The DOI matches its Crossref record; 2 of the 2 references it cites were found in a registry or an index.
An expanded trove of fragment-bound structures for the allosteric enzyme PTP1B from computational reanalysis of large-scale crystallographic data
Open accessPublished version of a preprint
Abstract
Due to their low binding affinities, detecting small-molecule fragments bound to protein structures from crystallographic datasets has been a challenge. Here, we report a trove of 65 new fragment hits for PTP1B, an "undruggable" therapeutic target enzyme for diabetes and cancer. These structures were obtained from computational analysis of data from a large crystallographic screen, demonstrating the power of this approach to elucidate many (∼50% more) "hidden" ligand-bound states of proteins. Our new structures include a fragment hit found in a novel binding site in PTP1B with a unique location relative to the active site, one that links adjacent allosteric sites, and, perhaps most strikingly, a fragment that induces long-range allosteric protein conformational responses. Altogether, our research highlights the utility of computational analysis of crystallographic data, makes publicly available dozens of new ligand-bound structures of a high-value drug target, and identifies novel aspects of ligandability and allostery in PTP1B.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Highly accurate protein structure prediction with AlphaFold
Jumper, J., Evans, R., Pritzel, A., Green, T., Figurnov, M., Ronneberger, O., Tunyasuvunakool, K., Bates, R., Žídek, A., Potapenko, A., et al. (2021) · Nature · doi:10.1038/s41586-021-03819-2 · Cited by 43,764
PTP1B inhibition suggests a therapeutic strategy for Rett syndrome
Krishnan, N., Krishnan, K., Connors, C. R., Choy, M. S., Page, R., Peti, W., Van Aelst, L., Shea, S. D., & Tonks, N. K. (2015) · Journal of Clinical Investigation · doi:10.1172/jci80323 · Cited by 110
Flagged first, then by citations
Research works printed but not linked: 50
- Krojer, 2020, Discovery of allosteric binding sites by crystallographic fragment screening, Curr. Opin. Struct. Biol., 65, 209, 10.1016/j.sbi.2020.08.004 · DOI
- Keedy, 2018, An expanded allosteric network in PTP1B by multitemperature crystallography, fragment screening, and covalent tethering, Elife, 7, 10.7554/eLife.36307 · DOI
- Skaist Mehlman, 2023, Room-temperature crystallography reveals altered binding of small-molecule fragments to PTP1B, Elife, 12, 10.7554/eLife.84632 · DOI · Paper page
- Douangamath, 2020, Crystallographic and electrophilic fragment screening of the SARS-CoV-2 main protease, Nat. Commun., 11, 5047, 10.1038/s41467-020-18709-w · DOI
- Günther, 2021, X-ray screening identifies active site and allosteric inhibitors of SARS-CoV-2 main protease, Science, 372, 642, 10.1126/science.abf7945 · DOI
- Schuller, 2021, Fragment binding to the Nsp3 macrodomain of SARS-CoV-2 identified through crystallographic screening and computational docking, Sci. Adv., 7, 10.1126/sciadv.abf8711 · DOI
- Boby, 2023, Open science discovery of potent noncovalent SARS-CoV-2 main protease inhibitors, Science, 382, 10.1126/science.abo7201 · DOI
- Tonks, 2003, PTP1B: from the sidelines to the front lines!, FEBS Lett., 546, 140, 10.1016/S0014-5793(03)00603-3 · DOI
- Zhang, 2007, PTP1B as a drug target: recent developments in PTP1B inhibitor discovery, Drug Discov. Today, 12, 373, 10.1016/j.drudis.2007.03.011 · DOI
- Montalibet, 2005, Therapeutic strategies for targeting PTP1B in diabetes, Drug Discov. Today Ther. Strat., 2, 129, 10.1016/j.ddstr.2005.05.002 · DOI
- Yip, 2010, PTP1B: a double agent in metabolism and oncogenesis, Trends Biochem. Sci., 35, 442, 10.1016/j.tibs.2010.03.004 · DOI
- Lessard, 2010, The two faces of PTP1B in cancer, Biochim. Biophys. Acta, 1804, 613, 10.1016/j.bbapap.2009.09.018 · DOI
