1
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Keller CR, Martinez SR, Keltz A, Chen M, Li W. Lactate Oxidase Disrupts Lactate-Activated RAS and PI3K Oncogenic Signaling. Cancers (Basel) 2024; 16:2817. [PMID: 39199589 PMCID: PMC11353192 DOI: 10.3390/cancers16162817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Revised: 07/31/2024] [Accepted: 08/07/2024] [Indexed: 09/01/2024] Open
Abstract
LOX was recently shown to inhibit cancer cell proliferation and tumor growth. The mechanism of this inhibition, however, has been exclusively attributed to LOX depletion of TME lactate, a cancer cell energy source, and production of H2O2, an oxidative stressor. We report that TME lactate triggers the assembly of the lactate receptor hydroxycarboxylic acid receptor 1 (HCAR1)-associated protein complex, which includes GRB2, SOS1, KRAS, GAB1, and PI3K, for the activation of both the RAS and the PI3K oncogenic signaling pathways in breast cancer (BCa) cells. LOX treatment decreased the levels of the proteins in the protein complex via induction of their proteasomal degradation. In addition, LOX inhibited lactate-stimulated expression of the lactate transporters MCT1 and MCT4. Our data suggest that HCAR1 activation by lactate is crucial for the assembly and function of the RAS and PI3K signaling nexus. Shutting down lactate signaling by disrupting this nexus could be detrimental to cancer cells. HCAR1 is therefore a promising target for the control of the RAS and the PI3K signaling required for BCa progression. Thus, our study provides insights into lactate signaling regulation of cancer progression and extends our understanding of LOX's functional mechanisms that are fundamental for exploring its therapeutic potential.
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Affiliation(s)
- Chandler R. Keller
- Department of Translational Medicine and Physiology, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA 99202, USA
| | - Steve R. Martinez
- Department of Surgery, The Everett Clinic, Part of Optum, Everett, WA 98201, USA
- Providence Regional Cancer Partnership, Providence Regional Medical Center, Everett, WA 98201, USA
- Department of Medical Education and Clinical Sciences, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA 99202, USA
| | - Alexys Keltz
- Department of Translational Medicine and Physiology, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA 99202, USA
- Eastern Washington University, Cheney, WA 99004, USA
| | - Michelle Chen
- Department of Translational Medicine and Physiology, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA 99202, USA
- Ferris High School, Spokane, WA 99223, USA
| | - Weimin Li
- Department of Translational Medicine and Physiology, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA 99202, USA
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2
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Riaud M, Maxwell J, Soria-Bretones I, Dankner M, Li M, Rose AAN. The role of CRAF in cancer progression: from molecular mechanisms to precision therapies. Nat Rev Cancer 2024; 24:105-122. [PMID: 38195917 DOI: 10.1038/s41568-023-00650-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/27/2023] [Indexed: 01/11/2024]
Abstract
The RAF family of kinases includes key activators of the pro-tumourigenic mitogen-activated protein kinase pathway. Hyperactivation of RAF proteins, particularly BRAF and CRAF, drives tumour progression and drug resistance in many types of cancer. Although BRAF is the most studied RAF protein, partially owing to its high mutation incidence in melanoma, the role of CRAF in tumourigenesis and drug resistance is becoming increasingly clinically relevant. Here, we summarize the main known regulatory mechanisms and gene alterations that contribute to CRAF activity, highlighting the different oncogenic roles of CRAF, and categorize RAF1 (CRAF) mutations according to the effect on kinase activity. Additionally, we emphasize the effect that CRAF alterations may have on drug resistance and how precision therapies could effectively target CRAF-dependent tumours. Here, we discuss preclinical and clinical findings that may lead to improved treatments for all types of oncogenic RAF1 alterations in cancer.
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Affiliation(s)
- Melody Riaud
- Gerald Bronfman Department of Oncology, McGill University, Montreal, Quebec, Canada
- Lady Davis Institute, Jewish General Hospital, Montreal, Quebec, Canada
| | - Jennifer Maxwell
- Lady Davis Institute, Jewish General Hospital, Montreal, Quebec, Canada
- Division of Experimental Medicine, Faculty of Medicine, McGill University, Montreal, Quebec, Canada
| | - Isabel Soria-Bretones
- Gerald Bronfman Department of Oncology, McGill University, Montreal, Quebec, Canada
- Lady Davis Institute, Jewish General Hospital, Montreal, Quebec, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Matthew Dankner
- Lady Davis Institute, Jewish General Hospital, Montreal, Quebec, Canada
- Faculty of Medicine, McGill University, Montreal, Quebec, Canada
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
| | - Meredith Li
- Gerald Bronfman Department of Oncology, McGill University, Montreal, Quebec, Canada
| | - April A N Rose
- Gerald Bronfman Department of Oncology, McGill University, Montreal, Quebec, Canada.
