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Neißner K, Frohnapfel C, Keller H, Duchardt‐Ferner E, Schneider V, Kamjou Z, Averhoff B, Wöhnert J. NMR Solution Structure of the N-Terminal GSPII Domain from the Thermus Thermophilus Traffic ATPase PilF and Reconstruction of its c-di-GMP Binding Capability. Chembiochem 2025; 26:e202400959. [PMID: 39960869 PMCID: PMC12002112 DOI: 10.1002/cbic.202400959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2024] [Revised: 02/16/2025] [Indexed: 03/14/2025]
Abstract
The cyclic dinucleotide c-di-GMP is an important second messenger molecule in bacteria and interacts with a variety of receptor molecules including RNA and protein domains. An important class of c-di-GMP-binding protein domains are the general secretory pathway type II (GSPII) domains as exemplified by the N-terminal domain of the ATPase MshE from Vibrio cholerae (MshEN). MshEN binds monomeric c-di-GMP via two consecutive copies of a 24-residue sequence motif, which form a compact 4-α-helical bundle. The ATPase PilF from Thermus thermophilus regulates pilus formation, motility and DNA-uptake. Its N-terminal section contains three consecutive GSPII domains (GSPII-A-GSPII-C) all with considerable sequence homology to MshEN. While the GSPII-B and the GSPII-C domains bind c-di-GMP, the GSPII-A domain does not. To determine why it is incapable of c-di-GMP-binding we determined the NMR-solution structure of this domain. Our structure shows how small deviations in the consensus motif sequence, a stabilizing N-terminal helical capping motif and intersubdomain interactions absent in MshEN cooperate to prevent c-di-GMP-binding. By combining point mutations and truncations, we re-established the c-di-GMP binding capability. Our findings shed new light on the evolution and functional diversification of GSPII domains and the importance of sequence variations for protein activity in this domain family.
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Affiliation(s)
- Konstantin Neißner
- Center for Biomolecular Magnetic Resonance (BMRZ)Goethe-University Frankfurt/M.Max-von-Laue-Str. 960438FrankfurtGermany
- Institute for Molecular BiosciencesGoethe-University Frankfurt/MMax-von-Laue-Str. 960438FrankfurtGermany
| | - Carolin Frohnapfel
- Center for Biomolecular Magnetic Resonance (BMRZ)Goethe-University Frankfurt/M.Max-von-Laue-Str. 960438FrankfurtGermany
- Institute for Molecular BiosciencesGoethe-University Frankfurt/MMax-von-Laue-Str. 960438FrankfurtGermany
- Bruker Biospin GmbH &Co. KGRudolf-Plank-Str. 2376275EttlingenGermany
| | - Heiko Keller
- Center for Biomolecular Magnetic Resonance (BMRZ)Goethe-University Frankfurt/M.Max-von-Laue-Str. 960438FrankfurtGermany
- Institute for Molecular BiosciencesGoethe-University Frankfurt/MMax-von-Laue-Str. 960438FrankfurtGermany
| | - Elke Duchardt‐Ferner
- Center for Biomolecular Magnetic Resonance (BMRZ)Goethe-University Frankfurt/M.Max-von-Laue-Str. 960438FrankfurtGermany
- Institute for Molecular BiosciencesGoethe-University Frankfurt/MMax-von-Laue-Str. 960438FrankfurtGermany
| | - Vanessa Schneider
- Center for Biomolecular Magnetic Resonance (BMRZ)Goethe-University Frankfurt/M.Max-von-Laue-Str. 960438FrankfurtGermany
- Institute for Molecular BiosciencesGoethe-University Frankfurt/MMax-von-Laue-Str. 960438FrankfurtGermany
| | - Zeinab Kamjou
- Center for Biomolecular Magnetic Resonance (BMRZ)Goethe-University Frankfurt/M.Max-von-Laue-Str. 960438FrankfurtGermany
- Institute for Molecular BiosciencesGoethe-University Frankfurt/MMax-von-Laue-Str. 960438FrankfurtGermany
| | - Beate Averhoff
- Center for Biomolecular Magnetic Resonance (BMRZ)Goethe-University Frankfurt/M.Max-von-Laue-Str. 960438FrankfurtGermany
- Molecular Microbiology and BioenergeticsGoethe-University Frankfurt/M.Max-von-Laue-Str. 960438FrankfurtGermany
| | - Jens Wöhnert
- Institute for Molecular BiosciencesGoethe-University Frankfurt/M.Max-von-Laue-Str. 9, 60438FrankfurtGermany
- Center for Biomolecular Magnetic Resonance (BMRZ)Goethe-University Frankfurt/M.Max-von-Laue-Str. 960438FrankfurtGermany
- Institute for Molecular BiosciencesGoethe-University Frankfurt/MMax-von-Laue-Str. 960438FrankfurtGermany
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2
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Vaz RF, Brown LS, Ladizhansky V. Membrane protein structure determination from Paramagnetic Relaxation Enhancement and internuclear distance restraints. JOURNAL OF BIOMOLECULAR NMR 2025:10.1007/s10858-025-00467-w. [PMID: 40156665 DOI: 10.1007/s10858-025-00467-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Received: 12/07/2024] [Accepted: 03/21/2025] [Indexed: 04/01/2025]
Abstract
Magic angle spinning nuclear magnetic resonance (MAS NMR) is well suited for the determination of protein structure. The key structural information is obtained in the form of spectral cross peaks between spatially close nuclear spins, but assigning these cross peaks unambiguously to unique spin pairs is often a tedious task because of spectral overlap. Here, we use a seven-helical membrane protein Anabaena Sensory Rhodopsin (ASR) as a model system to demonstrate that transverse Paramagnetic Relaxation Enhancements (PRE) extracted from 2D MAS NMR spectra could be used to obtain a protein structural model. Starting with near complete assignments (93%) of ASR residues, TALOS + predicted backbone dihedral angles and secondary structure restraints in the form of backbone hydrogen bonds are combined with PRE-based restraints and used to generate a coarse model. This model is subsequently utilized as a template reference to facilitate automated assignments of highly ambiguous internuclear correlations. The template is used in an iterative cross peak assignment process and is progressively improved through the inclusion of disambiguated restraints, thereby converging to a low root-mean-square-deviation structural model. In addition to improving structure calculation conversion, the inclusion of PREs also improves packing between helices within an alpha-helical bundle.
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Affiliation(s)
- Raoul F Vaz
- Department of Physics and Biophysics Interdepartmental Group, University of Guelph, 50 Stone Rd. E., Guelph, ON, N1G 2W1, Canada
| | - Leonid S Brown
- Department of Physics and Biophysics Interdepartmental Group, University of Guelph, 50 Stone Rd. E., Guelph, ON, N1G 2W1, Canada
| | - Vlad Ladizhansky
- Department of Physics and Biophysics Interdepartmental Group, University of Guelph, 50 Stone Rd. E., Guelph, ON, N1G 2W1, Canada.
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3
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Neißner K, Keller H, Kirchner L, Düsterhus S, Duchardt-Ferner E, Averhoff B, Wöhnert J. The structural basis for high-affinity c-di-GMP binding to the GSPII-B domain of the traffic ATPase PilF from Thermus thermophilus. J Biol Chem 2025; 301:108041. [PMID: 39615687 PMCID: PMC11731258 DOI: 10.1016/j.jbc.2024.108041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 11/18/2024] [Accepted: 11/22/2024] [Indexed: 12/28/2024] Open
Abstract
c-di-GMP is an important second messenger in bacteria regulating, for example motility, biofilm formation, cell wall biosynthesis, infectivity, and natural transformability. It binds to a multitude of intracellular receptors. This includes proteins containing general secretory pathway II (GSPII) domains such as the N-terminal domain of the Vibrio cholerae ATPase MshE (MshEN) which binds c-di-GMP with two copies of a 24-amino acids sequence motif. The traffic ATPase PilF from Thermus thermophilus is important for type IV pilus biogenesis, twitching motility, surface attachment, and natural DNA-uptake and contains three consecutive homologous GPSII domains. We show that only two of these domains bind c-di-GMP and define the structural basis for the exceptional high affinity of the GSPII-B domain for c-di-GMP, which is 83-fold higher than that of the prototypical MshEN domain. Our work establishes an extended consensus sequence for the c-di-GMP-binding motif and highlights the role of hydrophobic residues for high-affinity recognition of c-di-GMP. Our structure is the first example for a c-di-GMP-binding domain not relying on arginine residues for ligand recognition. We also show that c-di-GMP-binding induces local unwinding of an α-helical turn as well as subdomain reorientation to reinforce intermolecular contacts between c-di-GMP and the C-terminal subdomain. Abolishing c-di-GMP binding to GSPII-B reduces twitching motility and surface attachment but not natural DNA-uptake. Overall, our work contributes to a better characterization of c-di-GMP binding in this class of effector domains, allows the prediction of high-affinity c-di-GMP-binding family members, and advances our understanding of the importance of c-di-GMP binding for T4P-related functions.
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Affiliation(s)
- Konstantin Neißner
- Institute for Molecular Biosciences, Goethe-University Frankfurt/M., Frankfurt, Germany; Center for Biomolecular Magnetic Resonance (BMRZ), Goethe-University Frankfurt/M., Frankfurt, Germany
| | - Heiko Keller
- Institute for Molecular Biosciences, Goethe-University Frankfurt/M., Frankfurt, Germany; Center for Biomolecular Magnetic Resonance (BMRZ), Goethe-University Frankfurt/M., Frankfurt, Germany
| | - Lennart Kirchner
- Molecular Microbiology and Bioenergetics, Institute for Molecular Biosciences, Goethe-University Frankfurt/M., Frankfurt, Germany
| | - Stefanie Düsterhus
- Institute for Molecular Biosciences, Goethe-University Frankfurt/M., Frankfurt, Germany
| | - Elke Duchardt-Ferner
- Institute for Molecular Biosciences, Goethe-University Frankfurt/M., Frankfurt, Germany; Center for Biomolecular Magnetic Resonance (BMRZ), Goethe-University Frankfurt/M., Frankfurt, Germany
| | - Beate Averhoff
- Molecular Microbiology and Bioenergetics, Institute for Molecular Biosciences, Goethe-University Frankfurt/M., Frankfurt, Germany
| | - Jens Wöhnert
- Institute for Molecular Biosciences, Goethe-University Frankfurt/M., Frankfurt, Germany; Center for Biomolecular Magnetic Resonance (BMRZ), Goethe-University Frankfurt/M., Frankfurt, Germany.
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4
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Rodina N, Sarkar R, Tsakalos D, Suladze S, Niu Z, Reif B. Manual and automatic assignment of two different Aβ40 amyloid fibril polymorphs using MAS solid-state NMR spectroscopy. BIOMOLECULAR NMR ASSIGNMENTS 2024; 18:201-212. [PMID: 39120652 PMCID: PMC11511749 DOI: 10.1007/s12104-024-10189-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Accepted: 08/01/2024] [Indexed: 08/10/2024]
Abstract
Amyloid fibrils from Alzheimer's amyloid-beta peptides (Aβ) are found to be polymorphic. So far, 14 Aβ40 fibril structures have been determined. The mechanism of why one particular protein sequence adopts so many different three-dimensional structures is yet not understood. In this work, we describe the assignment of the NMR chemical shifts of two Alzheimer's disease fibril polymorphs, P1 and P2, which are formed by the amyloid-beta peptide Aβ40. The assignment is based on 13C-detected 3D NCACX and NCOCX experiments MAS solid-state NMR experiments. The fibril samples are prepared using an extensive seeding protocol in the absence and presence of the small heat shock protein αB-crystallin. In addition to manual assignments, we obtain chemical shift assignments using the automation software ARTINA. We present an analysis of the secondary chemical shifts and a discussion on the differences between the manual and automated assignment strategies.
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Affiliation(s)
- Natalia Rodina
- Department of Bioscience, TUM School of Natural Sciences, Technical University of Munich, Munich, Germany
- Institute of Structural Biology, Helmholtz Zentrum Munich or German Research Center for Environmental Health, Munich, Germany
| | - Riddhiman Sarkar
- Department of Bioscience, TUM School of Natural Sciences, Technical University of Munich, Munich, Germany
- Institute of Structural Biology, Helmholtz Zentrum Munich or German Research Center for Environmental Health, Munich, Germany
| | - Dimitrios Tsakalos
- Department of Bioscience, TUM School of Natural Sciences, Technical University of Munich, Munich, Germany
| | - Saba Suladze
- Department of Bioscience, TUM School of Natural Sciences, Technical University of Munich, Munich, Germany
| | - Zheng Niu
- School of Pharmacy, Henan University, Kaifeng, China
| | - Bernd Reif
- Department of Bioscience, TUM School of Natural Sciences, Technical University of Munich, Munich, Germany.
- Institute of Structural Biology, Helmholtz Zentrum Munich or German Research Center for Environmental Health, Munich, Germany.
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5
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Ebersberger S, Hipp C, Mulorz MM, Buchbender A, Hubrich D, Kang HS, Martínez-Lumbreras S, Kristofori P, Sutandy FXR, Llacsahuanga Allcca L, Schönfeld J, Bakisoglu C, Busch A, Hänel H, Tretow K, Welzel M, Di Liddo A, Möckel MM, Zarnack K, Ebersberger I, Legewie S, Luck K, Sattler M, König J. FUBP1 is a general splicing factor facilitating 3' splice site recognition and splicing of long introns. Mol Cell 2023:S1097-2765(23)00516-6. [PMID: 37506698 DOI: 10.1016/j.molcel.2023.07.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 05/19/2023] [Accepted: 07/03/2023] [Indexed: 07/30/2023]
Abstract
Splicing of pre-mRNAs critically contributes to gene regulation and proteome expansion in eukaryotes, but our understanding of the recognition and pairing of splice sites during spliceosome assembly lacks detail. Here, we identify the multidomain RNA-binding protein FUBP1 as a key splicing factor that binds to a hitherto unknown cis-regulatory motif. By collecting NMR, structural, and in vivo interaction data, we demonstrate that FUBP1 stabilizes U2AF2 and SF1, key components at the 3' splice site, through multivalent binding interfaces located within its disordered regions. Transcriptional profiling and kinetic modeling reveal that FUBP1 is required for efficient splicing of long introns, which is impaired in cancer patients harboring FUBP1 mutations. Notably, FUBP1 interacts with numerous U1 snRNP-associated proteins, suggesting a unique role for FUBP1 in splice site bridging for long introns. We propose a compelling model for 3' splice site recognition of long introns, which represent 80% of all human introns.
