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  1. Article ; Online: Allosteric Binding of MDMA to the Human Serotonin Transporter (hSERT) via Ensemble Binding Space Analysis with ΔG Calculations, Induced Fit Docking and Monte Carlo Simulations.

    Islas, Ángel A / Scior, Thomas

    Molecules (Basel, Switzerland)

    2022  Volume 27, Issue 9

    Abstract: Despite the recent promising results of MDMA (3,4-methylenedioxy-methamphetamine) as a psychotherapeutic agent and its history of misuse, little is known about its molecular mode of action. MDMA enhances monoaminergic neurotransmission in the brain and ... ...

    Abstract Despite the recent promising results of MDMA (3,4-methylenedioxy-methamphetamine) as a psychotherapeutic agent and its history of misuse, little is known about its molecular mode of action. MDMA enhances monoaminergic neurotransmission in the brain and its valuable psychoactive effects are associated to a dual action on the 5-HT transporter (SERT). This drug inhibits the reuptake of 5-HT (serotonin) and reverses its flow, acting as a substrate for the SERT, which possesses a central binding site (S1) for antidepressants as well as an allosteric (S2) one. Previously, we characterized the spatial binding requirements for MDMA at S1. Here, we propose a structure-based mechanistic model of MDMA occupation and translocation across both binding sites, applying ensemble binding space analyses, electrostatic complementarity, and Monte Carlo energy perturbation theory. Computed results were correlated with experimental data (r = 0.93 and 0.86 for S1 and S2, respectively). Simulations on all hSERT available structures with Gibbs free energy estimations (ΔG) revealed a favourable and pervasive dual binding mode for MDMA at S2, i.e., adopting either a 5-HT or an escitalopram-like orientation. Intermediate ligand conformations were identified within the allosteric site and between the two sites, outlining an internalization pathway for MDMA. Among the strongest and more frequent interactions were salt bridges with Glu494 and Asp328, a H-bond with Thr497, a π-π with Phe556, and a cation-π with Arg104. Similitudes and differences with the allosteric binding of 5-HT and antidepressants suggest that MDMA may have a distinctive chemotype. Thus, our models may provide a framework for future virtual screening studies and pharmaceutical design and to develop hSERT allosteric compounds with a unique psychoactive MDMA-like profile.
    MeSH term(s) Antidepressive Agents/chemistry ; Citalopram/chemistry ; Humans ; Monte Carlo Method ; N-Methyl-3,4-methylenedioxyamphetamine/pharmacology ; Serotonin/metabolism ; Serotonin Plasma Membrane Transport Proteins/chemistry ; Serotonin Uptake Inhibitors/chemistry
    Chemical Substances Antidepressive Agents ; Serotonin Plasma Membrane Transport Proteins ; Serotonin Uptake Inhibitors ; Citalopram (0DHU5B8D6V) ; Serotonin (333DO1RDJY) ; N-Methyl-3,4-methylenedioxyamphetamine (KE1SEN21RM)
    Language English
    Publishing date 2022-05-06
    Publishing country Switzerland
    Document type Journal Article
    ZDB-ID 1413402-0
    ISSN 1420-3049 ; 1431-5165 ; 1420-3049
    ISSN (online) 1420-3049
    ISSN 1431-5165 ; 1420-3049
    DOI 10.3390/molecules27092977
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  2. Article ; Online: Molecular Dynamics and Docking Simulations of Homologous RsmE Methyltransferases Hints at a General Mechanism for Substrate Release upon Uridine Methylation on 16S rRNA.

    Hernández-Cid, Aaron / Lozano-Aponte, Jorge / Scior, Thomas

    International journal of molecular sciences

    2023  Volume 24, Issue 23

    Abstract: In this study, molecular dynamics (MD) and docking simulations were carried out on the crystal structure of ... ...

