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2.
Transl Oncol ; 37: 101767, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-37657154

RESUMO

BACKGROUND: FDG PET/CT is a tool for assessing response to therapy in various cancers, and may provide an earlier biomarker of clinical response. We developed a novel semi-automated approach for analyzing FDG PET/CT images in patients with multiple myeloma (MM) to standardize FDG PET application. METHODS: Patients (n = 8) with relapsed/refractory MM from the Phase 2 study (NCT02899052) of venetoclax plus carfilzomib and dexamethasone underwent FDG PET/CT at baseline and up to two timepoints during treatment. Images were processed using an established automated segmentation algorithm, with the modification that a red marrow region in an unaffected lumbar vertebra was used to define background standardized uptake value normalized to lean body mass (SUL) threshold above which uptake was considered disease-specific uptake. This approach was compared to lesion segmentation, and to International Myeloma Working Group (IMWG) response criteria, including minimal residual disease (MRD). RESULTS: The two FDG PET analysis techniques agreed on evaluation of patient-level SULpeak for 67% of scans. In the metabolic response assessment per PET Response Criteria in Solid Tumors (PERCIST), the two techniques agreed in 75% of patients. Differences between techniques occurred in low-uptake lesions due to greater reader sensitivity to lesions with uptake marginally above background. PERCIST outcomes were generally in agreement with IMWC and MRD. CONCLUSIONS: This semi-automated analysis was in high agreement with standard approaches for detecting response to MM therapy. This proof-of-concept study suggests that larger studies should be conducted to confirm how FDG PET analysis may aid early response detection in MM.

3.
Patterns (N Y) ; 4(6): 100741, 2023 Jun 09.
Artigo em Inglês | MEDLINE | ID: mdl-37409055

RESUMO

High-dimensional data analysis starts with projecting the data to low dimensions to visualize and understand the underlying data structure. Several methods have been developed for dimensionality reduction, but they are limited to cross-sectional datasets. The recently proposed Aligned-UMAP, an extension of the uniform manifold approximation and projection (UMAP) algorithm, can visualize high-dimensional longitudinal datasets. We demonstrated its utility for researchers to identify exciting patterns and trajectories within enormous datasets in biological sciences. We found that the algorithm parameters also play a crucial role and must be tuned carefully to utilize the algorithm's potential fully. We also discussed key points to remember and directions for future extensions of Aligned-UMAP. Further, we made our code open source to enhance the reproducibility and applicability of our work. We believe our benchmarking study becomes more important as more and more high-dimensional longitudinal data in biomedical research become available.

4.
JAMA Netw Open ; 4(9): e2125584, 2021 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-34559230

RESUMO

Importance: Histone deacetylase inhibitors have been repeatedly shown to elevate progranulin levels in preclinical models. This report describes the first randomized clinical trial of a histone deacetylase inhibitor in frontotemporal dementia (FTD) resulting from progranulin (GRN) gene variations. Objective: To characterize the safety, tolerability, plasma pharmacokinetics, and pharmacodynamic effects of oral FRM-0334 on plasma progranulin and other exploratory biomarkers, including fluorodeoxyglucose (FDG)-positron emission tomography (PET), in individuals with GRN haploinsufficiency. Design, Setting, and Participants: In this randomized, double-blind, placebo-controlled, dose-escalating, phase 2a safety, tolerability, and pharmacodynamic clinical study, 2 doses of a histone deacetylase inhibitor (FRM-0334) were administered to participants with prodromal to moderate FTD with granulin variations. Participants were recruited from January 13, 2015, to April 13, 2016. The study included 27 participants with prodromal (n = 8) or mild-to-moderate symptoms of FTD (n = 19) and heterozygous pathogenic variations in GRN and was conducted at multiple centers in North America, the UK, and the European Union. Data were analyzed from June 9, 2019, to May 13, 2021. Interventions: Daily oral placebo (n = 5), 300 mg of FRM-0334 (n = 11), or 500 mg of FRM-0334 (n = 11) was administered for 28 days. Main Outcomes and Measures: Primary outcomes were safety and tolerability of FRM-0334 and its peripheral pharmacodynamic effect on plasma progranulin. Secondary outcomes were the plasma pharmacokinetic profile of FRM-0334 and its pharmacodynamic effect on cerebrospinal fluid progranulin. Exploratory outcomes were FDG-PET, FTD clinical severity, and cerebrospinal fluid biomarkers (neurofilament light chain [NfL], amyloid ß 1-42, phosphorylated tau 181, and total tau [t-tau]). Results: A total of 27 participants (mean [SD] age, 56.6 [10.5] years; 16 women [59.3%]; 26 White participants [96.3%]) with GRN variations were randomized and completed treatment. FRM-0334 was safe and well tolerated but did not affect plasma progranulin (4.3 pg/mL per day change after treatment; 95% CI, -10.1 to 18.8 pg/mL; P = .56), cerebrospinal fluid progranulin (0.42 pg/mL per day; 95% CI, -0.12 to 0.95 pg/mL; P = .13), or exploratory pharmacodynamic measures. Plasma FRM-0334 exposure did not increase proportionally with dose. Brain FDG-PET data were available in 26 of 27 randomized participants. In a cross-sectional analysis of 26 individuals, bifrontal cortical FDG hypometabolism was associated with worse Clinical Dementia Rating (CDR) plus National Alzheimer's Coordinating Center frontotemporal lobar degeneration sum of boxes score (b = -3.6 × 10-2 standardized uptake value ratio [SUVR] units/CDR units; 95% CI, -4.9 × 10-2 to -2.2 × 10-2; P < .001), high cerebrospinal fluid NfL (b = -9.2 × 10-5 SUVR units/pg NfL/mL; 95% CI, -1.3 × 10-4 to -5.6 × 10-5; P < .001), and high CSF t-tau (-7.2 × 10-4 SUVR units/pg t-tau/mL; 95% CI, -1.4 × 10-3 to -9.5 × 10-5; P = .03). Conclusions and Relevance: In this randomized clinical trial, the current formulation of FRM-0334 did not elevate PRGN levels, which could reflect a lack of efficacy at attained exposures, low bioavailability, or some combination of the 2 factors. Bifrontal FDG-PET is a sensitive measure of symptomatic GRN haploinsufficiency. International multicenter clinical trials of FTD-GRN are feasible. Trial Registration: ClinicalTrials.gov Identifier: NCT02149160.


