Abstract
Histological and behavioral research in bipolar disorder (BD) implicates structural abnormalities in the hippocampus. Brain-derived neurotrophic growth factor (BDNF) protein is associated with hippocampal development and plasticity, and in mood disorder pathophysiology. We tested the hypotheses both the BDNF val66met polymorphism and BD diagnosis are associated with decreased hippocampus volume, and individuals with BD who carry the met allele have the smallest hippocampus volumes compared to individuals without BD and val/val homozygotes. We further explored localization of morphological differences within hippocampus in BD associated with the met allele. Twenty individuals with BD and 18 healthy comparison (HC) subjects participated in high resolution magnetic resonance imaging scans from which hippocampus volumes were defined and measured. We used linear mixed model analysis to study effects of diagnosis and BDNF genotype on hippocampus volumes. We then employed three-dimensional mapping to localize areas of change within hippocampus associated with the BDNF met allele in BD. We found hippocampus volumes were significantly smaller in BD compared to HC subjects, and presence of the BDNF met allele was associated with smaller hippocampus volume in both diagnostic groups. The BD subgroup who carried the BDNF met allele had the smallest hippocampus volumes, and three-dimensional mapping identified these decreases were most prominent in left anterior hippocampus. These results support effects of BD diagnosis and BDNF genotype on hippocampus structure and suggest a genetic subgroup within BD who may be most vulnerable to deficits in hippocampus and may most benefit from interventions that influence BDNF-mediated signaling.
Keywords: bipolar disorder, brain derived neurotrophic growth factor, BDNF gene, hippocampus, magnetic resonance imaging, single-nucleotide polymorphism
INTRODUCTION
Histological and molecular studies in bipolar disorder (BD) consistently demonstrate cellular abnormalities within hippocampus. Post-mortem studies report decreased hippocampal cell number and density in BD (Benes et al, 1998; Bielau et al, 2005; Chambers and Perrone-Bizzozero, 2004; Rosoklija et al, 2000) and magnetic resonance spectroscopy studies demonstrate reduced levels of N-acetyl-aspartate, a putative marker for neuronal integrity, in the hippocampus of BD subjects relative to healthy comparison (HC) subjects (Bertolino et al, 2003; Deicken et al, 2003). Abnormal levels of biochemical markers related to neuronal sprouting and plasticity (Dowlatshahi et al, 2000; Fatemi et al, 2001; MacDonald et al, 2006), cell signaling (Law and Deakin, 2001) and oxidative metabolism (Konradi et al, 2004) have also been observed in the hippocampus in BD.
Consistent with cellular evidence for hippocampal pathology, there is convergent behavioral data supporting hippocampal dysfunction in BD. Impaired performance on tests of episodic verbal memory, a measure of hippocampal function, is one of the most frequently reported cognitive deficits in BD (Cavanagh et al, 2002; Clark et al, 2001; Deckersbach et al, 2004; Glahn et al, 2005; Pavuluri et al, 2006; van Gorp et al, 1999; Wolfe et al, 1987). These deficits are present in children and adults with BD, and across mood states. Their presence in youth, during euthymic periods (Clark et al, 2001; Sweeney et al, 2000; van Gorp et al, 1999; Wolfe et al, 1987), and in unaffected monozygotic twins of BD subjects and non-twin siblings of patients with BD (Gourovitch et al, 1999; Keri et al, 2001) suggests hippocampal dysfunction may reflect an underlying vulnerability for BD.
Despite these observations, morphometric imaging studies of hippocampus in BD fail to provide consistent evidence of decreased volume. Several studies demonstrate significant decreases in the volume of grey matter in individuals with BD compared to HC subjects (Frazier et al, 2005; Hauser et al, 1989; Noga et al, 2001; Strasser et al, 2005; Swayze et al, 1992). However, other studies report only a trend toward smaller hippocampus volume in BD (Blumberg et al, 2003; Brambilla et al, 2003), or no difference between BD and HC groups (Altshuler et al, 2000; Chang et al, 2005; Chen et al, 2004a; Hauser et al, 2000; Strakowski et al, 1999). Variability in these findings may reflect the presence of hippocampal deficits only within particular demographic or clinical subgroups as age, sex and presence of psychotic symptoms have all been associated with variability in hippocampal volume in BD (Blumberg et al, 2003; Chambers and Perrone-Bizzozero, 2004; Frazier et al, 2005; Sax et al, 1999; Strasser et al, 2005; Velakoulis et al, 1999). It is also possible that studies may vary in the proportion of individuals within the samples carrying different polymorphic variants in genes associated with hippocampus morphology.
