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Uniloc: a Universal Protein Localization Site Predictor For
bioRxiv preprint doi: https://doi.org/10.1101/252916; this version posted January 25, 2018. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license. UniLoc: A universal protein localization site predictor for eukaryotes and prokaryotes Hsin-Nan Lin, Ching-Tai Chen, Ting-Yi Sung* and Wen-Lian Hsu* Institute of Information Science, Academia Sinica, Taipei, Taiwan * To whom correspondence should be addressed. Tel: +886-2-2788-3799; Fax: +886-2-2782-4814; Email: [email protected]. Correspondence may also be addressed to [email protected]. ABSTRACT There is a growing gap between protein subcellular localization (PSL) data and protein sequence data, raising the need for computation methods to rapidly determine subcellular localizations for uncharacterized proteins. Currently, the most efficient computation method involves finding sequence-similar proteins (hereafter referred to as similar proteins) in the annotated database and transferring their annotations to the target protein. When a sequence-similarity search fails to find similar proteins, many PSL predictors adopt machine learning methods for the prediction of localization sites. We proposed a universal protein localization site predictor - UniLoc - to take advantage of implicit similarity among proteins through sequence analysis alone. The notion of related protein words is introduced to explore the localization site assignment of uncharacterized proteins. UniLoc is found to identify useful template proteins and produce reliable predictions when similar proteins were not available. -
The Desmoplakin Carboxyl Terminus Coaligns with and Specifically Disrupts Intermediate Filament Networks When Expressed in Cultured Cells Thaddeus S
View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by PubMed Central The Desmoplakin Carboxyl Terminus Coaligns with and Specifically Disrupts Intermediate Filament Networks When Expressed in Cultured Cells Thaddeus S. Stappenbeck and Kathleen J. Green Department of Pathology and the Cancer Center, Northwestern University Medical School, Chicago, Illinois 60611 Abstract. Specific interactions between desmoplakins tides including the 90-kD carboxy-terminal globular I and 11 (DP I and II) and other desmosomal or cyto- domain of DP I specifically colocalized with and ulti- skeletal molecules have been difficult to determine in mately resulted in the complete disruption of IF in part because of the complexity and insolubility of the both cell lines. This effect was specific for IF as micro- desmosome and its constituents . We have used a mo- tubule and microfilament networks were unaltered . lecular genetic approach to investigate the role that This effect was also specific for the carboxyl terminus DP I and 11 may play in the association of the desmo- of DP, as the expression of the 95-kD rod domain of somal plaque with cytoplasmic intermediate filaments DP I did not visibly alter IF networks. Immunogold (IF) . A series of mammalian expression vectors en- localization of COS-7 cells transfected with constructs coding specific predicted domains of DP I were tran- including the carboxyl terminus of DP demonstrated siently expressed in cultured cells that form (COS-7) an accumulation of mutant protein in perinuclear aggre- and do not form (NIH-3T3) desmosomes. Sequence gates within which IF subunits were sequestered. -
Evidence That Subcellular Localization of a Bacterial Membrane Protein Is Achieved by Diffusion and Capture
Evidence that subcellular localization of a bacterial membrane protein is achieved by diffusion and capture David Z. Rudner, Qi Pan, and Richard M. Losick* Department of Molecular and Cellular Biology, Harvard University, 16 Divinity Avenue, Cambridge, MA 02138 Contributed by Richard M. Losick, April 16, 2002 Bacteria lack an endoplasmic reticulum, a Golgi apparatus, and uted uniformly throughout the cell. In the third model, which we transport vesicles and yet are capable of sorting and delivering call diffusion and capture, the protein is inserted randomly into integral membrane proteins to particular sites within the cell with all membranes and becomes localized by diffusion to, and high precision. What is the pathway by which membrane proteins capture at, the site where it will ultimately reside. reach their proper subcellular destination in bacteria? We have An attractive system in which to address the question of how addressed this question