1
|
Rajkovic A, Kanchugal S, Abdurakhmanov E, Howard R, Wärmländer S, Erwin J, Barrera Saldaña HA, Gräslund A, Danielson H, Flores SC. Amino acid substitutions in human growth hormone affect secondary structure and receptor binding. PLoS One 2023; 18:e0282741. [PMID: 36952491 PMCID: PMC10035860 DOI: 10.1371/journal.pone.0282741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 02/22/2023] [Indexed: 03/25/2023] Open
Abstract
The interaction between human Growth Hormone (hGH) and hGH Receptor (hGHR) has basic relevance to cancer and growth disorders, and hGH is the scaffold for Pegvisomant, an anti-acromegaly therapeutic. For the latter reason, hGH has been extensively engineered by early workers to improve binding and other properties. We are particularly interested in E174 which belongs to the hGH zinc-binding triad; the substitution E174A is known to significantly increase binding, but to now no explanation has been offered. We generated this and several computationally-selected single-residue substitutions at the hGHR-binding site of hGH. We find that, while many successfully slow down dissociation of the hGH-hGHR complex once bound, they also slow down the association of hGH to hGHR. The E174A substitution induces a change in the Circular Dichroism spectrum that suggests the appearance of coiled-coiling. Here we show that E174A increases affinity of hGH against hGHR because the off-rate is slowed down more than the on-rate. For E174Y (and certain mutations at other sites) the slowdown in on-rate was greater than that of the off-rate, leading to decreased affinity. The results point to a link between structure, zinc binding, and hGHR-binding affinity in hGH.
Collapse
Affiliation(s)
- Andrei Rajkovic
- Department of Cell and Molecular Biology, Uppsala University, Uppsala, Sweden
| | - Sandesh Kanchugal
- Department of Cell and Molecular Biology, Uppsala University, Uppsala, Sweden
| | | | - Rebecca Howard
- Department of Biochemistry and Biophysics, Stockholm University, Frescati, Sweden
| | - Sebastian Wärmländer
- Department of Biochemistry and Biophysics, Stockholm University, Frescati, Sweden
| | - Joseph Erwin
- Department of Biochemistry and Biophysics, Stockholm University, Frescati, Sweden
| | | | - Astrid Gräslund
- Department of Biochemistry and Biophysics, Stockholm University, Frescati, Sweden
| | | | - Samuel Coulbourn Flores
- Department of Biochemistry and Biophysics, Stockholm University, Frescati, Sweden
- Department of Animal Breeding and Genetics, Swedish University of Agricultural Sciences, Uppsala, Sweden
| |
Collapse
|
2
|
Al-Amin RA, Johansson L, Abdurakhmanov E, Landegren N, Löf L, Arngården L, Blokzijl A, Svensson R, Hammond M, Lönn P, Haybaeck J, Kamali-Moghaddam M, Jensen A, Danielson U, Artursson P, Lundbäck T, Landegren U. Monitoring drug-target interactions through target engagement-mediated amplification on arrays and in situ. Nucleic Acids Res 2022; 50:e129. [PMID: 36189884 PMCID: PMC9825164 DOI: 10.1093/nar/gkac842] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 08/24/2022] [Accepted: 09/20/2022] [Indexed: 01/29/2023] Open
Abstract
Drugs are designed to bind their target proteins in physiologically relevant tissues and organs to modulate biological functions and elicit desirable clinical outcomes. Information about target engagement at cellular and subcellular resolution is therefore critical for guiding compound optimization in drug discovery, and for probing resistance mechanisms to targeted therapies in clinical samples. We describe a target engagement-mediated amplification (TEMA) technology, where oligonucleotide-conjugated drugs are used to visualize and measure target engagement in situ, amplified via rolling-circle replication of circularized oligonucleotide probes. We illustrate the TEMA technique using dasatinib and gefitinib, two kinase inhibitors with distinct selectivity profiles. In vitro binding by the dasatinib probe to arrays of displayed proteins accurately reproduced known selectivity profiles, while their differential binding to fixed adherent cells agreed with expectations from expression profiles of the cells. We also introduce a proximity ligation variant of TEMA to selectively investigate binding to specific target proteins of interest. This form of the assay serves to improve resolution of binding to on- and off-target proteins. In conclusion, TEMA has the potential to aid in drug development and clinical routine by conferring valuable insights in drug-target interactions at spatial resolution in protein arrays, cells and in tissues.
