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Featured researches published by Mustafa Janabi.


Neuron | 2016

PET Imaging of Tau Deposition in the Aging Human Brain

Michael Schöll; Samuel N. Lockhart; Daniel Schonhaut; James P. O’Neil; Mustafa Janabi; Rik Ossenkoppele; Suzanne L. Baker; Jacob W. Vogel; Jamie Faria; Henry D. Schwimmer; Gil D. Rabinovici; William J. Jagust

Tau pathology is a hallmark of Alzheimers disease (AD) but also occurs in normal cognitive aging. Using the tau PET agent (18)F-AV-1451, we examined retention patterns in cognitively normal older people in relation to young controls and AD patients. Age and β-amyloid (measured using PiB PET) were differentially associated with tau tracer retention in healthy aging. Older age was related to increased tracer retention in regions of the medial temporal lobe, which predicted worse episodic memory performance. PET detection of tau in other isocortical regions required the presence of cortical β-amyloid and was associated with decline in global cognition. Furthermore, patterns of tracer retention corresponded well with Braak staging of neurofibrillary tau pathology. The present study defined patterns of tau tracer retention in normal aging in relation to age, cognition, and β-amyloid deposition.


Brain | 2010

Increased metabolic vulnerability in early-onset Alzheimer's disease is not related to amyloid burden

Gil D. Rabinovici; Ansgar J. Furst; Adi Alkalay; Caroline A. Racine; James P. O'Neil; Mustafa Janabi; Suzanne L. Baker; Neha Agarwal; Stephen J. Bonasera; Elizabeth C. Mormino; Michael W. Weiner; Maria Luisa Gorno-Tempini; Howard J. Rosen; Bruce L. Miller; William J. Jagust

Patients with early age-of-onset Alzheimers disease show more rapid progression, more generalized cognitive deficits and greater cortical atrophy and hypometabolism compared to late-onset patients at a similar disease stage. The biological mechanisms that underlie these differences are not well understood. The purpose of this study was to examine in vivo whether metabolic differences between early-onset and late-onset Alzheimers disease are associated with differences in the distribution and burden of fibrillar amyloid-beta. Patients meeting criteria for probable Alzheimers disease (National Institute of Neurological and Communicative Disorders and Stroke and the Alzheimers; Disease and Related Disorders Association criteria) were divided based on estimated age at first symptom (less than or greater than 65 years) into early-onset (n = 21, mean age-at-onset 55.2 +/- 5.9 years) and late-onset (n = 18, 72.0 +/- 4.7 years) groups matched for disease duration and severity. Patients underwent positron emission tomography with the amyloid-beta-ligand [(11)C]-labelled Pittsburgh compound-B and the glucose analogue [(18)F]-labelled fluorodeoxyglucose. A group of cognitively normal controls (n = 30, mean age 73.7 +/- 6.4) was studied for comparison. [(11)C]-labelled Pittsburgh compound-B images were analysed using Logan graphical analysis (cerebellar reference) and [(18)F]-labelled fluorodeoxyglucose images were normalized to mean activity in the pons. Group differences in tracer uptake were assessed on a voxel-wise basis using statistical parametric mapping, and by comparing mean values in regions of interest. To account for brain atrophy, analyses were repeated after applying partial volume correction to positron emission tomography data. Compared to normal controls, both early-onset and late-onset Alzheimers disease patient groups showed increased [(11)C]-labelled Pittsburgh compound-B uptake throughout frontal, parietal and lateral temporal cortices and striatum on voxel-wise and region of interest comparisons (P < 0.05). However, there were no significant differences in regional or global [(11)C]-labelled Pittsburgh compound-B binding between early-onset and late-onset patients. In contrast, early-onset patients showed significantly lower glucose metabolism than late-onset patients in precuneus/posterior cingulate, lateral temporo-parietal and occipital corticies (voxel-wise and region of interest comparisons, P < 0.05). Similar results were found for [(11)C]-labelled Pittsburgh compound-B and [(18)F]-labelled fluorodeoxyglucose using atrophy-corrected data. Age-at-onset correlated positively with glucose metabolism in precuneus, lateral parietal and occipital regions of interest (controlling for age, education and Mini Mental State Exam, P < 0.05), while no correlations were found between age-at-onset and [(11)C]-labelled Pittsburgh compound-B binding. In summary, a comparable burden of fibrillar amyloid-beta was associated with greater posterior cortical hypometabolism in early-onset Alzheimers disease. Our data are consistent with a model in which both early amyloid-beta accumulation and increased vulnerability to amyloid-beta pathology play critical roles in the pathogenesis of Alzheimers disease in young patients.


