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1.
Proc Natl Acad Sci U S A ; 119(21): e2118847119, 2022 05 24.
Article in English | MEDLINE | ID: mdl-35594393

ABSTRACT

G protein­coupled receptors (GPCRs) are involved in regulation of manifold physiological processes through coupling to heterotrimeric G proteins upon ligand stimulation. Classical therapeutically active drugs simultaneously initiate several downstream signaling pathways, whereas biased ligands, which stabilize subsets of receptor conformations, elicit more selective signaling. This concept of functional selectivity of a ligand has emerged as an interesting property for the development of new therapeutic molecules. Biased ligands are expected to have superior efficacy and/or reduced side effects by regulating biological functions of GPCRs in a more precise way. In the last decade, 5-HT7 receptor (5-HT7R) has become a promising target for the treatment of neuropsychiatric disorders, sleep and circadian rhythm disorders, and pathological pain. In this study, we showed that Serodolin is unique among a number of agonists and antagonists tested: it behaves as an antagonist/inverse agonist on Gs signaling while inducing ERK activation through a ß-arrestin­dependent signaling mechanism that requires c-SRC activation. Moreover, we showed that Serodolin clearly decreases hyperalgesia and pain sensation in response to inflammatory, thermal, and mechanical stimulation. This antinociceptive effect could not be observed in 5-HT7R knockout (KO) mice and was fully blocked by administration of SB269-970, a specific 5-HT7R antagonist, demonstrating the specificity of action of Serodolin. Physiological effects of 5-HT7R stimulation have been classically shown to result from Gs-dependent adenylyl cyclase activation. In this study, using a ß-arrestin­biased agonist, we provided insight into the molecular mechanism triggered by 5-HT7R and revealed its therapeutic potential in the modulation of pain response.


Subject(s)
Arrestin , Pain , Serotonin , Arrestin/metabolism , GTP-Binding Proteins/metabolism , Humans , Ligands , Pain/drug therapy , Pain/physiopathology , Receptors, G-Protein-Coupled/metabolism , Signal Transduction , beta-Arrestin 1/metabolism , beta-Arrestins/metabolism
2.
Mol Psychiatry ; 28(9): 3829-3841, 2023 Sep.
Article in English | MEDLINE | ID: mdl-37783788

ABSTRACT

Psilocybin (a classic serotonergic psychedelic drug) has received appraisal for use in psychedelic-assisted therapy of several psychiatric disorders. A less explored topic concerns the use of repeated low doses of psychedelics, at a dose that is well below the psychedelic dose used in psychedelic-assisted therapy and often referred to as microdosing. Psilocybin microdose users frequently report increases in mental health, yet such reports are often highly biased and vulnerable to placebo effects. Here we establish and validate a psilocybin microdose-like regimen in rats with repeated low doses of psilocybin administration at a dose derived from occupancy at rat brain 5-HT2A receptors in vivo. The rats tolerated the repeated low doses of psilocybin well and did not manifest signs of anhedonia, anxiety, or altered locomotor activity. There were no deficits in pre-pulse inhibition of the startle reflex, nor did the treatment downregulate or desensitize the 5-HT2A receptors. However, the repeated low doses of psilocybin imparted resilience against the stress of multiple subcutaneous injections, and reduced the frequency of self-grooming, a proxy for human compulsive actions, while also increasing 5-HT7 receptor expression and synaptic density in the paraventricular nucleus of the thalamus. These results establish a well-validated regimen for further experiments probing the effects of repeated low doses of psilocybin. Results further substantiate anecdotal reports of the benefits of psilocybin microdosing as a therapeutic intervention, while pointing to a possible physiological mechanism.


