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1.
Mol Psychiatry ; 26(3): 1009-1018, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-31383926

RESUMO

Attention deficit hyperactivity disorder (ADHD) is a common neurodevelopmental disorder with a robust genetic influence. The norepinephrine transporter (NET) is of particular interest as it is one of the main targets in treatment of the disorder. As ADHD is a complex and polygenetic condition, the possible regulation by epigenetic processes has received increased attention. We sought to determine possible differences in NET promoter DNA methylation between patients with ADHD and healthy controls. DNA methylation levels in the promoter region of the NET were determined in 23 adult patients with ADHD and 23 healthy controls. A subgroup of 18 patients with ADHD and 18 healthy controls underwent positron emission tomography (PET) with the radioligand (S,S)-[18F]FMeNER-D2 to quantify the NET in several brain areas in vivo. Analyses revealed significant differences in NET methylation levels at several cytosine-phosphate-guanine (CpG) sites between groups. A defined segment of the NET promoter ("region 1") was hypermethylated in patients in comparison with controls. In ADHD patients, a negative correlation between methylation of a CpG site in this region and NET distribution in the thalamus, locus coeruleus, and the raphe nuclei was detected. Furthermore, methylation of several sites in region 1 was negatively associated with the severity of hyperactivity-impulsivity symptoms. Our results point to an epigenetic dysregulation in ADHD, possibly due to a compensatory mechanisms or additional factors involved in transcriptional processing.


Assuntos
Transtorno do Deficit de Atenção com Hiperatividade , Proteínas da Membrana Plasmática de Transporte de Norepinefrina , Adulto , Transtorno do Deficit de Atenção com Hiperatividade/genética , Encéfalo/diagnóstico por imagem , Encéfalo/metabolismo , Humanos , Comportamento Impulsivo , Proteínas da Membrana Plasmática de Transporte de Norepinefrina/genética , Proteínas da Membrana Plasmática de Transporte de Norepinefrina/metabolismo , Tomografia por Emissão de Pósitrons
2.
Eur J Nucl Med Mol Imaging ; 48(6): 1795-1805, 2021 06.
Artigo em Inglês | MEDLINE | ID: mdl-33341915

RESUMO

PURPOSE: Risk classification of primary prostate cancer in clinical routine is mainly based on prostate-specific antigen (PSA) levels, Gleason scores from biopsy samples, and tumor-nodes-metastasis (TNM) staging. This study aimed to investigate the diagnostic performance of positron emission tomography/magnetic resonance imaging (PET/MRI) in vivo models for predicting low-vs-high lesion risk (LH) as well as biochemical recurrence (BCR) and overall patient risk (OPR) with machine learning. METHODS: Fifty-two patients who underwent multi-parametric dual-tracer [18F]FMC and [68Ga]Ga-PSMA-11 PET/MRI as well as radical prostatectomy between 2014 and 2015 were included as part of a single-center pilot to a randomized prospective trial (NCT02659527). Radiomics in combination with ensemble machine learning was applied including the [68Ga]Ga-PSMA-11 PET, the apparent diffusion coefficient, and the transverse relaxation time-weighted MRI scans of each patient to establish a low-vs-high risk lesion prediction model (MLH). Furthermore, MBCR and MOPR predictive model schemes were built by combining MLH, PSA, and clinical stage values of patients. Performance evaluation of the established models was performed with 1000-fold Monte Carlo (MC) cross-validation. Results were additionally compared to conventional [68Ga]Ga-PSMA-11 standardized uptake value (SUV) analyses. RESULTS: The area under the receiver operator characteristic curve (AUC) of the MLH model (0.86) was higher than the AUC of the [68Ga]Ga-PSMA-11 SUVmax analysis (0.80). MC cross-validation revealed 89% and 91% accuracies with 0.90 and 0.94 AUCs for the MBCR and MOPR models respectively, while standard routine analysis based on PSA, biopsy Gleason score, and TNM staging resulted in 69% and 70% accuracies to predict BCR and OPR respectively. CONCLUSION: Our results demonstrate the potential to enhance risk classification in primary prostate cancer patients built on PET/MRI radiomics and machine learning without biopsy sampling.