- Lady Davis Institute, Jewish General Hospital, Montreal, Quebec, Canada.
- Division of Experimental Medicine, Faculty of Medicine, McGill University, Montreal, Quebec, Canada.
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3
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Exploring the effect of tethered domains on the folding of Grb2 protein. Arch Biochem Biophys 2022; 731:109444. [DOI: 10.1016/j.abb.2022.109444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Revised: 09/27/2022] [Accepted: 10/14/2022] [Indexed: 11/17/2022]
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4
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DiRusso CJ, Dashtiahangar M, Gilmore TD. Scaffold proteins as dynamic integrators of biological processes. J Biol Chem 2022; 298:102628. [PMID: 36273588 PMCID: PMC9672449 DOI: 10.1016/j.jbc.2022.102628] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 10/14/2022] [Accepted: 10/15/2022] [Indexed: 11/15/2022] Open
Abstract
Scaffold proteins act as molecular hubs for the docking of multiple proteins to organize efficient functional units for signaling cascades. Over 300 human proteins have been characterized as scaffolds, acting in a variety of signaling pathways. While the term scaffold implies a static, supportive platform, it is now clear that scaffolds are not simply inert docking stations but can undergo conformational changes that affect their dependent signaling pathways. In this review, we catalog scaffold proteins that have been shown to undergo actionable conformational changes, with a focus on the role that conformational change plays in the activity of the classic yeast scaffold STE5, as well as three human scaffold proteins (KSR, NEMO, SHANK3) that are integral to well-known signaling pathways (RAS, NF-κB, postsynaptic density). We also discuss scaffold protein conformational changes vis-à-vis liquid-liquid phase separation. Changes in scaffold structure have also been implicated in human disease, and we discuss how aberrant conformational changes may be involved in disease-related dysregulation of scaffold and signaling functions. Finally, we discuss how understanding these conformational dynamics will provide insight into the flexibility of signaling cascades and may enhance our ability to treat scaffold-associated diseases.
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5
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Bondos SE, Dunker AK, Uversky VN. Intrinsically disordered proteins play diverse roles in cell signaling. Cell Commun Signal 2022; 20:20. [PMID: 35177069 PMCID: PMC8851865 DOI: 10.1186/s12964-022-00821-7] [Citation(s) in RCA: 67] [Impact Index Per Article: 33.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Accepted: 12/11/2021] [Indexed: 11/29/2022] Open
Abstract
Signaling pathways allow cells to detect and respond to a wide variety of chemical (e.g. Ca2+ or chemokine proteins) and physical stimuli (e.g., sheer stress, light). Together, these pathways form an extensive communication network that regulates basic cell activities and coordinates the function of multiple cells or tissues. The process of cell signaling imposes many demands on the proteins that comprise these pathways, including the abilities to form active and inactive states, and to engage in multiple protein interactions. Furthermore, successful signaling often requires amplifying the signal, regulating or tuning the response to the signal, combining information sourced from multiple pathways, all while ensuring fidelity of the process. This sensitivity, adaptability, and tunability are possible, in part, due to the inclusion of intrinsically disordered regions in many proteins involved in cell signaling. The goal of this collection is to highlight the many roles of intrinsic disorder in cell signaling. Following an overview of resources that can be used to study intrinsically disordered proteins, this review highlights the critical role of intrinsically disordered proteins for signaling in widely diverse organisms (animals, plants, bacteria, fungi), in every category of cell signaling pathway (autocrine, juxtacrine, intracrine, paracrine, and endocrine) and at each stage (ligand, receptor, transducer, effector, terminator) in the cell signaling process. Thus, a cell signaling pathway cannot be fully described without understanding how intrinsically disordered protein regions contribute to its function. The ubiquitous presence of intrinsic disorder in different stages of diverse cell signaling pathways suggest that more mechanisms by which disorder modulates intra- and inter-cell signals remain to be discovered.