Collapse
Affiliation(s)
- Rasel A Al-Amin
- To whom correspondence should be addressed. Tel: +46 70 0535324;
| | - Lars Johansson
- Department of Medical Biochemistry and Biophysics, Chemical Biology Consortium Sweden (CBCS), Science for Life Laboratory, Karolinska Institutet, Solna, Sweden
| | - Eldar Abdurakhmanov
- Department of Chemistry-BMC, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Nils Landegren
- Center for Molecular Medicine, Department of Medicine (Solna), Science for Life Laboratory, Karolinska Institutet, Solna, Sweden
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Liza Löf
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Linda Arngården
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Andries Blokzijl
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Richard Svensson
- Department of Pharmacy, Uppsala University Drug Optimization and Pharmaceutical Profiling (UDOPP), Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Maria Hammond
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Peter Lönn
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Johannes Haybaeck
- Institute of Pathology, Neuropathology and Molecular Pathology, Medical University of Innsbruck, Innsbruck, Austria
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Graz, Austria
| | - Masood Kamali-Moghaddam
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Annika Jenmalm Jensen
- Department of Medical Biochemistry and Biophysics, Chemical Biology Consortium Sweden (CBCS), Science for Life Laboratory, Karolinska Institutet, Solna, Sweden
| | - U Helena Danielson
- Department of Chemistry-BMC, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Per Artursson
- Department of Pharmacy, Uppsala University Drug Optimization and Pharmaceutical Profiling (UDOPP), Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Thomas Lundbäck
- Department of Medical Biochemistry and Biophysics, Chemical Biology Consortium Sweden (CBCS), Science for Life Laboratory, Karolinska Institutet, Solna, Sweden
| | - Ulf Landegren
- Correspondence may also be addressed to Ulf Landegren. Tel: +46 18 4714910; Fax: +46 18 4714808;
| |
Collapse
|
3
|
Al-Amin RA, Muthelo PM, Abdurakhmanov E, Vincke C, Amin SP, Muyldermans S, Danielson UH, Landegren U. Sensitive Protein Detection Using Site-Specifically Oligonucleotide-Conjugated Nanobodies. Anal Chem 2022; 94:10054-10061. [PMID: 35786874 PMCID: PMC9310004 DOI: 10.1021/acs.analchem.2c00584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
![]()
High-quality affinity
probes are critical for sensitive and specific
protein detection, in particular for detection of protein biomarkers
in the early phases of disease development. Proximity extension assays
(PEAs) have been used for high-throughput multiplexed protein detection
of up to a few thousand different proteins in one or a few microliters
of plasma. Clonal affinity reagents can offer advantages over the
commonly used polyclonal antibodies (pAbs) in terms of reproducibility
and standardization of such assays. Here, we explore nanobodies (Nbs)
as an alternative to pAbs as affinity reagents for PEA. We describe
an efficient site-specific approach for preparing high-quality oligo-conjugated
Nb probes via enzyme coupling using Sortase A (SrtA). The procedure
allows convenient removal of unconjugated affinity reagents after
conjugation. The purified high-grade Nb probes were used in PEA, and
the reactions provided an efficient means to select optimal pairs
of binding reagents from a group of affinity reagents. We demonstrate
that Nb-based PEA (nano-PEA) for interleukin-6 (IL6) detection can
augment assay performance, compared to the use of pAb probes. We identify
and validate Nb combinations capable of binding in pairs without competition
for IL6 antigen detection by PEA.
Collapse
Affiliation(s)
- Rasel A Al-Amin
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Box 815, SE-751 08 Uppsala, Sweden
| | - Phathutshedzo M Muthelo
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Box 815, SE-751 08 Uppsala, Sweden
| | - Eldar Abdurakhmanov
- Department of Chemistry - BMC, Science for Life Laboratory, Uppsala University, Box 576, SE-751 23 Uppsala, Sweden
| | - Cécile Vincke
- Laboratory of Cellular and Molecular Immunology, Vrije Universiteit Brussel, 1050 Brussels, Belgium.,Myeloid Cell Immunology Laboratory, VIB Center for Inflammation Research, 1050 Brussels, Belgium
| | - Shahnaz P Amin
- Capio Vårdcentral Väsby, Dragonvägen 92, 194 33 Upplands Väsby, Sweden
| | - Serge Muyldermans
- Laboratory of Cellular and Molecular Immunology, Vrije Universiteit Brussel, 1050 Brussels, Belgium
| | - U Helena Danielson
- Department of Chemistry - BMC, Science for Life Laboratory, Uppsala University, Box 576, SE-751 23 Uppsala, Sweden
| | - Ulf Landegren
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Box 815, SE-751 08 Uppsala, Sweden
| |
Collapse
|
4
|
Luttens A, Gullberg H, Abdurakhmanov E, Vo DD, Akaberi D, Talibov VO, Nekhotiaeva N, Vangeel L, De Jonghe S, Jochmans D, Krambrich J, Tas A, Lundgren B, Gravenfors Y, Craig AJ, Atilaw Y, Sandström A, Moodie LWK, Lundkvist Å, van Hemert MJ, Neyts J, Lennerstrand J, Kihlberg J, Sandberg K, Danielson UH, Carlsson J. Ultralarge Virtual Screening Identifies SARS-CoV-2 Main Protease Inhibitors with Broad-Spectrum Activity against Coronaviruses. J Am Chem Soc 2022; 144:2905-2920. [PMID: 35142215 PMCID: PMC8848513 DOI: 10.1021/jacs.1c08402] [Citation(s) in RCA: 90] [Impact Index Per Article: 45.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Drugs targeting SARS-CoV-2 could have saved millions of lives during the COVID-19 pandemic, and it is now crucial to develop inhibitors of coronavirus replication in preparation for future outbreaks. We explored two virtual screening strategies to find inhibitors of the SARS-CoV-2 main protease in ultralarge chemical libraries. First, structure-based docking was used to screen a diverse library of 235 million virtual compounds against the active site. One hundred top-ranked compounds were tested in binding and enzymatic assays. Second, a fragment discovered by crystallographic screening was optimized guided by docking of millions of elaborated molecules and experimental testing of 93 compounds. Three inhibitors were identified in the first library screen, and five of the selected fragment elaborations showed inhibitory effects. Crystal structures of target-inhibitor complexes confirmed docking predictions and guided hit-to-lead optimization, resulting in a noncovalent main protease inhibitor with nanomolar affinity, a promising in vitro pharmacokinetic profile, and broad-spectrum antiviral effect in infected cells.
