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1.
Psychoneuroendocrinology ; 120: 104784, 2020 10.
Article En | MEDLINE | ID: mdl-32673938

DNA methylation analysis is increasingly used in stress research. Available methods are expensive, laborious and often limited by either the analysis of short CpG stretches or low assay sensitivity. Here, we present a cost-efficient next generation sequencing-based strategy for the simultaneous investigation of multiple candidate genes in large cohorts. To illustrate the method, we present analysis of four candidate genes commonly assessed in psychoneuroendocrine research: Glucocorticoid receptor (NR3C1), Serotonin transporter (SLC6A4), FKBP Prolyl isomerase 5 (FKBP5), and the Oxytocin receptor (OXTR). DNA methylation standards (100 %; 75 %; 50 %; 25 % and 0 %) and DNA of a female and male donor were bisulfite treated in three independent trials and were used to generate sequencing libraries for 42 CpGs from the NR3C1 1 F promoter region, 84 CpGs of the SLC6A4 5' regulatory region, 5 CpGs located in FKBP5 intron 7, and additional 12 CpGs located in a potential enhancer element in intron 3 of the OXTR. In addition, DNA of 45 patients with borderline personality disorder (BPD) and 45 healthy controls was assayed. Multiplex libraries of all samples were sequenced on a MiSeq system and analyzed for mean methylation values of all CpG sites using amplikyzer2 software. Results indicated excellent accuracy of the assays when investigating replicates generated from the same bisulfite converted DNA, and very high linearity (R2 > 0.9) of the assays shown by the analysis of differentially methylated DNA standards. Comparing DNA methylation between BPD and healthy controls revealed no biologically relevant differences. The technical approach as described here facilitates targeted DNA methylation analysis and represents a highly sensitive, cost-efficient and high throughput tool to close the gap between coverage and precision in epigenetic research of stress-associated phenotypes.


DNA Methylation/genetics , Epigenomics/methods , High-Throughput Nucleotide Sequencing/methods , Base Sequence/genetics , CpG Islands/genetics , DNA/chemistry , Humans , Promoter Regions, Genetic/genetics , Receptors, Glucocorticoid/analysis , Receptors, Oxytocin/analysis , Receptors, Oxytocin/genetics , Serotonin Plasma Membrane Transport Proteins/analysis , Serotonin Plasma Membrane Transport Proteins/genetics , Sulfites/chemistry , Tacrolimus Binding Proteins/analysis , Tacrolimus Binding Proteins/genetics
2.
BMC Neurol ; 20(1): 192, 2020 May 16.
Article En | MEDLINE | ID: mdl-32416724

BACKGROUND: Neuropathological data and nuclear medicine imaging show extensive serotonergic impairment in Parkinson's disease (PD). We undertook a case-controlled analysis of 123I-FP-CIT SPECT images to measure extrastriatal serotonergic transporters (SERT) in PD using the Parkinson's Progression Markers Initiative (PPMI) cohort. METHODS: We included all PD (n = 154) and Control subjects (n = 62) with available 123I-FP-CIT SPECT imaging and high-resolution T1-weighted MRI for coregistration (PD: mean age 61.6 years, 62% male, disease duration 26 months, MDS-UPDRS III score 22). 123I-FP-CIT SPECT images were processed with PETPVE12 using an exploratory voxel-wise analysis including partial-volume effect correction. Linear regressions were performed in the PD group to assess correlations between region of interest 123I-FP-CIT uptake and clinical motor and non-motor impairment. RESULTS: Compared to Controls, PD exhibited an uptake reduction in bilateral caudate nucleus, putamen, insula, amygdala and right pallidum (family-wise error (FWE)-corrected p <  0.05). While lower putaminal uptake on the contralateral side to clinically more affected side was associated with higher MDS-UPDRS III score (p = 0.022), we found a trend association between higher geriatric depression scale and lower pallidum uptake (p = 0.09). Higher SCOPA-AUT gastrointestinal subscore was associated with lower uptake in mean putamen and caudate nucleus (p = 0.01 to 0.03), whereas urological subscore was inversely correlated with mean caudate nucleus, putamen, and pallidum uptake (p = 0.002 to 0.03). REM sleep behaviour disorder screening questionnaire was associated with lower 123I-FP-CIT binding in caudate nucleus, putamen and pallidum (all p <  0.05). No significant association was found for Montreal Cognitive Assessment (all p > 0.45) or excessive daytime sleepiness (all p > 0.29). CONCLUSIONS: In addition to the well-established striatal deficit, this study provides evidence of a major extrastriatal 123I-FP-CIT impairment, and therefore of an altered serotonergic transmission in early PD.


Brain/diagnostic imaging , Parkinson Disease/diagnostic imaging , Serotonin Plasma Membrane Transport Proteins/metabolism , Tomography, Emission-Computed, Single-Photon/methods , Adult , Aged , Brain/metabolism , Case-Control Studies , Cohort Studies , Disease Progression , Female , Humans , Image Interpretation, Computer-Assisted/methods , Iodine Radioisotopes , Male , Middle Aged , Parkinson Disease/metabolism , Serotonin Plasma Membrane Transport Proteins/analysis , Tropanes
3.
Bioorg Chem ; 97: 103654, 2020 04.
Article En | MEDLINE | ID: mdl-32088418

