules available. Using binding patch analysis of amino acid frequencies, secondary structures and loop supersecondary structures considering phosphate and acyl chain binding regions together and separately, we gained a detailed understanding of the general structural and dynamic features involved in CL binding to proteins. Exhaustive docking of CL to all known structures of proteins experimentally shown to interact with CL demonstrated the validity of the docking approach, and provides a rich source of information for experimentalists who may wish to validate predictions.


Subject(s)
Cardiolipins/metabolism , Proteins/metabolism , Binding Sites , Cardiolipins/chemistry , Cardiolipins/genetics , Databases, Chemical , Hydrophobic and Hydrophilic Interactions , Molecular Docking Simulation , Protein Structure, Secondary , Proteins/chemistry
12.
J Biol Chem ; 289(47): 32488-98, 2014 Nov 21.
Article in English | MEDLINE | ID: mdl-25278024

ABSTRACT

Cytochrome c is a multifunctional hemoprotein in the mitochondrial intermembrane space whereby its participation in electron shuttling between respiratory complexes III and IV is alternative to its role in apoptosis as a peroxidase activated by interaction with cardiolipin (CL), and resulting in selective CL peroxidation. The switch from electron transfer to peroxidase function requires partial unfolding of the protein upon binding of CL, whose specific features combine negative charges of the two phosphate groups with four hydrophobic fatty acid residues. Assuming that other endogenous small molecule ligands with a hydrophobic chain and a negatively charged functionality may activate cytochrome c into a peroxidase, we investigated two hydrophobic anionic analogues of vitamin E, α-tocopherol succinate (α-TOS) and α-tocopherol phosphate (α-TOP), as potential inducers of peroxidase activity of cytochrome c. NMR studies and computational modeling indicate that they interact with cytochrome c at similar sites previously proposed for CL. Absorption spectroscopy showed that both analogues effectively disrupt the Fe-S(Met(80)) bond associated with unfolding of cytochrome c. We found that α-TOS and α-TOP stimulate peroxidase activity of cytochrome c. Enhanced peroxidase activity was also observed in isolated rat liver mitochondria incubated with α-TOS and tBOOH. A mitochondria-targeted derivative of TOS, triphenylphosphonium-TOS (mito-VES), was more efficient in inducing H2O2-dependent apoptosis in mouse embryonic cytochrome c(+/+) cells than in cytochrome c(-/-) cells. Essential for execution of the apoptotic program peroxidase activation of cytochrome c by α-TOS may contribute to its known anti-cancer pharmacological activity.


Subject(s)
Cytochromes c/chemistry , Peroxidase/chemistry , alpha-Tocopherol/analogs & derivatives , alpha-Tocopherol/chemistry , Animals , Apoptosis/drug effects , Apoptosis/genetics , Binding Sites/genetics , Cell Line , Cytochromes c/genetics , Cytochromes c/metabolism , Enzyme Activation/drug effects , Horses , Hydrophobic and Hydrophilic Interactions , Magnetic Resonance Spectroscopy , Male , Mice, Knockout , Models, Molecular , Molecular Structure , Peroxidase/metabolism , Protein Binding , Protein Structure, Tertiary , Spectrophotometry , Vitamins/chemistry , Vitamins/metabolism , Vitamins/pharmacology , alpha-Tocopherol/pharmacology
13.
Biochim Biophys Acta ; 1837(5): 656-63, 2014 May.
Article in English | MEDLINE | ID: mdl-24333783

ABSTRACT

Experimental folding studies of membrane proteins are more challenging than water-soluble proteins because of the higher hydrophobicity content of membrane embedded sequences and the need to provide a hydrophobic milieu for the transmembrane regions. The first challenge is their denaturation: due to the thermodynamic instability of polar groups in the membrane, secondary structures in membrane proteins are more difficult to disrupt than in soluble proteins. The second challenge is to refold from the denatured states. Successful refolding of membrane proteins has almost always been from very subtly denatured states. Therefore, it can be useful to analyze membrane protein folding using computational methods, and we will provide results obtained with simulated unfolding of membrane protein structures using the Floppy Inclusions and Rigid Substructure Topography (FIRST) method. Computational methods have the advantage that they allow a direct comparison between diverse membrane proteins. We will review here both, experimental and FIRST studies of the retinal binding proteins bacteriorhodopsin and mammalian rhodopsin, and discuss the extension of the findings to deriving hypotheses on the mechanisms of folding of membrane proteins in general. This article is part of a Special Issue entitled: Retinal Proteins-You can teach an old dog new tricks.