Collapse
Affiliation(s)
- Andreas Luttens
- Science for Life Laboratory, Department of Cell and Molecular Biology, Uppsala University, SE-75124 Uppsala, Sweden
| | - Hjalmar Gullberg
- Science for Life Laboratory, Biochemical and Cellular Assay Facility, Drug Discovery and Development Platform, Department of Biochemistry and Biophysics, Stockholm University, Solna, SE-17121 Stockholm, Sweden
| | - Eldar Abdurakhmanov
- Science for Life Laboratory, Department of Chemistry-BMC, Uppsala University, SE-75123 Uppsala, Sweden
| | - Duy Duc Vo
- Science for Life Laboratory, Department of Cell and Molecular Biology, Uppsala University, SE-75124 Uppsala, Sweden
| | - Dario Akaberi
- Department of Medical Biochemistry and Microbiology, Zoonosis Science Center, Uppsala University, SE-75123 Uppsala, Sweden
| | | | - Natalia Nekhotiaeva
- Science for Life Laboratory, Biochemical and Cellular Assay Facility, Drug Discovery and Development Platform, Department of Biochemistry and Biophysics, Stockholm University, Solna, SE-17121 Stockholm, Sweden
| | - Laura Vangeel
- KU Leuven, Department of Microbiology, Immunology and Transplantation, Rega Institute, Laboratory of Virology and Chemotherapy, 3000 Leuven, Belgium.,Global Virus Network, Baltimore, Maryland 21201, United States
| | - Steven De Jonghe
- KU Leuven, Department of Microbiology, Immunology and Transplantation, Rega Institute, Laboratory of Virology and Chemotherapy, 3000 Leuven, Belgium.,Global Virus Network, Baltimore, Maryland 21201, United States
| | - Dirk Jochmans
- KU Leuven, Department of Microbiology, Immunology and Transplantation, Rega Institute, Laboratory of Virology and Chemotherapy, 3000 Leuven, Belgium.,Global Virus Network, Baltimore, Maryland 21201, United States
| | - Janina Krambrich
- Department of Medical Biochemistry and Microbiology, Zoonosis Science Center, Uppsala University, SE-75123 Uppsala, Sweden
| | - Ali Tas
- Department of Medical Microbiology, Leiden University Medical Center, 2333ZA Leiden, The Netherlands
| | - Bo Lundgren
- Science for Life Laboratory, Biochemical and Cellular Assay Facility, Drug Discovery and Development Platform, Department of Biochemistry and Biophysics, Stockholm University, Solna, SE-17121 Stockholm, Sweden
| | - Ylva Gravenfors
- Science for Life Laboratory, Drug Discovery & Development Platform, Department of Organic Chemistry, Stockholm University, Solna, SE-17121 Stockholm, Sweden
| | - Alexander J Craig
- Department of Medicinal Chemistry, Uppsala University, SE-75123 Uppsala, Sweden
| | - Yoseph Atilaw
- Department of Chemistry-BMC, Uppsala University, SE-75123 Uppsala, Sweden
| | - Anja Sandström
- Department of Medicinal Chemistry, Uppsala University, SE-75123 Uppsala, Sweden
| | - Lindon W K Moodie
- Department of Medicinal Chemistry, Uppsala University, SE-75123 Uppsala, Sweden.,Uppsala Antibiotic Centre, Uppsala University, SE-75123 Uppsala, Sweden
| | - Åke Lundkvist
- Department of Medical Biochemistry and Microbiology, Zoonosis Science Center, Uppsala University, SE-75123 Uppsala, Sweden
| | - Martijn J van Hemert
- Department of Medical Microbiology, Leiden University Medical Center, 2333ZA Leiden, The Netherlands
| | - Johan Neyts
- KU Leuven, Department of Microbiology, Immunology and Transplantation, Rega Institute, Laboratory of Virology and Chemotherapy, 3000 Leuven, Belgium.,Global Virus Network, Baltimore, Maryland 21201, United States
