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1.
Annu Rev Cell Dev Biol ; 36: 165-189, 2020 10 06.
Article in English | MEDLINE | ID: mdl-33021824

ABSTRACT

As the world's population ages, neurodegenerative disorders are poised to become the commonest cause of death. Despite this, they remain essentially untreatable. Characterized pathologically both by the aggregation of disease-specific misfolded proteins and by changes in cellular stress responses, to date, therapeutic approaches have focused almost exclusively on reducing misfolded protein load-notably amyloid beta (Aß) in Alzheimer's disease. The repeated failure of clinical trials has led to despondency over the possibility that these disorders will ever be treated. We argue that this is in fact a time for optimism: Targeting various generic stress responses is emerging as an increasingly promising means of modifying disease progression across these disorders. New treatments are approaching clinical trials, while novel means of targeting aggregates could eventually act preventively in early disease.


Subject(s)
Neurodegenerative Diseases/therapy , Protein Aggregates , Stress, Physiological , Animals , Autophagosomes/metabolism , Humans , Lysosomes/metabolism , Unfolded Protein Response
2.
Immunity ; 57(2): 256-270.e10, 2024 Feb 13.
Article in English | MEDLINE | ID: mdl-38354703

ABSTRACT

Antibodies can block immune receptor engagement or trigger the receptor machinery to initiate signaling. We hypothesized that antibody agonists trigger signaling by sterically excluding large receptor-type protein tyrosine phosphatases (RPTPs) such as CD45 from sites of receptor engagement. An agonist targeting the costimulatory receptor CD28 produced signals that depended on antibody immobilization and were sensitive to the sizes of the receptor, the RPTPs, and the antibody itself. Although both the agonist and a non-agonistic anti-CD28 antibody locally excluded CD45, the agonistic antibody was more effective. An anti-PD-1 antibody that bound membrane proximally excluded CD45, triggered Src homology 2 domain-containing phosphatase 2 recruitment, and suppressed systemic lupus erythematosus and delayed-type hypersensitivity in experimental models. Paradoxically, nivolumab and pembrolizumab, anti-PD-1-blocking antibodies used clinically, also excluded CD45 and were agonistic in certain settings. Reducing these agonistic effects using antibody engineering improved PD-1 blockade. These findings establish a framework for developing new and improved therapies for autoimmunity and cancer.


Subject(s)
Protein Tyrosine Phosphatases , Signal Transduction , Protein Tyrosine Phosphatases/metabolism , CD28 Antigens , Receptors, Immunologic
3.
Cell ; 173(3): 720-734.e15, 2018 04 19.
Article in English | MEDLINE | ID: mdl-29677515

ABSTRACT

Reversible phase separation underpins the role of FUS in ribonucleoprotein granules and other membrane-free organelles and is, in part, driven by the intrinsically disordered low-complexity (LC) domain of FUS. Here, we report that cooperative cation-π interactions between tyrosines in the LC domain and arginines in structured C-terminal domains also contribute to phase separation. These interactions are modulated by post-translational arginine methylation, wherein arginine hypomethylation strongly promotes phase separation and gelation. Indeed, significant hypomethylation, which occurs in FUS-associated frontotemporal lobar degeneration (FTLD), induces FUS condensation into stable intermolecular ß-sheet-rich hydrogels that disrupt RNP granule function and impair new protein synthesis in neuron terminals. We show that transportin acts as a physiological molecular chaperone of FUS in neuron terminals, reducing phase separation and gelation of methylated and hypomethylated FUS and rescuing protein synthesis. These results demonstrate how FUS condensation is physiologically regulated and how perturbations in these mechanisms can lead to disease.