A series of diphenylsulfide derivatives with various substitutions at the 4-position on phenyl ring A and different lengths of the 2-fluoroethoxy-substituted side-chain at the 4'-position on ring B were synthesized and evaluated as potential positron emission tomography (PET) imaging agents for serotonin transporters (SERT). These ligands exhibited high SERT binding affinities (Ki = 0.11-1.3 nM) and the 4-methyl-substituted (4-Me) compounds 7a and 8a displayed excellent selectivity for SERT versus norepinephrine transporters (NET) (392- and 700-fold, respectively). In the parallel artificial membrane permeability assay (PAMPA), these ligands demonstrated moderate to high brain penetration, and the 4-Me analogs showed higher BBB permeability than the corresponding 4-F analogs. The 2-fluoroethoxy-substituted ligands showed higher metabolic stability and lower lipophilicity than 4-F-ADAM. [18F]7a-c were readily prepared using an automatic synthesizer and exhibited significant uptake and slow washout in rat brains. At 120 min after iv injection, [18F]7a exhibited the highest uptake in the midbrain, whereas [18F]7b exhibited the highest uptake in the hypothalamus and midbrain. After treatment with citalopram, a SERT-selective ligand, the uptake of [18F]7a in the hypothalamus and striatum was significantly decreased. The potent and highly selective SERT binding and the selective and reversible accumulation in SERT-rich brain regions suggested that [18F]7a is a promising lead for the further development of novel [18F]-labeled PET imaging agents for SERT binding sites in the brain.


Benzene Derivatives/chemistry , Fluorine Radioisotopes/chemistry , Positron-Emission Tomography/methods , Serotonin Plasma Membrane Transport Proteins/analysis , Sulfides/chemistry , Animals , Benzene Derivatives/chemical synthesis , Benzene Derivatives/metabolism , Benzene Derivatives/pharmacokinetics , Brain/metabolism , Brain Chemistry , Chemistry Techniques, Synthetic , Fluorine Radioisotopes/metabolism , Fluorine Radioisotopes/pharmacokinetics , Male , Protein Binding , Rats, Sprague-Dawley , Serotonin Plasma Membrane Transport Proteins/metabolism , Sulfides/chemical synthesis , Sulfides/metabolism , Sulfides/pharmacokinetics
4.
Psychiatr Genet ; 30(1): 19-29, 2020 02.
Article En | MEDLINE | ID: mdl-31634334

BACKGROUND: Selective serotonin reuptake inhibitors (SSRIs) exert substantial variability in effectiveness in patients with major depressive disorder (MDD), with up to 50-60% not achieving adequate response. Elucidating pharmacokinetic factors that explain this variability is important to increase treatment effectiveness. OBJECTIVES: To examine potential modification of the relationship between paroxetine serum concentration (PSC) and serotonin transporter (SERT)-occupancy by single nucleotide polymorphisms (SNPs) of the ABCB1 gene, coding for the P-glycoprotein (P-gp) pump, in MDD patients. To investigate the relationship between ABCB1 SNPs and clinical response. METHODS: Patients had MDD and received paroxetine 20 mg/day. We measured PSC after 6 weeks. We quantified SERT-occupancy with SPECT imaging (n = 38) and measured 17-item Hamilton Depression Rating Scale (HDRS17)-scores at baseline and after 6 weeks (n = 81). We genotyped ABCB1 at rs1045642 [3435C>T], rs1128503 [1236C>T], rs2032582 [2677G>T/A] and rs2235040 [2505G>A]. For our primary aim, we modeled mean SERT-occupancy in an Emax nonlinear regression model with PSC and assessed whether the model improved by genetic subgrouping. For our secondary aim, we used multivariate linear regression analysis. RESULTS: The rs1128503 and rs2032582 SNPs modified the relationship between PSC and SERT-occupancy in both our intention-to-treat and sensitivity analyses at the carriership level. However, we could not detect significant differences in clinical response between any of the genetic subgroups. CONCLUSION: Pharmacokinetic influences of the ABCB1 rs1128503 and rs2032582 represent a potentially relevant pharmacogenetic mechanism to consider when evaluating paroxetine efficacy. Future studies are needed to support the role of ABCB1 genotyping for individualizing SSRI pharmacotherapy.


Depressive Disorder, Major/genetics , ATP Binding Cassette Transporter, Subfamily B/genetics , ATP Binding Cassette Transporter, Subfamily B/metabolism , ATP Binding Cassette Transporter, Subfamily B, Member 1/genetics , ATP Binding Cassette Transporter, Subfamily B, Member 1/metabolism , Adult , Biomarkers, Pharmacological/blood , Depression/genetics , Depression/metabolism , Depressive Disorder, Major/metabolism , Female , Genotype , Humans , Male , Middle Aged , Paroxetine/analysis , Paroxetine/blood , Paroxetine/pharmacology , Pharmacogenetics , Polymorphism, Single Nucleotide/genetics , Serotonin Plasma Membrane Transport Proteins/analysis , Serotonin Plasma Membrane Transport Proteins/blood , Serotonin Plasma Membrane Transport Proteins/genetics , Selective Serotonin Reuptake Inhibitors/therapeutic use
5.
Biol Trace Elem Res ; 196(2): 359-364, 2020 Aug.
Article En | MEDLINE | ID: mdl-31732929

Chromium(III) is one of the most controversial biometals. Although, it is no longer on the list of minerals necessary for the proper functioning of the human body, and its pharmacological effect is still under discussion. One of the purposes of Cr(III) administration is to use it in patients with mood disorders and it is strictly related to its pharmacological, not dietary effect. This is because its high doses are necessary to obtain the results and additionally, no deficiencies in human population have been noted. In this study, the affinity of chromium(III) to selected receptors and transporters in the rat brain was evaluated, and the effect of the 14-day administration of this metal was assessed on the density of selected receptors. All analyses were performed in vitro using radioligand binding assays, and the results indicated lack of affinity to ß1 and α1 receptors and serotonin transporter (SERT), furthermore very weak affinity to the 5-HT1A receptor (30% inhibition at 10-4 and 10-5 M). Analysis of the α1 and ß1 adrenergic receptor density indicated lack of any adaptive effects after 14 days of Cr(III) administration through intraperitoneal injections (doses 6 and 12 mg/kg). The antidepressant activity of chromium(III) indicated in clinical trials concerned patients with atypical, seasonal, or dystonic symptoms. This effect, as it seems based on the presented results, does not depend on direct affinity to serotonin receptors and transporter nor is the result of adaptive changes in the adrenoreceptor system.


