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1.
Int J Mol Sci ; 22(15)2021 Jul 21.
Article En | MEDLINE | ID: mdl-34360573

Serotonin (5-HT) plays an extensive role during pregnancy in regulating both the placental physiology and embryonic/fetal development. The uptake of 5-HT into cells is central to the control of local concentrations of 5-HT near its molecular targets. Here, we investigated the mechanisms of 5-HT uptake into human primary placental cells and cord blood platelets, all isolated immediately after birth. Trophoblasts and cord blood platelets showed 5-HT uptake with similar Michaelis constant (Km) values (~0.6 µM), typical of the high-affinity serotonin transporter (SERT). The uptake of 5-HT into trophoblasts was efficiently inhibited by various SERT-targeting drugs. In contrast, the uptake of 5-HT into feto-placental endothelial cells was not inhibited by a SERT blocker and showed a Km value (~782 µM) in the low-affinity range. Consistent with this, SERT mRNAs were abundant in term trophoblasts but sparse in feto-placental endothelial cells, whereas the opposite was found for the low-affinity plasma membrane monoamine transporter (PMAT) mRNAs. Organic cation transporter (OCT) 1, 2, and 3 mRNAs were absent or sparse in both cell types. In summary, the results demonstrate, for the first time, the presence of functional 5-HT uptake systems in feto-placental endothelial cells and fetal platelets, cells that are in direct contact with fetal blood plasma. The data also highlight the sensitivity to various psychotropic drugs of 5-HT transport into trophoblasts facing the maternal blood. The multiple, high-, and low-affinity systems present for the cellular uptake of 5-HT underscore the importance of 5-HT homeostasis at the maternal-fetal interface.


Fetus/metabolism , Gene Expression Regulation/drug effects , Maternal-Fetal Exchange , Placenta/metabolism , Serotonin Plasma Membrane Transport Proteins/agonists , Serotonin Receptor Agonists/pharmacology , Serotonin/pharmacology , Female , Fetus/drug effects , Humans , Placenta/drug effects , Pregnancy , Trophoblasts/drug effects , Trophoblasts/metabolism
2.
J Neurochem ; 156(4): 445-464, 2021 02.
Article En | MEDLINE | ID: mdl-32797733

Serotonin (5-HT) transporter (SERT) plays a crucial role in serotonergic transmission in the central nervous system, and any aberration causes serious mental illnesses. Nevertheless, the cellular mechanisms that regulate SERT function and trafficking are not entirely understood. Growing evidence suggests that several protein kinases act as modulators. Here, we delineate the molecular mechanisms by which glycogen synthase kinase-3ß (GSK3ß) regulates SERT. When mouse striatal synaptosomes were treated with the GSK3α/ß inhibitor CHIR99021, we observed a significant increase in SERT function, Vmax , surface expression with a reduction in 5-HT Km and SERT phosphorylation. To further study how the SERT molecule is affected by GSK3α/ß, we used HEK-293 cells as a heterologous expression system. As in striatal synaptosomes, CHIR99021 treatment of cells expressing wild-type hSERT (hSERT-WT) resulted in a time and dose-dependent elevation of hSERT function with a concomitant increase in the Vmax and surface transporters because of reduced internalization and enhanced membrane insertion; silencing GSK3α/ß in these cells with siRNA also similarly affected hSERT. Converting putative GSK3α/ß phosphorylation site serine at position 48 to alanine in hSERT (hSERT-S48A) completely abrogated the effects of both the inhibitor CHIR99021 and GSK3α/ß siRNA. Substantiating these findings, over-expression of constitutively active GSK3ß with hSERT-WT, but not with hSERT-S48A, reduced SERT function, Vmax , surface density, and enhanced transporter phosphorylation. Both hSERT-WT and hSERT-S48A were inhibited similarly by PKC activation or by inhibition of Akt, CaMKII, p38 MAPK, or Src kinase. These findings provide new evidence that GSK3ß supports basal SERT function and trafficking via serine-48 phosphorylation.