Subject(s)
Arginine/chemistry , Molecular Chaperones/chemistry , RNA-Binding Protein FUS/chemistry , Amyotrophic Lateral Sclerosis/metabolism , Animals , Cations , DNA Methylation , Frontotemporal Dementia/metabolism , Frontotemporal Lobar Degeneration/metabolism , Humans , Microscopy, Atomic Force , Microscopy, Fluorescence , Protein Binding , Protein Domains , Protein Processing, Post-Translational , Protein Structure, Secondary , RNA-Binding Protein FUS/metabolism , Tyrosine/chemistry , Xenopus laevis
4.
Nat Immunol ; 17(5): 574-582, 2016 May.
Article in English | MEDLINE | ID: mdl-26998761

ABSTRACT

It has been proposed that the local segregation of kinases and the tyrosine phosphatase CD45 underpins T cell antigen receptor (TCR) triggering, but how such segregation occurs and whether it can initiate signaling is unclear. Using structural and biophysical analysis, we show that the extracellular region of CD45 is rigid and extends beyond the distance spanned by TCR-ligand complexes, implying that sites of TCR-ligand engagement would sterically exclude CD45. We also show that the formation of 'close contacts', new structures characterized by spontaneous CD45 and kinase segregation at the submicron-scale, initiates signaling even when TCR ligands are absent. Our work reveals the structural basis for, and the potent signaling effects of, local CD45 and kinase segregation. TCR ligands have the potential to heighten signaling simply by holding receptors in close contacts.


Subject(s)
Leukocyte Common Antigens/immunology , Receptors, Antigen, T-Cell/immunology , Signal Transduction/immunology , T-Lymphocytes/immunology , Crystallography, X-Ray , HEK293 Cells , Humans , Jurkat Cells , Leukocyte Common Antigens/chemistry , Leukocyte Common Antigens/metabolism , Lymphocyte Specific Protein Tyrosine Kinase p56(lck)/immunology , Lymphocyte Specific Protein Tyrosine Kinase p56(lck)/metabolism , Microscopy, Electron , Microscopy, Fluorescence/methods , Models, Molecular , Protein Structure, Tertiary , Receptors, Antigen, T-Cell/metabolism , T-Lymphocytes/metabolism , Time Factors , ZAP-70 Protein-Tyrosine Kinase/immunology , ZAP-70 Protein-Tyrosine Kinase/metabolism
5.
Cell ; 149(5): 1048-59, 2012 May 25.
Article in English | MEDLINE | ID: mdl-22632969

ABSTRACT

Here, we use single-molecule techniques to study the aggregation of α-synuclein, the protein whose misfolding and deposition is associated with Parkinson's disease. We identify a conformational change from the initially formed oligomers to stable, more compact proteinase-K-resistant oligomers as the key step that leads ultimately to fibril formation. The oligomers formed as a result of the structural conversion generate much higher levels of oxidative stress in rat primary neurons than do the oligomers formed initially, showing that they are more damaging to cells. The structural conversion is remarkably slow, indicating a high kinetic barrier for the conversion and suggesting that there is a significant period of time for the cellular protective machinery to operate and potentially for therapeutic intervention, prior to the onset of cellular damage. In the absence of added soluble protein, the assembly process is reversed and fibrils disaggregate to form stable oligomers, hence acting as a source of cytotoxic species.


Subject(s)
alpha-Synuclein/chemistry , alpha-Synuclein/metabolism , Animals , Cells, Cultured , Endopeptidase K/metabolism , Fluorescence Resonance Energy Transfer , Humans , Kinetics , Models, Molecular , Neurons/metabolism , Oxidative Stress , Rats
6.
Proc Natl Acad Sci U S A ; 120(21): e2216234120, 2023 05 23.
Article in English | MEDLINE | ID: mdl-37186840

ABSTRACT

Neurodegenerative diseases, such as Alzheimer's disease (AD), are associated with protein misfolding and aggregation into amyloid fibrils. Increasing evidence suggests that soluble, low-molecular-weight aggregates play a key role in disease-associated toxicity. Within this population of aggregates, closed-loop pore-like structures have been observed for a variety of amyloid systems, and their presence in brain tissues is associated with high levels of neuropathology. However, their mechanism of formation and relationship with mature fibrils have largely remained challenging to elucidate. Here, we use atomic force microscopy and statistical theory of biopolymers to characterize amyloid ring structures derived from the brains of AD patients. We analyze the bending fluctuations of protofibrils and show that the process of loop formation is governed by the mechanical properties of their chains. We conclude that ex vivo protofibril chains possess greater flexibility than that imparted by hydrogen-bonded networks characteristic of mature amyloid fibrils, such that they are able to form end-to-end connections. These results explain the diversity in the structures formed from protein aggregation and shed light on the links between early forms of flexible ring-forming aggregates and their role in disease.


