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Altincekic N, Jores N, Löhr F, Richter C, Ehrhardt C, Blommers MJJ, Berg H, Öztürk S, Gande SL, Linhard V, Orts J, Abi Saad MJ, Bütikofer M, Kaderli J, Karlsson BG, Brath U, Hedenström M, Gröbner G, Sauer UH, Perrakis A, Langer J, Banci L, Cantini F, Fragai M, Grifagni D, Barthel T, Wollenhaupt J, Weiss MS, Robertson A, Bax A, Sreeramulu S, Schwalbe H. Targeting the Main Protease (M pro, nsp5) by Growth of Fragment Scaffolds Exploiting Structure-Based Methodologies. ACS Chem Biol 2024; 19:563-574. [PMID: 38232960 PMCID: PMC10877576 DOI: 10.1021/acschembio.3c00720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Revised: 11/30/2023] [Accepted: 12/01/2023] [Indexed: 01/19/2024]
Abstract
The main protease Mpro, nsp5, of SARS-CoV-2 (SCoV2) is one of its most attractive drug targets. Here, we report primary screening data using nuclear magnetic resonance spectroscopy (NMR) of four different libraries and detailed follow-up synthesis on the promising uracil-containing fragment Z604 derived from these libraries. Z604 shows time-dependent binding. Its inhibitory effect is sensitive to reducing conditions. Starting with Z604, we synthesized and characterized 13 compounds designed by fragment growth strategies. Each compound was characterized by NMR and/or activity assays to investigate their interaction with Mpro. These investigations resulted in the four-armed compound 35b that binds directly to Mpro. 35b could be cocrystallized with Mpro revealing its noncovalent binding mode, which fills all four active site subpockets. Herein, we describe the NMR-derived fragment-to-hit pipeline and its application for the development of promising starting points for inhibitors of the main protease of SCoV2.
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Affiliation(s)
- Nadide Altincekic
- Institute
for Organic Chemistry and Chemical Biology, Goethe University Frankfurt am Main, D-60438 Frankfurt, Germany
- Center
of Biomolecular Magnetic Resonance (BMRZ), Goethe University Frankfurt am Main, D-60438 Frankfurt, Germany
| | - Nathalie Jores
- Institute
for Organic Chemistry and Chemical Biology, Goethe University Frankfurt am Main, D-60438 Frankfurt, Germany
- Center
of Biomolecular Magnetic Resonance (BMRZ), Goethe University Frankfurt am Main, D-60438 Frankfurt, Germany
| | - Frank Löhr
- Center
of Biomolecular Magnetic Resonance (BMRZ), Goethe University Frankfurt am Main, D-60438 Frankfurt, Germany
- Institute
of Biophysical Chemistry, Goethe University
Frankfurt am Main, D-60438 Frankfurt, Germany
| | - Christian Richter
- Institute
for Organic Chemistry and Chemical Biology, Goethe University Frankfurt am Main, D-60438 Frankfurt, Germany
- Center
of Biomolecular Magnetic Resonance (BMRZ), Goethe University Frankfurt am Main, D-60438 Frankfurt, Germany
| | - Claus Ehrhardt
- Department
of Biochemistry, University of Zurich, 8093 Zurich, Switzerland
| | | | - Hannes Berg
- Institute
for Organic Chemistry and Chemical Biology, Goethe University Frankfurt am Main, D-60438 Frankfurt, Germany
- Center
of Biomolecular Magnetic Resonance (BMRZ), Goethe University Frankfurt am Main, D-60438 Frankfurt, Germany
| | - Sare Öztürk
- Institute
for Organic Chemistry and Chemical Biology, Goethe University Frankfurt am Main, D-60438 Frankfurt, Germany
| | - Santosh L. Gande
- Institute
for Organic Chemistry and Chemical Biology, Goethe University Frankfurt am Main, D-60438 Frankfurt, Germany
- Center
of Biomolecular Magnetic Resonance (BMRZ), Goethe University Frankfurt am Main, D-60438 Frankfurt, Germany
| | - Verena Linhard
- Institute
for Organic Chemistry and Chemical Biology, Goethe University Frankfurt am Main, D-60438 Frankfurt, Germany
- Center
of Biomolecular Magnetic Resonance (BMRZ), Goethe University Frankfurt am Main, D-60438 Frankfurt, Germany
| | - Julien Orts
- Department
of Pharmaceutical Sciences, University of
Vienna, Josef-Holaubek-Platz 2, 1090 Vienna, Austria
| | - Marie Jose Abi Saad
- Department
of Pharmaceutical Sciences, University of
Vienna, Josef-Holaubek-Platz 2, 1090 Vienna, Austria
| | - Matthias Bütikofer
- Swiss
Federal Institute of Technology, Laboratory of Physical Chemistry, ETH Zurich, 8093 Zürich, Switzerland
| | - Janina Kaderli
- Swiss
