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Interaction kinetic analysis in drug design, enzymology and protein research
Uppsala University, Disciplinary Domain of Science and Technology, Chemistry, Department of Chemistry - BMC.ORCID iD: 0000-0002-1135-2744
2018 (English)Doctoral thesis, comprehensive summary (Other academic)
Description
Abstract [en]

The work presented here is focused on the phenomenon of molecular recognition – the mutual ability of biological molecules to recognize each other through their chemical signatures. Here, the kinetic aspects of recognition were evaluated, as interaction kinetics reveal valuable dimensions in the description of molecular events in biological systems. The primary objects studied in this thesis were human proteins and their interaction partners. Proteins serve a fundamental role in living organisms, supporting the biochemical machinery by means of catalysis, signalling and transport; additionally, proteins are the main targets for drugs.

In the first study, carbonic anhydrase (CA) isozymes were employed as a model system to address the problem of drug selectivity. Kinetic signatures preferable for the design of selective sulphonamide-based inhibitors were identified. In a follow up study, the recognition between CA and sulphonamides was separated into two parts, uncovering intrinsic recognition features that genuinely reflect the interaction mechanism. For the first time, the concept of intrinsic interaction kinetics was applied to a drug-target system.

Another model protein studied in this thesis was calmodulin (CaM), as its interactions with other proteins should have specific kinetic signatures to support the dynamics of calcium-dependent signalling. The study evolved around calcium-dependent CaM interactions with the neuronal protein neurogranin (Ng), and revealed its complex nature. Ng was found to interact with CaM both in presence and absence of calcium, but with different kinetics and affinity. This finding supports development of a mechanistic model of calcium sensitivity regulation.

The last two projects were more applied, exploring the druggability of an emerging class of pharmaceutical targets – epigenetic enzymes. Expertise and methodology for biophysically guided drug discovery towards histone demethylase LSD1 and histone methyltransferase SMYD3 were developed. For LSD1, the project assisted the rational design of active site-targeting macrocyclic peptides, and resulted in the development of competitive inhibitors with a well described mechanism of action. A novel biophysical platform for screening was developed for SMYD3. It proved to be successful, as it identified previously unknown allosteric ligand binding site. Both projects were supported by structural studies, expanding the druggable space of epigenetic targets.

Place, publisher, year, edition, pages
Uppsala: Acta Universitatis Upsaliensis, 2018. , p. 51
Series
Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology, ISSN 1651-6214 ; 1735
National Category
Biochemistry Molecular Biology
Research subject
Biochemistry
Identifiers
URN: urn:nbn:se:uu:diva-363323ISBN: 978-91-513-0479-3 (print)OAI: oai:DiVA.org:uu-363323DiVA, id: diva2:1256395
Public defence
2018-12-05, B42, BMC, Husargatan 3, Uppsala, 13:00 (English)
Opponent
Supervisors
Available from: 2018-11-09 Created: 2018-10-16 Last updated: 2025-02-20
List of papers
1. Kinetically Selective Inhibitors of Human Carbonic Anhydrase Isozymes I, II, VII, IX, XII, and XIII
Open this publication in new window or tab >>Kinetically Selective Inhibitors of Human Carbonic Anhydrase Isozymes I, II, VII, IX, XII, and XIII
2016 (English)In: Journal of Medicinal Chemistry, ISSN 0022-2623, E-ISSN 1520-4804, Vol. 59, no 5, p. 2083-2093Article in journal (Refereed) Published
Abstract [en]

To get a better understanding of the possibility of developing selective carbonic anhydrase (CA) inhibitors, interactions between 17 benzenesulphonamide ligands and 6 human CAs (full-length CA I, II, VII, and XIII and catalytic domains of CA IX and XII) were characterized using surface plasmon resonance and fluorescent-based thermal shift assays. Kinetics revealed that the strongest binders had subnanomolar affinities with low dissociation rates (i.e., kd values around 1 × 10(-3) s(-1)) or were essentially irreversible. Chemodynamic analysis of the interactions highlighted an intrinsic mechanism of the CA-sulphonamide interaction kinetics and showed that slow dissociation rates were mediated by large hydrophobic contacts. The studied inhibitors demonstrated a high cross-reactivity within the protein family. However, according to chemical phylogenetic analysis developed for kinetic data, several ligands were found to be selective against certain CA isozymes, indicating that it should be possible to develop selective CA inhibitors suitable for clinical use.