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Affiliation(s)
| | - Clara Hipp
- Institute of Structural Biology, Helmholtz Center Munich, 85764 Neuherberg, Germany; Bavarian NMR Center, Department of Bioscience, School of Natural Sciences, Technical University of Munich, 85747 Garching, Germany
| | - Miriam M Mulorz
- Institute of Molecular Biology (IMB) gGmbH, 55128 Mainz, Germany
| | | | - Dalmira Hubrich
- Institute of Molecular Biology (IMB) gGmbH, 55128 Mainz, Germany
| | - Hyun-Seo Kang
- Institute of Structural Biology, Helmholtz Center Munich, 85764 Neuherberg, Germany; Bavarian NMR Center, Department of Bioscience, School of Natural Sciences, Technical University of Munich, 85747 Garching, Germany
| | - Santiago Martínez-Lumbreras
- Institute of Structural Biology, Helmholtz Center Munich, 85764 Neuherberg, Germany; Bavarian NMR Center, Department of Bioscience, School of Natural Sciences, Technical University of Munich, 85747 Garching, Germany
| | - Panajot Kristofori
- Department of Systems Biology, Institute for Biomedical Genetics (IBMG), University of Stuttgart, 70569 Stuttgart, Germany
| | | | | | - Jonas Schönfeld
- Institute of Molecular Biology (IMB) gGmbH, 55128 Mainz, Germany
| | - Cem Bakisoglu
- Buchmann Institute for Molecular Life Sciences & Institute of Molecular Biosciences, Goethe University Frankfurt, 60438 Frankfurt am Main, Germany
| | - Anke Busch
- Institute of Molecular Biology (IMB) gGmbH, 55128 Mainz, Germany
| | - Heike Hänel
- Institute of Molecular Biology (IMB) gGmbH, 55128 Mainz, Germany
| | - Kerstin Tretow
- Institute of Molecular Biology (IMB) gGmbH, 55128 Mainz, Germany
| | - Mareen Welzel
- Institute of Molecular Biology (IMB) gGmbH, 55128 Mainz, Germany
| | | | - Martin M Möckel
- Institute of Molecular Biology (IMB) gGmbH, 55128 Mainz, Germany
| | - Kathi Zarnack
- Buchmann Institute for Molecular Life Sciences & Institute of Molecular Biosciences, Goethe University Frankfurt, 60438 Frankfurt am Main, Germany; CardioPulmonary Institute (CPI), 35392 Gießen, Germany
| | - Ingo Ebersberger
- Applied Bioinformatics Group, Institute of Cell Biology and Neuroscience, Goethe University Frankfurt, 60438 Frankfurt am Main, Germany; Senckenberg Biodiversity and Climate Research Center (S-BIK-F), 60325 Frankfurt am Main, Germany; LOEWE Center for Translational Biodiversity Genomics (TBG), 60325 Frankfurt am Main, Germany
| | - Stefan Legewie
- Department of Systems Biology, Institute for Biomedical Genetics (IBMG), University of Stuttgart, 70569 Stuttgart, Germany; Stuttgart Research Center for Systems Biology (SRCSB), University of Stuttgart, 70569 Stuttgart, Germany
| | - Katja Luck
- Institute of Molecular Biology (IMB) gGmbH, 55128 Mainz, Germany.
| | - Michael Sattler
- Institute of Structural Biology, Helmholtz Center Munich, 85764 Neuherberg, Germany; Bavarian NMR Center, Department of Bioscience, School of Natural Sciences, Technical University of Munich, 85747 Garching, Germany.
| | - Julian König
- Institute of Molecular Biology (IMB) gGmbH, 55128 Mainz, Germany.
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6
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Saw WG, Le KCM, Shin J, Kwek JHM, Wong CF, Ragunathan P, Fong TC, Müller V, Grüber G. Atomic insights of an up and down conformation of the Acinetobacter baumannii F 1 -ATPase subunit ε and deciphering the residues critical for ATP hydrolysis inhibition and ATP synthesis. FASEB J 2023; 37:e23040. [PMID: 37318822 DOI: 10.1096/fj.202300175rr] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 05/23/2023] [Accepted: 06/05/2023] [Indexed: 06/16/2023]
Abstract
The Acinetobacter baumannii F1 FO -ATP synthase (α3 :β3 :γ:δ:ε:a:b2 :c10 ), which is essential for this strictly respiratory opportunistic human pathogen, is incapable of ATP-driven proton translocation due to its latent ATPase activity. Here, we generated and purified the first recombinant A. baumannii F1 -ATPase (AbF1 -ATPase) composed of subunits α3 :β3 :γ:ε, showing latent ATP hydrolysis. A 3.0 Å cryo-electron microscopy structure visualizes the architecture and regulatory element of this enzyme, in which the C-terminal domain of subunit ε (Abε) is present in an extended position. An ε-free AbF1 -ɑβγ complex generated showed a 21.5-fold ATP hydrolysis increase, demonstrating that Abε is the major regulator of AbF1 -ATPase's latent ATP hydrolysis. The recombinant system enabled mutational studies of single amino acid substitutions within Abε or its interacting subunits β and γ, respectively, as well as C-terminal truncated mutants of Abε, providing a detailed picture of Abε's main element for the self-inhibition mechanism of ATP hydrolysis. Using a heterologous expression system, the importance of Abε's C-terminus in ATP synthesis of inverted membrane vesicles, including AbF1 FO -ATP synthases, has been explored. In addition, we are presenting the first NMR solution structure of the compact form of Abε, revealing interaction of its N-terminal β-barrel and C-terminal ɑ-hairpin domain. A double mutant of Abε highlights critical residues for Abε's domain-domain formation which is important also for AbF1 -ATPase's stability. Abε does not bind MgATP, which is described to regulate the up and down movements in other bacterial counterparts. The data are compared to regulatory elements of F1 -ATPases in bacteria, chloroplasts, and mitochondria to prevent wasting of ATP.
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Affiliation(s)
- Wuan-Geok Saw
- School of Biological Sciences, Nanyang Technological University, Singapore, Singapore
- NTU Institute of Structural Biology, Nanyang Technological University, Singapore, Singapore
| | - Khoa Cong Minh Le
- School of Biological Sciences, Nanyang Technological University, Singapore, Singapore
| | - Joon Shin
- School of Biological Sciences, Nanyang Technological University, Singapore, Singapore
| | - Jes Hui Min Kwek
- School of Biological Sciences, Nanyang Technological University, Singapore, Singapore
| | - Chui Fann Wong
- School of Biological Sciences, Nanyang Technological University, Singapore, Singapore
| | - Priya Ragunathan
- School of Biological Sciences, Nanyang Technological University, Singapore, Singapore
| | - Tuck Choy Fong
- School of Biological Sciences, Nanyang Technological University, Singapore, Singapore
| | - Volker Müller
- Institute of Molecular Biosciences, Johann Wolfgang Goethe University, Frankfurt, Germany
| | - Gerhard Grüber
- School of Biological Sciences, Nanyang Technological University, Singapore, Singapore
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7
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Lins J, Miloslavina YA, Carrara SC, Rösler L, Hofmann S, Herr K, Theiß F, Wienands L, Avrutina O, Kolmar H, Buntkowsky G. Parahydrogen-induced polarization allows 2000-fold signal enhancement in biologically active derivatives of the peptide-based drug octreotide. Sci Rep 2023; 13:6388. [PMID: 37076553 PMCID: PMC10115808 DOI: 10.1038/s41598-023-33577-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 04/14/2023] [Indexed: 04/21/2023] Open
Abstract
Octreotide, a somatostatin analogue, has shown its efficacy for the diagnostics and treatment of various types of cancer, i.e., in octreotide scan, as radio-marker after labelling with a radiopharmaceutical. To avoid toxicity of radio-labeling, octreotide-based assays can be implemented into magnetic resonance techniques, such as MRI and NMR. Here we used a Parahydrogen-Induced Polarization (PHIP) approach as a cheap, fast and straightforward method. Introduction of L-propargyl tyrosine as a PHIP marker at different positions of octreotide by manual Solid-Phase Peptide Synthesis (SPPS) led to up to 2000-fold proton signal enhancement (SE). Cell binding studies confirmed that all octreotide variants retained strong binding affinity to the surface of human-derived cancer cells expressing somatostatin receptor 2. The hydrogenation reactions were successfully performed in methanol and under physiologically compatible mixtures of water with methanol or ethanol. The presented results open up new application areas of biochemical and pharmacological studies with octreotide.
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Affiliation(s)
- Jonas Lins
- Eduard-Zintl-Institute for Inorganic and Physical Chemistry, Technische Universität Darmstadt, Alarich-Weiss-Straße 8, 64287, Darmstadt, Germany
| | - Yuliya A Miloslavina
- Eduard-Zintl-Institute for Inorganic and Physical Chemistry, Technische Universität Darmstadt, Alarich-Weiss-Straße 8, 64287, Darmstadt, Germany
| | - Stefania C Carrara
- Clemens-Schöpf-Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Alarich-Weiss-Straße 4, 64287, Darmstadt, Germany
| | - Lorenz Rösler
- Eduard-Zintl-Institute for Inorganic and Physical Chemistry, Technische Universität Darmstadt, Alarich-Weiss-Straße 8, 64287, Darmstadt, Germany
| | - Sarah Hofmann
- Clemens-Schöpf-Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Alarich-Weiss-Straße 4, 64287, Darmstadt, Germany
| | - Kevin Herr
- Eduard-Zintl-Institute for Inorganic and Physical Chemistry, Technische Universität Darmstadt, Alarich-Weiss-Straße 8, 64287, Darmstadt, Germany
| | - Franziska Theiß
- Eduard-Zintl-Institute for Inorganic and Physical Chemistry, Technische Universität Darmstadt, Alarich-Weiss-Straße 8, 64287, Darmstadt, Germany
| | - Laura Wienands
- Eduard-Zintl-Institute for Inorganic and Physical Chemistry, Technische Universität Darmstadt, Alarich-Weiss-Straße 8, 64287, Darmstadt, Germany
| | - Olga Avrutina
- Clemens-Schöpf-Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Alarich-Weiss-Straße 4, 64287, Darmstadt, Germany
| | - Harald Kolmar
- Clemens-Schöpf-Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Alarich-Weiss-Straße 4, 64287, Darmstadt, Germany.
| | - Gerd Buntkowsky
- Eduard-Zintl-Institute for Inorganic and Physical Chemistry, Technische Universität Darmstadt, Alarich-Weiss-Straße 8, 64287, Darmstadt, Germany.
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8
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Migdadi L, Sharar N, Jafar H, Telfah A, Hergenröder R, Wöhler C. Machine Learning in Automated Monitoring of Metabolic Changes Accompanying the Differentiation of Adipose-Tissue-Derived Human Mesenchymal Stem Cells Employing 1H- 1H TOCSY NMR. Metabolites 2023; 13:352. [PMID: 36984792 PMCID: PMC10055867 DOI: 10.3390/metabo13030352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 02/12/2023] [Accepted: 02/23/2023] [Indexed: 03/04/2023] Open
Abstract
The ability to monitor the dynamics of stem cell differentiation is a major goal for understanding biochemical evolution pathways. Automating the process of metabolic profiling using 2D NMR helps us to understand the various differentiation behaviors of stem cells, and therefore sheds light on the cellular pathways of development, and enhances our understanding of best practices for in vitro differentiation to guide cellular therapies. In this work, the dynamic evolution of adipose-tissue-derived human Mesenchymal stem cells (AT-derived hMSCs) after fourteen days of cultivation, adipocyte and osteocyte differentiation, was inspected based on 1H-1H TOCSY using machine learning. Multi-class classification in addition to the novelty detection of metabolites was established based on a control hMSC sample after four days' cultivation and we successively detected the changes of metabolites in differentiated MSCs following a set of 1H-1H TOCSY experiments. The classifiers Kernel Null Foley-Sammon Transform and Kernel Density Estimation achieved a total classification error between 0% and 3.6% and false positive and false negative rates of 0%. This approach was successfully able to automatically reveal metabolic changes that accompanied MSC cellular evolution starting from their undifferentiated status to their prolonged cultivation and differentiation into adipocytes and osteocytes using machine learning supporting the research in the field of metabolic pathways of stem cell differentiation.
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Affiliation(s)
- Lubaba Migdadi
- Image Analysis Group, TU Dortmund, 44227 Dortmund, Germany
- Leibniz-Institut für Analytische Wissenschaften—ISAS-e.V., 44139 Dortmund, Germany
| | - Nour Sharar
- Leibniz-Institut für Analytische Wissenschaften—ISAS-e.V., 44139 Dortmund, Germany
- Cell Therapy Center, University of Jordan, Amman 11942, Jordan
| | - Hanan Jafar
- Cell Therapy Center, University of Jordan, Amman 11942, Jordan
- Department of Anatomy and Histology, College of Medicine, University of Jordan, Amman 11942, Jordan
| | - Ahmad Telfah
- Leibniz-Institut für Analytische Wissenschaften—ISAS-e.V., 44139 Dortmund, Germany
- Nanotechnology Center, The University of Jordan, Amman 11942, Jordan
| | - Roland Hergenröder
- Leibniz-Institut für Analytische Wissenschaften—ISAS-e.V., 44139 Dortmund, Germany
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9
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Meier BH, Böckmann A. Solid-State NMR Structure of Amyloid-β Fibrils. Methods Mol Biol 2023; 2551:53-62. [PMID: 36310196 DOI: 10.1007/978-1-0716-2597-2_5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Amyloid fibrils are involved in a number of diseases and notably play a role in neurodegeneration, where they are present in plaques in the brain. Their structure determination might help in finding ways to interfere with their formation, and ultimately prevent disease, by revealing the structure-function relationship and helping to design molecules targeting initial assembly steps and further propagation. Here, we describe the different steps in NMR protocols which allowed the 3D structure determination of amyloid-β fibrils.
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Affiliation(s)
- Beat H Meier
- Physical Chemistry, ETH Zurich, Zurich, Switzerland.
| | - Anja Böckmann
- Molecular Microbiology and Structural Biochemistry, Labex Ecofect, Lyon, France.
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10
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Rapid protein assignments and structures from raw NMR spectra with the deep learning technique ARTINA. Nat Commun 2022; 13:6151. [PMID: 36257955 PMCID: PMC9579175 DOI: 10.1038/s41467-022-33879-5] [Citation(s) in RCA: 48] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 09/30/2022] [Indexed: 12/24/2022] Open
Abstract
Nuclear Magnetic Resonance (NMR) spectroscopy is a major technique in structural biology with over 11,800 protein structures deposited in the Protein Data Bank. NMR can elucidate structures and dynamics of small and medium size proteins in solution, living cells, and solids, but has been limited by the tedious data analysis process. It typically requires weeks or months of manual work of a trained expert to turn NMR measurements into a protein structure. Automation of this process is an open problem, formulated in the field over 30 years ago. We present a solution to this challenge that enables the completely automated analysis of protein NMR data within hours after completing the measurements. Using only NMR spectra and the protein sequence as input, our machine learning-based method, ARTINA, delivers signal positions, resonance assignments, and structures strictly without human intervention. Tested on a 100-protein benchmark comprising 1329 multidimensional NMR spectra, ARTINA demonstrated its ability to solve structures with 1.44 Å median RMSD to the PDB reference and to identify 91.36% correct NMR resonance assignments. ARTINA can be used by non-experts, reducing the effort for a protein assignment or structure determination by NMR essentially to the preparation of the sample and the spectra measurements.