    Abstract In this study, molecular dynamics (MD) and docking simulations were carried out on the crystal structure of Neisseria
    MeSH term(s) Methyltransferases/metabolism ; RNA, Ribosomal, 16S/genetics ; Molecular Dynamics Simulation ; Methylation ; Escherichia coli/genetics ; Escherichia coli/metabolism ; S-Adenosylmethionine/metabolism ; Escherichia coli Proteins/metabolism
    Chemical Substances Methyltransferases (EC 2.1.1.-) ; RNA, Ribosomal, 16S ; S-Adenosylmethionine (7LP2MPO46S) ; RsmE protein, E coli (EC 2.1.1.-) ; Escherichia coli Proteins
    Language English
    Publishing date 2023-11-24
    Publishing country Switzerland
    Document type Journal Article
    ZDB-ID 2019364-6
    ISSN 1422-0067 ; 1422-0067 ; 1661-6596
    ISSN (online) 1422-0067
    ISSN 1422-0067 ; 1661-6596
    DOI 10.3390/ijms242316722
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  3. Article ; Online: Computational Binding Study Hints at Ecdysone 20-Mono-Oxygenase as the Hitherto Unknown Target for Ring C-Seco Limonoid-Type Insecticides.

    Ramírez, Ramsés E / Buendia-Corona, Ricardo E / Pérez-Xochipa, Ivonne / Scior, Thomas

    Molecules (Basel, Switzerland)

    2024  Volume 29, Issue 7

    Abstract: The insecticidal property of ring C-seco limonoids has been discovered empirically and the target protein identified, but, to date, the molecular mechanism of action has not been described at the atomic scale. We elucidate on computational grounds ... ...

    Abstract The insecticidal property of ring C-seco limonoids has been discovered empirically and the target protein identified, but, to date, the molecular mechanism of action has not been described at the atomic scale. We elucidate on computational grounds whether nine C-seco limonoids present sufficiently high affinity to bind specifically with the putative target enzyme of the insects (ecdysone 20-monooxygenase). To this end, 3D models of ligands and the receptor target were generated and their interaction energies estimated by docking simulations. As a proof of concept, the tetrahydro-isoquinolinyl propenamide derivative QHC is the reference ligand bound to aldosterone synthase in the complex with PDB entry 4ZGX. It served as the 3D template for target modeling via homology. QHC was successfully docked back to its crystal pose in a one-digit nanomolar range. The reported experimental binding affinities span over the nanomolar to lower micromolar range. All nine limonoids were found with strong affinities in the range of -9 < ΔG < -13 kcal/mol. The molt hormone ecdysone showed a comparable ΔG energy of -12 kcal/mol, whereas -11 kcal/mol was the back docking result for the liganded crystal 4ZGX. In conclusion, the nine C-seco limonoids were strong binders on theoretical grounds in an activity range between a ten-fold lower to a ten-fold higher concentration level than insecticide ecdysone with its known target receptor. The comparable or even stronger binding hints at ecdysone 20-monooxygenase as their target biomolecule. Our assumption, however, is in need of future experimental confirmation before conclusions with certainty can be drawn about the true molecular mechanism of action for the C-seco limonoids under scrutiny.
    MeSH term(s) Oxygenases ; Insecticides/pharmacology ; Ecdysone ; Limonins/pharmacology ; Molting
    Chemical Substances Oxygenases (EC 1.13.-) ; Insecticides ; Ecdysone (3604-87-3) ; Limonins
    Language English
    Publishing date 2024-04-05
    Publishing country Switzerland
    Document type Journal Article
    ZDB-ID 1413402-0
    ISSN 1420-3049 ; 1431-5165 ; 1420-3049
    ISSN (online) 1420-3049
    ISSN 1431-5165 ; 1420-3049
    DOI 10.3390/molecules29071628
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  4. Article ; Online: Allosteric Binding of MDMA to the Human Serotonin Transporter (hSERT) via Ensemble Binding Space Analysis with ΔG Calculations, Induced Fit Docking and Monte Carlo Simulations

    Ángel A. Islas / Thomas Scior

    Molecules, Vol 27, Iss 2977, p

    2022  Volume 2977

    Abstract: Despite the recent promising results of MDMA (3,4-methylenedioxy-methamphetamine) as a psychotherapeutic agent and its history of misuse, little is known about its molecular mode of action. MDMA enhances monoaminergic neurotransmission in the brain and ... ...