| | - Johan Lennerstrand
- Department of Medical Sciences, Section of Clinical Microbiology, Uppsala University, SE-75185 Uppsala, Sweden
| | - Jan Kihlberg
- Department of Chemistry-BMC, Uppsala University, SE-75123 Uppsala, Sweden
| | - Kristian Sandberg
- Department of Medicinal Chemistry, Uppsala University, SE-75123 Uppsala, Sweden.,Department of Physiology and Pharmacology, Karolinska Institutet, SE-17177 Stockholm, Sweden.,Science for Life Laboratory, Drug Discovery & Development Platform, Uppsala Biomedical Center, Uppsala University, SE-75123 Uppsala, Sweden
| | - U Helena Danielson
- Science for Life Laboratory, Department of Chemistry-BMC, Uppsala University, SE-75123 Uppsala, Sweden
| | - Jens Carlsson
- Science for Life Laboratory, Department of Cell and Molecular Biology, Uppsala University, SE-75124 Uppsala, Sweden
| |
Collapse
|
5
|
Marklund E, Mao G, Yuan J, Zikrin S, Abdurakhmanov E, Deindl S, Elf J. Sequence specificity in DNA binding is mainly determined by association rather than dissociation. Biophys J 2022. [DOI: 10.1016/j.bpj.2021.11.389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022] Open
|
6
|
Bonagas N, Gustafsson NMS, Henriksson M, Marttila P, Gustafsson R, Wiita E, Borhade S, Green AC, Vallin KSA, Sarno A, Svensson R, Göktürk C, Pham T, Jemth AS, Loseva O, Cookson V, Kiweler N, Sandberg L, Rasti A, Unterlass JE, Haraldsson M, Andersson Y, Scaletti ER, Bengtsson C, Paulin CBJ, Sanjiv K, Abdurakhmanov E, Pudelko L, Kunz B, Desroses M, Iliev P, Färnegårdh K, Krämer A, Garg N, Michel M, Häggblad S, Jarvius M, Kalderén C, Jensen AB, Almlöf I, Karsten S, Zhang SM, Häggblad M, Eriksson A, Liu J, Glinghammar B, Nekhotiaeva N, Klingegård F, Koolmeister T, Martens U, Llona-Minguez S, Moulson R, Nordström H, Parrow V, Dahllund L, Sjöberg B, Vargas IL, Vo DD, Wannberg J, Knapp S, Krokan HE, Arvidsson PI, Scobie M, Meiser J, Stenmark P, Berglund UW, Homan EJ, Helleday T. Pharmacological targeting of MTHFD2 suppresses acute myeloid leukemia by inducing thymidine depletion and replication stress. Nat Cancer 2022; 3:156-172. [PMID: 35228749 PMCID: PMC8885417 DOI: 10.1038/s43018-022-00331-y] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Accepted: 01/10/2022] [Indexed: 11/09/2022]
Abstract
The folate metabolism enzyme MTHFD2 (methylenetetrahydrofolate dehydrogenase/cyclohydrolase) is consistently overexpressed in cancer but its roles are not fully characterized, and current candidate inhibitors have limited potency for clinical development. In the present study, we demonstrate a role for MTHFD2 in DNA replication and genomic stability in cancer cells, and perform a drug screen to identify potent and selective nanomolar MTHFD2 inhibitors; protein cocrystal structures demonstrated binding to the active site of MTHFD2 and target engagement. MTHFD2 inhibitors reduced replication fork speed and induced replication stress followed by S-phase arrest and apoptosis of acute myeloid leukemia cells in vitro and in vivo, with a therapeutic window spanning four orders of magnitude compared with nontumorigenic cells. Mechanistically, MTHFD2 inhibitors prevented thymidine production leading to misincorporation of uracil into DNA and replication stress. Overall, these results demonstrate a functional link between MTHFD2-dependent cancer metabolism and replication stress that can be exploited therapeutically with this new class of inhibitors.