Glycogen Synthase Kinase 3 beta/genetics , Glycogen Synthase Kinase 3 beta/metabolism , Serotonin Plasma Membrane Transport Proteins/genetics , Serotonin Plasma Membrane Transport Proteins/metabolism , Animals , Dose-Response Relationship, Drug , Glycogen Synthase Kinase 3 beta/antagonists & inhibitors , HEK293 Cells , Humans , Male , Mice , Mice, Inbred C57BL , Phosphorylation/drug effects , Phosphorylation/physiology , Protein Transport/drug effects , Protein Transport/physiology , Pyridines/pharmacology , Pyrimidines/pharmacology , Serotonin/pharmacology , Serotonin Plasma Membrane Transport Proteins/agonists
3.
Psychopharmacology (Berl) ; 237(12): 3703-3714, 2020 Dec.
Article En | MEDLINE | ID: mdl-32875347

RATIONALE: The nonmedical use of new psychoactive substances (NPS) is a worldwide public health concern. The so-called "benzofury" compounds, 5-(2-aminopropyl)benzofuran (5-APB) and 6-(2-aminopropyl)benzofuran (6-APB), are NPS with stimulant-like properties in human users. These substances are known to interact with monoamine transporters and 5-HT receptors in transfected cells, but less is known about their effects in animal models. METHODS: Here, we used in vitro monoamine transporter assays in rat brain synaptosomes to characterize the effects of 5-APB and 6-APB, together with their N-methyl derivatives 5-MAPB and 6-MAPB, in comparison with 3,4-methylenedioxyamphetamine (MDA) and 3,4-methylenedioxymethamphetamine (MDMA). In vivo neurochemical and behavioral effects of 5-APB (0.3 and 1.0 mg/kg, i.v.) and 6-APB (0.3 and 1.0 mg/kg, i.v.) were assessed in comparison with MDA (1.0 and 3.0 mg/kg, i.v.) using microdialysis sampling in the nucleus accumbens of conscious male rats. RESULTS: All four benzofuran derivatives were substrate-type releasers at dopamine transporters (DAT), norepinephrine transporters (NET), and serotonin transporters (SERT) with nanomolar potencies, similar to the profile of effects produced by MDA and MDMA. However, the benzofurans were at least threefold more potent than MDA and MDMA at evoking transporter-mediated release. Like MDA, both benzofurans induced dose-related elevations in extracellular dopamine and serotonin in the brain, but benzofurans were more potent than MDA. The benzofuran derivatives also induced profound behavioral activation characterized by forward locomotion which lasted for at least 2 h post-injection. CONCLUSIONS: Overall, benzofurans are more potent than MDA in vitro and in vivo, producing sustained stimulant-like effects in rats. These data suggest that benzofuran-type compounds may have abuse liability and could pose risks for adverse effects, especially if used in conjunction with abused drugs or medications which enhance monoamine transmission in the brain.


3,4-Methylenedioxyamphetamine/pharmacology , Benzofurans/pharmacology , Dopamine Plasma Membrane Transport Proteins/metabolism , Norepinephrine Plasma Membrane Transport Proteins/metabolism , Propylamines/pharmacology , Psychotropic Drugs/pharmacology , Serotonin Plasma Membrane Transport Proteins/metabolism , 3,4-Methylenedioxyamphetamine/chemistry , Animals , Benzofurans/chemistry , Dopamine Plasma Membrane Transport Proteins/agonists , Male , Norepinephrine Plasma Membrane Transport Proteins/agonists , Propylamines/chemistry , Rats , Rats, Sprague-Dawley , Serotonin Plasma Membrane Transport Proteins/agonists
4.
Molecules ; 24(20)2019 Oct 22.
Article En | MEDLINE | ID: mdl-31652614