Subject(s)
Hallucinogens , Resilience, Psychological , Humans , Animals , Rats , Psilocybin/pharmacology , Psilocybin/therapeutic use , Hallucinogens/pharmacology , Hallucinogens/therapeutic use , Midline Thalamic Nuclei , Serotonin , Compulsive Behavior
3.
Biochemistry ; 62(3): 808-823, 2023 02 07.
Article in English | MEDLINE | ID: mdl-36625854

ABSTRACT

3-Ketosteroid Δ1-dehydrogenases (KstD) are important microbial flavin enzymes that initiate the metabolism of steroid ring A and find application in the synthesis of steroid drugs. We present a structure of the KstD from Sterolibacterium denitrificans (AcmB), which contains a previously uncharacterized putative membrane-associated domain and extended proton-relay system. The experimental and theoretical studies show that the steroid Δ1-dehydrogenation proceeds according to the Ping-Pong bi-bi kinetics and a two-step base-assisted elimination (E2cB) mechanism. The mechanism is validated by evaluating the experimental and theoretical kinetic isotope effect for deuterium-substituted substrates. The role of the active-site residues is quantitatively assessed by point mutations, experimental activity assays, and QM/MM MD modeling of the reductive half-reaction (RHR). The pre-steady-state kinetics also reveals that the low pH (6.5) optimum of AcmB is dictated by the oxidative half-reaction (OHR), while the RHR exhibits a slight optimum at the pH usual for the KstD family of 8.5. The modeling confirms the origin of the enantioselectivity of C2-H activation and substrate specificity for Δ4-3-ketosteroids. Finally, the cholest-4-en-3-one turns out to be the best substrate of AcmB in terms of ΔG of binding and predicted rate of dehydrogenation.


Subject(s)
Oxidoreductases , Protons , Oxidoreductases/metabolism , Catalysis , Steroids/metabolism , Mutagenesis , Ketosteroids , Kinetics , Substrate Specificity
4.
Bioorg Chem ; 141: 106903, 2023 12.
Article in English | MEDLINE | ID: mdl-37827015

ABSTRACT

The serotonin 1A (5-HT1A) receptors and serotonin transporter (SERT) are important biological targets in the treatment of diseases of the central nervous system, especially for depression. In this study, new 3-(1H-indol-3-yl)pyrrolidine-2,5-dione derivatives linked with the 3-(1,2,3,6-tetrahydropyridin-4-yl)-1H-indole moiety were synthesised and evaluated for their affinity for 5-HT1A receptor and serotonin reuptake inhibition. Selected compounds were then tested for their affinity for D2, 5-HT2A, 5-HT6 and 5-HT7 receptors, and also in in vitro metabolic stability assays in human microsomes. Finally, in vivo assays allowed us to evaluate the agonist-antagonist properties of pre- and postsynaptic 5-HT1A receptors. 3-(1-(4-(3-(5-methoxy-1H-indol-3-yl)-2,5-dioxopyrrolidin-1-yl)butyl)-1,2,3,6-tetrahydropyridin-4-yl)-1H-indole-5-carbonitrile (4f) emerged as the most promising compound from the series, due to its favourable receptor binding profile (Ki(5-HT1A) = 10.0 nM; Ki(SERT) = 2.8 nM), good microsomal stability and 5-HT1A receptor agonistic activity.


Subject(s)
Serotonin Plasma Membrane Transport Proteins , Serotonin , Humans , Serotonin Plasma Membrane Transport Proteins/metabolism , Receptor, Serotonin, 5-HT1A/metabolism , Indoles/chemistry , Serotonin Receptor Agonists/pharmacology , Structure-Activity Relationship
5.
Alzheimers Dement ; 19(12): 5482-5497, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37218673

ABSTRACT

INTRODUCTION: Hyperphosphorylation and aggregation of the microtubule-associated protein tau cause the development of tauopathies, such as Alzheimer's disease and frontotemporal dementia (FTD). We recently uncovered a causal link between constitutive serotonin receptor 7 (5-HT7R) activity and pathological tau aggregation. Here, we evaluated 5-HT7R inverse agonists as novel drugs in the treatment of tauopathies. METHODS: Based on structural homology, we screened multiple approved drugs for their inverse agonism toward 5-HT7R. Therapeutic potential was validated using biochemical, pharmacological, microscopic, and behavioral approaches in different cellular models including tau aggregation cell line HEK293 tau bimolecular fluorescence complementation, primary mouse neurons, and human induced pluripotent stem cell-derived neurons carrying an FTD-associated tau mutation as well as in two mouse models of tauopathy. RESULTS: Antipsychotic drug amisulpride is a potent 5-HT7R inverse agonist. Amisulpride ameliorated tau hyperphosphorylation and aggregation in vitro. It further reduced tau pathology and abrogated memory impairment in mice. DISCUSSION: Amisulpride may be a disease-modifying drug for tauopathies.


