158 results on '"Fred J. Sigworth"'
Search Results
2. Structure and analysis of nanobody binding to the human ASIC1a ion channel
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Yangyu Wu, Zhuyuan Chen, Fred J Sigworth, and Cecilia M Canessa
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ASIC1 ,nanobody ,cryo-electron microscopy ,Pctx1 potentiation ,MitTx antagonism ,Medicine ,Science ,Biology (General) ,QH301-705.5 - Abstract
ASIC1a is a proton-gated sodium channel involved in modulation of pain, fear, addiction, and ischemia-induced neuronal injury. We report isolation and characterization of alpaca-derived nanobodies (Nbs) that specifically target human ASIC1a. Cryo-electron microscopy of the human ASIC1a channel at pH 7.4 in complex with one of these, Nb.C1, yielded a structure at 2.9 Å resolution. It is revealed that Nb.C1 binds to a site overlapping with that of the Texas coral snake toxin (MitTx1) and the black mamba venom Mambalgin-1; however, the Nb.C1-binding site does not overlap with that of the inhibitory tarantula toxin psalmotoxin-1 (PcTx1). Fusion of Nb.C1 with PcTx1 in a single polypeptide markedly enhances the potency of PcTx1, whereas competition of Nb.C1 and MitTx1 for binding reduces channel activation by the toxin. Thus, Nb.C1 is a molecular tool for biochemical and structural studies of hASIC1a; a potential antidote to the pain-inducing component of coral snake bite; and a candidate to potentiate PcTx1-mediated inhibition of hASIC1a in vivo for therapeutic applications.
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- 2021
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3. Structural insights into the mechanism of the sodium/iodide symporter
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Silvia Ravera, Juan Pablo Nicola, Glicella Salazar-De Simone, Fred J. Sigworth, Erkan Karakas, L. Mario Amzel, Mario A. Bianchet, and Nancy Carrasco
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Multidisciplinary ,Symporters ,Cryoelectron Microscopy ,Sodium ,Thyroid Gland ,Animals ,Iodides ,Rats - Abstract
The sodium/iodide symporter (NIS) is the essential plasma membrane protein that mediates active iodide (I
- Published
- 2022
4. REPIC — an ensemble learning methodology for cryo-EM particle picking
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Christopher JF Cameron, Sebastian JH Seager, Fred J Sigworth, Hemant D Tagare, and Mark B Gerstein
- Abstract
Cryo-EM (cryogenic electron microscopy) particle identification from micrographs (i.e., picking) is challenging due to the low signal-to-noise ratio and lack of ground truth for particle locations. Moreover, current computational methods (“pickers”) identify different particle sets, complicating the selection of the best-suited picker for a protein of interest. Here, we present REPIC, an ensemble learning methodology that uses multiple pickers to find consensus particles. REPIC identifies consensus particles by framing its task as a graph problem and using integer linear programming to select particles. REPIC picks high-quality particles when the best picker is not known a priori and for known difficult-to-pick particles (e.g., TRPV1). Reconstructions using consensus particles achieve resolutions comparable to those from particles picked by experts, without the need for downstream particle filtering. Overall, our results show REPIC requires minimal (often no) manual picking and significantly reduces the burden on cryo-EM users for picker selection and particle picking.Availabilityhttps://github.com/ccameron/REPIC
- Published
- 2023
5. An integrated patch-clamp system with dual Input.
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Pujitha Weerakoon, Fred J. Sigworth, Peter Kindlmann, Joseph Santos-Sacchi, Youshan Yang, and Eugenio Culurciello
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- 2010
- Full Text
- View/download PDF
6. An integrated patch-clamp amplifier for high-throughput planar patch-clamp systems.
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Pujitha Weerakoon, Eugenio Culurciello, Kate Klemic, and Fred J. Sigworth
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- 2008
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7. An Integrated Patch-Clamp Amplifier for High-Density Whole-Cell Recordings.
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Pujitha Weerakoon, Kate Klemic, Fred J. Sigworth, and Eugenio Culurciello
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- 2007
- Full Text
- View/download PDF
8. Structural insights into the mechanism of the sodium/iodide symporter (NIS)
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Silvia Ravera, Juan Pablo Nicola, Glicella Salazar de Simone, Fred J. Sigworth, Erkan Karakas, L. Mario Amzel, Mario A. Bianchet, and Nancy Carrasco
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health care economics and organizations - Abstract
The sodium/iodide symporter (NIS) is the essential plasma membrane protein that mediates active iodide (I-) transport into the thyroid gland, the first step in the biosynthesis of the thyroid hormones—the master regulators of intermediary metabolism. NIS couples the inward translocation of I- against its electrochemical gradient to the inward transport of Na+ down its electrochemical gradient. For nearly 50 years before its molecular identification, NIS was already the molecule at the center of the single most effective internal radiation cancer therapy ever devised: radioiodide (131I-) treatment for thyroid cancer. Mutations in NIS cause congenital hypothyroidism, which must be treated immediately after birth to prevent stunted growth and cognitive deficiency. To date, the structure of NIS has been unknown. Here, we report three structures of rat NIS, determined by single-particle cryo-electron microscopy (cryo-EM): one with no substrates bound, one with 2 Na+ and 1 I- bound, and one with 1 Na+ and the oxyanion perrhenate bound. Structural analyses, functional characterization, and computational studies reveal the substrate binding sites and residues key for transport activity. Our results yield insights into how NIS selects, couples, and translocates anions—thereby establishing a framework for understanding NIS function—and into how it transports different substrates with different stoichiometries and releases substrates from its substrate-binding cavity into the cytosol.
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- 2022
9. Structure and analysis of nanobody binding to the human ASIC1a ion channel
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Zhuyuan Chen, Fred J. Sigworth, Cecilia M. Canessa, and Yangyu Wu
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0301 basic medicine ,QH301-705.5 ,Structural Biology and Molecular Biophysics ,MitTx antagonism ,Science ,cryo-electron microscopy ,Venom ,General Biochemistry, Genetics and Molecular Biology ,Pctx1 potentiation ,03 medical and health sciences ,0302 clinical medicine ,ASIC1 ,In vivo ,Animals ,Biology (General) ,Ion channel ,Coral snake ,General Immunology and Microbiology ,biology ,Chemistry ,General Neuroscience ,Sodium channel ,Cryoelectron Microscopy ,General Medicine ,Single-Domain Antibodies ,biology.organism_classification ,Acid Sensing Ion Channels ,nanobody ,A-site ,030104 developmental biology ,Black mamba ,Structural biology ,Biophysics ,Medicine ,Other ,Camelids, New World ,030217 neurology & neurosurgery ,Protein Binding ,Research Article - Abstract
ASIC1a is a proton-gated sodium channel involved in modulation of pain, fear, addiction, and ischemia-induced neuronal injury. We report isolation and characterization of alpaca-derived nanobodies (Nbs) that specifically target human ASIC1a. Cryo-electron microscopy of the human ASIC1a channel at pH 7.4 in complex with one of these, Nb.C1, yielded a structure at 2.9 Å resolution. It is revealed that Nb.C1 binds to a site overlapping with that of the Texas coral snake toxin (MitTx1) and the black mamba venom Mambalgin-1; however, the Nb.C1-binding site does not overlap with that of the inhibitory tarantula toxin psalmotoxin-1 (PcTx1). Fusion of Nb.C1 with PcTx1 in a single polypeptide markedly enhances the potency of PcTx1, whereas competition of Nb.C1 and MitTx1 for binding reduces channel activation by the toxin. Thus, Nb.C1 is a molecular tool for biochemical and structural studies of hASIC1a; a potential antidote to the pain-inducing component of coral snake bite; and a candidate to potentiate PcTx1-mediated inhibition of hASIC1a in vivo for therapeutic applications.