Subject(s)
Alzheimer Disease , Amyloid , Humans , Amyloid/chemistry , Amyloid beta-Peptides/metabolism , Alzheimer Disease/metabolism , Amyloidogenic Proteins/metabolism , Brain/metabolism , Microscopy, Atomic Force/methods
8.
Mol Psychiatry ; 29(2): 369-386, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38102482

ABSTRACT

Understanding the role of small, soluble aggregates of beta-amyloid (Aß) and tau in Alzheimer's disease (AD) is of great importance for the rational design of preventative therapies. Here we report a set of methods for the detection, quantification, and characterisation of soluble aggregates in conditioned media of cerebral organoids derived from human iPSCs with trisomy 21, thus containing an extra copy of the amyloid precursor protein (APP) gene. We detected soluble beta-amyloid (Aß) and tau aggregates secreted by cerebral organoids from both control and the isogenic trisomy 21 (T21) genotype. We developed a novel method to normalise measurements to the number of live neurons within organoid-conditioned media based on glucose consumption. Thus normalised, T21 organoids produced 2.5-fold more Aß aggregates with a higher proportion of larger (300-2000 nm2) and more fibrillary-shaped aggregates than controls, along with 1.3-fold more soluble phosphorylated tau (pTau) aggregates, increased inflammasome ASC-specks, and a higher level of oxidative stress inducing thioredoxin-interacting protein (TXNIP). Importantly, all this was detectable prior to the appearance of histological amyloid plaques or intraneuronal tau-pathology in organoid slices, demonstrating the feasibility to model the initial pathogenic mechanisms for AD in-vitro using cells from live genetically pre-disposed donors before the onset of clinical disease. Then, using different iPSC clones generated from the same donor at different times in two independent experiments, we tested the reproducibility of findings in organoids. While there were differences in rates of disease progression between the experiments, the disease mechanisms were conserved. Overall, our results show that it is possible to non-invasively follow the development of pathology in organoid models of AD over time, by monitoring changes in the aggregates and proteins in the conditioned media, and open possibilities to study the time-course of the key pathogenic processes taking place.


Subject(s)
Alzheimer Disease , Amyloid beta-Peptides , Down Syndrome , Induced Pluripotent Stem Cells , Organoids , tau Proteins , Humans , Organoids/metabolism , Alzheimer Disease/metabolism , Alzheimer Disease/pathology , Alzheimer Disease/genetics , tau Proteins/metabolism , Down Syndrome/metabolism , Down Syndrome/genetics , Down Syndrome/pathology , Induced Pluripotent Stem Cells/metabolism , Amyloid beta-Peptides/metabolism , Amyloid beta-Protein Precursor/genetics , Amyloid beta-Protein Precursor/metabolism , Neurons/metabolism , Brain/metabolism , Brain/pathology , Carrier Proteins/metabolism , Carrier Proteins/genetics , Trisomy/genetics , Oxidative Stress , Plaque, Amyloid/metabolism , Plaque, Amyloid/pathology , Culture Media, Conditioned , Microscopy, Fluorescence/methods
9.
Brain ; 147(7): 2325-2333, 2024 Jul 05.
Article in English | MEDLINE | ID: mdl-38527856

ABSTRACT

APP gene dosage is strongly associated with Alzheimer's disease (AD) pathogenesis. Genomic duplication of the APP locus leads to autosomal dominant early-onset AD. Individuals with Down syndrome (trisomy of chromosome 21) harbour three copies of the APP gene and invariably develop progressive AD with highly characteristic neuropathological features. Restoring expression of APP to the equivalent of that of two gene copies, or lower, is a rational therapeutic strategy, as it would restore physiological levels of neuronal APP protein without the potentially deleterious consequences of inadvertently inducing loss of APP function. Here we find that antisense oligonucleotides (ASOs) targeting APP are an effective approach to reduce APP protein levels and rescue endolysosome and autophagy dysfunction in APP duplication and Trisomy 21 human induced pluripotent stem cell (hiPSC)-derived cortical neurons. Importantly, using ultrasensitive single-aggregate imaging techniques, we show that APP targeting ASOs significantly reduce both intracellular and extracellular amyloid-ß-containing aggregates. Our results highlight the potential of APP ASOs as a therapeutic approach for forms of AD caused by duplication of the APP gene, including monogenic AD and AD related to Down syndrome.