Subject(s)
Bacteriorhodopsins/chemistry , Molecular Dynamics Simulation , Retinaldehyde/chemistry , Rhodopsin/chemistry , Bacteriorhodopsins/metabolism , Euryarchaeota/chemistry , Euryarchaeota/physiology , Humans , Hydrophobic and Hydrophilic Interactions , Kinetics , Protein Denaturation , Protein Folding , Protein Refolding , Protein Structure, Secondary , Retinaldehyde/metabolism , Rhodopsin/metabolism , Structural Homology, Protein , Thermodynamics
14.
Biochemistry ; 53(46): 7160-9, 2014 Nov 25.
Article in English | MEDLINE | ID: mdl-25268658

ABSTRACT

Rhodopsin is a model system for understanding membrane protein folding. Recently, conditions that allow maximally denaturing rhodopsin without causing aggregation have been determined, opening the door to the first structural characterization of denatured states of rhodopsin by nuclear magnetic resonance (NMR) and electron paramagnetic resonance (EPR) spectroscopy. One-dimensional 1H NMR spectra confirm a progressive increase in flexibility of resonances in rhodopsin with increasing denaturant concentrations. Two-dimensional 1H-15N HSQC spectra of [15N]-α-lysine-labeled rhodopsin in which signals arise primarily from residues in the cytoplasmic (CP) domain and of [15N]-α,ε-tryptophan-labeled rhodopsin in which signals arise only from transmembrane (TM) and extracellular (EC) residues indicate qualitatively that EC and CP domains may be differentially affected by denaturation. To obtain residue-specific information, particular residues in EC and CP domains were investigated by site-directed spin labeling. EPR spectra of the spin-labeled samples indicate that the EC residues retain more rigidity in the denatured states than the CP residues. These results support the notion of residual structure in denatured states of rhodopsin.


Subject(s)
Protein Denaturation , Rhodopsin/chemistry , Amino Acid Sequence , Animals , COS Cells , Cell Membrane/chemistry , Chlorocebus aethiops , Electron Spin Resonance Spectroscopy , HEK293 Cells , Humans , Models, Molecular , Molecular Sequence Data , Nuclear Magnetic Resonance, Biomolecular , Protein Folding , Protein Structure, Secondary , Protein Structure, Tertiary
15.
J Biol Chem ; 288(1): 111-21, 2013 Jan 04.
Article in English | MEDLINE | ID: mdl-23150663

ABSTRACT

The nucleoside diphosphate kinase Nm23-H4/NDPK-D forms symmetrical hexameric complexes in the mitochondrial intermembrane space with phosphotransfer activity using mitochondrial ATP to regenerate nucleoside triphosphates. We demonstrate the complex formation between Nm23-H4 and mitochondrial GTPase OPA1 in rat liver, suggesting its involvement in local and direct GTP delivery. Similar to OPA1, Nm23-H4 is further known to strongly bind in vitro to anionic phospholipids, mainly cardiolipin, and in vivo to the inner mitochondrial membrane. We show here that such protein-lipid complexes inhibit nucleoside diphosphate kinase activity but are necessary for another function of Nm23-H4, selective intermembrane lipid transfer. Mitochondrial lipid distribution was analyzed by liquid chromatography-mass spectrometry using HeLa cells expressing either wild-type Nm23-H4 or a membrane binding-deficient mutant at a site predicted based on molecular modeling to be crucial for cardiolipin binding and transfer mechanism. We found that wild type, but not the mutant enzyme, selectively increased the content of cardiolipin in the outer mitochondrial membrane, but the distribution of other more abundant phospholipids (e.g. phosphatidylcholine) remained unchanged. HeLa cells expressing the wild-type enzyme showed increased accumulation of Bax in mitochondria and were sensitized to rotenone-induced apoptosis as revealed by stimulated release of cytochrome c into the cytosol, elevated caspase 3/7 activity, and increased annexin V binding. Based on these data and molecular modeling, we propose that Nm23-H4 acts as a lipid-dependent mitochondrial switch with dual function in phosphotransfer serving local GTP supply and cardiolipin transfer for apoptotic signaling and putative other functions.


