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Featured researches published by Shu-fei Lin.


Biological Psychiatry | 2010

Clinically relevant doses of methylphenidate significantly occupy norepinephrine transporters in humans in vivo.

Jonas Hannestad; Jean-Dominique Gallezot; Beata Planeta-Wilson; Shu-fei Lin; Wendol Williams; Christopher H. van Dyck; Robert T. Malison; Richard E. Carson; Yu-Shin Ding

BACKGROUND Attention-deficit/hyperactivity disorder is a psychiatric disorder that starts in childhood. The mechanism of action of methylphenidate, the most common treatment for attention deficit hyperactivity disorder, is unclear. In vitro, the affinity of methylphenidate for the norepinephrine transporter (NET) is higher than that for the dopamine transporter (DAT). The goal of this study was to use positron emission tomography to measure the occupancy of brain norepinephrine transporter by methylphenidate in vivo in humans. METHODS We used (S,S)-[¹¹C] methylreboxetine ([¹¹C]MRB) to determine the effective dose 50 (ED₅₀) of methylphenidate for NET. In a within-subject design, healthy subjects (n = 11) received oral, single-blind placebo and 2.5, 10, and 40 mg of methylphenidate 75 min before [¹¹C]MRB injection. Dynamic positron emission tomography imaging was performed for 2 hours with the High Resolution Research Tomograph. The multilinear reference tissue model with occipital cortex as the reference region was used to estimate binding potential non-displaceable (BP(ND)) in the thalamus and other NET-rich regions. RESULTS BP(ND) was reduced by methylphenidate in a dose-dependent manner in thalamus and other NET-rich regions. The global ED₅₀ was estimated to be .14 mg/kg; therefore, the average clinical maintenance dose of methylphenidate (.35-.55 mg/kg) produces 70% to 80% occupancy of NET. CONCLUSIONS For the first time in humans, we demonstrate that oral methylphenidate significantly occupies NET at clinically relevant doses. The ED₅₀ is lower than that for DAT (.25 mg/kg), suggesting the potential relevance of NET inhibition in the therapeutic effects of methylphenidate in attention-deficit/hyperactivity disorder.


Molecular Psychiatry | 2013

Elevated brain cannabinoid CB1 receptor availability in post-traumatic stress disorder: a positron emission tomography study.

Alexander Neumeister; Marc D. Normandin; Robert H. Pietrzak; Daniele Piomelli; Ming-Qiang Zheng; Ana Gujarro-Anton; Marc N. Potenza; Christopher R. Bailey; Shu-fei Lin; Soheila Najafzadeh; Jim Ropchan; Shannan Henry; Stefani Corsi-Travali; Richard E. Carson; Yiyun Huang

Endocannabinoids and their attending cannabinoid type 1 (CB1) receptor have been implicated in animal models of post-traumatic stress disorder (PTSD). However, their specific role has not been studied in people with PTSD. Herein, we present an in vivo imaging study using positron emission tomography (PET) and the CB1-selective radioligand [11C]OMAR in individuals with PTSD, and healthy controls with lifetime histories of trauma (trauma-exposed controls (TC)) and those without such histories (healthy controls (HC)). Untreated individuals with PTSD (N=25) with non-combat trauma histories, and TC (N=12) and HC (N=23) participated in a magnetic resonance imaging scan and a resting PET scan with the CB1 receptor antagonist radiotracer [11C]OMAR, which measures the volume of distribution (VT) linearly related to CB1 receptor availability. Peripheral levels of anandamide, 2-arachidonoylglycerol, oleoylethanolamide, palmitoylethanolamide and cortisol were also assessed. In the PTSD group, relative to the HC and TC groups, we found elevated brain-wide [11C]OMAR VT values (F(2,53)=7.96, P=0.001; 19.5% and 14.5% higher, respectively), which were most pronounced in women (F(1,53)=5.52, P=0.023). Anandamide concentrations were reduced in the PTSD relative to the TC (53.1% lower) and HC (58.2% lower) groups. Cortisol levels were lower in the PTSD and TC groups relative to the HC group. Three biomarkers examined collectively—OMAR VT, anandamide and cortisol—correctly classified nearly 85% of PTSD cases. These results suggest that abnormal CB1 receptor-mediated anandamide signaling is implicated in the etiology of PTSD, and provide a promising neurobiological model to develop novel, evidence-based pharmacotherapies for this disorder.


Proceedings of the National Academy of Sciences of the United States of America | 2015

Imaging robust microglial activation after lipopolysaccharide administration in humans with PET.