by using green fluorescent protein (GFP) membrane proteins localize is the process of sporulation in B. fused to a polytopic membrane protein (SpoIVFB) that is involved subtilis. Sporulation takes place in two principal morphological in the process of sporulation in the bacterium Bacillus subtilis. stages (7). In the first stage, the sporulating cell (or sporangium) SpoIVFB-GFP localizes to a region of the sporulating cell known as divides asymmetrically through the formation of a polar septum, the outer forespore membrane, which is distinct from the cyto- which creates a small cell known as the forespore and a larger cell plasmic membrane. Experiments are presented that rule out a called the mother cell. Initially, the forespore and mother cell lie mechanism in which SpoIVFB-GFP localizes to all membranes but is side-by-side, but in the second stage of development the fore- selectively eliminated from the cytoplasmic membrane by proteo- spore is engulfed by the mother cell. -
Plakoglobin Is Required for Effective Intermediate Filament Anchorage to Desmosomes Devrim Acehan1, Christopher Petzold1, Iwona Gumper2, David D
ORIGINAL ARTICLE Plakoglobin Is Required for Effective Intermediate Filament Anchorage to Desmosomes Devrim Acehan1, Christopher Petzold1, Iwona Gumper2, David D. Sabatini2, Eliane J. Mu¨ller3, Pamela Cowin2,4 and David L. Stokes1,2,5 Desmosomes are adhesive junctions that provide mechanical coupling between cells. Plakoglobin (PG) is a major component of the intracellular plaque that serves to connect transmembrane elements to the cytoskeleton. We have used electron tomography and immunolabeling to investigate the consequences of PG knockout on the molecular architecture of the intracellular plaque in cultured keratinocytes. Although knockout keratinocytes form substantial numbers of desmosome-like junctions and have a relatively normal intercellular distribution of desmosomal cadherins, their cytoplasmic plaques are sparse and anchoring of intermediate filaments is defective. In the knockout, b-catenin appears to substitute for PG in the clustering of cadherins, but is unable to recruit normal levels of plakophilin-1 and desmoplakin to the plaque. By comparing tomograms of wild type and knockout desmosomes, we have assigned particular densities to desmoplakin and described their interaction with intermediate filaments. Desmoplakin molecules are more extended in wild type than knockout desmosomes, as if intermediate filament connections produced tension within the plaque. On the basis of our observations, we propose a particular assembly sequence, beginning with cadherin clustering within the plasma membrane, followed by recruitment of plakophilin and desmoplakin to the plaque, and ending with anchoring of intermediate filaments, which represents the key to adhesive strength. Journal of Investigative Dermatology (2008) 128, 2665–2675; doi:10.1038/jid.2008.141; published online 22 May 2008 INTRODUCTION dense plaque that is further from the membrane and that Desmosomes are large macromolecular complexes that mediates the binding of intermediate filaments. -
Transiently Structured Head Domains Control Intermediate Filament Assembly
Transiently structured head domains control intermediate filament assembly Xiaoming Zhoua, Yi Lina,1, Masato Katoa,b,c, Eiichiro Morid, Glen Liszczaka, Lillian Sutherlanda, Vasiliy O. Sysoeva, Dylan T. Murraye, Robert Tyckoc, and Steven L. McKnighta,2 aDepartment of Biochemistry, University of Texas Southwestern Medical Center, Dallas, TX 75390; bInstitute for Quantum Life Science, National Institutes for Quantum and Radiological Science and Technology, 263-8555 Chiba, Japan; cLaboratory of Chemical Physics, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892-0520; dDepartment of Future Basic Medicine, Nara Medical University, 840 Shijo-cho, Kashihara, Nara, Japan; and eDepartment of Chemistry, University of California, Davis, CA 95616 Contributed by Steven L. McKnight, January 2, 2021 (sent for review October 30, 2020; reviewed by Lynette Cegelski, Tatyana Polenova, and Natasha Snider) Low complexity (LC) head domains 92 and 108 residues in length are, IF head domains might facilitate filament assembly in a manner respectively, required for assembly of neurofilament light (NFL) and analogous to LC domain function by RNA-binding proteins in the desmin intermediate filaments (IFs). As studied in isolation, these IF assembly of RNA granules. head domains interconvert between states of conformational disor- IFs are defined by centrally located α-helical segments 300 to der and labile, β-strand–enriched polymers. Solid-state NMR (ss-NMR) 350 residues in length. These central, α-helical segments are spectroscopic studies of NFL and desmin head domain polymers re- flanked on either end by head and tail domains thought to be veal spectral patterns consistent with structural order. -