Cellular studies suggest brain derived neurotrophic growth factor (BDNF) has the potential to influence hippocampus morphology in BD. BDNF promotes neuron growth and synapse formation (Maisonpierre et al, 1990; Thoenen, 1995) and low BDNF levels are implicated in hippocampal deficits in animal models of mood disorders (Chen et al, 2001; Duman and Charney, 1999; Duman et al, 1997; Nibuya et al, 1995; Santarelli et al, 2003). Decreased levels of BDNF protein have since been detected peripherally during depressed and manic episodes, and in brain tissue in post-mortem studies of BD (Cunha et al, 2006; Knable et al, 2004; Neumeister et al, 2005). In addition, research in rodents shows medications used to treat BD increase neural BDNF levels (Bennett et al, 2000; Hashimoto et al, 2002) including specific increases within hippocampus (Frey et al, 2006; Fukumoto et al, 2001).
The val66met BDNF polymorphism is a functional variation associated with deficiencies in intracellular trafficking and activity-dependent release of BDNF (Chen et al, 2004b; Egan et al, 2003). This allele is also associated with impaired episodic memory, decreased hippocampus recruitment and decreased hippocampus volume in HC, major depression, and schizophrenia (Bueller et al, 2006; Frodl et al, 2007; Hariri et al, 2003; Pezawas et al, 2004; Szeszko et al, 2005). In this study we tested the hypotheses the BDNF val66met variant would influence hippocampus volumes in both HC and BD study groups, and individuals with BD who carry at least one copy of the met allele (val/met or met/met genotype) would have the smallest hippocampus volumes compared to BD val/val homozygotes and HC subjects. We also employed a technique to evaluate three-dimensional (3-D) hippocampus maps in an effort to localize the areas of change within hippocampus in BD most strongly associated with the BDNF val66met polymorphism.
METHODS
Subjects
Subjects included 20 adults with BD (11 female, ages 21–56 years, race: 18 European-American, 2 Other) and 18 HC participants (12 female, ages 18–58 years, race: 13 European-American, 3 African-American, 2 Other). Subjects with BD included 12 val/val homozygotes and 8 “met carriers” (7 individuals heterozygous for the met allele and 1 met/met homozygote). In the HC group, 12 subjects were homozygous for the val allele and 6 subjects were met carriers (all heterozygous for the met allele). Study subjects were recruited through the Veterans Affairs Connecticut Health Care System, West Haven; the Yale School of Medicine, New Haven, CT; practitioners in the community or from advertisement in local newspapers. All subjects provided written, informed consent for participation in this study protocol as approved by the Yale School of Medicine and Department of Veterans Affairs institutional review boards.
Presence or absence of DSM-IV Axis I disorders was confirmed using the Structured Clinical Interview for DSM-IV Axis I Disorders, Version 2.0 (First et al, 1995). None of the participants had a significant medical or neurologic illness, history of loss of consciousness greater than 5 minutes, or active drug or alcohol dependence. HC subjects also lacked a personal history of an Axis I disorder.
Mean age of BD onset, as defined by subject report of the first incidence of mood symptoms to satisfy DSM-IV criteria for a depressive or manic/hypomanic episode, was 21 years (SD = 8 years; range = 11–35 years). Mean length of BD illness duration was 18 years (SD = 10 years; range = 2–40 years). Five (25%) of the BD subjects had experienced past psychotic symptoms that occurred within the context of a manic episode. None of the subjects were psychotic at time of scan. Two (10%) of the BD subjects had a prior history of panic disorder. Fourteen (70%) of the BD subjects had a prior history of substance abuse or dependence (including alcohol). All were in remission for at least 1 year (range 1–27 years), with the exception of 1 subject who was in remission for 5 months. Average length of time in remission was 11 years. Five (25%) had a prior history of alcohol dependence, two of whom had additional co-morbid substance dependence (1 cocaine and 1 polysubstance dependence). One subject had a prior history of cannabis dependence. An additional 8 BD subjects (40%) had a prior history of substance abuse (4 alcohol and cannabis, 2 alcohol only, 1 cannabis only and 1 abused multiple substances). Eight (40%) of the BD subjects met past criteria for rapid cycling. Six (30%) of the BD subjects were euthymic at time of scan, 8 (40%) were depressed and 5 (25%) were manic or hypomanic. Six (30%) of the BD subjects were unmedicated at the time of scan. Of the remaining 13 subjects, 5 (25%) were prescribed lithium salts, 8 (40%) an anticonvulsant, 6 (30%) an atypical antipsychotic, 6 (30%) an antidepressant and 1 (5%) levothyroxine.