- Published
- 2021
10. Author response: Structure and analysis of nanobody binding to the human ASIC1a ion channel
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Zhuyuan Chen, Cecilia M. Canessa, Yangyu Wu, and Fred J. Sigworth
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Crystallography ,Materials science ,Structure (category theory) ,Ion channel - Published
- 2021
11. An integrated patch-clamp amplifier in silicon-on-sapphire CMOS.
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Farah Laiwalla, Kate Klemic, Fred J. Sigworth, and Eugenio Culurciello
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- 2006
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12. Decision letter: Unmasking coupling between channel gating and ion permeation in the muscle nicotinic receptor
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Angelo Keramidas, Marcel P. Goldschen-Ohm, and Fred J. Sigworth
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Coupling (electronics) ,Ion permeation ,Nicotinic agonist ,Channel gating ,Chemistry ,Biophysics ,Receptor - Published
- 2021
13. Decision letter: Top-down machine learning approach for high-throughput single-molecule analysis
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Fred J. Sigworth and León D. Islas
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Computer architecture ,Computer science ,Top-down and bottom-up design ,Throughput (business) - Published
- 2020
14. A mitochondrial megachannel resides in monomeric F1FO ATP synthase
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Fred J. Sigworth, Elizabeth A. Jonas, Joachim Weber, Marc C. Llaguno, Yangyang Yan, Youshan Yang, and Nelli Mnatsakanyan
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0301 basic medicine ,Cell biology ,Swine ,Dimer ,Science ,animal diseases ,Biophysics ,General Physics and Astronomy ,Mitochondrion ,Biochemistry ,General Biochemistry, Genetics and Molecular Biology ,Article ,Mitochondria, Heart ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Animals ,Inner mitochondrial membrane ,lcsh:Science ,Heart metabolism ,Unilamellar Liposomes ,Multidisciplinary ,ATP synthase ,biology ,Vesicle ,Cryoelectron Microscopy ,General Chemistry ,Mitochondrial Proton-Translocating ATPases ,nervous system diseases ,Protein Subunits ,030104 developmental biology ,Monomer ,chemistry ,Mitochondrial permeability transition pore ,nervous system ,Mitochondrial Membranes ,biology.protein ,cardiovascular system ,lcsh:Q ,Calcium ,030217 neurology & neurosurgery - Abstract
Purified mitochondrial ATP synthase has been shown to form Ca2+-activated, large conductance channel activity similar to that of mitochondrial megachannel (MMC) or mitochondrial permeability transition pore (mPTP) but the oligomeric state required for channel formation is being debated. We reconstitute purified monomeric ATP synthase from porcine heart mitochondria into small unilamellar vesicles (SUVs) with the lipid composition of mitochondrial inner membrane and analyze its oligomeric state by electron cryomicroscopy. The cryo-EM density map reveals the presence of a single ATP synthase monomer with no density seen for a second molecule tilted at an 86o angle relative to the first. We show that this preparation of SUV-reconstituted ATP synthase monomers, when fused into giant unilamellar vesicles (GUVs), forms voltage-gated and Ca2+-activated channels with the key features of mPTP. Based on our findings we conclude that the ATP synthase monomer is sufficient, and dimer formation is not required, for mPTP activity., The ATP synthase has been suggested to contain the mitochondrial permeability transition pore (mPTP), which has a crucial role in cell death. Here the authors show that reconstituted ATP synthase monomers form voltage-gated and Ca2+ -activated channels with the key features of mPTP.
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- 2019
15. Interactions between β-catenin and the HSlo potassium channel regulates HSlo surface expression.
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Shumin Bian, Jun-Ping Bai, Hannah Chapin, Cathy Le Moellic, Huiping Dong, Michael Caplan, Fred J Sigworth, and Dhasakumar S Navaratnam
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Medicine ,Science - Abstract
The large conductance calcium-activated potassium channel alpha-subunit (Slo) is widely distributed throughout the body and plays an important role in a number of diseases. Prior work has shown that Slo, through its S10 region, interacts with β-catenin, a key component of the cytoskeleton framework and the Wnt signaling pathway. However, the physiological significance of this interaction was not clear.Using a combination of proteomic and cell biology tools we show the existence of additional multiple binding sites in Slo, and explore in detail β-catenin interactions with the S10 region. We demonstrate that deletion of this region reduces Slo surface expression in HEK cells, which indicates that interaction with beta-catenin is important for Slo surface expression. This is confirmed by reduced expression of Slo in HEK cells and chicken (Gallus gallus domesticus leghorn white) hair cells treated with siRNA to β-catenin. HSlo reciprocally co-immunoprecipitates with β-catenin, indicating a stable binding between these two proteins, with the S10 deletion mutant having reduced binding with β-catenin. We also observed that mutations of the two putative GSK phosphorylation sites within the S10 region affect both the surface expression of Slo and the channel's voltage and calcium sensitivities. Interestingly, expression of exogenous Slo in HEK cells inhibits β-catenin-dependent canonical Wnt signaling.These studies identify for the first time a central role for β-catenin in mediating Slo surface expression. Additionally we show that Slo overexpression can lead to downregulation of Wnt signaling.
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- 2011
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16. Decision letter: Cryo-EM structure of the KvAP channel reveals a non-domain-swapped voltage sensor topology
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Fred J. Sigworth, Youxing Jiang, and Gilman E. S. Toombes
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Physics ,Cryo-electron microscopy ,Voltage sensor ,Topology (electrical circuits) ,Topology ,Communication channel ,Domain (software engineering) - Published
- 2019
17. Decision letter: The mechanosensitive ion channel TRAAK is localized to the mammalian node of Ranvier
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Fred J. Sigworth and James S. Trimmer
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Mechanosensitive ion channel ,Node of Ranvier ,medicine.anatomical_structure ,Chemistry ,medicine ,Biophysics - Published
- 2019
18. Principles of cryo-EM single-particle image processing
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Fred J. Sigworth
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0301 basic medicine ,Macromolecular Substances ,Protein Conformation ,Computer science ,Reviews ,Image processing ,Signal-To-Noise Ratio ,Image (mathematics) ,03 medical and health sciences ,Imaging, Three-Dimensional ,Signal-to-noise ratio ,Structural Biology ,Digital image processing ,Radiology, Nuclear Medicine and imaging ,Computer vision ,Instrumentation ,business.industry ,Cryoelectron Microscopy ,Resolution (electron density) ,3D reconstruction ,Process (computing) ,030104 developmental biology ,Workflow ,Computer Science::Computer Vision and Pattern Recognition ,Artificial intelligence ,business - Abstract
Single-particle reconstruction is the process by which 3D density maps are obtained from a set of low-dose cryo-EM images of individual macromolecules. This review considers the fundamental principles of this process and the steps in the overall workflow for single-particle image processing. Also considered are the limits that image signal-to-noise ratio places on resolution and the distinguishing of heterogeneous particle populations.
- Published
- 2015
19. Structural and Pharmacological Characterization of the Mitochondrial Permeability Transition Pore: A Megachannel Formed by F1FO ATP Synthase
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Marc C. Llaguno, Joachim Weber, Elizabeth A. Jonas, Nelli Mnatsakanyan, Fred J. Sigworth, Youshan Yang, and Yangyang Yan
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ATP synthase ,biology ,Mitochondrial permeability transition pore ,Chemistry ,Biophysics ,biology.protein - Published
- 2020
20. Heterogeneous multireference alignment for images with application to 2-D classification in single particle reconstruction
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Amit Singer, Tamir Bendory, Chao Ma, Fred J. Sigworth, and Nicolas Boumal
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FOS: Computer and information sciences ,Noise measurement ,Cryo-electron microscopy ,business.industry ,Computer science ,Image and Video Processing (eess.IV) ,Pattern recognition ,Machine Learning (stat.ML) ,02 engineering and technology ,Iterative reconstruction ,Electrical Engineering and Systems Science - Image and Video Processing ,Computer Graphics and Computer-Aided Design ,Statistics - Machine Learning ,Computer Science::Computer Vision and Pattern Recognition ,Principal component analysis ,Microscopy ,0202 electrical engineering, electronic engineering, information engineering ,FOS: Electrical engineering, electronic engineering, information engineering ,020201 artificial intelligence & image processing ,Artificial intelligence ,Invariant (mathematics) ,business ,Cluster analysis ,Bispectrum ,Software - Abstract
Motivated by the task of 2-D classification in single particle reconstruction by cryo-electron microscopy (cryo-EM), we consider the problem of heterogeneous multireference alignment of images. In this problem, the goal is to estimate a (typically small) set of target images from a (typically large) collection of observations. Each observation is a rotated, noisy version of one of the target images. For each individual observation, neither the rotation nor which target image has been rotated are known. As the noise level in cryo-EM data is high, clustering the observations and estimating individual rotations is challenging. We propose a framework to estimate the target images directly from the observations, completely bypassing the need to cluster or register the images. The framework consists of two steps. First, we estimate rotation-invariant features of the images, such as the bispectrum. These features can be estimated to any desired accuracy, at any noise level, provided sufficiently many observations are collected. Then, we estimate the images from the invariant features. Numerical experiments on synthetic cryo-EM datasets demonstrate the effectiveness of the method. Ultimately, we outline future developments required to apply this method to experimental data.