Nicotinic acetylcholine receptors (nAChRs), serotonin transporters (SERT) and dopamine transporters (DAT) represent targets for the development of novel nicotinic derivatives acting as multiligands associated with different health conditions, such as depressive, anxiety and addiction disorders. In the present work, a series of functionalized esters structurally related to acetylcholine and nicotine were synthesized and pharmacologically assayed with respect to these targets. The synthesized compounds were studied in radioligand binding assays at α4ß2 nAChR, h-SERT and h-DAT. SERT experiments showed not radioligand [3H]-paroxetine displacement, but rather an increase in the radioligand binding percentage at the central binding site was observed. Compound 20 showed Ki values of 1.008 ± 0.230 µM for h-DAT and 0.031 ± 0.006 µM for α4ß2 nAChR, and [3H]-paroxetine binding of 191.50% in h-SERT displacement studies, being the only compound displaying triple affinity. Compound 21 displayed Ki values of 0.113 ± 0.037 µM for α4ß2 nAChR and 0.075 ± 0.009 µM for h-DAT acting as a dual ligand. Molecular docking studies on homology models of α4ß2 nAChR, h-DAT and h-SERT suggested potential interactions among the compounds and agonist binding site at the α4/ß2 subunit interfaces of α4ß2 nAChR, central binding site of h-DAT and allosteric modulator effect in h-SERT.


Acetylcholine/analogs & derivatives , Dopamine Plasma Membrane Transport Proteins/chemistry , Nicotine/analogs & derivatives , Receptors, Nicotinic/chemistry , Serotonin Plasma Membrane Transport Proteins/chemistry , Acetylcholine/agonists , Acetylcholine/chemical synthesis , Acetylcholine/chemistry , Allosteric Regulation , Binding Sites , Dopamine/chemistry , Dopamine Agonists/chemistry , Dopamine Plasma Membrane Transport Proteins/agonists , Esters/chemistry , HEK293 Cells , Humans , Ligands , Molecular Docking Simulation , Nicotine/agonists , Nicotine/chemical synthesis , Nicotine/chemistry , Nicotinic Agonists/chemistry , Pyrrolidines/chemistry , Radioligand Assay , Serotonin Plasma Membrane Transport Proteins/agonists , Structure-Activity Relationship
5.
Psychopharmacology (Berl) ; 234(23-24): 3455-3465, 2017 Dec.
Article En | MEDLINE | ID: mdl-28889212

RATIONALE: The therapeutic potential of monoamine releasers with prominent dopaminergic effects is hindered by their high abuse liability. OBJECTIVES: The present study examined the effects of several novel "norepinephrine (NE)-preferring" monoamine releasers relative to non-selective monoamine releasers, d-amphetamine and d-methamphetamine, in rhesus monkeys trained to discriminate cocaine. NE-preferring releasers were approximately 13-fold more potent for NE compared to dopamine release and ranged in potency for serotonin release (PAL-329 < l-methamphetamine < PAL-169). METHODS: Adult rhesus macaques were trained to discriminate 0.4 mg/kg, IM cocaine on a 30-response fixed ratio schedule of food reinforcement. Substitution studies determined the extent to which test drugs produced cocaine-like discriminative stimulus effects and their time course. Drug interaction studies determined whether pretreatment with test drugs altered the discriminable effects of cocaine. RESULTS: Results show that cocaine, d-amphetamine, and d-methamphetamine dose-dependently substituted for cocaine with similar potencies. Among the "NE-preferring" releasers, PAL-329 and l-methamphetamine also dose-dependently substituted for cocaine but differed in potency. PAL-169 failed to substitute for cocaine up to a dose that disrupted responding. When administered prior to cocaine, only d-amphetamine and PAL-329 significantly shifted the cocaine dose-effect function leftward indicating enhancement of cocaine's discriminative stimulus effects. CONCLUSIONS: These data suggest that greater potency for NE relative to dopamine release (up to 13-fold) does not interfere with the ability of a monoamine releaser to produce cocaine-like discriminative effects but that increased serotonin release may have an inhibitory effect. Further characterization of these and other "NE-preferring" monoamine releasers should provide insight into their potential for the management of cocaine addiction.