Assuntos
Demência Frontotemporal/tratamento farmacológico , Demência Frontotemporal/genética , Haploinsuficiência/efeitos dos fármacos , Inibidores de Histona Desacetilases/uso terapêutico , Compostos Orgânicos/uso terapêutico , Progranulinas/metabolismo , Adulto , Idoso , Disponibilidade Biológica , Feminino , Demência Frontotemporal/metabolismo , Inibidores de Histona Desacetilases/efeitos adversos , Inibidores de Histona Desacetilases/farmacocinética , Humanos , Masculino , Pessoa de Meia-Idade , Compostos Orgânicos/efeitos adversos , Compostos Orgânicos/farmacocinética , Progranulinas/genética
5.
J Transl Med ; 18(1): 309, 2020 08 08.
Artigo em Inglês | MEDLINE | ID: mdl-32771027

RESUMO

BACKGROUND: The intrathecal (IT) dosing route introduces drugs directly into the CSF to bypass the blood-brain barrier and gain direct access to the CNS. We evaluated the use of convective forces acting on the cerebrospinal fluid as a means for increasing rostral delivery of IT dosed radioactive tracer molecules and antisense oligonucleotides (ASO) in the monkey CNS. We also measured the cerebral spinal fluid (CSF) volume in a group of cynomolgus monkeys. METHODS: There are three studies presented, in each of which cynomolgus monkeys were injected into the IT space with radioactive tracer molecules and/or ASO by lumbar puncture in either a low or high volume. The first study used the radioactive tracer 64Cu-DOTA and PET imaging to evaluate the effect of the convective forces. The second study combined the injection of the radioactive tracer 99mTc-DTPA and ASO, then used SPECT imaging and ex vivo tissue analysis of the effects of convective forces to bridge between the tracer and the ASO distributions. The third experiment evaluated the effects of different injection volumes on the distribution of an ASO. In the course of performing these studies we also measured the CSF volume in the subject monkeys by Magnetic Resonance Imaging. RESULTS: It was consistently found that larger bolus dose volumes produced greater rostral distribution along the neuraxis. Thoracic percussive treatment also increased rostral distribution of low volume injections. There was little added benefit on distribution by combining the thoracic percussive treatment with the high-volume injection. The CSF volume of the monkeys was found to be 11.9 ± 1.6 cm3. CONCLUSIONS: These results indicate that increasing convective forces after IT injection increases distribution of molecules up the neuraxis. In particular, the use of high IT injection volumes will be useful to increase rostral CNS distribution of therapeutic ASOs for CNS diseases in the clinic.