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- 2018
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- View/download PDF
21. P4-512: EXCITOTOXIC NEURONAL DEATH INDUCING MEGACHANNEL RESIDES IN MONOMERIC F1 FO ATP SYNTHASE
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Marc C. Llaguno, Fred J. Sigworth, Youshan Yang, Elizabeth A. Jonas, Yangyang Yan, and Nelli Mnatsakanyan
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ATP synthase ,biology ,Epidemiology ,Health Policy ,Cell biology ,Psychiatry and Mental health ,Cellular and Molecular Neuroscience ,chemistry.chemical_compound ,Monomer ,Developmental Neuroscience ,chemistry ,biology.protein ,Neurology (clinical) ,Geriatrics and Gerontology - Published
- 2019
22. Directly reconstructing principal components of heterogeneous particles from cryo-EM images
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Fred J. Sigworth, Hong-Wei Wang, Alp Kucukelbir, Hemant D. Tagare, and Murali Rao
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Models, Molecular ,Likelihood Functions ,Principal Component Analysis ,Protein Folding ,Cryo-electron microscopy ,viruses ,Cryoelectron Microscopy ,Biology ,Covariance ,RNA-Dependent RNA Polymerase ,Bioinformatics ,Article ,Protein Structure, Tertiary ,Data set ,Elongation factor ,Influenza A virus ,Structural Biology ,Projection-slice theorem ,Principal component analysis ,Expectation–maximization algorithm ,Practical algorithm ,Computer Simulation ,Ribosomes ,Algorithm ,Algorithms - Abstract
Structural heterogeneity of particles can be investigated by their three-dimensional principal components. This paper addresses the question of whether, and with what algorithm, the three-dimensional principal components can be directly recovered from cryo-EM images. The first part of the paper extends the Fourier slice theorem to covariance functions showing that the three-dimensional covariance, and hence the principal components, of a heterogeneous particle can indeed be recovered from two-dimensional cryo-EM images. The second part of the paper proposes a practical algorithm for reconstructing the principal components directly from cryo-EM images without the intermediate step of calculating covariances. This algorithm is based on maximizing the (posterior) likelihood using the Expectation-Maximization algorithm. The last part of the paper applies this algorithm to simulated data and to two real cryo-EM data sets: a data set of the 70S ribosome with and without Elongation Factor-G (EF-G), and a data set of the inluenza virus RNA dependent RNA Polymerase (RdRP). The first principal component of the 70S ribosome data set reveals the expected conformational changes of the ribosome as the EF-G binds and unbinds. The first principal component of the RdRP data set reveals a conformational change in the two dimers of the RdRP.
- Published
- 2015
23. SubspaceEM: A fast maximum-a-posteriori algorithm for cryo-EM single particle reconstruction
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Hemant D. Tagare, Fred J. Sigworth, and Nicha C. Dvornek
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Models, Molecular ,Likelihood Functions ,Mathematical optimization ,Speedup ,Macromolecular Substances ,Computer science ,Cryoelectron Microscopy ,Models, Theoretical ,Article ,Bottleneck ,Orders of magnitude (time) ,Structural Biology ,Server ,Expectation–maximization algorithm ,Image Processing, Computer-Assisted ,Maximum a posteriori estimation ,Projection (set theory) ,Algorithm ,Algorithms ,Subspace topology - Abstract
Single particle reconstruction methods based on the maximum-likelihood principle and the expectation–maximization (E–M) algorithm are popular because of their ability to produce high resolution structures. However, these algorithms are computationally very expensive, requiring a network of computational servers. To overcome this computational bottleneck, we propose a new mathematical framework for accelerating maximum-likelihood reconstructions. The speedup is by orders of magnitude and the proposed algorithm produces similar quality reconstructions compared to the standard maximum-likelihood formulation. Our approach uses subspace approximations of the cryo-electron microscopy (cryo-EM) data and projection images, greatly reducing the number of image transformations and comparisons that are computed. Experiments using simulated and actual cryo-EM data show that speedup in overall execution time compared to traditional maximum-likelihood reconstruction reaches factors of over 300.
- Published
- 2015
24. Current carried by the Slc26 family member prestin does not flow through the transporter pathway
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Iman Moeini-Naghani, Dhasakumar Navaratnam, Joseph Santos-Sacchi, Jun-Ping Bai, Fred J. Sigworth, Fangyong Li, Shumin Bian, and Sheng Zhong
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0301 basic medicine ,CHO Cells ,Chloride ,Article ,Protein Structure, Secondary ,03 medical and health sciences ,chemistry.chemical_compound ,Cricetulus ,medicine ,Animals ,Humans ,Prestin ,Ion channel ,Ion transporter ,Multidisciplinary ,Ion Transport ,Thiocyanate ,biology ,Chemistry ,Conductance ,Transporter ,030104 developmental biology ,HEK293 Cells ,Sulfate Transporters ,Mutation ,Biophysics ,biology.protein ,sense organs ,Ion Channel Gating ,Intracellular ,medicine.drug - Abstract
Prestin in the lateral membrane of outer hair cells, is responsible for electromotility (EM) and a corresponding nonlinear capacitance (NLC). Prestin’s voltage sensitivity is influenced by intracellular chloride. A regulator of intracellular chloride is a stretch-sensitive, non-selective conductance within the lateral membrane, GmetL. We determine that prestin itself possesses a stretch-sensitive, non-selective conductance that is largest in the presence of thiocyanate ions. This conductance is independent of the anion transporter mechanism. Prestin has been modeled, based on structural data from related anion transporters (SLC26Dg and UraA), to have a 7 + 7 inverted repeat structure with anion transport initiated by chloride binding at the intracellular cleft. Mutation of residues that bind intracellular chloride, and salicylate treatment which prevents chloride binding, have no effect on thiocyanate conductance. In contrast, other mutations reduce the conductance while preserving NLC. When superimposed on prestin’s structure, the location of these mutations indicates that the ion permeation pathway lies between the core and gate ring of helices, distinct from the transporter pathway. The uncoupled current is reminiscent of an omega current in voltage-gated ion channels. We suggest that prestin itself is the main regulator of intracellular chloride concentration via a route distinct from its transporter pathway.
- Published
- 2017
25. Cryo-EM Imaging of Kv1.2 Channels with Membrane Potential Applied
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Fred J. Sigworth, Hideki Shigematsu, Yangyang Yan, and Youshan Yang
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Membrane potential ,Materials science ,Cryo-electron microscopy ,Biophysics - Published
- 2019
26. Mitochondrial Megachannel Resides in Monomeric ATP Synthase
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Paige Miranda, Han-A Park, Elizabeth A. Jonas, Ellie Davis, Maria Latta, Besnik Murtishi, Nelli Mnatsakanyan, Youshan Yang, Wu Jing, Marc C. Llaguno, and Fred J. Sigworth
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chemistry.chemical_compound ,Monomer ,chemistry ,Biochemistry ,ATP synthase ,biology ,Biophysics ,biology.protein - Published
- 2019
27. Noise Analysis and Performance Comparison of Low Current Measurement Systems for Biomedical Applications
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Wei Tang, Dongsoo Kim, Eugenio Culurciello, Fred J. Sigworth, and Brian Goldstein
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Engineering ,Fabrication ,Current-feedback operational amplifier ,business.industry ,System of measurement ,Bandwidth (signal processing) ,Biomedical Engineering ,Electrical engineering ,Models, Theoretical ,Signal-To-Noise Ratio ,Electric Capacitance ,law.invention ,CMOS ,law ,Current conveyor ,Hardware_INTEGRATEDCIRCUITS ,Operational amplifier ,Electronic engineering ,Electrical and Electronic Engineering ,business ,Electronic circuit - Abstract
In this paper, we report on the noise analysis of low current measurement systems for biomedical applications and their fundamental limits. We analyzed resistive feedback, capacitive feedback and current amplifier circuits for low current measurement systems. Detailed noise analysis for different biomedical applications are presented and matched with measurement data using a 0.5-μm fabrication process. Based on the theoretical analysis and the corresponding measurement results, the capacitive feedback system provides better noise performance for the measurement of low current than the others. The capacitive feedback circuit is capable of measuring 750 fA RMS at a 10 kHz sampling rate, whereas the resistive feedback provides 4 pA and the current conveyor provides 600 pA at the same bandwidth. This paper provides design guidelines to maximize the performance of low current measuring system for biomedical instrumentation and to provide the best performance available with CMOS technologies.