Cocaine/administration & dosage , Discrimination Learning/drug effects , Dopamine Plasma Membrane Transport Proteins/metabolism , Norepinephrine Plasma Membrane Transport Proteins/metabolism , Serotonin Plasma Membrane Transport Proteins/metabolism , Amphetamine/administration & dosage , Animals , Cocaine-Related Disorders/drug therapy , Cocaine-Related Disorders/psychology , Discrimination Learning/physiology , Dopamine/metabolism , Dopamine Plasma Membrane Transport Proteins/agonists , Dose-Response Relationship, Drug , Injections, Intramuscular , Macaca mulatta , Male , Membrane Transport Proteins/agonists , Membrane Transport Proteins/metabolism , Norepinephrine/metabolism , Norepinephrine Plasma Membrane Transport Proteins/agonists , Reinforcement, Psychology , Serotonin/metabolism , Serotonin Plasma Membrane Transport Proteins/agonists
6.
Br J Pharmacol ; 172(9): 2210-8, 2015 May.
Article En | MEDLINE | ID: mdl-25522019

BACKGROUND AND PURPOSE: There is growing concern over the abuse of certain psychostimulant methcathinone (MCAT) analogues. This study extends an initial quantitative structure-activity relationship (QSAR) investigation that demonstrated important steric considerations of seven 4- (or para-)substituted analogues of MCAT. Specifically, the steric character (Taft's steric ES ) of the 4-position substituent affected in vitro potency to induce monoamine release via dopamine and 5-HT transporters (DAT and SERT) and in vivo modulation of intracranial self-stimulation (ICSS). Here, we have assessed the effects of other steric properties of the 4-position substituents. EXPERIMENTAL APPROACH: Definitive steric parameters that more explicitly focus on the volume, width and length of the MCAT 4-position substituents were assessed. In addition, homology models of human DAT and human SERT based upon the crystallized Drosophila DAT were constructed and docking studies were performed, followed by hydropathic interaction (HINT) analysis of the docking results. KEY RESULTS: The potency of seven MCAT analogues at DAT was negatively correlated with the volume and maximal width of their 4-position substituents, whereas potency at SERT increased as substituent volume and length increased. SERT/DAT selectivity, as well as abuse-related drug effects in the ICSS procedure, also correlated with the same parameters. Docking solutions offered a means of visualizing these findings. CONCLUSIONS AND IMPLICATIONS: These results suggest that steric aspects of the 4-position substituents of MCAT analogues are key determinants of their action and selectivity, and that the hydrophobic nature of these substituents is involved in their potency at SERT.


Drug Design , Molecular Docking Simulation , Propiophenones/pharmacology , Psychotropic Drugs/pharmacology , Serotonin Plasma Membrane Transport Proteins/agonists , Animals , Binding Sites , Dopamine Plasma Membrane Transport Proteins/agonists , Dopamine Plasma Membrane Transport Proteins/chemistry , Dopamine Plasma Membrane Transport Proteins/metabolism , Drosophila Proteins/agonists , Drosophila Proteins/chemistry , Drosophila Proteins/metabolism , Humans , Hydrophobic and Hydrophilic Interactions , Ligands , Molecular Structure , Propiophenones/chemistry , Protein Binding , Protein Conformation , Psychotropic Drugs/chemistry , Quantitative Structure-Activity Relationship , Self Stimulation/drug effects , Serotonin Plasma Membrane Transport Proteins/chemistry , Serotonin Plasma Membrane Transport Proteins/metabolism
7.
Eur Neuropsychopharmacol ; 23(10): 1190-8, 2013 Oct.
Article En | MEDLINE | ID: mdl-23428337

Vortioxetine (Lu AA21004) is a new potential substance for the treatment of anxiety and mood disorders. It has high affinity for the 5-HT transporter (5-HTT) and moderate affinity for the 5-HT1A receptor in vitro. Positron emission tomography (PET) has commonly been used to examine the relation between dose/plasma concentration and occupancy to predict relevant dose intervals in a clinical setting. In this study 11 control subjects were examined with PET and [¹¹C]MADAM at baseline, after a single dose and after 9 days of dosing with Lu AA21004 (2.5, 10 or 60 mg) for quantification of 5-HTT occupancy. Four subjects were examined with PET and [¹¹C]WAY 100635 at baseline, after a single dose and after 9 days of dosing of Lu AA21004 (30 mg) for quantification of 5-HT(1A) occupancy. To allow for quantification of binding in the raphe nuclei, PET data were analyzed using wavelet aided parametric imaging. 5-HTT occupancy ranged from 2 (mean, 2.5 mg day 1) to 97% (60 mg day 9). The apparent affinity of Lu AA21004 binding to 5-HTT (KD(ND)) was calculated to 16.7 nM (R=0.95), and the corresponding oral dose (KD(ND)-dose) to 8.5 mg (R=0.91). No significant occupancy of 5-HT(1A) receptors was found after dosing of 30 mg Lu AA21004. Based on the literature and the present [¹¹C]MADAM binding data, a dose of 20-30 mg Lu AA21004 is suggested to give clinically relevant occupancy of the 5-HTT.