Intermediate Filament Accumulation Can Stabilize Microtubules in Caenorhabditis Elegans Motor Neurons
Intermediate filament accumulation can stabilize microtubules in Caenorhabditis elegans motor neurons Naina Kurupa, Yunbo Lia, Alexandr Goncharova, and Yishi Jina,b,1 aNeurobiology Section, Division of Biological Sciences, University of California, San Diego, La Jolla, CA 92093; and bDepartment of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA 92093 Edited by H. Robert Horvitz, Massachusetts Institute of Technology, Cambridge, MA, and approved February 11, 2018 (received for review December 21, 2017) Neural circuits utilize a coordinated cellular machinery to form and Results eliminate synaptic connections, with the neuronal cytoskeleton Identification of IF Genes That Regulate Synapse Rewiring. At the playing a prominent role. During larval development of Caenorhabditis end of larval stage 1 (L1), the dorsal D (DD)-type motor neurons elegans, synapses of motor neurons are stereotypically rewired rewire their presynaptic connections from the ventral nerve cord through a process facilitated by dynamic microtubules (MTs). Through a (VNC) to the dorsal nerve cord (DNC), concurrent with the genetic suppressor screen on mutant animals that fail to rewire synap- birth of ventral D (VD)-type motor neurons, which then form ses, and in combination with live imaging and ultrastructural studies, synapses along the VNC (19). We visualized DD-neuron pre- we find that intermediate filaments (IFs) stabilize MTs to prevent syn- synaptic terminals using a GFP-tagged synaptobrevin (SNB- apse rewiring. Genetic ablation of IFs or pharmacological disruption of 1::GFP) reporter (juIs137:Pflp-13 SNB-1::GFP). In L1 animals, IF networks restores MT growth and rescues synapse rewiring defects discrete synaptic puncta were present along the ventral neurites in the mutant animals, indicating that IF accumulation directly alters MT (18), but in late larvae and adults, synaptic puncta were only seen stability. -
The Relationship Between Intermediate Filaments and Microfilaments Before and During the Formation of Desmosomes and Adherens-Ty
Published May 1, 1987 The Relationship between Intermediate Filaments and Microfilaments before and during the Formation of Desmosomes and Adherens-type Junctions in Mouse Epidermal Keratinocytes Kathleen J. Green, Benjamin Geiger,* Jonathan C. R. Jones, John C. Talian, and Robert D. Goldman Department of Cell Biology and Anatomy, Northwestern University Medical School, Chicago, Illinois 60611; and * Department of Chemical Immunology, The Weizmann Institute of Science, Rehovot, Israel Abstract. Actin, keratin, vinculin and desmoplakin ermost of the concentric MFB. Individual IF often organization were studied in primary mouse keratino- splay out, becoming interwoven into these MFB in the cytes before and during Ca2+-induced cell contact forma- region of cell-substrate contact. In the first 30 min af- tion. Double-label fluorescence shows that in cells cul- ter the Ca 2+ switch, areas of submembranous dense Downloaded from tured in low Ca 2÷ medium, keratin-containing inter- material (identified as adherens junctions), which are mediate filament bundles (IFB) and desmoplakin- associated with the perpendicular MFB, can be seen at containing spots are both concentrated towards the cell newly formed cell-ceU contact sites. By 1-2 h, IFB- center in a region bounded by a series of concentric desmosomal component complexes are aligned with microfilament bundles (MFB). Within 5-30 min after the perpendicular MFB as the complexes become jcb.rupress.org raising Ca 2+ levels, a discontinuous actin/vinculin-rich, redistributed to cell-cell interfaces. Cytochalasin D submembranous zone of fluorescence appears at cell- treatment causes the redistribution of actin into numer- cell interfaces. This zone is usually associated with ous patches; keratin-containing Lr:B undergo a con- short, perpendicular MFB, which become wider and comitant redistribution, forming foci that coincide with longer with time. -
Bird Eye View of Protein Subcellular Localization Prediction