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Affiliation(s)
- Sarah E. Bondos
- Department of Molecular and Cellular Medicine, Texas A&M Health Science Center, College Station, TX 77843 USA
| | - A. Keith Dunker
- Center for Computational Biology and Bioinformatics, Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN 46202 USA
| | - Vladimir N. Uversky
- Department of Molecular Medicine and USF Health Byrd Alzheimer’s Research Institute, Morsani College of Medicine, University of South Florida, Tampa, FL 33612 USA
- Institute for Biological Instrumentation of the Russian Academy of Sciences, Federal Research Center “Pushchino Scientific Center for Biological Research of the Russian Academy of Sciences”, Pushchino, Moscow Region, Russia 142290
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6
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Kazemein Jasemi NS, Reza Ahmadian M. Allosteric regulation of GRB2 modulates RAS activation. Small GTPases 2022; 13:282-286. [PMID: 35703160 DOI: 10.1080/21541248.2022.2089001] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
Abstract
RAS activation is a multiple-step process in which linkage of the extracellular stimuli to the RAS activator SOS1 is the main step in RAS activation. GRB2 adaptor protein is the main modulator in SOS1 recruitment to the plasma membrane and its activation. This interaction is well studied but the exact mechanism of GRB2-SOS1 complex formation and SOS1 activation has yet remained obscure. Here, a new allosteric mechanism for the GRB2 regulation is described as a prerequisite for the modulation of SOS1 activation. This regulatory mechanism comprises a series of intramolecular interactions which are potentiated by GRB2 interaction with upstream ligands.Abbreviations: GRB2, growth factor receptor-bound protein 2; SOS1, son of sevenless 1; RAS, Rat Sarcoma; GEF, guanine nucleotide exchange factor; GAP, GTPase-activating protein; HER2, human epidermal growth factor receptor; SH3, SRC Homology 3; SH2, SRC Homology 2; PRD, proline-rich domain; PRM, proline-rich motif; PRP, proline-rich peptide; RTK, receptor tyrosine kinases.
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Affiliation(s)
- Neda S Kazemein Jasemi
- Institute of Biochemistry and Molecular Biology II, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Universitaetsstrasse 1, Building 22.03, 40255 Düsseldorf, Germany
| | - Mohammad Reza Ahmadian
- Institute of Biochemistry and Molecular Biology II, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Universitaetsstrasse 1, Building 22.03, 40255 Düsseldorf, Germany
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7
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Hager R, Müller U, Ollinger N, Weghuber J, Lanzerstorfer P. Subcellular Dynamic Immunopatterning of Cytosolic Protein Complexes on Microstructured Polymer Substrates. ACS Sens 2021; 6:4076-4088. [PMID: 34652152 PMCID: PMC8630788 DOI: 10.1021/acssensors.1c01574] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
![]()
Analysis of protein–protein
interactions in living cells
by protein micropatterning is currently limited to the spatial arrangement
of transmembrane proteins and their corresponding downstream molecules.
Here, we present a robust and straightforward method for dynamic immunopatterning
of cytosolic protein complexes by use of an artificial transmembrane
bait construct in combination with microstructured antibody arrays
on cyclic olefin polymer substrates. As a proof, the method was used
to characterize Grb2-mediated signaling pathways downstream of the
epidermal growth factor receptor (EGFR). Ternary protein complexes
(Shc1:Grb2:SOS1 and Grb2:Gab1:PI3K) were identified, and we found
that EGFR downstream signaling is based on constitutively bound (Grb2:SOS1
and Grb2:Gab1) as well as on agonist-dependent protein associations
with transient interaction properties (Grb2:Shc1 and Grb2:PI3K). Spatiotemporal
analysis further revealed significant differences in stability and
exchange kinetics of protein interactions. Furthermore, we could show
that this approach is well suited to study the efficacy and specificity
of SH2 and SH3 protein domain inhibitors in a live cell context. Altogether,
this method represents a significant enhancement of quantitative subcellular
micropatterning approaches as an alternative to standard biochemical
analyses.
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Affiliation(s)
- Roland Hager
- University of Applied Sciences Upper Austria, School of Engineering, 4600 Wels, Austria
| | - Ulrike Müller
- University of Applied Sciences Upper Austria, School of Engineering, 4600 Wels, Austria
| | - Nicole Ollinger
- Austrian Competence Centre for Feed and Food Quality, Safety & Innovation, Head Office: FFoQSI GmbH, Technopark 1C, 3430 Tulln, Austria
| | - Julian Weghuber
- University of Applied Sciences Upper Austria, School of Engineering, 4600 Wels, Austria
- Austrian Competence Centre for Feed and Food Quality, Safety & Innovation, Head Office: FFoQSI GmbH, Technopark 1C, 3430 Tulln, Austria
| | - Peter Lanzerstorfer
- University of Applied Sciences Upper Austria, School of Engineering, 4600 Wels, Austria
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8
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The intramolecular allostery of GRB2 governing its interaction with SOS1 is modulated by phosphotyrosine ligands. Biochem J 2021; 478:2793-2809. [PMID: 34232285 DOI: 10.1042/bcj20210105] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 07/01/2021] [Accepted: 07/07/2021] [Indexed: 02/04/2023]
Abstract
Growth factor receptor-bound protein 2 (GRB2) is a trivalent adaptor protein and a key element in signal transduction. It interacts via its flanking nSH3 and cSH3 domains with the proline-rich domain (PRD) of the RAS activator SOS1 and via its central SH2 domain with phosphorylated tyrosine residues of receptor tyrosine kinases (RTKs; e.g. HER2). The elucidation of structural organization and mechanistic insights into GRB2 interactions, however, remain challenging due to their inherent flexibility. This study represents an important advance in our mechanistic understanding of how GRB2 links RTKs to SOS1. Accordingly, it can be proposed that (1) HER2 pYP-bound SH2 potentiates GRB2 SH3 domain interactions with SOS1 (an allosteric mechanism); (2) the SH2 domain blocks cSH3, enabling nSH3 to bind SOS1 first before cSH3 follows (an avidity-based mechanism); and (3) the allosteric behavior of cSH3 to other domains appears to be unidirectional, although there is an allosteric effect between the SH2 and SH3 domains.