Nerve Tissue Proteins/metabolism , Neurons/metabolism , Piperazines/pharmacokinetics , Raphe Nuclei/metabolism , Receptor, Serotonin, 5-HT1A/metabolism , Serotonin 5-HT1 Receptor Agonists/pharmacokinetics , Serotonin Plasma Membrane Transport Proteins/metabolism , Sulfides/pharmacokinetics , Adult , Benzylamines/metabolism , Benzylamines/pharmacokinetics , Carbon Radioisotopes , Dose-Response Relationship, Drug , Humans , Ligands , Magnetic Resonance Imaging , Male , Middle Aged , Nerve Tissue Proteins/agonists , Nerve Tissue Proteins/antagonists & inhibitors , Neurons/diagnostic imaging , Neurons/drug effects , Piperazines/administration & dosage , Piperazines/metabolism , Piperazines/pharmacology , Positron-Emission Tomography , Pyridines/metabolism , Pyridines/pharmacokinetics , Radiopharmaceuticals/metabolism , Radiopharmaceuticals/pharmacokinetics , Raphe Nuclei/diagnostic imaging , Raphe Nuclei/drug effects , Receptor, Serotonin, 5-HT1A/chemistry , Serotonin 5-HT1 Receptor Agonists/administration & dosage , Serotonin 5-HT1 Receptor Agonists/metabolism , Serotonin 5-HT1 Receptor Agonists/pharmacology , Serotonin Plasma Membrane Transport Proteins/agonists , Serotonin Plasma Membrane Transport Proteins/chemistry , Selective Serotonin Reuptake Inhibitors/administration & dosage , Selective Serotonin Reuptake Inhibitors/metabolism , Selective Serotonin Reuptake Inhibitors/pharmacokinetics , Selective Serotonin Reuptake Inhibitors/pharmacology , Sulfides/administration & dosage , Sulfides/metabolism , Sulfides/pharmacology , Tissue Distribution , Vortioxetine , Young Adult
8.
J Biol Chem ; 287(52): 43694-707, 2012 Dec 21.
Article En | MEDLINE | ID: mdl-23086945

The serotonin transporter (SERT) and the norepinephrine transporter (NET) are sodium-dependent neurotransmitter transporters responsible for reuptake of released serotonin and norepinephrine, respectively, into nerve terminals in the brain. A wide range of inhibitors of SERT and NET are used as treatment of depression and anxiety disorders or as psychostimulant drugs of abuse. Despite their clinical importance, the molecular mechanisms by which various types of antidepressant drugs bind and inhibit SERT and NET are still elusive for the majority of the inhibitors, including the molecular basis for SERT/NET selectivity. Mutational analyses have suggested that a central substrate binding site (denoted the S1 pocket) also harbors an inhibitor binding site. In this study, we determine the effect of mutating six key S1 residues in human SERT (hSERT) and NET (hNET) on the potency of 15 prototypical SERT/NET inhibitors belonging to different drug classes. Analysis of the resulting drug sensitivity profiles provides novel information on drug binding modes in hSERT and hNET and identifies specific S1 residues as important molecular determinants for inhibitor potency and hSERT/hNET selectivity.