Neurology | 2011

Amyloid vs FDG-PET in the differential diagnosis of AD and FTLD.

Gil D. Rabinovici; Howard J. Rosen; Adi Alkalay; John Kornak; Ansgar J. Furst; Neha Agarwal; Elizabeth C. Mormino; James P. O'Neil; Mustafa Janabi; Anna Karydas; Matthew E. Growdon; Jung Y. Jang; Eric J. Huang; S.J. DeArmond; John Q. Trojanowski; Lea T. Grinberg; Maria Luisa Gorno-Tempini; William W. Seeley; Bruce L. Miller; William J. Jagust

Objective: To compare the diagnostic performance of PET with the amyloid ligand Pittsburgh compound B (PiB-PET) to fluorodeoxyglucose (FDG-PET) in discriminating between Alzheimer disease (AD) and frontotemporal lobar degeneration (FTLD). Methods: Patients meeting clinical criteria for AD (n = 62) and FTLD (n = 45) underwent PiB and FDG-PET. PiB scans were classified as positive or negative by 2 visual raters blinded to clinical diagnosis, and using a quantitative threshold derived from controls (n = 25). FDG scans were visually rated as consistent with AD or FTLD, and quantitatively classified based on the region of lowest metabolism relative to controls. Results: PiB visual reads had a higher sensitivity for AD (89.5% average between raters) than FDG visual reads (77.5%) with similar specificity (PiB 83%, FDG 84%). When scans were classified quantitatively, PiB had higher sensitivity (89% vs 73%) while FDG had higher specificity (83% vs 98%). On receiver operating characteristic analysis, areas under the curve for PiB (0.888) and FDG (0.910) were similar. Interrater agreement was higher for PiB (κ = 0.96) than FDG (κ = 0.72), as was agreement between visual and quantitative classification (PiB κ = 0.88–0.92; FDG κ = 0.64–0.68). In patients with known histopathology, overall classification accuracy (2 visual and 1 quantitative classification per patient) was 97% for PiB (n = 12 patients) and 87% for FDG (n = 10). Conclusions: PiB and FDG showed similar accuracy in discriminating AD and FTLD. PiB was more sensitive when interpreted qualitatively or quantitatively. FDG was more specific, but only when scans were classified quantitatively. PiB slightly outperformed FDG in patients with known histopathology.


Cerebral Cortex | 2011

Relationships between Beta-Amyloid and Functional Connectivity in Different Components of the Default Mode Network in Aging

Elizabeth C. Mormino; Andre Smiljic; Amynta O. Hayenga; Susan H. Onami; Michael D. Greicius; Gil D. Rabinovici; Mustafa Janabi; Suzanne L. Baker; Irene V. Yen; Cindee Madison; Bruce L. Miller; William J. Jagust

Although beta-amyloid (Aβ) deposition is a characteristic feature of Alzheimers disease (AD), this pathology is commonly found in elderly normal controls (NC). The pattern of Aβ deposition as detected with Pittsburgh compound-B positron emission tomography (PIB-PET) imaging shows substantial spatial overlap with the default mode network (DMN), a group of brain regions that typically deactivates during externally driven cognitive tasks. In this study, we show that DMN functional connectivity (FC) during rest is altered with increasing levels of PIB uptake in NC. Specifically, FC decreases were identified in regions implicated in episodic memory (EM) processing (posteromedial cortex, ventral medial prefrontal cortex, and angular gyrus), whereas connectivity increases were detected in dorsal and anterior medial prefrontal and lateral temporal cortices. This pattern of decreases is consistent with previous studies that suggest heightened vulnerability of EM-related brain regions in AD, whereas the observed increases in FC may reflect a compensatory response.