Collapse
Affiliation(s)
- Nadilly Bonagas
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Nina M S Gustafsson
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Martin Henriksson
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Petra Marttila
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Robert Gustafsson
- Department of Biochemistry & Biophysics, Stockholm University, Stockholm, Sweden
| | - Elisée Wiita
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Sanjay Borhade
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Alanna C Green
- Weston Park Cancer Centre, Department of Oncology and Metabolism, The Medical School, University of Sheffield, Sheffield, UK
| | - Karl S A Vallin
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Antonio Sarno
- Department of Cancer Research and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Richard Svensson
- Uppsala University Drug Optimization and Pharmaceutical Profiling Platform, Department of Pharmacy, Uppsala University, Uppsala, Sweden
| | - Camilla Göktürk
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Therese Pham
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Ann-Sofie Jemth
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Olga Loseva
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Victoria Cookson
- Weston Park Cancer Centre, Department of Oncology and Metabolism, The Medical School, University of Sheffield, Sheffield, UK
| | - Nicole Kiweler
- Cancer Metabolism Group, Department of Oncology, Luxembourg Institute of Health, Luxembourg, Luxembourg
| | - Lars Sandberg
- Drug Discovery and Development Platform, Science for Life Laboratory, Department of Organic Chemistry, Stockholm University, Solna, Sweden
| | - Azita Rasti
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Judith E Unterlass
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Martin Haraldsson
- Drug Discovery and Development Platform, Science for Life Laboratory, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Solna, Sweden
| | - Yasmin Andersson
- Drug Discovery and Development Platform, Science for Life Laboratory, School of Engineering Sciences in Chemistry, Biotechnology and Health, Royal Institute of Technology, Solna, Sweden
| | - Emma R Scaletti
- Department of Biochemistry & Biophysics, Stockholm University, Stockholm, Sweden.,Department of Experimental Medical Science, Lund University, Lund, Sweden
| | - Christoffer Bengtsson
- Drug Discovery and Development Platform, Science for Life Laboratory, Department of Organic Chemistry, Stockholm University, Solna, Sweden
| | - Cynthia B J Paulin
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Kumar Sanjiv
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Eldar Abdurakhmanov
- Drug Discovery and Development Platform, Science for Life Laboratory, Department of Chemistry-BMC, Uppsala University, Uppsala, Sweden
| | - Linda Pudelko
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Ben Kunz
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Matthieu Desroses
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Petar Iliev
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Katarina Färnegårdh
- Drug Discovery and Development Platform, Science for Life Laboratory, Department of Organic Chemistry, Stockholm University, Solna, Sweden
| | - Andreas Krämer
- Institute of Pharmaceutical Chemistry, Goethe University, Frankfurt, Germany
| | - Neeraj Garg
- Department of Medicinal Chemistry, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Maurice Michel
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Sara Häggblad
- Biochemical and Cellular Screening Facility, Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Solna, Sweden
| | - Malin Jarvius
- Department of Medical Sciences, Division of Cancer Pharmacology and Computational Medicine, Uppsala University, Uppsala, Sweden
| | - Christina Kalderén
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Amanda Bögedahl Jensen
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Ingrid Almlöf
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Stella Karsten
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Si Min Zhang
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Maria Häggblad
- Biochemical and Cellular Screening Facility, Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Solna, Sweden
| | - Anders Eriksson
- Karolinska High Throughput Centre, Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden
| | - Jianping Liu
- Karolinska High Throughput Centre, Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden
| | - Björn Glinghammar
- Drug Discovery and Development Platform, Science for Life Laboratory, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Solna, Sweden
| | - Natalia Nekhotiaeva
- Karolinska High Throughput Centre, Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden
| | - Fredrik Klingegård
- Drug Discovery and Development Platform, Science for Life Laboratory, Department of Organic Chemistry, Stockholm University, Solna, Sweden
| | - Tobias Koolmeister
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Ulf Martens
- Biochemical and Cellular Screening Facility, Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Solna, Sweden
| | - Sabin Llona-Minguez
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Ruth Moulson
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Helena Nordström
- Drug Discovery and Development Platform, Science for Life Laboratory, Department of Chemistry-BMC, Uppsala University, Uppsala, Sweden
| | - Vendela Parrow
- Department of Medical Sciences, Division of Cancer Pharmacology and Computational Medicine, Uppsala University, Uppsala, Sweden
| | - Leif Dahllund
- Drug Discovery and Development Platform, Science for Life Laboratory, School of Engineering Sciences in Chemistry, Biotechnology and Health, Royal Institute of Technology, Solna, Sweden
| | - Birger Sjöberg
- Drug Discovery and Development Platform, Science for Life Laboratory, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Solna, Sweden
| | - Irene L Vargas
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Duy Duc Vo
- Department of Medicinal Chemistry, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Johan Wannberg
- Department of Medicinal Chemistry, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Stefan Knapp
- Institute of Pharmaceutical Chemistry, Goethe University, Frankfurt, Germany
| | - Hans E Krokan
- Department of Cancer Research and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Per I Arvidsson
- Drug Discovery and Development Platform, Science for Life Laboratory, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Solna, Sweden
| | - Martin Scobie
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Johannes Meiser
- Cancer Metabolism Group, Department of Oncology, Luxembourg Institute of Health, Luxembourg, Luxembourg
| | - Pål Stenmark
- Department of Biochemistry & Biophysics, Stockholm University, Stockholm, Sweden.,Department of Experimental Medical Science, Lund University, Lund, Sweden
| | - Ulrika Warpman Berglund
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Evert J Homan
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Thomas Helleday
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden. .,Weston Park Cancer Centre, Department of Oncology and Metabolism, The Medical School, University of Sheffield, Sheffield, UK.
