Proteomic data and structure analysis combined reveal interplay of structural rigidity and flexibility on selectivity of cysteine cathepsins.


Journal

Communications biology
ISSN: 2399-3642
Titre abrégé: Commun Biol
Pays: England
ID NLM: 101719179

Informations de publication

Date de publication:
24 04 2023
Historique:
received: 30 09 2022
accepted: 28 03 2023
medline: 26 4 2023
pubmed: 25 4 2023
entrez: 24 04 2023
Statut: epublish

Résumé

Addressing the elusive specificity of cysteine cathepsins, which in contrast to caspases and trypsin-like proteases lack strict specificity determining P1 pocket, calls for innovative approaches. Proteomic analysis of cell lysates with human cathepsins K, V, B, L, S, and F identified 30,000 cleavage sites, which we analyzed by software platform SAPS-ESI (Statistical Approach to Peptidyl Substrate-Enzyme Specific Interactions). SAPS-ESI is used to generate clusters and training sets for support vector machine learning. Cleavage site predictions on the SARS-CoV-2 S protein, confirmed experimentally, expose the most probable first cut under physiological conditions and suggested furin-like behavior of cathepsins. Crystal structure analysis of representative peptides in complex with cathepsin V reveals rigid and flexible sites consistent with analysis of proteomics data by SAPS-ESI that correspond to positions with heterogeneous and homogeneous distribution of residues. Thereby support for design of selective cleavable linkers of drug conjugates and drug discovery studies is provided.

Identifiants

pubmed: 37095140
doi: 10.1038/s42003-023-04772-8
pii: 10.1038/s42003-023-04772-8
pmc: PMC10124925
doi:

Substances chimiques

spike protein, SARS-CoV-2 0
Cysteine K848JZ4886

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

450

Informations de copyright

© 2023. The Author(s).