Science Translational Medicine | 2012

Alcohol Consumption Induces Endogenous Opioid Release in the Human Orbitofrontal Cortex and Nucleus Accumbens

Jennifer M. Mitchell; James P. O’Neil; Mustafa Janabi; Shawn M. Marks; William J. Jagust; Howard L. Fields

Endogenous opioids are released in reward-related brain areas after an alcoholic drink to a greater extent in heavy drinkers than in control subjects. Alcohol, Legal Drug of Choice The brain is agnostic to the law and responds similarly to legal and illegal drugs of abuse. Like cocaine and amphetamine, alcohol causes release of endogenous opioids (the small peptides endorphins, enkephalins, and dynorphins) in the so-called reward centers of the brain. To start to understand what might cause some people to drink more than others, Mitchell et al. measured the endogenous opioids released by one drink in groups of light and heavy drinkers. The single drink was able to release more opioid in the reward centers of the heavy drinkers, suggesting that individual differences in this region might contribute to excessive drinking. The authors determined the release of transmitters deep within the brain indirectly by monitoring displacement of a radioactive μ opioid receptor agonist by PET scanning. The more opioid that was released, the lower the radioactive signal, as it was diluted in the area of the receptor. Alcohol triggered release in two brain areas, the orbitofrontal cortex and the nucleus accumbens, both of which have been implicated in registering reward stimuli in rodents and humans. In addition to being larger in the heavy drinkers, the amount of ligand released in the orbitofrontal cortex was correlated with the subjects’ feelings of being intoxicated. From this relationship, the authors concluded that these endogenous opioids are closely tied to the effects of alcohol that could lead to abuse. People with orbitofrontal cortices or nucleus accumbens that are particularly responsive to alcohol—releasing large amounts of opioids—may get more pleasure out of each drink, possibly leading to more frequent consumption of this legal drug of abuse. Excessive consumption of alcohol is among the leading causes of preventable death worldwide. Although ethanol modulates a variety of molecular targets, including several neurotransmitter receptors, the neural mechanisms that underlie its rewarding actions and lead to excessive consumption are unknown. Studies in animals suggest that release of endogenous opioids by ethanol promotes further consumption. To examine this issue in humans and to determine where in the brain endogenous opioids act to promote alcohol consumption, we measured displacement of a radiolabeled μ opioid receptor agonist, [11C]carfentanil, before and immediately after alcohol consumption in both heavy drinkers and control subjects. Drinking alcohol induced opioid release in the nucleus accumbens and orbitofrontal cortex, areas of the brain implicated in reward valuation. Opioid release in the orbitofrontal cortex and nucleus accumbens was significantly positively correlated. Furthermore, changes in orbitofrontal cortex binding correlated significantly with problem alcohol use and subjective high in heavy drinkers, suggesting that differences in endogenous opioid function in these regions contribute to excessive alcohol consumption. These results also suggest a possible mechanism by which opioid antagonists such as naltrexone act to treat alcohol abuse.