Subject(s)
Alzheimer Disease , Amyloid beta-Peptides , Amyloid beta-Protein Precursor , Down Syndrome , Induced Pluripotent Stem Cells , Lysosomes , Oligonucleotides, Antisense , Humans , Alzheimer Disease/metabolism , Alzheimer Disease/genetics , Alzheimer Disease/pathology , Amyloid beta-Protein Precursor/genetics , Amyloid beta-Protein Precursor/metabolism , Amyloid beta-Peptides/metabolism , Oligonucleotides, Antisense/pharmacology , Lysosomes/metabolism , Lysosomes/drug effects , Induced Pluripotent Stem Cells/metabolism , Induced Pluripotent Stem Cells/drug effects , Down Syndrome/genetics , Down Syndrome/metabolism , Down Syndrome/pathology , Neurons/metabolism , Neurons/drug effects , Endosomes/metabolism , Endosomes/drug effects , Cells, Cultured
10.
Proc Natl Acad Sci U S A ; 118(39)2021 09 28.
Article in English | MEDLINE | ID: mdl-34526387

ABSTRACT

T cell activation is initiated by T cell receptor (TCR) phosphorylation. This requires the local depletion of large receptor-type phosphatases from "close contacts" formed when T cells interact with surfaces presenting agonistic TCR ligands, but exactly how the ligands potentiate signaling is unclear. It has been proposed that TCR ligands could enhance receptor phosphorylation and signaling just by holding TCRs in phosphatase-depleted close contacts, but this has not been directly tested. We devised simple methods to move the TCR in and out of close contacts formed by T cells interacting with supported lipid bilayers (SLBs) and to slow the receptor's diffusion in the contacts, using a series of anti-CD3ε Fab- and ligand-based adducts of the receptor. TCRs engaging a Fab extended with the large extracellular region of CD45 were excluded from contacts and produced no signaling. Conversely, allowing the extended Fab to become tethered to the SLB trapped the TCR in the close contacts, leading to very strong signaling. Importantly, attaching untethered anti-CD3ε Fab or peptide/MHC ligands, each of which were largely inactive in solution but both of which reduced TCR diffusion in close contacts approximately fivefold, also initiated signaling during cell/SLB contact. Our findings indicate that holding TCRs in close contacts or simply slowing their diffusion in phosphatase-depleted regions of the cell surface suffices to initiate signaling, effects we could reproduce in single-particle stochastic simulations. Our study shows that the TCR is preconfigured for signaling in a way that allows it to be triggered by ligands acting simply as receptor "traps."


Subject(s)
Cell Communication , Cell Membrane/metabolism , Lipid Bilayers/metabolism , Lymphocyte Activation , Receptors, Antigen, T-Cell/metabolism , T-Lymphocytes/metabolism , Humans , Ligands , Phosphorylation , T-Lymphocytes/cytology
11.
Angew Chem Int Ed Engl ; 63(21): e202317756, 2024 May 21.
Article in English | MEDLINE | ID: mdl-38523073