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11
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Shin J, Harikishore A, Wong CF, Ragunathan P, Thomas D, Grüber G. Atomic solution structure of Mycobacterium abscessus F-ATP synthase subunit ε and identification of Ep1MabF1 as a targeted inhibitor. FEBS J 2022; 289:6308-6323. [PMID: 35612822 PMCID: PMC10609657 DOI: 10.1111/febs.16536] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 04/27/2022] [Accepted: 05/24/2022] [Indexed: 11/30/2022]
Abstract
Mycobacterium abscessus (Mab) is a nontuberculous mycobacterium of increasing clinical relevance. The rapidly growing opportunistic pathogen is intrinsically multi-drug-resistant and causes difficult-to-cure lung disease. Adenosine triphosphate, generated by the essential F1 FO ATP synthase, is the major energy currency of the pathogen, bringing this enzyme complex into focus for the discovery of novel antimycobacterial compounds. Coupling of proton translocation through the membrane-embedded FO sector and ATP formation in the F1 headpiece of the bipartite F1 FO ATP synthase occurs via the central stalk subunits γ and ε. Here, we used solution NMR spectroscopy to resolve the first atomic structure of the Mab subunit ε (Mabε), showing that it consists of an N-terminal β-barrel domain (NTD) and a helix-loop-helix motif in its C-terminal domain (CTD). NMR relaxation measurements of Mabε shed light on dynamic epitopes and amino acids relevant for coupling processes within the protein. We describe structural differences between other mycobacterial ε subunits and Mabε's lack of ATP binding. Based on the structural insights, we conducted an in silico inhibitor screen. One hit, Ep1MabF1, was shown to inhibit the growth of Mab and bacterial ATP synthesis. NMR titration experiments and docking studies described the binding epitopes of Ep1MabF1 on Mabε. Together, our data demonstrate the potential to develop inhibitors targeting the ε subunit of Mab F1 FO ATP synthase to interrupt the coupling process.
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Affiliation(s)
- Joon Shin
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore 637551, Republic of Singapore
| | - Amaravadhi Harikishore
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore 637551, Republic of Singapore
| | - Chui Fann Wong
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore 637551, Republic of Singapore
| | - Priya Ragunathan
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore 637551, Republic of Singapore
| | - Dick Thomas
- Center for Discovery and Innovation, Hackensack Meridian Health, 111 Ideation Way, Nutley, NJ 07110, USA
- Department of Medical Sciences, Hackensack Meridian School of Medicine, 123 Metro Boulevard, Nutley, NJ 07110, USA
- Department of Microbiology and Immunology, Georgetown University, 3900 Reservoir Road NW Medical-Dental Building, Washington, DC 20007, USA
| | - Gerhard Grüber
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore 637551, Republic of Singapore
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12
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Migdadi L, Telfah A, Hergenröder R, Wöhler C. Novelty detection for metabolic dynamics established on breast cancer tissue using 2D NMR TOCSY spectra. Comput Struct Biotechnol J 2022; 20:2965-2977. [PMID: 35782733 PMCID: PMC9213235 DOI: 10.1016/j.csbj.2022.05.050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 05/26/2022] [Accepted: 05/26/2022] [Indexed: 11/30/2022] Open
Abstract
Most metabolic profiling approaches focus only on identifying pre-known metabolites on NMR TOCSY spectrum using configured parameters. However, there is a lack of tasks dealing with automating the detection of new metabolites that might appear during the dynamic evolution of biological cells. Novelty detection is a category of machine learning that is used to identify data that emerge during the test phase and were not considered during the training phase. We propose a novelty detection system for detecting novel metabolites in the 2D NMR TOCSY spectrum of a breast cancer-tissue sample. We build one- and multi-class recognition systems using different classifiers such as, Kernel Null Foley-Sammon Transform, Kernel Density Estimation, and Support Vector Data Description. The training models were constructed based on different sizes of training data and are used in the novelty detection procedure. Multiple evaluation measures were applied to test the performance of the novelty detection methods. Depending on the training data size, all classifiers were able to achieve 0% false positive rates and total misclassification error in addition to 100% true positive rates. The median total time for the novelty detection process varies between 1.5 and 20 seconds, depending on the classifier and the amount of training data. The results of our novel metabolic profiling method demonstrate its suitability, robustness and speed in automated metabolic research.
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Key Words
- 2D NMR TOCSY
- ATP, Adenosine Triphosphate
- AUC, Area under Curve
- BMRB, Biological Magnetic Resonance Data Bank
- Breast cancer
- Chemometrics
- Classification
- HMDB, Human Metabolome Database
- KDE, Kernel Density Estimation
- KNFST, Kernel Null Foley–Sammon Transform
- Machine learning
- Metabolic profiling
- Metabolomics
- NMR, Nuclear Magnetic Resonance
- Novelty detection
- ROC, Receiver Operating Characteristic
- SVDD, Support Vector Data Description
- TOCSY, Total Correlation Spectroscopy
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Affiliation(s)
- Lubaba Migdadi
- Leibniz-Institut für Analytische Wissenschaften - ISAS - e.V, 44139 Dortmund, Germany
- Image Analysis Group, TU Dortmund, 44227 Dortmund, Germany
| | - Ahmad Telfah
- Leibniz-Institut für Analytische Wissenschaften - ISAS - e.V, 44139 Dortmund, Germany
| | - Roland Hergenröder
- Leibniz-Institut für Analytische Wissenschaften - ISAS - e.V, 44139 Dortmund, Germany
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13
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Born A, Henen MA, Nichols PJ, Vögeli B. On the use of residual dipolar couplings in multi-state structure calculation of two-domain proteins. MAGNETIC RESONANCE LETTERS 2022; 2:61-68. [PMID: 35734611 PMCID: PMC9210859 DOI: 10.1016/j.mrl.2021.10.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Residual dipolar couplings (RDCs) are powerful nuclear magnetic resonance (NMR) probes for the structure calculation of biomacromolecules. Typically, an alignment tensor that defines the orientation of the entire molecule relative to the magnetic field is determined either before refinement of individual bond vectors or simultaneously with this refinement. For single-domain proteins this approach works well since all bond vectors can be described within the same coordinate frame, which is given by the alignment tensor. However, novel approaches are sought after for systems where no universal alignment tensor can be used. Here, we present an approach that can be applied to two-domain proteins that enables the calculation of multiple states within each domain as well as with respect to the relative positions of the two domains.
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Affiliation(s)
- Alexandra Born
- University of Colorado Anschutz Medical Campus, Department of Biochemistry and Molecular Genetics, 12801 East 17 Avenue, Aurora, CO 80045, USA
| | - Morkos A. Henen
- University of Colorado Anschutz Medical Campus, Department of Biochemistry and Molecular Genetics, 12801 East 17 Avenue, Aurora, CO 80045, USA
- Faculty of Pharmacy, Mansoura University, Mansoura, 35516, Egypt
| | - Parker J. Nichols
- University of Colorado Anschutz Medical Campus, Department of Biochemistry and Molecular Genetics, 12801 East 17 Avenue, Aurora, CO 80045, USA
| | - Beat Vögeli
- University of Colorado Anschutz Medical Campus, Department of Biochemistry and Molecular Genetics, 12801 East 17 Avenue, Aurora, CO 80045, USA
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14
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Heikkinen HA, Aranko AS, Iwaï H. The NMR structure of the engineered halophilic DnaE intein for segmental isotopic labeling using conditional protein splicing. JOURNAL OF MAGNETIC RESONANCE (SAN DIEGO, CALIF. : 1997) 2022; 338:107195. [PMID: 35398651 DOI: 10.1016/j.jmr.2022.107195] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 03/02/2022] [Accepted: 03/13/2022] [Indexed: 06/14/2023]
Abstract
Protein trans-splicing catalyzed by split inteins has been used for segmental isotopic labeling of proteins for alleviating the complexity of NMR signals. Whereas inteins spontaneously trigger protein splicing upon protein folding, inteins from extremely halophilic organisms require a high salinity condition to induce protein splicing. We designed and created a salt-inducible intein from the widely used DnaE intein from Nostoc punctiforme by introducing 29 mutations, which required a lower salt concentration than naturally occurring halo-obligate inteins. We determined the NMR solution structure of the engineered salt-inducible DnaE intein in 2 M NaCl, showing the essentially identical three-dimensional structure to the original one, albeit it unfolds without salts. The NMR structure of a halo-obligate intein under high salinity suggests that the stabilization of the active folded conformation is not a mere result of various intramolecular interactions but the subtle energy balance from the complex interactions, including the solvation energy, which involve waters, ions, co-solutes, and protein polypeptide chains.
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Affiliation(s)
- Harri A Heikkinen
- Institute of Biotechnology, University of Helsinki, PO Box 65, Helsinki, FIN-00014, Finland
| | - A Sesilja Aranko
- Institute of Biotechnology, University of Helsinki, PO Box 65, Helsinki, FIN-00014, Finland.
| | - Hideo Iwaï
- Institute of Biotechnology, University of Helsinki, PO Box 65, Helsinki, FIN-00014, Finland.
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15
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Poppe L, Hartman JJ, Romero A, Reagan JD. Structural and Thermodynamic Model for the Activation of Cardiac Troponin. Biochemistry 2022; 61:741-748. [PMID: 35349258 DOI: 10.1021/acs.biochem.2c00084] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Cardiac troponin is a regulatory protein complex located on the sarcomere that regulates the engagement of myosin on actin filaments. Low-molecular weight modulators of troponin that bind allosterically with the calcium ion have the potential to improve cardiac contractility in patients with reduced cardiac function. Here we propose an approach to the rational design of troponin modulators through the combined use of solution nuclear magnetic resonance and isothermal titration calorimetry methods. In contrast to traditional approaches limited to calcium and activator-bound troponin structures, here we analyzed the structural and thermodynamic impact of an activator in the context of the troponin functional cycle. This led us to propose a rationale for developing an efficacious troponin activator.
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Affiliation(s)
- Leszek Poppe
- Amgen, Inc., Thousand Oaks, California 91320, United States
| | - James J Hartman
- Cytokinetics, Inc., South San Francisco, California 94080, United States
| | - Antonio Romero
- Cytokinetics, Inc., South San Francisco, California 94080, United States
| | - Jeffrey D Reagan
- Amgen, Inc., South San Francisco, California 94080, United States
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16
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Shin J, Singal B, Grüber A, Wong DMK, Ragunathan P, Grüber G. Atomic structure of the regulatory TGS domain of Rel protein from Mycobacterium tuberculosis and its interaction with deacylated tRNA. FEBS Lett 2021; 595:3006-3018. [PMID: 34808002 DOI: 10.1002/1873-3468.14236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 11/07/2021] [Accepted: 11/16/2021] [Indexed: 11/09/2022]
Abstract
The stringent response is critical for the survival of Mycobacterium tuberculosis (Mtb) under nutrient starvation. The mechanism is mediated by a GTP pyrophosphokinase known as Rel, containing N-terminal synthetase and hydrolase domains and C-terminal regulatory domains, which include the TGS domain (ThrRS, GTPase, and SpoT proteins) that has been proposed to activate the synthetase domain via interaction with deacylated tRNA. Here, we present the NMR solution structure of the Mtb Rel TGS domain (MtRel TGS), consisting of five antiparallel β-strands and one helix-loop-helix motif. The interaction of MtRel TGS with deacylated tRNA is shown, indicating the critical amino acids of MtRel TGS in tRNA binding, and presenting the first structural evidence of MtRel TGS binding to deacylated tRNA in solution in the absence of the translational machinery.
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Affiliation(s)
- Joon Shin
- School of Biological Sciences, Nanyang Technological University, Singapore, Republic of Singapore
| | - Bharti Singal
- School of Biological Sciences, Nanyang Technological University, Singapore, Republic of Singapore
| | - Ardina Grüber
- School of Biological Sciences, Nanyang Technological University, Singapore, Republic of Singapore
| | - David Meng Kit Wong
- School of Biological Sciences, Nanyang Technological University, Singapore, Republic of Singapore
| | - Priya Ragunathan
- School of Biological Sciences, Nanyang Technological University, Singapore, Republic of Singapore
| | - Gerhard Grüber
- School of Biological Sciences, Nanyang Technological University, Singapore, Republic of Singapore
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17
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Chiliveri SC, Robertson AJ, Shen Y, Torchia DA, Bax A. Advances in NMR Spectroscopy of Weakly Aligned Biomolecular Systems. Chem Rev 2021; 122:9307-9330. [PMID: 34766756 DOI: 10.1021/acs.chemrev.1c00730] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
The measurement and application of residual dipolar couplings (RDCs) in solution NMR studies of biological macromolecules has become well established over the past quarter of a century. Numerous methods for generating the requisite anisotropic orientational molecular distribution have been demonstrated, each with its specific strengths and weaknesses. In parallel, an enormous number of pulse schemes have been introduced to measure the many different types of RDCs, ranging from the most widely measured backbone amide 15N-1H RDCs, to 1H-1H RDCs and couplings between low-γ nuclei. Applications of RDCs range from structure validation and refinement to the determination of relative domain orientations, the measurement of backbone and domain motions, and de novo structure determination. Nevertheless, it appears that the power of the RDC methodology remains underutilized. This review aims to highlight the practical aspects of sample preparation and RDC measurement while describing some of the most straightforward applications that take advantage of the exceptionally precise information contained in such data. Some emphasis will be placed on more recent developments that enable the accurate measurement of RDCs in larger systems, which is key to the ongoing shift in focus of biological NMR spectroscopy from structure determination toward gaining improved understanding of how molecular flexibility drives protein function.
