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1.
Br J Psychiatry ; 223(3): 415-421, 2023 09.
Artículo en Inglés | MEDLINE | ID: mdl-37395098

RESUMEN

BACKGROUND: Childhood and lifetime adversity may reduce brain serotonergic (5-HT) neurotransmission by epigenetic mechanisms. AIMS: We tested the relationships of childhood adversity and recent stress to serotonin 1A (5-HT1A) receptor genotype, DNA methylation of this gene in peripheral blood monocytes and in vivo 5-HT1A receptor binding potential (BPF) determined by positron emission tomography (PET) in 13 a priori brain regions, in participants with major depressive disorder (MDD) and healthy volunteers (controls). METHOD: Medication-free participants with MDD (n = 192: 110 female, 81 male, 1 other) and controls (n = 88: 48 female, 40 male) were interviewed about childhood adversity and recent stressors and genotyped for rs6295. DNA methylation was assayed at three upstream promoter sites (-1019, -1007, -681) of the 5-HT1A receptor gene. A subgroup (n = 119) had regional brain 5-HT1A receptor BPF quantified by PET. Multi-predictor models were used to test associations between diagnosis, recent stress, childhood adversity, genotype, methylation and BPF. RESULTS: Recent stress correlated positively with blood monocyte methylation at the -681 CpG site, adjusted for diagnosis, and had positive and region-specific correlations with 5-HT1A BPF in participants with MDD, but not in controls. In participants with MDD, but not in controls, methylation at the -1007 CpG site had positive and region-specific correlations with binding potential. Childhood adversity was not associated with methylation or BPF in participants with MDD. CONCLUSIONS: These findings support a model in which recent stress increases 5-HT1A receptor binding, via methylation of promoter sites, thus affecting MDD psychopathology.


Asunto(s)
Trastorno Depresivo Mayor , Humanos , Masculino , Femenino , Trastorno Depresivo Mayor/diagnóstico por imagen , Trastorno Depresivo Mayor/genética , Trastorno Depresivo Mayor/tratamiento farmacológico , Receptor de Serotonina 5-HT1A/genética , Receptor de Serotonina 5-HT1A/metabolismo , Receptor de Serotonina 5-HT1A/uso terapéutico , Metilación de ADN , Serotonina/metabolismo , Serotonina/uso terapéutico , Depresión , Encéfalo/patología , Tomografía de Emisión de Positrones/métodos , Estrés Psicológico/genética
2.
Mol Psychiatry ; 27(10): 4136-4143, 2022 10.
Artículo en Inglés | MEDLINE | ID: mdl-35760877

RESUMEN

Mood disorders and suicidal behavior have moderate heritability and are associated with altered corticolimbic serotonin 1A receptor (5-HT1A) brain binding. However, it is unclear whether this reflects genetic effects or epigenetic effects of childhood adversity, compensatory mechanisms, or illness stress-related changes. We sought to separate such effects on 5-HT1A binding by examining high familial risk individuals (HR) who have passed through the age of greatest risk for psychopathology onset with and without developing mood disorder or suicidal behavior. PET imaging quantified 5-HT1A binding potential BPND using [11C]CUMI-101 in healthy volunteers (HV, N = 23) and three groups with one or more relatives manifesting early-onset mood disorder and suicide attempt: 1. unaffected HR (N = 23); 2. HR with lifetime mood disorder and no suicide attempt (HR-MOOD, N = 26); and 3. HR-MOOD with previous suicide attempt (HR-MOOD + SA, N = 20). Findings were tested in an independent cohort not selected for family history (HV, MOOD, and MOOD + SA, total N = 185). We tested for regional BPND differences and whether brain-wide patterns distinguished between groups. Low ventral prefrontal 5-HT1A BPND was associated with lifetime mood disorder diagnosis and suicide attempt, but only in subjects with a family history of mood disorder and suicide attempt. Brain-wide 5-HT1A BPND patterns including low ventral prefrontal and mesiotemporal cortical binding distinguished HR-MOOD + SA from HV. A biological endophenotype associated with resilience was not observed. Low ventral prefrontal 5-HT1A BPND may reflect familial mood disorder and suicide-related pathology. Further studies are needed to determine if higher ventral prefrontal 5-HT1A BPND confers resilience, reducing risk of suicidal behavior in the context of familial risk, and thereby offer a potential prevention target.


Asunto(s)
Receptor de Serotonina 5-HT1A , Ideación Suicida , Humanos , Receptor de Serotonina 5-HT1A/genética , Predisposición Genética a la Enfermedad , Serotonina , Trastornos del Humor/genética
3.
Mol Psychiatry ; 27(8): 3417-3424, 2022 08.
Artículo en Inglés | MEDLINE | ID: mdl-35487966

RESUMEN

Serotonin transporter (5-HTT) binding deficits are reported in major depressive disorder (MDD). However, most studies have not considered serotonin system anatomy when parcellating brain regions of interest (ROIs). We now investigate 5-HTT binding in MDD in two novel ways: (1) use of a 5-HTT tract-based analysis examining binding along serotonergic axons; and (2) using the Copenhagen University Hospital Neurobiology Research Unit (NRU) 5-HT Atlas, based on brain-wide binding patterns of multiple serotonin receptor types. [11C]DASB 5-HTT PET scans were obtained in 60 unmedicated participants with MDD in a current depressive episode and 31 healthy volunteers (HVs). Binding potential (BPP) was quantified with empirical Bayesian estimation in graphical analysis (EBEGA). Within the [11C]DASB tract, the MDD group showed significantly lower BPP compared with HVs (p = 0.02). This BPP diagnosis difference also significantly varied by tract location (p = 0.02), with the strongest MDD binding deficit most proximal to brainstem raphe nuclei. NRU 5-HT Atlas ROIs showed a BPP diagnosis difference that varied by region (p < 0.001). BPP was lower in MDD in 3/10 regions (p-values < 0.05). Neither [11C]DASB tract or NRU 5-HT Atlas BPP correlated with depression severity, suicidal ideation, suicide attempt history, or antidepressant medication exposure. Future studies are needed to determine the causes of this deficit in 5-HTT binding being more pronounced in proximal axon segments and in only a subset of ROIs for the pathogenesis of MDD. Such regional specificity may have implications for targeting antidepressant treatment, and may extend to other serotonin-related disorders.