Brain/drug effects , Brain/metabolism , Chlorides/administration & dosage , Chlorides/pharmacology , Chromium Compounds/administration & dosage , Chromium Compounds/pharmacology , Receptors, Adrenergic, alpha-1/analysis , Receptors, Adrenergic, beta-1/analysis , Serotonin Plasma Membrane Transport Proteins/analysis , Animals , Chlorides/chemistry , Chromium Compounds/chemistry , Injections, Intraperitoneal , Male , Protein Transport , Rats , Rats, Wistar
6.
Medicine (Baltimore) ; 98(42): e17504, 2019 Oct.
Article En | MEDLINE | ID: mdl-31626105

Mental disorders are important diseases with a high prevalence rate in the general population. Common mental disorders are complex diseases with high heritability, and their pathogenesis is the result of interactions between genetic and environmental factors. However, the relationship between mental disorders and genes is complex and difficult to evaluate. Additionally, some mental disorders involve numerous genes, and a single gene can also be associated with different types of mental disorders.This study used text mining (including word frequency analysis, cluster analysis, and association analysis) of the PubMed database to identify genes related to mental disorders.Word frequency analysis revealed 52 high-frequency genes important in studies of mental disorders. Cluster analysis showed that 5-HTT, SLC6A4, and MAOA are common genetic factors in most mental disorders; the intra-group genes in each cluster were highly correlated. Some mental disorders may have common genetic factors; for example, there may be common genetic factors between 'Affective Disorders' and 'Schizophrenia.' Association analysis revealed 35 frequent itemsets and 25 association rules, indicating close associations among genes. The results of association rules showed that CCK, MAOA, and 5-HTT are the most closely related.We used text mining technology to analyze genes related to mental disorders to further summarize and clarify the relationships between mental disorders and genes as well as identify potential relationships, providing a foundation for future experiments. The results of the associative analysis also provide a reference for multi-gene studies of mental disorders.


Data Mining/methods , Mental Disorders/genetics , Cluster Analysis , Databases, Factual , Genetic Predisposition to Disease/genetics , Humans , Monoamine Oxidase/analysis , PubMed , Serotonin Plasma Membrane Transport Proteins/analysis
7.
Eur J Pharmacol ; 862: 172639, 2019 Nov 05.
Article En | MEDLINE | ID: mdl-31491406

This study investigated the effect of dextromethorphan (DXM) against Parkinson's disease (PD) in rats and explored the association between DXM dose and PD risk in elderly patients 65 years and older using a population-based database. The PD rat model (Sprague Dawley rats) was induced by injecting 6-hydroxydopamine (6-OHDA) into the unilateral medial forebrain bundle of the rat brain. DXM (20 mg/kg) was administered intraperitoneally twice daily from 7 days before the appearance of a 6-OHDA lesion to 28 days after the lesion appeared. The availability of dopamine transporter (DAT) and serotonin transporter (SERT) in the striatum of the rat brain was measured using positron emission tomography. The apomorphine-induced rotation test was performed to study the hypersensitivity of the brain regions with lesions. This animal study demonstrated that DXM significantly attenuated 6-OHDA-induced DAT and SERT loss, correlating to rotational behaviors. The population-based human study analyzed the data from the Taiwan Longitudinal Health Insurance Database 2005 between January 2005 and December 2013 and then used the DXM dose-response curve to investigate the trend of its protective effect against PD. In the human study, low cumulative doses of DXM may potentially achieve a protective effect for PD; however, high cumulative doses seem to be a risk for PD.


Dextromethorphan/administration & dosage , Parkinson Disease, Secondary/prevention & control , Parkinson Disease/prevention & control , Protective Agents/administration & dosage , Aged , Aged, 80 and over , Animals , Behavior Observation Techniques , Behavior, Animal/drug effects , Case-Control Studies , Corpus Striatum/diagnostic imaging , Corpus Striatum/metabolism , Disease Models, Animal , Dopamine Plasma Membrane Transport Proteins/analysis , Dopamine Plasma Membrane Transport Proteins/metabolism , Dose-Response Relationship, Drug , Female , Humans , Male , Oxidopamine/toxicity , Parkinson Disease/epidemiology , Parkinson Disease, Secondary/chemically induced , Parkinson Disease, Secondary/pathology , Positron-Emission Tomography , Rats , Rats, Sprague-Dawley , Serotonin Plasma Membrane Transport Proteins/analysis , Serotonin Plasma Membrane Transport Proteins/metabolism , Taiwan/epidemiology , X-Ray Microtomography
8.
Anal Chem ; 91(17): 10970-10978, 2019 09 03.
Article En | MEDLINE | ID: mdl-31408320