Assuntos
Sistema Nervoso Central , Oligonucleotídeos Antissenso , Animais , Barreira Hematoencefálica , Injeções Espinhais , Macaca fascicularis
6.
Alzheimers Dement (Amst) ; 12(1): e12030, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32355870

RESUMO

INTRODUCTION: Cerebrospinal fluid (CSF) molecular exchange with brain interstitial fluid (ISF) and periphery is implicated in neurological disorders but needs better quantitative clinical assessment approaches. METHODS: Following intrathecal (ITH) dosing via lumbar puncture, Technetium-99 m (99mTc-) diethylenetriaminepentaacetic acid (DTPA) imaging was used to quantify neuraxial spread, CSF-brain molecular exchange, and CSF-peripheral clearance in 15 normal human volunteers. The effect of experimental convection manipulation on these processes was also assessed. RESULTS: Rostral cranial 99mTc-DTPA exposures were influenced by the volume of artificial CSF in the formulation. Signal translocation to the cranial cisterns and the brain parenchyma was observable by 3 hours. 99mTc-DTPA penetrated cortical ISF but showed lower signal in deeper structures. Urinary 99mTc-DTPA signal elimination was accelerated by higher formulation volumes and mechanical convection. DISCUSSION: Widely used for detecting CSF leaks, ITH 99mTc-DTPA imaging can also become a useful clinical biomarker for measuring molecular exchange physiology between the CSF, brain, and periphery.

7.
J Parkinsons Dis ; 10(2): 471-480, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32116262

RESUMO

BACKGROUND: There is a need for reliable and robust Parkinson's disease biomarkers that reflect severity and are sensitive to disease modifying investigational therapeutics. OBJECTIVE: To demonstrate the utility of EEG as a reliable, quantitative biomarker with potential as a pharmacodynamic endpoint for use in clinical assessments of neuroprotective therapeutics for Parkison's disease. METHODS: A multi modal study was performed including aquisition of resting state EEG data and dopamine transporter PET imaging from Parkinson's disease patients off medication and compared against age-matched controls. RESULTS: Qualitative and test/retest analysis of the EEG data demonstrated the reliability of the methods. Source localization using low resolution brain electromagnetic tomography identified significant differences in Parkinson's patients versus control subjects in the anterior cingulate and temporal lobe, areas with established association to Parkinson's disease pathology. Changes in cortico-cortical and cortico-thalamic coupling were observed as excessive EEG beta coherence in Parkinson's disease patients, and correlated with UPDRS scores and dopamine transporter activity, supporting the potential for cortical EEG coherence to serve as a reliable measure of disease severity. Using machine learning approaches, an EEG discriminant function analysis classifier was identified that parallels the loss of dopamine synapses as measured by dopamine transporter PET. CONCLUSION: Our results support the utility of EEG in characterizing alterations in neurophysiological oscillatory activity associated with Parkinson's disease and highlight potential as a reliable method for monitoring disease progression and as a pharmacodynamic endpoint for Parkinson's disease modification therapy.


Assuntos
Ritmo beta , Biomarcadores , Sincronização de Fases em Eletroencefalografia , Eletroencefalografia/normas , Avaliação de Resultados em Cuidados de Saúde/normas , Doença de Parkinson/diagnóstico , Idoso , Ritmo beta/fisiologia , Proteínas da Membrana Plasmática de Transporte de Dopamina , Eletroencefalografia/métodos , Sincronização de Fases em Eletroencefalografia/fisiologia , Feminino , Humanos , Aprendizado de Máquina , Masculino , Pessoa de Meia-Idade , Doença de Parkinson/tratamento farmacológico , Doença de Parkinson/fisiopatologia , Tomografia por Emissão de Pósitrons
8.
JCI Insight ; 4(20)2019 10 17.
Artigo em Inglês | MEDLINE | ID: mdl-31619586

RESUMO

Intrathecal (IT) delivery and pharmacology of antisense oligonucleotides (ASOs) for the CNS have been successfully developed to treat spinal muscular atrophy. However, ASO pharmacokinetic (PK) and pharmacodynamic (PD) properties remain poorly understood in the IT compartment. We applied multimodal imaging techniques to elucidate the IT PK and PD of unlabeled, radioactively labeled, or fluorescently labeled ASOs targeting ubiquitously expressed or neuron-specific RNAs. Following lumbar IT bolus injection in rats, all ASOs spread rostrally along the neuraxis, adhered to meninges, and were partially cleared to peripheral lymph nodes and kidneys. Rapid association with the pia and arterial walls preceded passage of ASOs across the glia limitans, along arterial intramural basement membranes, and along white-matter axonal bundles. Several neuronal and glial cell types accumulated ASOs over time, with evidence of probable glial accumulation preceding neuronal uptake. IT doses of anti-GluR1 and anti-Gabra1 ASOs markedly reduced the mRNA and protein levels of their respective neurotransmitter receptor protein targets by 2 weeks and anti-Gabra1 ASOs also reduced binding of the GABAA receptor PET ligand 18F-flumazenil in the brain over 4 weeks. Our multimodal imaging approaches elucidate multiple transport routes underlying the CNS distribution, clearance, and efficacy of IT-dosed ASOs.