Asunto(s)
Trastorno Depresivo Mayor , Proteínas de Transporte de Serotonina en la Membrana Plasmática , Humanos , Proteínas de Transporte de Serotonina en la Membrana Plasmática/metabolismo , Trastorno Depresivo Mayor/tratamiento farmacológico , Serotonina/metabolismo , Teorema de Bayes , Tomografía de Emisión de Positrones , Encéfalo/diagnóstico por imagen , Encéfalo/metabolismo , Antidepresivos/uso terapéutico
4.
Neuroimage ; 249: 118901, 2022 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-35026425

RESUMEN

INTRODUCTION: Full quantification of positron emission tomography (PET) data requires an input function. This generally means arterial blood sampling, which is invasive, labor-intensive and burdensome. There is no current, standardized method to fully quantify PET radiotracers with irreversible kinetics in the absence of blood data. Here, we present Source-to-Target Automatic Rotating Estimation (STARE), a novel, data-driven approach to quantify the net influx rate (Ki) of irreversible PET radiotracers, that requires only individual-level PET data and no blood data. We validate STARE with human [18F]FDG PET scans and assess its performance using simulations. METHODS: STARE builds upon a source-to-target tissue model, where the tracer time activity curves (TACs) in multiple "target" regions are expressed at once as a function of a "source" region, based on the two-tissue irreversible compartment model, and separates target region Ki from source Ki by fitting the source-to-target model across all target regions simultaneously. To ensure identifiability, data-driven, subject-specific anchoring is used in the STARE minimization, which takes advantage of the PET signal in a vasculature cluster in the field of view (FOV) that is automatically extracted and partial volume-corrected. To avoid the need for any a priori determination of a single source region, each of the considered regions acts in turn as the source, and a final Ki is estimated in each region by averaging the estimates obtained in each source rotation. RESULTS: In a large dataset of human [18F]FDG scans (N = 69), STARE Ki estimates were correlated with corresponding arterial blood-based Ki estimates (r = 0.80), with an overall regression slope of 0.88, and were precisely estimated, as assessed by comparing STARE Ki estimates across several runs of the algorithm (coefficient of variation across runs=6.74 ± 2.48%). In simulations, STARE Ki estimates were largely robust to factors that influence the individualized anchoring used within its algorithm. CONCLUSION: Through simulations and application to [18F]FDG PET data, feasibility is demonstrated for STARE blood-free, data-driven quantification of Ki. Future work will include applying STARE to PET data obtained with a portable PET camera and to other irreversible radiotracers.


Asunto(s)
Cerebelo/diagnóstico por imagen , Corteza Cerebral/diagnóstico por imagen , Fluorodesoxiglucosa F18/farmacocinética , Procesamiento de Imagen Asistido por Computador/métodos , Tomografía de Emisión de Positrones/métodos , Radiofármacos/farmacocinética , Adulto , Humanos , Procesamiento de Imagen Asistido por Computador/normas , Modelos Teóricos , Tomografía de Emisión de Positrones/normas
5.
Int J Neuropsychopharmacol ; 25(7): 534-544, 2022 08 04.
Artículo en Inglés | MEDLINE | ID: mdl-34996114

RESUMEN

BACKGROUND: The pathophysiology of bipolar disorder (BD) remains largely unknown despite it causing significant disability and suicide risk. Serotonin signaling may play a role in the pathophysiology, but direct evidence for this is lacking. Treatment of the depressed phase of the disorder is limited. Previous studies have indicated that positron emission tomography (PET) imaging of the serotonin 1A receptor (5HT1AR) may predict antidepressant response. METHODS: A total of 20 participants with BD in a current major depressive episode and 16 healthy volunteers had PET imaging with [11C]CUMI-101, employing a metabolite-corrected input function for quantification of binding potential to the 5HT1AR. Bipolar participants then received an open-labeled, 6-week clinical trial with a selective serotonin reuptake inhibitor (SSRI) in addition to their mood stabilizer. Clinical ratings were obtained at baseline and during SSRI treatment. RESULTS: Pretreatment binding potential (BPF) of [11C]CUMI-101 was associated with a number of pretreatment clinical variables within BD participants. Within the raphe nucleus, it was inversely associated with the baseline Montgomery Åsberg Rating Scale (P = .026), the Beck Depression Inventory score (P = .0023), and the Buss Durkee Hostility Index (P = .0058), a measure of lifetime aggression. A secondary analysis found [11C]CUMI-101 BPF was higher in bipolar participants compared with healthy volunteers (P = .00275). [11C]CUMI-101 BPF did not differ between SSRI responders and non-responders (P = .907) to treatment and did not predict antidepressant response (P = .580). Voxel-wise analyses confirmed the results obtained in regions of interest analyses. CONCLUSIONS: A disturbance of serotonin system function is associated with both the diagnosis of BD and its severity of depression. Pretreatment 5HT1AR binding did not predict SSRI antidepressant outcome.The study was listed on clinicaltrials.gov with identifier NCT02473250.