Insight into the structure-function relationship of membrane proteins is important to understand basic cell function and inform drug development, as these are common targets for drugs. Hydrogen/deuterium exchange mass spectrometry (HDX-MS) is an established technique for the study of protein conformational dynamics and has shown compatibility with membrane proteins. However, the digestion and mass analysis of peptides from membrane proteins can be challenging, severely limiting the HDX-MS experiment. Here we compare the digestion of four integral membrane proteins-Cl-/H+ exchange transporter (ClC-ec1), leucine transporter (LeuT), dopamine transporter (DAT), and serotonin transporter (SERT)-by the use of porcine pepsin and three alternative aspartic proteases either in-solution or immobilized on-column in an optimized HDX-MS-compatible workflow. Pepsin was the most favorable for the digestion of ClC-ec1 and LeuT, providing coverage of 82.2 and 33.2% of the respective protein sequence; however, the alternative proteases surpassed pepsin for the digestion of DAT and SERT. By also screening quench solution additives, we observe that the denaturant urea was beneficial, resulting in improved sequence coverage of all membrane proteins, in contrast to guanidine hydrochloride. Furthermore, significant improvements in sequence coverage were achieved by tailoring the chromatography to handle hydrophobic peptides. Overall, we demonstrate that the susceptibility of membrane proteins to proteolytic digestion during HDX-MS is highly protein-specific. Our results highlight the importance of having multiple proteases and different quench buffer additives in the HDX-MS toolbox and the need to carefully screen a range of digestion conditions to successfully optimize the HDX-MS analysis of integral membrane proteins.


Antiporters/analysis , Dopamine Plasma Membrane Transport Proteins/analysis , Drosophila Proteins/analysis , Escherichia coli Proteins/analysis , Hydrogen Deuterium Exchange-Mass Spectrometry/methods , Peptide Fragments/analysis , Serotonin Plasma Membrane Transport Proteins/analysis , Amino Acid Sequence , Animals , Antiporters/chemistry , Aquifex , Aspartic Acid Proteases/chemistry , Bacteria , Dopamine Plasma Membrane Transport Proteins/chemistry , Drosophila Proteins/chemistry , Drosophila melanogaster , Escherichia coli , Escherichia coli Proteins/chemistry , Humans , Models, Molecular , Pepsin A/chemistry , Proteolysis , Serotonin Plasma Membrane Transport Proteins/chemistry , Structure-Activity Relationship , Swine , Urea/chemistry
9.
Am J Phys Anthropol ; 170(3): 351-360, 2019 11.
Article En | MEDLINE | ID: mdl-31260092

OBJECTIVES: The serotonergic system is involved in the regulation of socio-emotional behavior and heavily innervates the amygdala, a key structure of social brain circuitry. We quantified serotonergic axon density of the four major nuclei of the amygdala in humans, and examined our results in light of previously published data sets in chimpanzees and bonobos. MATERIALS AND METHODS: Formalin-fixed postmortem tissue sections of the amygdala from six humans were stained for serotonin transporter (SERT) utilizing immunohistochemistry. SERT-immunoreactive (ir) axon fiber density in the lateral, basal, accessory basal, and central nuclei of the amygdala was quantified using unbiased stereology. Nonparametric statistical analyses were employed to examine differences in SERT-ir axon density between amygdaloid nuclei within humans, as well as differences between humans and previously published data in chimpanzees and bonobos. RESULTS: Humans displayed a unique pattern of serotonergic innervation of the amygdala, and SERT-ir axon density was significantly greater in the central nucleus compared to the lateral nucleus. SERT-ir axon density was significantly greater in humans compared to chimpanzees in the basal, accessory basal, and central nuclei. SERT-ir axon density was greater in humans compared to bonobos in the accessory basal and central nuclei. CONCLUSIONS: The human pattern of SERT-ir axon distribution in the amygdala complements the redistribution of neurons in the amygdala in human evolution. The present findings suggest that differential serotonergic modulation of cognitive and autonomic pathways in the amygdala in humans, bonobos, and chimpanzees may contribute to species-level differences in social behavior.


Amygdala/chemistry , Amygdala/cytology , Serotonin Plasma Membrane Transport Proteins/analysis , Adult , Aged , Anthropology, Physical , Biological Evolution , Female , Humans , Immunohistochemistry , Male , Neurons/chemistry , Neurons/cytology , Serotonin Plasma Membrane Transport Proteins/chemistry , Social Behavior , Young Adult
10.
Bioconjug Chem ; 28(11): 2647-2672, 2017 11 15.
Article En | MEDLINE | ID: mdl-28767225

The critical role of serotonin (5-hydroxytryptamine; 5-HT) and its receptors (5-HTRs) in the pathophysiology of diverse neuropsychiatric and neurodegenerative disorders render them attractive diagnostic and therapeutic targets for brain disorders. Therefore, the in vivo assessment of binding of 5-HT receptor ligands under a multitude of physiologic and pathologic scenarios may support more-accurate identification of disease and its progression and the patient's response to therapy as well as the screening of novel therapeutic strategies. The present Review aims to focus on the current status of radioligands used for positron-emission tomography (PET) and single-photon-emission computerized tomography (SPECT) imaging of human brain serotonin receptors. We further elaborate upon and emphasize the attributes that qualify a radioligand for theranostics on the basis of its frequency of use in clinics, its benefit to risk assessment in humans, and its continuous evolution, along with the major limitations.