Assuntos
Encéfalo/metabolismo , Antagonistas de Receptores de GABA-A/farmacocinética , Atrofia Muscular Espinal/tratamento farmacológico , Oligonucleotídeos Antissenso/farmacocinética , Animais , Artérias/diagnóstico por imagem , Artérias/metabolismo , Encéfalo/irrigação sanguínea , Encéfalo/citologia , Encéfalo/diagnóstico por imagem , Flumazenil/administração & dosagem , Flumazenil/análogos & derivados , Antagonistas de Receptores de GABA-A/administração & dosagem , Técnicas de Silenciamento de Genes , Humanos , Injeções Espinhais , Microscopia Intravital , Masculino , Terapia de Alvo Molecular/métodos , Neuroglia/metabolismo , Neurônios/metabolismo , Oligonucleotídeos Antissenso/administração & dosagem , Pia-Máter/diagnóstico por imagem , Pia-Máter/metabolismo , RNA Mensageiro/análise , RNA Mensageiro/genética , Ratos , Receptores de AMPA/análise , Receptores de AMPA/antagonistas & inibidores , Receptores de AMPA/genética , Receptores de GABA-A/análise , Receptores de GABA-A/genética , Tomografia Computadorizada com Tomografia Computadorizada de Emissão de Fóton Único , Análise Espaço-Temporal , Tionucleotídeos/administração & dosagem , Tionucleotídeos/farmacocinética , Distribuição Tecidual
9.
CNS Neurosci Ther ; 25(6): 697-703, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-30756475

RESUMO

AIM: To examine whether the velocity of saccadic eye movements in internuclear ophthalmoparesis (INO) improves with fampridine treatment in patients with multiple sclerosis (MS). METHODS: Randomized, double-blind, placebo-controlled, cross-over trial with fampridine in patients with MS and INO. Horizontal saccades were recorded at baseline and at multiple time points post-dose. Main outcome measures were the change of peak velocity versional dysconjugacy index (PV-VDI) and first-pass amplitude VDI (FPA-VDI). Both parameters were compared between fampridine and placebo using a mixed model analysis of variance taking patients as their own control. Pharmacokinetics was determined by serial blood sampling. RESULTS: Thirteen patients had a bilateral and 10 had a unilateral INO. One patient had an INO of abduction (posterior INO of Lutz) and was excluded. Fampridine significantly reduced both PV-VDI (-17.4%, 95% CI: -22.4%, -12.1%; P < 0.0001) and FPA-VDI (-12.5%, 95% CI: -18.9%, -5.5%; P < 0.01). Pharmacokinetics demonstrated that testing coincided with the average tmax at 2.08 hours (SD 45 minutes). The main adverse event reported after administration of fampridine was dizziness (61%). CONCLUSION: Fampridine improves saccadic eye movements due to INO in MS. Treatment response to fampridine may gauge patient selection for inclusion to remyelination strategies in MS using saccadic eye movements as primary outcome measure.


Assuntos
4-Aminopiridina/uso terapêutico , Esclerose Múltipla/complicações , Oftalmoplegia/tratamento farmacológico , Bloqueadores dos Canais de Potássio/uso terapêutico , 4-Aminopiridina/sangue , 4-Aminopiridina/farmacocinética , Adulto , Idoso , Estudos Cross-Over , Método Duplo-Cego , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Esclerose Múltipla/sangue , Esclerose Múltipla/tratamento farmacológico , Oftalmoplegia/sangue , Oftalmoplegia/etiologia , Bloqueadores dos Canais de Potássio/sangue , Bloqueadores dos Canais de Potássio/farmacocinética , Movimentos Sacádicos/efeitos dos fármacos , Resultado do Tratamento
10.
Contrast Media Mol Imaging ; 2018: 6508724, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30538613

RESUMO

Atherosclerosis-related morbidity and mortality remain a global concern. Atherosclerotic disease follows a slow and silent progression, and the transition from early-stage lesions to vulnerable plaques remains difficult to diagnose. Inflammation is a key component of the development of atherosclerotic plaque and consequent life-threatening complications. This study assessed 111In-DANBIRT as an in vivo, noninvasive SPECT/CT imaging probe targeting an inflammatory marker, Lymphocyte Function Associated Antigen-1 (LFA-1), in atherosclerotic plaques. Methods. Selective binding of 111In-DANBIRT was assessed using Sprague-Dawley rats exposed to filtered air and ozone (1 ppm) by inhalation for 4 hours to induce a circulating leukocytosis and neutrophilia in peripheral blood. After 24 hours, whole blood was collected and incubated with radiolabeled DANBIRT (68Ga-DANBIRT and 111In-DANBIRT). Isolated cell component smeared slides using cytospin technique were stained with Wright-Giemsa stain. Apolipoprotein E-deficient (apoE-/-) mice were fed either a normal diet or a high-fat diet (HFD) for 8 weeks. Longitudinal SPECT/CT imaging was performed 3 hours after administration at baseline, 4, and 8 weeks of HFD diet, followed by tissue harvesting for biodistribution, serum lipid analysis, and histology. 3D autoradiography was performed in both groups 24 hours after administration of 111In-DANBIRT. Results. Increased specific uptake of radiolabeled DANBIRT by neutrophils in the ozone-exposed group was evidenced by the acute immune response due to 4-hour ozone exposure. Molecular imaging performed at 3 hours using SPECT/CT imaging evidenced an exponential longitudinal increase in 111In-DANBIRT uptake in atherosclerosis lesions in HFD-fed mice compared to normal-diet-fed mice. Such results were consistent with increased immune response to vascular injury in cardiovascular and also immune tissues, correlated by 24 hours after administration of 3D autoradiography. Histologic analysis confirmed atherosclerotic disease progression with an increased vascular lesion area in HFD-fed mice compared to normal-diet-fed mice. Conclusion. 111In-DANBIRT is a promising molecular imaging probe to assess inflammation in evolving atheroma and atherosclerotic plaque.