Asunto(s)
Trastorno Bipolar , Trastorno Depresivo Mayor , Antidepresivos/farmacología , Antidepresivos/uso terapéutico , Trastorno Bipolar/diagnóstico por imagen , Trastorno Bipolar/tratamiento farmacológico , Trastorno Bipolar/metabolismo , Radioisótopos de Carbono/uso terapéutico , Trastorno Depresivo Mayor/tratamiento farmacológico , Humanos , Tomografía de Emisión de Positrones/métodos , Receptor de Serotonina 5-HT1A , Serotonina , Inhibidores Selectivos de la Recaptación de Serotonina/farmacología , Inhibidores Selectivos de la Recaptación de Serotonina/uso terapéutico
6.
Int J Neuropsychopharmacol ; 25(1): 36-45, 2022 01 12.
Artículo en Inglés | MEDLINE | ID: mdl-34555145

RESUMEN

BACKGROUND: The serotonin 1A (5-HT1A) receptor has been implicated in depression and suicidal behavior. Lower resting cortisol levels are associated with higher 5-HT1A receptor binding, and both differentiate suicide attempters with depression. However, it is not clear whether 5-HT1A receptor binding and cortisol responses to stress are related to familial risk and resilience for suicidal behavior. METHODS: [11C]CUMI-101 positron emission tomography imaging to quantify regional brain 5-HT1A receptor binding was conducted in individuals considered to be at high risk for mood disorder or suicidal behavior on the basis of having a first- or second-degree relative(s) with an early onset mood disorder and history of suicidal behavior. These high-risk individuals were subdivided into the following groups: high risk resilient having no mood disorder or suicidal behavior (n = 29); high risk with mood disorder and no suicidal behavior history (n = 31); and high risk with mood disorder and suicidal behavior (n = 25). Groups were compared with healthy volunteers without a family history of mood disorder or suicidal behavior (n = 34). Participants underwent the Trier Social Stress Task (TSST). All participants were free from psychotropic medications at the time of the TSST and PET scanning. RESULTS: We observed no group differences in 5-HT1A receptor binding considering all regions simultaneously, nor did we observe heterogeneity of the effect of group across regions. These results were similar across outcome measures (BPND for all participants and BPp in a subset of the sample) and definitions of regions of interest (ROIs; standard or serotonin system-specific ROIs). We also found no group differences on TSST outcomes. Within the high risk with mood disorder and suicidal behavior group, lower BPp binding (ß = -0.084, SE = 0.038, P = .048) and higher cortisol reactivity to stress (ß = 9.25, 95% CI [3.27,15.23], P = .004) were associated with higher lethality attempts. There were no significant relationships between 5-HT1A binding and cortisol outcomes. CONCLUSIONS: 5-HT1A receptor binding in ROIs was not linked to familial risk or resilience protecting against suicidal behavior or mood disorder although it may be related to lethality of suicide attempt. Future studies are needed to better understand the biological mechanisms implicated in familial risk for suicidal behavior and how hypothalamic-pituitary-adrenal axis function influences such risk.


Asunto(s)
Hidrocortisona/metabolismo , Receptor de Serotonina 5-HT1A/metabolismo , Estrés Psicológico/metabolismo , Ideación Suicida , Intento de Suicidio , Adulto , Encéfalo/metabolismo , Trastorno Depresivo Mayor/metabolismo , Femenino , Humanos , Sistema Hipotálamo-Hipofisario/metabolismo , Masculino , Piperazinas , Sistema Hipófiso-Suprarrenal/metabolismo , Tomografía de Emisión de Positrones , Piridinas
7.
Mol Psychiatry ; 26(6): 2393-2401, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-32355333

RESUMEN

Serotonergic dysfunction is implicated in major depressive disorder (MDD), but the mechanisms of this relationship remain elusive. Serotonin 1A (5-HT1A) autoreceptors regulate brain-wide serotonin neuron firing and are positioned to assert large-scale effects on negative emotion. Here we investigated the relationship between raphe 5-HT1A binding and brain-wide network dynamics of negative emotion. 22 healthy-volunteers (HV) and 27 medication-free participants with MDD underwent positron emission tomography (PET) using [11C]CUMI-101 (CUMI) to quantify 5-HT1A binding in midbrain raphe nuclei and functional magnetic resonance imaging (fMRI) scanning during emotionally negative picture viewing. Causal connectivity across regions responsive to negative emotion was estimated in the fMRI data using a multivariate dynamical systems model. During negative picture viewing, MDD subjects demonstrated significant hippocampal inhibition of amygdala, basal-ganglia, thalamus, orbital frontal cortex, inferior frontal gyrus and dorsomedial prefrontal cortex (IFG, dmPFC). MDD-related connectivity was not associated with raphe 5-HT1A binding. However, greater hippocampal inhibition of amygdala, thalamus, IFG and dmPFC correlated with hippocampal 5-HT1A binding. Correlation between hippocampal 5-HT1A binding and the hippocampal inhibition network was specific to MDD but not HV. MDD and HV groups also differed with respect to the correlation between raphe and hippocampal 5-HT1A binding which was more pronounced in HV. These findings suggest that increased hippocampal network inhibition in MDD is linked to hippocampal serotonergic dysfunction which may in turn arise from disrupted linkage in raphe to hippocampus serotonergic circuitry.


