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1.
Sci Rep ; 10(1): 1286, 2020 Jan 28.
Article in English | MEDLINE | ID: mdl-31992766

ABSTRACT

Analysis of cancer mutational signatures have been instrumental in identification of responsible endogenous and exogenous molecular processes in cancer. The quantitative approach used to deconvolute mutational signatures is becoming an integral part of cancer research. Therefore, development of a stand-alone tool with a user-friendly interface for analysis of cancer mutational signatures is necessary. In this manuscript we introduce CANCERSIGN, which enables users to identify 3-mer and 5-mer mutational signatures within whole genome, whole exome or pooled samples. Additionally, this tool enables users to perform clustering on tumor samples based on the proportion of mutational signatures in each sample. Using CANCERSIGN, we analysed all the whole genome somatic mutation datasets profiled by the International Cancer Genome Consortium (ICGC) and identified a number of novel signatures. By examining signatures found in exonic and non-exonic regions of the genome using WGS and comparing this to signatures found in WES data we observe that WGS can identify additional non-exonic signatures that are enriched in the non-coding regions of the genome while the deeper sequencing of WES may help identify weak signatures that are otherwise missed in shallower WGS data.


Subject(s)
Databases, Nucleic Acid , Exome , Genome, Human , Mutation , Neoplasms/genetics , Software , Animals , Humans
2.
J R Soc Interface ; 12(109): 20150334, 2015 Aug 06.
Article in English | MEDLINE | ID: mdl-26179989

ABSTRACT

von Willebrand factor (VWF) is a naturally collapsed protein that participates in primary haemostasis and coagulation events. The clotting process is triggered by the adsorption and conformational changes of the plasma VWFs localized to the collagen fibres found near the site of injury. We develop coarse-grained models to simulate the adsorption dynamics of VWF flowing near the adhesive collagen fibres at different shear rates and investigate the effect of factors such as interaction and cooperativity of VWFs on the success of adsorption events. The adsorption probability of a flowing VWF confined to the receptor field is enhanced when it encounters an adhered VWF in proximity to the collagen receptors. This enhancement is observed within a wide range of shear rates and is mostly controlled by the attractive van der Waals interactions rather than the hydrodynamic interactions among VWF monomers. The cooperativity between the VWFs acts as an effective mechanism for enhancing VWF adsorption to the collagen fibres. Additionally, this implies that the adsorption of such molecules is nonlinearly dependent on the density of flowing VWFs. These findings are important for studies of primary haemostasis as well as general adsorption dynamics processes in polymer physics.


Subject(s)
Blood Coagulation/physiology , Collagen/metabolism , Models, Biological , von Willebrand Factor/metabolism , Adsorption , Humans , Hydrodynamics
3.
J Biol Chem ; 289(33): 23256-23263, 2014 Aug 15.
Article in English | MEDLINE | ID: mdl-24975416

ABSTRACT

The aspartate in the prototypical integrin-binding motif Arg-Gly-Asp binds the integrin ßA domain of the ß-subunit through a divalent cation at the metal ion-dependent adhesion site (MIDAS). An auxiliary metal ion at a ligand-associated metal ion-binding site (LIMBS) stabilizes the metal ion at MIDAS. LIMBS contacts distinct residues in the α-subunits of the two ß3 integrins αIIbß3 and αVß3, but a potential role of this interaction on stability of the metal ion at LIMBS in ß3 integrins has not been explored. Equilibrium molecular dynamics simulations of fully hydrated ß3 integrin ectodomains revealed strikingly different conformations of LIMBS in unliganded αIIbß3 versus αVß3, the result of stronger interactions of LIMBS with αV, which reduce stability of the LIMBS metal ion in αVß3. Replacing the αIIb-LIMBS interface residue Phe(191) in αIIb (equivalent to Trp(179) in αV) with Trp strengthened this interface and destabilized the metal ion at LIMBS in αIIbß3; a Trp(179) to Phe mutation in αV produced the opposite but weaker effect. Consistently, an F191/W substitution in cellular αIIbß3 and a W179/F substitution in αVß3 reduced and increased, respectively, the apparent affinity of Mn(2+) to the integrin. These findings offer an explanation for the variable occupancy of the metal ion at LIMBS in αVß3 structures in the absence of ligand and provide new insights into the mechanisms of integrin regulation.