    Abstract Despite the recent promising results of MDMA (3,4-methylenedioxy-methamphetamine) as a psychotherapeutic agent and its history of misuse, little is known about its molecular mode of action. MDMA enhances monoaminergic neurotransmission in the brain and its valuable psychoactive effects are associated to a dual action on the 5-HT transporter (SERT). This drug inhibits the reuptake of 5-HT (serotonin) and reverses its flow, acting as a substrate for the SERT, which possesses a central binding site (S1) for antidepressants as well as an allosteric (S2) one. Previously, we characterized the spatial binding requirements for MDMA at S1. Here, we propose a structure-based mechanistic model of MDMA occupation and translocation across both binding sites, applying ensemble binding space analyses, electrostatic complementarity, and Monte Carlo energy perturbation theory. Computed results were correlated with experimental data (r = 0.93 and 0.86 for S1 and S2, respectively). Simulations on all hSERT available structures with Gibbs free energy estimations (ΔG) revealed a favourable and pervasive dual binding mode for MDMA at S2, i.e., adopting either a 5-HT or an escitalopram-like orientation. Intermediate ligand conformations were identified within the allosteric site and between the two sites, outlining an internalization pathway for MDMA. Among the strongest and more frequent interactions were salt bridges with Glu494 and Asp328, a H-bond with Thr497, a π-π with Phe556, and a cation-π with Arg104. Similitudes and differences with the allosteric binding of 5-HT and antidepressants suggest that MDMA may have a distinctive chemotype. Thus, our models may provide a framework for future virtual screening studies and pharmaceutical design and to develop hSERT allosteric compounds with a unique psychoactive MDMA-like profile.
    Keywords ecstasy ; entactogen ; psychoactive ; Molly ; serotonin ; benzofuran ; Organic chemistry ; QD241-441
    Subject code 500
    Language English
    Publishing date 2022-05-01T00:00:00Z
    Publisher MDPI AG
    Document type Article ; Online
    Database BASE - Bielefeld Academic Search Engine (life sciences selection)

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  5. Article ; Online: Molecular Dynamics and Docking Simulations of Homologous RsmE Methyltransferases Hints at a General Mechanism for Substrate Release upon Uridine Methylation on 16S rRNA

    Aaron Hernández-Cid / Jorge Lozano-Aponte / Thomas Scior

    International Journal of Molecular Sciences, Vol 24, Iss 23, p

    2023  Volume 16722

    Abstract: In this study, molecular dynamics (MD) and docking simulations were carried out on the crystal structure of Neisseria Gonorrhoeae RsmE aiming at free energy of binding estimation (ΔG binding ) of the methyl transfer substrate S-adenosylmethionine (SAM), ... ...

    Abstract In this study, molecular dynamics (MD) and docking simulations were carried out on the crystal structure of Neisseria Gonorrhoeae RsmE aiming at free energy of binding estimation (ΔG binding ) of the methyl transfer substrate S-adenosylmethionine (SAM), as well as its homocysteine precursor S-adenosylhomocysteine (SAH). The mechanistic insight gained was generalized in view of existing homology to two other crystal structures of RsmE from Escherichia coli and Aquifex aeolicus . As a proof of concept, the crystal poses of SAM and SAH were reproduced reflecting a more general pattern of molecular interaction for bacterial RsmEs. Our results suggest that a distinct set of conserved residues on loop segments between β12, α6, and Met169 are interacting with SAM and SAH across these bacterial methyltransferases. Comparing molecular movements over time (MD trajectories) between Neisseria gonorrhoeae RsmE alone or in the presence of SAH revealed a hitherto unknown gatekeeper mechanism by two isoleucine residues, Ile171 and Ile219. The proposed gating allows switching from an open to a closed state, mimicking a double latch lock. Additionally, two key residues, Arg221 and Thr222, were identified to assist the exit mechanism of SAH, which could not be observed in the crystal structures. To the best of our knowledge, this study describes for the first time a general catalytic mechanism of bacterial RsmE on theoretical ground.
    Keywords methyltransferase ; 16S rRNA methylation ; RsmE ; molecular dynamics ; antimicrobial resistance ; Biology (General) ; QH301-705.5 ; Chemistry ; QD1-999
    Subject code 540
    Language English
    Publishing date 2023-11-01T00:00:00Z
    Publisher MDPI AG
    Document type Article ; Online
    Database BASE - Bielefeld Academic Search Engine (life sciences selection)

