association of human hippocampal neurochemistry, serotonin transporter genetic variation, and...

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Association of human hippocampal neurochemistry, serotonin transporter genetic variation, and anxiety Jqrgen Gallinat, a, T Andreas Strfhle, a Undine E. Lang, b Malek Bajbouj, b Peter Kalus, a Christiane Montag, c Frank Seifert, c Catrin Wernicke, b Hans Rommelspacher, b Herbert Rinneberg, c and Florian Schubert c a Clinic for Psychiatry and Psychotherapy, Charite ´ University Medicine, Campus Mitte, St. Hedwig Krankenhaus, Turmstrasse 21, 10559 Berlin, Germany b Clinic for Psychiatry and Psychotherapy, Charite ´ University Medicine, Campus Benjamin Franklin, Germany c Laboratory for Biomedical Optics and NMR-Measuring Techniques, Division of Medical Physics and Metrological Information Technology, Physikalisch-Technische Bundesanstalt Berlin, Germany Received 29 July 2004; revised 19 December 2004; accepted 8 January 2005 Available online 25 February 2005 The impact of the serotonin transporter (5-HTT) gene-linked polymorphic region (5-HTTLPR) on anxiety-related behavior and related cerebral activation has facilitated the understanding of neurobiological mechanisms of anxiety. However, the influence of the 5-HTTLPR genotype on hippocampal neuronal development and neurochemistry, which is relevant to anxiety behavior, has not been investigated. In 38 healthy subjects, absolute concentrations of N- acetylaspartate (NAA) were measured as a main surrogate parameter for hippocampal neurochemistry on a 3-T scanner. A significantly lower hippocampal NAA concentration in s allele carriers was observed as compared to l/l genotype. Other metabolites (choline, creatine + phosphocreatine, glutamate) were unaffected by genotype. The hippocampal NAA concentration was negatively correlated with trait anxiety scores (STAI). Metabolites measured in the anterior cingulate cortex (reference region) were not associated with genotype. The results are in accordance with the recently reported relationship between hippocampal neuronal development and anxiety behavior in adult animals and show an association between human limbic neurochemistry and genetically driven serotonergic neurotransmission relevant to anxiety. D 2005 Elsevier Inc. All rights reserved. Keywords: Human hippocampal neurochemistry; Serotonin transporter genetic variation; Anxiety; Magnetic resonance spectroscopy Introduction Several lines of evidence suggest that the central serotonergic (5- HT) neurotransmission plays a crucial role in the modulation of anxiety-related behavior (Charney and Deutch, 1996; Senkowski et al., 2003). Moreover, there is a growing body of evidence that serotonin plays a critical role in neuronal development including cell proliferation, differentiation, and synaptogenesis (Magarinos et al., 1999; McKittrick et al., 2000). Animal data show that insufficient or excessive levels of serotonin during the postnatal period lead to a long-lasting change in hippocampal plasticity, including a decreased dendritic spine density (Haring and Yan, 1999; Yan et al., 1997). A recent study suggests that normal anxiety-like behavior in the adult requires proper signaling by serotonin via forebrain (hippocampus and cerebral cortex) 5-HT 1a receptors during the early postnatal period (Gross et al., 2002). These findings indicate a relationship between hippocampal development, serotonin, and anxiety-related behavior and are in accordance with early neuroanatomical models of anxiety (Gray, 1988). In the past few years, the genetic background of serotonergic neurotransmission has gained interest with respect to anxiety- related traits (Lesch et al., 1996) and activation of brain circuits relevant to anxiety behavior (Gallinat et al., 2003; Hariri et al., 2002). In humans, a 5-HT transporter (5-HTT) gene-linked polymorphic region (5-HTTLPR) resulting in allelic variation of 5-HTT expression has been investigated extensively. Among the relatively large trials, 5 studies did find evidence for a weak association between the 5-HTTLPR and anxiety-related traits (Greenberg et al., 2000; Lesch et al., 1996; Mazzanti et al., 1998; Melke et al., 2001; Murakami et al., 1999), and three did not (Flory et al., 1999; Jorm et al., 1998; Lang et al., 2004), and several smaller studies have also been published with conflicting results. Using transfected cells (Lesch et al., 1996) and human platelets (Greenberg et al., 1999), it was shown that the short (s) allele of this polymorphism is linked to a lower transcriptional efficiency of the promoter which may be associated with a higher availability 1053-8119/$ - see front matter D 2005 Elsevier Inc. All rights reserved. doi:10.1016/j.neuroimage.2005.01.001 T Corresponding author. Fax: +49 30 2311 2903. E-mail address: [email protected] (J. Gallinat). Available online on ScienceDirect (www.sciencedirect.com). www.elsevier.com/locate/ynimg NeuroImage 26 (2005) 123 – 131

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Page 1: Association of human hippocampal neurochemistry, serotonin transporter genetic variation, and anxiety

www.elsevier.com/locate/ynimg

NeuroImage 26 (2005) 123–131

Association of human hippocampal neurochemistry, serotonin

transporter genetic variation, and anxiety

Jqrgen Gallinat,a,T Andreas Strfhle,a Undine E. Lang,b Malek Bajbouj,b Peter Kalus,a