Brain/diagnostic imaging , Positron-Emission Tomography/methods , Receptors, Serotonin/analysis , Serotonin Plasma Membrane Transport Proteins/analysis , Tomography, Emission-Computed, Single-Photon/methods , Animals , Brain/cytology , Humans , Models, Molecular , Neurons , Radiopharmaceuticals/chemistry
11.
Neurochem Int ; 108: 397-409, 2017 Sep.
Article En | MEDLINE | ID: mdl-28577990

Our previous studies demonstrated that chronic social defeat (CSD) up-regulated expression of the serotonin transporter (SERT) and norepinephrine transporter (NET) in the brain, which was mediated by corticosteroid receptors. In the present study we first analyzed the alterations of corticosteroid receptors in different brain regions after the CSD paradigm. The results showed that CSD significantly reduced glucocorticoid receptor (GR) protein levels in the CA1 and dentate gyrus of the hippocampus, as well as in central and basolateral nuclei of the amygdala, which was accompanied by the translocation of GR from cytoplasm to nuclei. CSD also markedly reduced GR mRNA levels and MR immunoreactivity in the CA1, CA3 and dentate gyrus areas of the hippocampus. Conversely, CSD pronouncedly enhanced GR mRNA and protein levels in the dorsal raphe nucleus and locus coeruleus relative to the control. As an extension of our previous studies, in situ hybridization and immunohistochemical staining demonstrated that CSD regimen caused a notable increase of SERT mRNA levels in the dorsal raphe nucleus and increased SERT immunoreactivities in CA1 and CA3 of the hippocampus, as well as those in the basolateral nuclei of the amygdala. Likewise, CSD regimen resulted in an evident enhancement of NET immunoreactivity in the CA1 of the hippocampus and in the basolateral nuclei of the amygdala. Our current findings suggest that GR expressional alterations in response to CSD are complex and brain region-specific, which may correspond to their different functions in these regions.


Amygdala/metabolism , Hippocampus/metabolism , Receptors, Glucocorticoid/physiology , Stress, Psychological/metabolism , Amygdala/chemistry , Animals , Chronic Disease , Female , Hippocampus/chemistry , Male , Norepinephrine Plasma Membrane Transport Proteins/analysis , Norepinephrine Plasma Membrane Transport Proteins/metabolism , Rats , Rats, Long-Evans , Receptors, Glucocorticoid/analysis , Receptors, Steroid/analysis , Receptors, Steroid/physiology , Serotonin Plasma Membrane Transport Proteins/analysis , Serotonin Plasma Membrane Transport Proteins/metabolism , Stress, Psychological/psychology
12.
Neuroimage ; 149: 23-32, 2017 04 01.
Article En | MEDLINE | ID: mdl-28119137

INTRODUCTION: In-vivo quantification of serotonin transporters (SERT) in human brain has been a mainstay of molecular imaging in the field of neuropsychiatric disorders and helped to explore the underpinnings of several medical conditions, therapeutic and environmental influences. The emergence of PET/MR hybrid systems and the heterogeneity of SERT binding call for the development of efficient methods making the investigation of larger or vulnerable populations with limited scanner time and simultaneous changes in molecular and functional measures possible. We propose [11C]DASB bolus plus constant infusion for these applications and validate it against standard analyses of dynamic PET data. METHODS: [11C]DASB bolus/infusion optimization was performed on data acquired after [11C]DASB bolus in 8 healthy subjects. Subsequently, 16 subjects underwent one scan using [11C]DASB bolus plus constant infusion with Kbol 160-179min and one scan after [11C]DASB bolus for inter-method reliability analysis. Arterial blood sampling and metabolite analysis were performed for all scans. Distribution volumes (VT) were obtained using Logan plots for bolus scans and ratios between tissue and plasma parent activity for bolus plus infusion scans for different time spans of the scan (VT-70 for 60-70min after start of tracer infusion, VT-90 for 75-90min, VT-120 for 100-120min) in 9 subjects. Omitting blood data, binding potentials (BPND) obtained using multilinear reference tissue modeling (MRTM2) and cerebellar gray matter as reference region were compared in 11 subjects. RESULTS: A Kbol of 160min was observed to be optimal for rapid equilibration in thalamus and striatum. VT-70 showed good intraclass correlation coefficients (ICCs) of 0.61-0.70 for thalamus, striatal regions and olfactory cortex with bias ≤5.1% compared to bolus scans. ICCs increased to 0.72-0.78 for VT-90 and 0.77-0.93 for VT-120 in these regions. BPND-90 had negligible bias ≤2.5%, low variability ≤7.9% and ICCs of 0.74-0.87; BPND-120 had ICCs of 0.73-0.90. Low-binding cortical regions and cerebellar gray matter showed a positive bias of ~8% and ICCs 0.57-0.68 at VT-90. Cortical BPND suffered from high variability and bias, best results were obtained for olfactory cortex and anterior cingulate cortex with ICC=0.74-0.75 for BPND-90. High-density regions amygdala and midbrain had a negative bias of -5.5% and -22.5% at VT-90 with ICC 0.70 and 0.63, respectively. CONCLUSIONS: We have optimized the equilibrium method with [11C]DASB bolus plus constant infusion and demonstrated good inter-method reliability with accepted standard methods and for SERT quantification using both VT and BPND in a range of different brain regions. With as little as 10-15min of scanning valid estimates of SERT VT and BPND in thalamus, amygdala, striatal and high-binding cortical regions could be obtained. Blood sampling seems vital for valid quantification of SERT in low-binding cortical regions. These methods allow the investigation of up to three subjects with a single radiosynthesis.