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Affiliation(s)
- Sai Chaitanya Chiliveri
- Laboratory of Chemical Physics, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Angus J Robertson
- Laboratory of Chemical Physics, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Yang Shen
- Laboratory of Chemical Physics, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Dennis A Torchia
- Laboratory of Chemical Physics, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Ad Bax
- Laboratory of Chemical Physics, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland 20892, United States
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18
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Russo L, Mascanzoni F, Farina B, Dolga AM, Monti A, Caporale A, Culmsee C, Fattorusso R, Ruvo M, Doti N. Design, Optimization, and Structural Characterization of an Apoptosis-Inducing Factor Peptide Targeting Human Cyclophilin A to Inhibit Apoptosis Inducing Factor-Mediated Cell Death. J Med Chem 2021; 64:11445-11459. [PMID: 34338510 DOI: 10.1021/acs.jmedchem.1c00777] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Blocking the interaction between the apoptosis-inducing factor (AIF) and cyclophilin A (CypA) by the AIF fragment AIF(370-394) is protective against glutamate-induced neuronal cell death and brain injury in mice. Starting from AIF(370-394), we report the generation of the disulfide-bridged and shorter variant AIF(381-389) and its structural characterization by nuclear magnetic resonance (NMR) in the free and CypA-bound state. AIF(381-389) in both the free and bound states assumes a β-hairpin conformation similar to that of the fragment in the AIF protein and shows a highly reduced conformational flexibility. This peptide displays a similar in vitro affinity for CypA, an improved antiapoptotic activity in cells and an enhanced proteolytic stability compared to the parent peptide. The NMR-based 3D model of the AIF(381-389)/CypA complex provides a better understanding of the binding hot spots on both the peptide and the protein and can be exploited to design AIF/CypA inhibitors with improved pharmacokinetic and pharmacodynamics features.
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Affiliation(s)
- Luigi Russo
- Department of Environmental, Biological and Pharmaceutical Sciences and Technologies, University of Campania "L. Vanvitelli", Via Vivaldi 43, 81100 Caserta, Italy
| | - Fabiola Mascanzoni
- Institute of Biostructures and Bioimaging (IBB)-CNR, Via Mezzocannone, 16, 80134 Napoli, Italy
| | - Biancamaria Farina
- Institute of Biostructures and Bioimaging (IBB)-CNR, Via Mezzocannone, 16, 80134 Napoli, Italy
| | - Amalia Mihaela Dolga
- Institute of Pharmacology and Clinical Pharmacy, University of Marburg, 35043 Marburg, Germany.,Faculty of Science and Engineering, Groningen Research Institute of Pharmacy (GRIP), Research School of Behavioural and Cognitive Neurosciences (BCN), Department of Molecular Pharmacology, University of Groningen, 9713 AV Groningen, The Netherlands
| | - Alessandra Monti
- Institute of Biostructures and Bioimaging (IBB)-CNR, Via Mezzocannone, 16, 80134 Napoli, Italy
| | - Andrea Caporale
- Institute of Biostructures and Bioimaging (IBB)-CNR, Via Mezzocannone, 16, 80134 Napoli, Italy
| | - Carsten Culmsee
- Institute of Pharmacology and Clinical Pharmacy, University of Marburg, 35043 Marburg, Germany
| | - Roberto Fattorusso
- Department of Environmental, Biological and Pharmaceutical Sciences and Technologies, University of Campania "L. Vanvitelli", Via Vivaldi 43, 81100 Caserta, Italy
| | - Menotti Ruvo
- Institute of Biostructures and Bioimaging (IBB)-CNR, Via Mezzocannone, 16, 80134 Napoli, Italy
| | - Nunzianna Doti
- Institute of Biostructures and Bioimaging (IBB)-CNR, Via Mezzocannone, 16, 80134 Napoli, Italy
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19
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Wesch N, Löhr F, Rogova N, Dötsch V, Rogov VV. A Concerted Action of UBA5 C-Terminal Unstructured Regions Is Important for Transfer of Activated UFM1 to UFC1. Int J Mol Sci 2021; 22:ijms22147390. [PMID: 34299007 PMCID: PMC8304084 DOI: 10.3390/ijms22147390] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Revised: 07/05/2021] [Accepted: 07/06/2021] [Indexed: 12/22/2022] Open
Abstract
Ubiquitin fold modifier 1 (UFM1) is a member of the ubiquitin-like protein family. UFM1 undergoes a cascade of enzymatic reactions including activation by UBA5 (E1), transfer to UFC1 (E2) and selective conjugation to a number of target proteins via UFL1 (E3) enzymes. Despite the importance of ufmylation in a variety of cellular processes and its role in the pathogenicity of many human diseases, the molecular mechanisms of the ufmylation cascade remains unclear. In this study we focused on the biophysical and biochemical characterization of the interaction between UBA5 and UFC1. We explored the hypothesis that the unstructured C-terminal region of UBA5 serves as a regulatory region, controlling cellular localization of the elements of the ufmylation cascade and effective interaction between them. We found that the last 20 residues in UBA5 are pivotal for binding to UFC1 and can accelerate the transfer of UFM1 to UFC1. We solved the structure of a complex of UFC1 and a peptide spanning the last 20 residues of UBA5 by NMR spectroscopy. This structure in combination with additional NMR titration and isothermal titration calorimetry experiments revealed the mechanism of interaction and confirmed the importance of the C-terminal unstructured region in UBA5 for the ufmylation cascade.
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Affiliation(s)
- Nicole Wesch
- Institute of Biophysical Chemistry, Center for Biomolecular Magnetic Resonance, Goethe-University Frankfurt, 60438 Frankfurt am Main, Germany; (N.W.); (F.L.); (N.R.)
| | - Frank Löhr
- Institute of Biophysical Chemistry, Center for Biomolecular Magnetic Resonance, Goethe-University Frankfurt, 60438 Frankfurt am Main, Germany; (N.W.); (F.L.); (N.R.)
| | - Natalia Rogova
- Institute of Biophysical Chemistry, Center for Biomolecular Magnetic Resonance, Goethe-University Frankfurt, 60438 Frankfurt am Main, Germany; (N.W.); (F.L.); (N.R.)
| | - Volker Dötsch
- Institute of Biophysical Chemistry, Center for Biomolecular Magnetic Resonance, Goethe-University Frankfurt, 60438 Frankfurt am Main, Germany; (N.W.); (F.L.); (N.R.)
- Structural Genomics Consortium, Buchmann Institute for Life Sciences, Goethe-University Frankfurt, 60438 Frankfurt am Main, Germany
- Correspondence: (V.D.); (V.V.R.)
| | - Vladimir V. Rogov
- Institute of Biophysical Chemistry, Center for Biomolecular Magnetic Resonance, Goethe-University Frankfurt, 60438 Frankfurt am Main, Germany; (N.W.); (F.L.); (N.R.)
- Structural Genomics Consortium, Buchmann Institute for Life Sciences, Goethe-University Frankfurt, 60438 Frankfurt am Main, Germany
- Institute of Pharmaceutical Chemistry, Goethe-University Frankfurt, 60438 Frankfurt am Main, Germany
- Correspondence: (V.D.); (V.V.R.)
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20
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Yperman K, Papageorgiou AC, Merceron R, De Munck S, Bloch Y, Eeckhout D, Jiang Q, Tack P, Grigoryan R, Evangelidis T, Van Leene J, Vincze L, Vandenabeele P, Vanhaecke F, Potocký M, De Jaeger G, Savvides SN, Tripsianes K, Pleskot R, Van Damme D. Distinct EH domains of the endocytic TPLATE complex confer lipid and protein binding. Nat Commun 2021; 12:3050. [PMID: 34031427 PMCID: PMC8144573 DOI: 10.1038/s41467-021-23314-6] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Accepted: 04/22/2021] [Indexed: 01/07/2023] Open
Abstract
Clathrin-mediated endocytosis (CME) is the gatekeeper of the plasma membrane. In contrast to animals and yeasts, CME in plants depends on the TPLATE complex (TPC), an evolutionary ancient adaptor complex. However, the mechanistic contribution of the individual TPC subunits to plant CME remains elusive. In this study, we used a multidisciplinary approach to elucidate the structural and functional roles of the evolutionary conserved N-terminal Eps15 homology (EH) domains of the TPC subunit AtEH1/Pan1. By integrating high-resolution structural information obtained by X-ray crystallography and NMR spectroscopy with all-atom molecular dynamics simulations, we provide structural insight into the function of both EH domains. Both domains bind phosphatidic acid with a different strength, and only the second domain binds phosphatidylinositol 4,5-bisphosphate. Unbiased peptidome profiling by mass-spectrometry revealed that the first EH domain preferentially interacts with the double N-terminal NPF motif of a previously unidentified TPC interactor, the integral membrane protein Secretory Carrier Membrane Protein 5 (SCAMP5). Furthermore, we show that AtEH/Pan1 proteins control the internalization of SCAMP5 via this double NPF peptide interaction motif. Collectively, our structural and functional studies reveal distinct but complementary roles of the EH domains of AtEH/Pan1 in plant CME and connect the internalization of SCAMP5 to the TPLATE complex.
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Affiliation(s)
- Klaas Yperman
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
- VIB Center for Plant Systems Biology, Ghent, Belgium
| | - Anna C Papageorgiou
- CEITEC-Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Romain Merceron
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
- VIB Center for Inflammation Research, Ghent, Belgium
| | - Steven De Munck
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
- VIB Center for Inflammation Research, Ghent, Belgium
| | - Yehudi Bloch
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
- VIB Center for Inflammation Research, Ghent, Belgium
| | - Dominique Eeckhout
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
- VIB Center for Plant Systems Biology, Ghent, Belgium
| | - Qihang Jiang
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
- VIB Center for Plant Systems Biology, Ghent, Belgium
| | - Pieter Tack
- Department of Chemistry, X-ray Microspectroscopy and Imaging - XMI Research Unit, Ghent University, Ghent, Belgium
| | - Rosa Grigoryan
- Department of Chemistry, Atomic & Mass Spectrometry - A&MS Research Unit, Ghent University, Ghent, Belgium
| | - Thomas Evangelidis
- CEITEC-Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Jelle Van Leene
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
- VIB Center for Plant Systems Biology, Ghent, Belgium
| | - Laszlo Vincze
- Department of Chemistry, X-ray Microspectroscopy and Imaging - XMI Research Unit, Ghent University, Ghent, Belgium
| | - Peter Vandenabeele
- Department of Chemistry, X-ray Microspectroscopy and Imaging - XMI Research Unit, Ghent University, Ghent, Belgium
- Archaeometry Research Group, Department of Archaeology, Ghent University, Ghent, Belgium
| | - Frank Vanhaecke
- Department of Chemistry, Atomic & Mass Spectrometry - A&MS Research Unit, Ghent University, Ghent, Belgium
| | - Martin Potocký
- Institute of Experimental Botany, Academy of Sciences of the Czech Republic, Prague 6, Czech Republic
| | - Geert De Jaeger
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
- VIB Center for Plant Systems Biology, Ghent, Belgium
| | - Savvas N Savvides
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium.
- VIB Center for Inflammation Research, Ghent, Belgium.
| | | | - Roman Pleskot
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium.
- VIB Center for Plant Systems Biology, Ghent, Belgium.
- Institute of Experimental Botany, Academy of Sciences of the Czech Republic, Prague 6, Czech Republic.
| | - Daniel Van Damme
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium.
- VIB Center for Plant Systems Biology, Ghent, Belgium.
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21
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NMR Structure Determinations of Small Proteins Using only One Fractionally 20% 13C- and Uniformly 100% 15N-Labeled Sample. Molecules 2021; 26:molecules26030747. [PMID: 33535444 PMCID: PMC7867066 DOI: 10.3390/molecules26030747] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Revised: 01/26/2021] [Accepted: 01/27/2021] [Indexed: 11/17/2022] Open
Abstract
Uniformly 13C- and 15N-labeled samples ensure fast and reliable nuclear magnetic resonance (NMR) assignments of proteins and are commonly used for structure elucidation by NMR. However, the preparation of uniformly labeled samples is a labor-intensive and expensive step. Reducing the portion of 13C-labeled glucose by a factor of five using a fractional 20% 13C- and 100% 15N-labeling scheme could lower the total chemical costs, yet retaining sufficient structural information of uniformly [13C, 15N]-labeled sample as a result of the improved sensitivity of NMR instruments. Moreover, fractional 13C-labeling can facilitate reliable resonance assignments of sidechains because of the biosynthetic pathways of each amino-acid. Preparation of only one [20% 13C, 100% 15N]-labeled sample for small proteins (<15 kDa) could also eliminate redundant sample preparations of 100% 15N-labeled and uniformly 100% [13C, 15N]-labeled samples of proteins. We determined the NMR structures of a small alpha-helical protein, the C domain of IgG-binding protein A from Staphylococcus aureus (SpaC), and a small beta-sheet protein, CBM64 module using [20% 13C, 100% 15N]-labeled sample and compared with the crystal structures and the NMR structures derived from the 100% [13C, 15N]-labeled sample. Our results suggest that one [20% 13C, 100% 15N]-labeled sample of small proteins could be routinely used as an alternative to conventional 100% [13C, 15N]-labeling for backbone resonance assignments, NMR structure determination, 15N-relaxation analysis, and ligand–protein interaction.
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22
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Immer C, Hacker C, Wöhnert J. Solution structure and RNA-binding of a minimal ProQ-homolog from Legionella pneumophila (Lpp1663). RNA (NEW YORK, N.Y.) 2020; 26:2031-2043. [PMID: 32989045 PMCID: PMC7668265 DOI: 10.1261/rna.077354.120] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Accepted: 09/23/2020] [Indexed: 05/04/2023]
Abstract
Small regulatory RNAs (sRNAs) play an important role for posttranscriptional gene regulation in bacteria. sRNAs recognize their target messenger RNAs (mRNAs) by base-pairing, which is often facilitated by interactions with the bacterial RNA-binding proteins Hfq or ProQ. The FinO/ProQ RNA-binding protein domain was first discovered in the bacterial repressor of conjugation, FinO. Since then, the functional role of FinO/ProQ-like proteins in posttranscriptional gene regulation was extensively studied in particular in the enterobacteria E. coli and Salmonella enterica and a wide range of sRNA-targets was identified for these proteins. In addition, enterobacterial ProQ homologs also recognize and protect the 3'-ends of a number of mRNAs from exonucleolytic degradation. However, the RNA-binding properties of FinO/ProQ proteins with regard to the recognition of different RNA targets are not yet fully understood. Here, we present the solution NMR structure of the so far functionally uncharacterized ProQ homolog Lpp1663 from Legionella pneumophila as a newly confirmed member and a minimal model system of the FinO/ProQ protein family. In addition, we characterize the RNA-binding preferences of Lpp1663 with high resolution NMR spectroscopy and isothermal titration calorimetry (ITC). Our results suggest a binding preference for single-stranded uridine-rich RNAs in the vicinity of stable stem-loop structures. According to chemical shift perturbation experiments, the single-stranded U-rich RNAs interact mainly with a conserved RNA-binding surface on the concave site of Lpp1663.