Christine M. Sandiego; Jean-Dominique Gallezot; Brian Pittman; Nabeel Nabulsi; Keunpoong Lim; Shu-fei Lin; David Matuskey; Jae-Yun Lee; Kevin C. O’Connor; Yiyun Huang; Richard E. Carson; Jonas Hannestad; Kelly P. Cosgrove

Significance Neuroinflammation is a brain immune response that is associated with neurodegenerative diseases and is primarily driven by activation of microglia, the brain’s resident macrophages. Dysfunctional microglial activation may contribute to the behavioral changes observed in neurodegenerative diseases. Upon activation, microglia express translocator protein, which can be imaged with the radiotracer [11C]PBR28 and positron emission tomography (PET) in the living human brain. We imaged healthy human subjects with [11C]PBR28 and PET before and after i.v. administration of lipopolysaccharide (LPS), a potent immune activator. LPS produced a marked increase in brain microglial activation, peripheral inflammatory cytokine levels, and self-reported sickness symptoms. This imaging paradigm can provide a direct approach to test new medications for their potential to reduce acute neuroinflammation. Neuroinflammation is associated with a broad spectrum of neurodegenerative and psychiatric diseases. The core process in neuroinflammation is activation of microglia, the innate immune cells of the brain. We measured the neuroinflammatory response produced by a systemic administration of the Escherichia coli lipopolysaccharide (LPS; also called endotoxin) in humans with the positron emission tomography (PET) radiotracer [11C]PBR28, which binds to translocator protein, a molecular marker that is up-regulated by microglial activation. In addition, inflammatory cytokines in serum and sickness behavior profiles were measured before and after LPS administration to relate brain microglial activation with systemic inflammation and behavior. Eight healthy male subjects each had two 120-min [11C]PBR28 PET scans in 1 d, before and after an LPS challenge. LPS (1.0 ng/kg, i.v.) was administered 180 min before the second [11C]PBR28 scan. LPS administration significantly increased [11C]PBR28 binding 30–60%, demonstrating microglial activation throughout the brain. This increase was accompanied by an increase in blood levels of inflammatory cytokines, vital sign changes, and sickness symptoms, well-established consequences of LPS administration. To our knowledge, this is the first demonstration in humans that a systemic LPS challenge induces robust increases in microglial activation in the brain. This imaging paradigm to measure brain microglial activation with [11C]PBR28 PET provides an approach to test new medications in humans for their putative antiinflammatory effects.


The Journal of Nuclear Medicine | 2012

In Vivo Imaging of Endogenous Pancreatic β-Cell Mass in Healthy and Type 1 Diabetic Subjects Using 18F-Fluoropropyl-Dihydrotetrabenazine and PET

Marc D. Normandin; Kitt Falk Petersen; Yu-Shin Ding; Shu-fei Lin; Sarita Naik; Krista Fowles; Daniel Skovronsky; Kevan C. Herold; Timothy J. McCarthy; Roberto A. Calle; Richard E. Carson; Judith L. Treadway; Gary W. Cline

The ability to noninvasively measure endogenous pancreatic β-cell mass (BCM) would accelerate research on the pathophysiology of diabetes and revolutionize the preclinical development of new treatments, the clinical assessment of therapeutic efficacy, and the early diagnosis and subsequent monitoring of disease progression. The vesicular monoamine transporter type 2 (VMAT2) is coexpressed with insulin in β-cells and represents a promising target for BCM imaging. Methods: We evaluated the VMAT2 radiotracer 18F-fluoropropyl-dihydrotetrabenazine (18F-FP-(+)-DTBZ, also known as 18F-AV-133) for quantitative PET of BCM in healthy control subjects and patients with type 1 diabetes mellitus. Standardized uptake value was calculated as the net tracer uptake in the pancreas normalized by injected dose and body weight. Total volume of distribution, the equilibrium ratio of tracer concentration in tissue relative to plasma, was estimated by kinetic modeling with arterial input functions. Binding potential, the steady-state ratio of specific binding to nondisplaceable uptake, was calculated using the renal cortex as a reference tissue devoid of specific VMAT2 binding. Results: Mean pancreatic standardized uptake value, total volume of distribution, and binding potential were reduced by 38%, 20%, and 40%, respectively, in type 1 diabetes mellitus. The radiotracer binding parameters correlated with insulin secretion capacity as determined by arginine-stimulus tests. Group differences and correlations with β-cell function were enhanced for total pancreas binding parameters that accounted for tracer binding density and organ volume. Conclusion: These findings demonstrate that quantitative evaluation of islet β-cell density and aggregate BCM can be performed clinically with 18F-FP-(+)-DTBZ PET.