Subject(s)
Alzheimer Disease , Frontotemporal Dementia , Induced Pluripotent Stem Cells , Tauopathies , Humans , Mice , Animals , Drug Inverse Agonism , Amisulpride/therapeutic use , Frontotemporal Dementia/drug therapy , Frontotemporal Dementia/genetics , HEK293 Cells , Induced Pluripotent Stem Cells/metabolism , Tauopathies/genetics , tau Proteins/metabolism , Alzheimer Disease/pathology
6.
Int J Mol Sci ; 24(3)2023 Jan 19.
Article in English | MEDLINE | ID: mdl-36768302

ABSTRACT

Following the glutamatergic theory of schizophrenia and based on our previous study regarding the antipsychotic-like activity of mGlu7 NAMs, we synthesized a new compound library containing 103 members, which were examined for NAM mGlu7 activity in the T-REx 293 cell line expressing a recombinant human mGlu7 receptor. Out of the twenty-two scaffolds examined, active compounds were found only within the quinazolinone chemotype. 2-(2-Chlorophenyl)-6-(2,3-dimethoxyphenyl)-3-methylquinazolin-4(3H)-one (A9-7, ALX-171, mGlu7 IC50 = 6.14 µM) was selective over other group III mGlu receptors (mGlu4 and mGlu8), exhibited satisfactory drug-like properties in preliminary DMPK profiling, and was further tested in animal models of antipsychotic-like activity, assessing the positive, negative, and cognitive symptoms. ALX-171 reversed DOI-induced head twitches and MK-801-induced disruptions of social interactions or cognition in the novel object recognition test and spatial delayed alternation test. On the other hand, the efficacy of the compound was not observed in the MK-801-induced hyperactivity test or prepulse inhibition. In summary, the observed antipsychotic activity profile of ALX-171 justifies the further development of the group of quinazolin-4-one derivatives in the search for a new drug candidate for schizophrenia treatment.


Subject(s)
Antipsychotic Agents , Quinazolinones , Receptors, Metabotropic Glutamate , Schizophrenia , Animals , Humans , Antipsychotic Agents/pharmacology , Antipsychotic Agents/therapeutic use , Dizocilpine Maleate , Quinazolinones/pharmacology , Quinazolinones/therapeutic use , Receptors, Metabotropic Glutamate/drug effects , Receptors, Metabotropic Glutamate/metabolism , Schizophrenia/drug therapy , Schizophrenia/metabolism , Drug Design
7.
Molecules ; 28(2)2023 Jan 04.
Article in English | MEDLINE | ID: mdl-36677547

ABSTRACT

Currently, G protein-coupled receptors (GPCRs) constitute a significant group of membrane-bound receptors representing more than 30% of therapeutic targets. Fluorine is commonly used in designing highly active biological compounds, as evidenced by the steadily increasing number of drugs by the Food and Drug Administration (FDA). Herein, we identified and analyzed 898 target-based F-containing isomeric analog sets for SAR analysis in the ChEMBL database-FiSAR sets active against 33 different aminergic GPCRs comprising a total of 2163 fluorinated (1201 unique) compounds. We found 30 FiSAR sets contain activity cliffs (ACs), defined as pairs of structurally similar compounds showing significant differences in affinity (≥50-fold change), where the change of fluorine position may lead up to a 1300-fold change in potency. The analysis of matched molecular pair (MMP) networks indicated that the fluorination of aromatic rings showed no clear trend toward a positive or negative effect on affinity. Additionally, we propose an in silico workflow (including induced-fit docking, molecular dynamics, quantum polarized ligand docking, and binding free energy calculations based on the Generalized-Born Surface-Area (GBSA) model) to score the fluorine positions in the molecule.