Federal Institute of Technology, Laboratory of Physical Chemistry, ETH Zurich, 8093 Zürich, Switzerland
| | - B. Göran Karlsson
- Swedish
NMR Centre, Department of Chemistry and Molecular Biology, University of Gothenburg, SE40530 Göteborg, Sweden
- SciLifeLab, University of Gothenburg, SE40530 Göteborg, Sweden
| | - Ulrika Brath
- Swedish
NMR Centre, Department of Chemistry and Molecular Biology, University of Gothenburg, SE40530 Göteborg, Sweden
| | - Mattias Hedenström
- Swedish
NMR Centre, Department of Chemistry, University
of Umeå, SE-90187 Umeå, Sweden
| | - Gerhard Gröbner
- Swedish
NMR Centre, Department of Chemistry, University
of Umeå, SE-90187 Umeå, Sweden
| | - Uwe H. Sauer
- Protein
Production Sweden, Department of Chemistry, University of Umeå, SE-90187 Umeå, Sweden
| | - Anastassis Perrakis
- Oncode
Institute and Division of Biochemistry, The Netherlands Cancer Institute, 1066CX Amsterdam, The Netherlands
| | - Julian Langer
- Max Planck Institute of
Biophysics, D-60438 Frankfurt am Main, Germany
| | - Lucia Banci
- Magnetic
Resonance Center and Department of Chemistry, University of Florence, Via L. Sacconi 6, 50019 Sesto Fiorentino, Italy
- Consorzio
Interuniversitario Risonanze Magnetiche Metalloproteine, Via L. Sacconi 6, 50019 Sesto Fiorentino, Italy
| | - Francesca Cantini
- Magnetic
Resonance Center and Department of Chemistry, University of Florence, Via L. Sacconi 6, 50019 Sesto Fiorentino, Italy
- Consorzio
Interuniversitario Risonanze Magnetiche Metalloproteine, Via L. Sacconi 6, 50019 Sesto Fiorentino, Italy
| | - Marco Fragai
- Magnetic
Resonance Center and Department of Chemistry, University of Florence, Via L. Sacconi 6, 50019 Sesto Fiorentino, Italy
- Consorzio
Interuniversitario Risonanze Magnetiche Metalloproteine, Via L. Sacconi 6, 50019 Sesto Fiorentino, Italy
| | - Deborah Grifagni
- Magnetic
Resonance Center and Department of Chemistry, University of Florence, Via L. Sacconi 6, 50019 Sesto Fiorentino, Italy
| | - Tatjana Barthel
- Macromolecular
Crystallography, Helmholtz-Zentrum Berlin, Albert-Einstein-Str. 15, D-12489 Berlin, Germany
| | - Jan Wollenhaupt
- Macromolecular
Crystallography, Helmholtz-Zentrum Berlin, Albert-Einstein-Str. 15, D-12489 Berlin, Germany
| | - Manfred S. Weiss
- Macromolecular
Crystallography, Helmholtz-Zentrum Berlin, Albert-Einstein-Str. 15, D-12489 Berlin, Germany
| | | | - Adriaan Bax
- NIH, LCP NIDDK, Bethesda, Maryland 20892, United States
| | - Sridhar Sreeramulu
- Institute
for Organic Chemistry and Chemical Biology, Goethe University Frankfurt am Main, D-60438 Frankfurt, Germany
- Center
of Biomolecular Magnetic Resonance (BMRZ), Goethe University Frankfurt am Main, D-60438 Frankfurt, Germany
| | - Harald Schwalbe
- Institute
for Organic Chemistry and Chemical Biology, Goethe University Frankfurt am Main, D-60438 Frankfurt, Germany
- Center
of Biomolecular Magnetic Resonance (BMRZ), Goethe University Frankfurt am Main, D-60438 Frankfurt, Germany
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Diotallevi A, Scalvini L, Buffi G, Pérez-Pertejo Y, De Santi M, Verboni M, Favi G, Magnani M, Lodola A, Lucarini S, Galluzzi L. Phenotype Screening of an Azole-bisindole Chemical Library Identifies URB1483 as a New Antileishmanial Agent Devoid of Toxicity on Human Cells. ACS Omega 2021; 6:35699-35710. [PMID: 34984300 PMCID: PMC8717589 DOI: 10.1021/acsomega.1c05611] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 11/29/2021] [Indexed: 05/03/2023]
Abstract
We report the evaluation of a small library of azole-bisindoles for their antileishmanial potential, in terms of efficacy on Leishmania infantum promastigotes and intracellular amastigotes. Nine compounds showed good activity on L. infantum MHOM/TN/80/IPT1 promastigotes with IC50 values ranging from 4 to 10 μM. These active compounds were also tested on human (THP-1, HEPG2, HaCaT, and human primary fibroblasts) and canine (DH82) cell lines. URB1483 was selected as the best compound, with no quantifiable cytotoxicity in mammalian cells, to test the efficacy on intracellular amastigotes. URB1483 significantly reduced the infection index of both human and canine macrophages with an effect comparable to the clinically used drug pentamidine. URB1483 emerges as a new anti-infective agent with remarkable antileishmanial activity and no cytotoxic effects on human and canine cells.