Genotyping
Blood was collected by venopuncture and frozen at −20° C. Samples were thawed and DNA extracted using Puregene kits (Gentra, Minneapolis, Minnesota). The BDNF gene polymorphism at position 196 (codon 66), G/A (val/met) was identified using an ABI TaqMan assay (Applied Biosystems, Foster City, California) (Shi et al, 1999).
Acquisition and Processing of Magnetic Resonance Images
Magnetic resonance imaging (MRI) scans were obtained using a single 1.5-T scanner (GE Signa; General Electric, Milwaukee, Wisconsin). Head position was standardized using canthomeatal landmarks and image parameters set at a 3-D sagittal spoiled gradient echo sequence (repetition time, 24 milliseconds; echo time, 5 milliseconds; flip angle, 45°; frequency encoding superior/inferior; no wrap; 256×192 matrix; field of view, 30 cm; 2 excitations; slice thickness, 1.2 mm; and 124 contiguous slices).
Hand-tracing of Hippocampus Region of Interest (ROI)
Prior to tracing of the hippocampus, half of the brain images were flipped in left-right orientation. Personnel blind to subject diagnosis and left-right brain orientation performed the hippocampus delineations. Methods for stripping the skull and segmenting the brain are described previously (Blumberg et al, 2003). Total brain volume (TBV) was calculated as volume of cerebral gray matter plus white matter with inter-rater intraclass correlation coefficients of 0.999, as assessed on 10 scans. The hippocampus was defined by manual tracing performed by one of two trained research personnel whose interrater intraclass reliability coefficients were 0.924 for left hippocampus and 0.902 for right hippocampus traced on 10 brains. Tracings were performed in the coronal plane according to methods previously described (Blumberg et al, 2003; Kates et al, 1997; Peterson et al, 2001). Briefly, the anterior of the hippocampus was defined by the slice at which the temporal horn shifts from a lateral to superior position in relation to the hippocampus. The posterior boundary was defined by the slice in which the splenium of the corpus callosum begins to join the fornix. Final tracings were confirmed in orthogonal views.
Three-Dimensional Mapping of Hippocampus Morphology
Three-D mapping of the hippocampus was performed using an extended robust point matching (RPM) non-rigid registration algorithm (Duncan et al, 2004; Papademetris et al, 2003) that is part of the Yale BioImage Suite image analysis package (Papademetris et al, 2006). First, all hippocampal tracings were registered to that of a single subject using RPM. An average transformation from all subjects was then used to warp the single subject’s right and left hippocampus to generate new synthetic hippocampus tracings whose shape and size were effectively means of the dataset. All original subjects’ hippocampus tracings (N=38) were then registered to these templates using RPM. Final registrations were verified visually for accuracy, and a map of local expansion or contraction created based on the determinant of the Jacobian of the displacement field generated by each registration (Staib et al, 2006). This analysis produced a Jacobian map where each voxel had a value representing the local volume change required to map an individual subject to the mean template (i.e. 1= no volume change, > 1 = individual subject is larger than the template and < 1 = individual subject is smaller than the template). These Jacobian maps were checked to ensure transformations were free of singularities (i.e. |J|<0).
Statistical Analyses
Hippocampus ROI Analyses
Statistical analyses for ROI-based hippocampus tracings were performed using SAS software, version 9.1 (SAS Institute Inc., Cary, NC). All subjects (N = 38) were included in a linear mixed model analysis with group (BD vs. HC) and BDNF genotype (val/val vs. met carriers) (Egan et al, 2003; Hariri et al, 2003) as the between-subjects factors. Hemisphere (left vs. right) was included as a within-subjects exploratory factor and all 2- and 3- way interactions were tested. Subject was used as the clustering factor. Age and sex were included as covariates based on previous reports implicating these factors in hippocampus volume (Blumberg et al, 2003; Frazier et al, 2005; Pruessner et al, 2001). TBV was included as a co-variate to account for general scaling effects. Least squares means were calculated from the mixed model for hippocampus volume and plotted to interpret effects of diagnosis and genotype (Figure 1).