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Affiliation(s)
- Carina Immer
- Institute of Molecular Biosciences and Center for Biomolecular Magnetic Resonance (BMRZ), Johann-Wolfgang-Goethe-University, Frankfurt 60438, Germany
| | - Carolin Hacker
- Institute of Molecular Biosciences and Center for Biomolecular Magnetic Resonance (BMRZ), Johann-Wolfgang-Goethe-University, Frankfurt 60438, Germany
| | - Jens Wöhnert
- Institute of Molecular Biosciences and Center for Biomolecular Magnetic Resonance (BMRZ), Johann-Wolfgang-Goethe-University, Frankfurt 60438, Germany
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23
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Shin J, Singal B, Sony Subramanian Manimekalai M, Wei Chen M, Ragunathan P, Grüber G. Atomic structure of, and valine binding to the regulatory ACT domain of the Mycobacterium tuberculosis Rel protein. FEBS J 2020; 288:2377-2397. [PMID: 33067840 DOI: 10.1111/febs.15600] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 09/14/2020] [Accepted: 10/07/2020] [Indexed: 12/30/2022]
Abstract
The stringent response, regulated by the bifunctional (p)ppGpp synthetase/hydrolase Rel in mycobacteria, is critical for long-term survival of the drug-tolerant dormant state of Mycobacterium tuberculosis. During amino acid starvation, MtRel senses a drop in amino acid concentration and synthesizes the messengers pppGpp and ppGpp, collectively called (p)ppGpp. Here, we investigate the role of the regulatory 'Aspartokinase, Chorismate mutase and TyrA' (ACT) domain in MtRel. Using NMR spectroscopy approaches, we report the high-resolution structure of dimeric MtRel ACT which selectively binds to valine out of all other branched-chain amino acids tested. A set of MtRel ACT mutants were generated to identify the residues required for maintaining the head-to-tail dimer. Through NMR titrations, we determined the crucial residues for binding of valine and show structural rearrangement of the MtRel ACT dimer in the presence of valine. This study suggests the direct involvement of amino acids in (p)ppGpp accumulation mediated by MtRel independent to interactions with stalled ribosomes. Database Structural data are available in the PDB database under the accession number 6LXG.
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Affiliation(s)
- Joon Shin
- School of Biological Sciences, Nanyang Technological University, Singapore City, Singapore
| | - Bharti Singal
- School of Biological Sciences, Nanyang Technological University, Singapore City, Singapore
| | | | - Ming Wei Chen
- School of Biological Sciences, Nanyang Technological University, Singapore City, Singapore
| | - Priya Ragunathan
- School of Biological Sciences, Nanyang Technological University, Singapore City, Singapore
| | - Gerhard Grüber
- School of Biological Sciences, Nanyang Technological University, Singapore City, Singapore
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24
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Solid-State NMR for Studying the Structure and Dynamics of Viral Assemblies. Viruses 2020; 12:v12101069. [PMID: 32987909 PMCID: PMC7599928 DOI: 10.3390/v12101069] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 09/21/2020] [Accepted: 09/21/2020] [Indexed: 12/14/2022] Open
Abstract
Structural virology reveals the architecture underlying infection. While notably electron microscopy images have provided an atomic view on viruses which profoundly changed our understanding of these assemblies incapable of independent life, spectroscopic techniques like NMR enter the field with their strengths in detailed conformational analysis and investigation of dynamic behavior. Typically, the large assemblies represented by viral particles fall in the regime of biological high-resolution solid-state NMR, able to follow with high sensitivity the path of the viral proteins through their interactions and maturation steps during the viral life cycle. We here trace the way from first solid-state NMR investigations to the state-of-the-art approaches currently developing, including applications focused on HIV, HBV, HCV and influenza, and an outlook to the possibilities opening in the coming years.
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25
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An autoinhibitory intramolecular interaction proof-reads RNA recognition by the essential splicing factor U2AF2. Proc Natl Acad Sci U S A 2020; 117:7140-7149. [PMID: 32188783 DOI: 10.1073/pnas.1913483117] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
The recognition of cis-regulatory RNA motifs in human transcripts by RNA binding proteins (RBPs) is essential for gene regulation. The molecular features that determine RBP specificity are often poorly understood. Here, we combined NMR structural biology with high-throughput iCLIP approaches to identify a regulatory mechanism for U2AF2 RNA recognition. We found that the intrinsically disordered linker region connecting the two RNA recognition motif (RRM) domains of U2AF2 mediates autoinhibitory intramolecular interactions to reduce nonproductive binding to weak Py-tract RNAs. This proofreading favors binding of U2AF2 at stronger Py-tracts, as required to define 3' splice sites at early stages of spliceosome assembly. Mutations that impair the linker autoinhibition enhance the affinity for weak Py-tracts result in promiscuous binding of U2AF2 along mRNAs and impact on splicing fidelity. Our findings highlight an important role of intrinsically disordered linkers to modulate RNA interactions of multidomain RBPs.
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26
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Watzel J, Hacker C, Duchardt-Ferner E, Bode HB, Wöhnert J. A New Docking Domain Type in the Peptide-Antimicrobial-Xenorhabdus Peptide Producing Nonribosomal Peptide Synthetase from Xenorhabdus bovienii. ACS Chem Biol 2020; 15:982-989. [DOI: 10.1021/acschembio.9b01022] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Jonas Watzel
- Molecular Biotechnology, Institute of Molecular Biosciences, Goethe University Frankfurt, 60438 Frankfurt am Main, Germany
| | - Carolin Hacker
- Institute of Molecular Biosciences and Center for Biomolecular Magnetic Resonance (BMRZ), Goethe University Frankfurt, 60438 Frankfurt am Main, Germany
| | - Elke Duchardt-Ferner
- Institute of Molecular Biosciences and Center for Biomolecular Magnetic Resonance (BMRZ), Goethe University Frankfurt, 60438 Frankfurt am Main, Germany
| | - Helge B. Bode
- Molecular Biotechnology, Institute of Molecular Biosciences, Goethe University Frankfurt, 60438 Frankfurt am Main, Germany
- Buchmann Institute for Molecular Life Sciences (BMLS), Goethe University Frankfurt, 60438 Frankfurt am Main, Germany
- Senckenberg Gesellschaft für Naturforschung, 60325 Frankfurt am Main, Germany
| | - Jens Wöhnert
- Institute of Molecular Biosciences and Center for Biomolecular Magnetic Resonance (BMRZ), Goethe University Frankfurt, 60438 Frankfurt am Main, Germany
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27
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Duggan BM, Cullum R, Fenical W, Amador LA, Rodríguez AD, La Clair JJ. Searching for Small Molecules with an Atomic Sort. Angew Chem Int Ed Engl 2020. [DOI: 10.1002/ange.201911862] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Brendan M. Duggan
- Skaggs School of Pharmacy and Pharmaceutical Sciences University of California, San Diego 9500 Gilman Drive La Jolla CA 92093 USA
| | - Reiko Cullum
- Center for Marine Biotechnology and Biomedicine Scripps Institution of Oceanography University of California, San Diego La Jolla CA 92093-0204 USA
| | - William Fenical
- Center for Marine Biotechnology and Biomedicine Scripps Institution of Oceanography University of California, San Diego La Jolla CA 92093-0204 USA
| | - Luis A. Amador
- Molecular Sciences Research Center University of Puerto Rico 1390 Ponce de León Avenue San Juan 00926 Puerto Rico
| | - Abimael D. Rodríguez
- Molecular Sciences Research Center University of Puerto Rico 1390 Ponce de León Avenue San Juan 00926 Puerto Rico
| | - James J. La Clair
- Department of Chemistry and Biochemistry University of California San Diego 9500 Gilman Drive, La Jolla CA 92093 USA
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28
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Duggan BM, Cullum R, Fenical W, Amador LA, Rodríguez AD, La Clair JJ. Searching for Small Molecules with an Atomic Sort. Angew Chem Int Ed Engl 2020; 59:1144-1148. [PMID: 31696595 PMCID: PMC6942196 DOI: 10.1002/anie.201911862] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Revised: 10/24/2019] [Indexed: 12/14/2022]
Abstract
The discovery of biologically active small molecules requires sifting through large amounts of data to identify unique or unusual arrangements of atoms. Here, we develop, test and evaluate an atom-based sort to identify novel features of secondary metabolites and demonstrate its use to evaluate novelty in marine microbial and sponge extracts. This study outlines an important ongoing advance towards the translation of autonomous systems to identify, and ultimately elucidate, atomic novelty within a complex mixture of small molecules.
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Affiliation(s)
- Brendan M Duggan
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA, 92093, USA
| | - Reiko Cullum
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California, San Diego, La Jolla, CA, 92093-0204, USA
| | - William Fenical
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California, San Diego, La Jolla, CA, 92093-0204, USA
| | - Luis A Amador
- Molecular Sciences Research Center, University of Puerto Rico, 1390 Ponce de León Avenue, San Juan, 00926, Puerto Rico
| | - Abimael D Rodríguez
- Molecular Sciences Research Center, University of Puerto Rico, 1390 Ponce de León Avenue, San Juan, 00926, Puerto Rico
| | - James J La Clair
- Department of Chemistry and Biochemistry, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA, 92093, USA
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29
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Valencia AM, Collings CK, Dao HT, St Pierre R, Cheng YC, Huang J, Sun ZY, Seo HS, Mashtalir N, Comstock DE, Bolonduro O, Vangos NE, Yeoh ZC, Dornon MK, Hermawan C, Barrett L, Dhe-Paganon S, Woolf CJ, Muir TW, Kadoch C. Recurrent SMARCB1 Mutations Reveal a Nucleosome Acidic Patch Interaction Site That Potentiates mSWI/SNF Complex Chromatin Remodeling. Cell 2019; 179:1342-1356.e23. [PMID: 31759698 PMCID: PMC7175411 DOI: 10.1016/j.cell.2019.10.044] [Citation(s) in RCA: 80] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Revised: 09/02/2019] [Accepted: 10/30/2019] [Indexed: 12/21/2022]
Abstract
Mammalian switch/sucrose non-fermentable (mSWI/SNF) complexes are multi-component machines that remodel chromatin architecture. Dissection of the subunit- and domain-specific contributions to complex activities is needed to advance mechanistic understanding. Here, we examine the molecular, structural, and genome-wide regulatory consequences of recurrent, single-residue mutations in the putative coiled-coil C-terminal domain (CTD) of the SMARCB1 (BAF47) subunit, which cause the intellectual disability disorder Coffin-Siris syndrome (CSS), and are recurrently found in cancers. We find that the SMARCB1 CTD contains a basic α helix that binds directly to the nucleosome acidic patch and that all CSS-associated mutations disrupt this binding. Furthermore, these mutations abrogate mSWI/SNF-mediated nucleosome remodeling activity and enhancer DNA accessibility without changes in genome-wide complex localization. Finally, heterozygous CSS-associated SMARCB1 mutations result in dominant gene regulatory and morphologic changes during iPSC-neuronal differentiation. These studies unmask an evolutionarily conserved structural role for the SMARCB1 CTD that is perturbed in human disease.
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Affiliation(s)
- Alfredo M Valencia
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02215, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Chemical Biology Program, Harvard University, Cambridge, MA 02138, USA
| | - Clayton K Collings
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02215, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Hai T Dao
- Department of Chemistry, Princeton University, Princeton, NJ 08544, USA
| | - Roodolph St Pierre
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02215, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Chemical Biology Program, Harvard University, Cambridge, MA 02138, USA
| | - Yung-Chih Cheng
- F.M. Kirby Neurobiology Center, Boston Children's Hospital, Boston, MA 02115, USA; Department of Neurobiology, Harvard Medical School, Boston, MA 02115, USA; Harvard Stem Cell Institute, Cambridge, MA 02138, USA
| | - Junwei Huang
- F.M. Kirby Neurobiology Center, Boston Children's Hospital, Boston, MA 02115, USA; Department of Neurobiology, Harvard Medical School, Boston, MA 02115, USA; Harvard Stem Cell Institute, Cambridge, MA 02138, USA
| | - Zhen-Yu Sun
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Biological Chemistry & Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA
| | - Hyuk-Soo Seo
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Biological Chemistry & Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA
| | - Nazar Mashtalir
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02215, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Dawn E Comstock
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02215, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Program in Immunology, Harvard Medical School, Boston, MA 02115, USA
| | - Olubusayo Bolonduro
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02215, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Nicholas E Vangos
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Biological Chemistry & Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA
| | - Zoe C Yeoh
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Biological Chemistry & Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA
| | - Mary Kate Dornon
- F.M. Kirby Neurobiology Center, Boston Children's Hospital, Boston, MA 02115, USA; Department of Neurobiology, Harvard Medical School, Boston, MA 02115, USA; Harvard Stem Cell Institute, Cambridge, MA 02138, USA
| | - Crystal Hermawan
- F.M. Kirby Neurobiology Center, Boston Children's Hospital, Boston, MA 02115, USA; Department of Neurobiology, Harvard Medical School, Boston, MA 02115, USA; Harvard Stem Cell Institute, Cambridge, MA 02138, USA
| | - Lee Barrett
- F.M. Kirby Neurobiology Center, Boston Children's Hospital, Boston, MA 02115, USA; Department of Neurobiology, Harvard Medical School, Boston, MA 02115, USA; Harvard Stem Cell Institute, Cambridge, MA 02138, USA
| | - Sirano Dhe-Paganon
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Clifford J Woolf
- F.M. Kirby Neurobiology Center, Boston Children's Hospital, Boston, MA 02115, USA; Department of Neurobiology, Harvard Medical School, Boston, MA 02115, USA; Harvard Stem Cell Institute, Cambridge, MA 02138, USA
| | - Tom W Muir
- Department of Chemistry, Princeton University, Princeton, NJ 08544, USA
| | - Cigall Kadoch
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02215, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
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30
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Wei X, Li ZC, Li SJ, Peng XB, Zhao Q. Protein structure determination using a Riemannian approach. FEBS Lett 2019; 594:1036-1051. [PMID: 31769509 DOI: 10.1002/1873-3468.13688] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2019] [Revised: 10/31/2019] [Accepted: 11/14/2019] [Indexed: 11/05/2022]
Abstract
Protein NMR structure determination is one of the most extensively studied problems. Here, we adopt a novel method based on a matrix completion technique - the Riemannian approach - to rebuild the protein structure from the nuclear Overhauser effect distance restraints and the dihedral angle restraints. In comparison with the cyana method, the results generated via the Riemannian approach are more similar to the standard X-ray crystallographic structures as a result of the simple but powerful internal calculation processing function. In addition, our results demonstrate that the Riemannian approach has a comparable or even better performance than the cyana method on other structural assessment metrics, including the stereochemical quality and restraint violations. The Riemannian approach software is available at: https://github.com/xubiaopeng/Protein_Recon_MCRiemman.