Subject(s)
Integrin alphaVbeta3/chemistry , Integrin beta3/chemistry , Manganese/chemistry , Platelet Glycoprotein GPIIb-IIIa Complex/chemistry , Amino Acid Motifs , Binding Sites , Cations, Divalent/chemistry , Humans , Integrin alphaVbeta3/genetics , Integrin beta3/genetics , Platelet Glycoprotein GPIIb-IIIa Complex/genetics
4.
J Biol Chem ; 289(20): 13801-9, 2014 May 16.
Article in English | MEDLINE | ID: mdl-24692540

ABSTRACT

The function-blocking, non-RGD-containing, and primate-specific mouse monoclonal antibody 17E6 binds the αV subfamily of integrins. 17E6 is currently in phase II clinical trials for treating cancer. To elucidate the structural basis of recognition and the molecular mechanism of inhibition, we crystallized αVß3 ectodomain in complex with the Fab fragment of 17E6. Protein crystals grew in presence of the activating cation Mn(2+). The integrin in the complex and in solution assumed the genuflected conformation. 17E6 Fab bound exclusively to the Propeller domain of the αV subunit. At the core of αV-Fab interface were interactions involving Propeller residues Lys-203 and Gln-145, with the latter accounting for primate specificity. The Propeller residue Asp-150, which normally coordinates Arg of the ligand Arg-Gly-Asp motif, formed contacts with Arg-54 of the Fab that were expected to reduce soluble FN10 binding to cellular αVß3 complexed with 17E6. This was confirmed in direct binding studies, suggesting that 17E6 is an allosteric inhibitor of αV integrins.


Subject(s)
Antibodies, Monoclonal/chemistry , Antibodies, Monoclonal/immunology , Immunoglobulin Fab Fragments/metabolism , Integrin alphaV/chemistry , Integrin alphaV/immunology , Integrin alphaVbeta3/chemistry , Integrin alphaVbeta3/metabolism , Amino Acid Sequence , Animals , Cell Line , Crystallography, X-Ray , Humans , Immunoglobulin Fab Fragments/chemistry , Immunoglobulin Fab Fragments/immunology , Integrin alphaVbeta3/immunology , Manganese/pharmacology , Models, Molecular , Molecular Sequence Data , Primates , Protein Structure, Tertiary , Species Specificity
5.
Int Rev Cell Mol Biol ; 310: 171-220, 2014.
Article in English | MEDLINE | ID: mdl-24725427

ABSTRACT

Cells contain several mechanosensing components that transduce mechanical signals into biochemical cascades. During cell-ECM adhesion, a complex network of molecules mechanically couples the extracellular matrix (ECM), cytoskeleton, and nucleoskeleton. The network comprises transmembrane receptor proteins and focal adhesions, which link the ECM and cytoskeleton. Additionally, recently identified protein complexes extend this linkage to the nucleus by linking the cytoskeleton and the nucleoskeleton. Despite numerous studies in this field, due to the complexity of this network, our knowledge of the mechanisms of cell-ECM adhesion at the molecular level remains remarkably incomplete. Herein, we present a review of the structures of key molecules involved in cell-ECM adhesion, along with an evaluation of their predicted roles in mechanical sensing. Additionally, specific binding events prompted by force-induced conformational changes of each molecule are discussed. Finally, we propose a model for the biomechanical events prominent in cell-ECM adhesion.


Subject(s)
Cell Nucleus/metabolism , Extracellular Matrix/metabolism , Focal Adhesions/metabolism , Mechanotransduction, Cellular/physiology , Actinin/metabolism , Animals , Cytoskeleton/metabolism , Fibrinogen/metabolism , Fibronectins/metabolism , Filamins/metabolism , Humans , Integrins/metabolism , Membrane Proteins/metabolism , Neoplasm Proteins/metabolism , Protein Structure, Tertiary , Talin/metabolism , Vinculin/metabolism
6.
Biophys J ; 105(6): 1304-15, 2013 Sep 17.
Article in English | MEDLINE | ID: mdl-24047981

ABSTRACT

Integrin αIIbß3 is a member of the integrin family of transmembrane proteins present on the plasma membrane of platelets. Integrin αIIbß3 is widely known to regulate the process of thrombosis via activation at its cytoplasmic side by talin and interaction with the soluble fibrinogen. It is also reported that three groups of interactions restrain integrin family members in the inactive state, including a set of salt bridges on the cytoplasmic side of the transmembrane domain of the integrin α- and ß-subunits known as the inner membrane clasp, hydrophobic packing of a few transmembrane residues on the extracellular side between the α- and ß-subunits that is known as the outer membrane clasp, and the key interaction group of the ßA domain (located on the ß-subunit head domain) with the ßTD (proximal to the plasma membrane on the ß-subunit). However, molecular details of this key interaction group as well as events that lead to detachment of the ßTD and ßA domains have remained ambiguous. In this study, we use molecular dynamics models to take a comprehensive outside-in and inside-out approach at exploring how integrin αIIbß3 is activated. First, we show that talin's interaction with the membrane-proximal and membrane-distal regions of integrin cytoplasmic-transmembrane domains significantly loosens the inner membrane clasp. Talin also interacts with an additional salt bridge (R734-E1006), which facilitates integrin activation through the separation of the integrin's α- and ß-subunits. The second part of our study classifies three types of interactions between RGD peptides and the extracellular domains of integrin αIIbß3. Finally, we show that the interaction of the Arg of the RGD sequence may activate integrin via disrupting the key interaction group between K350 on the ßA domain and S673/S674 on the ßTD.