| |
Collapse
|
7
|
Marklund E, Mao G, Yuan J, Zikrin S, Abdurakhmanov E, Deindl S, Elf J. Sequence specificity in DNA binding is mainly governed by association. Science 2022; 375:442-445. [PMID: 35084952 DOI: 10.1126/science.abg7427] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Sequence-specific binding of proteins to DNA is essential for accessing genetic information. We derive a model that predicts an anticorrelation between the macroscopic association and dissociation rates of DNA binding proteins. We tested the model for thousands of different lac operator sequences with a protein binding microarray and by observing kinetics for individual lac repressor molecules in single-molecule experiments. We found that sequence specificity is mainly governed by the efficiency with which the protein recognizes different targets. The variation in probability of recognizing different targets is at least 1.7 times as large as the variation in microscopic dissociation rates. Modulating the rate of binding instead of the rate of dissociation effectively reduces the risk of the protein being retained on nontarget sequences while searching.
Collapse
Affiliation(s)
- Emil Marklund
- Department of Cell and Molecular Biology, Science for Life Laboratory, Uppsala University, Box 596, 75124, Uppsala, Sweden
| | - Guanzhong Mao
- Department of Cell and Molecular Biology, Science for Life Laboratory, Uppsala University, Box 596, 75124, Uppsala, Sweden
| | - Jinwen Yuan
- Department of Cell and Molecular Biology, Science for Life Laboratory, Uppsala University, Box 596, 75124, Uppsala, Sweden
| | - Spartak Zikrin
- Department of Cell and Molecular Biology, Science for Life Laboratory, Uppsala University, Box 596, 75124, Uppsala, Sweden
| | - Eldar Abdurakhmanov
- Drug Discovery and Development Platform, Science for Life Laboratory, Department of Chemistry, BMC, Uppsala University, Box 576, 751 23 Uppsala, Sweden
| | - Sebastian Deindl
- Department of Cell and Molecular Biology, Science for Life Laboratory, Uppsala University, Box 596, 75124, Uppsala, Sweden
| | - Johan Elf
- Department of Cell and Molecular Biology, Science for Life Laboratory, Uppsala University, Box 596, 75124, Uppsala, Sweden
| |
Collapse
|
8
|
Xu X, Makaraviciute A, Abdurakhmanov E, Wermeling F, Li S, Danielson UH, Nyholm L, Zhang Z. Estimating Detection Limits of Potentiometric DNA Sensors Using Surface Plasmon Resonance Analyses. ACS Sens 2020; 5:217-224. [PMID: 31833355 DOI: 10.1021/acssensors.9b02086] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
As the signals of potentiometric-based DNA ion-selective field effect transistor (ISFET) sensors differ largely from report to report, a systematic revisit to this method is needed. Herein, the hybridization of the target and the probe DNA on the sensor surface and its dependence on the surface probe DNA coverage and the ionic strength were systematically investigated by surface plasmon resonance (SPR). The maximum potentiometric DNA hybridization signal that could be registered by an ISFET sensor was estimated based on the SPR measurements, without considering buffering effects from any side interaction on the sensing electrode. We found that under physiological solutions (200 to 300 mM ionic strength), the ISFET sensor could not register the DNA hybridization events on the sensor surface due to Debye screening. Lowering the salt concentration to enlarge the Debye length would at the same time reduce the surface hybridization efficiency, thus suppressing the signal. This adverse effect of low salt concentration on the hybridization efficiency was also found to be more significant on the surface with higher probe coverage due to steric hindrance. With the method of diluting buffer, the maximum potentiometric signal generated by the DNA hybridization was estimated to be only around 120 mV with the lowest detection limit of 30 nM, occurring on a surface with optimized probe coverage and in the tris buffer with 10 mM NaCl. An alternative method would be to achieve high-efficiency hybridization in the buffer with high salt concentration (1 M NaCl) and then to perform potentiometric measurements in the buffer with low salt concentration (1 mM NaCl). Based on the characterization of the stability of the hybridized DNA duplexes on the sensor surface in low salt concentration buffer solutions, the estimated maximum potentiometric signal could be significantly higher using the alternative method. The lowest detection limit for this alternative method was estimated to be around 0.6 nM. This work can serve as an important quantitative reference for potentiometric DNA sensors.