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Affiliation(s)
- Xian Wei
- Center for Quantum Technology Research, School of Physics, Beijing Institute of Technology, China.,Department of Science, Taiyuan Institute of Technology, China
| | - Zhi-Cheng Li
- Department of Physics, Taiyuan Normal University, China
| | - Shi-Jian Li
- Center for Quantum Technology Research, School of Physics, Beijing Institute of Technology, China
| | - Xu-Biao Peng
- Center for Quantum Technology Research, School of Physics, Beijing Institute of Technology, China
| | - Qing Zhao
- Center for Quantum Technology Research, School of Physics, Beijing Institute of Technology, China
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31
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Ankush Jagtap PK, Müller M, Masiewicz P, von Bülow S, Hollmann NM, Chen PC, Simon B, Thomae AW, Becker PB, Hennig J. Structure, dynamics and roX2-lncRNA binding of tandem double-stranded RNA binding domains dsRBD1,2 of Drosophila helicase Maleless. Nucleic Acids Res 2019; 47:4319-4333. [PMID: 30805612 PMCID: PMC6486548 DOI: 10.1093/nar/gkz125] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2018] [Revised: 01/31/2019] [Accepted: 02/22/2019] [Indexed: 12/19/2022] Open
Abstract
Maleless (MLE) is an evolutionary conserved member of the DExH family of helicases in Drosophila. Besides its function in RNA editing and presumably siRNA processing, MLE is best known for its role in remodelling non-coding roX RNA in the context of X chromosome dosage compensation in male flies. MLE and its human orthologue, DHX9 contain two tandem double-stranded RNA binding domains (dsRBDs) located at the N-terminal region. The two dsRBDs are essential for localization of MLE at the X-territory and it is presumed that this involves binding roX secondary structures. However, for dsRBD1 roX RNA binding has so far not been described. Here, we determined the solution NMR structure of dsRBD1 and dsRBD2 of MLE in tandem and investigated its role in double-stranded RNA (dsRNA) binding. Our NMR and SAXS data show that both dsRBDs act as independent structural modules in solution and are canonical, non-sequence-specific dsRBDs featuring non-canonical KKxAXK RNA binding motifs. NMR titrations combined with filter binding experiments and isothermal titration calorimetry (ITC) document the contribution of dsRBD1 to dsRNA binding in vitro. Curiously, dsRBD1 mutants in which dsRNA binding in vitro is strongly compromised do not affect roX2 RNA binding and MLE localization in cells. These data suggest alternative functions for dsRBD1 in vivo.
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Affiliation(s)
- Pravin Kumar Ankush Jagtap
- Structural and Computational Biology Unit, European Molecular Biology Laboratory (EMBL) Heidelberg, 69117 Heidelberg, Germany
| | - Marisa Müller
- Biomedical Center and Center for Integrated Protein Science, Ludwig-Maximilians-University, 82152 Martinsried, Germany
| | - Pawel Masiewicz
- Structural and Computational Biology Unit, European Molecular Biology Laboratory (EMBL) Heidelberg, 69117 Heidelberg, Germany
| | - Sören von Bülow
- Structural and Computational Biology Unit, European Molecular Biology Laboratory (EMBL) Heidelberg, 69117 Heidelberg, Germany
| | - Nele Merret Hollmann
- Structural and Computational Biology Unit, European Molecular Biology Laboratory (EMBL) Heidelberg, 69117 Heidelberg, Germany.,Collaboration for joint PhD degree between EMBL and Heidelberg University, Faculty of Biosciences
| | - Po-Chia Chen
- Structural and Computational Biology Unit, European Molecular Biology Laboratory (EMBL) Heidelberg, 69117 Heidelberg, Germany
| | - Bernd Simon
- Structural and Computational Biology Unit, European Molecular Biology Laboratory (EMBL) Heidelberg, 69117 Heidelberg, Germany
| | - Andreas W Thomae
- Biomedical Center and Center for Integrated Protein Science, Ludwig-Maximilians-University, 82152 Martinsried, Germany
| | - Peter B Becker
- Biomedical Center and Center for Integrated Protein Science, Ludwig-Maximilians-University, 82152 Martinsried, Germany
| | - Janosch Hennig
- Structural and Computational Biology Unit, European Molecular Biology Laboratory (EMBL) Heidelberg, 69117 Heidelberg, Germany
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32
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Siebenmorgen T, Zacharias M. Computational prediction of protein–protein binding affinities. WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL MOLECULAR SCIENCE 2019. [DOI: 10.1002/wcms.1448] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Affiliation(s)
- Till Siebenmorgen
- Physics Department T38 Technical University of Munich Garching Germany
| | - Martin Zacharias
- Physics Department T38 Technical University of Munich Garching Germany
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33
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Li Z, Li S, Wei X, Zhao Q. Scaled Alternating Steepest Descent Algorithm Applied for Protein Structure Determination from Nuclear Magnetic Resonance Data. J Comput Biol 2019; 26:1020-1029. [DOI: 10.1089/cmb.2019.0013] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Zhicheng Li
- Center for Quantum Technology Research, School of Physics, Beijing Institute of Technology, Beijing, China
| | - Shijian Li
- Center for Quantum Technology Research, School of Physics, Beijing Institute of Technology, Beijing, China
| | - Xian Wei
- Center for Quantum Technology Research, School of Physics, Beijing Institute of Technology, Beijing, China
| | - Qing Zhao
- Center for Quantum Technology Research, School of Physics, Beijing Institute of Technology, Beijing, China
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34
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Bowman SEJ, Backman LRF, Bjork RE, Andorfer MC, Yori S, Caruso A, Stultz CM, Drennan CL. Solution structure and biochemical characterization of a spare part protein that restores activity to an oxygen-damaged glycyl radical enzyme. J Biol Inorg Chem 2019; 24:817-829. [PMID: 31250200 DOI: 10.1007/s00775-019-01681-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Accepted: 06/21/2019] [Indexed: 10/26/2022]
Abstract
Glycyl radical enzymes (GREs) utilize a glycyl radical cofactor to carry out a diverse array of chemically challenging enzymatic reactions in anaerobic bacteria. Although the glycyl radical is a powerful catalyst, it is also oxygen sensitive such that oxygen exposure causes cleavage of the GRE at the site of the radical. This oxygen sensitivity presents a challenge to facultative anaerobes dwelling in areas prone to oxygen exposure. Once GREs are irreversibly oxygen damaged, cells either need to make new GREs or somehow repair the damaged one. One particular GRE, pyruvate formate lyase (PFL), can be repaired through the binding of a 14.3 kDa protein, termed YfiD, which is constitutively expressed in E. coli. Herein, we have solved a solution structure of this 'spare part' protein using nuclear magnetic resonance spectroscopy. These data, coupled with data from circular dichroism, indicate that YfiD has an inherently flexible N-terminal region (residues 1-60) that is followed by a C-terminal region (residues 72-127) that has high similarity to the glycyl radical domain of PFL. Reconstitution of PFL activity requires that YfiD binds within the core of the PFL barrel fold; however, modeling suggests that oxygen-damaged, i.e. cleaved, PFL cannot fully accommodate YfiD. We further report that a PFL variant that mimics the oxygen-damaged enzyme is highly susceptible to proteolysis, yielding additionally truncated forms of PFL. One such PFL variant of ~ 77 kDa makes an ideal scaffold for the accommodation of YfiD. A molecular model for the rescue of PFL activity by YfiD is presented.
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Affiliation(s)
- Sarah E J Bowman
- Howard Hughes Medical Institute, Massachusetts Institute of Technology, Building 68-680, Cambridge, MA, 02139, USA.,Department of Chemistry, Massachusetts Institute of Technology, Building 68-680, Cambridge, MA, 02139, USA.,Hauptman-Woodward Medical Research Institute, Buffalo, NY, 14203, USA
| | - Lindsey R F Backman
- Department of Chemistry, Massachusetts Institute of Technology, Building 68-680, Cambridge, MA, 02139, USA.,MIT Summer Research Program (MSRP), Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Rebekah E Bjork
- Howard Hughes Medical Institute, Massachusetts Institute of Technology, Building 68-680, Cambridge, MA, 02139, USA
| | - Mary C Andorfer
- Howard Hughes Medical Institute, Massachusetts Institute of Technology, Building 68-680, Cambridge, MA, 02139, USA.,Department of Biology, Massachusetts Institute of Technology, Building 68-680, Cambridge, MA, 02139, USA
| | - Santiago Yori
- MIT Summer Research Program (MSRP), Massachusetts Institute of Technology, Cambridge, MA, 02139, USA.,Department of Molecular and Cell Biology, University of California Berkeley, Berkeley, CA, 94720, USA
| | - Alessio Caruso
- MIT Summer Research Program (MSRP), Massachusetts Institute of Technology, Cambridge, MA, 02139, USA.,Department of Chemistry, Princeton University, Princeton, NJ, 08544, USA
| | - Collin M Stultz
- Electrical Engineering and Computer Science and Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, 02319, USA.,Division of Cardiovascular Medicine, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Catherine L Drennan
- Howard Hughes Medical Institute, Massachusetts Institute of Technology, Building 68-680, Cambridge, MA, 02139, USA. .,Department of Chemistry, Massachusetts Institute of Technology, Building 68-680, Cambridge, MA, 02139, USA. .,Department of Biology, Massachusetts Institute of Technology, Building 68-680, Cambridge, MA, 02139, USA. .,Center for Environmental Health, Massachusetts Institute of Technology, Building 68-680, Cambridge, MA, 02139, USA.
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35
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Tripsianes K, Schütz U, Emmanouilidis L, Gemmecker G, Sattler M. Selective isotope labeling for NMR structure determination of proteins in complex with unlabeled ligands. JOURNAL OF BIOMOLECULAR NMR 2019; 73:183-189. [PMID: 31041647 PMCID: PMC6525670 DOI: 10.1007/s10858-019-00241-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/10/2018] [Accepted: 03/19/2019] [Indexed: 06/09/2023]
Abstract
The physiological role of proteins is frequently linked to interactions with non-protein ligands or posttranslational modifications. Structural characterization of these complexes or modified proteins by NMR may be difficult as the ligands are usually not available in an isotope-labeled form and NMR spectra may suffer from signal overlap. Here, we present an optimized approach that uses specific NMR isotope-labeling schemes for overcoming both hurdles. This approach enabled the high-resolution structure determination of the farnesylated C-terminal domain of the peroxisomal protein PEX19. The approach combines specific 13C, 15N and 2H isotope labeling with tailored NMR experiments to (i) unambiguously identify the NMR frequencies and the stereochemistry of the unlabeled 15-carbon isoprenoid, (ii) resolve the NMR signals of protein methyl groups that contact the farnesyl moiety and (iii) enable the unambiguous assignment of a large number of protein-farnesyl NOEs. Protein deuteration was combined with selective isotope-labeling and protonation of amino acids and methyl groups to resolve ambiguities for key residues that contact the farnesyl group. Sidechain-labeling of leucines, isoleucines, methionines, and phenylalanines, reduced spectral overlap, facilitated assignments and yielded high quality NOE correlations to the unlabeled farnesyl. This approach was crucial to enable the first NMR structure of a farnesylated protein. The approach is readily applicable for NMR structural analysis of a wide range of protein-ligand complexes, where isotope-labeling of ligands is not well feasible.
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Affiliation(s)
- Konstantinos Tripsianes
- CEITEC-Central European Institute of Technology, Masaryk University, Kamenice 5, 62500, Brno, Czech Republic.
| | - Ulrike Schütz
- Institute of Structural Biology, Helmholtz Zentrum München, Ingolstädter Landstr. 1, 85764, Neuherberg, Germany
- Center for Integrated Protein Science Munich at Chair of Biomolecular NMR, Department Chemie, Technische Universität München, Lichtenbergstr. 4, 85747, Garching, Germany
| | - Leonidas Emmanouilidis
- Institute of Structural Biology, Helmholtz Zentrum München, Ingolstädter Landstr. 1, 85764, Neuherberg, Germany
- Center for Integrated Protein Science Munich at Chair of Biomolecular NMR, Department Chemie, Technische Universität München, Lichtenbergstr. 4, 85747, Garching, Germany
| | - Gerd Gemmecker
- Institute of Structural Biology, Helmholtz Zentrum München, Ingolstädter Landstr. 1, 85764, Neuherberg, Germany
- Center for Integrated Protein Science Munich at Chair of Biomolecular NMR, Department Chemie, Technische Universität München, Lichtenbergstr. 4, 85747, Garching, Germany
| | - Michael Sattler
- Institute of Structural Biology, Helmholtz Zentrum München, Ingolstädter Landstr. 1, 85764, Neuherberg, Germany.
- Center for Integrated Protein Science Munich at Chair of Biomolecular NMR, Department Chemie, Technische Universität München, Lichtenbergstr. 4, 85747, Garching, Germany.
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36
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Global response of diacylglycerol kinase towards substrate binding observed by 2D and 3D MAS NMR. Sci Rep 2019; 9:3995. [PMID: 30850624 PMCID: PMC6408475 DOI: 10.1038/s41598-019-40264-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2018] [Accepted: 02/11/2019] [Indexed: 01/01/2023] Open
Abstract
Escherichia coli diacylglycerol kinase (DGK) is an integral membrane protein, which catalyses the ATP-dependent phosphorylation of diacylglycerol (DAG) to phosphatic acid (PA). It is a unique trimeric enzyme, which does not share sequence homology with typical kinases. It exhibits a notable complexity in structure and function despite of its small size. Here, chemical shift assignment of wild-type DGK within lipid bilayers was carried out based on 3D MAS NMR, utilizing manual and automatic analysis protocols. Upon nucleotide binding, extensive chemical shift perturbations could be observed. These data provide evidence for a symmetric DGK trimer with all of its three active sites concurrently occupied. Additionally, we could detect that the nucleotide substrate induces a substantial conformational change, most likely directing DGK into its catalytic active form. Furthermore, functionally relevant interprotomer interactions are identified by DNP-enhanced MAS NMR in combination with site-directed mutagenesis and functional assays.