Subject(s)
Molecular Dynamics Simulation , Platelet Glycoprotein GPIIb-IIIa Complex/metabolism , Signal Transduction , Binding Sites , Cell Membrane/metabolism , Ligands , Oligopeptides/metabolism , Platelet Glycoprotein GPIIb-IIIa Complex/chemistry , Protein Conformation , Talin/metabolism
7.
PLoS Comput Biol ; 9(3): e1002948, 2013.
Article in English | MEDLINE | ID: mdl-23516344

ABSTRACT

Integrin clustering plays a pivotal role in a host of cell functions. Hetero-dimeric integrin adhesion receptors regulate cell migration, survival, and differentiation by communicating signals bidirectionally across the plasma membrane. Thus far, crystallographic structures of integrin components are solved only separately, and for some integrin types. Also, the sequence of interactions that leads to signal transduction remains ambiguous. Particularly, it remains controversial whether the homo-dimerization of integrin transmembrane domains occurs following the integrin activation (i.e. when integrin ectodomain is stretched out) or if it regulates integrin clustering. This study employs molecular dynamics modeling approaches to address these questions in molecular details and sheds light on the crucial effect of the plasma membrane. Conducting a normal mode analysis of the intact αllbß3 integrin, it is demonstrated that the ectodomain and transmembrane-cytoplasmic domains are connected via a membrane-proximal hinge region, thus merely transmembrane-cytoplasmic domains are modeled. By measuring the free energy change and force required to form integrin homo-oligomers, this study suggests that the ß-subunit homo-oligomerization potentially regulates integrin clustering, as opposed to α-subunit, which appears to be a poor regulator for the clustering process. If α-subunits are to regulate the clustering they should overcome a high-energy barrier formed by a stable lipid pack around them. Finally, an outside-in activation-clustering scenario is speculated, explaining how further loading the already-active integrin affects its homo-oligomerization so that focal adhesions grow in size.


Subject(s)
Cell Membrane/chemistry , Cell Membrane/metabolism , Integrins/chemistry , Integrins/metabolism , Lipid Bilayers/chemistry , Lipid Bilayers/metabolism , Animals , CHO Cells , Cricetinae , Cricetulus , Humans , Molecular Dynamics Simulation , Protein Multimerization , Protein Structure, Tertiary
8.
PLoS One ; 6(10): e25627, 2011.
Article in English | MEDLINE | ID: mdl-21998675

ABSTRACT

Quantitative description of cell mechanics has challenged biological scientists for the past two decades. Various structural models have been attempted to analyze the structure of the cytoskeleton. One important aspect that has been largely ignored in all these modeling approaches is related to the flexural and buckling behavior of microtubular filaments. The objective of this paper is to explore the influence of this flexural and buckling behavior in cytoskeletal mechanics.In vitro the microtubules are observed to buckle in the first mode, reminiscent of a free, simply-supported beam. In vivo images of microtubules, however, indicate that the buckling mostly occurs in higher modes. This buckling mode switch takes place mostly because of the lateral support of microtubules via their connections to actin and intermediate filaments. These lateral loads are exerted throughout the microtubule length and yield a considerable bending behavior that, unless properly accounted for, would produce erroneous results in the modeling and analysis of the cytoskeletal mechanics.One of the promising attempts towards mechanical modeling of the cytoskeleton is the tensegrity model, which simplifies the complex network of cytoskeletal filaments into a combination merely of tension-bearing actin filaments and compression-bearing microtubules. Interestingly, this discrete model can qualitatively explain many experimental observations in cell mechanics. However, evidence suggests that the simplicity of this model may undermine the accuracy of its predictions, given the model's underlying assumption that "every single member bears solely either tensile or compressive behavior," i.e. neglecting the flexural behavior of the microtubule filaments. We invoke an anisotropic continuum model for microtubules and compare the bending energy stored in a single microtubule with its axial strain energy at the verge of buckling. Our results suggest that the bending energy can exceed the axial energy of microtubules by 40 folds. A modification to tensegrity model is, therefore, proved necessary in order to take into account the flexural response of microtubules. The concept of "bendo-tensegrity" is proposed as a modification to contemporary cytoskeletal tensegrity models.


Subject(s)
Mechanical Phenomena , Microtubules/metabolism , Biomechanical Phenomena , Models, Molecular , Molecular Conformation , Stress, Mechanical
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