Antidepressive Agents/pharmacology , Molecular Dynamics Simulation , Norepinephrine Plasma Membrane Transport Proteins/metabolism , Serotonin Plasma Membrane Transport Proteins/metabolism , Animals , Binding Sites , COS Cells , Chlorocebus aethiops , Humans , Mutation , Norepinephrine Plasma Membrane Transport Proteins/agonists , Norepinephrine Plasma Membrane Transport Proteins/chemistry , Norepinephrine Plasma Membrane Transport Proteins/genetics , Peptide Mapping/methods , Protein Binding , Serotonin Plasma Membrane Transport Proteins/agonists , Serotonin Plasma Membrane Transport Proteins/chemistry , Serotonin Plasma Membrane Transport Proteins/genetics
9.
PLoS One ; 7(7): e38886, 2012.
Article En | MEDLINE | ID: mdl-22808019

To study the tumor inhibition effect of mirtazapine, a drug for patients with depression, CT26/luc colon carcinoma-bearing animal model was used. BALB/c mice were randomly divided into six groups: two groups without tumors, i.e. wild-type (no drug) and drug (mirtazapine), and four groups with tumors, i.e. never (no drug), always (pre-drug, i.e. drug treatment before tumor inoculation and throughout the experiment), concurrent (simultaneously tumor inoculation and drug treatment throughout the experiment), and after (post-drug, i.e. drug treatment after tumor inoculation and throughout the experiment). The "psychiatric" conditions of mice were observed from the immobility time with tail suspension and spontaneous motor activity post tumor inoculation. Significant increase of serum interleukin-12 (sIL-12) and the inhibition of tumor growth were found in mirtazapine-treated mice (always, concurrent, and after) as compared with that of never. In addition, interferon-γ level and immunocompetent infiltrating CD4+/CD8+ T cells in the tumors of mirtazapine-treated, tumor-bearing mice were significantly higher as compared with that of never. Tumor necrosis factor-α (TNF-α) expressions, on the contrary, are decreased in the mirtazapine-treated, tumor-bearing mice as compared with that of never. Ex vivo autoradiography with [(123)I]ADAM, a radiopharmaceutical for serotonin transporter, also confirms the similar results. Notably, better survival rates and intervals were also found in mirtazapine-treated mice. These findings, however, were not observed in the immunodeficient mice. Our results suggest that tumor growth inhibition by mirtazapine in CT26/luc colon carcinoma-bearing mice may be due to the alteration of the tumor microenvironment, which involves the activation of the immune response and the recovery of serotonin level.


Adrenergic alpha-Antagonists/therapeutic use , Colonic Neoplasms/drug therapy , Colonic Neoplasms/immunology , Immunity, Innate/drug effects , Immunocompromised Host , Mianserin/analogs & derivatives , Serotonin Plasma Membrane Transport Proteins/agonists , Adrenergic alpha-Antagonists/pharmacology , Animals , Autoradiography , Colonic Neoplasms/pathology , Genes, Reporter , Injections, Subcutaneous , Interferon-gamma/biosynthesis , Interferon-gamma/immunology , Interleukin-12/biosynthesis , Interleukin-12/immunology , Luciferases , Male , Mianserin/pharmacology , Mianserin/therapeutic use , Mice , Mice, Inbred BALB C , Mice, SCID , Mirtazapine , Neoplasm Transplantation , Serotonin Plasma Membrane Transport Proteins/metabolism , Survival Rate , T-Lymphocytes/drug effects , T-Lymphocytes/immunology , Tumor Microenvironment/drug effects , Tumor Necrosis Factor-alpha/biosynthesis , Tumor Necrosis Factor-alpha/immunology
10.
Appl Radiat Isot ; 67(9): 1654-60, 2009 Sep.
Article En | MEDLINE | ID: mdl-19359188

[(11)C]DASB combines all major prerequisites for a successful SERT-ligand, providing excellent biological properties and in-vivo behaviour. Thus, we aimed to establish a fully automated procedure for the synthesis and purification of [(11)C]DASB with a high degree of reliability reducing the overall synthesis time while conserving high yields and purity. The optimized [(11)C]DASB synthesis was applied in more than 60 applications with a very low failure rate (3.2%). We obtained yields up to 8.9 GBq (average 5.3+/-1.6 GBq). Radiochemical yields based on [(11)C]CH(3)I, (corrected for decay) were 66.3+/-6.9% with a specific radioactivity (A(s)) of 86.8+/-24.3 GBq/micromol (both at the end of synthesis, EOS). Time consumption was kept to a minimum, resulting in 43 min from end of bombardment to release of the product after quality control. From our data, it is evident that the presented method can be implemented for routine preparations of [(11)C]DASB with high reliability.