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9
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Stadmiller SS, Aguilar JS, Waudby CA, Pielak GJ. Rapid Quantification of Protein-Ligand Binding via 19F NMR Lineshape Analysis. Biophys J 2020; 118:2537-2548. [PMID: 32348722 PMCID: PMC7231920 DOI: 10.1016/j.bpj.2020.03.031] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Accepted: 03/19/2020] [Indexed: 12/14/2022] Open
Abstract
Fluorine incorporation is ideally suited to many NMR techniques, and incorporation of fluorine into proteins and fragment libraries for drug discovery has become increasingly common. Here, we use one-dimensional 19F NMR lineshape analysis to quantify the kinetics and equilibrium thermodynamics for the binding of a fluorine-labeled Src homology 3 (SH3) protein domain to four proline-rich peptides. SH3 domains are one of the largest and most well-characterized families of protein recognition domains and have a multitude of functions in eukaryotic cell signaling. First, we showe that fluorine incorporation into SH3 causes only minor structural changes to both the free and bound states using amide proton temperature coefficients. We then compare the results from lineshape analysis of one-dimensional 19F spectra to those from two-dimensional 1H-15N heteronuclear single quantum coherence spectra. Their agreement demonstrates that one-dimensional 19F lineshape analysis is a robust, low-cost, and fast alternative to traditional heteronuclear single quantum coherence-based experiments. The data show that binding is diffusion limited and indicate that the transition state is highly similar to the free state. We also measured binding as a function of temperature. At equilibrium, binding is enthalpically driven and arises from a highly positive activation enthalpy for association with small entropic contributions. Our results agree with those from studies using different techniques, providing additional evidence for the utility of 19F NMR lineshape analysis, and we anticipate that this analysis will be an effective tool for rapidly characterizing the energetics of protein interactions.
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Affiliation(s)
| | - Jhoan S Aguilar
- Department of Chemistry, University of North Carolina, Chapel Hill, North Carolina
| | - Christopher A Waudby
- Department of Structural and Molecular Biology, University College London, London, United Kingdom
| | - Gary J Pielak
- Department of Chemistry, University of North Carolina, Chapel Hill, North Carolina; Department of Biochemistry and Biophysics, University of North Carolina, Chapel Hill, North Carolina; Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina; Integrative Program for Biological and Genome Sciences, University of North Carolina, Chapel Hill, North Carolina.
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10
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Jansen JM, Wartchow C, Jahnke W, Fong S, Tsang T, Pfister K, Zavorotinskaya T, Bussiere D, Cheng JM, Crawford K, Dai Y, Dove J, Fang E, Feng Y, Florent JM, Fuller J, Gossert AD, Hekmat-Nejad M, Henry C, Klopp J, Lenahan WP, Lingel A, Ma S, Meyer A, Mishina Y, Narberes J, Pardee G, Ramurthy S, Rieffel S, Stuart D, Subramanian S, Tandeske L, Widger S, Widmer A, Winterhalter A, Zaror I, Hardy S. Inhibition of prenylated KRAS in a lipid environment. PLoS One 2017; 12:e0174706. [PMID: 28384226 PMCID: PMC5383040 DOI: 10.1371/journal.pone.0174706] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2016] [Accepted: 03/14/2017] [Indexed: 12/30/2022] Open
Abstract
RAS mutations lead to a constitutively active oncogenic protein that signals through multiple effector pathways. In this chemical biology study, we describe a novel coupled biochemical assay that measures activation of the effector BRAF by prenylated KRASG12V in a lipid-dependent manner. Using this assay, we discovered compounds that block biochemical and cellular functions of KRASG12V with low single-digit micromolar potency. We characterized the structural basis for inhibition using NMR methods and showed that the compounds stabilized the inactive conformation of KRASG12V. Determination of the biophysical affinity of binding using biolayer interferometry demonstrated that the potency of inhibition matches the affinity of binding only when KRAS is in its native state, namely post-translationally modified and in a lipid environment. The assays we describe here provide a first-time alignment across biochemical, biophysical, and cellular KRAS assays through incorporation of key physiological factors regulating RAS biology, namely a negatively charged lipid environment and prenylation, into the in vitro assays. These assays and the ligands we discovered are valuable tools for further study of KRAS inhibition and drug discovery.