- Published
- 2013
28. Statistical Modeling and Removal of Lipid Membrane Projections for Cryo-EM Structure Determination of Reconstituted Membrane Proteins
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Fred J. Sigworth, Katrine Hommelhoff Jensen, Sami S. Brandt, and Hideki Shigematsu
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0301 basic medicine ,Materials science ,Cryo-electron microscopy ,Lipid Bilayers ,Analytical chemistry ,Article ,03 medical and health sciences ,0302 clinical medicine ,Imaging, Three-Dimensional ,Research Support, N.I.H., Extramural ,Structural Biology ,Journal Article ,Kv1.2 Potassium Channel ,Animals ,Lipid bilayer ,Unilamellar Liposomes ,Principal Component Analysis ,Models, Statistical ,Research Support, Non-U.S. Gov't ,Vesicle ,3D reconstruction ,Cell Membrane ,Cryoelectron Microscopy ,Membrane Proteins ,Higher-order singular value decomposition ,Rats ,030104 developmental biology ,Membrane ,Membrane protein ,Polar coordinate system ,Biological system ,030217 neurology & neurosurgery ,Algorithms - Abstract
This paper describes steps in the single-particle cryo-EM 3D structure determination of membrane proteins in their membrane environment. Using images of the Kv1.2 potassium-channel complex reconstituted into lipid vesicles, we describe procedures for the merging of focal-pairs of exposures and the removal of the vesicle-membrane signal from the micrographs. These steps allow 3D reconstruction to be performed from the protein particle images. We construct a 2D statistical model of the vesicle structure based on higher-order singular value decomposition (HOSVD), by taking into account the structural symmetries of the vesicles in polar coordinates. Non-roundness in the vesicle structure is handled with a non-linear shape alignment to a reference, which ensures a compact model representation. The results show that the learned model is an accurate representation of the imaged vesicle structures. Precise removal of the strong membrane signals allows better alignment and classification of images of small membrane-protein particles, and allows higher-resolution 3D reconstruction.
- Published
- 2016
29. Hydration-layer models for cryo-EM image simulation
- Author
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Zhiguo Shang and Fred J. Sigworth
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Escherichia coli Proteins ,Cryo-electron microscopy ,Continuum (design consultancy) ,Analytical chemistry ,Neuraminidase ,Molecular Dynamics Simulation ,Article ,Image (mathematics) ,Viral Proteins ,Molecular dynamics ,Aprotinin ,Structural Biology ,Image Processing, Computer-Assisted ,Animals ,Statistical physics ,Layer (object-oriented design) ,Heat-Shock Proteins ,Chemistry ,Cryoelectron Microscopy ,Water ,Sampling error ,Solvents ,Cattle ,Hydrophobic and Hydrophilic Interactions ,Electron scattering ,Algorithms - Abstract
To compare cryo-EM images and 3D reconstructions with atomic structures in a quantitative way it is essential to model the electron scattering by solvent (water or ice) that surrounds protein assemblies. The most rigorous method for determining the density of solvating water atoms for this purpose has been to perform molecular-dynamics (MD) simulations of the protein-water system. In this paper we adapt the ideas of bulk-water modeling that are used in the refinement of X-ray crystal structures to the cryo-EM solvent-modeling problem. We present a continuum model for solvent density which matches MD-based results to within sampling errors. However, we also find that the simple binary-mask model of Jiang and Brünger (1994) performs nearly as well as the new model. We conclude that several methods are now available for rapid and accurate modeling of cryo-EM images and maps of solvated proteins.
- Published
- 2012
30. Removal of Vesicle Structures From Transmission Electron Microscope Images
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Katrine Hommelhoff Jensen, Sami S. Brandt, and Fred J. Sigworth
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0301 basic medicine ,Computer science ,Iterative reconstruction ,Models, Biological ,Article ,Quantitative Biology::Subcellular Processes ,03 medical and health sciences ,Microscopy, Electron, Transmission ,Microscopy ,Image Processing, Computer-Assisted ,Computer vision ,Models, Statistical ,business.industry ,Model selection ,Vesicle ,Cytoplasmic Vesicles ,Membrane Proteins ,Statistical model ,Orthogonal complement ,Signal Processing, Computer-Assisted ,Computer Graphics and Computer-Aided Design ,Higher-order singular value decomposition ,030104 developmental biology ,Membrane protein ,Transmission electron microscopy ,Artificial intelligence ,Biological system ,business ,Software ,Subspace topology ,Algorithms - Abstract
In this paper, we address the problem of imaging membrane proteins for single-particle cryo-electron microscopy reconstruction of the isolated protein structure. More precisely, we propose a method for learning and removing the interfering vesicle signals from the micrograph, prior to reconstruction. In our approach, we estimate the subspace of the vesicle structures and project the micrographs onto the orthogonal complement of this subspace. We construct a 2D statistical model of the vesicle structure, based on higher order singular value decomposition (HOSVD), by considering the structural symmetries of the vesicles in the polar coordinate plane. We then propose to lift the HOSVD model to a novel hierarchical model by summarizing the multidimensional HOSVD coefficients by their principal components. Along with the model, a solid vesicle normalization scheme and model selection criterion are proposed to make a compact and general model. The results show that the vesicle structures are accurately separated from the background by the HOSVD model that is also able to adapt to the asymmetries of the vesicles. This is a promising result and suggests even wider applicability of the proposed approach in learning and removal of statistical structures.
- Published
- 2015
31. Improved Hidden Markov Models for Molecular Motors, Part 1: Basic Theory
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Paul R. Selvin, Sheyum Syed, Fred J. Sigworth, and Fiona E. Müllner
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Models, Molecular ,Likelihood Functions ,0303 health sciences ,Markov kernel ,Markov chain ,Computer science ,Molecular Motor Proteins ,Variable-order Markov model ,Maximum-entropy Markov model ,Muscle, Motility, and Motor Proteins ,Biophysics ,010402 general chemistry ,Markov model ,01 natural sciences ,Markov Chains ,0104 chemical sciences ,03 medical and health sciences ,Computer Simulation ,Markov property ,Hidden semi-Markov model ,Hidden Markov model ,Algorithm ,Algorithms ,030304 developmental biology - Abstract
Hidden Markov models (HMMs) provide an excellent analysis of recordings with very poor signal/noise ratio made from systems such as ion channels which switch among a few states. This method has also recently been used for modeling the kinetic rate constants of molecular motors, where the observable variable—the position—steadily accumulates as a result of the motor's reaction cycle. We present a new HMM implementation for obtaining the chemical-kinetic model of a molecular motor's reaction cycle called the variable-stepsize HMM in which the quantized position variable is represented by a large number of states of the Markov model. Unlike previous methods, the model allows for arbitrary distributions of step sizes, and allows these distributions to be estimated. The result is a robust algorithm that requires little or no user input for characterizing the stepping kinetics of molecular motors as recorded by optical techniques.