Subject(s)
Fluorine , Molecular Dynamics Simulation , Fluorine/chemistry , Protein Binding , Receptors, G-Protein-Coupled/chemistry , Isomerism , Ligands , Molecular Docking Simulation
8.
Molecules ; 28(3)2023 Jan 21.
Article in English | MEDLINE | ID: mdl-36770761

ABSTRACT

Salt bridge (SB, double-charge-assisted hydrogen bonds) formation is one of the strongest molecular non-covalent interactions in biological systems, including ligand-receptor complexes. In the case of G-protein-coupled receptors, such an interaction is formed by the conserved aspartic acid (D3.32) residue and the basic moiety of the aminergic ligand. This study aims to determine the influence of the substitution pattern at the basic nitrogen atom and the geometry of the amine moiety at position 4 of 1H-pyrrolo[3,2-c]quinoline on the quality of the salt bridge formed in the 5-HT6 receptor and D3 receptor. To reach this goal, we synthetized and biologically evaluated a new series of 1H-pyrrolo[3,2-c]quinoline derivatives modified with various amines. The selected compounds displayed a significantly higher 5-HT6R affinity and more potent 5-HT6R antagonist properties when compared with the previously identified compound PZ-1643, a dual-acting 5-HT6R/D3R antagonist; nevertheless, the proposed modifications did not improve the activity at D3R. As demonstrated by the in silico experiments, including molecular dynamics simulations, the applied structural modifications were highly beneficial for the formation and quality of the SB formation at the 5-HT6R binding site; however, they are unfavorable for such interactions at D3R.


Subject(s)
Quinolines , Serotonin , Structure-Activity Relationship , Ligands , Amines , Receptors, Serotonin/metabolism , Serotonin Antagonists/chemistry , Quinolines/chemistry , Receptors, Dopamine D3
9.
J Enzyme Inhib Med Chem ; 37(1): 211-225, 2022 Dec.
Article in English | MEDLINE | ID: mdl-34894953

ABSTRACT

Considering the allosteric regulation of mGlu receptors for potential therapeutic applications, we developed a group of 1,2,4-oxadiazole derivatives that displayed mGlu4 receptor positive allosteric modulatory activity (EC50 = 282-656 nM). Selectivity screening revealed that they were devoid of activity at mGlu1, mGlu2 and mGlu5 receptors, but modulated mGlu7 and mGlu8 receptors, thus were classified as group III-preferring mGlu receptor agents. None of the compounds was active towards hERG channels or in the mini-AMES test. The most potent in vitro mGlu4 PAM derivative 52 (N-(3-chloro-4-(5-(2-chlorophenyl)-1,2,4-oxadiazol-3-yl)phenyl)picolinamide) was readily absorbed after i.p. administration (male Albino Swiss mice) and reached a maximum brain concentration of 949.76 ng/mL. Five modulators (34, 37, 52, 60 and 62) demonstrated significant anxiolytic- and antipsychotic-like properties in the SIH and DOI-induced head twitch test, respectively. Promising data were obtained, especially for N-(4-(5-(2-chlorophenyl)-1,2,4-oxadiazol-3-yl)-3-methylphenyl)picolinamide (62), whose effects in the DOI-induced head twitch test were comparable to those of clozapine and better than those reported for the selective mGlu4 PAM ADX88178.


Subject(s)
Antipsychotic Agents/pharmacology , Oxadiazoles/pharmacology , Receptors, Metabotropic Glutamate/metabolism , Allosteric Regulation/drug effects , Animals , Antipsychotic Agents/chemical synthesis , Antipsychotic Agents/chemistry , Dose-Response Relationship, Drug , Mice , Molecular Structure , Oxadiazoles/chemical synthesis , Oxadiazoles/chemistry , Structure-Activity Relationship
10.
Molecules ; 27(3)2022 Feb 02.
Article in English | MEDLINE | ID: mdl-35164270

ABSTRACT

Fluorine is a common substituent in medicinal chemistry and is found in up to 50% of the most profitable drugs. In this study, a statistical analysis of the nature, geometry, and frequency of hydrogen bonds (HBs) formed between the aromatic and aliphatic C-F groups of small molecules and biological targets found in the Protein Data Bank (PDB) repository was presented. Interaction energies were calculated for those complexes using three different approaches. The obtained results indicated that the interaction energy of F-containing HBs is determined by the donor-acceptor distance and not by the angles. Moreover, no significant relationship between the energies of HBs with fluorine and the donor type was found, implying that fluorine is a weak HB acceptor for all types of HB donors. However, the statistical analysis of the PDB repository revealed that the most populated geometric parameters of HBs did not match the calculated energetic optima. In a nutshell, HBs containing fluorine are forced to form due to the stronger ligand-receptor neighboring interactions, which make fluorine the "donor's last resort".