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37
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Xu ER, von Bülow S, Chen PC, Lenting PJ, Kolšek K, Aponte-Santamaría C, Simon B, Foot J, Obser T, Schneppenheim R, Gräter F, Denis CV, Wilmanns M, Hennig J. Structure and dynamics of the platelet integrin-binding C4 domain of von Willebrand factor. Blood 2019; 133:366-376. [PMID: 30305279 PMCID: PMC6450055 DOI: 10.1182/blood-2018-04-843615] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2018] [Accepted: 09/24/2018] [Indexed: 12/22/2022] Open
Abstract
Von Willebrand factor (VWF) is a key player in the regulation of hemostasis by promoting recruitment of platelets to sites of vascular injury. An array of 6 C domains forms the dimeric C-terminal VWF stem. Upon shear force activation, the stem adopts an open conformation allowing the adhesion of VWF to platelets and the vessel wall. To understand the underlying molecular mechanism and associated functional perturbations in disease-related variants, knowledge of high-resolution structures and dynamics of C domains is of paramount interest. Here, we present the solution structure of the VWF C4 domain, which binds to the platelet integrin and is therefore crucial for the VWF function. In the structure, we observed 5 intra- and inter-subdomain disulfide bridges, of which 1 is unique in the C4 domain. The structure further revealed an unusually hinged 2-subdomain arrangement. The hinge is confined to a very short segment around V2547 connecting the 2 subdomains. Together with 2 nearby inter-subdomain disulfide bridges, this hinge induces slow conformational changes and positional alternations of both subdomains with respect to each other. Furthermore, the structure demonstrates that a clinical gain-of-function VWF variant (Y2561) is more likely to have an effect on the arrangement of the C4 domain with neighboring domains rather than impairing platelet integrin binding.
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Affiliation(s)
- Emma-Ruoqi Xu
- Hamburg Unit, European Molecular Biology Laboratory, Hamburg, Germany
| | - Sören von Bülow
- Structural and Computational Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Po-Chia Chen
- Structural and Computational Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Peter J Lenting
- INSERM, UMR_S 1176, Université Paris-Sud, Université Paris-Saclay, Le Kremlin-Bicêtre, France
| | - Katra Kolšek
- Heidelberg Institute for Theoretical Studies, Heidelberg, Germany
| | - Camilo Aponte-Santamaría
- Heidelberg Institute for Theoretical Studies, Heidelberg, Germany
- Interdisciplinary Center for Scientific Computing, Mathematikon, Heidelberg University, Heidelberg, Germany
- Max Planck Tandem Group in Computational Biophysics, University of Los Andes, Bogotá, Colombia
| | - Bernd Simon
- Structural and Computational Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Jaelle Foot
- Structural and Computational Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Tobias Obser
- Department of Pediatric Hematology and Oncology, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany; and
| | - Reinhard Schneppenheim
- Department of Pediatric Hematology and Oncology, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany; and
| | - Frauke Gräter
- Heidelberg Institute for Theoretical Studies, Heidelberg, Germany
| | - Cécile V Denis
- INSERM, UMR_S 1176, Université Paris-Sud, Université Paris-Saclay, Le Kremlin-Bicêtre, France
| | - Matthias Wilmanns
- Hamburg Unit, European Molecular Biology Laboratory, Hamburg, Germany
- University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Janosch Hennig
- Structural and Computational Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
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38
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Breindel L, Burz DS, Shekhtman A. Interaction proteomics by using in-cell NMR spectroscopy. J Proteomics 2019; 191:202-211. [PMID: 29427760 PMCID: PMC6082733 DOI: 10.1016/j.jprot.2018.02.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2017] [Revised: 01/31/2018] [Accepted: 02/04/2018] [Indexed: 12/17/2022]
Abstract
A synopsis of in-cell NMR spectroscopic approaches to study interaction proteomics in prokaryotic and eukaryotic cells is presented. We describe the use of in-cell NMR spectroscopy to resolve high resolution protein structures, discuss methodologies for determining and analyzing high and low affinity protein-target structural interactions, including intrinsically disordered proteins, and detail important functional interactions that result from these interactions. SIGNIFICANCE: The ultimate goal of structural and biochemical research is to understand how macromolecular interactions give rise to and regulate biological activity in living cells. The challenge is formidable due to the complexity that arises not only from the number of proteins (genes) expressed by the organism, but also from the combinatorial interactions between them. Despite ongoing efforts to decipher the complex nature of protein interactions, new methods for structurally characterizing protein complexes are needed to fully understand molecular networks. With the onset of in-cell NMR spectroscopy, molecular structures and interactions can be studied under physiological conditions shedding light on the structural underpinning of biological activity.
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Affiliation(s)
- Leonard Breindel
- Department of Chemistry, University at Albany, State University of New York, Albany, NY 12222, USA
| | - David S Burz
- Department of Chemistry, University at Albany, State University of New York, Albany, NY 12222, USA
| | - Alexander Shekhtman
- Department of Chemistry, University at Albany, State University of New York, Albany, NY 12222, USA.
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39
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Vila JA, Arnautova YA. 13C Chemical Shifts in Proteins: A Rich Source of Encoded Structural Information. SPRINGER SERIES ON BIO- AND NEUROSYSTEMS 2019. [PMCID: PMC7123919 DOI: 10.1007/978-3-319-95843-9_20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Despite the formidable progress in Nuclear Magnetic Resonance (NMR) spectroscopy, quality assessment of NMR-derived structures remains as an important problem. Thus, validation of protein structures is essential for the spectroscopists, since it could enable them to detect structural flaws and potentially guide their efforts in further refinement. Moreover, availability of accurate and efficient validation tools would help molecular biologists and computational chemists to evaluate quality of available experimental structures and to select a protein model which is the most suitable for a given scientific problem. The 13Cα nuclei are ubiquitous in proteins, moreover, their shieldings are easily obtainable from NMR experiments and represent a rich source of encoded structural information that makes 13Cα chemical shifts an attractive candidate for use in computational methods aimed at determination and validation of protein structures. In this chapter, the basis of a novel methodology of computing, at the quantum chemical level of theory, the 13Cα shielding for the amino acid residues in proteins is described. We also identify and examine the main factors affecting the 13Cα-shielding computation. Finally, we illustrate how the information encoded in the 13C chemical shifts can be used for a number of applications, viz., from protein structure prediction of both α-helical and β-sheet conformations, to determination of the fraction of the tautomeric forms of the imidazole ring of histidine in proteins as a function of pH or to accurate detection of structural flaws, at a residue-level, in NMR-determined protein models.
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40
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Hacker C, Cai X, Kegler C, Zhao L, Weickhmann AK, Wurm JP, Bode HB, Wöhnert J. Structure-based redesign of docking domain interactions modulates the product spectrum of a rhabdopeptide-synthesizing NRPS. Nat Commun 2018; 9:4366. [PMID: 30341296 PMCID: PMC6195595 DOI: 10.1038/s41467-018-06712-1] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2017] [Accepted: 09/21/2018] [Indexed: 12/18/2022] Open
Abstract
Several peptides in clinical use are derived from non-ribosomal peptide synthetases (NRPS). In these systems multiple NRPS subunits interact with each other in a specific linear order mediated by specific docking domains (DDs), whose structures are not known yet, to synthesize well-defined peptide products. In contrast to classical NRPSs, single-module NRPS subunits responsible for the generation of rhabdopeptide/xenortide-like peptides (RXPs) can act in different order depending on subunit stoichiometry thereby producing peptide libraries. To define the basis for their unusual interaction patterns, we determine the structures of all N-terminal DDs (NDDs) as well as of an NDD-CDD complex and characterize all putative DD interactions thermodynamically for such a system. Key amino acid residues for DD interactions are identified that upon their exchange change the DD affinity and result in predictable changes in peptide production. Recognition rules for DD interactions are identified that also operate in other megasynthase complexes. Rhabdopeptides are synthesized by non-ribosomal peptide synthetases (NRPSs) and the multiple NRPS subunits interact through docking domains (DD). Here the authors provide insights into DD interaction patterns and present the structures of three N-terminal docking domains (NDD) and a NDD-CDD complex and derive a set of recognition rules for DD interactions.
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Affiliation(s)
- Carolin Hacker
- Institute of Molecular Biosciences and Center for Biomolecular Magnetic Resonance (BMRZ), Goethe University Frankfurt, 60438, Frankfurt am Main, Germany
| | - Xiaofeng Cai
- Molecular Biotechnology, Department of Biosciences, Goethe University Frankfurt, 60438, Frankfurt am Main, Germany
| | - Carsten Kegler
- Molecular Biotechnology, Department of Biosciences, Goethe University Frankfurt, 60438, Frankfurt am Main, Germany
| | - Lei Zhao
- Molecular Biotechnology, Department of Biosciences, Goethe University Frankfurt, 60438, Frankfurt am Main, Germany
| | - A Katharina Weickhmann
- Institute of Molecular Biosciences and Center for Biomolecular Magnetic Resonance (BMRZ), Goethe University Frankfurt, 60438, Frankfurt am Main, Germany
| | - Jan Philip Wurm
- Institute of Molecular Biosciences and Center for Biomolecular Magnetic Resonance (BMRZ), Goethe University Frankfurt, 60438, Frankfurt am Main, Germany.,Institute of Biophysics and Physical Biochemistry, University of Regensburg, 93053, Regensburg, Germany
| | - Helge B Bode
- Molecular Biotechnology, Department of Biosciences, Goethe University Frankfurt, 60438, Frankfurt am Main, Germany. .,Buchmann Institute for Molecular Life Sciences (BMLS), Goethe University Frankfurt, 60438, Frankfurt am Main, Germany.
| | - Jens Wöhnert
- Institute of Molecular Biosciences and Center for Biomolecular Magnetic Resonance (BMRZ), Goethe University Frankfurt, 60438, Frankfurt am Main, Germany.
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41
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Engineering of an Anti-Inflammatory Peptide Based on the Disulfide-Rich Linaclotide Scaffold. Biomedicines 2018; 6:biomedicines6040097. [PMID: 30301200 PMCID: PMC6316043 DOI: 10.3390/biomedicines6040097] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2018] [Revised: 09/11/2018] [Accepted: 09/21/2018] [Indexed: 12/19/2022] Open
Abstract
Inflammatory bowel diseases are a set of complex and debilitating diseases, for which there is no satisfactory treatment. Peptides as small as three amino acids have been shown to have anti-inflammatory activity in mouse models of colitis, but they are likely to be unstable, limiting their development as drug leads. Here, we have grafted a tripeptide from the annexin A1 protein into linaclotide, a 14-amino-acid peptide with three disulfide bonds, which is currently in clinical use for patients with chronic constipation or irritable bowel syndrome. This engineered disulfide-rich peptide maintained the overall fold of the original synthetic guanylate cyclase C agonist peptide, and reduced inflammation in a mouse model of acute colitis. This is the first study to show that this disulfide-rich peptide can be used as a scaffold to confer a new bioactivity.
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42
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Abstract
Chemical Shift-Rosetta (CS-Rosetta) is an automated method that employs NMR chemical shifts to model protein structures de novo. In this chapter, we introduce the terminology and central concepts of CS-Rosetta. We describe the architecture and functionality of automatic NOESY assignment (AutoNOE) and structure determination protocols (Abrelax and RASREC) within the CS-Rosetta framework. We further demonstrate how CS-Rosetta can discriminate near-native structures against a large conformational search space using restraints obtained from NMR data, and/or sequence and structure homology. We highlight how CS-Rosetta can be combined with alternative automated approaches to (i) model oligomeric systems and (ii) create NMR-based structure determination pipeline. To show its practical applicability, we emphasize on the computational requirements and performance of CS-Rosetta for protein targets of varying molecular weight and complexity. Finally, we discuss the current Python interface, which enables easy execution of protocols for rapid and accurate high-resolution structure determination.
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Affiliation(s)
- Santrupti Nerli
- Department of Chemistry and Biochemistry, University of California Santa Cruz, Santa Cruz, CA, United States; Department of Computer Science, University of California Santa Cruz, Santa Cruz, CA, United States
| | - Nikolaos G Sgourakis
- Department of Chemistry and Biochemistry, University of California Santa Cruz, Santa Cruz, CA, United States.
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43
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Schörghuber J, Geist L, Platzer G, Feichtinger M, Bisaccia M, Scheibelberger L, Weber F, Konrat R, Lichtenecker RJ. Late metabolic precursors for selective aromatic residue labeling. JOURNAL OF BIOMOLECULAR NMR 2018; 71:129-140. [PMID: 29808436 PMCID: PMC6096522 DOI: 10.1007/s10858-018-0188-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Accepted: 05/19/2018] [Indexed: 06/08/2023]
Abstract
In recent years, we developed a toolbox of heavy isotope containing compounds, which serve as metabolic amino acid precursors in the E. coli-based overexpression of aromatic residue labeled proteins. Our labeling techniques show excellent results both in terms of selectivity and isotope incorporation levels. They are additionally distinguished by low sample production costs and meet the economic demands to further implement protein NMR spectroscopy as a routinely used method in drug development processes. Different isotopologues allow for the assembly of optimized protein samples, which fulfill the requirements of various NMR experiments to elucidate protein structures, analyze conformational dynamics, or probe interaction surfaces. In the present article, we want to summarize the precursors we developed so far and give examples of their special value in the probing of protein-ligand interaction.
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Affiliation(s)
- Julia Schörghuber
- Institute of Organic Chemistry, University of Vienna, Währinger Str. 38, 1090, Vienna, Austria
| | - Leonhard Geist
- Christian Doppler Laboratory for High-Content Structural Biology and Biotechnology, Department of Structural and Computational Biology, Max F. Perutz Laboratories, University of Vienna, Dr-Bohr-Gasse 9, 1030, Vienna, Austria
| | - Gerald Platzer
- Christian Doppler Laboratory for High-Content Structural Biology and Biotechnology, Department of Structural and Computational Biology, Max F. Perutz Laboratories, University of Vienna, Dr-Bohr-Gasse 9, 1030, Vienna, Austria
| | - Michael Feichtinger
- Christian Doppler Laboratory for High-Content Structural Biology and Biotechnology, Department of Structural and Computational Biology, Max F. Perutz Laboratories, University of Vienna, Dr-Bohr-Gasse 9, 1030, Vienna, Austria
| | - Marilena Bisaccia
- Institute of Organic Chemistry, University of Vienna, Währinger Str. 38, 1090, Vienna, Austria
| | - Lukas Scheibelberger
- Institute of Organic Chemistry, University of Vienna, Währinger Str. 38, 1090, Vienna, Austria
| | - Frederik Weber
- Institute of Organic Chemistry, University of Vienna, Währinger Str. 38, 1090, Vienna, Austria
| | - Robert Konrat
- Christian Doppler Laboratory for High-Content Structural Biology and Biotechnology, Department of Structural and Computational Biology, Max F. Perutz Laboratories, University of Vienna, Dr-Bohr-Gasse 9, 1030, Vienna, Austria
| | - Roman J Lichtenecker
- Institute of Organic Chemistry, University of Vienna, Währinger Str. 38, 1090, Vienna, Austria.