Assuntos
Aterosclerose/patologia , Radioisótopos de Índio , Inflamação/diagnóstico por imagem , Placa Aterosclerótica/diagnóstico por imagem , Tomografia Computadorizada com Tomografia Computadorizada de Emissão de Fóton Único/métodos , Animais , Antígeno-1 Associado à Função Linfocitária/metabolismo , Imagem Molecular/métodos , Neutrófilos/imunologia , Neutrófilos/metabolismo , Ozônio/farmacologia , Ligação Proteica , Compostos Radiofarmacêuticos , Ratos , Ratos Sprague-Dawley
11.
J Neuroimaging ; 28(5): 496-505, 2018 09.
Artigo em Inglês | MEDLINE | ID: mdl-29727504

RESUMO

BACKGROUND AND PURPOSE: Neuroinflammation has been implicated in the pathophysiology of Parkinson's disease (PD), which might be influenced by successful neuroprotective drugs. The uptake of [11 C](R)-PK11195 (PK) is often considered to be a proxy for neuroinflammation, and can be quantified using the Logan graphical method with an image-derived blood input function, or the Logan reference tissue model using automated reference region extraction. The purposes of this study were (1) to assess whether these noninvasive image analysis methods can discriminate between patients with PD and healthy volunteers (HVs), and (2) to establish the effect size that would be required to distinguish true drug-induced changes from system variance in longitudinal trials. METHODS: The sample consisted of 20 participants with PD and 19 HVs. Two independent teams analyzed the data to compare the volume of distribution calculated using image-derived input functions (IDIFs), and binding potentials calculated using the Logan reference region model. RESULTS: With all methods, the higher signal-to-background in patients resulted in lower variability and better repeatability than in controls. We were able to use noninvasive techniques showing significantly increased uptake of PK in multiple brain regions of participants with PD compared to HVs. CONCLUSION: Although not necessarily reflecting absolute values, these noninvasive image analysis methods can discriminate between PD patients and HVs. We see a difference of 24% in the substantia nigra between PD and HV with a repeatability coefficient of 13%, showing that it will be possible to estimate responses in longitudinal, within subject trials of novel neuroprotective drugs.


Assuntos
Encéfalo/diagnóstico por imagem , Microglia/metabolismo , Doença de Parkinson/diagnóstico por imagem , Adulto , Idoso , Encéfalo/metabolismo , Feminino , Humanos , Isoquinolinas , Masculino , Pessoa de Meia-Idade , Doença de Parkinson/metabolismo , Tomografia por Emissão de Pósitrons/métodos
12.
J Nucl Med ; 59(9): 1461-1466, 2018 09.
Artigo em Inglês | MEDLINE | ID: mdl-29728518

RESUMO

In vitro properties of antibody-drug conjugates (ADCs) such as binding, internalization, and cytotoxicity are often well characterized before in vivo studies. Interpretation of in vivo studies might be significantly enhanced by molecular imaging tools. We present here a dual-isotope cryoimaging quantitative autoradiography (CIQA) methodology combined with advanced 3-dimensional imaging and analysis allowing for the simultaneous study of both antibody and payload distribution in tissues of interest in a preclinical setting. Methods: TAK-264, an investigational ADC targeting anti-guanylyl cyclase C (GCC), was synthesized using tritiated monomethyl auristatin E. The tritiated ADC was then conjugated to diethylenetriaminepentaacetic acid, labeled with 111In, and evaluated in vivo in animals bearing GCC-positive and GCC-negative tumors. Results: CIQA revealed the time course of drug release from ADC and its distribution into various tumor regions that are less accessible to the antibody. For GCC-positive tumors, a representative section obtained 96 h after tracer injection showed only 0.8% of the voxels to have colocalized signal, versus over 15% of the voxels for a GCC-negative tumor section, suggesting successful and specific cleaving of the toxin in the GCC-positive lesions. Conclusion: The combination of a veteran established autoradiography technology with advanced image analysis methodologies affords an experimental tool that can support detailed characterization of ADC tumor penetration and pharmacokinetics.