Subject(s)
Fluorine/chemistry , Hydrogen/chemistry , Proteins/chemistry , Animals , Databases, Protein , Humans , Hydrogen Bonding , Ligands , Models, Molecular
11.
Chemphyschem ; 22(20): 2115-2127, 2021 10 14.
Article in English | MEDLINE | ID: mdl-34310822

ABSTRACT

A series of 4-halogeno aniline derivatives was studied employing combined theoretical and experimental methods (i. e. crystal structure analysis and vibrational spectroscopies). This simplified model system was selected to shed light on the impact of fluorine substitution on the formation of noncovalent interactions such as halogen bonds (XBs) and hydrogen bonds (HBs), which are key interactions in fluorinated/halogenated drug-protein complex formation. Comparative analysis of three previously reported and five newly determined crystal structures indicated that, in most cases, 2-fluoro and 2,6-difluoro substitution of 4-X anilines increases the ability of adjacent amine to form strong N-H⋅⋅⋅N HBs. Additionally, fluorine substituents in the difluorinated derivatives are competitive and attractive HB and XB acceptors and increase the probability of halogen-halogen contacts. A peculiar observation was made for 4-iodoaniline and 2,6-difluoro-4-iodoaniline, which form distinct interaction patterns compared to the corresponding 4-Cl and 4-Br analogs. The observed intramolecular N-H⋅⋅⋅F interactions lead to additional NH bands in the FT-IR spectra.

12.
Bioorg Chem ; 115: 105218, 2021 10.
Article in English | MEDLINE | ID: mdl-34365058

ABSTRACT

The diverse signaling pathways engaged by serotonin type 6 receptor (5-HT6R) together with its high constitutive activity suggests different types of pharmacological interventions for the treatment of CNS disorders. Non-physiological activation of mTOR kinase by constitutively active 5-HT6R under neuropathic pain conditions focused our attention on the possible repurposing of 5-HT6R inverse agonists as a strategy to treat painful symptoms associated with neuropathies of different etiologies. Herein, we report the identification of compound 33 derived from the library of 2-aryl-1H-pyrrole-3-carboxamides as a potential analgesic agent. Compound 33 behaves as a potent 5-HT6R inverse agonist at Gs, Cdk5, and mTOR signaling. Preliminary ADME/Tox studies revealed preferential distribution of 33 to the CNS and placed it in the low-risk safety space. Finally, compound 33 dose-dependently reduced tactile allodynia in spinal nerve ligation (SNL)-induced neuropathic rats.


Subject(s)
Neuralgia/drug therapy , Pyrroles/pharmacology , Receptors, Serotonin/metabolism , Serotonin Antagonists/pharmacology , Animals , Cell Line , Dose-Response Relationship, Drug , Humans , Male , Molecular Structure , Pyrroles/chemistry , Pyrroles/metabolism , Rats , Rats, Wistar , Serotonin Antagonists/chemistry , Serotonin Antagonists/metabolism , Structure-Activity Relationship
13.
Int J Mol Sci ; 22(3)2021 Jan 21.
Article in English | MEDLINE | ID: mdl-33494248

ABSTRACT

Serotonin receptors are extensively examined by academic and industrial researchers, due to their vital roles, which they play in the organism and constituting therefore important drug targets. Up to very recently, it was assumed that the basic nitrogen in compound structure is a necessary component to make it active within this receptor system. Such nitrogen interacts in its protonated form with the aspartic acid from the third transmembrane helix (D3x32) forming a hydrogen bond tightly fitting the ligand in the protein binding site. However, there are several recent studies that report strong serotonin receptor affinity also for compounds without a basic moiety in their structures. In the study, we carried out a comprehensive in silico analysis of the low-basicity phenomenon of the selected serotonin receptor ligands. We focused on the crystallized representatives of the proteins of 5-HT1B, 5-HT2A, 5-HT2B, and 5-HT2C receptors, and examined the problem both from the ligand- and structure-based perspectives. The study was performed for the native proteins, and for D3x32A mutants. The investigation resulted in the determination of nonstandard structural requirements for activity towards serotonin receptors, which can be used in the design of new nonbasic ligands.