Assuntos
Radioisótopos de Gálio , Neoplasias da Próstata , Ácido Edético , Humanos , Imageamento por Ressonância Magnética , Masculino , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada , Tomografia por Emissão de Pósitrons , Estudos Prospectivos , Neoplasias da Próstata/diagnóstico por imagem , Aprendizado de Máquina Supervisionado
3.
Eur J Nucl Med Mol Imaging ; 45(2): 235-242, 2018 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-29075832

RESUMO

OBJECTIVE: To evaluate the diagnostic performance of [68Ga]Ga-PSMAHBED-CC conjugate 11 positron emission tomography (PSMA-PET) in the early detection of metastases in patients with biochemical recurrence (BCR) after radical prostatectomy (RP) for clinically non-metastatic prostate cancer, to compare it to CT/MRI alone and to assess its impact on further therapeutic decisions. MATERIAL AND METHODS: We retrospectively assessed 117 consecutive hormone-naïve BCR patients who had 68Ga-PSMA 11 PET/CT (n = 46) or PET/MRI (n = 71) between May 2014 and January 2017. BCR was defined as two PSA rises above 0.2 ng/ml. Two dedicated uro-oncological imaging experts (radiology/nuclear medicine) reviewed separately all images. All results were presented in a blinded sequential fashion to a multidisciplinary tumorboard in order to assess the influence of PSMA-PET imaging on decision-making. RESULTS: The median time from RP to BCR was 36 months (IQR 16-72). Overall, 69 (59%) patients received postoperative radiotherapy. Median PSA level at the time of imaging was 1.04 ng/ml (IQR 0.58-1.87). PSMA-positive lesions were detected in 100 (85.5%) patients. Detection rates were 65% for a PSA value of 0.2 to <0.5 ng/ml, 85.7% for 0.5 to <1, 85.7% for 1 to <2 and 100% for ≥2. PSMA-positive lesions could be confirmed by either histology (16%), PSA decrease in metastasis-directed radiotherapy (45%) or additional information in diffusion-weighted imaging when PET/MRI was performed (18%) in 79% of patients. PSMA-PET detected lesions in 67 patients (57.3%) who had no suspicious correlates according to the RECIST 1.1 criteria on MRI or CT. PSMA-PET changed therapeutic decisions in 74.6% of these 67 patients (p < 0.001), with 86% of them being considered for metastases-directed therapies. CONCLUSIONS: We confirm the high performance of PSMA-PET imaging for the detection of disease recurrence sites in patients with BCR after RP, even at relatively low PSA levels. Moreover, it adds significant information to standard CT/MRI, changing treatment strategies in a significant number of patients.


Assuntos
Tomada de Decisões , Ácido Edético/análogos & derivados , Oligopeptídeos/metabolismo , Tomografia por Emissão de Pósitrons , Prostatectomia , Neoplasias da Próstata/diagnóstico por imagem , Neoplasias da Próstata/metabolismo , Idoso , Ácido Edético/metabolismo , Isótopos de Gálio , Radioisótopos de Gálio , Humanos , Ligantes , Masculino , Neoplasias da Próstata/patologia , Neoplasias da Próstata/terapia , Recidiva , Estudos Retrospectivos
4.
Cereb Cortex ; 27(1): 117-130, 2017 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-27909009

RESUMO

Regional differences in posttranscriptional mechanisms may influence in vivo protein densities. The association of positron emission tomography (PET) imaging data from 112 healthy controls and gene expression values from the Allen Human Brain Atlas, based on post-mortem brains, was investigated for key serotonergic proteins. PET binding values and gene expression intensities were correlated for the main inhibitory (5-HT1A) and excitatory (5-HT2A) serotonin receptor, the serotonin transporter (SERT) as well as monoamine oxidase-A (MAO-A), using Spearman's correlation coefficients (rs) in a voxel-wise and region-wise analysis. Correlations indicated a strong linear relationship between gene and protein expression for both the 5-HT1A (voxel-wise rs = 0.71; region-wise rs = 0.93) and the 5-HT2A receptor (rs = 0.66; 0.75), but only a weak association for MAO-A (rs = 0.26; 0.66) and no clear correlation for SERT (rs = 0.17; 0.29). Additionally, region-wise correlations were performed using mRNA expression from the HBT, yielding comparable results (5-HT1Ars = 0.82; 5-HT2Ars = 0.88; MAO-A rs = 0.50; SERT rs = -0.01). The SERT and MAO-A appear to be regulated in a region-specific manner across the whole brain. In contrast, the serotonin-1A and -2A receptors are presumably targeted by common posttranscriptional processes similar in all brain areas suggesting the applicability of mRNA expression as surrogate parameter for density of these proteins.


Assuntos
Química Encefálica , Monoaminoxidase/química , Proteínas do Tecido Nervoso/química , Tomografia por Emissão de Pósitrons/métodos , Receptores de Serotonina/química , Neurônios Serotoninérgicos/química , Proteínas da Membrana Plasmática de Transporte de Serotonina/química , Adulto , Autopsia , Encéfalo/patologia , Feminino , Perfilação da Expressão Gênica/métodos , Humanos , Masculino , Neurônios Serotoninérgicos/patologia , Distribuição Tecidual
5.
Neuroimage ; 149: 23-32, 2017 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-28119137

RESUMO

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.