Références

Electrophoresis. 1999 Dec;20(18):3551-67
pubmed: 10612281
Nat Biotechnol. 2003 May;21(5):566-9
pubmed: 12665801
J Biol Chem. 1998 Nov 27;273(48):32347-52
pubmed: 9822715
J Biol Chem. 2012 May 4;287(19):15232-41
pubmed: 22393040
Nat Protoc. 2021 Nov;16(11):5339-5356
pubmed: 34611365
Nucleic Acids Res. 2022 Jan 7;50(D1):D543-D552
pubmed: 34723319
J Appl Crystallogr. 2007 Aug 1;40(Pt 4):658-674
pubmed: 19461840
Nat Protoc. 2011 Jul 14;6(8):1130-41
pubmed: 21799483
Proc Natl Acad Sci U S A. 1992 Nov 15;89(22):10915-9
pubmed: 1438297
Science. 2020 Mar 13;367(6483):1260-1263
pubmed: 32075877
Proc Natl Acad Sci U S A. 2014 Dec 9;111(49):17474-9
pubmed: 25422423
FEBS Lett. 1999 Oct 15;459(3):358-62
pubmed: 10526165
Biochim Biophys Acta. 2012 Jan;1824(1):68-88
pubmed: 22024571
Brief Funct Genomics. 2012 Nov;11(6):443-56
pubmed: 23165349
Mol Cell Proteomics. 2010 Oct;9(10):2327-33
pubmed: 20627866
FEBS Lett. 1984 Aug 20;174(1):123-7
pubmed: 6468652
Int J Mol Sci. 2021 Jan 20;22(3):
pubmed: 33498210
Acta Crystallogr D Biol Crystallogr. 2014 Dec 1;70(Pt 12):3124-34
pubmed: 25478831
Science. 2020 Oct 9;370(6513):241-247
pubmed: 32855215
Biol Pharm Bull. 1996 Aug;19(8):1026-31
pubmed: 8874809
Virology. 2012 Mar 1;424(1):3-10
pubmed: 22222211
Nucleic Acids Res. 2000 Jan 1;28(1):235-42
pubmed: 10592235
Biol Chem. 2004 Jun;385(6):505-9
pubmed: 15255182
J Biol Chem. 2008 May 23;283(21):14453-60
pubmed: 18362148
EMBO J. 2017 Aug 15;36(16):2455-2465
pubmed: 28733325
Brief Bioinform. 2019 Mar 25;20(2):638-658
pubmed: 29897410
J Med Chem. 2011 Jun 23;54(12):4034-41
pubmed: 21526763
Methods Mol Biol. 2008;484:245-62
pubmed: 18592184
Proc Natl Acad Sci U S A. 1958 Feb;44(2):98-104
pubmed: 16590179
BMC Proc. 2009 Aug 04;3 Suppl 6:S6
pubmed: 19660099
Methods Enzymol. 1997;277:505-24
pubmed: 18488322
Nat Biotechnol. 2008 Jun;26(6):685-94
pubmed: 18500335
Annu Rev Immunol. 2016 May 20;34:265-97
pubmed: 26907214
Acta Crystallogr D Biol Crystallogr. 2009 Sep;65(Pt 9):921-31
pubmed: 19690370
Biol Chem. 1998 Feb;379(2):137-47
pubmed: 9524065
Nucleic Acids Res. 2000 Jan 1;28(1):45-8
pubmed: 10592178
Front Mol Biosci. 2018 Apr 19;5:40
pubmed: 29725596
Trends Pharmacol Sci. 2017 Oct;38(10):873-898
pubmed: 28668224
FEBS Lett. 2016 Apr;590(8):1253-61
pubmed: 26992470
Antiviral Res. 2020 Apr;176:104742
pubmed: 32057769
Signal Transduct Target Ther. 2021 Mar 27;6(1):134
pubmed: 33774649
Protein Sci. 2021 Jun;30(6):1131-1143
pubmed: 33786919
PLoS One. 2012;7(11):e50300
pubmed: 23209700
Bioinformatics. 2010 Jul 15;26(14):1714-22
pubmed: 20505003
Acta Crystallogr D Biol Crystallogr. 2010 Feb;66(Pt 2):125-32
pubmed: 20124692
Nucleic Acids Res. 1990 Oct 25;18(20):6097-100
pubmed: 2172928
Trends Biochem Sci. 2009 Jul;34(7):319-23
pubmed: 19546006
Nat Commun. 2021 Sep 21;12(1):5553
pubmed: 34548480
Mol Cell Proteomics. 2002 May;1(5):376-86
pubmed: 12118079
J Proteome Res. 2011 Dec 2;10(12):5363-73
pubmed: 21967108
Acta Crystallogr D Biol Crystallogr. 2013 Aug;69(Pt 8):1342-57
pubmed: 23897458
Nat Rev Drug Discov. 2002 Jan;1(1):45-54
pubmed: 12119609
J Biol Chem. 1994 Dec 2;269(48):30238-42
pubmed: 7982933
Nat Methods. 2009 Nov;6(11):786-7
pubmed: 19876014
Mol Cell Proteomics. 2005 May;4(5):626-36
pubmed: 15705970
Cell Discov. 2022 Jun 6;8(1):53
pubmed: 35668062
Methods. 2004 Feb;32(2):199-206
pubmed: 14698633
Nat Commun. 2011 Feb 15;2:197
pubmed: 21326229
Biochem Biophys Res Commun. 1967 Apr 20;27(2):157-62
pubmed: 6035483
Nucleic Acids Res. 2015 Jul 1;43(W1):W543-6
pubmed: 25897125
Nucleic Acids Res. 2018 Jan 4;46(D1):D624-D632
pubmed: 29145643
J Virol. 2008 Sep;82(17):8887-90
pubmed: 18562523
Proteomics. 2015 Jul;15(14):2479-90
pubmed: 25626674
J Biol Chem. 2006 May 5;281(18):12824-32
pubmed: 16520377

Auteurs

Livija Tušar (L)

Jožef Stefan Institute, Department of Biochemistry and Molecular and Structural Biology, Jamova cesta 39, 1000, Ljubljana, Slovenia.
Centre of Excellence for Integrated Approaches in Chemistry and Biology of Proteins (CIPKeBiP), Jamova cesta 39, 1000, Ljubljana, Slovenia.