life Review Bird Eye View of Protein Subcellular Localization Prediction Ravindra Kumar 1,* and Sandeep Kumar Dhanda 2,* 1 Biometric Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, NIH, 9609 Medical Center Drive, Rockville, MD 20850, USA 2 Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA * Correspondence: [email protected] (R.K.); [email protected] (S.K.D.) Received: 24 November 2020; Accepted: 11 December 2020; Published: 14 December 2020 Abstract: Proteins are made up of long chain of amino acids that perform a variety of functions in different organisms. The activity of the proteins is determined by the nucleotide sequence of their genes and by its 3D structure. In addition, it is essential for proteins to be destined to their specific locations or compartments to perform their structure and functions. The challenge of computational prediction of subcellular localization of proteins is addressed in various in silico methods. In this review, we reviewed the progress in this field and offered a bird eye view consisting of a comprehensive listing of tools, types of input features explored, machine learning approaches employed, and evaluation matrices applied. We hope the review will be useful for the researchers working in the field of protein localization predictions. Keywords: protein localization; signal peptide-based method; sequence compositional information-based method; machine learning based method; integrated method 1. Introduction Proteins are localized into different cellular compartments and sub-compartments inside the cell. Each subcellular compartment has a distinct well-defined function in the cell and has a characteristic physicochemical environment, which drives proper functioning of the proteins. -
Subcellular Localization of a Bacterial Regulatory RNA
Subcellular localization of a bacterial regulatory RNA Jay H. Russell and Kenneth C. Keiler1 The Pennsylvania State University, Department of Biochemistry and Molecular Biology, 401 Althouse Lab, University Park, PA 16802 Edited by Robert T. Sauer, Massachusetts Institute of Technology, Cambridge, MA, and approved July 13, 2009 (received for review May 4, 2009) Eukaryotes and bacteria regulate the activity of some proteins by synchronized cultures of cells in G1 phase, called swarmer cells. localizing them to discrete subcellular structures, and eukaryotes Swarmer cells execute a developmental program that coordi- localize some RNAs for the same purpose. To explore whether nates initiation of DNA replication with morphological differ- bacteria also spatially regulate RNAs, the localization of tmRNA entiation into stalked cells. During differentiation, the polar was determined using fluorescence in situ hybridization. tmRNA is flagellum is ejected and a stalk grows at the same site. Stalked a small regulatory RNA that is ubiquitous in bacteria and that cells complete S phase and divide, producing a stalked cell and interacts with translating ribosomes in a reaction known as trans- a new swarmer cell. trans-Translation is required for correct translation. In Caulobacter crescentus, tmRNA was localized in a timing of events during the developmental program. Cells lack- cell-cycle–dependent manner. In G1-phase cells, tmRNA was found ing ssrA (the gene encoding tmRNA) or smpB do not initiate in regularly spaced foci indicative of a helix-like structure. After DNA replication at the correct time, and all subsequent cell- initiation of DNA replication, most of the tmRNA was degraded, cycle–regulated events are delayed. -
INTERMEDIATE FILAMENT Dr Krishnendu Das Assistant Professor Department of Zoology City College
INTERMEDIATE FILAMENT Dr Krishnendu Das Assistant Professor Department of Zoology City College Q.What are the intermediate filaments? State their role as cytoskeleton. How its functional significance differs from others? This component of cytoskeleton intermediates between actin filaments (about 7 nm in diameter) and microtubules (about 25 nm in diameter). In contrast to actin filament and microtubule the intermediate filaments are not directly involved in cell movements, instead they appear to play basically a structural role by providing mechanical strength to cells and tissues. (Figure 1: Structure of intermediate filament proteins- intermediate filament proteins contain a central α-helical rod domain of approximately 310 amino acids (350 amino acids in the nuclear lamins). The N-terminal head and C-terminal tail domains vary in size and shape. Q.How intermediate filaments differ from actin filaments