Science Translational Medicine | 2016

Imaging synaptic density in the living human brain

Sjoerd J. Finnema; Nabeel Nabulsi; Tore Eid; Kamil Detyniecki; Shu-fei Lin; Ming-Kai Chen; Roni Dhaher; David Matuskey; Evan Baum; Daniel Holden; Dennis D. Spencer; Joël Mercier; Jonas Hannestad; Yiyun Huang; Richard E. Carson

Synaptic density in the living human brain was measured with positron emission tomography and a synaptic vesicle glycoprotein 2A tracer. Seeing synapses When synapses “fire,” information is transmitted from one neuron to another. Although many neurological and psychiatric diseases are characterized by misfiring synapses, there is currently no way to visualize healthy or aberrant neuronal connections in the living brain—tissues would need to be sampled, which is an invasive and often unwanted procedure. Finnema and colleagues developed a noninvasive approach to “see” human synapses by using an imaging agent that targets the synaptic vesicle glycoprotein 2A (SV2A). PET imaging allowed the authors to visualize synaptic density in both healthy and epileptic human brains in living patients. In the brains with epilepsy, synaptic density was asymmetric—consistent with damage to certain brain regions. This method opens doors to routine monitoring of the brain in patients with various neurological diseases, where synaptic loss or dynamic changes in density could provide clues to prognosis. Chemical synapses are the predominant neuron-to-neuron contact in the central nervous system. Presynaptic boutons of neurons contain hundreds of vesicles filled with neurotransmitters, the diffusible signaling chemicals. Changes in the number of synapses are associated with numerous brain disorders, including Alzheimer’s disease and epilepsy. However, all current approaches for measuring synaptic density in humans require brain tissue from autopsy or surgical resection. We report the use of the synaptic vesicle glycoprotein 2A (SV2A) radioligand [11C]UCB-J combined with positron emission tomography (PET) to quantify synaptic density in the living human brain. Validation studies in a baboon confirmed that SV2A is an alternative synaptic density marker to synaptophysin. First-in-human PET studies demonstrated that [11C]UCB-J had excellent imaging properties. Finally, we confirmed that PET imaging of SV2A was sensitive to synaptic loss in patients with temporal lobe epilepsy. Thus, [11C]UCB-J PET imaging is a promising approach for in vivo quantification of synaptic density with several potential applications in diagnosis and therapeutic monitoring of neurological and psychiatric disorders.


Molecular Imaging and Biology | 2011

Pancreatic beta cell mass PET imaging and quantification with [11C]DTBZ and [18F]FP-(+)-DTBZ in rodent models of diabetes.

Tarun Singhal; Yu-Shin Ding; David Weinzimmer; Marc D. Normandin; David Labaree; Jim Ropchan; Nabeel Nabulsi; Shu-fei Lin; Marc B. Skaddan; Walter C. Soeller; Yiyun Huang; Richard E. Carson; Judith L. Treadway; Gary W. Cline

PurposeThe aim of this study is to compare the utility of two positron emission tomography (PET) imaging ligands ((+)-[11C]dihydrotetrabenazine ([11C]DTBZ) and the fluoropropyl analog ([18F]FP-(+)-DTBZ)) that target islet β-cell vesicular monoamine transporter type II to measure pancreatic β-cell mass (BCM).Procedures[11C]DTBZ or [18F]FP-(+)-DTBZ was injected, and serial PET images were acquired in rat models of diabetes (streptozotocin-treated and Zucker diabetic fatty) and β-cell compensation (Zucker fatty). Radiotracer standardized uptake values (SUV) were correlated to pancreas insulin content measured biochemically and histomorphometrically.ResultsOn a group level, a positive correlation of [11C]DTBZ pancreatic SUV with pancreas insulin content and BCM was observed. In the STZ diabetic model, both [18F]FP-(+)-DTBZ and [11C]DTBZ correlated positively with BCM, although only ∼25% of uptake could be attributed to β-cell uptake. [18F]FP-(+)-DTBZ displacement studies indicate that there is a substantial fraction of specific binding that is not to pancreatic islet β cells.ConclusionsPET imaging with [18F]FP-(+)-DTBZ provides a noninvasive means to quantify insulin-positive BCM and may prove valuable as a diagnostic tool in assessing treatments to maintain or restore BCM.