Neurology | 2011

Distinct clinical and metabolic deficits in PCA and AD are not related to amyloid distribution

M.H. Rosenbloom; Adi Alkalay; Neha Agarwal; Suzanne L. Baker; James P. O'Neil; Mustafa Janabi; I.V. Yen; Matthew E. Growdon; Jung Y. Jang; Cindee Madison; Elizabeth C. Mormino; Howie Rosen; Maria Luisa Gorno-Tempini; M. W. Weiner; Bruce L. Miller; William J. Jagust; Gil D. Rabinovici

Background/Objective: Patients with posterior cortical atrophy (PCA) often have Alzheimer disease (AD) at autopsy, yet are cognitively and anatomically distinct from patients with clinical AD. We sought to compare the distribution of β-amyloid and glucose metabolism in PCA and AD in vivo using Pittsburgh compound B (PiB) and FDG-PET. Methods: Patients with PCA (n = 12, age 57.5 ± 7.4, Mini-Mental State Examination [MMSE] 22.2 ± 5.1), AD (n = 14, age 58.8 ± 9.6, MMSE 23.8 ± 6.7), and cognitively normal controls (NC, n = 30, age 73.6 ± 6.4) underwent PiB and FDG-PET. Group differences in PiB distribution volume ratios (DVR, cerebellar reference) and FDG uptake (pons-averaged) were assessed on a voxel-wise basis and by comparing binding in regions of interest (ROIs). Results: Compared to NC, both patients with AD and patients with PCA showed diffuse PiB uptake throughout frontal, temporoparietal, and occipital cortex (p < 0.0001). There were no regional differences in PiB binding between PCA and AD even after correcting for atrophy. FDG patterns in PCA and AD were distinct: while both groups showed hypometabolism compared to NC in temporoparietal cortex and precuneus/posterior cingulate, patients with PCA further showed hypometabolism in inferior occipitotemporal cortex compared to both NC and patients with AD (p < 0.05). Patients with AD did not show areas of relative hypometabolism compared to PCA. Conclusions: Fibrillar amyloid deposition in PCA is diffuse and similar to AD, while glucose hypometabolism extends more posteriorly into occipital cortex. Further studies are needed to determine the mechanisms of selective network degeneration in focal variants of AD.


Annals of Neurology | 2015

Tau, amyloid, and hypometabolism in a patient with posterior cortical atrophy.

Rik Ossenkoppele; Daniel Schonhaut; Suzanne L. Baker; James P. O'Neil; Mustafa Janabi; Pia Ghosh; Miguel Santos; Zachary A. Miller; Brianne M. Bettcher; Maria Luisa Gorno-Tempini; Bruce L. Miller; William J. Jagust; Gil D. Rabinovici

Determining the relative contribution of amyloid plaques and neurofibrillary tangles to brain dysfunction in Alzheimer disease is critical for therapeutic approaches, but until recently could only be assessed at autopsy. We report a patient with posterior cortical atrophy (visual variant of Alzheimer disease) who was studied using the novel tau tracer [18F]AV‐1451 in conjunction with [11C]Pittsburgh compound B (PIB; amyloid) and [18F]fluorodeoxyglucose (FDG) positron emission tomography. Whereas [11C]PIB bound throughout association neocortex, [18F]AV‐1451 was selectively retained in posterior brain regions that were affected clinically and showed markedly reduced [18F]FDG uptake. This provides preliminary in vivo evidence that tau is more closely linked to hypometabolism and symptomatology than amyloid. Ann Neurol 2014.


Neurology | 2014

Practical utility of amyloid and FDG-PET in an academic dementia center

Pascual Sánchez-Juan; Pia Ghosh; Jayne Hagen; Benno Gesierich; Maya L. Henry; Lea T. Grinberg; James P. O'Neil; Mustafa Janabi; Eric J. Huang; John Q. Trojanowski; Harry V. Vinters; Marilu Gorno-Tempini; William W. Seeley; Adam L. Boxer; Howard J. Rosen; Joel H. Kramer; Bruce L. Miller; William J. Jagust; Gil D. Rabinovici