Asunto(s)
Trastorno Depresivo Mayor , Serotonina , Encéfalo/diagnóstico por imagen , Trastorno Depresivo Mayor/diagnóstico por imagen , Humanos , Imagen por Resonancia Magnética , Tomografía de Emisión de Positrones , Receptor de Serotonina 5-HT1A
8.
Bipolar Disord ; 22(3): 296-302, 2020 05.
Artículo en Inglés | MEDLINE | ID: mdl-31604361

RESUMEN

OBJECTIVE: To compare white matter integrity (WMI) in bipolar disorder (BD) relative to healthy volunteers (HVs) and major depressive disorder (MDD). To determine the relationship of bipolar-specific differences in WMI to cerebral perfusion, body mass index (BMI), and blood pressure as indices of cardiovascular function. METHODS: Thirty-two participants with BD, 44 with MDD, and 41 HV were recruited. All BD and MDD participants were in a major depressive episode, and all but 12 BD participants were medication-free. 64-direction diffusion tensor imaging (DTI) and arterial spin labeling (ASL) sequences were obtained. Tract-based spatial statistics (TBSS) on four DTI indices were employed to distinguish patterns of DTI in BD relative to HV and MDD groups. BMI, blood pressure, and medical histories were also obtained for the BD participants. RESULTS: A cluster of lower axial diffusivity (AD) was found in BD participants in comparison to the HVs in the left posterior thalamic radiation, superior longitudinal fasciculus, inferior longitudinal fasciculus, fronto-occipital fasciculus, and internal capsule. Mean AD in the significant cluster was not associated with cerebral blood flow (CBF) in the region as measured by ASL, and was not associated with BMI or blood pressure. A cluster of lower AD was also found in the BD group when compared to MDD that had spatial overlap with the HV comparison. CONCLUSIONS: The results indicate a deficit of AD in BD when compared to MDD and HV groups. No association between AD values and either cerebral perfusion, BMI, or blood pressure was found in BD.


Asunto(s)
Trastorno Bipolar/patología , Índice de Masa Corporal , Circulación Cerebrovascular/fisiología , Trastorno Depresivo Mayor/patología , Sustancia Blanca/patología , Adulto , Trastorno Bipolar/diagnóstico por imagen , Trastorno Depresivo Mayor/diagnóstico por imagen , Imagen de Difusión Tensora , Femenino , Humanos , Cápsula Interna/diagnóstico por imagen , Cápsula Interna/patología , Masculino , Persona de Mediana Edad , Sustancia Blanca/diagnóstico por imagen
9.
Neuroimage ; 188: 102-110, 2019 03.
Artículo en Inglés | MEDLINE | ID: mdl-30500425

RESUMEN

[11C]PBR28 is a positron emission tomography radioligand used to examine the expression of the 18 kDa translocator protein (TSPO). TSPO is located in glial cells and can function as a marker for immune activation. Since TSPO is expressed throughout the brain, no true reference region exists. For this reason, an arterial input function is required for accurate quantification of [11C]PBR28 binding and the most common outcome measure is the total distribution volume (VT). Notably, VT reflects both specific binding and non-displaceable binding. Therefore, estimates of specific binding, such as binding potential (e.g. BPND) and specific distribution volume (VS) should theoretically be more sensitive to underlying differences in TSPO expression. It is unknown, however, if unbiased and accurate estimates of these outcome measures are obtainable for [11C]PBR28. The Simultaneous Estimation (SIME) method uses time-activity-curves from multiple brain regions with the aim to obtain a brain-wide estimate of the non-displaceable distribution volume (VND), which can subsequently be used to improve the estimation of BPND and VS. In this study we evaluated the accuracy of SIME-derived VND, and the reliability of resulting estimates of specific binding for [11C]PBR28, using a combination of simulation experiments and in vivo studies in healthy humans. The simulation experiments, based on data from 54 unique [11C]PBR28 examinations, showed that VND values estimated using SIME were both precise and accurate. Data from a pharmacological competition challenge (n = 5) showed that SIME provided VND values that were on average 19% lower than those obtained using the Lassen plot, but similar to values obtained using the Likelihood-Estimation of Occupancy technique. Test-retest data (n = 11) showed that SIME-derived VS values exhibited good reliability and precision, while larger variability was observed in SIME-derived BPND values. The results support the use of SIME for quantifying specific binding of [11C]PBR28, and suggest that VS can be used in complement to the conventional outcome measure VT. Additional studies in patient cohorts are warranted.


Asunto(s)
Acetamidas , Modelos Neurológicos , Neuroglía , Tomografía de Emisión de Positrones/métodos , Piridinas , Receptores de GABA/análisis , Adulto , Radioisótopos de Carbono , Femenino , Humanos , Masculino , Persona de Mediana Edad , Radiofármacos , Reproducibilidad de los Resultados
10.
J Pharm Pharm Sci ; 22(1): 352-364, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31356761