Assuntos
Benzilaminas/administração & dosagem , Encéfalo/diagnóstico por imagem , Radioisótopos de Carbono/administração & dosagem , Tomografia por Emissão de Pósitrons/métodos , Compostos Radiofarmacêuticos/administração & dosagem , Proteínas da Membrana Plasmática de Transporte de Serotonina/análise , Adulto , Benzilaminas/farmacocinética , Radioisótopos de Carbono/farmacocinética , Método Duplo-Cego , Feminino , Humanos , Infusões Intravenosas , Injeções Intravenosas , Masculino , Compostos Radiofarmacêuticos/farmacocinética , Distribuição Tecidual
6.
Eur J Nucl Med Mol Imaging ; 42(6): 928-39, 2015 May.
Artigo em Inglês | MEDLINE | ID: mdl-25739834

RESUMO

PURPOSE: Since the adenosine A3 receptor (A3R) is considered to be of high clinical importance in the diagnosis and treatment of ischaemic conditions (heart and brain), glaucoma, asthma, arthritis, cancer and inflammation, a suitable and selective A3R PET tracer such as [(18)F]FE@SUPPY would be of high clinical value for clinicians as well as patients. A3R was discovered in the late 1990s, but there is still little known regarding its distribution in the CNS and periphery. Hence, in autoradiographic experiments the distribution of A3R in human brain and rat tissues was investigated and the specific binding of the A3R antagonist FE@SUPPY and MRS1523 compared. Immunohistochemical staining (IHC) experiments were also performed to validate the autoradiographic findings. METHODS: For autoradiographic competition experiments human post-mortem brain and rat tissues were incubated with [(125)I]AB-MECA and highly selective compounds to block the other adenosine receptor subtypes. Additionally, IHC was performed with an A3 antibody. RESULTS: Specific A3R binding of MRS1523 and FE@SUPPY was found in all rat peripheral tissues examined with the highest amounts in the spleen (44.0% and 46.4%), lung (44.5% and 45.0%), heart (39.9% and 42.9%) and testes (27.4% and 29.5%, respectively). Low amounts of A3R were found in rat brain tissues (5.9% and 5.6%, respectively) and human brain tissues (thalamus 8.0% and 9.1%, putamen 7.8% and 8.2%, cerebellum 6.0% and 7.8%, hippocampus 5.7% and 5.6%, caudate nucleus 4.9% and 6.4%, cortex 4.9% and 6.3%, respectively). The outcome of the A3 antibody staining experiments complemented the results of the autoradiographic experiments. CONCLUSION: The presence of A3R protein was verified in central and peripheral tissues by autoradiography and IHC. The specificity and selectivity of FE@SUPPY was confirmed by direct comparison with MRS1523, providing further evidence that [(18)F]FE@SUPPY may be a suitable A3 PET tracer for use in humans.


Assuntos
Antagonistas do Receptor A3 de Adenosina/farmacocinética , Ácidos Nicotínicos/farmacocinética , Piridinas/farmacocinética , Receptor A3 de Adenosina/metabolismo , Antagonistas do Receptor A3 de Adenosina/farmacologia , Animais , Encéfalo/diagnóstico por imagem , Encéfalo/metabolismo , Humanos , Ácidos Nicotínicos/farmacologia , Ligação Proteica , Piridinas/farmacologia , Radiografia , Ratos , Distribuição Tecidual
7.
Mol Psychiatry ; 18(1): 93-100, 2013 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-22751491

RESUMO

Electroconvulsive therapy (ECT) is a potent therapy in severe treatment-refractory depression. Although commonly applied in psychiatric clinical routine since decades, the exact neurobiological mechanism regarding its efficacy remains unclear. Results from preclinical and clinical studies emphasize a crucial involvement of the serotonin-1A receptor (5-HT(1A)) in the mode of action of antidepressant treatment. This includes associations between treatment response and changes in 5-HT(1A) function and density by antidepressants. Further, alterations of the 5-HT(1A) receptor are consistently reported in depression. To elucidate the effect of ECT on 5-HT(1A) receptor binding, 12 subjects with severe treatment-resistant major depression underwent three positron emission tomography (PET) measurements using the highly selective radioligand [carbonyl-(11)C]WAY100635, twice before (test-retest variability) and once after 10.08±2.35 ECT sessions. Ten patients (~83%) were responders to ECT. The voxel-wise comparison of the 5-HT(1A) receptor binding (BP(ND)) before and after ECT revealed a widespread reduction in cortical and subcortical regions (P<0.05 corrected), except for the occipital cortex and the cerebellum. Strongest reductions were found in regions consistently reported to be altered in major depression and involved in emotion regulation, such as the subgenual part of the anterior cingulate cortex (-27.5%), the orbitofrontal cortex (-30.1%), the amygdala (-31.8%), the hippocampus (-30.6%) and the insula (-28.9%). No significant change was found in the raphe nuclei. There was no significant difference in receptor binding in any region comparing the first two PET scans conducted before ECT. This PET study proposes a global involvement of the postsynaptic 5-HT(1A) receptor binding in the effect of ECT.