ABSTRACT

Hyperphosphorylation and aggregation of the protein tau play key roles in the development of Alzheimer's disease (AD). While the molecular structure of the filamentous tau aggregates has been determined to atomic resolution, there is far less information available about the smaller, soluble aggregates, which are believed to be more toxic. Traditional techniques are limited to bulk measures and struggle to identify individual aggregates in complex biological samples. To address this, we developed a novel single-molecule pull-down-based assay (MAPTau) to detect and characterize individual tau aggregates in AD and control post-mortem brain and biofluids. Using MAPTau, we report the quantity, as well as the size and circularity of tau aggregates measured using super-resolution microscopy, revealing AD-specific differences in tau aggregate morphology. By adapting MAPTau to detect multiple phosphorylation markers in individual aggregates using two-color coincidence detection, we derived compositional profiles of the individual aggregates. We find an AD-specific phosphorylation profile of tau aggregates with more than 80 % containing multiple phosphorylations, compared to 5 % in age-matched non-AD controls. Our results show that MAPTau is able to identify disease-specific subpopulations of tau aggregates phosphorylated at different sites, that are invisible to other methods and enable the study of disease mechanisms and diagnosis.


Subject(s)
Alzheimer Disease , Protein Aggregates , tau Proteins , Humans , Alzheimer Disease/metabolism , Alzheimer Disease/diagnosis , tau Proteins/metabolism , tau Proteins/chemistry , tau Proteins/analysis , Phosphorylation , Single Molecule Imaging/methods , Brain/metabolism , Brain/diagnostic imaging , Brain/pathology
12.
Anal Chem ; 95(41): 15254-15263, 2023 10 17.
Article in English | MEDLINE | ID: mdl-37782556

ABSTRACT

The formation of soluble α-synuclein (α-syn) and amyloid-ß (Aß) aggregates is associated with the development of Parkinson's disease (PD). Current methods mainly focus on the measurement of the aggregate concentration and are unable to determine their heterogeneous size and shape, which potentially also change during the development of PD due to increased protein aggregation. In this work, we introduce aptamer-assisted single-molecule pull-down (APSiMPull) combined with super-resolution fluorescence imaging of α-syn and Aß aggregates in human serum from early PD patients and age-matched controls. Our diffraction-limited imaging results indicate that the proportion of α-syn aggregates (α-syn/(α-syn+Aß)) can be used to distinguish PD and control groups with an area under the curve (AUC) of 0.85. Further, super resolution fluorescence imaging reveals that PD serums have a higher portion of larger and rounder α-syn aggregates than controls. Little difference was observed for Aß aggregates. Combining these two metrics, we constructed a new biomarker and achieved an AUC of 0.90. The combination of the aggregate number and morphology provides a new approach to early PD diagnosis.


Subject(s)
Parkinson Disease , Humans , Parkinson Disease/diagnostic imaging , Parkinson Disease/metabolism , Protein Aggregates , alpha-Synuclein/metabolism , Amyloid beta-Peptides/metabolism
13.
Brain ; 145(2): 632-643, 2022 04 18.
Article in English | MEDLINE | ID: mdl-34410317

ABSTRACT

Aggregation of α-synuclein plays a key role in the development of Parkinson's disease. Soluble aggregates are present not only within human brain but also the CSF and blood. Characterizing the aggregates present in these biofluids may provide insights into disease mechanisms and also have potential for aiding diagnosis. We used two optical single-molecule imaging methods called aptamer DNA-PAINT and single-aggregate confocal fluorescence, together with high-resolution atomic force microscopy for specific detection and characterization of individual aggregates with intermolecular ß-sheet structure, present in the CSF and serum of 15 early stage Parkinson's disease patients compared to 10 healthy age-matched controls. We found aggregates ranging in size from 20 nm to 200 nm, in both CSF and serum. There was a difference in aggregate size distribution between Parkinson's disease and control groups with a significantly increased number of larger aggregates (longer than 150 nm) in the serum of patients with Parkinson's disease. To determine the chemical composition of the aggregates, we performed aptamer DNA-PAINT on serum following α-synuclein and amyloid-ß immunodepletion in an independent cohort of 11 patients with early stage Parkinson's disease and 10 control subjects. ß-Sheet aggregates in the serum of Parkinson's disease patients were found to consist of, on average, 50% α-synuclein and 50% amyloid-ß in contrast to 30% α-synuclein and 70% amyloid-ß in control serum [the differences in the proportion of these aggregates were statistically significant between diseased and control groups (P = 1.7 × 10-5 for each species)]. The ratio of the number of ß-sheet α-synuclein aggregates to ß-sheet amyloid-ß aggregates in serum extracted using our super-resolution method discriminated Parkinson's disease cases from controls with an accuracy of 98.2% (AUC = 98.2%, P = 4.3 × 10-5). Our data suggest that studying the protein aggregates present in serum can provide information about the disruption of protein homeostasis occurring in Parkinson's disease and warrants further investigation as a potential biomarker of disease.