Assuntos
Anticorpos Monoclonais/química , Anticorpos Monoclonais/farmacocinética , Radioisótopos de Índio , Tomografia Computadorizada com Tomografia Computadorizada de Emissão de Fóton Único/métodos , Animais , Anticorpos Monoclonais Humanizados , Autorradiografia , Linhagem Celular Tumoral , Feminino , Células HEK293 , Humanos , Imageamento Tridimensional , Cinética , Camundongos , Ácido Pentético/química , Radioquímica
13.
J Bone Miner Res ; 32(12): 2489-2499, 2017 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-28782882

RESUMO

Fibrodysplasia ossificans progressiva (FOP) is a rare autosomal dominant disorder that is characterized by episodic yet cumulative heterotopic ossification (HO) in skeletal muscles, tendons, and ligaments over a patient's lifetime. FOP is caused by missense mutations in the type I bone morphogenetic protein (BMP) receptor ACVR1. We have determined that the formation of heterotopic bone in FOP requires activation of mutant ACVR1 by Activin A, in part by showing that prophylactic inhibition of Activin A blocks HO in a mouse model of FOP. Here we piece together a natural history of developing HO lesions in mouse FOP, and determine where in the continuum of HO Activin A is required, using imaging (T2-MRI, µCT, 18 F-NaF PET/CT, histology) coupled with pharmacologic inhibition of Activin A at different times during the progression of HO. First, we show that expansion of HO lesions comes about through growth and fusion of independent HO events. These events tend to arise within a neighborhood of existing lesions, indicating that already formed HO likely triggers the formation of new events. The process of heterotopic bone expansion appears to be dependent on Activin A because inhibition of this ligand suppresses the growth of nascent HO lesions and stops the emergence of new HO events. Therefore, our results reveal that Activin A is required at least up to the point when nascent HO lesions mineralize and further demonstrate the therapeutic utility of Activin A inhibition in FOP. These results provide evidence for a model where HO is triggered by inflammation but becomes "self-propagating" by a process that requires Activin A. © 2017 The Authors. Journal of Bone and Mineral Research Published by Wiley Periodicals Inc.


Assuntos
Ativinas/metabolismo , Miosite Ossificante/patologia , Ossificação Heterotópica/patologia , Animais , Imageamento por Ressonância Magnética , Camundongos , Miosite Ossificante/diagnóstico por imagem , Ossificação Heterotópica/diagnóstico por imagem , Microtomografia por Raio-X
14.
Am J Nucl Med Mol Imaging ; 7(2): 53-62, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28533937

RESUMO

This prospective pilot study provides a dynamic whole body PET/MR image database, clinical safety, biodistribution profile and dosimetry of 68Ga-DOTATOC in healthy subjects, to establish a baseline and standard reference for its use in diagnosis and treatment response evaluation among patients with somatostatin receptor expressing neoplastic diseases. Dynamic whole body PET/MR imaging was performed in 12 healthy subjects (male/female: 8/4) after injection of 242.39 ± 53.38 MBq (mean ± SD) 68Ga-DOTATOC. Images were acquired 15, 60, 120, and 240 minutes post injection. Subjects were assessed at baseline and after 68Ga-DOTATOC PET/MR by monitoring vital signs, 12-lead electrocardiograms, complete blood count, comprehensive metabolic panel, and urinalysis. Adverse events were monitored for one week after injection. Organ dosimetry was estimated using OLINDA/EXM 1.1 software. Radiotracer was exclusively eliminated via urinary tract (18.8 ± 1.0% of injected dose within 4 hours) and no redistribution was observed. Bladder wall, spleen and kidneys received the highest radiation exposure (0.64 ± 0.1 mSv/MBq, 0.29 ± 0.14 mSv/MBq, and 0.1 ± 0.02 mSv/MBq, respectively). Mean effective dose yielded 0.048 ± 0.007 mSv/MBq. No adverse events were reported during the one-week follow-up period. Follow-up laboratory tests and electrocardiograms showed no changes compared to the baseline. The use of MRI provided valuable anatomical information and eliminated the risk of radiation exposure compared to CT.

15.
Mol Imaging Biol ; 19(3): 348-356, 2017 06.
Artigo em Inglês | MEDLINE | ID: mdl-28417265

RESUMO

Multi-modality molecular imaging techniques have expanded the role of imaging biomarkers in the pharmaceutical industry and are beginning to streamline the drug discovery and development process. The World Molecular Imaging Society (WMIS) serves as a forum for discussing innovative and exploratory multi-modal, interdisciplinary molecular imaging research with a mission of bridging the gap between pathology and in vivo imaging. To formalize the role of the WMIS in pharmaceutical research efforts, members of the society have formed an interest group entitled Advancing Drug Discovery and Development using Molecular Imaging (ADDMI). The ADDMI interest group launched their efforts at the 2016 World Molecular Imaging Congress by hosting a session of invited lectures on translational positron emission tomography (PET) imaging in the central nervous system. This article provides a synopsis of those lectures and frames the role of translational imaging biomarker strategies in the drug discovery and development process.