Assuntos
Transtorno Depressivo Maior/diagnóstico por imagem , Transtorno Depressivo Maior/terapia , Eletroconvulsoterapia/métodos , Receptor 5-HT1A de Serotonina/metabolismo , Adulto , Antidepressivos/uso terapêutico , Antipsicóticos/uso terapêutico , Mapeamento Encefálico , Isótopos de Carbono/farmacocinética , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Piperazinas/farmacocinética , Tomografia por Emissão de Pósitrons/métodos , Ligação Proteica/efeitos dos fármacos , Ligação Proteica/fisiologia , Piridinas/farmacocinética , Antagonistas da Serotonina/farmacocinética , Adulto Jovem
8.
Neuroimage Clin ; 32: 102813, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34544031

RESUMO

An elemental function of brain dopamine is to coordinate cognitive and motor resources for successful exploitation of environmental energy sources. Dopamine transmission, goal-directed behavior, and glucose homeostasis are altered in schizophrenia patients prior to and after initiation of pharmacological treatment. Thus, we investigated the relationship between blood glucose levels and brain dopamine signaling in drug-naïve patients with first-episode psychosis. We quantified blood glucose levels and binding of the dopamine D2/3 receptor agonist radioligand (+)-[11C]-PHNO in 15 medication-naïve patients and 27 healthy volunteers employing positron emission tomography. Whole-brain voxel-wise linear model analysis identified two clusters of significant interaction between blood glucose levels and diagnosis on (+)-[11C]-PHNO binding-potential values. We observed positive relationships between blood glucose levels and binding-potential values in healthy volunteers but negative ones in patients with first episode psychosis in a cluster surviving rigorous multiple testing correction located in the in the right ventral tegmental area. Another cluster of homologous behavior, however at a lower level of statistical significance, comprised the ventral striatum and pallidum. Extracellular dopamine levels are a major determinant of (+)-[11C]-PHNO binding in the brain. In line with the concept that increased dopamine signaling occurs when goal-directed behavior is needed for restoring energy supply, our data indicate that in healthy volunteers, extracellular dopamine levels are high when blood glucose levels are low and vice-versa. This relationship is reversed in patients with first-episode psychosis, possibly reflecting an underlying pathogenic alteration that links two seemingly unrelated aspects of the illness: altered dopamine signaling and dysfunctional glucose homeostasis.


Assuntos
Dopamina , Esquizofrenia , Glicemia , Encéfalo/diagnóstico por imagem , Encéfalo/metabolismo , Radioisótopos de Carbono , Agonistas de Dopamina , Humanos , Tomografia por Emissão de Pósitrons , Receptores de Dopamina D3/metabolismo , Esquizofrenia/diagnóstico por imagem , Tomografia Computadorizada por Raios X
9.
Mol Psychiatry ; 14(11): 1040-50, 2009 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-18362913

RESUMO

There is an increasing interest in the underlying mechanisms of the antidepressant and anxiolytic treatment effect associated with changes in serotonergic neurotransmission after treatment with selective serotonin (5-HT) reuptake inhibitors (SSRIs) in humans. The 5-HT(1A) receptor is known to play a crucial role in the pathophysiology of affective disorders, and altered 5-HT(1A) receptor binding has been found in anxiety patients. SSRI treatment raises the 5-HT level in the synaptic cleft and might change postsynaptic receptor densities. Therefore, our study in patients suffering from anxiety disorders investigated the effects of long-term treatment with escitalopram on the 5-HT(1A) receptor. A longitudinal positrone emission tomography (PET) study in 12 patients suffering from anxiety disorders was conducted. Two dynamic PET scans were performed applying the selective 5-HT(1A) receptor antagonist [carbonyl-(11)C]WAY-100635. Eight regions of interest were defined a priori (orbitofrontal cortex, amygdala, hippocampus, subgenual cortex, anterior and posterior cingulate cortex, dorsal raphe nucleus and cerebellum as reference). After the baseline PET scan, patients were administered escitalopram (average dose of 11.2+/-6.0 mg day(-1)) for a minimum of 12 weeks. A second PET scan was conducted after 109+/-27 days. 5-HT(1A) receptor binding potentials in 12 patients were assessed by PET applying the Simplified Reference Tissue Model.There was a significant reduction in the 5-HT(1A) receptor binding potential after a minimum of 12 weeks of escitalopram treatment in the hippocampus (P=0.006), subgenual cortex (P=0.017) and posterior cingulate cortex (P=0.034). The significance of the hippocampus region survived the Bonferroni-adjusted threshold for multiple comparisons. These PET data in humans in vivo demonstrate a reduction of the 5-HT(1A) binding potential after SSRI treatment.