Christiane Montag,c Frank Seifert,c Catrin Wernicke,b Hans Rommelspacher,b

Herbert Rinneberg,c and Florian Schubertc

aClinic for Psychiatry and Psychotherapy, Charite University Medicine, Campus Mitte, St. Hedwig Krankenhaus, Turmstrasse 21, 10559 Berlin, GermanybClinic for Psychiatry and Psychotherapy, Charite University Medicine, Campus Benjamin Franklin, GermanycLaboratory for Biomedical Optics and NMR-Measuring Techniques, Division of Medical Physics and Metrological Information Technology,

Physikalisch-Technische Bundesanstalt Berlin, Germany

Received 29 July 2004; revised 19 December 2004; accepted 8 January 2005

Available online 25 February 2005

The impact of the serotonin transporter (5-HTT) gene-linked

polymorphic region (5-HTTLPR) on anxiety-related behavior and

related cerebral activation has facilitated the understanding of

neurobiological mechanisms of anxiety. However, the influence of

the 5-HTTLPR genotype on hippocampal neuronal development and

neurochemistry, which is relevant to anxiety behavior, has not been

investigated. In 38 healthy subjects, absolute concentrations of N-

acetylaspartate (NAA) were measured as a main surrogate parameter

for hippocampal neurochemistry on a 3-T scanner. A significantly

lower hippocampal NAA concentration in s allele carriers was

observed as compared to l/l genotype. Other metabolites (choline,

creatine + phosphocreatine, glutamate) were unaffected by genotype.

The hippocampal NAA concentration was negatively correlated with

trait anxiety scores (STAI). Metabolites measured in the anterior

cingulate cortex (reference region) were not associated with genotype.

The results are in accordance with the recently reported relationship

between hippocampal neuronal development and anxiety behavior in

adult animals and show an association between human limbic

neurochemistry and genetically driven serotonergic neurotransmission

relevant to anxiety.

D 2005 Elsevier Inc. All rights reserved.

Keywords: Human hippocampal neurochemistry; Serotonin transporter

genetic variation; Anxiety; Magnetic resonance spectroscopy

Introduction

Several lines of evidence suggest that the central serotonergic (5-

HT) neurotransmission plays a crucial role in the modulation of

1053-8119/$ - see front matter D 2005 Elsevier Inc. All rights reserved.

doi:10.1016/j.neuroimage.2005.01.001

T Corresponding author. Fax: +49 30 2311 2903.

E-mail address: [email protected] (J. Gallinat).

Available online on ScienceDirect (www.sciencedirect.com).

anxiety-related behavior (Charney and Deutch, 1996; Senkowski et

al., 2003). Moreover, there is a growing body of evidence that

serotonin plays a critical role in neuronal development including

cell proliferation, differentiation, and synaptogenesis (Magarinos et

al., 1999; McKittrick et al., 2000). Animal data show that

insufficient or excessive levels of serotonin during the postnatal

period lead to a long-lasting change in hippocampal plasticity,

including a decreased dendritic spine density (Haring and Yan,

1999; Yan et al., 1997). A recent study suggests that normal

anxiety-like behavior in the adult requires proper signaling by

serotonin via forebrain (hippocampus and cerebral cortex) 5-HT1a

receptors during the early postnatal period (Gross et al., 2002).

These findings indicate a relationship between hippocampal

development, serotonin, and anxiety-related behavior and are in

accordance with early neuroanatomical models of anxiety (Gray,

1988).

In the past few years, the genetic background of serotonergic

neurotransmission has gained interest with respect to anxiety-

related traits (Lesch et al., 1996) and activation of brain circuits

relevant to anxiety behavior (Gallinat et al., 2003; Hariri et al.,

2002). In humans, a 5-HT transporter (5-HTT) gene-linked

polymorphic region (5-HTTLPR) resulting in allelic variation of

5-HTT expression has been investigated extensively. Among the

relatively large trials, 5 studies did find evidence for a weak

association between the 5-HTTLPR and anxiety-related traits

(Greenberg et al., 2000; Lesch et al., 1996; Mazzanti et al., 1998;

Melke et al., 2001; Murakami et al., 1999), and three did not

(Flory et al., 1999; Jorm et al., 1998; Lang et al., 2004), and

several smaller studies have also been published with conflicting

results.