- Published
- 2010
32. Patch-clamp amplifiers on a chip
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Fred J. Sigworth, Joseph Santos-Sacchi, Youshan Yang, Eugenio Culurciello, Peter J. Kindlmann, and P. Weerakoon
- Subjects
Patch-Clamp Techniques ,Amplifiers, Electronic ,Equivalent series resistance ,business.industry ,Computer science ,General Neuroscience ,Amplifier ,System of measurement ,Bandwidth (signal processing) ,Electrical engineering ,Analytical chemistry ,Integrated circuit ,Chip ,Capacitance ,Article ,Membrane Potentials ,law.invention ,HEK293 Cells ,law ,Humans ,business ,Massively parallel - Abstract
We present the first, fully-integrated, two-channel implementation of a patch-clamp measurement system. With this “PatchChip” two simultaneous whole-cell recordings can be obtained with rms noise of 8 pA in a 10 kHz bandwidth. The capacitance and series-resistance of the electrode can be compensated up to 10 pF and 100 MΩ respectively under computer control. Recordings of hERG and Nav 1.7 currents demonstrate the system's capabilities, which are on par with large, commercial patch-clamp instrumentation. By reducing patch-clamp amplifiers to a millimeter size micro-chip, this work paves the way to the realization of massively-parallel, high-throughput patch-clamp systems for drug screening and ion-channel research. The PatchChip is implemented in a 0.5 μm silicon-on-sapphire process; its size is 3 × 3 mm2 and the power consumption is 5 mW per channel with a 3.3 V power supply.
- Published
- 2010
33. Cloning and identification of tissue-specific expression of KCNN4 splice variants in rat colon
- Author
-
Vazhaikkurichi M. Rajendran, Youshan Yang, Fred J. Sigworth, Henry J. Binder, Christoph Rahner, and Christian Barmeyer
- Subjects
Male ,Gene isoform ,Colon ,Physiology ,Xenopus ,Molecular Sequence Data ,Biology ,Rats, Sprague-Dawley ,Animals ,Humans ,Protein Isoforms ,Amino Acid Sequence ,Cloning, Molecular ,Intestinal Mucosa ,Peptide sequence ,Epithelial polarity ,chemistry.chemical_classification ,Membrane Transporters, Ion Channels and Pumps ,Genetic Variation ,Cell Biology ,Apical membrane ,Intermediate-Conductance Calcium-Activated Potassium Channels ,Molecular biology ,Rats ,Amino acid ,Glutamine ,Transmembrane domain ,Gene Expression Regulation ,Membrane protein ,chemistry ,Organ Specificity ,Female - Abstract
KCNN4 channels that provide the driving force for cAMP- and Ca2+-induced anion secretion are present in both apical and basolateral membranes of the mammalian colon. However, only a single KCNN4 has been cloned. This study was initiated to identify whether both apical and basolateral KCNN4 channels are encoded by the same or different isoforms. Reverse transcriptase-PCR (RT-PCR), real-time quantitative-PCR (RT-QPCR), and immunofluorescence studies were used to clone and identify tissue-specific expression of KCNN4 isoforms. Three distinct KCNN4 cDNAs that are designated as KCNN4a, KCNN4b, and KCNN4c encoding 425, 424, and 395 amino acid proteins, respectively, were isolated from the rat colon. KCNN4a differs from KCNN4b at both the nucleotide and the amino acid level with distinct 628 bp at the 3′-untranslated region and an additional glutamine at position 415, respectively. KCNN4c differs from KCNN4b by lacking the second exon that encodes a 29 amino acid motif. KCNN4a and KCNN4b/c are identified as smooth muscle- and epithelial cell-specific transcripts, respectively. KCNN4b and KCNN4c transcripts likely encode basolateral (40 kDa) and apical (37 kDa) membrane proteins in the distal colon, respectively. KCNN4c, which lacks the S2 transmembrane segment, requires coexpression of a large conductance K+channel β-subunit for plasma membrane expression. The KCNN4 channel blocker TRAM-34 inhibits KCNN4b- and KCNN4c-mediated86Rb (K+surrogate) efflux with an apparent inhibitory constant of 0.6 ± 0.1 and 7.8 ± 0.4 μM, respectively. We conclude that apical and basolateral KCNN4 K+channels that regulate K+and anion secretion are encoded by distinct isoforms in colonic epithelial cells.
- Published
- 2010
34. A $$3\,\hbox{nV}/{\sqrt{\hbox{Hz}}}$$ rail-to-rail operational amplifier in silicon-on-sapphire with constant transconductance
- Author
-
Eugenio Culurciello, P. Weerakoon, Fred J. Sigworth, and Peter J. Kindlmann
- Subjects
Engineering ,Fabrication ,business.industry ,Transconductance ,Amplifier ,Electrical engineering ,Silicon on insulator ,Biomedical instrumentation ,Swing ,Surfaces, Coatings and Films ,law.invention ,Silicon on sapphire ,Hardware and Architecture ,law ,Signal Processing ,Operational amplifier ,business - Abstract
This paper presents the design, fabrication, and electrical measurement results from a low-noise high-performance amplifier fabricated in the 0.5 μm silicon-on-sapphire (SOS) technology. The amplifier was designed with rail-to-rail input and output swing and constant transconductance in its entire common-mode range and targets biomedical instrumentation in SOS/SOI technologies. The amplifier reports $$3\,\hbox{nV}/{\sqrt{\hbox{Hz}}}$$ of input-referred voltage noise at 10 kHz and has 0.4 mV of input-referred offset. The gain-bandwidth product of the amplifier is 12 MHz and the open-loop gain is 75 dB. The amplifier occupies 0.08 mm2 of area and consumes 1.4 mW of power.
- Published
- 2010
35. Reference free structure determination through eigenvectors of center of mass operators
- Author
-
Fred J. Sigworth, Amit Singer, Ronald R. Coifman, and Yoel Shkolnisky
- Subjects
Unit sphere ,Geodesic ,Computer science ,Applied Mathematics ,Mathematical analysis ,010103 numerical & computational mathematics ,02 engineering and technology ,Radial line ,01 natural sciences ,Article ,symbols.namesake ,Fourier transform ,Iterative refinement ,0202 electrical engineering, electronic engineering, information engineering ,symbols ,Graph (abstract data type) ,020201 artificial intelligence & image processing ,Adjacency matrix ,0101 mathematics ,Algorithm ,Eigenvalues and eigenvectors - Abstract
Recovering the three-dimensional structure of molecules is important for understanding their functionality. We describe a spectral graph algorithm for reconstructing the three-dimensional structure of molecules from their cryo-electron microscopy images taken at random unknown orientations. We first identify a one-to-one correspondence between radial lines in three-dimensional Fourier space of the molecule and points on the unit sphere. The problem is then reduced to determining the coordinates of points on the sphere given a subset of their pairwise geodesic distances. To recover those coordinates, we exploit the special geometry of the problem, as rendered by the Fourier projection–slice theorem, to construct a weighted graph whose vertices are the radial Fourier lines and whose edges are linked using the common line property. The graph organizes the radial lines on the sphere in a global manner that reveals the acquisition direction of each image. This organization is derived from a global computation of a few eigenvectors of the graph's sparse adjacency matrix. Once the directions are obtained, the molecule can be reconstructed using classical tomography methods. The presented algorithm is direct (as opposed to iterative refinement schemes), does not require any prior model for the reconstructed object, and is shown to have favorable computational and numerical properties. Moreover, the algorithm does not impose any assumption on the distribution of the projection orientations. Physically, this means that the algorithm is applicable to molecules that have unknown spatial preference.