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  6. Article: Induced fit, ensemble binding space docking and Monte Carlo simulations of MDMA 'ecstasy' and 3D pharmacophore design of MDMA derivatives on the human serotonin transporter (hSERT).

    Islas, Ángel A / Moreno, Laura G / Scior, Thomas

    Heliyon

    2021  Volume 7, Issue 8, Page(s) e07784

    Abstract: The popular recreational drug MDMA (3,4-methylenedioxy-methamphetamine) has a documented potential as a psychopharmacological clinical and research tool. This is due to its unique ability to promote reprocessing of traumatic memories, empathetic and pro- ... ...

    Abstract The popular recreational drug MDMA (3,4-methylenedioxy-methamphetamine) has a documented potential as a psychopharmacological clinical and research tool. This is due to its unique ability to promote reprocessing of traumatic memories, empathetic and pro-social states. Although it is established that MDMA exerts its behavioural effects via the serotonin transporter (SERT), the ligand-protein molecular interplay remains elusive. In order to shed light on the binding of MDMA and its primary congeneric entactogens (MDA, MBDB and MDAI), we first combined induced fit with Monte Carlo simulations. The computed interaction energies of the models correlated well with experimental activities (
    Language English
    Publishing date 2021-08-13
    Publishing country England
    Document type Journal Article
    ZDB-ID 2835763-2
    ISSN 2405-8440
    ISSN 2405-8440
    DOI 10.1016/j.heliyon.2021.e07784
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  7. Article ; Online: Targeting the Human Influenza a Virus: The Methods, Limitations, and Pitfalls of Virtual Screening for Drug-like Candidates Including Scaffold Hopping and Compound Profiling.

    Scior, Thomas / Cuanalo-Contreras, Karina / Islas, Angel A / Martinez-Laguna, Ygnacio

    Viruses

    2023  Volume 15, Issue 5

    Abstract: In this study, we describe the input data and processing steps to find antiviral lead compounds by a virtual screen. Two-dimensional and three-dimensional filters were designed based on the X-ray crystallographic structures of viral neuraminidase co- ... ...

    Abstract In this study, we describe the input data and processing steps to find antiviral lead compounds by a virtual screen. Two-dimensional and three-dimensional filters were designed based on the X-ray crystallographic structures of viral neuraminidase co-crystallized with substrate sialic acid, substrate-like DANA, and four inhibitors (oseltamivir, zanamivir, laninamivir, and peramivir). As a result, ligand-receptor interactions were modeled, and those necessary for binding were utilized as screen filters. Prospective virtual screening (VS) was carried out in a virtual chemical library of over half a million small organic substances. Orderly filtered moieties were investigated based on 2D- and 3D-predicted binding fingerprints disregarding the "rule-of-five" for drug likeness, and followed by docking and ADMET profiling. Two-dimensional and three-dimensional screening were supervised after enriching the dataset with known reference drugs and decoys. All 2D, 3D, and 4D procedures were calibrated before execution, and were then validated. Presently, two top-ranked substances underwent successful patent filing. In addition, the study demonstrates how to work around reported VS pitfalls in detail.
    MeSH term(s) Humans ; Enzyme Inhibitors/pharmacology ; Prospective Studies ; Zanamivir/pharmacology ; Antiviral Agents/therapeutic use ; Influenza A virus/metabolism ; Neuraminidase/metabolism ; Influenza, Human/drug therapy ; Influenza, Human/prevention & control
    Chemical Substances Enzyme Inhibitors ; Zanamivir (L6O3XI777I) ; Antiviral Agents ; Neuraminidase (EC 3.2.1.18)
    Language English
    Publishing date 2023-04-26
    Publishing country Switzerland
    Document type Journal Article
    ZDB-ID 2516098-9
    ISSN 1999-4915 ; 1999-4915
    ISSN (online) 1999-4915
    ISSN 1999-4915
    DOI 10.3390/v15051056
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  8. Article ; Online: Induced fit for cytochrome P450 3A4 based on molecular dynamics.