Objective: To evaluate the effect of amyloid imaging on clinical decision making. Methods: We conducted a retrospective analysis of 140 cognitively impaired patients (mean age 65.0 years, 46% primary β-amyloid (Aβ) diagnosis, mean Mini-Mental State Examination 22.3) who underwent amyloid (Pittsburgh compound B [PiB]) PET as part of observational research studies and were evaluated clinically before and after the scan. One hundred thirty-four concurrently underwent fluorodeoxyglucose (FDG)-PET. We assessed for changes between the pre- and post-PET clinical diagnosis (from Aβ to non-Aβ diagnosis or vice versa) and Alzheimer disease treatment plan. The association between PiB/FDG results and changes in management was evaluated using χ2 and multivariate logistic regression. Postmortem diagnosis was available for 24 patients (17%). Results: Concordance between scan results and baseline diagnosis was high (PiB 84%, FDG 82%). The primary diagnosis changed after PET in 13/140 patients (9%) overall but in 5/13 (38%) patients considered pre-PET diagnostic dilemmas. When examined independently, discordant PiB and discordant FDG were both associated with diagnostic change (unadjusted p < 0.0001). However, when examined together in a multivariate logistic regression, only discordant PiB remained significant (adjusted p = 0.00013). Changes in treatment were associated with discordant PiB in patients with non-Aβ diagnoses (adjusted p = 0.028), while FDG had no effect on therapy. Both PiB (96%) and FDG (91%) showed high agreement with autopsy diagnosis. Conclusions: PET had a moderate effect on clinical outcomes. Discordant PiB had a greater effect than discordant FDG, and influence on diagnosis was greater than on treatment. Prospective studies are needed to better characterize the clinical role of amyloid PET.


Brain | 2017

Tau pathology and neurodegeneration contribute to cognitive impairment in Alzheimer’s disease

Alexandre Bejanin; Schonhaut; R La Joie; Joel H. Kramer; Suzanne L. Baker; N Sosa; Nagehan Ayakta; Averill Cantwell; Mustafa Janabi; Mariella Lauriola; James P. O'Neil; Marilu Gorno-Tempini; Zachary A. Miller; Howard J. Rosen; Bruce L. Miller; William J. Jagust; Gil D. Rabinovici

Neuropathological and in vivo studies have revealed a tight relationship between tau pathology and cognitive impairment across the Alzheimers disease spectrum. However, tau pathology is also intimately associated with neurodegeneration and amyloid pathology. The aim of the present study was therefore to assess whether grey matter atrophy and amyloid pathology contribute to the relationship between tau pathology, as measured with 18F-AV-1451-PET imaging, and cognitive deficits in Alzheimers disease. We included 40 amyloid-positive patients meeting criteria for mild cognitive impairment due to Alzheimers disease (n = 5) or probable Alzheimers disease dementia (n = 35). Twelve patients additionally fulfilled the diagnostic criteria for posterior cortical atrophy and eight for logopenic variant primary progressive aphasia. All participants underwent 3 T magnetic resonance imaging, amyloid (11C-PiB) positron emission tomography and tau (18F-AV-1451) positron emission tomography, and episodic and semantic memory, language, executive and visuospatial functions assessment. Raw cognitive scores were converted to age-adjusted Z-scores (W-scores) and averaged to compute composite scores for each cognitive domain. Independent regressions were performed between 18F-AV-1451 binding and each cognitive domain, and we used the Biological Parametric Mapping toolbox to further control for local grey matter volumes, 11C-PiB uptake, or both. Partial correlations and causal mediation analyses (mediation R package) were then performed in brain regions showing an association between cognition and both 18F-AV-1451 uptake and grey matter volume. Our results showed that decreased cognitive performance in each domain was related to increased 18F-AV-1451 binding in specific brain regions conforming to established brain-behaviour relationships (i.e. episodic memory: medial temporal lobe and angular gyrus; semantic memory: left anterior temporal regions; language: left posterior superior temporal lobe and supramarginal gyrus; executive functions: bilateral frontoparietal regions; visuospatial functions: right more than left occipitotemporal regions). This pattern of regional associations remained essentially unchanged-although less spatially extended-when grey matter volume or 11C-PiB uptake maps were added as covariates. Mediation analyses revealed both direct and grey matter-mediated effects of 18F-AV-1451 uptake on cognitive performance. Together, these results show that tau pathology is related in a region-specific manner to cognitive impairment in Alzheimers disease. These regional relationships are weakly related to amyloid burden, but are in part mediated by grey matter volumes. This suggests that tau pathology may lead to cognitive deficits through a variety of mechanisms, including, but not restricted to, grey matter loss. These results might have implications for future therapeutic trials targeting tau pathology.