Assuntos
Descoberta de Drogas , Imagem Molecular , Tomografia por Emissão de Pósitrons , Sociedades Científicas , Comportamento Cooperativo , Humanos , Compostos Radiofarmacêuticos/química
16.
EJNMMI Res ; 7(1): 33, 2017 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-28389883

RESUMO

BACKGROUND: Preclinical single-photon emission computed tomography (SPECT)/CT imaging studies are hampered by low throughput, hence are found typically within small volume feasibility studies. Here, imaging and image analysis procedures are presented that allow profiling of a large volume of radiolabelled compounds within a reasonably short total study time. Particular emphasis was put on quality control (QC) and on fast and unbiased image analysis. METHODS: 2-3 His-tagged proteins were simultaneously radiolabelled by 99mTc-tricarbonyl methodology and injected intravenously (20 nmol/kg; 100 MBq; n = 3) into patient-derived xenograft (PDX) mouse models. Whole-body SPECT/CT images of 3 mice simultaneously were acquired 1, 4, and 24 h post-injection, extended to 48 h and/or by 0-2 h dynamic SPECT for pre-selected compounds. Organ uptake was quantified by automated multi-atlas and manual segmentations. Data were plotted automatically, quality controlled and stored on a collaborative image management platform. Ex vivo uptake data were collected semi-automatically and analysis performed as for imaging data. RESULTS: >500 single animal SPECT images were acquired for 25 proteins over 5 weeks, eventually generating >3500 ROI and >1000 items of tissue data. SPECT/CT images clearly visualized uptake in tumour and other tissues even at 48 h post-injection. Intersubject uptake variability was typically 13% (coefficient of variation, COV). Imaging results correlated well with ex vivo data. CONCLUSIONS: The large data set of tumour, background and systemic uptake/clearance data from 75 mice for 25 compounds allows identification of compounds of interest. The number of animals required was reduced considerably by longitudinal imaging compared to dissection experiments. All experimental work and analyses were accomplished within 3 months expected to be compatible with drug development programmes. QC along all workflow steps, blinding of the imaging contract research organization to compound properties and automation provide confidence in the data set. Additional ex vivo data were useful as a control but could be omitted from future studies in the same centre. For even larger compound libraries, radiolabelling could be expedited and the number of imaging time points adapted to increase weekly throughput. Multi-atlas segmentation could be expanded via SPECT/MRI; however, this would require an MRI-compatible mouse hotel. Finally, analysis of nuclear images of radiopharmaceuticals in clinical trials may benefit from the automated analysis procedures developed.

17.
J Nucl Med ; 58(10): 1672-1678, 2017 10.
Artigo em Inglês | MEDLINE | ID: mdl-28336783

RESUMO

Intrathecal administration is of growing interest for drug delivery, and its utility is being increasingly investigated through imaging. In this work, the 3-dimensional Voxel-Based Internal Dosimetry Application (VIDA) and 4D Extended Cardiac Torso Phantom (XCAT) were extended to provide radiation safety estimates specific to intrathecal administration. Methods: The 3-dimensional VIDA dosimetry application Monte Carlo simulation was run using a modified XCAT phantom with additional and edited cerebrospinal fluid (CSF) regions to produce voxel-level absorbed dose per unit cumulated activity maps for 9 selected source regions. Simulation validation was performed to compare absorbed dose estimates for common organs in a preexisting dosimetry tool (OLINDA/EXM). Dynamic planar imaging data were acquired in 6 healthy subjects using administered volumes of 5 or 15 mL (n = 3 each) of 185 MBq of 99mTc-diethylenetriaminepentaacetic acid. Absorbed dose was estimated for each subject using the intrathecal-specific dosimetry application. Results: Simulation results were within 6% of OLINDA estimates for common organs. Absorbed dose estimates were highest (0.3-0.8 mGy/MBq) in the lumbar CSF space. A whole-body effective dose estimate of 0.003 mSv/MBq was observed. An administered volume dependency was observed with a 15-mL volume, resulting in lower absorbed dose estimates for several intrathecal and nonintrathecal regions. Conclusion: The intrathecal-specific VIDA implementation enables tailored dosimetry estimation for regions most relevant in intrathecal administration. Absorbed doses are highly localized to CSF and spinal regions and should be taken into consideration when designing intrathecal imaging studies. A potentially interesting relationship was observed between absorbed dose and administered volume, which merits further investigation.