Subject(s)
Receptors, Serotonin, 5-HT2/chemistry , Serotonin 5-HT2 Receptor Agonists/chemistry , Serotonin 5-HT2 Receptor Antagonists/chemistry , Animals , Binding Sites , Databases, Pharmaceutical , Drug Discovery/methods , Humans , Ligands , Models, Molecular , Molecular Docking Simulation , Molecular Structure , Receptors, Serotonin, 5-HT2/metabolism , Serotonin 5-HT2 Receptor Agonists/pharmacology , Serotonin 5-HT2 Receptor Antagonists/pharmacology , Structure-Activity Relationship
14.
Int J Mol Sci ; 22(13)2021 Jul 05.
Article in English | MEDLINE | ID: mdl-34281292

ABSTRACT

Cancer is one of the deadliest illness globally. Searching for new solutions in cancer treatments is essential because commonly used mixed, targeted and personalized therapies are sometimes not sufficient or are too expensive for common patients. Sugar fatty acid esters (SFAEs) are already well-known as promising candidates for an alternative medical tool. The manuscript brings the reader closer to methods of obtaining various SFAEs using combined biological, chemical and enzymatic methods. It presents how modification of SFAE's hydrophobic chains can influence their cytotoxicity against human skin melanoma and prostate cancer cell lines. The compound's cytotoxicity was determined by an MTT assay, which followed an assessment of SFAEs' potential metastatic properties in concentrations below IC50 values. Despite relatively high IC50 values (63.3-1737.6 µM) of the newly synthesized SFAE, they can compete with other sugar esters already described in the literature. The chosen bioactives caused low polymerization of microtubules and the depolymerization of actin filaments in nontoxic levels, which suggest an apoptotic rather than metastatic process. Altogether, cancer cells showed no propensity for metastasis after treating them with SFAE. They confirmed that lactose-based compounds seem the most promising surfactants among tested sugar esters. This manuscript creates a benchmark for creation of novel anticancer agents based on 3-hydroxylated fatty acids of bacterial origin.


Subject(s)
Antineoplastic Agents/chemistry , Antineoplastic Agents/pharmacology , Polyhydroxyalkanoates/chemistry , Polyhydroxyalkanoates/pharmacology , Sugars/chemistry , Sugars/pharmacology , Cell Line, Tumor , Cell Movement/drug effects , Cell Proliferation/drug effects , Drug Discovery , Drug Screening Assays, Antitumor , Esters/chemistry , Esters/pharmacology , Female , Humans , Intermediate Filaments/drug effects , Intermediate Filaments/ultrastructure , Male , Structure-Activity Relationship
15.
Molecules ; 26(15)2021 Jul 29.
Article in English | MEDLINE | ID: mdl-34361754

ABSTRACT

A series of N-skatyltryptamines was synthesized and their affinities for serotonin and dopamine receptors were determined. Compounds exhibited activity toward 5-HT1A, 5-HT2A, 5-HT6, and D2 receptors. Substitution patterns resulting in affinity/activity switches were identified and studied using homology modeling. Chosen hits were screened to determine their metabolism, permeability, hepatotoxicity, and CYP inhibition. Several D2 receptor antagonists with additional 5-HT6R antagonist and agonist properties were identified. The former combination resembled known antipsychotic agents, while the latter was particularly interesting due to the fact that it has not been studied before. Selective 5-HT6R antagonists have been shown previously to produce procognitive and promnesic effects in several rodent models. Administration of 5-HT6R agonists was more ambiguous-in naive animals, it did not alter memory or produce slight amnesic effects, while in rodent models of memory impairment, they ameliorated the condition just like antagonists. Using the identified hit compounds 15 and 18, we tried to sort out the difference between ligands exhibiting the D2R antagonist function combined with 5-HT6R agonism, and mixed D2/5-HT6R antagonists in murine models of psychosis.