RESUMEN

PURPOSE: 5-HT2AR exists in high and low affinity states. Agonist PET tracers measure binding to the active high affinity site and thus provide a functionally relevant measure of the receptor. Limited in vivo data have been reported so far for a comparison of agonist versus antagonist tracers for 5-HT2AR used as a proof of principle for measurement of high and low affinity states of this receptor. We compared the in vivo binding of [11C]CIMBI-5, a 5-HT2AR agonist, and of the antagonist [11C]M100907, in monkeys and baboons. METHODS: [11C]CIMBI-5 and [11C]M100907 baseline PET scans were performed in anesthetized male baboons (n=2) and male vervet monkeys (n=2) with an ECAT EXACT HR+ and GE 64-slice PET/CT Discovery VCT scanners. Blocking studies were performed in vervet monkeys by pretreatment with MDL100907 (0.5 mg/kg, i.v.) 60 minutes prior to the scan. Regional distribution volumes and binding potentials were calculated for each ROI using the likelihood estimation in graphical analysis and Logan plot, with either plasma input function or reference region as input, and simplified reference tissue model approaches. RESULTS: PET imaging of [11C]CIMBI-5 in baboons and monkeys showed the highest binding in 5-HT2AR-rich cortical regions, while the lowest binding was observed in cerebellum, consistent with the expected distribution of 5-HT2AR. Very low free fractions and rapid metabolism were observed for [11C]CIMBI-5 in baboon plasma. Binding potential values for [11C]CIMBI-5 were 25-33% lower than those for [11C]MDL100907 in the considered brain regions. CONCLUSION: The lower binding potential of [11C]CIMBI-5 in comparison to [11C]MDL100907 is likely due to the preferential binding of the former to the high affinity site in vivo in contrast to the antagonist,  [11C]MDL100907, which binds to both high and low affinity sites.


Asunto(s)
Encéfalo/diagnóstico por imagen , Dimetoxifeniletilamina/análogos & derivados , Tomografía de Emisión de Positrones , Radiofármacos/química , Agonistas del Receptor de Serotonina 5-HT2/química , Animales , Encéfalo/metabolismo , Radioisótopos de Carbono , Dimetoxifeniletilamina/química , Dimetoxifeniletilamina/farmacología , Haplorrinos , Papio , Radiofármacos/farmacología , Receptor de Serotonina 5-HT2B/metabolismo , Agonistas del Receptor de Serotonina 5-HT2/farmacología , Distribución Tisular
11.
Neuroimage ; 178: 255-265, 2018 09.
Artículo en Inglés | MEDLINE | ID: mdl-29753104

RESUMEN

Neuroimaging with PET is unique in its capability to measure in vivo the occupancy of a drug. The occupancy is typically obtained by conducting PET measurements before and after administration of the drug. For radioligands for which no reference region exists, however, the only established procedure to estimate the occupancy from these data is via linear regression analysis, forming the basis for the so-called Lassen plot. There are several reasons why simple linear regression analysis is not ideal for analyzing these data, including regression attenuation and correlated errors. Here, we propose the use of Likelihood Estimation of Occupancy (LEO) in such a situation. Similar to the Lassen plot, LEO uses the total distribution volume estimates at baseline and at block condition as input, but estimates the non-displaceable distribution volume (VND) and fractional occupancy (Δ) via direct maximum likelihood estimation (MLE). This study outlines the rationale for using MLE to estimate Δ and VND from PET data, and evaluates its performance in relation to the Lassen Plot via two separate simulation experiments. Finally, LEO and Lassen plot are applied to a PET dataset acquired with [11C]WAY-100635. LEO can exploit the covariance structure of the data to improve the accuracy and precision of the estimates of Δ and VND. Theoretically, the covariance matrix can be extracted from a test-retest dataset for the radioligand at hand. Several procedures to estimate the covariance matrix were considered as part of the simulation experiments, and the effect of the test-retest sample size was also assessed. The results are conclusive in that MLE can be used to estimate Δ and VND from PET data, avoiding the limitations associated with linear regression. The performance of LEO was, naturally, dependent on the procedure used to estimate the covariance matrix, and the test-retest sample size. Given a test-retest sample size of at least 5, but preferably 10 individuals, LEO provides higher accuracy and precision than Lassen plot in the estimation of Δ and VND. We conclude that LEO is valuable in drug occupancy studies.


Asunto(s)
Encéfalo/diagnóstico por imagen , Encéfalo/metabolismo , Interpretación Estadística de Datos , Modelos Teóricos , Neuroimagen/métodos , Tomografía de Emisión de Positrones/métodos , Radiofármacos/farmacocinética , Simulación por Computador , Humanos , Funciones de Verosimilitud
12.
Neuroimage ; 169: 278-285, 2018 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-29203457

RESUMEN

[11C]PBR28 is a PET radioligand used to estimate densities of the 18 kDa translocator protein (TSPO) in vivo. Since there is no suitable reference region, arterial blood samples are required for full quantification. Here, we evaluate a methodology for full quantification of [11C]PBR28 PET data that does not require either a reference region or blood samples. Simultaneous estimation (SIME) uses time-activity curves from several brain regions to estimate binding potential (BPND), a theoretically more sensitive outcome measure than total distribution volume. SIME can be employed with either a measured arterial input function (AIF) or a template input function (tIF) that has similar shape as the AIF, but with arbitrary amplitude. We evaluated the ability of SIME to detect group differences in TSPO densities using PET and arterial plasma data from 21 Alzheimer's disease (AD) patients and 15 controls that underwent [11C]PBR28 imaging. Regional BPND obtained with tIFs were compared to those obtained using measured AIFs. Standard kinetic modeling was also employed for comparison. The sensitivity of each method to detect group differences in TSPO densities were assessed by comparing estimated effect sizes between AD patients and controls. For this purpose, BPND estimated for one region with high pathological burden (inferior temporal cortex), and for one region with low pathological burden (cerebellum) was used. BPND estimates obtained with SIME and tIFs were close to identical to those obtained with AIF (3.0 ± 21% difference, r2 = 0.78). In this dataset, the effect sizes between AD patients and controls for both SIME with AIF and SIME with tIF were similar (30.3%, p = 0.001 and 31.0%, p = 0.004, respectively) and were each greater than the effect size observed using the two-tissue compartment model (16.1%, p = 0.12). None of the tested methods showed difference in TSPO binding in cerebellum. These results demonstrate that BPND can be estimated for [11C]PBR28 using SIME, and may be useful in clinical studies. In addition, arterial sampling may not be necessary if tIFs can be reliably estimated.


Asunto(s)
Enfermedad de Alzheimer/diagnóstico por imagen , Enfermedad de Alzheimer/metabolismo , Encéfalo/diagnóstico por imagen , Encéfalo/metabolismo , Modelos Teóricos , Tomografía de Emisión de Positrones/métodos , Pirimidinas/metabolismo , Receptores de GABA/metabolismo , Humanos , Pirimidinas/farmacocinética
13.
Synapse ; 72(2)2018 02.
Artículo en Inglés | MEDLINE | ID: mdl-29144569

RESUMEN

Arachidonic acid (AA) is involved in signal transduction, neuroinflammation, and production of eicosanoid metabolites. The AA brain incorporation coefficient (K*) is quantifiable in vivo using [11 C]AA positron emission tomography, although repeatability remains undetermined. We evaluated K* estimates obtained with population-based metabolite correction (PBMC) and image-derived input function (IDIF) in comparison to arterial blood-based estimates, and compared repeatability. Eleven healthy volunteers underwent a [11 C]AA scan; five repeated the scan 6 weeks later, simulating a pre- and post-treatment study design. For all scans, arterial blood was sampled to measure [11 C]AA plasma radioactivity. Plasma [11 C]AA parent fraction was measured in 5 scans. K* was quantified using both blood data and IDIF, corrected for [11 C]AA parent fraction using both PBMC (from published values) and individually measured values (when available). K* repeatability was calculated in the test-retest subset. K* estimates based on blood and individual metabolites were highly correlated with estimates using PBMC with arterial input function (r = 0.943) or IDIF (r = 0.918) in the subset with measured metabolites. In the total dataset, using PBMC, IDIF-based estimates were moderately correlated with arterial input function-based estimates (r = 0.712). PBMC and IDIF-based K* estimates were ∼6.4% to ∼11.9% higher, on average, than blood-based estimates. Average K* test-retest absolute percent difference values obtained using blood data or IDIF, assuming PBMC for both, were between 6.7% and 13.9%, comparable to other radiotracers. Our results support the possibility of simplified [11 C]AA data acquisition through eliminating arterial blood sampling and metabolite analysis, while retaining comparable repeatability and validity.


Asunto(s)
Ácidos Araquidónicos , Encéfalo/diagnóstico por imagen , Encéfalo/metabolismo , Radioisótopos de Carbono , Tomografía de Emisión de Positrones , Radiofármacos , Adulto , Ácidos Araquidónicos/sangre , Radioisótopos de Carbono/sangre , Femenino , Humanos , Masculino , Potasio/metabolismo , Radiofármacos/sangre , Reproducibilidad de los Resultados , Factores de Tiempo
14.
Synapse ; 72(9): e22042, 2018 09.
Artículo en Inglés | MEDLINE | ID: mdl-29935119

RESUMEN

Endogenous kappa opioids mediate pathological responses to stress in animal models. However, the relationship of the kappa opioid receptor (KOR) to life stress and to psychopathology in humans is not well described. This pilot study sought, for the first time, to quantify KOR in major depressive disorder (MDD) in vivo in humans using positron emission tomography (PET). KOR binding was quantified in vivo by PET imaging with the [11 C]GR103545 radiotracer in 13 healthy volunteers and 10 participants with current MDD. We examined the relationship between regional [11 C]GR103545 total volume of distribution (VT ) and diagnosis, childhood trauma, recent life stress, and, in a subsample, salivary cortisol levels during a modified Trier Social Stress Test (mTSST), amygdala, hippocampus, ventral striatum and raphe nuclei. Whole-brain voxel-wise analyses were also performed. [11 C]GR103545 VT did not differ significantly between MDD participants and healthy volunteers in the four a priori ROIs (p = 0.50). [11 C]GR103545 VT was unrelated to reported childhood adversity (p = 0.17) or recent life stress (p = 0.56). A trend-level inverse correlation was observed between [11 C]GR103545 VT and cortisol area-under-the curve with respect to ground during the mTSST (p = 0.081). No whole-brain voxel-wise contrasts were significant. Regional [11 C]GR103545 VT , a measure of in vivo KOR binding, does not differentiate MDD from healthy volunteers in this pilot sample. Future studies may examine KOR binding in subgroups of depressed individuals at increased risk for KOR abnormalities, including co-occurring mood and substance use disorders, as well as depression with psychotic features.


Asunto(s)
Analgésicos Opioides/farmacocinética , Encéfalo/efectos de los fármacos , Encéfalo/diagnóstico por imagen , Piperazinas/farmacocinética , Pirrolidinas/farmacocinética , Receptores Opioides kappa/metabolismo , Adolescente , Adulto , Trastorno Depresivo Mayor , Humanos , Procesamiento de Imagen Asistido por Computador , Persona de Mediana Edad , Proyectos Piloto , Tomografía de Emisión de Positrones , Unión Proteica/efectos de los fármacos , Receptores Opioides kappa/agonistas , Encuestas y Cuestionarios , Adulto Joven
15.
Bioorg Med Chem Lett ; 28(23-24): 3592-3595, 2018 12 15.
Artículo en Inglés | MEDLINE | ID: mdl-30396759

RESUMEN

Overexpression of Cyclooxygenase-2 (COX-2) enzyme is associated with the pathogenesis of inflammation, cancers, stroke, arthritis, and neurological disorders. Because of the involvement of COX-2 in these diseases, quantification of COX-2 expression using Positron Emission Tomography (PET) may be a biological marker for early diagnosis, monitoring of disease progression, and an indicator of effective treatment. At present there is no target-specific or validated PET tracer available for in vivo quantification of COX-2. The objective of this study is to evaluate [11C]TMI, a selective COX-2 inhibitor (Ki ≤ 1 nM) in nonhuman primates using PET imaging. PET imaging in baboons showed that [11C]TMI penetrates the blood brain barrier (BBB) and accumulates in brain in a somewhat heterogeneous pattern. Metabolite analyses indicated that [11C]TMI undergoes no significant metabolism of parent tracer in the plasma for baseline scans, however a relative faster metabolism was found for blocking scan. All the tested quantification approaches provide comparable tracer total distribution volume (VT) estimates in the range of 3.2-7 (mL/cm3). We observed about 25% lower VT values in blocking studies with meloxicam, a nonselective COX-2 inhibitor, compared to baseline [11C]TMI binding. Our findings indicate that [11C]TMI may be a suitable PET tracer for the quantification of COX-2 in vivo. Further experiments are needed to confirm the potential of this tracer in COX-2 overexpressing models for brain diseases.


Asunto(s)
Ciclooxigenasa 2/metabolismo , Isoxazoles/química , Radiofármacos/química , Sulfonas/química , Animales , Barrera Hematoencefálica/metabolismo , Encéfalo/diagnóstico por imagen , Encéfalo/metabolismo , Radioisótopos de Carbono/química , Inhibidores de la Ciclooxigenasa 2/sangre , Inhibidores de la Ciclooxigenasa 2/química , Inhibidores de la Ciclooxigenasa 2/metabolismo , Isoxazoles/sangre , Isoxazoles/metabolismo , Papio , Tomografía de Emisión de Positrones , Radiofármacos/sangre , Radiofármacos/metabolismo , Sulfonas/sangre , Sulfonas/metabolismo
16.
Bioorg Med Chem Lett ; 28(14): 2432-2435, 2018 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-29929881

RESUMEN

Radiosynthesis and in vivo evaluation of [11C]4-[5-(4-methylphenyl)-3-(trifluoromethyl)-1H-pyrazol-1-yl]benzenesulfonamide (methoxy analogue of valdecoxib, [11C]MOV), a COX-2 inhibitor, was conducted in rat and baboon. Synthesis of the reference standard MOV (3), and its desmethyl precursor 2 for radiolabeling were performed using 1,2-diphenylethan-1-one as the starting material in five steps with 15% overall yield. Radiosynthesis of [11C]MOV was accomplished in 40 ±â€¯10% yield and >99% radiochemical purity by reacting the precursor 2 in dimethyl formamide (DMF) with [11C]CH3I followed by removal of the dimethoxytrityl (DMT) protective group using trifluroacetic acid. PET studies in anesthetized baboon showed very low uptake and homogeneous distribution of [11C]MOV in brain. The radioligand underwent rapid metabolism in baboon plasma. MicroPET studies in male Sprague Dawley rats revealed [11C]MOV binding in lower thorax. The tracer binding in rats was partially blocked in heart and duodenum by the administration of 1 mg/kg oral dose of COX-2 inhibitor valdecoxib.


Asunto(s)
Celecoxib/química , Inhibidores de la Ciclooxigenasa 2/química , Ciclooxigenasa 2/análisis , Ciclooxigenasa 2/metabolismo , Isoxazoles/química , Tomografía de Emisión de Positrones , Sulfonamidas/química , Animales , Encéfalo/efectos de los fármacos , Encéfalo/metabolismo , Radioisótopos de Carbono , Celecoxib/síntesis química , Celecoxib/farmacocinética , Inhibidores de la Ciclooxigenasa 2/síntesis química , Inhibidores de la Ciclooxigenasa 2/farmacocinética , Isoxazoles/síntesis química , Isoxazoles/farmacocinética , Masculino , Estructura Molecular , Papio , Ratas , Ratas Sprague-Dawley , Sulfonamidas/síntesis química , Sulfonamidas/farmacocinética
17.
Molecules ; 23(8)2018 Aug 02.
Artículo en Inglés | MEDLINE | ID: mdl-30072617

RESUMEN

COX-2 selective inhibitors (COXIBs) are non-steroidal anti-inflammatory drugs (NSAIDs), with fewer side effects compared with non-selective NSAIDs, and are used for the treatment of arthritis, headaches, and other inflammatory diseases of the brain and peripheral tissues. Radiolabeled COXIBs may permit positron emission tomography (PET) imaging of COX-2 localization and activity in diseases, enable monitoring of inflammatory processes, and determine target occupancy of COX-2 activity by NSAIDs, thus, accelerating the development of novel CIXIBs. We synthesized [11C]celecoxib, one of the COXIBs and a prescription drug, and here report its in vivo uptake in the brain, whole body biodistribution, and radiation dosimetry in baboons using PET. Brain imaging experiments were performed in one baboon and whole body PET scans were performed in triplicates in two male baboons using an ECAT ACCEL (Siemens Medical Solutions, Inc. Knoxville) under anesthetic conditions. PET studies in baboons show that [11C]celecoxib penetrates the blood brain barrier (BBB) and accumulates in the brain, followed by a washout of radioactivity. The liver has the highest residence time and the gallbladder is the critical organ for [11C]celecoxib. Organ Level Internal Dose Assessment (OLINDA) estimates indicate that the maximum permissible single study dosage of [11C]celecoxib in humans is 1110 MBq (30 mCi) for both males and females under the 21 CFR 361.1 dose limit for research subjects.


Asunto(s)
Encéfalo/diagnóstico por imagen , Radioisótopos de Carbono/química , Celecoxib/farmacocinética , Neuroimagen , Tomografía de Emisión de Positrones , Radiometría , Animales , Peso Corporal/efectos de los fármacos , Celecoxib/sangre , Celecoxib/química , Femenino , Ligandos , Imagen por Resonancia Magnética , Masculino , Metaboloma , Papio , Factores de Tiempo , Distribución Tisular/efectos de los fármacos
18.
Neuroimage ; 146: 121-131, 2017 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-27856316

RESUMEN

Binding potential (BPND) is a commonly used PET outcome measure because it can be estimated without blood sampling if a brain reference region (RR) devoid of the target of interest exists. For many radioligands, however, no RR exists, and the total distribution volume (VT), whose estimation requires arterial blood sampling, is normally considered as the outcome measure. Here, we present a method that allows calculation of BPND without requiring either blood samples or a RR. The method extends our previous algorithm for estimating non-displaceable distribution volumes (VND) without using a RR. Here we show that if a template input function, with arbitrary amplitude but a shape similar to the actual arterial input function, is used in the algorithm, estimation of VT and VND are both proportionally biased, and thus this bias cancels out in the estimation of BPND. The method is evaluated using simulated data, human data acquired with the serotonin 1A receptor radioligand [11C]WAY-100635, and blocking data acquired in baboons using the serotonin 1A receptor radioligand [11C]CUMI-101. We evaluated two versions of template input functions: an arbitrarily downscaled version of the actual arterial input function, and an unscaled population-based input function. In addition, we evaluated how shape modifications of the template input function impact the estimates of BPND. With the downscaled input function, BPND values close to the gold standard were obtained. When the unscaled population-based based input function was used, greater variability was observed but no discernable bias was introduced. When the input function shape was modified, a systematic but small bias in BPND was introduced. We conclude that, provided the shape of the arterial input function is adequately described, determination of its amplitude is not necessary for estimation of BPND.


Asunto(s)
Mapeo Encefálico , Encéfalo/metabolismo , Tomografía de Emisión de Positrones , Radiofármacos/sangre , Radiofármacos/farmacocinética , Animales , Radioisótopos de Carbono/sangre , Radioisótopos de Carbono/farmacocinética , Simulación por Computador , Humanos , Modelos Neurológicos , Papio , Piperazinas/farmacocinética , Piridinas/farmacocinética , Receptor de Serotonina 5-HT1A/metabolismo , Reproducibilidad de los Resultados
19.
Bioorg Med Chem Lett ; 27(1): 21-23, 2017 01 01.
Artículo en Inglés | MEDLINE | ID: mdl-27889455

RESUMEN

We recently reported the radiosynthesis and in vitro evaluation of [18F]-2-(4-bromo-2,5-dimethoxyphenyl)-N-(2-(2-fluoroethoxy)benzyl)ethanamine, ([18F]FECIMBI-36) or ([18F]1), an agonist radioligand for 5HT2A/2C receptors in postmortem samples of human brain. Herein we describe the in vivo evaluation of [18F]FECIMBI-36 in vervet/African green monkeys by PET imaging. PET images show that [18F]FECIMBI-36 penetrates the blood-brain barrier and a low retention of radioactivity is observed in monkey brain. Although the time activity curves indicate a somehow heterogeneous distribution of the radioligand in the brain, the low level of [18F]FECIMBI-36 in brain may limit the use of this tracer for quantification of 5-HT2A/2C receptors by PET.


Asunto(s)
Etilaminas/farmacología , Radioisótopos de Flúor/farmacología , Tomografía de Emisión de Positrones , Receptor de Serotonina 5-HT2A/metabolismo , Receptor de Serotonina 5-HT2C/metabolismo , Agonistas del Receptor de Serotonina 5-HT2/farmacología , Animales , Chlorocebus aethiops , Relación Dosis-Respuesta a Droga , Etilaminas/síntesis química , Etilaminas/química , Radioisótopos de Flúor/química , Humanos , Ligandos , Imagen por Resonancia Magnética , Masculino , Estructura Molecular , Agonistas del Receptor de Serotonina 5-HT2/síntesis química , Agonistas del Receptor de Serotonina 5-HT2/química , Relación Estructura-Actividad
20.
Neuroimage ; 108: 234-42, 2015 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-25542534

RESUMEN

Estimation of outcome measures in in vivo neuroreceptor mapping with positron emission tomography (PET) commonly depends on an assumption of uniform nondisplaceable binding throughout the brain. In many cases, this can be estimated based on data from a "reference region," an area of the brain devoid of the receptor of interest. However, often such a region does not exist, as there are some receptors everywhere throughout the brain. Erroneously designating a region as a "reference" can lead to biased estimation, and furthermore, if the level of specific binding in the purported reference region differs between comparison groups, the validity of resulting conclusions may be called into question. We present a method for estimation of all common PET outcome measures that can provide good estimates even when no reference region exists. Our aim is to use information from several regions simultaneously to estimate the information common to all regions. By not requiring specification (or validation) of a reference region, such an approach can provide an automated, objective approach for kinetic modeling of PET data. We illustrate the performance of these methods on simulated data, human [(11)C]WAY-100635 data, and [(11)C]CUMI-101 blocking data in baboons. We show close agreement between estimates obtained by using the proposed method (which does not require a reference region) and estimates based on either a reference region or a blocking study.


Asunto(s)
Encéfalo/diagnóstico por imagen , Procesamiento de Imagen Asistido por Computador/métodos , Neuroimagen/métodos , Tomografía de Emisión de Positrones/métodos , Animales , Humanos , Método de Montecarlo , Papio , Radiofármacos
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