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Affiliation(s)
- Aurora Diotallevi
- Department
of Biomolecular Sciences, University of
Urbino Carlo Bo, 61029 Urbino (PU), Italy
| | - Laura Scalvini
- Department
of Food and Drug, University of Parma, 43124 Parma, Italy
| | - Gloria Buffi
- Department
of Biomolecular Sciences, University of
Urbino Carlo Bo, 61029 Urbino (PU), Italy
| | | | - Mauro De Santi
- Department
of Biomolecular Sciences, University of
Urbino Carlo Bo, 61029 Urbino (PU), Italy
| | - Michele Verboni
- Department
of Biomolecular Sciences, University of
Urbino Carlo Bo, 61029 Urbino (PU), Italy
| | - Gianfranco Favi
- Department
of Biomolecular Sciences, University of
Urbino Carlo Bo, 61029 Urbino (PU), Italy
| | - Mauro Magnani
- Department
of Biomolecular Sciences, University of
Urbino Carlo Bo, 61029 Urbino (PU), Italy
| | - Alessio Lodola
- Department
of Food and Drug, University of Parma, 43124 Parma, Italy
| | - Simone Lucarini
- Department
of Biomolecular Sciences, University of
Urbino Carlo Bo, 61029 Urbino (PU), Italy
- . Tel: +39 0722 303333
| | - Luca Galluzzi
- Department
of Biomolecular Sciences, University of
Urbino Carlo Bo, 61029 Urbino (PU), Italy
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Brandi J, Robotti E, Manfredi M, Barberis E, Marengo E, Novelli E, Cecconi D. Kohonen Artificial Neural Network and Multivariate Analysis in the Identification of Proteome Changes during Early and Long Aging of Bovine Longissimus dorsi Muscle Using SWATH Mass Spectrometry. J Agric Food Chem 2021; 69:11512-11522. [PMID: 34523341 PMCID: PMC8485349 DOI: 10.1021/acs.jafc.1c03578] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Indexed: 06/13/2023]
Abstract
To study proteomic changes involved in tenderization of Longissimus dorsi, Charolais heifers and bulls muscles were sampled after early and long aging (12 or 26 days). Sensory evaluation and instrumental tenderness measurement were performed. Proteins were analyzed by gel-free proteomics. By pattern recognition (principal component analysis and Kohonen's self-organizing maps) and classification (partial least squares-discriminant analysis) tools, 58 and 86 dysregulated proteins were detected after 12 and 26 days of aging, respectively. Tenderness was positively correlated mainly with metabolic enzymes (PYGM, PGAM2, TPI1, PGK1, and PFKM) and negatively with keratins. Downregulation in hemoglobin subunits and carbonic anhydrase 3 levels was relevant after 12 days of aging, while mimecan and collagen chains levels were reduced after 26 days of aging. Bioinformatics indicated that aging involves a prevalence of metabolic pathways after late and long periods. These findings provide a deeper understanding of changes involved in aging of beef and indicate a powerful method for future proteomics studies.