- Published
- 2010
36. Structure of the BK potassium channel in a lipid membrane from electron cryomicroscopy
- Author
-
Liguo Wang and Fred J. Sigworth
- Subjects
Models, Molecular ,BK channel ,Cryo-electron microscopy ,Proteolipids ,Membrane lipids ,Article ,Cell Line ,Membrane Potentials ,Substrate Specificity ,Membrane Lipids ,single-particle ,Membrane fluidity ,Humans ,membrane protein ,3D reconstruction ,Large-Conductance Calcium-Activated Potassium Channel alpha Subunits ,Lipid bilayer ,Multidisciplinary ,electron microscopy ,biology ,Chemistry ,Electron crystallography ,Vesicle ,Cryoelectron Microscopy ,Protein Structure, Tertiary ,Membrane protein ,Liposomes ,Potassium ,reconstitution ,biology.protein ,Biophysics ,Ion Channel Gating - Abstract
A long-sought goal in structural biology has been the imaging of membrane proteins in their membrane environments. This goal has been achieved with electron crystallography in those special cases where a protein forms highly ordered arrays in lipid bilayers. It has also been achieved by NMR methods in proteins up to 50 kilodaltons (kDa) in size, although milligram quantities of protein and isotopic labelling are required. For structural analysis of large soluble proteins in microgram quantities, an increasingly powerful method that does not require crystallization is single-particle reconstruction from electron microscopy of cryogenically cooled samples (electron cryomicroscopy (cryo-EM)). Here we report the first single-particle cryo-EM study of a membrane protein, the human large-conductance calcium- and voltage-activated potassium channel (BK), in a lipid environment. The new method is called random spherically constrained (RSC) single-particle reconstruction. BK channels, members of the six-transmembrane-segment (6TM) ion channel family, were reconstituted at low density into lipid vesicles (liposomes), and their function was verified by a potassium flux assay. Vesicles were also frozen in vitreous ice and imaged in an electron microscope. From images of 8,400 individual protein particles, a three-dimensional (3D) reconstruction of the BK channel and its membrane environment was obtained at a resolution of 1.7-2.0 nm. Not requiring the formation of crystals, the RSC approach promises to be useful in the structural study of many other membrane proteins as well.
- Published
- 2009
37. The N-Terminal Domain of Slack Determines the Formation and Trafficking of Slick/Slack Heteromeric Sodium-Activated Potassium Channels
- Author
-
Yangyang Yan, Leonard K. Kaczmarek, Maile R. Brown, Liqun Ma, Gonzalo Ferreira, Youshan Yang, Jack Kronengold, Lawrence Salkoff, Haijun Chen, Valeswara-Rao Gazula, Fred J. Sigworth, and Arin Bhattacharjee
- Subjects
Potassium Channels ,Heteromer ,Nerve Tissue Proteins ,Potassium Channels, Sodium-Activated ,Biology ,Article ,Cell Line ,Xenopus laevis ,Protein structure ,Animals ,Humans ,Protein Isoforms ,Protein kinase A ,General Neuroscience ,Alternative splicing ,Subcellular localization ,Potassium channel ,Protein Structure, Tertiary ,Rats ,Transport protein ,Alternative Splicing ,Protein Transport ,Biochemistry ,Biophysics ,Female ,Intracellular - Abstract
Potassium channels activated by intracellular Na+ions (KNa) play several distinct roles in regulating the firing patterns of neurons, and, at the single channel level, their properties are quite diverse. Two known genes,SlickandSlack, encodeKNachannels. We have now found that Slick and Slack subunits coassemble to form heteromeric channels that differ from the homomers in their unitary conductance, kinetic behavior, subcellular localization, and response to activation of protein kinase C. Heteromer formation requires the N-terminal domain of Slack-B, one of the alternative splice variants of the Slack channel. This cytoplasmic N-terminal domain of Slack-B also facilitates the localization of heteromericKNachannels to the plasma membrane. Immunocytochemical studies indicate that Slick and Slack-B subunits are coexpressed in many central neurons. Our findings provide a molecular explanation for some of the diversity in reported properties of neuronalKNachannels.
- Published
- 2009
38. Streptavidin crystals as nanostructured supports and image-calibration references for cryo-EM data collection
- Author
-
Liguo Wang, Puey Ounjai, and Fred J. Sigworth
- Subjects
Image formation ,Streptavidin ,Materials science ,Cryo-electron microscopy ,Cryoelectron Microscopy ,Doping ,Analytical chemistry ,Membrane Proteins ,Lipids ,Negative stain ,Article ,Nanostructures ,Crystal ,chemistry.chemical_compound ,chemistry ,Structural Biology ,Biotinylation ,Calibration ,Liposomes ,Crystallization ,Layer (electronics) - Abstract
For cryo-EM structural studies, we seek to image membrane proteins as single particles embedded in proteoliposomes. One technical difficulty has been the low density of liposomes that can be trapped in the approximately 100nm ice layer that spans holes in the perforated carbon support film of EM grids. Inspired by the use of two-dimensional (2D) streptavidin crystals as an affinity surface for biotinylated DNA (Crucifix et al., 2004), we propose to use the crystals to tether liposomes doped with biotinylated lipids. The 2D crystal image also serves as a calibration of the image formation process, providing an absolute conversion from electrostatic potentials in the specimen to the EM image intensity, and serving as a quality control of acquired cryo-EM images. We were able to grow streptavidin crystals covering more than 90% of the holes in an EM grid, and which remained stable even under negative stain. The liposome density in the resulting cryo-EM sample was uniform and high due to the high-affinity binding of biotin to streptavidin. Using computational methods, the 2D crystal background can be removed from images without noticeable effect on image properties.
- Published
- 2008
39. Holey carbon micro-arrays for transmission electron microscopy: A microcontact printing approach
- Author
-
Eric Stern, Fred J. Sigworth, Kathryn G. Klemic, David W. Chester, and James F. Klemic
- Subjects
Materials science ,Fabrication ,Surface Properties ,Plastic film ,PDMS stamp ,chemistry.chemical_element ,Nanotechnology ,Microscopy, Atomic Force ,Elastomer ,Carbon ,Atomic and Molecular Physics, and Optics ,Electronic, Optical and Magnetic Materials ,Microscopy, Electron ,chemistry ,Transmission electron microscopy ,Microcontact printing ,Microscopy, Electron, Scanning ,Dimethylpolysiloxanes ,Instrumentation ,Microfabrication - Abstract
We have used a microcontact printing approach to produce high quality and inexpensive holey carbon micro-arrays. Fabrication involves: (1) micromolding a poly(dimethylsiloxane) (PDMS) elastomer stamp from a microfabricated master that contains the desired array pattern; (2) using the PDMS stamp for microcontact printing a thin sacrificial plastic film that contains an array of holes; (3) floating the plastic film onto TEM grids; (4) evaporating carbon onto the plastic film and (5) removing the sacrificial plastic film. The final holey carbon micro-arrays are ready for use as support films in TEM applications with the fidelity of the original microfabricated pattern. This approach is cost effective as both the master and the stamps have long-term reusability. Arbitrary array patterns can be made with microfabricated masters made through a single-step photolithographic process.
- Published
- 2007
40. Pharmacological activation and inhibition of Slack (Slo2.2) channels
- Author
-
Jennifer Qian Pan, Steven I. Dworetzky, Christopher G. Boissard, Arin Bhattacharjee, Veronique Damagnez, Yangyang Yan, Leonard K. Kaczmarek, Bo Yang, Valentin K. Gribkoff, and Fred J. Sigworth
- Subjects
Patch-Clamp Techniques ,Xenopus ,Bepridil ,Biology ,Transfection ,Membrane Potentials ,Potassium Channels, Calcium-Activated ,Cellular and Molecular Neuroscience ,chemistry.chemical_compound ,Extracellular ,medicine ,Animals ,Humans ,Enzyme Inhibitors ,Cell Line, Transformed ,Pharmacology ,HEPES ,Dose-Response Relationship, Drug ,Activator (genetics) ,HEK 293 cells ,Dose-Response Relationship, Radiation ,Anatomy ,Calcium Channel Blockers ,biology.organism_classification ,Quinidine ,Electric Stimulation ,Potassium channel ,Enzyme Activation ,Electrophysiology ,chemistry ,Anti-Infective Agents, Local ,Oocytes ,Biophysics ,Bithionol ,medicine.drug - Abstract
The Slack (Sequence like a calcium-activated K channel) (Slo2.2) gene is abundantly expressed in the mammalian brain and encodes a sodium-activated K+ (KNa) channel. Although the specific roles of Slack channel subunits in neurons remain to be identified, they may play a role in the adaptation of firing rate and in protection against ischemic injury. In the present study, we have generated a stable cell line expressing the Slack channel, and have analyzed the pharmacological properties of these channels in these cells and in Xenopus oocytes. Two known blockers of KNa channels, bepridil and quinidine, inhibited Slack currents in a concentration-dependent manner and decreased channel activity in excised membrane patches. The inhibition by bepridil was potent, with an IC50 of 1.0 μM for inhibition of Slack currents in HEK cells. In contrast, bithionol was found to be a robust activator of Slack currents. When applied to the extracellular face of excised patches, bithionol rapidly induced a reversible increase in channel opening, suggesting that it acts on Slack channels relatively directly. These data establish an important early characterization of agents that modulate Slack channels, a process essential for the experimental manipulation of Slack currents in neurons.