Subject(s)
Antipsychotic Agents/pharmacology , Dopamine Uptake Inhibitors/pharmacology , Indoles/pharmacology , Nootropic Agents/pharmacology , Selective Serotonin Reuptake Inhibitors/pharmacology , Tryptamines/pharmacology , Animals , Antipsychotic Agents/chemical synthesis , Cytochrome P450 Family 2/metabolism , Disease Models, Animal , Dopamine Uptake Inhibitors/chemical synthesis , Hep G2 Cells , Humans , Indoles/chemical synthesis , Ligands , Male , Memory Disorders/drug therapy , Memory Disorders/metabolism , Memory Disorders/physiopathology , Mice , Models, Molecular , Molecular Structure , Nootropic Agents/chemical synthesis , Protein Binding , Psychotic Disorders/drug therapy , Psychotic Disorders/metabolism , Psychotic Disorders/physiopathology , Receptors, Dopamine D2/metabolism , Receptors, Serotonin/metabolism , Selective Serotonin Reuptake Inhibitors/chemical synthesis , Structure-Activity Relationship , Tryptamines/chemical synthesis
16.
Bioorg Med Chem Lett ; 30(21): 127493, 2020 11 01.
Article in English | MEDLINE | ID: mdl-32798652

ABSTRACT

A series of fourteen novel, eight-membered lactam- and dilactam-based analogues of tricyclic drugs were obtained in a simple one-pot procedure. Crystal structures of two compounds were determined by single-crystal X-ray diffraction analysis and their selected structural features were discussed and compared with those of imipramine and dibenzepine. Affinity of developed molecules for histamine receptor H1, serotonin receptors 5-HT1A, 5-HT2A, 5-HT6, 5-HT7, serotonin transporter (SERT) and dopamine receptor D2 was determined. The commercial drug dibenzepine was also checked on these molecular targets, as its mechanism of action is largely unknown. Two derivatives of 11,12-dihydrodibenzo[b,f]azocin-6(5H)-one (7,8) and two of dibenzo[b,f]azocin-6(5H)-one (9,10) were found to be active toward the H1 receptor in sub-micromolar concentrations.


Subject(s)
Antidepressive Agents, Tricyclic/pharmacology , Lactams/pharmacology , Receptors, Dopamine/metabolism , Receptors, Histamine/metabolism , Receptors, Serotonin/metabolism , Antidepressive Agents, Tricyclic/chemical synthesis , Antidepressive Agents, Tricyclic/chemistry , Crystallography, X-Ray , Dose-Response Relationship, Drug , Humans , Lactams/chemical synthesis , Lactams/chemistry , Models, Molecular , Molecular Structure , Structure-Activity Relationship
17.
J Chem Inf Model ; 60(9): 4246-4262, 2020 09 28.
Article in English | MEDLINE | ID: mdl-32865414

ABSTRACT

Docking is one of the most important steps in virtual screening pipelines, and it is an established method for examining potential interactions between ligands and receptors. However, this method is computationally expensive, and it is often among the last steps of the process of compound libraries evaluation. In this work, we investigate the feasibility of learning a deep neural network to predict the docking output directly from a two-dimensional compound structure. The developed protocol is orders of magnitude faster than typical docking software, and it returns ligand-receptor complexes encoded in the form of the interaction fingerprint. Its speed and efficiency unlock the application possibilities, such as screening compound libraries of vast size on the basis of contact patterns or docking score (derived on the basis of predicted interaction schemes). We tested our approach on several G protein-coupled receptor targets and 4 CYP enzymes in retrospective virtual screening experiments, and a variant of graph convolutional network appeared to be most effective in emulating docking results. The method can be easily used by the community based on the code available in the Supporting Information.


Subject(s)
Neural Networks, Computer , Software , Ligands , Molecular Docking Simulation , Protein Binding , Receptors, G-Protein-Coupled , Retrospective Studies
18.
Nucleic Acids Res ; 46(D1): D440-D446, 2018 01 04.
Article in English | MEDLINE | ID: mdl-29155946