Figure 1.

The graph displays LS means and standard errors for hippocampus volumes by BDNF genetic variation and diagnosis. Volumes were reduced significantly in association with the presence of the met allele and with BD diagnosis. Individuals with BD who carried the BDNF met allele had the smallest hippocampus volumes. Sample sizes for each group are as follows: HC val/val N=12, HC met (val/met genotype) N=6, BD val/val N=12 and BD met (val/met and met/met) N=7.
Abbreviations: BD, Bipolar disorder; BDNF, Brain derived neurotrophic growth factor; LS, least square
Post-hoc analyses were conducted to explore potential main effects within the BD group of clinical variables including illness onset or duration, history of psychosis, history of substance abuse or dependence (treated as a dichotomous variable), rapid cycling, mood state, presence or absence of medications at time of scan and effects of individual classes of psychotropic medications on hippocampus volumes in BD.
Three-Dimensional Mapping of Hippocampus Morphology
Three-D mapping methods were used to localize effects of BDNF genotypes within BD by performing 2-sample t-tests comparing BD val/val homozygotes with BD met carriers at all hippocampus voxels. These analyses were performed using the Yale BioImage Suite software package (http://www.bioimagesuite.org) with morphometric Jacobian values as the dependent variables. Significant localized effects of BDNF genotype were plotted on a 3-D rendering of the mean of the hippocampus tracings for all participants.
RESULTS
There were no significant differences in sex or genotype distribution between diagnostic groups. There was a significant difference in mean age between diagnostic groups as the HC group contained significantly younger subjects than the group with BD (M HC = 28, SD = 12; M BD = 40, SD = 9; p < 0.001). Within the BD group, met carriers did not differ from val/val homozygotes on any of the clinical variables measured.
The ROI analyses revealed significant main effects of both genotype (F1,31 = 13.3; p < 0.001) and group (F 1,31 = 8.1; p < 0.008) on hippocampus volume. Carriers of the BDNF met allele had significantly smaller least square (LS) mean hippocampus volumes than individuals homozygous for the val allele (LSmeanmet= 2433, SEmet = 115; LSmeanval= 2950, SEval = 86). In addition, the BD group demonstrated smaller hippocampus volumes than the HC group (LSmean BD= 2458, SE BD = 100; LSmean HC = 2925, SE HC = 100). BD met carriers had the smallest hippocampal volumes compared to BD val/val homozygotes and HC subjects (LSmean HCval = 3166, SE = 134; LSmean HCmet = 2683, SE = 178; LSmean BDval = 2734, SE = 125; LSmean BDmet = 2181, SE = 149) (Figure 1). The ROI analyses of genotype and group remained significant using only the subgroup of European-American subjects (p < 0.001 and p < 0.01, respectively). Individual subject data points are illustrated in Supplementary Figure 1. The interaction between genotype and group was not significant. There were also no significant main effects of age, sex, hemisphere or any of the clinical variables explored on hippocampus volumes (p > 0.12 for all analyses).
Three-D morphologic mapping demonstrated localized decreases in hippocampus volume in BD met carriers compared to BD val/val homozygotes within the left anterior hippocampus where two regions of difference were evident (p< 0.05, uncorrected). One region contained an area that survived significance of p<0.0005 (Figure 2).
Figure 2.

This image demonstrates three-dimensional morphometric mapping of regions of significant difference in BD BDNF met carriers compared to BD BDNF val/val homozygotes (p<0.05, uncorrected). In the left anterior hippocampus, in addition to a small area of decreased volume (single arrow), there was a more prominent area of decreased volume that included a region at the level of significance of p<0.0005 (indicated by the double arrow).
Abbreviations: BD, Bipolar disorder; BDNF, Brain-derived neurotrophic growth factor
DISCUSSION
In this study, adults with BD had significantly smaller hippocampus volumes than HC subjects. This decrease in volume is consistent with observed reductions in cellular number and density in postmortem studies of hippocampus in BD. In addition, presence of the BDNF met allele was associated with reduced hippocampus volume in both HC and BD samples. Hippocampus volume was smallest in the individuals with BD who carried the BDNF met allele, as compared to HC subjects and BD val/val homozygotes. We suggest the BDNF met allele may function as one of several factors that, along with a diagnosis of BD, put the hippocampus beyond a threshold for normal structure and function. Thus, the subgroup with BD that carries the met allele may be a subgroup most vulnerable to hippocampus-related deficits.