Benzylamines/administration & dosage , Brain/diagnostic imaging , Carbon Radioisotopes/administration & dosage , Positron-Emission Tomography/methods , Radiopharmaceuticals/administration & dosage , Serotonin Plasma Membrane Transport Proteins/analysis , Adult , Benzylamines/pharmacokinetics , Carbon Radioisotopes/pharmacokinetics , Double-Blind Method , Female , Humans , Infusions, Intravenous , Injections, Intravenous , Male , Radiopharmaceuticals/pharmacokinetics , Tissue Distribution
13.
PLoS One ; 11(2): e0148943, 2016.
Article En | MEDLINE | ID: mdl-26859850

This first-in-dog study evaluates the use of the PET-radioligand [11C]DASB to image the density and availability of the serotonin transporter (SERT) in the canine brain. Imaging the serotonergic system could improve diagnosis and therapy of multiple canine behavioural disorders. Furthermore, as many similarities are reported between several human neuropsychiatric conditions and naturally occurring canine behavioural disorders, making this tracer available for use in dogs also provide researchers an interesting non-primate animal model to investigate human disorders. Five adult beagles underwent a 90 minutes dynamic PET scan and arterial whole blood was sampled throughout the scan. For each ROI, the distribution volume (VT), obtained via the one- and two- tissue compartment model (1-TC, 2-TC) and the Logan Plot, was calculated and the goodness-of-fit was evaluated by the Akaike Information Criterion (AIC). For the preferred compartmental model BPND values were estimated and compared with those derived by four reference tissue models: 4-parameter RTM, SRTM2, MRTM2 and the Logan reference tissue model. The 2-TC model indicated in 61% of the ROIs a better fit compared to the 1-TC model. The Logan plot produced almost identical VT values and can be used as an alternative. Compared with the 2-TC model, all investigated reference tissue models showed high correlations but small underestimations of the BPND-parameter. The highest correlation was achieved with the Logan reference tissue model (Y = 0.9266 x + 0.0257; R2 = 0.9722). Therefore, this model can be put forward as a non-invasive standard model for future PET-experiments with [11C]DASB in dogs.


Benzylamines/analysis , Brain Chemistry , Positron-Emission Tomography/veterinary , Animals , Benzylamines/blood , Dogs , Female , Ligands , Male , Neuroimaging/veterinary , Radioligand Assay/veterinary , Reference Values , Serotonin Plasma Membrane Transport Proteins/analysis , Serotonin Plasma Membrane Transport Proteins/blood , Tissue Distribution
14.
Psychol Med ; 45(10): 2023-30, 2015 Jul.
Article En | MEDLINE | ID: mdl-25628053

BACKGROUND: Maternal prenatal depression predicts post-partum depression and increases risk of prematurity and low birth weight. These effects may be mediated by altered placental function. We hypothesized that placental function would be influenced by the gestational week of experiencing depressive symptoms and aimed to examine associations between maternal depressive symptoms during pregnancy and placental expression of genes involved in glucocorticoid and serotonin transfer between mother and fetus. METHOD: We studied women participating in a prospective pregnancy cohort: the Prediction and Prevention of Preeclampsia (PREDO) Study, Helsinki, Finland. Maternal depressive symptoms were assessed at 2-week intervals throughout pregnancy in 56 healthy women with singleton, term pregnancies. Messenger ribonucleic acid (mRNA) levels of glucocorticoid (GR) and mineralocorticoid (MR) receptors and serotonin transporter (SLC6A4), 11ß-hydroxysteroid dehydrogenase type 1 (HSD1) and 2 (HSD2) were quantified in placental biopsies. RESULTS: In adjusted analyses women who reported higher depressive symptoms across the whole pregnancy had higher mRNA levels of GR [effect size 0.31 s.d. units, 95% confidence interval (CI) 0.01-0.60, p = 0.042] and MR (effect size 0.34 s.d. units, 95% CI 0.01-0.68, p = 0.047). These effects were significant for symptoms experienced in the third trimester of pregnancy for GR; findings for MR were also significant for symptoms experienced in the second trimester. GR and MR mRNA levels increased linearly by having the trimester-specific depressive symptoms scores 0, 1 or 2-3 times above the clinical cut-off for depression (p = 0.003, p = 0.049, respectively, and p = 0.004, p = 0.15 in adjusted analyses). CONCLUSIONS: Our findings offer potential gestational-age-specific mechanisms linking maternal depressive symptoms during pregnancy via placental biology. Future studies will test whether these also link with adverse offspring outcomes.


Depression/physiopathology , Glucocorticoids/metabolism , Pregnancy Complications/physiopathology , RNA, Messenger/metabolism , 11-beta-Hydroxysteroid Dehydrogenases/analysis , Adult , Female , Finland , Glucocorticoids/genetics , Humans , Linear Models , Placenta/chemistry , Pregnancy , Pregnancy Trimesters , Psychiatric Status Rating Scales , RNA, Messenger/analysis , RNA, Messenger/genetics , Receptors, Mineralocorticoid/analysis , Reverse Transcriptase Polymerase Chain Reaction , Serotonin Plasma Membrane Transport Proteins/analysis , Serotonin Plasma Membrane Transport Proteins/genetics , Young Adult
15.
Am J Phys Anthropol ; 155(2): 192-9, 2014 Oct.
Article En | MEDLINE | ID: mdl-25100197

Early life stress has been linked with poorer lifelong health outcomes across species, including modern and ancient humans. Epigenetic mechanisms, such as DNA methylation patterning of stress pathway genes in stress-responsive tissue, may play an important role in the long-term health effects of early stress across species. The relationships among early maternal care quality, DNA methylation patterns in a candidate stress pathway gene (serotonin transporter, 5-HTT) linked region in blood DNA, and adult health outcomes were examined in male and female rhesus macaques, excellent models of human health. Male (n = 12) and female (n = 32) infants were observed with their mothers for the first 12 weeks of life and 5-HTT linked DNA methylation was measured in blood at 12 weeks of age. Approximately 8 years later, health-related measures were collected for the 25 animals (6 male and 19 female) that were available for study. Health composite scores were generated using factor analysis of body condition, body weight, and diagnosis of diarrhea during the lifespan. Better quality maternal care predicted lower 5-HTT linked methylation at 12 weeks of age. Lower 5-HTT methylation, in turn, predicted better health composite scores in adulthood, including better body condition, greater body weight and absence of lifetime diarrhea. These data suggest that the epigenetic regulation of 5-HTT may be one biomarker of the link between early stress and lifetime health trajectories. Future studies will examine whether epigenetic signatures in modern and ancient human DNA lends insight into stress and health and natural selection in human evolutionary history.