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Affiliation(s)
- Jessica Brandi
- Department
of Biotechnology, University of Verona, Strada le Grazie 15, Verona 37134, Italy
| | - Elisa Robotti
- Department
of Sciences and Technological Innovation, University of Piemonte Orientale, Alessandria 15121, Italy
| | - Marcello Manfredi
- Department
of Translational Medicine and Center for Translational Research on
Autoimmune Diseases, University of Piemonte
Orientale, Novara 28100, Italy
- Department
of Translational Medicine, University of
Piemonte Orientale, Novara 28100, Italy
| | - Elettra Barberis
- Department
of Translational Medicine and Center for Translational Research on
Autoimmune Diseases, University of Piemonte
Orientale, Novara 28100, Italy
- Department
of Translational Medicine, University of
Piemonte Orientale, Novara 28100, Italy
| | - Emilio Marengo
- Department
of Sciences and Technological Innovation, University of Piemonte Orientale, Alessandria 15121, Italy
| | - Enrico Novelli
- Department
of Comparative Biomedicine and Food Science, University of Padua, Legnaro, Padua 35122, Italy
| | - Daniela Cecconi
- Department
of Biotechnology, University of Verona, Strada le Grazie 15, Verona 37134, Italy
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Holvoet P, Klocke B, Vanhaverbeke M, Menten R, Sinnaeve P, Raitoharju E, Lehtimäki T, Oksala N, Zinser C, Janssens S, Sipido K, Lyytikainen LP, Cagnin S. RNA-sequencing reveals that STRN, ZNF484 and WNK1 add to the value of mitochondrial MT-COI and COX10 as markers of unstable coronary artery disease. PLoS One 2019; 14:e0225621. [PMID: 31821324 PMCID: PMC6903720 DOI: 10.1371/journal.pone.0225621] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Accepted: 11/09/2019] [Indexed: 12/23/2022] Open
Abstract
Markers in monocytes, precursors of macrophages, which are related to CAD, are largely unknown. Therefore, we aimed to identify genes in monocytes predictive of a new ischemic event in patients with CAD and/or discriminate between stable CAD and acute coronary syndrome. We included 66 patients with stable CAD, of which 24 developed a new ischemic event, and 19 patients with ACS. Circulating CD14+ monocytes were isolated with magnetic beads. RNA sequencing analysis in monocytes of patients with (n = 13) versus without (n = 11) ischemic event at follow-up and in patients with ACS (n = 12) was validated with qPCR (n = 85). MT-COI, STRN and COX10 predicted new ischemic events in CAD patients (power for separation at 1% error rate of 0.97, 0.90 and 0.77 respectively). Low MT-COI and high STRN were also related to shorter time between blood sampling and event. COX10 and ZNF484 together with MT-COI, STRN and WNK1 separated ACS completely from stable CAD patients. RNA expressions in monocytes of MT-COI, COX10, STRN, WNK1 and ZNF484 were independent of cholesterol lowering and antiplatelet treatment. They were independent of troponin T, a marker of myocardial injury. But, COX10 and ZNF484 in human plaques correlated to plaque markers of M1 macrophage polarization, reflecting vascular injury. Expression of MT-COI, COX10, STRN and WNK1, but not that of ZNF484, PBMCs paired with that in monocytes. The prospective study of relation of MT-COI, COX10, STRN, WNK1 and ZNF484 with unstable CAD is warranted.
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Affiliation(s)
- Paul Holvoet
- Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium
- * E-mail:
| | | | | | - Roxane Menten
- Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium
| | - Peter Sinnaeve
- Department of Clinical Cardiology, UZ Leuven, Leuven, Belgium
| | - Emma Raitoharju
- Department of Clinical Chemistry, Fimlab Laboratories, Tampere, Finland
- Finnish Cardiovascular Research Centre, Faculty of Medicine and Life Sciences University of Tampere, Tampere, Finland
| | - Terho Lehtimäki
- Department of Clinical Chemistry, Fimlab Laboratories, Tampere, Finland
- Finnish Cardiovascular Research Centre, Faculty of Medicine and Life Sciences University of Tampere, Tampere, Finland
| | - Niku Oksala
- Division of Vascular Surgery, Department of Surgery, Tampere University Hospital, Tampere, Finland
| | | | - Stefan Janssens
- Department of Clinical Cardiology, UZ Leuven, Leuven, Belgium
| | - Karin Sipido
- Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium
| | - Leo-Pekka Lyytikainen
- Department of Clinical Chemistry, Fimlab Laboratories, Tampere, Finland
- Finnish Cardiovascular Research Centre, Faculty of Medicine and Life Sciences University of Tampere, Tampere, Finland
| | - Stefano Cagnin
- Department of Biology, CRIBI Biotechnology Centre, Padova, Italy
- CIR-Myo Myology Centre, University of Padova, Padova, Italy
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