Subject(s)
Cardiolipins/physiology , Intracellular Membranes/metabolism , Lipids/chemistry , Nucleoside Diphosphate Kinase D/chemistry , Nucleoside Diphosphate Kinase D/physiology , Animals , Apoptosis , Cardiolipins/chemistry , GTP Phosphohydrolases/chemistry , Lipid Metabolism , Liver/metabolism , Male , Models, Molecular , Phospholipids/chemistry , Protein Binding , Protein Conformation , Rats , Rats, Wistar
16.
Bioinformatics ; 29(13): i217-26, 2013 Jul 01.
Article in English | MEDLINE | ID: mdl-23812987

ABSTRACT

MOTIVATION: An important aspect of infectious disease research involves understanding the differences and commonalities in the infection mechanisms underlying various diseases. Systems biology-based approaches study infectious diseases by analyzing the interactions between the host species and the pathogen organisms. This work aims to combine the knowledge from experimental studies of host-pathogen interactions in several diseases to build stronger predictive models. Our approach is based on a formalism from machine learning called 'multitask learning', which considers the problem of building models across tasks that are related to each other. A 'task' in our scenario is the set of host-pathogen protein interactions involved in one disease. To integrate interactions from several tasks (i.e. diseases), our method exploits the similarity in the infection process across the diseases. In particular, we use the biological hypothesis that similar pathogens target the same critical biological processes in the host, in defining a common structure across the tasks. RESULTS: Our current work on host-pathogen protein interaction prediction focuses on human as the host, and four bacterial species as pathogens. The multitask learning technique we develop uses a task-based regularization approach. We find that the resulting optimization problem is a difference of convex (DC) functions. To optimize, we implement a Convex-Concave procedure-based algorithm. We compare our integrative approach to baseline methods that build models on a single host-pathogen protein interaction dataset. Our results show that our approach outperforms the baselines on the training data. We further analyze the protein interaction predictions generated by the models, and find some interesting insights. AVAILABILITY: The predictions and code are available at: http://www.cs.cmu.edu/∼mkshirsa/ismb2013_paper320.html . SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Subject(s)
Artificial Intelligence , Bacterial Proteins/metabolism , Host-Pathogen Interactions , Protein Interaction Mapping/methods , Algorithms , Humans
17.
Nucleic Acids Res ; 40(Web Server issue): W147-51, 2012 Jul.
Article in English | MEDLINE | ID: mdl-22689642

ABSTRACT

Protein-protein interactions (PPIs) play a crucial role in biology, and high-throughput experiments have greatly increased the coverage of known interactions. Still, identification of complete inter- and intraspecies interactomes is far from being complete. Experimental data can be complemented by the prediction of PPIs within an organism or between two organisms based on the known interactions of the orthologous genes of other organisms (interologs). Here, we present the BIANA (Biologic Interactions and Network Analysis) Interolog Prediction Server (BIPS), which offers a web-based interface to facilitate PPI predictions based on interolog information. BIPS benefits from the capabilities of the framework BIANA to integrate the several PPI-related databases. Additional metadata can be used to improve the reliability of the predicted interactions. Sensitivity and specificity of the server have been calculated using known PPIs from different interactomes using a leave-one-out approach. The specificity is between 72 and 98%, whereas sensitivity varies between 1 and 59%, depending on the sequence identity cut-off used to calculate similarities between sequences. BIPS is freely accessible at http://sbi.imim.es/BIPS.php.