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Affiliation(s)
- Johanna M. Jansen
- Department of Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
- * E-mail:
| | - Charles Wartchow
- Department of Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Wolfgang Jahnke
- Center for Proteomic Chemistry, Novartis Institutes for BioMedical Research, Basel, Switzerland
| | - Susan Fong
- Department of Oncology, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Tiffany Tsang
- Department of Oncology, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Keith Pfister
- Department of Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Tatiana Zavorotinskaya
- Department of Oncology, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Dirksen Bussiere
- Department of Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Jan Marie Cheng
- Department of Oncology, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Kenneth Crawford
- Department of Oncology, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Yumin Dai
- Department of Oncology, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Jeffrey Dove
- Department of Oncology, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Eric Fang
- Department of Oncology, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Yun Feng
- Department of Oncology, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts, United States of America
| | - Jean-Michel Florent
- Center for Proteomic Chemistry, Novartis Institutes for BioMedical Research, Basel, Switzerland
| | - John Fuller
- Department of Oncology, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Alvar D. Gossert
- Center for Proteomic Chemistry, Novartis Institutes for BioMedical Research, Basel, Switzerland
| | - Mohammad Hekmat-Nejad
- Department of Oncology, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Chrystèle Henry
- Center for Proteomic Chemistry, Novartis Institutes for BioMedical Research, Basel, Switzerland
| | - Julia Klopp
- Center for Proteomic Chemistry, Novartis Institutes for BioMedical Research, Basel, Switzerland
| | - William P. Lenahan
- Department of Oncology, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Andreas Lingel
- Department of Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Sylvia Ma
- Department of Oncology, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Arndt Meyer
- Department of Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Yuji Mishina
- Department of Oncology, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts, United States of America
| | - Jamie Narberes
- Department of Oncology, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Gwynn Pardee
- Department of Oncology, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Savithri Ramurthy
- Department of Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Sebastien Rieffel
- Center for Proteomic Chemistry, Novartis Institutes for BioMedical Research, Basel, Switzerland
| | - Darrin Stuart
- Department of Oncology, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts, United States of America
| | - Sharadha Subramanian
- Department of Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Laura Tandeske
- Department of Oncology, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Stephania Widger
- Department of Oncology, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Armin Widmer
- Center for Proteomic Chemistry, Novartis Institutes for BioMedical Research, Basel, Switzerland
| | - Aurelie Winterhalter
- Center for Proteomic Chemistry, Novartis Institutes for BioMedical Research, Basel, Switzerland
| | - Isabel Zaror
- Department of Oncology, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - Stephen Hardy
- Department of Oncology, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
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11
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Baksi S, Bagh S, Sarkar S, Mukhopadhyay D. Systemic study of a natural feedback loop in Huntington's disease at the onset of neurodegeneration. Biosystems 2016; 150:46-51. [PMID: 27587340 DOI: 10.1016/j.biosystems.2016.08.012] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2016] [Revised: 08/09/2016] [Accepted: 08/28/2016] [Indexed: 10/21/2022]
Abstract
Aggregation prone Huntingtin (Htt) protein and its aberrations, causing protein misfolding, have been the prototype of intense research for several decades. Misfolded aggregates or oligomers of different sizes not only deregulate the homeostasis, cellular machinery also counterbalances the effects at least at the initial stages, till the balance tilts towards toxicity and degeneration. In this paper, we combine experimental approaches with system based computational modeling to decipher the molecular mechanisms as well as the hidden dynamics leading to neuronal death in HD. We built an abstracted Boolean gate based electronic circuit that captured the available knowledge and experimental data. We inferred the unknown parameters by simultaneously fitting experimental data generated in both control and perturbed conditions. We demonstrate that, at the initial stages of Htt aggregate formation, individual changes in different protein levels and their interactions in cascade constitute the Grb2-pERK-Foxd3 feedback loop that is sufficient to create Hill-like sensitivity and prevent aggregation to the extent till mutant Htt (mHtt) aggregates become predominant in the cell when they spatially isolate the homeostatic reaction mechanism.
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Affiliation(s)
- Shounak Baksi
- Biophysics & Structural Genomics Division, Saha Institute of Nuclear Physics, Kolkata 700064, India
| | - Sangram Bagh
- Biophysics & Structural Genomics Division, Saha Institute of Nuclear Physics, Kolkata 700064, India
| | - Sandip Sarkar
- Applied Nuclear Physics Division, Saha Institute of Nuclear Physics, Kolkata 700064, India
| | - Debashis Mukhopadhyay
- Biophysics & Structural Genomics Division, Saha Institute of Nuclear Physics, Kolkata 700064, India.