Assuntos
Antidepressivos de Segunda Geração/farmacologia , Antidepressivos de Segunda Geração/uso terapêutico , Ansiedade , Citalopram/farmacologia , Citalopram/uso terapêutico , Sistema Límbico/efeitos dos fármacos , Receptor 5-HT1A de Serotonina/metabolismo , Adulto , Ansiedade/tratamento farmacológico , Ansiedade/metabolismo , Ansiedade/patologia , Mapeamento Encefálico , Isótopos de Carbono/metabolismo , Estudos de Casos e Controles , Ensaios Clínicos como Assunto , Feminino , Seguimentos , Humanos , Sistema Límbico/diagnóstico por imagem , Sistema Límbico/metabolismo , Imageamento por Ressonância Magnética/métodos , Masculino , Pessoa de Meia-Idade , Piperazinas/metabolismo , Piperazinas/farmacologia , Tomografia por Emissão de Pósitrons/métodos , Ligação Proteica/efeitos dos fármacos , Piridinas/metabolismo , Piridinas/farmacologia , Antagonistas da Serotonina/metabolismo , Antagonistas da Serotonina/farmacologia , Fatores de Tempo , Adulto Jovem
10.
Transl Psychiatry ; 10(1): 104, 2020 04 07.
Artigo em Inglês | MEDLINE | ID: mdl-32265436

RESUMO

Serotonin neurotransmission may impact the etiology and pathology of attention-deficit and hyperactivity disorder (ADHD), partly mediated through single nucleotide polymorphisms (SNPs). We propose a multivariate, genetic and positron emission tomography (PET) imaging classification model for ADHD and healthy controls (HC). Sixteen patients with ADHD and 22 HC were scanned by PET to measure serotonin transporter (SERT') binding potential with [11C]DASB. All subjects were genotyped for thirty SNPs within the HTR1A, HTR1B, HTR2A and TPH2 genes. Cortical and subcortical regions of interest (ROI) were defined and random forest (RF) machine learning was used for feature selection and classification in a five-fold cross-validation model with ten repeats. Variable selection highlighted the ROI posterior cingulate gyrus, cuneus, precuneus, pre-, para- and postcentral gyri as well as the SNPs HTR2A rs1328684 and rs6311 and HTR1B rs130058 as most discriminative between ADHD and HC status. The mean accuracy for the validation sets across repeats was 0.82 (±0.09) with balanced sensitivity and specificity of 0.75 and 0.86, respectively. With a prediction accuracy above 0.8, the findings underlying the proposed model advocate the relevance of the SERT as well as the HTR1B and HTR2A genes in ADHD and hint towards disease-specific effects. Regarding the high rates of comorbidities and difficult differential diagnosis especially for ADHD, a reliable computer-aided diagnostic tool for disorders anchored in the serotonergic system will support clinical decisions.


Assuntos
Transtorno do Deficit de Atenção com Hiperatividade , Transtorno do Deficit de Atenção com Hiperatividade/diagnóstico por imagem , Transtorno do Deficit de Atenção com Hiperatividade/genética , Humanos , Aprendizado de Máquina , Polimorfismo de Nucleotídeo Único , Tomografia por Emissão de Pósitrons , Proteínas da Membrana Plasmática de Transporte de Serotonina/genética , Triptofano Hidroxilase
11.
Mol Imaging Biol ; 22(1): 47-65, 2020 02.
Artigo em Inglês | MEDLINE | ID: mdl-31049831

RESUMO

Here, we report on the outcome of the 2nd International Danube Symposium on advanced biomarker development that was held in Vienna, Austria, in early 2018. During the meeting, cross-speciality participants assessed critical aspects of non-invasive, quantitative biomarker development in view of the need to expand our understanding of disease mechanisms and the definition of appropriate strategies both for molecular diagnostics and personalised therapies. More specifically, panelists addressed the main topics, including the current status of disease characterisation by means of non-invasive imaging, histopathology and liquid biopsies as well as strategies of gaining new understanding of disease formation, modulation and plasticity to large-scale molecular imaging as well as integrative multi-platform approaches. Highlights of the 2018 meeting included dedicated sessions on non-invasive disease characterisation, development of disease and therapeutic tailored biomarkers, standardisation and quality measures in biospecimens, new therapeutic approaches and socio-economic challenges of biomarker developments. The scientific programme was accompanied by a roundtable discussion on identification and implementation of sustainable strategies to address the educational needs in the rapidly evolving field of molecular diagnostics. The central theme that emanated from the 2nd Donau Symposium was the importance of the conceptualisation and implementation of a convergent approach towards a disease characterisation beyond lesion-counting "lumpology" for a cost-effective and patient-centric diagnosis, therapy planning, guidance and monitoring. This involves a judicious choice of diagnostic means, the adoption of clinical decision support systems and, above all, a new way of communication involving all stakeholders across modalities and specialities. Moreover, complex diseases require a comprehensive diagnosis by converging parameters from different disciplines, which will finally yield to a precise therapeutic guidance and outcome prediction. While it is attractive to focus on technical advances alone, it is important to develop a patient-centric approach, thus asking "What can we do with our expertise to help patients?"