    Quiroga, Israel / Scior, Thomas

    ADMET & DMPK

    2019  Volume 7, Issue 4, Page(s) 252–266

    Abstract: The present study aims at numerically describing to what extent substrate - enzyme complexes in solution may change over time as a natural process of conformational changes for a liganded enzyme in comparison to those movements which occur independently ... ...

    Abstract The present study aims at numerically describing to what extent substrate - enzyme complexes in solution may change over time as a natural process of conformational changes for a liganded enzyme in comparison to those movements which occur independently from substrate interaction, i.e. without a ligand. To this end, we selected structurally known pairs of liganded / unliganded CYP450 3A4 enzymes with different geometries hinting at induced fit events. We carried out molecular dynamics simulations (MD) comparing the trajectories in a "cross-over" protocol: (i) we added the ligand to the unliganded crystal form which should adopt geometries similar to the known geometry of the liganded crystal structure during MD, and - conversely - (ii) we removed the bound ligand form the known liganded complex to test if a geometry similar to the known unliganded (apo-) form can be adopted during MD. To compare continues changes we measured root means square deviations and frequencies. Results for case (i) hint at larger conformational changes required for accepting the substrate during its approach to final position - in contrast to case (ii) when mobility is fairly reduced by ligand binding (strain energy). In conclusion, a larger conformational sampling prior to ligand binding and the freezing-in (rigidity) of conformations for bound ligands can be interpreted as two conditions linked to induced-fit.
    Language English
    Publishing date 2019-12-11
    Publishing country Croatia
    Document type Journal Article
    ISSN 1848-7718
    ISSN (online) 1848-7718
    DOI 10.5599/admet.729
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  9. Article ; Online: Binding of boswellic acids to functional proteins of the SARS-CoV-2 virus: Bioinformatic studies.

    Caliebe, Reinhard H / Scior, Thomas / Ammon, Hermann P T

    Archiv der Pharmazie

    2021  Volume 354, Issue 11, Page(s) e2100160

    Abstract: Boswellic acids (BAs) have been shown to possess antiviral activity. Using bioinformatic methods, it was tested whether or not acetyl-11-keto-β-boswellic acid (AKBA), 11-keto-β-boswellic acid (KBA), β-boswellic acid (BBA), and the phosphorylated active ... ...