Subject(s)
Parkinson Disease , alpha-Synuclein , Amyloid beta-Peptides/metabolism , Biomarkers/metabolism , Brain/metabolism , Humans , Parkinson Disease/metabolism , Protein Aggregates , alpha-Synuclein/metabolism
14.
Proc Natl Acad Sci U S A ; 117(22): 12087-12094, 2020 06 02.
Article in English | MEDLINE | ID: mdl-32414930

ABSTRACT

The spontaneous assembly of proteins into amyloid fibrils is a phenomenon central to many increasingly common and currently incurable human disorders, including Alzheimer's and Parkinson's diseases. Oligomeric species form transiently during this process and not only act as essential intermediates in the assembly of new filaments but also represent major pathogenic agents in these diseases. While amyloid fibrils possess a common, defining set of physicochemical features, oligomers, by contrast, appear much more diverse, and their commonalities and differences have hitherto remained largely unexplored. Here, we use the framework of chemical kinetics to investigate their dynamical properties. By fitting experimental data for several unrelated amyloidogenic systems to newly derived mechanistic models, we find that oligomers present with a remarkably wide range of kinetic and thermodynamic stabilities but that they possess two properties that are generic: they are overwhelmingly nonfibrillar, and they predominantly dissociate back to monomers rather than maturing into fibrillar species. These discoveries change our understanding of the relationship between amyloid oligomers and amyloid fibrils and have important implications for the nature of their cellular toxicity.


Subject(s)
Amyloid/chemistry , Amyloidogenic Proteins/chemistry , Kinetics , Alzheimer Disease , Amyloid beta-Peptides/chemistry , Amyloidosis , Models, Theoretical , Protein Aggregates , Thermodynamics
15.
Biophys J ; 121(22): 4280-4298, 2022 11 15.
Article in English | MEDLINE | ID: mdl-36230002

ABSTRACT

Mutations in the TP53 gene are common in cancer with the R248Q missense mutation conferring an increased propensity to aggregate. Previous p53 aggregation studies showed that, at micromolar concentrations, protein unfolding to produce aggregation-prone species is the rate-determining step. Here we show that, at physiological concentrations, aggregation kinetics of insect cell-derived full-length wild-type p53 and p53R248Q are determined by a nucleation-growth model, rather than formation of aggregation-prone monomeric species. Self-seeding, but not cross-seeding, increases aggregation rate, confirming the aggregation process as rate determining. p53R248Q displays enhanced aggregation propensity due to decreased solubility and increased aggregation rate, forming greater numbers of larger amorphous aggregates that disrupt lipid bilayers and invokes an inflammatory response. These results suggest that p53 aggregation can occur under physiological conditions, a rate enhanced by R248Q mutation, and that aggregates formed can cause membrane damage and inflammation that may influence tumorigenesis.


Subject(s)
Genes, p53 , Tumor Suppressor Protein p53 , Tumor Suppressor Protein p53/genetics , Tumor Suppressor Protein p53/metabolism , Kinetics , Mutation , Protein Unfolding , Protein Aggregates
16.
J Biol Chem ; 296: 100631, 2021.
Article in English | MEDLINE | ID: mdl-33823153