Subject(s)
Protein Interaction Mapping/methods , Software , Databases, Protein , Internet , Protein Interaction Domains and Motifs , Proteins/genetics , Sequence Alignment , Sequence Analysis, Protein , User-Computer Interface
18.
Angew Chem Int Ed Engl ; 53(8): 2078-84, 2014 Feb 17.
Article in English | MEDLINE | ID: mdl-24505031

ABSTRACT

The mammalian visual dim-light photoreceptor rhodopsin is considered a prototype G protein-coupled receptor. Here, we characterize the kinetics of its light-activation process. Milligram quantities of α,ε-(15)N-labeled tryptophan rhodopsin were produced in stably transfected HEK293 cells. Assignment of the chemical shifts of the indole signals was achieved by generating the single-point-tryptophan to phenylalanine mutants, and the kinetics of each of the five tryptophan residues were recorded. We find kinetic partitioning in rhodopsin decay, including three half-lives, that reveal two parallel processes subsequent to rhodopsin activation that are related to the photocycle. The meta II and meta III states emerge in parallel with a relative ratio of about 3:1. Transient formation of the meta III state was confirmed by flash photolysis experiments. From analysis of the site-resolved kinetic data we propose the involvement of the E2 -loop in the formation of the meta III state.


Subject(s)
Rhodopsin/chemistry , Amino Acid Substitution , Animals , Cattle , HEK293 Cells , Half-Life , Humans , Kinetics , Light , Magnetic Resonance Spectroscopy , Nitrogen Isotopes/chemistry , Photoreceptor Cells/metabolism , Protein Structure, Secondary , Rhodopsin/genetics , Rhodopsin/metabolism , Solutions/chemistry
19.
Biomedicines ; 12(7)2024 Jul 05.
Article in English | MEDLINE | ID: mdl-39062068

ABSTRACT

The field of multi-omics has witnessed unprecedented growth, converging multiple scientific disciplines and technological advances. This surge is evidenced by a more than doubling in multi-omics scientific publications within just two years (2022-2023) since its first referenced mention in 2002, as indexed by the National Library of Medicine. This emerging field has demonstrated its capability to provide comprehensive insights into complex biological systems, representing a transformative force in health diagnostics and therapeutic strategies. However, several challenges are evident when merging varied omics data sets and methodologies, interpreting vast data dimensions, streamlining longitudinal sampling and analysis, and addressing the ethical implications of managing sensitive health information. This review evaluates these challenges while spotlighting pivotal milestones: the development of targeted sampling methods, the use of artificial intelligence in formulating health indices, the integration of sophisticated n-of-1 statistical models such as digital twins, and the incorporation of blockchain technology for heightened data security. For multi-omics to truly revolutionize healthcare, it demands rigorous validation, tangible real-world applications, and smooth integration into existing healthcare infrastructures. It is imperative to address ethical dilemmas, paving the way for the realization of a future steered by omics-informed personalized medicine.

20.
Pac Symp Biocomput ; 29: 291-305, 2024.
Article in English | MEDLINE | ID: mdl-38160287

ABSTRACT

Assembling an "integrated structural map of the human cell" at atomic resolution will require a complete set of all human protein structures available for interaction with other biomolecules - the human protein structure targetome - and a pipeline of automated tools that allow quantitative analysis of millions of protein-ligand interactions. Toward this goal, we here describe the creation of a curated database of experimentally determined human protein structures. Starting with the sequences of 20,422 human proteins, we selected the most representative structure for each protein (if available) from the protein database (PDB), ranking structures by coverage of sequence by structure, depth (the difference between the final and initial residue number of each chain), resolution, and experimental method used to determine the structure. To enable expansion into an entire human targetome, we docked small molecule ligands to our curated set of protein structures. Using design constraints derived from comparing structure assembly and ligand docking results obtained with challenging protein examples, we here propose to combine this curated database of experimental structures with AlphaFold predictions and multi-domain assembly using DEMO2 in the future. To demonstrate the utility of our curated database in identification of the human protein structure targetome, we used docking with AutoDock Vina and created tools for automated analysis of affinity and binding site locations of the thousands of protein-ligand prediction results. The resulting human targetome, which can be updated and expanded with an evolving curated database and increasing numbers of ligands, is a valuable addition to the growing toolkit of structural bioinformatics.


Subject(s)
Computational Biology , Proteins , Humans , Ligands , Proteins/chemistry , Binding Sites , Protein Binding , Databases, Protein
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