- Pearce, 2017, A multi-crystal method for extracting obscured crystallographic states from conventionally uninterpretable electron density, Nat. Commun., 8, 10.1038/ncomms15123 · DOI
- Ginn, 2020, Pre-clustering data sets using cluster4x improves the signal-to-noise ratio of high-throughput crystallography drug-screening analysis, Acta Crystallogr. D Struct. Biol., 76, 1134, 10.1107/S2059798320012619 · DOI
- Srinivasan, 2022, Antiviral activity of natural phenolic compounds in complex at an allosteric site of SARS-CoV-2 papain-like protease, Commun. Biol., 5, 805, 10.1038/s42003-022-03737-7 · DOI
- Godoy, 2023, Allosteric regulation and crystallographic fragment screening of SARS-CoV-2 NSP15 endoribonuclease, Nucleic Acids Res., 51, 5255, 10.1093/nar/gkad314 · DOI
- Barthel, 2022, Large-Scale Crystallographic Fragment Screening Expedites Compound Optimization and Identifies Putative Protein-Protein Interaction Sites, J. Med. Chem., 65, 14630, 10.1021/acs.jmedchem.2c01165 · DOI
- Fraser, 2011, Accessing protein conformational ensembles using room-temperature X-ray crystallography, Proc. Natl. Acad. Sci. USA, 108, 16247, 10.1073/pnas.1111325108 · DOI
- Keedy, 2014, Crystal cryocooling distorts conformational heterogeneity in a model Michaelis complex of DHFR, Structure, 22, 899, 10.1016/j.str.2014.04.016 · DOI
- Keedy, 2015, Mapping the conformational landscape of a dynamic enzyme by multitemperature and XFEL crystallography, Elife, 4, 10.7554/eLife.07574 · DOI
- Ebrahim, 2022, The temperature-dependent conformational ensemble of SARS-CoV-2 main protease (Mpro), IUCrJ, 9, 682, 10.1107/S2052252522007497 · DOI
- Guerrero, 2024, Pushed to extremes: distinct effects of high temperature vs. pressure on the structure of STEP, Commun. Biol., 7, 59, 10.1038/s42003-023-05609-0 · DOI
- Berman, 2000, The Protein Data Bank, Nucleic Acids Res., 28, 235, 10.1093/nar/28.1.235 · DOI · Paper page
- Greisman, 2023, Discovery and validation of the binding poses of allosteric fragment hits to protein tyrosine phosphatase 1b: From molecular dynamics simulations to X-ray crystallography, J. Chem. Inf. Model., 63, 2644, 10.1021/acs.jcim.3c00236 · DOI
- Torgeson, 2022, Conserved conformational dynamics determine enzyme activity, Sci. Adv., 8, 10.1126/sciadv.abo5546 · DOI
- Sharma, 2024, High-resolution double vision of the allosteric phosphatase PTP1B, Acta Crystallogr. F Struct. Biol. Commun., 80, 1, 10.1107/S2053230X23010749 · DOI
- Whittier, 2013, Conformational motions regulate phosphoryl transfer in related protein tyrosine phosphatases, Science, 341, 899, 10.1126/science.1241735 · DOI
- Critton, 2011, Visualizing active-site dynamics in single crystals of HePTP: opening of the WPD loop involves coordinated movement of the E loop, J. Mol. Biol., 405, 619, 10.1016/j.jmb.2010.11.020 · DOI
- Tautermann, 2019, Allosteric Activation of Striatal-Enriched Protein Tyrosine Phosphatase (STEP, PTPN5) by a Fragment-like Molecule, J. Med. Chem., 62, 306, 10.1021/acs.jmedchem.8b00857 · DOI
- Wiesmann, 2004, Allosteric inhibition of protein tyrosine phosphatase 1B, Nat. Struct. Mol. Biol., 11, 730, 10.1038/nsmb803 · DOI
- Sharma, 2023, Room-temperature serial synchrotron crystallography of the human phosphatase PTP1B, Acta Crystallogr. F Struct. Biol. Commun., 79, 23, 10.1107/S2053230X22011645 · DOI
- Olmez, 2011, Alpha7 helix plays an important role in the conformational stability of PTP1B, J. Biomol. Struct. Dyn., 28, 675, 10.1080/07391102.2011.10508599 · DOI
- Choy, 2017, Conformational Rigidity and Protein Dynamics at Distinct Timescales Regulate PTP1B Activity and Allostery, Mol. Cell, 65, 644, 10.1016/j.molcel.2017.01.014 · DOI
- Gahbauer, 2023, Iterative computational design and crystallographic screening identifies potent inhibitors targeting the Nsp3 macrodomain of SARS-CoV-2, Proc. Natl. Acad. Sci. USA, 120, 10.1073/pnas.2212931120 · DOI
- Corso, 2022, DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking, arXiv