National Category
Medicinal Chemistry
Identifiers
urn:nbn:se:uu:diva-282368 (URN)10.1021/acs.jmedchem.5b01723 (DOI)000372043400030 ()26805033 (PubMedID)
Funder
Swedish Research Council, D0571301
Available from: 2016-04-05 Created: 2016-04-05 Last updated: 2018-10-16Bibliographically approved
2. Introduction of Intrinsic Kinetics of Protein-Ligand Interactions and Their Implications for Drug Design
Open this publication in new window or tab >>Introduction of Intrinsic Kinetics of Protein-Ligand Interactions and Their Implications for Drug Design
2018 (English)In: Journal of Medicinal Chemistry, ISSN 0022-2623, E-ISSN 1520-4804, Vol. 61, no 6, p. 2292-2302Article in journal (Refereed) Published
Abstract [en]

Structure kinetic relationship analyses and identification of dominating interactions for optimization of lead compounds should ideally be based on intrinsic rate constants instead of the more easily accessible observed kinetic constants, which also account for binding linked reactions. The intrinsic rate constants for sulfonamide inhibitors and pharmacologically relevant isoforms of carbonic anhydrase were determined by a novel surface plasmon resonance (SPR) biosensor-based approach, using chemodynamic analysis of binding-linked pH-dependent effects. The observed association rates (k(a)(obs)) were pH-dependent and correlated with the fraction of deprotonated inhibitor and protonated zinc-bound water molecule. The intrinsic association rate constants (k(a)(intr)) were pH independent and higher than k(a)(obs). By contrast, the observed and intrinsic dissociation rate constants were identical and pH-independent, demonstrating that the observed association and dissociation mechanisms are inherently different. A model accounting for the differences between intrinsic and observed rate constants was developed, useful also for other interactions with binding-linked protonation reactions.

Place, publisher, year, edition, pages
American Chemical Society (ACS), 2018
National Category
Medicinal Chemistry
Identifiers
urn:nbn:se:uu:diva-354359 (URN)10.1021/acs.jmedchem.7b01408 (DOI)000428356600008 ()29466001 (PubMedID)
Funder
Swedish Research Council, D0571301Carl Tryggers foundation
Available from: 2018-06-26 Created: 2018-06-26 Last updated: 2018-10-16Bibliographically approved
3. Biophysical analysis of the dynamics of calmodulin interactions with neurogranin and Ca2+/calmodulin-dependent kinase II
Open this publication in new window or tab >>Biophysical analysis of the dynamics of calmodulin interactions with neurogranin and Ca2+/calmodulin-dependent kinase II
2017 (English)In: Journal of Molecular Recognition, ISSN 0952-3499, E-ISSN 1099-1352, Vol. 30, p. 1-11, article id e2621Article in journal (Refereed) Published
Abstract [en]