- Published
- 2006
41. Microfluidic System for Planar Patch Clamp Electrode Arrays
- Author
-
Fred J. Sigworth, Xiaohui Li, Kathryn G. Klemic, and Mark A. Reed
- Subjects
Patch-Clamp Techniques ,Materials science ,Aperture ,Microfluidics ,Cell Culture Techniques ,Isolation valve ,Bioengineering ,Nanotechnology ,Whole-Cell Recordings ,Cell Line ,Membrane Potentials ,Planar patch clamp ,Animals ,General Materials Science ,Mast Cells ,Patch clamp ,Mechanical Engineering ,Equipment Design ,General Chemistry ,Microfluidic Analytical Techniques ,Condensed Matter Physics ,Rats ,Equipment Failure Analysis ,Microelectrode ,Flow Injection Analysis ,Electrode ,Microelectrodes ,Biomedical engineering - Abstract
We present a microfluidic system integrated with disposable cell interface partitions for simultaneous patch clamp recordings. Glass-supported poly(dimethylsiloxane) (PDMS) partitions, having a 2 microm air-blown aperture, were reversibly sealed to a microfluidic system including PDMS channels with isolation valves and microfabricated Ag/AgCl electrodes. Gigaseal recordings from RBL-1 cells were obtained with a 24% success rate. Simultaneous whole cell recordings from valve-isolated electrodes were obtained.
- Published
- 2006
42. Generation of Functional Fluorescent BK Channels by Random Insertion of GFP Variants
- Author
-
Thomas E. Hughes, Fred J. Sigworth, and Teresa Giraldez
- Subjects
BK channel ,Physiology ,Recombinant Fusion Proteins ,Green Fluorescent Proteins ,Molecular Sequence Data ,CHO Cells ,Biology ,Article ,Membrane Potentials ,Green fluorescent protein ,Cell membrane ,03 medical and health sciences ,0302 clinical medicine ,Cricetinae ,Fluorescence Resonance Energy Transfer ,medicine ,Animals ,Humans ,Amino Acid Sequence ,Large-Conductance Calcium-Activated Potassium Channels ,030304 developmental biology ,Membrane potential ,0303 health sciences ,Base Sequence ,Dose-Response Relationship, Drug ,Chinese hamster ovary cell ,Cell Membrane ,Fluorescence ,Molecular biology ,Fusion protein ,Protein Structure, Tertiary ,Mutagenesis, Insertional ,medicine.anatomical_structure ,Förster resonance energy transfer ,Microscopy, Fluorescence ,DNA Transposable Elements ,Biophysics ,biology.protein ,Calcium ,Mutant Proteins ,030217 neurology & neurosurgery - Abstract
The yellow and cyan variants of green fluorescent protein (GFP) constitute an excellent pair for fluorescence resonance energy transfer (FRET) and can be used to study conformational rearrangements of proteins. Our aim was to develop a library of fluorescent large conductance voltage- and Ca2+-gated channels (BK or slo channels) for future use in FRET studies. We report the results of a random insertion of YFP and CFP into multiple sites of the α subunit of the hslo channel using a Tn5 transposon-based technique. 55 unique fluorescent fusion proteins were obtained and tested for cell surface expression and channel function. 19 constructs are expressed at the plasma membrane and show voltage and Ca2+-dependent currents. In 16 of them the voltage and Ca2+ dependence is very similar to the wild-type channel. Two insertions in the Ca2+ bowl and one in the RCK2 domain showed a strong shift in the G-V curve. The remaining 36 constructs were retained intracellularly; a solubility assay suggests that these proteins are not forming intracellular aggregates. The “success rate” of 19 out of 55 hslo insertion constructs compares very favorably with other studies of random GFP fusions.
- Published
- 2005
43. Microchip Technology in Ion-Channel Research
- Author
-
Kathryn G. Klemic and Fred J. Sigworth
- Subjects
Patch-Clamp Techniques ,Materials science ,Extramural ,Research ,Cell Culture Techniques ,Biomedical Engineering ,Action Potentials ,Pharmaceutical Science ,Medicine (miscellaneous) ,Bioengineering ,Nanotechnology ,Equipment Design ,Ion Channels ,Membrane Potentials ,Computer Science Applications ,Research Design ,Lab-On-A-Chip Devices ,Microchip Analytical Procedures ,Electrical and Electronic Engineering ,Ion Channel Gating ,Ion channel ,Biotechnology - Abstract
The electrical activity of living cells can be monitored in various ways, but for the study of ion channels and the drugs that affect them, the patch-clamp techniques are the most sensitive. Recent developments in microfabricated patch-clamp electrodes are reviewed, and technical challenges for the future are discussed.
- Published
- 2005
44. Can Shaker Potassium Channels be Locked in the Deactivated State?
- Author
-
Yangyang Yan, Fred J. Sigworth, and Youshan Yang
- Subjects
MTSET ,Potassium Channels ,gating current ,Physiology ,Xenopus ,Molecular Sequence Data ,Inorganic chemistry ,Gating ,Shaker Potassium Channels ,patch clamp ,Article ,S4 ,Potassium Channel Blockers ,medicine ,Animals ,Amino Acid Sequence ,Shaker ,cysteine ,Membrane potential ,urogenital system ,Chemistry ,Potassium channel blocker ,Voltage-gated potassium channel ,Potassium channel ,Mutation ,Shaker Superfamily of Potassium Channels ,Biophysics ,Female ,Voltage ,medicine.drug - Abstract
For structural studies it would be useful to constrain the voltage sensor of a voltage-gated channel in its deactivated state. Here we consider one Shaker potassium channel mutant and speculate about others that might allow the channel to remain deactivated at zero membrane potential. Ionic and gating currents of F370C Shaker, expressed in Xenopus oocytes, were recorded in patches with internal application of the methanethiosulfonate reagent MTSET. It appears that the voltage dependence of voltage sensor movement is strongly shifted by reaction with internal MTSET, such that the voltage sensors appear to remain deactivated even at positive potentials. A disadvantage of this construct is that the rate of modification of voltage sensors by MTSET is quite low, approximately 0.17 mM(-1).s(-1) at -80 mV, and is expected to be much lower at depolarized potentials.
- Published
- 2004
45. Automatic particle selection: results of a comparative study
- Author
-
Chandrajit L. Bajaj, Pawel A. Penczek, Marshall Bern, Fred J. Sigworth, Clinton S. Potter, Felix de Haas, Niels Volkmann, Fabrice Mouche, Denis Fellmann, Satya P. Mallick, Richard Hall, Yuanxin Zhu, David J. Kriegman, Robert M. Glaeser, Steven J. Ludtke, Bridget Carragher, and Alan M. Roseman
- Subjects
Electronic Data Processing ,Protein Conformation ,Cryoelectron Microscopy ,Image processing ,Nanotechnology ,Biology ,computer.software_genre ,Bottleneck ,Field (computer science) ,Set (abstract data type) ,Imaging, Three-Dimensional ,Mollusca ,Structural Biology ,Hemocyanins ,Pattern recognition (psychology) ,Image Processing, Computer-Assisted ,Benchmark (computing) ,Animals ,Particle ,Data mining ,computer ,Algorithms ,Selection (genetic algorithm) - Abstract
Manual selection of single particles in images acquired using cryo-electron microscopy (cryoEM) will become a significant bottleneck when datasets of a hundred thousand or even a million particles are required for structure determination at near atomic resolution. Algorithm development of fully automated particle selection is thus an important research objective in the cryoEM field. A number of research groups are making promising new advances in this area. Evaluation of algorithms using a standard set of cryoEM images is an essential aspect of this algorithm development. With this goal in mind, a particle selection "bakeoff" was included in the program of the Multidisciplinary Workshop on Automatic Particle Selection for cryoEM. Twelve groups participated by submitting the results of testing their own algorithms on a common dataset. The dataset consisted of 82 defocus pairs of high-magnification micrographs, containing keyhole limpet hemocyanin particles, acquired using cryoEM. The results of the bakeoff are presented in this paper along with a summary of the discussion from the workshop. It was agreed that establishing benchmark particles and using bakeoffs to evaluate algorithms are useful in promoting algorithm development for fully automated particle selection, and that the infrastructure set up to support the bakeoff should be maintained and extended to include larger and more varied datasets, and more criteria for future evaluations.