ABSTRACT

TREM2 is a pattern recognition receptor, expressed on microglia and myeloid cells, detecting lipids and Aß and inducing an innate immune response. Missense mutations (e.g., R47H) of TREM2 increase risk of Alzheimer's disease (AD). The soluble ectodomain of wild-type TREM2 (sTREM2) has been shown to protect against AD in vivo, but the underlying mechanisms are unclear. We show that Aß oligomers bind to cellular TREM2, inducing shedding of the sTREM2 domain. Wild-type sTREM2 bound to Aß oligomers (measured by single-molecule imaging, dot blots, and Bio-Layer Interferometry) inhibited Aß oligomerization and disaggregated preformed Aß oligomers and protofibrils (measured by transmission electron microscopy, dot blots, and size-exclusion chromatography). Wild-type sTREM2 also inhibited Aß fibrillization (measured by imaging and thioflavin T fluorescence) and blocked Aß-induced neurotoxicity (measured by permeabilization of artificial membranes and by loss of neurons in primary neuronal-glial cocultures). In contrast, the R47H AD-risk variant of sTREM2 is less able to bind and disaggregate oligomeric Aß but rather promotes Aß protofibril formation and neurotoxicity. Thus, in addition to inducing an immune response, wild-type TREM2 may protect against amyloid pathology by the Aß-induced release of sTREM2, which blocks Aß aggregation and neurotoxicity. In contrast, R47H sTREM2 promotes Aß aggregation into protofibril that may be toxic to neurons. These findings may explain how wild-type sTREM2 apparently protects against AD in vivo and why a single copy of the R47H variant gene is associated with increased AD risk.


Subject(s)
Amyloid beta-Peptides/chemistry , Amyloid/chemistry , Membrane Glycoproteins/physiology , Mutant Proteins/metabolism , Mutation , Neurons/pathology , Neurotoxicity Syndromes/pathology , Receptors, Immunologic/physiology , Alzheimer Disease , Amyloid/metabolism , Animals , Mice , Mice, Knockout , Mutant Proteins/genetics , Neurons/metabolism , Neurotoxicity Syndromes/etiology
17.
Bioinformatics ; 37(21): 3998-4000, 2021 11 05.
Article in English | MEDLINE | ID: mdl-33964131

ABSTRACT

MOTIVATION: Imaging single molecules has emerged as a powerful characterization tool in the biological sciences. The detection of these under various noise conditions requires the use of algorithms that are dependent on the end-user inputting several parameters, the choice of which can be challenging and subjective. RESULTS: In this work, we propose DeepSinse, an easily trainable and useable deep neural network that can detect single molecules with little human input and across a wide range of signal-to-noise ratios. We validate the neural network on the detection of single bursts in simulated and experimental data and compare its performance with the best-in-class, domain-specific algorithms. AVAILABILITYAND IMPLEMENTATION: Ground truth ROI simulating code, neural network training, validation code, classification code, ROI picker, GUI for simulating, training and validating DeepSinse as well as pre-trained networks are all released under the MIT License on www.github.com/jdanial/DeepSinse. The dSTORM dataset processing code is released under the MIT License on www.github.com/jdanial/StormProcessor. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Subject(s)
Biological Science Disciplines , Deep Learning , Humans , Neural Networks, Computer , Algorithms , Signal-To-Noise Ratio
18.
Brain ; 144(6): 1661-1669, 2021 07 28.
Article in English | MEDLINE | ID: mdl-33760024

ABSTRACT

α-Synuclein aggregation at the synapse is an early event in Parkinson's disease and is associated with impaired striatal synaptic function and dopaminergic neuronal death. The cysteine string protein (CSPα) and α-synuclein have partially overlapping roles in maintaining synaptic function and mutations in each cause neurodegenerative diseases. CSPα is a member of the DNAJ/HSP40 family of co-chaperones and like α-synuclein, chaperones the SNARE complex assembly and controls neurotransmitter release. α-Synuclein can rescue neurodegeneration in CSPαKO mice. However, whether α-synuclein aggregation alters CSPα expression and function is unknown. Here we show that α-synuclein aggregation at the synapse is associated with a decrease in synaptic CSPα and a reduction in the complexes that CSPα forms with HSC70 and STGa. We further show that viral delivery of CSPα rescues in vitro the impaired vesicle recycling in PC12 cells with α-synuclein aggregates and in vivo reduces synaptic α-synuclein aggregates increasing monomeric α-synuclein and restoring normal dopamine release in 1-120hαSyn mice. These novel findings reveal a mechanism by which α-synuclein aggregation alters CSPα at the synapse, and show that CSPα rescues α-synuclein aggregation-related phenotype in 1-120hαSyn mice similar to the effect of α-synuclein in CSPαKO mice. These results implicate CSPα as a potential therapeutic target for the treatment of early-stage Parkinson's disease.