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12
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Krieger JM, Fusco G, Lewitzky M, Simister PC, Marchant J, Camilloni C, Feller SM, De Simone A. Conformational recognition of an intrinsically disordered protein. Biophys J 2014; 106:1771-9. [PMID: 24739176 DOI: 10.1016/j.bpj.2014.03.004] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2014] [Revised: 03/02/2014] [Accepted: 03/06/2014] [Indexed: 10/25/2022] Open
Abstract
There is a growing interest in understanding the properties of intrinsically disordered proteins (IDPs); however, the characterization of these states remains an open challenge. IDPs appear to have functional roles that diverge from those of folded proteins and revolve around their ability to act as hubs for protein-protein interactions. To gain a better understanding of the modes of binding of IDPs, we combined statistical mechanics, calorimetry, and NMR spectroscopy to investigate the recognition and binding of a fragment from the disordered protein Gab2 by the growth factor receptor-bound protein 2 (Grb2), a key interaction for normal cell signaling and cancer development. Structural ensemble refinement by NMR chemical shifts, thermodynamics measurements, and analysis of point mutations indicated that the population of preexisting bound conformations in the free-state ensemble of Gab2 is an essential determinant for recognition and binding by Grb2. A key role was found for transient polyproline II (PPII) structures and extended conformations. Our findings are likely to have very general implications for the biological behavior of IDPs in light of the evidence that a large fraction of these proteins possess a specific propensity to form PPII and to adopt conformations that are more extended than the typical random-coil states.
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Affiliation(s)
- James M Krieger
- Department of Life Sciences, Imperial College London, London, UK
| | - Giuliana Fusco
- Department of Chemistry, University of Cambridge, Cambridge, UK
| | - Marc Lewitzky
- Department of Oncology, University of Oxford, Oxford, UK; Institute of Molecular Medicine, Martin Luther University Halle-Wittenberg, Halle, Germany
| | | | - Jan Marchant
- Department of Life Sciences, Imperial College London, London, UK
| | - Carlo Camilloni
- Department of Chemistry, University of Cambridge, Cambridge, UK
| | - Stephan M Feller
- Department of Oncology, University of Oxford, Oxford, UK; Institute of Molecular Medicine, Martin Luther University Halle-Wittenberg, Halle, Germany
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Baksi S, Basu S, Mukhopadhyay D. Mutant huntingtin replaces Gab1 and interacts with C-terminal SH3 domain of growth factor receptor binding protein 2 (Grb2). Neurosci Res 2014; 87:77-83. [DOI: 10.1016/j.neures.2014.06.009] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2014] [Revised: 06/18/2014] [Accepted: 06/25/2014] [Indexed: 10/25/2022]
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Chylek LA, Harris LA, Tung CS, Faeder JR, Lopez CF, Hlavacek WS. Rule-based modeling: a computational approach for studying biomolecular site dynamics in cell signaling systems. WILEY INTERDISCIPLINARY REVIEWS. SYSTEMS BIOLOGY AND MEDICINE 2014; 6:13-36. [PMID: 24123887 PMCID: PMC3947470 DOI: 10.1002/wsbm.1245] [Citation(s) in RCA: 71] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2013] [Revised: 08/20/2013] [Accepted: 08/21/2013] [Indexed: 01/04/2023]
Abstract
Rule-based modeling was developed to address the limitations of traditional approaches for modeling chemical kinetics in cell signaling systems. These systems consist of multiple interacting biomolecules (e.g., proteins), which themselves consist of multiple parts (e.g., domains, linear motifs, and sites of phosphorylation). Consequently, biomolecules that mediate information processing generally have the potential to interact in multiple ways, with the number of possible complexes and posttranslational modification states tending to grow exponentially with the number of binary interactions considered. As a result, only large reaction networks capture all possible consequences of the molecular interactions that occur in a cell signaling system, which is problematic because traditional modeling approaches for chemical kinetics (e.g., ordinary differential equations) require explicit network specification. This problem is circumvented through representation of interactions in terms of local rules. With this approach, network specification is implicit and model specification is concise. Concise representation results in a coarse graining of chemical kinetics, which is introduced because all reactions implied by a rule inherit the rate law associated with that rule. Coarse graining can be appropriate if interactions are modular, and the coarseness of a model can be adjusted as needed. Rules can be specified using specialized model-specification languages, and recently developed tools designed for specification of rule-based models allow one to leverage powerful software engineering capabilities. A rule-based model comprises a set of rules, which can be processed by general-purpose simulation and analysis tools to achieve different objectives (e.g., to perform either a deterministic or stochastic simulation).