Assuntos
Biomarcadores/metabolismo , Congressos como Assunto/organização & administração , Imagem Molecular/métodos , Neoplasias/patologia , Relatório de Pesquisa , Áustria , Biomarcadores/análise , Humanos , Agências Internacionais , Imagem Molecular/instrumentação , Imagem Molecular/tendências , Neoplasias/diagnóstico por imagem , Neoplasias/metabolismo , Neoplasias/terapia
13.
Nucl Med Biol ; 76-77: 15-20, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31654811

RESUMO

INTRODUCTION: Still little is known about factors, influencing the organ uptake of somatostatin receptor (SSTR)-targeting radiopharmaceuticals. The aim of this study was to assess the influence of gender on [68Ga]Ga-DOTANOC uptake. Further on, we assessed other factors such as diabetes, proton pump inhibitors (PPIs) and oral antidiabetics (OADs). METHODS: In 118 studies of patients with a [68Ga]Ga-DOTANOC PET/CT (m = 60, f = 58; mean age: 61 ±â€¯15 yrs) SUVmax and SUVmean of the stomach, liver, spleen, kidneys, adrenal glands, and pancreas were assessed. Patients with history of splenectomy and significant tumor burden were excluded. Additionally, clinical information (gender, diabetes, age, pre-medications such as PPIs, OADs and somatostatin analogues (SSAs), were collected. RESULTS: [68Ga]Ga-DOTANOC uptake proved to be significantly lower in female patients compared to males for the SUVmax of the stomach (7.1, 9.1; P = 0.04), liver (8.3, 9.4; P = 0.0007), adrenal glands (15.9, 19.9; P = 0.05) kidneys (20.3, 18.9; P = 0.05) and the SUVmean of the pancreatic tail (2.9, 3.2; P = 0.03) and the kidneys (11.8, 10.6, P = 0.004). Additionally, patients with diabetes and below the age of 50 yrs. showed significantly higher SUVmax and SUVmean values of the stomach (diabetes: 9.1, 7.8; P = 0.01 and 6.0, 5.3; P = 0.004; age: 6.3, 8.3; P = 0.01 and 4.4, 5.5; P = 0.03). In contrast, intake of PPIs only affected the SUVmean of the liver (11.0, 9.0; P = 0.005), whereas OADs caused higher SUVmax values in the stomach (10.0, 7.8; P = 0.02), spleen (42.5, 32.6; P = 0.0005) adrenal glands (25.0, 16.9; P = 0.0003) and also higher SUVmean in the spleen (26.1, 21.4; P = 0.002) and adrenal glands (14.8, 12.4; P = 0.02). CONCLUSION: Factors such as gender, diabetes and age influence [68Ga]Ga-DOTANOC uptake, whereas ongoing medications such as PPIs and OADs exerted less influence.


Assuntos
Octreotida/análogos & derivados , Compostos Organometálicos/farmacocinética , Caracteres Sexuais , Envelhecimento/metabolismo , Transporte Biológico/efeitos dos fármacos , Diabetes Mellitus/metabolismo , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Octreotida/metabolismo , Octreotida/farmacocinética , Compostos Organometálicos/metabolismo , Distribuição Tecidual
14.
Contrast Media Mol Imaging ; 2018: 1269830, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-29666562

RESUMO

Molecular imaging probes such as PET-tracers have the potential to improve the accuracy of tumor characterization by directly visualizing the biochemical situation. Thus, molecular changes can be detected early before morphological manifestation. The A3 adenosine receptor (A3AR) is described to be highly expressed in colon cancer cell lines and human colorectal cancer (CRC), suggesting this receptor as a tumor marker. The aim of this preclinical study was the evaluation of [18F]FE@SUPPY as a PET-tracer for CRC using in vitro imaging and in vivo PET imaging. First, affinity and selectivity of FE@SUPPY and its metabolites were determined, proving the favorable binding profile of FE@SUPPY. The human adenocarcinoma cell line HT-29 was characterized regarding its hA3AR expression and was subsequently chosen as tumor graft. Promising results regarding the potential of [18F]FE@SUPPY as a PET-tracer for CRC imaging were obtained by autoradiography as ≥2.3-fold higher accumulation of [18F]FE@SUPPY was found in CRC tissue compared to adjacent healthy colon tissue from the same patient. Nevertheless, first in vivo studies using HT-29 xenografts showed insufficient tumor uptake due to (1) poor conservation of target expression in xenografts and (2) unfavorable pharmacokinetics of [18F]FE@SUPPY in mice. We therefore conclude that HT-29 xenografts are not adequate to visualize hA3ARs using [18F]FE@SUPPY.