ABSTRACT

G protein-coupled receptors are the most abundant mediators of both human signalling processes and therapeutic effects. Herein, we report GPCRome-wide homology models of unprecedented quality, and roughly 150 000 GPCR ligands with data on biological activities and commercial availability. Based on the strategy of 'Less model - more Xtal', each model exploits both a main template and alternative local templates. This achieved higher similarity to new structures than any of the existing resources, and refined crystal structures with missing or distorted regions. Models are provided for inactive, intermediate and active states-except for classes C and F that so far only have inactive templates. The ligand database has separate browsers for: (i) target selection by receptor, family or class, (ii) ligand filtering based on cross-experiment activities (min, max and mean) or chemical properties, (iii) ligand source data and (iv) commercial availability. SMILES structures and activity spreadsheets can be downloaded for further processing. Furthermore, three recent landmark publications on GPCR drugs, G protein selectivity and genetic variants have been accompanied with resources that now let readers view and analyse the findings themselves in GPCRdb. Altogether, this update will enable scientific investigation for the wider GPCR community. GPCRdb is available at http://www.gpcrdb.org.


Subject(s)
Databases, Protein , Molecular Sequence Annotation , Prescription Drugs/chemistry , Receptors, G-Protein-Coupled/chemistry , Software , Structural Homology, Protein , Amino Acid Sequence , Binding Sites , Computer Graphics , Humans , Internet , Ligands , Models, Molecular , Prescription Drugs/pharmacology , Protein Binding , Protein Conformation, alpha-Helical , Protein Conformation, beta-Strand , Protein Interaction Domains and Motifs , Receptors, G-Protein-Coupled/agonists , Receptors, G-Protein-Coupled/antagonists & inhibitors , Receptors, G-Protein-Coupled/metabolism , Sequence Alignment , Sequence Analysis, Protein , Signal Transduction
19.
Molecules ; 25(20)2020 Oct 12.
Article in English | MEDLINE | ID: mdl-33053718

ABSTRACT

Molecular modeling approaches are an indispensable part of the drug design process. They not only support the process of searching for new ligands of a given receptor, but they also play an important role in explaining particular activity pathways of a compound. In this study, a comprehensive molecular modeling protocol was developed to explain the observed activity profiles of selected µ opioid receptor agents: two G protein-biased µ opioid receptor agonists(PZM21 and SR-17018), unbiased morphine, and the ß-arrestin-2-biased agonist,fentanyl. The study involved docking and molecular dynamics simulations carried out for three crystal structures of the target at a microsecond scale, followed by the statistical analysis of ligand-protein contacts. The interaction frequency between the modeled compounds and the subsequent residues of a protein during the simulation was also correlated with the output of in vitro and in vivo tests, resulting in the set of amino acids with the highest Pearson correlation coefficient values. Such indicated positions may serve as a guide for designing new G protein-biased ligands of the µ opioid receptor.


Subject(s)
Morphine/chemistry , Receptors, Opioid/metabolism , Animals , Fentanyl/chemistry , Fentanyl/metabolism , Humans , Molecular Dynamics Simulation , Receptors, Opioid/chemistry , Thiophenes/chemistry , Urea/analogs & derivatives , Urea/chemistry
20.
J Chem Inf Model ; 59(12): 4974-4992, 2019 12 23.
Article in English | MEDLINE | ID: mdl-31604014

ABSTRACT

New computational approaches for virtual screening applications are constantly being developed. However, before a particular tool is used to search for new active compounds, its effectiveness in the type of task must be examined. In this study, we conducted a detailed analysis of various aspects of preparation of respective data sets for such an evaluation. We propose a protocol for fetching data from the ChEMBL database, examine various compound representations in terms of the possible bias resulting from the way they are generated, and define a new metric for comparing the structural similarity of compounds, which is in line with chemical intuition. The newly developed method is also used for the evaluation of various approaches for division of the data set into training and test set parts, which are also examined in detail in terms of being the source of possible results bias. Finally, machine learning methods are applied in cross-validation studies of data sets constructed within the paper, constituting benchmarks for the assessment of computational methods developed for virtual screening tasks. Additionally, analogous data sets for class A G protein-coupled receptors (100 targets with the highest number of records) were prepared. They are available at http://gmum.net/benchmarks/ , together with script enabling reproduction of all results available at https://github.com/lesniak43/ananas .


Subject(s)
Drug Evaluation, Preclinical/methods , Machine Learning , Receptors, G-Protein-Coupled/metabolism , Benchmarking , Ligands , User-Computer Interface
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