Aniline Compounds/chemical synthesis , Radiopharmaceuticals/chemical synthesis , Sulfides/chemical synthesis , Carbon Radioisotopes , Humans , Serotonin Plasma Membrane Transport Proteins/agonists
11.
BMC Bioinformatics ; 9: 401, 2008 Sep 25.
Article En | MEDLINE | ID: mdl-18817552

BACKGROUND: Recent advances in high-throughput screening (HTS) techniques and readily available compound libraries generated using combinatorial chemistry or derived from natural products enable the testing of millions of compounds in a matter of days. Due to the amount of information produced by HTS assays, it is a very challenging task to mine the HTS data for potential interest in drug development research. Computational approaches for the analysis of HTS results face great challenges due to the large quantity of information and significant amounts of erroneous data produced. RESULTS: In this study, Decision Trees (DT) based models were developed to discriminate compound bioactivities by using their chemical structure fingerprints provided in the PubChem system http://pubchem.ncbi.nlm.nih.gov. The DT models were examined for filtering biological activity data contained in four assays deposited in the PubChem Bioassay Database including assays tested for 5HT1a agonists, antagonists, and HIV-1 RT-RNase H inhibitors. The 10-fold Cross Validation (CV) sensitivity, specificity and Matthews Correlation Coefficient (MCC) for the models are 57.2 approximately 80.5%, 97.3 approximately 99.0%, 0.4 approximately 0.5 respectively. A further evaluation was also performed for DT models built for two independent bioassays, where inhibitors for the same HIV RNase target were screened using different compound libraries, this experiment yields enrichment factor of 4.4 and 9.7. CONCLUSION: Our results suggest that the designed DT models can be used as a virtual screening technique as well as a complement to traditional approaches for hits selection.


Biological Assay/methods , Biological Assay/statistics & numerical data , Decision Trees , Information Storage and Retrieval/methods , Pattern Recognition, Automated/methods , Quantitative Structure-Activity Relationship , Artificial Intelligence , Decision Support Techniques , Drug Discovery/methods , Ribonuclease H, Human Immunodeficiency Virus/antagonists & inhibitors , Sensitivity and Specificity , Serotonin Plasma Membrane Transport Proteins/agonists
12.
Exp Clin Psychopharmacol ; 14(1): 20-33, 2006 Feb.
Article En | MEDLINE | ID: mdl-16503702

Illicit use of psychostimulants, such as cocaine and methamphetamine, continues to pose a significant public health concern. On the basis of the relative success at treating opiate and tobacco users with agonist substitution treatments, this strategy has been pursued in the search for a pharmacotherapy for psychostimulant addiction. The reinforcing effects of drugs are central to their abuse liability; therefore, gaining a better understanding of the factors that determine the reinforcing effects of psychostimulants should inform the development of an effective treatment. Although the reinforcing effects of drugs are known to be multiply determined, the author's dissertation research focused on pharmacological factors. This review presents results from that research as well as findings reported in the extant literature, suggesting that the reinforcing effects of psychostimulant drugs are determined both by their pharmacodynamic and pharmacokinetic profiles. There is evidence to support the conclusion that affinity for dopamine transporters appears to be of critical importance, whereas serotonin transporters seem to serve a modulatory function. A more rapid rate of onset may enhance a drug's reinforcing effects, but a drug with a slow onset can still maintain self-administration. A drug's duration of action may only influence the rate but not the strength of responding that is maintained. Slow-onset, long-acting monoamine transporter ligands can be expected to have reinforcing effects and therefore abuse liability, which has implications for the use of these drugs as pharmacotherapies. Nonetheless, on the basis of promising preclinical and clinical findings, this appears to represent a viable treatment strategy.


Central Nervous System Stimulants/pharmacology , Dopamine Plasma Membrane Transport Proteins/agonists , Reinforcement, Psychology , Serotonin Plasma Membrane Transport Proteins/agonists , Central Nervous System Stimulants/administration & dosage , Central Nervous System Stimulants/pharmacokinetics , Dopamine Plasma Membrane Transport Proteins/metabolism , Humans , Reinforcement Schedule , Self Administration , Serotonin Plasma Membrane Transport Proteins/metabolism
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