Assuntos
Injeções Espinhais , Método de Monte Carlo , Radiometria/métodos , Segurança , Adulto , Feminino , Humanos , Masculino , Imagens de Fantasmas , Radiometria/instrumentação , Tronco
18.
Clin Imaging ; 43: 132-135, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28314198

RESUMO

An accurate non-invasive method to determine total body cerebrospinal fluid volume has a number of potential diagnostic and therapeutic applications. Herein we describe a technique for automated segmentation of total body MRI data to determine cranial and spinal CSF volume in 15 healthy adults. These in vivo estimates of CSF volume exceed the standard reported volume of 150mL in human adults and provide normative data for diagnosis of disease states such as hydrocephalus and therapy including pharmacologic dosimetry. No correlation was observed between patient height or weight and total body CSF volume.


Assuntos
Sistema Nervoso Central/diagnóstico por imagem , Líquido Cefalorraquidiano/diagnóstico por imagem , Processamento de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética/métodos , Adulto , Sistema Nervoso Central/patologia , Feminino , Voluntários Saudáveis , Humanos , Hidrocefalia/líquido cefalorraquidiano , Hidrocefalia/diagnóstico , Masculino , Pessoa de Meia-Idade , Valores de Referência , Adulto Jovem
19.
JCI Insight ; 1(2): e85311, 2016 02 25.
Artigo em Inglês | MEDLINE | ID: mdl-27699254

RESUMO

The intrathecal (IT) dosing route offers a seemingly obvious solution for delivering drugs directly to the central nervous system. However, gaps in understanding drug molecule behavior within the anatomically and kinetically unique environment of the mammalian IT space have impeded the establishment of pharmacokinetic principles for optimizing regional drug exposure along the neuraxis. Here, we have utilized high-resolution single-photon emission tomography with X-ray computed tomography to study the behavior of multiple molecular imaging tracers following an IT bolus injection, with supporting histology, autoradiography, block-face tomography, and MRI. Using simultaneous dual-isotope imaging, we demonstrate that the regional CNS tissue exposure of molecules with varying chemical properties is affected by IT space anatomy, cerebrospinal fluid (CSF) dynamics, CSF clearance routes, and the location and volume of the injected bolus. These imaging approaches can be used across species to optimize the safety and efficacy of IT drug therapy for neurological disorders.


Assuntos
Sistema Nervoso Central/diagnóstico por imagem , Sistemas de Liberação de Medicamentos , Injeções Espinhais , Imagem Molecular , Animais , Líquido Cefalorraquidiano , Humanos , Isótopos , Imageamento por Ressonância Magnética , Tomografia por Emissão de Pósitrons , Ratos , Ratos Sprague-Dawley , Albumina Sérica Humana , Tomografia Computadorizada de Emissão de Fóton Único , Tomografia Computadorizada por Raios X
20.
Regul Toxicol Pharmacol ; 77: 100-8, 2016 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-26930635

RESUMO

During the past two decades the use and refinements of imaging modalities have markedly increased making it possible to image embryos and fetuses used in pivotal nonclinical studies submitted to regulatory agencies. Implementing these technologies into the Good Laboratory Practice environment requires rigorous testing, validation, and documentation to ensure the reproducibility of data. A workshop on current practices and regulatory requirements was held with the goal of defining minimal criteria for the proper implementation of these technologies and subsequent submission to regulatory agencies. Micro-computed tomography (micro-CT) is especially well suited for high-throughput evaluations, and is gaining popularity to evaluate fetal skeletons to assess the potential developmental toxicity of test agents. This workshop was convened to help scientists in the developmental toxicology field understand and apply micro-CT technology to nonclinical toxicology studies and facilitate the regulatory acceptance of imaging data. Presentations and workshop discussions covered: (1) principles of micro-CT fetal imaging; (2) concordance of findings with conventional skeletal evaluations; and (3) regulatory requirements for validating the system. Establishing these requirements for micro-CT examination can provide a path forward for laboratories considering implementing this technology and provide regulatory agencies with a basis to consider the acceptability of data generated via this technology.


Assuntos
Anormalidades Induzidas por Medicamentos/diagnóstico por imagem , Osso e Ossos/diagnóstico por imagem , Biologia do Desenvolvimento/métodos , Feto/diagnóstico por imagem , Testes de Toxicidade/métodos , Microtomografia por Raio-X , Animais , Osso e Ossos/anormalidades , Osso e Ossos/efeitos dos fármacos , Consenso , Biologia do Desenvolvimento/normas , Feto/anormalidades , Feto/efeitos dos fármacos , Guias como Assunto , Humanos , Variações Dependentes do Observador , Valor Preditivo dos Testes , Reprodutibilidade dos Testes , Testes de Toxicidade/normas , Microtomografia por Raio-X/normas
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