Collapse
Affiliation(s)
- Xingxing Xu
- Division of Solid-State Electronics, Department of Engineering Sciences, Ångström Laboratory, Uppsala University, P.O. Box 534, SE-751 21 Uppsala, Sweden
| | - Asta Makaraviciute
- Division of Solid-State Electronics, Department of Engineering Sciences, Ångström Laboratory, Uppsala University, P.O. Box 534, SE-751 21 Uppsala, Sweden
| | - Eldar Abdurakhmanov
- Department of Chemistry-BMC, Uppsala University, P.O. Box 576, SE-751 23 Uppsala, Sweden
- Science for Life Laboratory, Uppsala University, SE-751 23 Uppsala, Sweden
| | - Fredrik Wermeling
- Center for Molecular Medicine, Division of Rheumatology, Department of Medicine, Karolinska Institutet, Karolinska University Hospital, SE-171 77 Stockholm, Sweden
| | - Shiyu Li
- Division of Solid-State Electronics, Department of Engineering Sciences, Ångström Laboratory, Uppsala University, P.O. Box 534, SE-751 21 Uppsala, Sweden
| | - U. Helena Danielson
- Department of Chemistry-BMC, Uppsala University, P.O. Box 576, SE-751 23 Uppsala, Sweden
- Science for Life Laboratory, Uppsala University, SE-751 23 Uppsala, Sweden
| | - Leif Nyholm
- Department of Chemistry-Ångström Laboratory, Uppsala University, P.O. Box 538, SE-751 21 Uppsala, Sweden
| | - Zhen Zhang
- Division of Solid-State Electronics, Department of Engineering Sciences, Ångström Laboratory, Uppsala University, P.O. Box 534, SE-751 21 Uppsala, Sweden
| |
Collapse
|
9
|
Xu X, Makaraviciute A, Kumar S, Wen C, Sjödin M, Abdurakhmanov E, Danielson UH, Nyholm L, Zhang Z. Structural Changes of Mercaptohexanol Self-Assembled Monolayers on Gold and Their Influence on Impedimetric Aptamer Sensors. Anal Chem 2019; 91:14697-14704. [PMID: 31650834 DOI: 10.1021/acs.analchem.9b03946] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Despite a large number of publications describing biosensors based on electrochemical impedance spectroscopy (EIS), little attention has been paid to the stability and reproducibility issues of the sensor interfaces. In this work, the stability and reproducibility of faradaic EIS analyses on the aptamer/mercaptohexanol (MCH) self-assembled monolayer (SAM)-functionalized gold surfaces in ferri- and ferrocyanide solution were systematically evaluated prior to and after the aptamer-probe DNA hybridization. It is shown that the EIS data exhibited significant drift, and this significantly affected the reproducibility of the EIS signal of the hybridization. As a result, no significant difference between the charge transfer resistance (RCT) changes induced by the aptamer-target DNA hybridization and that caused by the drift could be identified. A conditioning of the electrode in the measurement solution for more than 12 h was required to reach a stable RCT baseline prior to the aptamer-probe DNA hybridization. The monitored drift in RCT and double layer capacitance during the conditioning suggests that the MCH SAM on the gold surface reorganized to a thinner but more closely packed layer. We also observed that the hot binding buffer used in the following aptamer-probe DNA hybridization process could induce additional MCH and aptamer reorganization, and thus further drift in RCT. As a result, the RCT change caused by the aptamer-probe DNA hybridization was less than that caused by the hot binding buffer (blank control experiment). Therefore, it is suggested that the use of high temperature in the EIS measurement should be carefully evaluated or avoided. This work provides practical guidelines for the EIS measurements. Moreover, because SAM-functionalized gold electrodes are widely used in biosensors, for example, DNA sensors, an improved understanding of the origin of the observed drift is very important for the development of well-functioning and reproducible biosensors.
Collapse
Affiliation(s)
| | | | - Shalen Kumar
- School of Biological Sciences , Victoria University of Wellington , Wellington 6140 , New Zealand.,AuramerBio Limited, Callaghan Innovation Quarter , 69 Seaview Road , Gracefield, Lower Hutt 5010 , New Zealand
| | | | | | - Eldar Abdurakhmanov
- Department of Chemistry-BMC and Science for Life Laboratory , Uppsala University , P.O. Box 576, Uppsala SE-751 23 , Sweden
| | - U Helena Danielson
- Department of Chemistry-BMC and Science for Life Laboratory , Uppsala University , P.O. Box 576, Uppsala SE-751 23 , Sweden
| | - Leif Nyholm
- Department of Chemistry, The Ångström Laboratory , Uppsala University , P.O. Box 538, Uppsala SE-751 21 , Sweden
| | | |
Collapse
|
10
|
Belfrage AK, Abdurakhmanov E, Åkerblom E, Brandt P, Alogheli H, Neyts J, Danielson UH, Sandström A. Pan-NS3 protease inhibitors of hepatitis C virus based on an R3-elongated pyrazinone scaffold. Eur J Med Chem 2018; 148:453-464. [DOI: 10.1016/j.ejmech.2018.02.032] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2017] [Revised: 01/20/2018] [Accepted: 02/10/2018] [Indexed: 02/07/2023]
|
11
|