The Journal of Nuclear Medicine | 2013

Longitudinal Evaluation of Left Ventricular Substrate Metabolism, Perfusion, and Dysfunction in the Spontaneously Hypertensive Rat Model of Hypertrophy Using Small-Animal PET/CT Imaging

Andrew M. Hernandez; Jennifer S. Huber; Stephanie T. Murphy; Mustafa Janabi; Gengsheng L. Zeng; Kathleen M. Brennan; James P. O'Neil; Youngho Seo; Grant T. Gullberg

Myocardial metabolic and perfusion imaging is a vital tool for understanding the physiologic consequences of heart failure. We used PET imaging to examine the longitudinal kinetics of 18F-FDG and 14(R,S)-18F-fluoro-6-thia-heptadecanoic acid (18F-FTHA) as analogs of glucose and fatty acid (FA) to quantify metabolic substrate shifts with the spontaneously hypertensive rat (SHR) as a model of left ventricular hypertrophy (LVH) and failure. Myocardial perfusion and left ventricular function were also investigated using a newly developed radiotracer 18F-fluorodihydrorotenol (18F-FDHROL). Methods: Longitudinal dynamic electrocardiogram-gated small-animal PET/CT studies were performed with 8 SHR and 8 normotensive Wistar-Kyoto (WKY) rats over their life cycle. We determined the myocardial influx rate constant for 18F-FDG and 18F-FTHA (KiFDG and KiFTHA, respectively) and the wash-in rate constant for 18F-FDHROL (K1FDHROL). 18F-FDHROL data were also used to quantify left ventricular ejection fraction (LVEF) and end-diastolic volume (EDV). Blood samples were drawn to independently measure plasma concentrations of glucose, insulin, and free fatty acids (FFAs). Results: KiFDG and KiFTHA were higher in SHRs than WKY rats (P < 3 × 10−8 and 0.005, respectively) independent of age. A decrease in KiFDG with age was evident when models were combined (P = 0.034). The SHR exhibited higher K1FDHROL (P < 5 × 10−6) than the control, with no age-dependent trends in either model (P = 0.058). Glucose plasma concentrations were lower in SHRs than controls (P < 6 × 10−12), with an age-dependent rise for WKY rats (P < 2 × 10−5). Insulin plasma concentrations were higher in SHRs than controls (P < 3 × 10−3), with an age-dependent decrease when models were combined (P = 0.046). FFA levels were similar between models (P = 0.374), but an increase with age was evident only in SHR (P < 7 × 10−6). Conclusion: The SHR exhibited alterations in myocardial substrate use at 8 mo characterized by increased glucose and FA utilizations. At 20 mo, the SHR had LVH characterized by decreased LVEF and increased EDV, while simultaneously sustaining higher glucose and similar FA utilizations (compared with WKY rats), which indicates maladaptation of energy substrates in the failing heart. Elevated K1FDHROL in the SHR may reflect elevated oxygen consumption and decreased capillary density in the hypertrophied heart. From our findings, metabolic changes appear to precede mechanical changes of LVH progression in the SHR model.

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James P. O'Neil

Lawrence Berkeley National Laboratory

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Rik Ossenkoppele

VU University Medical Center

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Nagehan Ayakta

University of California

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Joel H. Kramer

University of California

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