The effects of the BNDF met allele in BD were localized to left anterior hippocampus. This finding is consistent with the neurovegetative, emotional and cognitive symptoms associated with this disorder. Anterior hippocampus and its non-human primate analogue ventral hippocampus (Jay and Witter, 1991; Sasaki et al, 2004) have substantial connections with the hypothalamic-pituitary-adrenal (HPA) axis, amygdala and prefrontal cortex that are implicated in the above symptoms (Bannerman et al, 2004). Anterior hippocampus activity has been associated with modulation of the HPA axis (Aihara et al, 2007; Colla et al, 2007) and hippocampus neurotrophin expression has been proposed to directly mediate this association (Uys et al, 2006). Behavioral studies demonstrate specialization of ventral or anterior hippocampus in select memory functions in rodents and in both human and non-human primates (Colombo et al, 1998; Dolan and Fletcher, 1999; Kjelstrup et al, 2002; Sinnamon et al, 1978; Stevens and Cowey, 1973; Strange et al, 1999). Anterior hippocampus may also be associated with anxiety-related behaviors such as in individuals with post-traumatic stress disorder who demonstrate reductions in anterior hippocampus activity and volume (Etkin and Wager, 2007; Vythilingam et al, 2005). Differences in anterior hippocampus volume have also been associated with schizophrenia (Bilder et al, 1995; Narr et al, 2004; Pegues et al, 2003). Together, these findings raise questions as to whether individuals with BD who have decreased anterior hippocampus volume might represent a clinically distinct subgroup within the heterogeneous presentations of BD. One might expect these individuals to demonstrate abnormalities related to anterior hippocampus-based circuitry including HPA dysfunction, memory impairment, and symptoms of anxiety or psychosis. This spectrum of symptoms may reflect a phenotypic presentation that exists across psychiatric disorders demonstrating a gene-related neuroanatomical abnormality.
Indeed, decreases in hippocampus volume in association with the BDNF met allele are not specific to BD. They have been reported in major depression (Frodl et al, 2007) and schizophrenia (Szeszko et al, 2005). These studies, in addition to our current findings, suggest the BDNF met allele may be associated with hippocampus-related phenotypic features common to several psychiatric diagnoses. Further investigation into BDNF-mediated effects may help parse the heterogeneous features of these disorders, as well as suggest mechanisms that underlie their common symptoms.
Variation in BDNF genotype may have contributed to differences in hippocampus volume findings among previous MRI studies in BD (Blumberg et al, 2003; Brambilla et al, 2003; Chen et al, 2004a; Dickstein et al, 2005; Frazier et al, 2005; Hauser et al, 2000; Noga et al, 2001; Strakowski et al, 1999). Some studies report the BDNF val allele may be preferentially transmitted in BD (Neves-Pereira et al, 2002), although this finding is not universally reported (Zhang et al, 2006). There is also evidence the BDNF met and val alleles may be associated with clinical subgroups within BD (Geller et al, 2004; Green et al, 2006; McIntosh et al, 2007), supporting the hypothesis presence of the val or met alleles may modify different phenotypes within this disorder. McIntosh et al. report greater decreases in temporal lobe volumes in BD over a 4-year interval in association with the BDNF met allele (McIntosh et al, 2007), suggesting BDNF variation has dynamic effects on hippocampus volume during adulthood. Although duration of affective illness (Sheline et al, 1999), presence of psychotic symptoms (Strasser et al, 2005), age or stage of development (Blumberg et al, 2003; Frazier et al, 2005; Pruessner et al, 2001) and sex (Frazier et al, 2005; Pruessner et al, 2001) may also influence hippocampus volume, we did not detect significant influences of these factors in this study. However, the group sizes may have limited our power to detect such effects. We also did not detect significant effects of history of substance abuse or dependence on hippocampus volumes, although again power may have been limited to detect such effects. Differences in anterior hippocampus volume in association with alcohol dependence have been reported previously (Sullivan et al, 1995). Although this study found no association between lifetime alcohol consumption and hippocampus volume, it is possible that alcohol exposure could have influenced our findings.