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Affiliation(s)
- Lily A. Chylek
- Department of Chemistry and Chemical Biology, Cornell University, Ithaca, New York 14853, USA
| | - Leonard A. Harris
- Department of Computational and Systems Biology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania 15260, USA
| | - Chang-Shung Tung
- Theoretical Division, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA
| | - James R. Faeder
- Department of Computational and Systems Biology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania 15260, USA
| | - Carlos F. Lopez
- Department of Cancer Biology and Center for Quantitative Sciences, Vanderbilt University School of Medicine, Nashville, Tennessee 37212, USA
| | - William S. Hlavacek
- Theoretical Division and Center for Nonlinear Studies, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA
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McDonald CB, El Hokayem J, Zafar N, Balke JE, Bhat V, Mikles DC, Deegan BJ, Seldeen KL, Farooq A. Allostery mediates ligand binding to Grb2 adaptor in a mutually exclusive manner. J Mol Recognit 2013; 26:92-103. [PMID: 23334917 DOI: 10.1002/jmr.2256] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2012] [Revised: 10/01/2012] [Accepted: 11/12/2012] [Indexed: 01/10/2023]
Abstract
Allostery plays a key role in dictating the stoichiometry and thermodynamics of multi-protein complexes driving a plethora of cellular processes central to health and disease. Herein, using various biophysical tools, we demonstrate that although Sos1 nucleotide exchange factor and Gab1 docking protein recognize two non-overlapping sites within the Grb2 adaptor, allostery promotes the formation of two distinct pools of Grb2-Sos1 and Grb2-Gab1 binary signaling complexes in concert in lieu of a composite Sos1-Grb2-Gab1 ternary complex. Of particular interest is the observation that the binding of Sos1 to the nSH3 domain within Grb2 sterically blocks the binding of Gab1 to the cSH3 domain and vice versa in a mutually exclusive manner. Importantly, the formation of both the Grb2-Sos1 and Grb2-Gab1 binary complexes is governed by a stoichiometry of 2:1, whereby the respective SH3 domains within Grb2 homodimer bind to Sos1 and Gab1 via multivalent interactions. Collectively, our study sheds new light on the role of allostery in mediating cellular signaling machinery.
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Affiliation(s)
- Caleb B McDonald
- Department of Biochemistry and Molecular Biology, Leonard Miller School of Medicine, University of Miami, Miami, FL 33136, USA
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16
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Annenkov A. Receptor tyrosine kinase (RTK) signalling in the control of neural stem and progenitor cell (NSPC) development. Mol Neurobiol 2013; 49:440-71. [PMID: 23982746 DOI: 10.1007/s12035-013-8532-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2013] [Accepted: 08/09/2013] [Indexed: 01/04/2023]
Abstract
Important developmental responses are elicited in neural stem and progenitor cells (NSPC) by activation of the receptor tyrosine kinases (RTK), including the fibroblast growth factor receptors, epidermal growth factor receptor, platelet-derived growth factor receptors and insulin-like growth factor receptor (IGF1R). Signalling through these RTK is necessary and sufficient for driving a number of developmental processes in the central nervous system. Within each of the four RTK families discussed here, receptors are activated by sets of ligands that do not cross-activate receptors of the other three families, and therefore, their activation can be independently regulated by ligand availability. These RTK pathways converge on a conserved core of signalling molecules, but differences between the receptors in utilisation of signalling molecules and molecular adaptors for intracellular signal propagation become increasingly apparent. Intracellular inhibitors of RTK signalling are widely involved in the regulation of developmental signalling in NSPC and often determine developmental outcomes of RTK activation. In addition, cellular responses of NSPC to the activation of a given RTK may be significantly modulated by signal strength. Cellular propensity to respond also plays a role in developmental outcomes of RTK signalling. In combination, these mechanisms regulate the balance between NSPC maintenance and differentiation during development and in adulthood. Attribution of particular developmental responses of NSPC to specific pathways of RTK signalling becomes increasingly elucidated. Co-activation of several RTK in developing NSPC is common, and analysis of co-operation between their signalling pathways may advance knowledge of RTK role in NSPC development.
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Affiliation(s)
- Alexander Annenkov
- Bone and Joint Research Unit, William Harvey Research Institute, Bart's and The London School of Medicine, Queen Mary University of London, Charterhouse Square, London, EC1M 6BQ, UK,
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17
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de Mol NJ, Kruijtzer JA, Moret EE, Broutin I, Liskamp RM. Unusual binding of Grb2 protein to a bivalent polyproline-ligand immobilized on a SPR sensor: Intermolecular bivalent binding. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2013; 1834:524-35. [DOI: 10.1016/j.bbapap.2012.11.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2012] [Revised: 10/22/2012] [Accepted: 11/05/2012] [Indexed: 10/27/2022]
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18
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McDonald CB, Bhat V, Mikles DC, Deegan BJ, Seldeen KL, Farooq A. Bivalent binding drives the formation of the Grb2-Gab1 signaling complex in a noncooperative manner. FEBS J 2012; 279:2156-73. [PMID: 22536782 DOI: 10.1111/j.1742-4658.2012.08600.x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Although the growth factor receptor binder 2 (Grb2)-Grb2-associated binder (Gab)1 macromolecular complex mediates a multitude of cellular signaling cascades, the molecular basis of its assembly has hitherto remained largely elusive. Herein, using an array of biophysical techniques, we show that, whereas Grb2 exists in a monomer-dimer equilibrium, the proline-rich (PR) domain of Gab1 is a monomer in solution. Of particular interest is the observation that although the PR domain appears to be structurally disordered, it nonetheless adopts a more or less compact conformation reminiscent of natively folded globular proteins. Importantly, the structurally flexible conformation of the PR domain appears to facilitate the binding of Gab1 to Grb2 with a 1:2 stoichiometry. More specifically, the formation of the Grb2-Gab1 signaling complex is driven via a bivalent interaction through the binding of the C-terminal homology 3 (cSH3) domain within each monomer of Grb2 homodimer to two distinct RXXK motifs, herein designated G1 and G2, located within the PR domain of Gab1. Strikingly, in spite of the key role of bivalency in driving this macromolecular assembly, the cSH3 domains bind to the G1 and G2 motifs in an independent manner with zero cooperativity. Taken together, our findings shed new light on the physicochemical forces driving the assembly of a key macromolecular signaling complex that is relevant to cellular health and disease.