NeuroImage | 2014

Clinical doses of atomoxetine significantly occupy both norepinephrine and serotonin transports: Implications on treatment of depression and ADHD

Yu-Shin Ding; Mika Naganawa; Jean-Dominique Gallezot; Nabeel Nabulsi; Shu-fei Lin; Jim Ropchan; David Weinzimmer; Timothy J. McCarthy; Richard E. Carson; Yiyun Huang; Marc Laruelle

BACKGROUND Atomoxetine (ATX), a drug for treatment of depression and ADHD, has a high affinity for the norepinephrine transporter (NET); however, our previous study showed it had a blocking effect similar to fluoxetine on binding of [(11)C]DASB, a selective serotonin transporter (SERT) ligand. Whether the therapeutic effects of ATX are due to inhibition of either or both transporters is not known. Here we report our comparative PET imaging studies with [(11)C]MRB (a NET ligand) and [(11)C]AFM (a SERT ligand) to evaluate in vivo IC50 values of ATX in monkeys. METHODS Rhesus monkeys were scanned up to four times with each tracer with up to four doses of ATX. ATX or saline (placebo) infusion began 2h before each PET scan, lasting until the end of the 2-h scan. The final infusion rates were 0.01-0.12mg/kg/h and 0.045-1.054mg/kg/h for the NET and SERT studies, respectively. ATX plasma levels and metabolite-corrected arterial input functions were measured. Distribution volumes (VT) and IC50 values were estimated. RESULTS ATX displayed dose-dependent occupancy on both NET and SERT, with a higher occupancy on NET: IC50 of 31±10 and 99±21ng/mL plasma for NET and SERT, respectively. At a clinically relevant dose (1.0-1.8mg/kg, approx. 300-600ng/mL plasma), ATX would occupy >90% of NET and >85% of SERT. This extrapolation assumes comparable free fraction of ATX in humans and non-human primates. CONCLUSION Our data suggests that ATX at clinically relevant doses greatly occupies both NET and SERT. Thus, therapeutic modes of ATX action for treatment of depression and ADHD may be more complex than selective blockade of NET.


Nuclear Medicine and Biology | 2011

Radiosynthesis and in vivo evaluation of [11C]MP-10 as a positron emission tomography radioligand for phosphodiesterase 10A

Christophe Plisson; Cristian Salinas; David Weinzimmer; David Labaree; Shu-fei Lin; Yu-Shin Ding; Steen Jakobsen; Paul W. Smith; Kawanishi Eiji; Richard E. Carson; Roger N. Gunn; Eugenii A. Rabiner

INTRODUCTION The aim of this study was to evaluate a newly reported positron emission tomography (PET) radioligand [(11)C]MP-10, a potent and selective inhibitor of the central phosphodiesterase 10A enzyme (PDE10A) in vivo, using PET. METHODS A procedure was developed for labeling MP-10 with carbon-11. [(11)C]MP-10 was evaluated in vivo both in the pig and baboon brain. RESULTS Alkylation of the corresponding desmethyl compound with [(11)C]methyl iodide produced [(11)C]MP-10 with good radiochemical yield and specific activity. PET studies in the pig showed that [(11)C]MP-10 rapidly entered the brain reaching peak tissue concentration at 1-2 min postadministration, followed by washout from the tissue. Administration of a selective PDE10A inhibitor reduced the binding in all brain regions to the levels of the cerebellum, demonstrating the saturability and selectivity of [(11)C]MP-10 binding. In the nonhuman primate, the brain tissue kinetics of [(11)C]MP-10 were slower, reaching peak tissue concentrations at 30-60 min postadministration. In both species, the observed rank order of regional brain signal was striatum>diencephalon>cortical regions=cerebellum, consistent with the known distribution and concentration of PDE10A. [(11)C]MP-10 brain kinetics were well described by a two-tissue compartment model, and estimates of total volume of distribution (V(T)) were obtained. Blocking studies with unlabeled MP-10 revealed the suitability of the cerebellum as a reference tissue and enabled the estimation of regional binding potential (BP(ND)) as the outcome measure of specific binding. Quantification of [(11)C]MP-10 binding using the simplified reference tissue model with cerebellar input function produced BP(ND) estimates consistent with those obtained by the two-tissue compartment model. CONCLUSION We demonstrated that [(11)C]MP-10 possesses good characteristics for the in vivo quantification of the PDE10A in the brain by PET.