and microtubules in respect of their components? Actin filaments and microtubules are polymers of single types of proteins (e.g; actin tubulins), whereas intermediate filaments are composed of a variety of proteins that are expressed in different types of cells (as given in the tabular form) Type Protein Size (kd) Site of expression I Acidic keratin 40-60 Epithelial cells II Neutral or basic keratin 50-70 Do III Vimentin 54 Fibroblasts, WBC and other cell types Desmin 53 Muscle cells Periferin 57 Peripheral neurons IV Neurofilament proteins NF-L 67 Neurons NF-M 150 Neurons NF-H 200 Neurons V Nuclear lamins 60-75 Nuclear lamina of all cell types VI nestin 200 Stem cells, especially of the central nervous system Q.How do intermediate filaments assemble? (Figure 2) The central rod domains of two polypeptides wind around each other in a coiled-coil structure to form dimmers. -
Cytoskeleton Markers
ptglab.com 1 CYTOSKELETON MARKERS www.ptglab.com Introduction The cytoskeleton is a three-dimensional network supporting and stabilizing the cell. All cells, even bacteria, have a type of cytoskeleton. It is responsible for the shape of the cell and its mechanical properties. Many dynamic cellular processes cooperate with the cytoskeleton, such as cell motion, cell division, intracellular transport, and cell signaling. Therefore, the cytoskeleton interacts with several cytoplasmic proteins or organelles. The cytoskeletal network is composed of three different protein structures named filaments: microtubules, microfilaments (actin), and intermediate filaments. These proteins form their own unique networks within the cell that have different interdependent functions. Main Functions of the Cytoskeleton Structural support Cell trafficking Transducer of mechanical signals Associated with several diseases Cellular signaling Cell Illustrating The Three Different Cytoskeleton Structure Proteins 2 Cytoskeleton Markers Most Popular Antibody Name Catalog Number Type Applications Cytoskeleton Markers ACTA2/alpha 5 23081-1-AP Rabbit Poly ELISA, IHC, IP, WB From Proteintech smooth muscle actin alpha Tubulin 4 11224-1-AP Rabbit Poly ELISA, FC, IF, IHC, IP, WB beta Actin 423 20536-1-AP Rabbit Poly ELISA, IF, IHC, WB beta Actin 399 60008-1-IG Mouse Mono ELISA, FC, IF, IHC, WB beta Tubulin 11 10068-1-AP Rabbit Poly ELISA, IF, IHC, IP, WB Cofilin 5 10960-1-AP Rabbit Poly ELISA, IF, IHC, WB Cytokeratin 17 specific 17516-1-AP Rabbit Poly ELISA, FC, IF, IHC, IP, WB Desmin 2 60226-1-IG Mouse Mono ELISA, IHC, WB GFAP 5 60190-1-IG Mouse Mono ELISA, IF, IHC, IP, WB Palladin 5 10853-1-AP Rabbit Poly ELISA, FC, IF, IHC, IP, WB Vimentin 54 10366-1-AP Rabbit Poly ELISA, FC, IF, IHC, WB 00 This number shows the amount of times our antibody has been cited in a publication. -
Tau Inhibits Vesicle and Organelle Transport
Journal of Cell Science 112, 2355-2367 (1999) 2355 Printed in Great Britain © The Company of Biologists Limited 1999 JCS9926 Tau regulates the attachment/detachment but not the speed of motors in microtubule-dependent transport of single vesicles and organelles B. Trinczek*, A. Ebneth‡, E.-M. Mandelkow and E. Mandelkow* Max-Planck Unit for Structural Molecular Biology, Notkestrasse 85, D-22607 Hamburg, Germany *Authors for correspondence (e-mail: [email protected]; [email protected]) ‡Present address: GENION Forschungsgesellschaft mbH, Abteistrasse 57, 20149 Hamburg, Germany Accepted 30 April; published on WWW 24 June 1999 SUMMARY We have performed a real time analysis of fluorescence- even with that of vimentin intermediate filaments. The net tagged vesicle and mitochondria movement in living CHO effect is a directional bias in the minus-end direction of cells transfected with microtubule-associated protein tau or microtubules which leads to the retraction of mitochondria its microtubule-binding domain. Tau does not alter the or vimentin IFs towards the cell center. The data suggest speed of moving vesicles, but it affects the frequencies of that tau can control intracellular trafficking by affecting attachment and detachment to the microtubule tracks. the attachment and detachment cycle of the motors, in Thus, tau decreases the run lengths both for plus-end and particular by reducing the attachment of kinesin to minus-end directed motion to an equal extent. Reversals microtubules, whereas the movement itself is unaffected. from minus-end to plus-end directed movement of single vesicles are strongly reduced by tau, but reversals in the opposite direction (plus to minus) are not.