    Abstract Boswellic acids (BAs) have been shown to possess antiviral activity. Using bioinformatic methods, it was tested whether or not acetyl-11-keto-β-boswellic acid (AKBA), 11-keto-β-boswellic acid (KBA), β-boswellic acid (BBA), and the phosphorylated active metabolite of Remdesivir® (RGS-P3) bind to functional proteins of SARS-CoV-2, that is, the replicase polyprotein P0DTD1, the spike glycoprotein P0DTC2, and the nucleoprotein P0DTC9. Using P0DTD1, AKBA and KBA showed micromolar binding affinity to the RNA-dependent RNA polymerase (RdRp) and to the main proteinase complex M
    MeSH term(s) Adenosine Monophosphate/analogs & derivatives ; Adenosine Monophosphate/pharmacology ; Alanine/analogs & derivatives ; Alanine/pharmacology ; Anti-Inflammatory Agents, Non-Steroidal/pharmacology ; Antiviral Agents/pharmacology ; Binding Sites/physiology ; Boswellia ; COVID-19/drug therapy ; COVID-19/virology ; Computational Biology/methods ; Humans ; Molecular Docking Simulation ; Nucleoproteins/metabolism ; Polyproteins/metabolism ; Prodrugs/pharmacology ; Protein Binding/physiology ; SARS-CoV-2/drug effects ; SARS-CoV-2/physiology ; Spike Glycoprotein, Coronavirus/physiology ; Structure-Activity Relationship ; Triterpenes/pharmacology ; Viral Proteins/physiology
    Chemical Substances Anti-Inflammatory Agents, Non-Steroidal ; Antiviral Agents ; Nucleoproteins ; Polyproteins ; Prodrugs ; Spike Glycoprotein, Coronavirus ; Triterpenes ; Viral Proteins ; spike protein, SARS-CoV-2 ; remdesivir (3QKI37EEHE) ; Adenosine Monophosphate (415SHH325A) ; boswellic acid (631-69-6) ; Alanine (OF5P57N2ZX)
    Language English
    Publishing date 2021-08-24
    Publishing country Germany
    Document type Journal Article
    ZDB-ID 6381-2
    ISSN 1521-4184 ; 0365-6233 ; 1437-1014
    ISSN (online) 1521-4184
    ISSN 0365-6233 ; 1437-1014
    DOI 10.1002/ardp.202100160
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  10. Article ; Online: Induced fit, ensemble binding space docking and Monte Carlo simulations of MDMA ‘ecstasy’ and 3D pharmacophore design of MDMA derivatives on the human serotonin transporter (hSERT)

    Ángel A. Islas / Laura G. Moreno / Thomas Scior

    Heliyon, Vol 7, Iss 8, Pp e07784- (2021)

    2021  

    Abstract: The popular recreational drug MDMA (3,4-methylenedioxy-methamphetamine) has a documented potential as a psychopharmacological clinical and research tool. This is due to its unique ability to promote reprocessing of traumatic memories, empathetic and pro- ... ...

    Abstract The popular recreational drug MDMA (3,4-methylenedioxy-methamphetamine) has a documented potential as a psychopharmacological clinical and research tool. This is due to its unique ability to promote reprocessing of traumatic memories, empathetic and pro-social states. Although it is established that MDMA exerts its behavioural effects via the serotonin transporter (SERT), the ligand-protein molecular interplay remains elusive. In order to shed light on the binding of MDMA and its primary congeneric entactogens (MDA, MBDB and MDAI), we first combined induced fit with Monte Carlo simulations. The computed interaction energies of the models correlated well with experimental activities (adjR2 = 0.78). Then we carried out ‘ensemble binding space docking’ on trajectories generated by interpolation of experimentally derived structures of the hSERT from the outward-open, and the occluded, to the inward-open states. This approach revealed low-energy alternative binding modes, suggesting high occupancy of the central site, yet considerable MDMA mobility within it, favouring the paroxetine-like orientation. Finally, we designed a pharmacophore that may be used to recognise hSERT-mediated serotonin releasers and uptake inhibitors of diverse chemical structure, identifying their active conformations and interacting residues. We conclude that the conserved amine-Asp98 ionic and edge-to-face π-π interactions are crucial to the mode of action of MDMA on the hSERT, underscoring the contributions of Tyr95 and gating residues Phe341, Tyr176 and Phe335. Amenable to experimental testing, our modelling may aid the rational design of novel entactogenic compounds and contribute to the understanding of an action mechanism, common and typical of psychotropic agents.
    Keywords Entactogen ; Psychoactive ; MDA ; MDAI ; Symporter ; Science (General) ; Q1-390 ; Social sciences (General) ; H1-99
    Language English
    Publishing date 2021-08-01T00:00:00Z
    Publisher Elsevier
    Document type Article ; Online
    Database BASE - Bielefeld Academic Search Engine (life sciences selection)

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