Drug and Alcohol Dependence | 2014

Dopamine D3 receptor alterations in cocaine-dependent humans imaged with [11C](+)PHNO

David Matuskey; Jean-Dominique Gallezot; Brian Pittman; Wendol Williams; Jane Wanyiri; Edward Gaiser; Dianne E. Lee; Jonas Hannestad; Keunpoong Lim; Minq-Qiang Zheng; Shu-fei Lin; David Labaree; Marc N. Potenza; Richard E. Carson; Robert T. Malison; Yu-Shin Ding

BACKGROUND Evidence from animal models and postmortem human studies points to the importance of the dopamine D₃ receptor (D₃R) in cocaine dependence (CD). The objective of this pilot study was to use the D₃R-preferring radioligand [(11)C](+)PHNO to compare receptor availability in groups with and without CD. METHODS Ten medically healthy, non-treatment seeking CD subjects (mean age 41 ± 8) in early abstinence were compared to 10 healthy control (HC) subjects (mean age 41 ± 6) with no history of cocaine or illicit substance abuse. Binding potential (BPND), a measure of available receptors, was determined with parametric images, computed using the simplified reference tissue model (SRTM2) with the cerebellum as the reference region. RESULTS BPND in CD subjects was higher in D₃R-rich areas including the substantia nigra ((SN) 29%; P=0.03), hypothalamus (28%; P=0.02) and amygdala (35%; P=0.03). No between-group differences were observed in the striatum or pallidum. BPND values in the SN (r=+0.83; P=0.008) and pallidum (r=+0.67; P=0.03) correlated with years of cocaine use. CONCLUSIONS Between-group differences suggest an important role for dopaminergic transmission in the SN, hypothalamus and amygdala in CD. Such findings also highlight the potential relevance of D₃R as a medication development target in CD.


The Journal of Nuclear Medicine | 2013

Synthesis and Evaluation of 11C-LY2795050 as a κ-Opioid Receptor Antagonist Radiotracer for PET Imaging

Ming-Qiang Zheng; Nabeel Nabulsi; Su Jin Kim; Giampaolo Tomasi; Shu-fei Lin; Charles H. Mitch; Steven J. Quimby; Vanessa N. Barth; Karen Rash; John Joseph Masters; Antonio Navarro; Eric P. Seest; Evan D. Morris; Richard E. Carson; Yiyun Huang

Kappa-opioid receptors (KOR) are believed to be involved in the pathophysiology of depression, anxiety disorders, drug abuse, and alcoholism. To date, only 1 tracer, the KOR agonist 11C-GR103545, has been reported to be able to image KOR in primates. The goal of the present study was to synthesize the selective KOR antagonist 11C-LY2795050 and evaluate its potential as a PET tracer to image KOR in vivo. Methods: The in vitro binding affinity of LY2795050 was measured in radioligand competition binding assays. Ex vivo experiments were conducted using microdosing of the unlabeled ligand in Sprague–Dawley rats and in wild-type and KOR knockout mice, to assess the ligand’s potential as a tracer candidate. Imaging experiments with 11C-LY2795050 in monkeys were performed on the Focus-220 scanner with arterial blood input function measurement. Binding parameters were determined with kinetic modeling analysis. Results: LY2795050 displays full antagonist activity and high binding affinity and selectivity for KOR. Microdosing studies in rodents and ex vivo analysis of tissue concentrations with liquid chromatography–tandem mass spectrometry identified LY2795050 as an appropriate tracer candidate able to provide specific binding signals in vivo. 11C-LY2795050 was prepared in an average yield of 12% and greater than 99% radiochemical purity. In rhesus monkeys, 11C-LY2795050 displayed a moderate rate of peripheral metabolism, with approximately 40% of parent compound remaining at 30 min after injection. In the brain, 11C-LY2795050 displayed fast uptake kinetics (regional activity peak times of <20 min) and an uptake pattern consistent with the distribution of KOR in primates. Pretreatment with naloxone (1 mg/kg, intravenously) resulted in a uniform distribution of radioactivity. Further, specific binding of 11C-LY2795050 was reduced by the selective KOR antagonist LY2456302 in a dose-dependent manner. Conclusion: 11C-LY2795050 displayed favorable pharmacokinetic properties and binding profiles in vivo and therefore is a suitable ligand for imaging the KOR in primates. This newly developed KOR antagonist tracer has since been advanced to PET imaging of KOR in humans and constitutes the first successful KOR antagonist radiotracer.

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Yiyun Huang

University of Pittsburgh

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