Body Weight/physiology , Epigenesis, Genetic/genetics , Maternal Behavior/physiology , Stress, Physiological/genetics , Stress, Physiological/physiology , Animals , DNA Methylation/genetics , Female , Macaca mulatta , Male , Regression Analysis , Serotonin Plasma Membrane Transport Proteins/analysis , Serotonin Plasma Membrane Transport Proteins/genetics , Serotonin Plasma Membrane Transport Proteins/metabolism
16.
J Cereb Blood Flow Metab ; 34(7): 1096-103, 2014 Jul.
Article En | MEDLINE | ID: mdl-24802331

The success of serotonin-selective reuptake inhibitors has lent support to the monoamine theory of major depressive disorder (MDD). This issue has been addressed in a number of molecular imaging studies by positron emission tomography or single-photon emission computed tomography of serotonin reuptake sites (5-HTT) in the brain of patients with MDD, with strikingly disparate conclusions. Our meta-analysis of the 18 such studies, totaling 364 MDD patients free from significant comorbidities or medication and 372 control subjects, revealed reductions in midbrain 5-HTT (Hedges' g=-0.49; 95% CI: (-0.84, -0.14)) and amygdala (Hedges' g=-0.50; 95% CI: (-0.78, -0.22)), which no individual study possessed sufficient power to detect. Only small effect sizes were found in other regions with high binding (thalamus: g=-0.24, striatum: g=-0.32, and brainstem g=-0.22), and no difference in the frontal or cingulate cortex. Age emerged as an important moderator of 5-HTT availability in MDD, with more severe reductions in striatal 5-HTT evident with greater age of the study populations (P<0.01). There was a strong relationship between severity of depression and 5-HTT reductions in the amygdala (P=0.01). Thus, molecular imaging findings indeed reveal widespread reductions of ∼10% in 5-HTT availability in MDD, which may predict altered spatial-temporal dynamics of serotonergic neurotransmission.


Depressive Disorder, Major/diagnostic imaging , Serotonin Plasma Membrane Transport Proteins/metabolism , Brain/diagnostic imaging , Brain/metabolism , Depressive Disorder, Major/metabolism , Humans , Positron-Emission Tomography , Serotonin/metabolism , Serotonin Plasma Membrane Transport Proteins/analysis , Tomography, Emission-Computed, Single-Photon
17.
Life Sci ; 94(2): 151-7, 2014 Jan 17.
Article En | MEDLINE | ID: mdl-24184295

AIMS: Depression is a chronic, recurring and potentially life-threatening illness. Current treatments for depression are characterized by a low success rate and associated with a wide variety of side effects. The aim of the present study was to evaluate the behavioral and biological anti-depressant effects of a novel herbal treatment (NHT), as well as to assess its potential side effects, in comparison to treatment with the selective serotonin reuptake inhibitor escitalopram. MAIN METHODS: Depressive-like behavior was evaluated using the forced swim test (FST) and the tail suspension test (TST). Sexual behavior was evaluated following treatment by measuring latency before first mount and number of total mounts. Brain derived neurotrophic factor (BDNF) levels were evaluated using enzyme-linked immunosorbent assay. Serotonin transporter (SERT) levels in the pre-frontal cortex (PFC) and hypothalamus were evaluated using high affinity binding assay. KEY FINDINGS: (1) The NHT reduced depressive-like behavior in the FST and TST; (2) BDNF levels in the PFC of mice treated both with the NHT and escitalopram were increased; (3) SERT levels in the hypothalamus were significantly higher in the NHT group, in comparison to escitalopram and the control groups, and significantly lower in the PFC of the NHT group in comparison to the escitalopram group; and (4) the NHT led to less sexual dysfunction, compared to treatment with escitalopram. SIGNIFICANCE: Our NHT has the potential of being highly efficacious in treating depression in humans, while causing minimal to no influence on sexual function.


Brain Chemistry/drug effects , Brain-Derived Neurotrophic Factor/analysis , Depression/drug therapy , Phytotherapy/methods , Stress, Psychological/drug therapy , Animals , Citalopram/therapeutic use , Crataegus , Depression/metabolism , Disease Models, Animal , Female , Hypothalamus/chemistry , Lilium , Male , Mice , Mice, Inbred ICR , Plant Preparations/therapeutic use , Prefrontal Cortex/chemistry , Serotonin Plasma Membrane Transport Proteins/analysis , Selective Serotonin Reuptake Inhibitors/therapeutic use , Sexual Behavior, Animal/drug effects , Sexual Behavior, Animal/physiology , Stress, Psychological/psychology , Triticum
18.
BMC Neurosci ; 14: 128, 2013 Oct 18.
Article En | MEDLINE | ID: mdl-24138674