Assuntos
Neoplasias Colorretais/diagnóstico por imagem , Ácidos Nicotínicos/farmacocinética , Tomografia por Emissão de Pósitrons/métodos , Animais , Radioisótopos de Flúor , Células HT29 , Xenoenxertos , Humanos , Camundongos , Imagem Molecular/métodos , Proteínas de Neoplasias/análise , Proteínas de Neoplasias/metabolismo , Compostos Radiofarmacêuticos/farmacocinética , Receptor A3 de Adenosina/análise , Receptor A3 de Adenosina/metabolismo
15.
Transl Psychiatry ; 7(6): e1150, 2017 06 13.
Artigo em Inglês | MEDLINE | ID: mdl-28608854

RESUMO

Major depressive disorder (MDD) is the most common neuropsychiatric disease and despite extensive research, its genetic substrate is still not sufficiently understood. The common polymorphism rs6295 of the serotonin-1A receptor gene (HTR1A) is affecting the transcriptional regulation of the 5-HT1A receptor and has been closely linked to MDD. Here, we used positron emission tomography (PET) exploiting advances in data mining and statistics by using machine learning in 62 healthy subjects and 19 patients with MDD, which were scanned with PET using the radioligand [carbonyl-11C]WAY-100635. All the subjects were genotyped for rs6295 and genotype was grouped in GG vs C allele carriers. Mixed model was applied in a ROI-based (region of interest) approach. ROI binding potential (BPND) was divided by dorsal raphe BPND as a specific measure to highlight rs6295 effects (BPDiv). Mixed model produced an interaction effect of ROI and genotype in the patients' group but no effects in healthy controls. Differences of BPDiv was demonstrated in seven ROIs; parahippocampus, hippocampus, fusiform gyrus, gyrus rectus, supplementary motor area, inferior frontal occipital gyrus and lingual gyrus. For classification of genotype, 'RandomForest' and Support Vector Machines were used, however, no model with sufficient predictive capability could be computed. Our results are in line with preclinical data, mouse model knockout studies as well as previous clinical analyses, demonstrating the two-pronged effect of the G allele on 5-HT1A BPND for, we believe, the first time. Future endeavors should address epigenetic effects and allosteric heteroreceptor complexes. Replication in larger samples of MDD patients is necessary to substantiate our findings.


Assuntos
Encéfalo/diagnóstico por imagem , Transtorno Depressivo Maior/genética , Receptor 5-HT1A de Serotonina/genética , Adolescente , Adulto , Idoso , Alelos , Encéfalo/metabolismo , Estudos Transversais , Transtorno Depressivo Maior/diagnóstico por imagem , Transtorno Depressivo Maior/metabolismo , Feminino , Genótipo , Humanos , Aprendizado de Máquina , Masculino , Pessoa de Meia-Idade , Polimorfismo de Nucleotídeo Único , Tomografia por Emissão de Pósitrons , Receptor 5-HT1A de Serotonina/metabolismo , Adulto Jovem
16.
Clin Pharmacol Ther ; 100(2): 131-41, 2016 08.
Artigo em Inglês | MEDLINE | ID: mdl-26940368

RESUMO

ABCB1 and ABCG2 work together at the blood-brain barrier (BBB) to limit brain distribution of dual ABCB1/ABCG2 substrates. In this pilot study we used positron emission tomography (PET) to assess brain distribution of two model ABCB1/ABCG2 substrates ([(11) C]elacridar and [(11) C]tariquidar) in healthy subjects without (c.421CC) or with (c.421CA) the ABCG2 single-nucleotide polymorphism (SNP) c.421C>A. Subjects underwent PET scans under conditions when ABCB1 and ABCG2 were functional and during ABCB1 inhibition with high-dose tariquidar. In contrast to the ABCB1-selective substrate (R)-[(11) C]verapamil, [(11) C]elacridar and [(11) C]tariquidar showed only moderate increases in brain distribution during ABCB1 inhibition. This provides evidence for a functional interplay between ABCB1 and ABCG2 at the human BBB and suggests that both ABCB1 and ABCG2 need to be inhibited to achieve substantial increases in brain distribution of dual ABCB1/ABCG2 substrates. During ABCB1 inhibition c.421CA subjects had significantly higher increases in [(11) C]tariquidar brain distribution than c.421CC subjects, pointing to impaired cerebral ABCG2 function.