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Affiliation(s)
- Caleb B McDonald
- Department of Biochemistry & Molecular Biology and the USylvester Braman Family Breast Cancer Institute, Leonard Miller School of Medicine, University of Miami, FL 33136, USA
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Ghai R, Falconer RJ, Collins BM. Applications of isothermal titration calorimetry in pure and applied research--survey of the literature from 2010. J Mol Recognit 2012; 25:32-52. [PMID: 22213449 DOI: 10.1002/jmr.1167] [Citation(s) in RCA: 117] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Isothermal titration calorimetry (ITC) is a biophysical technique for measuring the formation and dissociation of molecular complexes and has become an invaluable tool in many branches of science from cell biology to food chemistry. By measuring the heat absorbed or released during bond formation, ITC provides accurate, rapid, and label-free measurement of the thermodynamics of molecular interactions. In this review, we survey the recent literature reporting the use of ITC and have highlighted a number of interesting studies that provide a flavour of the diverse systems to which ITC can be applied. These include measurements of protein-protein and protein-membrane interactions required for macromolecular assembly, analysis of enzyme kinetics, experimental validation of molecular dynamics simulations, and even in manufacturing applications such as food science. Some highlights include studies of the biological complex formed by Staphylococcus aureus enterotoxin C3 and the murine T-cell receptor, the mechanism of membrane association of the Parkinson's disease-associated protein α-synuclein, and the role of non-specific tannin-protein interactions in the quality of different beverages. Recent developments in automation are overcoming limitations on throughput imposed by previous manual procedures and promise to greatly extend usefulness of ITC in the future. We also attempt to impart some practical advice for getting the most out of ITC data for those researchers less familiar with the method.
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Affiliation(s)
- Rajesh Ghai
- Institute for Molecular Bioscience (IMB), University of Queensland, St. Lucia, Queensland, 4072, Australia
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McDonald CB, Balke JE, Bhat V, Mikles DC, Deegan BJ, Seldeen KL, Farooq A. Multivalent binding and facilitated diffusion account for the formation of the Grb2-Sos1 signaling complex in a cooperative manner. Biochemistry 2012; 51:2122-35. [PMID: 22360309 DOI: 10.1021/bi3000534] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Despite its key role in driving cellular growth and proliferation through receptor tyrosine kinase (RTK) signaling, the Grb2-Sos1 macromolecular interaction remains poorly understood in mechanistic terms. Herein, using an array of biophysical methods, we provide evidence that although the Grb2 adaptor can potentially bind to all four PXψPXR motifs (designated herein S1-S4) located within the Sos1 guanine nucleotide exchange factor, the formation of the Grb2-Sos1 signaling complex occurs with a 2:1 stoichiometry. Strikingly, such bivalent binding appears to be driven by the association of the Grb2 homodimer to only two of four potential PXψPXR motifs within Sos1 at any one time. Of particular interest is the observation that of a possible six pairwise combinations in which S1-S4 motifs may act in concert for the docking of the Grb2 homodimer through bivalent binding, only S1 and S3, S1 and S4, S2 and S4, and S3 and S4 do so, while pairwise combinations of sites S1 and S2 and sites S2 and S3 appear to afford only monovalent binding. This salient observation implicates the role of local physical constraints in fine-tuning the conformational heterogeneity of the Grb2-Sos1 signaling complex. Importantly, the presence of multiple binding sites within Sos1 appears to provide a physical route for Grb2 to hop in a flip-flop manner from one site to the next through facilitated diffusion, and such rapid exchange forms the basis of positive cooperativity driving the bivalent binding of Grb2 to Sos1 with high affinity. Collectively, our study sheds new light on the assembly of a key macromolecular signaling complex central to cellular machinery in health and disease.
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Affiliation(s)
- Caleb B McDonald
- Department of Biochemistry and Molecular Biology and USylvester Braman Family Breast Cancer Institute, Leonard Miller School of Medicine, University of Miami, Miami, Florida 33136, United States
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