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44
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Nerli S, McShan AC, Sgourakis NG. Chemical shift-based methods in NMR structure determination. PROGRESS IN NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY 2018; 106-107:1-25. [PMID: 31047599 PMCID: PMC6788782 DOI: 10.1016/j.pnmrs.2018.03.002] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2018] [Revised: 03/09/2018] [Accepted: 03/09/2018] [Indexed: 05/08/2023]
Abstract
Chemical shifts are highly sensitive probes harnessed by NMR spectroscopists and structural biologists as conformational parameters to characterize a range of biological molecules. Traditionally, assignment of chemical shifts has been a labor-intensive process requiring numerous samples and a suite of multidimensional experiments. Over the past two decades, the development of complementary computational approaches has bolstered the analysis, interpretation and utilization of chemical shifts for elucidation of high resolution protein and nucleic acid structures. Here, we review the development and application of chemical shift-based methods for structure determination with a focus on ab initio fragment assembly, comparative modeling, oligomeric systems, and automated assignment methods. Throughout our discussion, we point out practical uses, as well as advantages and caveats, of using chemical shifts in structure modeling. We additionally highlight (i) hybrid methods that employ chemical shifts with other types of NMR restraints (residual dipolar couplings, paramagnetic relaxation enhancements and pseudocontact shifts) that allow for improved accuracy and resolution of generated 3D structures, (ii) the utilization of chemical shifts to model the structures of sparsely populated excited states, and (iii) modeling of sidechain conformations. Finally, we briefly discuss the advantages of contemporary methods that employ sparse NMR data recorded using site-specific isotope labeling schemes for chemical shift-driven structure determination of larger molecules. With this review, we aim to emphasize the accessibility and versatility of chemical shifts for structure determination of challenging biological systems, and to point out emerging areas of development that lead us towards the next generation of tools.
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Affiliation(s)
- Santrupti Nerli
- Department of Chemistry and Biochemistry, University of California Santa Cruz, Santa Cruz, CA 95064, United States; Department of Computer Science, University of California Santa Cruz, Santa Cruz, CA 95064, United States
| | - Andrew C McShan
- Department of Chemistry and Biochemistry, University of California Santa Cruz, Santa Cruz, CA 95064, United States
| | - Nikolaos G Sgourakis
- Department of Chemistry and Biochemistry, University of California Santa Cruz, Santa Cruz, CA 95064, United States.
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45
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Teixeira JMC, Skinner SP, Arbesú M, Breeze AL, Pons M. Farseer-NMR: automatic treatment, analysis and plotting of large, multi-variable NMR data. JOURNAL OF BIOMOLECULAR NMR 2018; 71:1-9. [PMID: 29752607 PMCID: PMC5986830 DOI: 10.1007/s10858-018-0182-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/15/2017] [Accepted: 04/21/2018] [Indexed: 06/08/2023]
Abstract
We present Farseer-NMR ( https://git.io/vAueU ), a software package to treat, evaluate and combine NMR spectroscopic data from sets of protein-derived peaklists covering a range of experimental conditions. The combined advances in NMR and molecular biology enable the study of complex biomolecular systems such as flexible proteins or large multibody complexes, which display a strong and functionally relevant response to their environmental conditions, e.g. the presence of ligands, site-directed mutations, post translational modifications, molecular crowders or the chemical composition of the solution. These advances have created a growing need to analyse those systems' responses to multiple variables. The combined analysis of NMR peaklists from large and multivariable datasets has become a new bottleneck in the NMR analysis pipeline, whereby information-rich NMR-derived parameters have to be manually generated, which can be tedious, repetitive and prone to human error, or even unfeasible for very large datasets. There is a persistent gap in the development and distribution of software focused on peaklist treatment, analysis and representation, and specifically able to handle large multivariable datasets, which are becoming more commonplace. In this regard, Farseer-NMR aims to close this longstanding gap in the automated NMR user pipeline and, altogether, reduce the time burden of analysis of large sets of peaklists from days/weeks to seconds/minutes. We have implemented some of the most common, as well as new, routines for calculation of NMR parameters and several publication-quality plotting templates to improve NMR data representation. Farseer-NMR has been written entirely in Python and its modular code base enables facile extension.
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Affiliation(s)
- João M. C. Teixeira
- BioNMR Group, Inorganic and Organic Chemistry Department, University of Barcelona, Barcelona, Spain
| | - Simon P. Skinner
- Astbury Centre for Structural Molecular Biology, Faculty of Biological Sciences, University of Leeds, Leeds, UK
| | - Miguel Arbesú
- BioNMR Group, Inorganic and Organic Chemistry Department, University of Barcelona, Barcelona, Spain
| | - Alexander L. Breeze
- Astbury Centre for Structural Molecular Biology, Faculty of Biological Sciences, University of Leeds, Leeds, UK
| | - Miquel Pons
- BioNMR Group, Inorganic and Organic Chemistry Department, University of Barcelona, Barcelona, Spain
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46
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Bokhovchuk FM, Bate N, Kovalevskaya NV, Goult BT, Spronk CAEM, Vuister GW. The Structural Basis of Calcium-Dependent Inactivation of the Transient Receptor Potential Vanilloid 5 Channel. Biochemistry 2018; 57:2623-2635. [DOI: 10.1021/acs.biochem.7b01287] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Fedir M. Bokhovchuk
- Department of Molecular and Cell Biology, Leicester Institute of Structural and Chemical Biology, University of Leicester, Lancaster Road, Leicester LE1 9HN, United Kingdom
| | - Neil Bate
- Department of Molecular and Cell Biology, Leicester Institute of Structural and Chemical Biology, University of Leicester, Lancaster Road, Leicester LE1 9HN, United Kingdom
| | - Nadezda V. Kovalevskaya
- Department of Molecular and Cell Biology, Leicester Institute of Structural and Chemical Biology, University of Leicester, Lancaster Road, Leicester LE1 9HN, United Kingdom
| | - Benjamin T. Goult
- Department of Molecular and Cell Biology, Leicester Institute of Structural and Chemical Biology, University of Leicester, Lancaster Road, Leicester LE1 9HN, United Kingdom
| | - Chris A. E. M. Spronk
- Department of Molecular and Cell Biology, Leicester Institute of Structural and Chemical Biology, University of Leicester, Lancaster Road, Leicester LE1 9HN, United Kingdom
- JSC Spronk, Vilnius, Lithuania
| | - Geerten W. Vuister
- Department of Molecular and Cell Biology, Leicester Institute of Structural and Chemical Biology, University of Leicester, Lancaster Road, Leicester LE1 9HN, United Kingdom
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47
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Xu C, Bouvier G, Bardiaux B, Nilges M, Malliavin T, Lisser A. Ordering Protein Contact Matrices. Comput Struct Biotechnol J 2018; 16:140-156. [PMID: 29632657 PMCID: PMC5889711 DOI: 10.1016/j.csbj.2018.03.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2017] [Revised: 02/28/2018] [Accepted: 03/01/2018] [Indexed: 11/29/2022] Open
Abstract
Numerous biophysical approaches provide information about residues spatial proximity in proteins. However, correct assignment of the protein fold from this proximity information is not straightforward if the spatially close protein residues are not assigned to residues in the primary sequence. Here, we propose an algorithm to assign such residue numbers by ordering the columns and lines of the raw protein contact matrix directly obtained from proximity information between unassigned amino acids. The ordering problem is formatted as the search of a trail within a graph connecting protein residues through the nonzero contact values. The algorithm performs in two steps: (i) finding the longest trail of the graph using an original dynamic programming algorithm, (ii) clustering the individual ordered matrices using a self-organizing map (SOM) approach. The combination of the dynamic programming and self-organizing map approaches constitutes a quite innovative point of the present work. The algorithm was validated on a set of about 900 proteins, representative of the sizes and proportions of secondary structures observed in the Protein Data Bank. The algorithm was revealed to be efficient for noise levels up to 40%, obtaining average gaps of about 20% at maximum between ordered and initial matrices. The proposed approach paves the ways toward a method of fold prediction from noisy proximity information, as TM scores larger than 0.5 have been obtained for ten randomly chosen proteins, in the case of a noise level of 10%. The methods has been also validated on two experimental cases, on which it performed satisfactorily.
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Affiliation(s)
- Chuan Xu
- Laboratoire de Recherche en Informatique, Université Paris-Sud and CNRS UMR8623, France
| | - Guillaume Bouvier
- Unité de Bioinformatique Structurale, Institut Pasteur and CNRS UMR3528, France
- Centre de Bioinformatique, Biostatistique et Biologie Intégrative, Institut Pasteur and CNRS USR3756, France
| | - Benjamin Bardiaux
- Unité de Bioinformatique Structurale, Institut Pasteur and CNRS UMR3528, France
- Centre de Bioinformatique, Biostatistique et Biologie Intégrative, Institut Pasteur and CNRS USR3756, France
| | - Michael Nilges
- Unité de Bioinformatique Structurale, Institut Pasteur and CNRS UMR3528, France
- Centre de Bioinformatique, Biostatistique et Biologie Intégrative, Institut Pasteur and CNRS USR3756, France
| | - Thérèse Malliavin
- Unité de Bioinformatique Structurale, Institut Pasteur and CNRS UMR3528, France
- Centre de Bioinformatique, Biostatistique et Biologie Intégrative, Institut Pasteur and CNRS USR3756, France
| | - Abdel Lisser
- Laboratoire de Recherche en Informatique, Université Paris-Sud and CNRS UMR8623, France
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Klukowski P, Augoff M, Zięba M, Drwal M, Gonczarek A, Walczak MJ. NMRNet: a deep learning approach to automated peak picking of protein NMR spectra. Bioinformatics 2018; 34:2590-2597. [DOI: 10.1093/bioinformatics/bty134] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Accepted: 03/09/2018] [Indexed: 01/13/2023] Open
Affiliation(s)
- Piotr Klukowski
- Department of Computer Science, Faculty of Computer Science and Management, Wrocław University of Science and Technology, Wybrzeze Wyspianskiego 27, Wrocław, Poland
| | - Michał Augoff
- Department of Computer Science, Faculty of Computer Science and Management, Wrocław University of Science and Technology, Wybrzeze Wyspianskiego 27, Wrocław, Poland
| | - Maciej Zięba
- Department of Computer Science, Faculty of Computer Science and Management, Wrocław University of Science and Technology, Wybrzeze Wyspianskiego 27, Wrocław, Poland
| | - Maciej Drwal
- Department of Computer Science, Faculty of Computer Science and Management, Wrocław University of Science and Technology, Wybrzeze Wyspianskiego 27, Wrocław, Poland
| | - Adam Gonczarek
- Department of Computer Science, Faculty of Computer Science and Management, Wrocław University of Science and Technology, Wybrzeze Wyspianskiego 27, Wrocław, Poland
- Alphamoon Ltd., ul. Wlodkowica 21/3, Wrocław, Poland
| | - Michał J Walczak
- Captor Therapeutics Ltd., ul. Dunska 11, Wrocław, Poland
- Alphamoon Ltd., ul. Wlodkowica 21/3, Wrocław, Poland
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Norppa AJ, Kauppala TM, Heikkinen HA, Verma B, Iwaï H, Frilander MJ. Mutations in the U11/U12-65K protein associated with isolated growth hormone deficiency lead to structural destabilization and impaired binding of U12 snRNA. RNA (NEW YORK, N.Y.) 2018; 24:396-409. [PMID: 29255062 PMCID: PMC5824358 DOI: 10.1261/rna.062844.117] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/04/2017] [Accepted: 12/12/2017] [Indexed: 05/09/2023]
Abstract
Mutations in the components of the minor spliceosome underlie several human diseases. A subset of patients with isolated growth hormone deficiency (IGHD) harbors mutations in the RNPC3 gene, which encodes the minor spliceosome-specific U11/U12-65K protein. Although a previous study showed that IGHD patient cells have defects in U12-type intron recognition, the biochemical effects of these mutations on the 65K protein have not been characterized. Here, we show that a proline-to-threonine missense mutation (P474T) and a nonsense mutation (R502X) in the C-terminal RNA recognition motif (C-RRM) of the 65K protein impair the binding of 65K to U12 and U6atac snRNAs. We further show that the nonsense allele is targeted to the nonsense-mediated decay (NMD) pathway, but in an isoform-specific manner, with the nuclear-retained 65K long-3'UTR isoform escaping the NMD pathway. In contrast, the missense P474T mutation leads, in addition to the RNA-binding defect, to a partial defect in the folding of the C-RRM and reduced stability of the full-length protein, thus reducing the formation of U11/U12 di-snRNP complexes. We propose that both the C-RRM folding defect and NMD-mediated decrease in the levels of the U11/U12-65K protein reduce formation of the U12-type intron recognition complex and missplicing of a subset of minor introns leading to pituitary hypoplasia and a subsequent defect in growth hormone secretion.
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Affiliation(s)
- Antto J Norppa
- Institute of Biotechnology, FI-00014 University of Helsinki, Finland
| | - Tuuli M Kauppala
- Institute of Biotechnology, FI-00014 University of Helsinki, Finland
| | - Harri A Heikkinen
- Institute of Biotechnology, FI-00014 University of Helsinki, Finland
| | - Bhupendra Verma
- Institute of Biotechnology, FI-00014 University of Helsinki, Finland
| | - Hideo Iwaï
- Institute of Biotechnology, FI-00014 University of Helsinki, Finland
| | - Mikko J Frilander
- Institute of Biotechnology, FI-00014 University of Helsinki, Finland
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50
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Substrate Binding Switches the Conformation at the Lynchpin Site in the Substrate-Binding Domain of Human Hsp70 to Enable Allosteric Interdomain Communication. Molecules 2018; 23:molecules23030528. [PMID: 29495458 PMCID: PMC6017645 DOI: 10.3390/molecules23030528] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2018] [Revised: 02/18/2018] [Accepted: 02/24/2018] [Indexed: 01/11/2023] Open
Abstract
The stress-induced 70 kDa heat shock protein (Hsp70) functions as a molecular chaperone to maintain protein homeostasis. Hsp70 contains an N-terminal ATPase domain (NBD) and a C-terminal substrate-binding domain (SBD). The SBD is divided into the β subdomain containing the substrate-binding site (βSBD) and the α-helical subdomain (αLid) that covers the βSBD. In this report, the solution structures of two different forms of the SBD from human Hsp70 were solved. One structure shows the αLid bound to the substrate-binding site intramolecularly, whereas this intramolecular binding mode is absent in the other structure solved. Structural comparison of the two SBDs from Hsp70 revealed that client-peptide binding rearranges residues at the interdomain contact site, which impairs interdomain contact between the SBD and the NBD. Peptide binding also disrupted the inter-subdomain interaction connecting the αLid to the βSBD, which allows the binding of the αLid to the NBD. The results provide a mechanism for interdomain communication upon substrate binding from the SBD to the NBD via the lynchpin site in the βSBD of human Hsp70. In comparison to the bacterial ortholog, DnaK, some remarkable differences in the allosteric signal propagation among residues within the Hsp70 SBD exist.
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