- Krishna, 2024, Generalized Biomolecular Modeling and Design with RoseTTAFold All-Atom., Science, 384, 10.1126/science.adl2528 · DOI · Paper page
- Dong, 2023, Equivariant Flexible Modeling of the Protein-Ligand Binding Pose with Geometric Deep Learning, J. Chem. Theor. Comput., 19, 8446, 10.1021/acs.jctc.3c00273 · DOI
- Weiss, 2022, Of problems and opportunities-How to treat and how to not treat crystallographic fragment screening data, Protein Sci., 31, 10.1002/pro.4391 · DOI · Paper page
- Fraser, 2009, Hidden alternative structures of proline isomerase essential for catalysis, Nature, 462, 669, 10.1038/nature08615 · DOI
- Fischer, 2015, One Crystal, Two Temperatures: Cryocooling Penalties Alter Ligand Binding to Transient Protein Sites, Chembiochem, 16, 1560, 10.1002/cbic.201500196 · DOI
- Bradford, 2021, Temperature artifacts in protein structures bias ligand-binding predictions, Chem. Sci., 12, 11275, 10.1039/D1SC02751D · DOI
- Mirdita, 2022, ColabFold: making protein folding accessible to all, Nat. Methods, 19, 679, 10.1038/s41592-022-01488-1 · DOI · Paper page
- Baek, 2023, Efficient and accurate prediction of protein structure using RoseTTAFold2, bioRxiv
- Emsley, 2010, Features and development of Coot, Acta Crystallogr. D Biol. Crystallogr., 66, 486, 10.1107/S0907444910007493 · DOI · Paper page
- Moriarty, 2009, electronic Ligand Builder and Optimization Workbench (eLBOW): a tool for ligand coordinate and restraint generation, Acta Crystallogr. D Biol. Crystallogr., 65, 1074, 10.1107/S0907444909029436 · DOI
- Pearce, 2017, Proper modelling of ligand binding requires an ensemble of bound and unbound states, Acta Crystallogr. D Struct. Biol., 73, 256, 10.1107/S2059798317003412 · DOI
- Liebschner, 2019, Macromolecular structure determination using X-rays, neutrons and electrons: recent developments in Phenix, Acta Crystallogr. D Struct. Biol., 75, 861, 10.1107/S2059798319011471 · DOI · Paper page
- Murshudov, 2011, REFMAC5 for the refinement of macromolecular crystal structures, Acta Crystallogr. D Biol. Crystallogr., 67, 355, 10.1107/S0907444911001314 · DOI
- Landrum, 2013, Rdkit documentation, Release, 1, 4
- Schrödinger, 2017, The PyMOL Molecular Graphics System
Metadata
- Authors
- Mehlman, T., Ginn, H. M., & Keedy, D. A.
- Affiliations
- The Graduate Center, CUNY (US)
- Universität Hamburg (DE)
- Corresponding author
- Keedy, Daniel A.
- Venue
- Structure
- Publisher
- Elsevier BV
- Published
- 2024-08
- Volume
- 32
- Issue
- 8
- Pages
- 1231-1238.e4
- ISSN
- 0969-2126 (ISSN-L)
- PMC
- PMC11316629
- OpenAlex
- W4399492393
- Cited by
- 14
- References
- 2
- Citations by year
- 2026: 4 · 2025: 10
- FWCI
- 1.37
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.elsevier.com/tdm/userlicense/1.0/ (tdm)
- www.elsevier.com/legal/tdmrep-license (tdm)
- www.elsevier.com/open-access/userlicense/1.0/ (vor, 372 d)
- doi.org/10.15223/policy-017 (stm-asf)
- doi.org/10.15223/policy-037 (stm-asf)
- doi.org/10.15223/policy-012 (stm-asf)
- doi.org/10.15223/policy-029 (stm-asf)
- doi.org/10.15223/policy-004 (stm-asf)
- Locations
- Structure (publishedVersion)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- PubMed Central (submittedVersion, cc-by)
- Desy publication database (The Deutsches Elektronen-Synchrotron) (submittedVersion)
- DESY Publication Database (PUBDB) (Deutsches Elektronen-Synchrotron)
- Funders
- Helmholtz Association of German Research Centres (VH-NG-19-02)
- National Institutes of Health
- National Institute of General Medical Sciences (R35 GM133769)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Structural Biology › Enzyme Structure and Function
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Tyrosine Phosphatases
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
- Keywords
- PTP1B, fragment hits, allosteric enzymes, ligand binding sites, ligandability, diabetes mellitus, cancer
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review