Calmodulin (CaM) functions depend on interactions with CaM-binding proteins, regulated by Ca2+. Induced structural changes influence the affinity, kinetics, and specificities of the interactions. The dynamics of CaM interactions with neurogranin (Ng) and the CaM-binding region of Ca2+/calmodulin-dependent kinase II (CaMKII290-309) have been studied using biophysical methods. These proteins have opposite Ca2+ dependencies for CaM binding. Surface plasmon resonance biosensor analysis confirmed that Ca2+ and CaM interact very rapidly, and with moderate affinity (KDSPR=3M). Calmodulin-CaMKII290-309 interactions were only detected in the presence of Ca2+, exhibiting fast kinetics and nanomolar affinity (KDSPR7.1nM). The CaM-Ng interaction had higher affinity under Ca2+-depleted (KDSPR480nM,3.4x105M-1s-1 and k(-1) = 1.6 x 10(-1)s(-1)) than Ca2+-saturated conditions (KDSPR19M). The IQ motif of Ng (Ng(27-50)) had similar affinity for CaM as Ng under Ca2+-saturated conditions (KDSPR=14M), but no interaction was seen under Ca2+-depleted conditions. Microscale thermophoresis using fluorescently labeled CaM confirmed the surface plasmon resonance results qualitatively, but estimated lower affinities for the Ng (KDMST890nM) and CaMKII290-309(KDMST190nM) interactions. Although CaMKII290-309 showed expected interaction characteristics, they may be different for full-length CaMKII. The data for full-length Ng, but not Ng(27-50), agree with the current model on Ng regulation of Ca2+/CaM signaling.

Keywords
calmodulin, calmodulin-dependent kinase, surface plasmon resonance, microscale thermophoresis, neurogranin
National Category
Biochemistry Molecular Biology
Research subject
Biochemistry
Identifiers
urn:nbn:se:uu:diva-329023 (URN)10.1002/jmr.2621 (DOI)000405095400006 ()
Funder
Swedish Research Council, D0571301
Available from: 2017-09-06 Created: 2017-09-06 Last updated: 2025-02-20Bibliographically approved
4. Macrocyclic peptides as inhibitors of human LSD1
Open this publication in new window or tab >>Macrocyclic peptides as inhibitors of human LSD1
Show others...
(English)Manuscript (preprint) (Other academic)
Abstract [en]

Lysine demethylase 1 (LSD1) regulates the degree of methylation of Lys4 of histone 3 in the nucleosome core particle. As LSD1 is overexpressed in certain cancers,  inhibitors have potential for use as drugs. Guided by the structures of two peptidic ligands bound to LSD1 we prepared truncated, mono-substituted and macrocyclic peptides to find leads for development of specific and revserible inhibitors. Surface plasmon resonance biosensor analysis revealed that some stapled, macrocyclic peptides had up to 10-fold higher affinity for LSD1 than the corresponding linear native peptide. Furthermore, peptides cyclized by lactamization were low mM inhibitors of LSD1, with the most effective one being >25-fold more potent than the linear native reference.

National Category
Chemical Sciences Biological Sciences
Identifiers
urn:nbn:se:uu:diva-330378 (URN)
Funder
Swedish Research Council
Available from: 2017-09-28 Created: 2017-09-28 Last updated: 2018-10-16
5. Biophysical approach reveals a novel allosteric ligand binding site of SMYD3 histone methyltransferase
Open this publication in new window or tab >>Biophysical approach reveals a novel allosteric ligand binding site of SMYD3 histone methyltransferase
Show others...
(English)Manuscript (preprint) (Other academic)
Abstract [en]

SET-and MYND-domain containing protein 3 (SMYD3) is a lysine methyltransferase that plays a role in epigenetic regulation. The protein was shown to have cancerogenic activities and is considered to be a perspective drug target. Here, we propose a Surface Plasmon Resonance-based (SPR) biophysical platform to aid SMYD3 drug discovery. The SPR screening assay was validated with a small subset of drug-like compounds, and resulted in an assay hit. The hit compound-SMYD3 complex structure was solved, and a new allosteric ligand binding site of the protein was revealed. The interaction was found localized within the previously reported SMYD3-heat shock protein 90 (HSP90) recognition site, thereby rendering the hit compound as a perspective candidate for a development of a protein-protein interface inhibitor.

National Category
Biochemistry Molecular Biology
Research subject
Biochemistry; Medicinal Chemistry; Biochemistry
Identifiers
urn:nbn:se:uu:diva-363297 (URN)
Available from: 2018-10-16 Created: 2018-10-16 Last updated: 2025-02-20

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