Subject(s)
Corpus Striatum/metabolism , Dopamine/metabolism , HSP40 Heat-Shock Proteins/metabolism , Membrane Proteins/metabolism , Protein Aggregation, Pathological/metabolism , alpha-Synuclein/metabolism , Animals , Corpus Striatum/pathology , Mice , Mice, Inbred C57BL , Mice, Transgenic , Parkinson Disease/metabolism , Parkinson Disease/pathology , Protein Aggregation, Pathological/pathology , Synapses/metabolism , Synapses/pathology
19.
Proc Natl Acad Sci U S A ; 116(28): 14002-14010, 2019 07 09.
Article in English | MEDLINE | ID: mdl-31221762

ABSTRACT

The T cell receptor (TCR) initiates the elimination of pathogens and tumors by T cells. To avoid damage to the host, the receptor must be capable of discriminating between wild-type and mutated self and nonself peptide ligands presented by host cells. Exactly how the TCR does this is unknown. In resting T cells, the TCR is largely unphosphorylated due to the dominance of phosphatases over the kinases expressed at the cell surface. However, when agonist peptides are presented to the TCR by major histocompatibility complex proteins expressed by antigen-presenting cells (APCs), very fast receptor triggering, i.e., TCR phosphorylation, occurs. Recent work suggests that this depends on the local exclusion of the phosphatases from regions of contact of the T cells with the APCs. Here, we developed and tested a quantitative treatment of receptor triggering reliant only on TCR dwell time in phosphatase-depleted cell contacts constrained in area by cell topography. Using the model and experimentally derived parameters, we found that ligand discrimination likely depends crucially on individual contacts being ∼200 nm in radius, matching the dimensions of the surface protrusions used by T cells to interrogate their targets. The model not only correctly predicted the relative signaling potencies of known agonists and nonagonists but also achieved this in the absence of kinetic proofreading. Our work provides a simple, quantitative, and predictive molecular framework for understanding why TCR triggering is so selective and fast and reveals that, for some receptors, cell topography likely influences signaling outcomes.


Subject(s)
Antigen-Presenting Cells/immunology , Host-Pathogen Interactions/immunology , Immunity, Innate/genetics , Receptors, Antigen, T-Cell/chemistry , Animals , Humans , Kinetics , Ligands , Lymphocyte Activation/genetics , Major Histocompatibility Complex/immunology , Microvilli/genetics , Microvilli/immunology , Models, Theoretical , Peptides/chemistry , Peptides/immunology , Phosphorylation/immunology , Receptors, Antigen, T-Cell/immunology , Signal Transduction/immunology , Single Molecule Imaging , T-Lymphocytes/chemistry , T-Lymphocytes/immunology
20.
Angew Chem Int Ed Engl ; 61(42): e202206919, 2022 10 17.
Article in English | MEDLINE | ID: mdl-35876263

ABSTRACT

Points for accumulation in nanoscale topography (PAINT) allows practically unlimited measurements in localisation microscopy but is limited by background fluorescence at high probe concentrations, especially in volumetric imaging. We present reservoir-PAINT (resPAINT), which combines PAINT and active control of probe photophysics. In resPAINT, an activatable probe "reservoir" accumulates on target, enabling a 50-fold increase in localisation rate versus conventional PAINT, without compromising contrast. By combining resPAINT with large depth-of-field microscopy, we demonstrate super-resolution imaging of entire cell surfaces. We generalise the approach by implementing various switching strategies and 3D imaging techniques. Finally, we use resPAINT with a Fab to image membrane proteins, extending the operating regime of PAINT to include a wider range of biological interactions.


Subject(s)
DNA , Single Molecule Imaging , Imaging, Three-Dimensional , Membrane Proteins , Microscopy, Fluorescence/methods , Single Molecule Imaging/methods
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