Assuntos
Membro 2 da Subfamília G de Transportadores de Cassetes de Ligação de ATP/metabolismo , Barreira Hematoencefálica/metabolismo , Encéfalo/metabolismo , Proteínas de Neoplasias/metabolismo , Tomografia por Emissão de Pósitrons/métodos , Subfamília B de Transportador de Cassetes de Ligação de ATP/genética , Subfamília B de Transportador de Cassetes de Ligação de ATP/metabolismo , Membro 2 da Subfamília G de Transportadores de Cassetes de Ligação de ATP/genética , Acridinas/farmacocinética , Adulto , Feminino , Humanos , Masculino , Proteínas de Neoplasias/genética , Projetos Piloto , Polimorfismo de Nucleotídeo Único , Quinolinas/farmacocinética , Tetra-Hidroisoquinolinas/farmacocinética , Distribuição Tecidual , Verapamil/metabolismo , Verapamil/farmacocinética , Adulto Jovem
17.
Appl Radiat Isot ; 97: 182-187, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25594603

RESUMO

The aim of the present study was the evaluation and automation of the radiosynthesis of [(11)C]harmine for clinical trials. The following parameters have been investigated: amount of base, precursor concentration, solvent, reaction temperature and time. The optimum reaction conditions were determined to be 2-3mg/mL precursor activated with 1eq. 5M NaOH in DMSO, 80°C reaction temperature and 2min reaction time. Under these conditions 6.1±1GBq (51.0±11% based on [(11)C]CH3I, corrected for decay) of [(11)C]harmine (n=72) were obtained. The specific activity was 101.32±28.2GBq/µmol (at EOS). All quality control parameters were in accordance with the standards for parenteral human application. Due to its reliability and high yields, this fully-automated synthesis method can be used as routine set-up.


Assuntos
Radioisótopos de Carbono , Harmina/síntese química , Monoaminoxidase/metabolismo , Compostos Radiofarmacêuticos/síntese química , Encéfalo/diagnóstico por imagem , Encéfalo/enzimologia , Radioisótopos de Carbono/normas , Técnicas de Química Sintética/instrumentação , Técnicas de Química Sintética/métodos , Ensaios Clínicos como Assunto , Harmina/normas , Humanos , Tomografia por Emissão de Pósitrons , Controle de Qualidade , Compostos Radiofarmacêuticos/normas
19.
Appl Radiat Isot ; 70(10): 2287-94, 2012 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-22858577

RESUMO

The melanin concentrating hormone (MCH) system is a new target to treat human disorders. Our aim was the preparation of the first PET-tracer for the MCHR1. [(11)C]SNAP-7941 is a carbon-11 labeled analog of the published MCHR1 antagonist SNAP-7941. The optimum reaction conditions were 2 min reaction time, ≤25°C reaction temperature, and 2 mg/mL precursor (SNAP-acid) in acetonitrile, using [(11)C]CH(3)OTf as methylation agent. [(11)C]SNAP-7941 was prepared in a reliable and feasible manner with high radiochemical yields (2.9±1.6 GBq; 11.5±6.4% EOB, n=15).


Assuntos
Radioisótopos de Carbono/química , Piperidinas/síntese química , Tomografia por Emissão de Pósitrons , Pirimidinas/síntese química , Receptores de Somatostatina/metabolismo , Humanos , Espectroscopia de Ressonância Magnética , Espectrometria de Massas , Controle de Qualidade
20.
Appl Radiat Isot ; 70(12): 2730-6, 2012 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-23041392

RESUMO

[Carbonyl-(11)C]WAY-100635 is a potent and effective antagonist for the 5-HT(1A) receptor subtype. We aimed to assess the status of [carbonyl-(11)C]WAY-100635 and its main radio-metabolites, [carbonyl-(11)C]desmethyl-WAY-100635 and [carbonyl-(11)C]cyclohexanecarboxylic acid, on the basis of an improved radio-HPLC method. Common methods were characterized by preparative HPLC columns with long runtimes and/or high flow rates. Considering the short half-life of C-11, we developed a more rapid and solvent saving HPLC assay, allowing a fast, efficient and reliable quantification of these major metabolites.


Assuntos
Piperazinas/metabolismo , Piridinas/metabolismo , Receptor 5-HT1A de Serotonina/metabolismo , Cromatografia Líquida de Alta Pressão/métodos , Humanos , Piperazinas/sangue , Piperazinas/isolamento & purificação , Piridinas/sangue , Piridinas/isolamento & purificação , Antagonistas do Receptor 5-HT1 de Serotonina/metabolismo
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