Jure Loboda (J)

Jožef Stefan Institute, Department of Biochemistry and Molecular and Structural Biology, Jamova cesta 39, 1000, Ljubljana, Slovenia.
The Jožef Stefan International Postgraduate School, Jamova cesta 39, 1000, Ljubljana, Slovenia.

Francis Impens (F)

VIB-UGent Center for Medical Biotechnology and UGent Department of Biomolecular Medicine, Technologiepark-Zwijnaarde 75, 9052, Ghent, Belgium.

Piotr Sosnowski (P)

Centre of Excellence for Integrated Approaches in Chemistry and Biology of Proteins (CIPKeBiP), Jamova cesta 39, 1000, Ljubljana, Slovenia.

Emmy Van Quickelberghe (E)

VIB-UGent Center for Medical Biotechnology and UGent Department of Biomolecular Medicine, Technologiepark-Zwijnaarde 75, 9052, Ghent, Belgium.

Robert Vidmar (R)

Jožef Stefan Institute, Department of Biochemistry and Molecular and Structural Biology, Jamova cesta 39, 1000, Ljubljana, Slovenia.

Hans Demol (H)

VIB-UGent Center for Medical Biotechnology and UGent Department of Biomolecular Medicine, Technologiepark-Zwijnaarde 75, 9052, Ghent, Belgium.

Koen Sedeyn (K)

VIB-UGent Center for Medical Biotechnology and, Department for Biochemistry and Microbiology, Ghent University, 9052, Ghent, Belgium.

Xavier Saelens (X)

VIB-UGent Center for Medical Biotechnology and, Department for Biochemistry and Microbiology, Ghent University, 9052, Ghent, Belgium.

Matej Vizovišek (M)

Jožef Stefan Institute, Department of Biochemistry and Molecular and Structural Biology, Jamova cesta 39, 1000, Ljubljana, Slovenia.

Marko Mihelič (M)

Jožef Stefan Institute, Department of Biochemistry and Molecular and Structural Biology, Jamova cesta 39, 1000, Ljubljana, Slovenia.

Marko Fonović (M)

Jožef Stefan Institute, Department of Biochemistry and Molecular and Structural Biology, Jamova cesta 39, 1000, Ljubljana, Slovenia.

Jaka Horvat (J)

Acies Bio d.o.o., Tehnološki park 21, 1000, Ljubljana, Slovenia.

Gregor Kosec (G)

Acies Bio d.o.o., Tehnološki park 21, 1000, Ljubljana, Slovenia.

Boris Turk (B)

Jožef Stefan Institute, Department of Biochemistry and Molecular and Structural Biology, Jamova cesta 39, 1000, Ljubljana, Slovenia.
Faculty of Chemistry, University of Ljubljana, Večna pot 113, SI-1000, Ljubljana, Slovenia.

Kris Gevaert (K)

VIB-UGent Center for Medical Biotechnology and UGent Department of Biomolecular Medicine, Technologiepark-Zwijnaarde 75, 9052, Ghent, Belgium. kris.gevaert@vib-ugent.be.

Dušan Turk (D)

Jožef Stefan Institute, Department of Biochemistry and Molecular and Structural Biology, Jamova cesta 39, 1000, Ljubljana, Slovenia. dusan.turk@ijs.si.
Centre of Excellence for Integrated Approaches in Chemistry and Biology of Proteins (CIPKeBiP), Jamova cesta 39, 1000, Ljubljana, Slovenia. dusan.turk@ijs.si.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH