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1.
Neuroimage ; 263: 119620, 2022 11.
Article in English | MEDLINE | ID: mdl-36087903

ABSTRACT

Molecular neuroimaging is today considered essential for evaluation of novel CNS drugs; it is used to quantify blood-brain barrier permeability, verify interaction with key target and determine the drug dose resulting in 50% occupancy, IC50. In spite of this, there has been limited data available to inform on how to optimize study designs. Through simulations, we here evaluate how IC50 estimation is affected by the (i) range of drug doses administered, (ii) number of subjects included, and (iii) level of noise in the plasma drug concentration measurements. Receptor occupancy is determined from PET distribution volumes using two different methods: the Lassen plot and Likelihood estimation of occupancy (LEO). We also introduce and evaluate a new likelihood-based estimator for direct estimation of IC50 from PET distribution volumes. For estimation of IC50, we find very limited added benefit in scanning individuals who are given drug doses corresponding to less than 40% receptor occupancy. In the range of typical PET sample sizes (5-20 subjects) each extra individual clearly reduces the error of the IC50 estimate. In all simulations, likelihood-based methods gave more precise IC50 estimates than the Lassen plot; four times the number of subjects were required for the Lassen plot to reach the same IC50 precision as LEO.


Subject(s)
Brain , Positron-Emission Tomography , Humans , Positron-Emission Tomography/methods , Likelihood Functions , Sample Size , Brain/diagnostic imaging , Neuroimaging
2.
Mov Disord ; 37(6): 1211-1221, 2022 06.
Article in English | MEDLINE | ID: mdl-35238430

ABSTRACT

BACKGROUND: De novo Parkinson's disease (PD) patients with apathy exhibit prominent limbic serotonergic dysfunction and microstructural disarray. Whether this distinctive lesion profile at diagnosis entails different prognosis remains unknown. OBJECTIVES: To investigate the progression of dopaminergic and serotonergic dysfunction and their relation to motor and nonmotor impairment in PD patients with or without apathy at diagnosis. METHODS: Thirteen de novo apathetic and 13 nonapathetic PD patients were recruited in a longitudinal double-tracer positron emission tomography cohort study. We quantified the progression of presynaptic dopaminergic and serotonergic pathology using [11 C]PE2I for dopamine transporter and [11 C]DASB for serotonin transporter at baseline and 3 to 5 years later, using linear mixed-effect models and mediation analysis to compare the longitudinal evolution between groups for clinical impairment and region-of-interest-based analysis. RESULTS: After the initiation of dopamine replacement therapy, apathy, depression, and anxiety improved at follow-up in patients with apathy at diagnosis (n = 10) to the level of patients without apathy (n = 11). Patients had similar progression of motor impairment, whereas mild impulsive behaviors developed in both groups. Striato-pallidal and mesocorticolimbic presynaptic dopaminergic loss progressed similarly in both groups, as did serotonergic pathology in the putamen, caudate nucleus, and pallidum. Contrastingly, serotonergic innervation selectively increased in the ventral striatum and anterior cingulate cortex in apathetic patients, contributing to the reversal of apathy besides dopamine replacement therapy. CONCLUSION: Patients suffering from apathy at diagnosis exhibit compensatory changes in limbic serotonergic innervation within 5 years of diagnosis, with promising evidence that serotonergic plasticity contributes to the reversal of apathy. The relationship between serotonergic plasticity and dopaminergic treatments warrants further longitudinal investigations. © 2022 International Parkinson and Movement Disorder Society.


Subject(s)
Apathy , Parkinson Disease , Cohort Studies , Dopamine , Humans , Parkinson Disease/complications , Parkinson Disease/diagnostic imaging , Positron-Emission Tomography/methods
3.
Int J Clin Exp Pathol ; 12(4): 1457-1467, 2019.
Article in English | MEDLINE | ID: mdl-31933963

ABSTRACT

Primary central nervous system lymphoma (PCNSL) has been immunohistochemically classified into two subtypes, germinal center (GC) B-cell and non-GC B-cell, but the prognostic impact of these subtypes remains debated. We investigated clinical features and prognostic significance of immunohistochemical subtypes that were identified by expression patterns of three B-cell differentiation markers in PCNSL. We also analyzed a factor related to responsiveness to high-dose methotrexate (HD-MTX) chemotherapy. Tumors from 32 PCNSL patients were immunohistochemically evaluated for expression of cluster of differentiation (CD) 10, B-cell lymphoma-6 (BCL-6), and multiple myeloma oncogene-1 (MUM-1) and classified into subtypes according to the expression patterns of these markers. Clinical features and prognostic outcome of these subtypes were investigated. Twenty-three patients were treated with HD-MTX-based chemotherapy followed by whole-brain radiation therapy (WBRT), and nine were treated with WBRT alone. Three immunohistochemical subtypes were identified, including A-type expressing CD10, BCL-6, and MUM-1 (12 patients), B-type expressing BCL-6 and MUM-1 (12 patients) and C-type expressing MUM-1 only (8 patients). Response rate in the HD-MTX therapy group was 57.1% (4/7) in A-type, 87.5% (7/8) in B-type, and 75% (6/8) in C-type. C-type with the lowest metabolic activity showed significantly longer overall survival than A-type with the higher uptake of methionine (71.6 versus 39.6 months) (P<0.05). Immunohistochemical identification of PCNSL based on the B-cell differentiation stage revealed three types of tumors, showing different metabolic activity and survival time. Refined immunohistochemical classification of PCNSL subtypes may become a useful tool for predicting more accurate prognosis and accessing sensitivity to HD-MTX therapy.

4.
Radiat Oncol ; 13(1): 4, 2018 Jan 11.
Article in English | MEDLINE | ID: mdl-29325590

ABSTRACT

BACKGROUND: We evaluated dynamic changes in 18F-borono-L-phenylalanine (18F-BPA) uptake in unresectable, advanced, or recurrent squamous cell carcinoma of the head and neck (SCC) and malignant melanoma (MM) during boron neutron capture therapy (BNCT) patient selection. METHODS: Dynamic changes in the maximum standardized uptake value (SUVmax), tumor-to-normal tissue ratio (TNR), and tumor-to-blood pool ratio (TBR) for 18F-BPA were evaluated in 20 patients with SCC and 8 patients with MM. RESULTS: SUVmax in SCC tumors decreased significantly from 30 to 120 min. There was a non-statistically significant decrease in SUVmax for SCC tumors from 30 to 60 min and from 60 to 120 min. Patients with MM had nonsignificant SUVmax changes in 18F-BPA uptake on delayed imaging. Nonsignificant 18F-BPA TNR and TBR changes were seen in patients with SCC and MM. CONCLUSIONS: Dynamic changes in SUVmax for 18F-BPA uptake had a washout pattern in SCC and a persistent pattern in MM. Dynamic 18F-BPA -PET studies should be performed to investigate the pharmacokinetics of 18F-BPA in humans and select appropriate candidates who may benefit from BNCT.


Subject(s)
Boron Neutron Capture Therapy , Carcinoma, Squamous Cell/diagnostic imaging , Head and Neck Neoplasms/diagnostic imaging , Melanoma/diagnostic imaging , Patient Selection , Radiopharmaceuticals/pharmacokinetics , Adolescent , Adult , Aged , Aged, 80 and over , Boranes/pharmacokinetics , Carcinoma, Squamous Cell/radiotherapy , Female , Fluorine Radioisotopes/pharmacokinetics , Head and Neck Neoplasms/radiotherapy , Humans , Male , Melanoma/radiotherapy , Middle Aged , Phenylalanine/analogs & derivatives , Phenylalanine/pharmacokinetics , Positron Emission Tomography Computed Tomography/methods , Squamous Cell Carcinoma of Head and Neck , Young Adult
5.
J Nucl Med ; 56(5): 707-13, 2015 May.
Article in English | MEDLINE | ID: mdl-25840980

ABSTRACT

UNLABELLED: Neuroinflammation plays a significant role in Alzheimer disease (AD), and translocator protein (TSPO) PET imaging allows us to quantify this process. However, the binding of second-generation TSPO tracers depends on the TSPO genotype coded by the rs6971 single-nucleotide polymorphism, with a 40%-50% increase in BP in high-affinity binders (HABs) compared with mixed-affinity binders (MABs), whereas low-affinity binders (LABs) are unsuitable for evaluation. Hence, several studies are using either HAB alone or HAB and MAB subjects. To translate the findings of neuroinflammation studies to the entire population, it is crucial to establish the influence of TSPO genotypes on AD. Here, we investigated whether different TSPO genotypes influence cognitive function, amyloid load, and disease progression over time. METHODS: We evaluated 798 subjects (225 control, 388 with mild cognitive impairment [MCI], and 185 with AD) from the Alzheimer's Disease Neuroimaging Initiative database at baseline and during follow-up. All subjects were screened for TSPO genotype and underwent detailed clinical and neuropsychologic assessments yearly for 4 y. Of the 798 subjects, 255 also had T1- and T2-weighted MR imaging and amyloid PET with (11)C-Pittsburgh compound B or (18)F-florbetapir. RESULTS: We demonstrated that all TSPO binding groups (HAB, MAB, and LAB) have same level of amyloid load in AD and MCI subjects. We also demonstrated that the prevalence is 50.3% for HAB, 41.2% for MAB, and 8.5% for LAB, without a statistical difference among the AD, MCI, and control groups. During longitudinal follow-up, the mean change in neuropsychometric test scores on the Mini-Mental State Examination, the cognitive and modified Alzheimer Disease Assessment Scales (ADASs), and the Geriatric Depression Scale over time were similar in AD and MCI subjects among the 3 TSPO binding groups. Analysis of the covariates showed that diagnostic group (control, MCI, AD), apolipoprotein E4 status, and sex had a significant effect on decline on the modified Alzheimer Disease Assessment Scale (>3 points of the scale), but age and TSPO genotype did not. CONCLUSION: This study suggests that information obtained from evaluating a subgroup of AD or MCI subject using second-generation TSPO tracers can be translated to the entire AD and MCI population. Thus, we can study fewer AD subjects in evaluating new antineuroinflammatory and antimicroglial agents in intervention studies and in observational studies evaluating the role of neuroinflammation.


Subject(s)
Alzheimer Disease/genetics , Alzheimer Disease/metabolism , Genotype , Receptors, GABA/genetics , Receptors, GABA/metabolism , Aged , Alzheimer Disease/diagnostic imaging , Cognitive Dysfunction/diagnostic imaging , Cognitive Dysfunction/genetics , Cognitive Dysfunction/metabolism , Cohort Studies , Female , Humans , Inflammation/diagnostic imaging , Inflammation/genetics , Inflammation/metabolism , Longitudinal Studies , Male , Polymorphism, Single Nucleotide , Positron-Emission Tomography , Protein Binding
6.
Br J Pharmacol ; 171(5): 1241-9, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24670146

ABSTRACT

BACKGROUND AND PURPOSE: This study aimed to investigate the relationship between the plasma concentration (PK) of the novel histamine H3 receptor antagonist, GSK239512, and the brain occupancy of H(3) receptors (RO) in healthy human volunteers. EXPERIMENTAL APPROACH: PET scans were obtained after i.v. administration of the H(3) -specific radioligand [(11) C]GSK189254. Each subject was scanned before and after single oral doses of GSK239512, at 4 and 24 h after dose. PET data were analysed by compartmental analysis, and regional RO estimates were obtained by graphical analysis of changes in the total volumes of distribution of the radioligand, followed by a correction for occupancy by the high affinity radioligand. The PK/RO relationship was analysed by a population-modelling approach, using the average PK of GSK239512 during each scan. KEY RESULTS: Following administration of GSK239512, there was a reduction in the brain uptake of [(11) C]GSK189254 in all regions, including cerebellum. RO at 4 h was higher than at 24 h, and the PK/RO model estimated a PK associated with 50% of RO of 0.0068 ng·mL(-1) . This corresponds to a free concentration of 4.50 × 10(-12 ) M (pK = 11.3). CONCLUSIONS AND IMPLICATIONS: The affinity of GSK239512 for brain H3 receptors in humans in vivo is much higher than that expected from studies in vitro, and higher than that observed in PET studies in pigs. The study illustrates the utility of carrying out PET studies in humans early in drug development, providing accurate quantification of GSK239512 RO in vivo as a function of time and dose.


Subject(s)
Benzazepines/pharmacokinetics , Brain/metabolism , Histamine Antagonists/pharmacokinetics , Niacinamide/analogs & derivatives , Receptors, Histamine H3/metabolism , Adult , Benzazepines/blood , Brain/diagnostic imaging , Histamine Antagonists/blood , Humans , Male , Middle Aged , Niacinamide/blood , Niacinamide/pharmacokinetics , Positron-Emission Tomography , Radiopharmaceuticals/blood , Radiopharmaceuticals/pharmacokinetics
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