BACKGROUND: Serotonin (5-HT) is a well-known modulator of eating behavior. However, the molecular mechanisms linking its action to body weight balance have been only partially elucidated. Since platelets are a suitable peripheral model to study 5-HT transport, metabolism and release, we herein evaluated the expression of the platelet 5-HT re-uptake system (SERT) by [3H]-paroxetine binding assay. A cohort of 114 unrelated individuals (34 males, 80 females; age, mean ± SD: 38.57 ± 12.47 years) without major psychiatric disorders, was recruited following a naturalistic design regarding age or gender and classified accordingly to their body mass index (BMI). Subjects were divided into 5 groups: normal-weight (NW), overweight (OW) and grade I-III obese (OB) individuals. For gender analyses, data were transformed into [3H]-paroxetine density (Bmax)/BMI ratios to overcome both the disparity of women vs. men number and anthropometric differences between sexes. RESULTS: [3H]-paroxetine Bmax (SERT density, fmol/mg proteins) was reduced in platelet membranes of grade II (p < 0.01) and III (p < 0.001) obese subjects vs. controls and in overweight subjects (p < 0.05) vs. grade III obese individuals. Considering all patients together, a strong negative correlation between Bmax and BMI (r = -0.449; P < 0.0001) was demonstrated. Conversely, [3H]-paroxetine KD (dissociation constant, nM) did not differ among groups. No gender-related variation concerning Bmax/BMI ratios was observed in this cohort of subjects. CONCLUSIONS: The down-regulation of SERT in platelet membranes of severe human obesity (BMI > 35 Kg/m2) confirms the involvement of 5-HT system in body weight gain. Moreover, this findings may help to elucidate those monoamine-endocrine networks acting on fat storage, adipocyte signaling and energy balance. Targeting 5-HT/5-HT-related markers will possibly uncover the existence of human obesity subtypes.


Blood Platelets/metabolism , Obesity/metabolism , Serotonin Plasma Membrane Transport Proteins/biosynthesis , Adult , Blood Platelets/chemistry , Down-Regulation , Female , Humans , Male , Serotonin Plasma Membrane Transport Proteins/analysis
19.
Neuroimmunomodulation ; 20(6): 361-7, 2013.
Article En | MEDLINE | ID: mdl-24022686

OBJECTIVES: Glucocorticoids and stress cause transcriptional and functional changes on the serotonin transporter (SERT) in the central nervous system. Stress can produce specific modifications of SERT in lymphocytes, which could be associated with alterations in immune response. The aim of this study was to evaluate the effect of a physical restraint stress protocol on (1) rat lymphocyte proliferation in the presence of the selective serotonin reuptake inhibitor fluoxetine and (2) SERT kinetic parameters, i.e. binding capacity (Bmax), affinity (Kd) and Hill coefficient (nH). METHODS: Male adult Sprague-Dawley rats were placed in Plexiglass boxes (5 h daily for 5 days), and blood was obtained by cardiac puncture on day 6. Serum corticosterone was quantitated by an immunoenzymatic assay. Lymphocytes were isolated by density gradients and adhesion to plastic, of which there was sufficient material for further experiments, then cultured with or without the mitogen concanavalin A (Con A, 2 µg/ml) and fluoxetine (1-50 µM). Cell proliferation was measured with tetrazolium salts, and [(3)H]paroxetine was used as a SERT-specific ligand for binding assays. RESULTS: Restraint produced a significant increase in serum corticosterone of stressed rats. The proliferative response to Con A was similar in the controls and stressed animals. Fluoxetine reduced cell proliferation with and without Con A. Restraint diminished the inhibitory effect of fluoxetine on proliferation. Restraint also increased Bmax and Kd, but decreased nH. Treatment of rats with actinomycin D, a transcription inhibitor, reduced Bmax in stressed animals. CONCLUSIONS: Restraint stress modulated the effect of fluoxetine on cell proliferation, probably through the modification of the presence and the function of SERT.


Serotonin Plasma Membrane Transport Proteins/biosynthesis , Stress, Psychological/immunology , T-Lymphocytes/metabolism , Animals , Cell Proliferation , Male , Rats , Rats, Sprague-Dawley , Restraint, Physical , Serotonin Plasma Membrane Transport Proteins/analysis , Stress, Psychological/metabolism
20.
J Cereb Blood Flow Metab ; 33(12): 1886-96, 2013 Dec.
Article En | MEDLINE | ID: mdl-23921898

[(11)C]AFM, or [(11)C]2-[2-(dimethylaminomethyl)phenylthio]-5-fluoromethylphenylamine, is a new positron emission tomography (PET) radioligand with high affinity and selectivity for the serotonin transporter (SERT). The purpose of this study was to determine the most appropriate kinetic model to quantify [(11)C]AFM binding in the healthy human brain. Positron emission tomography data and arterial input functions were acquired from 10 subjects. Compartmental modeling and the multilinear analysis-1(MA1) method were tested using the arterial input functions. The one-tissue model showed a lack of fit in low-binding regions, and the two-tissue model failed to estimate parameters reliably. Regional time-activity curves were well described by MA1. The rank order of [(11)C]AFM binding potential (BPND) matched well with the known regional SERT densities. For routine use of [(11)C]AFM, several noninvasive methods for quantification of regional binding were evaluated, including simplified reference tissue models (SRTM and SRTM2), and multilinear reference tissue models (MRTM and MRTM2). The best methods for region of interest (ROI) analysis were MA1, MRTM2, and SRTM2, with fixed population kinetic values ( or b') for the reference methods. The MA1 and MRTM2 methods were best for parametric imaging. These results showed that [(11)C]AFM is a suitable PET radioligand to image and quantify SERT in humans.


Aniline Compounds/pharmacokinetics , Brain/diagnostic imaging , Positron-Emission Tomography , Radiopharmaceuticals/pharmacokinetics , Serotonin Plasma Membrane Transport Proteins/metabolism , Adult , Aniline Compounds/metabolism , Brain/metabolism , Carbon Radioisotopes/metabolism , Carbon Radioisotopes/pharmacokinetics , Female , Humans , Kinetics , Male , Middle Aged , Models, Biological , Positron-Emission Tomography/methods , Radiopharmaceuticals/metabolism , Serotonin Plasma Membrane Transport Proteins/analysis , Young Adult
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