Our results may have implications for clinical interventions in the treatment of BD as serotonergic antidepressant medications, mood-stabilizers such as lithium and valproic acid, and non-pharmacological treatments such as exercise have been shown to up-regulate BDNF and its associated neurotrophic effects in hippocampus (Duman and Monteggia, 2006; Frey et al, 2006; Fukumoto et al, 2001; Malberg et al, 2000; Manji et al, 2000; Santarelli et al, 2003). Lithium has also been associated with increases in hippocampus volume in persons with BD (Bearden et al, 2008; Yucel et al, 2007), including increases specifically within the hippocampus head (Yucel et al, 2008). These reports suggest persons with BD who carry the BDNF met allele might benefit most from treatments mediated by BDNF-related mechanisms. However, it is also possible that BDNF met carriers may be more resistant to these treatments if ability to mount a BDNF-related response is diminished in these individuals. Since the BDNF met allele has been associated with deficits in recovery from stress (Gould et al, 1997; Gould et al, 1998; Magarinos et al, 1996), it may be alternative strategies, such as stress and anxiety reduction, may be needed to reverse anterior hippocampus abnormalities. In addition, interaction between BDNF and serotonin proteins are implicated in neural development and plasticity (Duman, 2002; Peng et al, 2008; Sairanen et al, 2005). This suggests interaction of BDNF and serotonin related genes, such as the serotonin transporter gene polymorphisms (5-HTTLPR), may modulate hippocampus morphology in mood disorders. Sample sizes limited investigation into interactions between BDNF and 5-HTTLPR in this study, however future study of these interactions is warranted.
In sum, this study of the val66met polymorphism provides preliminary evidence that variation in BNDF has the potential to influence hippocampus structure in BD, and carriers of the met allele may be a subgroup within BD more vulnerable to hippocampus-related deficits. Potential influence of the BDNF val66met polymorphism on hippocampus provides one model of a molecular mechanism that may contribute to clinical heterogeneity within BD. Improved understanding of the role of BDNF in BD may help to identify a subset of patients who would most benefit from interventions that can target BDNF-related mechanisms and modify BDNF expression.
Supplementary Material
ACKNOWLEDGEMENTS
This article is dedicated to Ms. Kathleen Colonese who was devoted to helping those suffering from psychiatric illnesses and whose kindness to colleagues and participants alike touched us all. We give thanks to all of the participants in this study, and hope that this work may one day contribute to helping those living with bipolar disorder. We would like to thank Dr. Alark Joshi for his expertise in medical imaging and for his help in generating figure 2; Hedy Sarofin RTRMR and Terry Hickey RTRMRN for their technical expertise; Ann Marie Lacobelle for genotyping assistance; the nurses of the Biostudies Unit Angelina M. Genovese RNC, MBA, Elizabeth O’Donnell RN, and Brenda Breault RN, BSN; and the research subjects for their participation. We would also like to acknowledge the help and support of all members of the Mood Disorders Laboratory at Yale including Ms. Linda Spencer and Ms. Gina Williams, and Mr. Thomas Flanagan. The authors were supported by research grants from the Department of Veterans Affairs Research Career Development (HPB), Merit Review (HPB) and Research Enhancement Award Program (REAP) Awards (LGC, HPB, RSD, JG); the National Institute of Mental Health R01MH070902 (HPB), T32MH14276 (LGC, RSD), and R01EB006494 (XP); the National Alliance for Research on Schizophrenia and Depression (Great Neck, NY) (HPB); The Attias Family Foundation (HPB); and The Ethel F. Donaghue Women’s Investigator Program at Yale (New Haven, CT) (HPB).
Footnotes
DISCLOSURE/CONFLICT OF INTEREST
The authors declare that except for income received from primary employers no financial support or compensation has been received from any individual or corporate entity over the past 3 years for research or professional service aside from those listed below and there are no personal financial holdings that could be perceived as constituting a potential conflict of interests.
Dr. Blumberg: consultant: Pfizer, Inc.
Dr. Gelernter has received financial support or compensation for the following: related to consultation for Columbia University, the Thailand Center for Excellence for Life Sciences (TCELS), the University of CT Health Center, NIH, and Faegre & Benson; related to grant reviews for the National Institutes of Health; and related to academic lectures and editorial functions in various scientific venues (including the ACNP).
Dr. Duman has received consulting or speaker compensation from Psychogenics, Taisho, Lilly, Wyeth-Ayerst, Lundbeck, Organon, Sepracor and Takeda.
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