Solbak SMØ, Abdurakhmanov E, Vedeler A, Danielson UH. Characterization of interactions between hepatitis C virus NS5B polymerase, annexin A2 and RNA - effects on NS5B catalysis and allosteric inhibition. Virol J 2017; 14:236. [PMID: 29228983 PMCID: PMC5725786 DOI: 10.1186/s12985-017-0904-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2017] [Accepted: 11/27/2017] [Indexed: 12/12/2022] Open
Abstract
Background Direct acting antivirals (DAAs) provide efficient hepatitis C virus (HCV) therapy and clearance for a majority of patients, but are not available or effective for all patients. They risk developing HCV-induced hepatocellular carcinoma (HCC), for which the mechanism remains obscure and therapy is missing. Annexin A2 (AnxA2) has been reported to co-precipitate with the non-structural (NS) HCV proteins NS5B and NS3/NS4A, indicating a role in HCC tumorigenesis and effect on DAA therapy. Methods Surface plasmon resonance biosensor technology was used to characterize direct interactions between AnxA2 and HCV NS5B, NS3/NS4 and RNA, and the subsequent effects on catalysis and inhibition. Results No direct interaction between AnxA2 and NS3/NS4A was detected, while AnxA2 formed a slowly dissociating, high affinity (KD = 30 nM), complex with NS5B, decreasing its catalytic activity and affinity for the allosteric inhibitor filibuvir. The RNA binding of the two proteins was independent and AnxA2 and NS5B interacted with different RNAs in ternary complexes of AnxA2:NS5B:RNA, indicating specific preferences. Conclusions The complex interplay revealed between NS5B, AnxA2, RNA and filibuvir, suggests that AnxA2 may have an important role for the progression and treatment of HCV infections and the development of HCC, which should be considered also when designing new allosteric inhibitors. Electronic supplementary material The online version of this article (10.1186/s12985-017-0904-4) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Sara M Ø Solbak
- Department of Chemistry - BMC, Uppsala University, Uppsala, Sweden
| | | | - Anni Vedeler
- Department of Biomedicine, University of Bergen, Bergen, Norway
| | - U Helena Danielson
- Department of Chemistry - BMC, Uppsala University, Uppsala, Sweden. .,Science for Life Laboratory, Uppsala University, Uppsala, Sweden.
| |
Collapse
|
12
|
Belfrage AK, Abdurakhmanov E, Kerblom E, Brandt P, Oshalim A, Gising J, Skogh A, Neyts J, Danielson UH, Sandström A. Discovery of pyrazinone based compounds that potently inhibit the drug-resistant enzyme variant R155K of the hepatitis C virus NS3 protease. Bioorg Med Chem 2016; 24:2603-20. [PMID: 27160057 DOI: 10.1016/j.bmc.2016.03.066] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2015] [Revised: 03/17/2016] [Accepted: 03/21/2016] [Indexed: 01/15/2023]
Abstract
Herein, we present the design and synthesis of 2(1H)-pyrazinone based HCV NS3 protease inhibitors with variations in the C-terminus. Biochemical evaluation was performed using genotype 1a, both the wild-type and the drug resistant enzyme variant, R155K. Surprisingly, compounds without an acidic sulfonamide retained good inhibition, challenging our previous molecular docking model. Moreover, selected compounds in this series showed nanomolar potency against R155K NS3 protease; which generally confer resistance to all HCV NS3 protease inhibitors approved or in clinical trials. These results further strengthen the potential of this novel substance class, being very different to the approved drugs and clinical candidates, in the development of inhibitors less sensitive to drug resistance.
Collapse
Affiliation(s)
- Anna Karin Belfrage
- Department of Medicinal Chemistry, Organic Pharmaceutical Chemistry, Uppsala University, Box 574, SE-75123 Uppsala, Sweden
| | - Eldar Abdurakhmanov
- Department of Chemistry-BMC, Uppsala University, Box 576, SE-75123 Uppsala, Sweden
| | - Eva Kerblom
- Department of Medicinal Chemistry, Organic Pharmaceutical Chemistry, Uppsala University, Box 574, SE-75123 Uppsala, Sweden
| | - Peter Brandt
- Department of Medicinal Chemistry, Organic Pharmaceutical Chemistry, Uppsala University, Box 574, SE-75123 Uppsala, Sweden
| | - Anna Oshalim
- Department of Medicinal Chemistry, Organic Pharmaceutical Chemistry, Uppsala University, Box 574, SE-75123 Uppsala, Sweden
| | - Johan Gising
- Department of Medicinal Chemistry, Organic Pharmaceutical Chemistry, Uppsala University, Box 574, SE-75123 Uppsala, Sweden
| | - Anna Skogh
- Department of Medicinal Chemistry, Organic Pharmaceutical Chemistry, Uppsala University, Box 574, SE-75123 Uppsala, Sweden
| | - Johan Neyts
- Rega Institute, Department of Microbiology and Immunology, University of Leuven, B-3000 Leuven, Belgium
| | - U Helena Danielson
- Department of Chemistry-BMC, Uppsala University, Box 576, SE-75123 Uppsala, Sweden
| | - Anja Sandström
- Department of Medicinal Chemistry, Organic Pharmaceutical Chemistry, Uppsala University, Box 574, SE-75123 Uppsala, Sweden.
| |
Collapse
|