- Published
- 2004
46. Slick (Slo2.1), a Rapidly-Gating Sodium-Activated Potassium Channel Inhibited by ATP
- Author
-
Fred J. Sigworth, Arin Bhattacharjee, Leonard K. Kaczmarek, William J. Joiner, Youshan Yang, and Meilin Wu
- Subjects
Potassium Channels ,Xenopus ,Sodium ,Molecular Sequence Data ,chemistry.chemical_element ,CHO Cells ,Gating ,Potassium Channels, Sodium-Activated ,Biology ,Open probability ,Adenosine Triphosphate ,Chlorides ,Cricetinae ,Animals ,Humans ,Tissue Distribution ,Amino Acid Sequence ,Cloning, Molecular ,Binding site ,Cells, Cultured ,General Neuroscience ,C-terminus ,Electric Conductivity ,Potassium channel ,Rats ,Kinetics ,Biochemistry ,chemistry ,Biophysics ,Ligand-gated ion channel ,Ion Channel Gating ,Sequence Alignment ,Intracellular ,Cellular/Molecular - Abstract
Neuronal stressors such as hypoxia and firing of action potentials at very high frequencies cause intracellular Na(+) to rise and ATP to be consumed faster than it can be regenerated. We report the cloning of a gene encoding a K(+) channel, Slick, and demonstrate that functionally it is a hybrid between two classes of K(+) channels, Na(+)-activated (K(Na)) and ATP-sensitive (K(ATP)) K(+) channels. The Slick channel is activated by intracellular Na(+) and Cl(-) and is inhibited by intracellular ATP. Slick is widely expressed in the CNS and is detected in heart. We identify a consensus ATP binding site near the C terminus of the channel that is required for ATP and its nonhydrolyzable analogs to reduce open probability. The convergence of Na(+), Cl(-), and ATP sensitivity in one channel may endow Slick with the ability to integrate multiple indicators of the metabolic state of a cell and to adjust electrical activity appropriately.
- Published
- 2003
47. Three-dimensional structure of the type 1 inositol 1,4,5-trisphosphate receptor at 24 A resolution
- Author
-
Barbara E. Ehrlich, Qiu-Xing Jiang, Fred J. Sigworth, David W. Chester, and Edwin C. Thrower
- Subjects
General Immunology and Microbiology ,Voltage-dependent calcium channel ,Protein Conformation ,Cryo-electron microscopy ,Ryanodine receptor ,General Neuroscience ,Resolution (electron density) ,Receptors, Cytoplasmic and Nuclear ,Mineralogy ,Surface Plasmon Resonance ,Biology ,Inositol trisphosphate receptor ,Article ,General Biochemistry, Genetics and Molecular Biology ,Mice ,Microscopy, Electron ,Protein structure ,Biophysics ,Animals ,Inositol 1,4,5-Trisphosphate Receptors ,Calcium Channels ,Dumbbell ,Receptor ,Molecular Biology - Abstract
We report here the first three-dimensional structure of the type 1 inositol 1,4,5-trisphosphate receptor (IP(3)R). From cryo-electron microscopic images of purified receptors embedded in vitreous ice, a three-dimensional structure was determined by use of standard single particle reconstruction techniques. The structure is strikingly different from that of the ryanodine receptor at similar resolution despite molecular similarities between these two calcium release channels. The 24 A resolution structure of the IP(3)R takes the shape of an uneven dumbbell, and is approximately 170 A tall. Its larger end is bulky, with four arms protruding laterally by approximately 50 A and, in comparison with the receptor topology, probably corresponds to the cytoplasmic domain of the receptor. The lateral dimension at the height of the protruding arms is approximately 155 A. The smaller end, whose lateral dimension is approximately 100 A, has structural features indicative of the membrane-spanning domain. A central opening in this domain, which is occluded on the cytoplasmic half, outlines a pathway for calcium flow in the open state of the channel.
- Published
- 2002
48. Cryo-EM Structure of KV1.2 Channels in Liposomes
- Author
-
Hideki Shigematsu, Fred J. Sigworth, Youshan Yang, Yi Chen, and Yangyang Yan
- Subjects
0301 basic medicine ,Membrane potential ,03 medical and health sciences ,Liposome ,030104 developmental biology ,Channel complex ,Cryo-electron microscopy ,Chemistry ,Biophysics ,Analytical chemistry ,Lipid bilayer ,Ion - Abstract
We present a sub-nanometer cryo-EM structure the Kv1.2 channel complex in a lipid bilayer, obtained from protein reconstituted into liposomes. Using this system we expect that the voltage-gated channels can be subjected to physiological membrane potentials and ion gradients. Our present map was obtained at zero membrane potential for comparison with X-ray structures, but we report progress in establishing and verifying the presence of membrane potentials in the small (∼40 nm) liposomes used for cryo-EM imaging.
- Published
- 2017
49. Surface-Constrained 3D Reconstruction in Cryo-EM
- Author
-
Andrew Barthel, Fred J. Sigworth, and Hemant D. Tagare
- Subjects
Surface (mathematics) ,Quantitative Biology::Biomolecules ,Materials science ,Cryo-electron microscopy ,Molecular biophysics ,3D reconstruction ,Iterative reconstruction ,Bioinformatics ,Synthetic data ,Article ,Quantitative Biology::Subcellular Processes ,Particle ,Projection (set theory) ,Biological system - Abstract
Random spherically-constrained (RSC) reconstruction is a new form of single particle reconstruction (SPR) using cryo-EM images of membrane proteins embedded in spherical lipid vesicles to generate a 3D protein structure. The method has many advantages over conventional SPR, including a more native environment for protein particles and an initial estimate of the particle's angular orientation. These advances allow us to determine structures of membrane proteins such as ion channels and derive more reliable structure estimates. We present an algorithm that relates conventional SPR to the RSC model, and generally, to projection images of particles embedded with an axis parallel to the local normal of a general 2D manifold. We illustrate the performance of this algorithm in the spherical system using synthetic data.
- Published
- 2014
50. Imaged by Cryo-EM, Activated and Desensitized GluA2 Glutamate Receptors Show Extreme Flexibility
- Author
-
Hideki Shigematsu, Yangyang Yan, Youshan Yang, Eric Gouaux, Fred J. Sigworth, and Katharina Duerr
- Subjects
Agonist ,Liposome ,medicine.drug_class ,Cryo-electron microscopy ,Chemistry ,Glutamate receptor ,Biophysics ,AMPA receptor ,medicine ,Extracellular ,Cyclothiazide ,Receptor ,medicine.drug - Abstract
We have reconstituted into liposomes the same truncated GluA2 protein that yielded the recent AMPA receptor crystal structure (Sobolevsky et al., Nature 2009). The reconstituted receptors show glutamate-activated and MPQX-blocked Na+ fluxes. When the proteoliposomes are imaged in cryo-EM in the presence of MPQX or with no ligands, the receptors appear as Y-shaped particles that are indistinguishable from the X-ray structure of the MPQX-bound receptor. However, in the presence of glutamate or glutamate + cyclothiazide the extracellular “arms”, comprising the ligand-binding domains and amino-terminal domains of the tetrameric receptor, become detached from one another. The wide range of conformations is reminiscent of previous negative-stain images of AMPA receptors from the Walz and Madden laboratories. It appears that agonist binding is accompanied by disruption of the dimer-dimer interfaces of the extracellular domains. Under conditions that favor the open and desensitized states, this AMPA-type receptor appears to be blowing in the Brownian wind.
- Published
- 2014
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