Using transfected cells (Lesch et al., 1996) and human platelets

(Greenberg et al., 1999), it was shown that the short (s) allele of

this polymorphism is linked to a lower transcriptional efficiency

of the promoter which may be associated with a higher availability

Page 2: Association of human hippocampal neurochemistry, serotonin transporter genetic variation, and anxiety

J. Gallinat et al. / NeuroImage 26 (2005) 123–131124

of 5-HT in the synaptic cleft than the long (l) allele. Using in vivo

single photon emission computed tomography (SPECT) imaging

in healthy subjects, serotonin transporter availability was reported

to be higher for l/l individuals compared to s carriers (Heinz et al.,

2000), which was not replicated in another SPECT investigation

with a larger sample size (Jacobsen et al., 2000). A more complex

relationship was found in a sample of 96 healthy subjects with a

greater transporter availability in l/l (trend) and s/s subjects (sig-

nificance) compared to s/l individuals (van Dyck et al., 2004). A

post-mortem ligand binding studies in human brain showed

increased 5-HTT binding levels and serotonin transporter mRNA

density in individuals with the l/l versus l/s or s/s genotypes (Little

et al., 1998). Experiments in 5-HTT knock out mice, which show

enhanced synaptic 5-HT concentrations, provided evidence for

abnormalities in hippocampal neurochemistry (Fabre et al., 2000;

Mossner et al., 2002). We therefore hypothesized that the 5-

HTTLPR genotype plays a role in the integrity of the human

hippocampus.

In the present study, the hippocampus was investigated in vivo

with single voxel proton magnetic resonance spectroscopy (1H-

MRS). Due to the important role of the hippocampus in emotional

processing including anxiety (Fish et al., 1993; Kim and

Fanselow, 1992; Seidenbecher et al., 2003) together with its

larger volume (compared to the amygdala), which provides a

better signal-to-noise ratio in voxel based MRS, it defines this

structure as an interesting target region for MRS. Absolute

concentrations of N-acetylaspartate (NAA) were determined in 38

healthy volunteers. NAA is considered to be a neuronal as well as

axonal marker (Ross and Bluml, 2001), and some authors have

speculated that NAA may also reflect a decreased synaptic

density (Li et al., 1999). As a reference region, the anterior

cingulate cortex (ACC) was investigated. In order to assess

anxiety behavior, the self-rating Spielberger State Trait Anxiety

Inventory (STAI) (Laux et al., 1981) was applied and genotyping

of the 5-HTTLPR was performed.

Table 1

Clinical data for subjects separated by genotype

Total

N 38

Age F SD (years) 35.9 (9.9)

Gender (m/f) 19/19

Handedness (r/l) 33/5

Education years 13.6 (2.5)

Smokers 14

STAI state score 35.1 (8.7)

STAI trait score 33.9 (7.5)

NAA concentration ACC (mmol/l) 13.6 (1.2)

NAA concentration Hip (mmol/l) 11.6 (1.0)

Percentage of gray matter volume Hip 64.5 (10.3)

Percentage of white matter volume Hip 32.5 (10.4)

Percentage of CSF volume Hip 3.0 (3.3)

Percentage of gray matter volume ACC 60.0 (9.4)

Percentage of white matter volume ACC 28.1 (6.0)

Percentage of CSF volume ACC 12.0 (8.2)

SD in parentheses.a Independent t test.b Chi-square test.

Materials and methods

Subjects

The study was approved by the ethics committee of the

University Hospital Benjamin Franklin, Free University Berlin

(Germany). The subjects were healthy individuals of German

descent who were recruited through newspaper advertisements. All

subjects gave written informed consent. Somatic as well as

psychiatric health status was evaluated by a structured telephone

questionnaire specifically designed for this purpose. In a second

step just before the MRS, a structured interview (Mini-Interna-

tional Neuropsychiatric Interview, MINI) (Sheehan et al., 1998)

was performed by a psychiatrist. Subjects were excluded when

fulfilling the criteria for an axis I disorder or being likely to have an

axis II disorder (Cluster A, B, or C) according to DSM-IV criteria.

Family history (first degree) of Axis I disorder was also an

exclusion criteria. Further reasons for exclusion were neurological

and general medical disorders or clinically relevant abnormalities.

For further methodological details, see Gallinat et al. (2002) and

Lang et al. (in press). Anxiety related behavior was measured using

the widely accepted STAI (Laux et al., 1981). Out of 40 subjects, 2

were excluded because of motion artifacts during the spectroscopic

measurement. Demographic and clinical data of the participants are

given in Table 1.

Magnetic resonance spectroscopy

Magnetic resonance measurements were carried out on a 3-T

scanner (MEDSPEC 30/100, Bruker Biospin, Ettlingen, Germany)

using a circularly polarized head coil. After automated global shim

of the linear, xz, z2, and x2�y2 field components using a procedure

developed inhouse, T1-weighted images (MDEFT, TE = 5.5 ms,

TR = 23.4 ms, 64 contiguous slices of 2 mm thickness, 1 mm

inplane (x�y) resolution) were acquired. After localized shim-

l/l s/l and s/s Test result

17 21 (16/5)

34.2 (10.0) 37.4 (9.8) n.s.a

7/10 12/9 n.s.b

14/3 19/2 n.s.b

14.2 (2.1) 13.0 (2.6) n.s.a

5 9 n.s.b

33.8 (6.6) 36.1 (10.1) n.s.a

32.8 (5.6) 34.8 (8.7) n.s.a

13.6 (1.3) 13.5 (1.2) n.s.a

12.0 (0.9) 11.3 (0.9) t = �2.601,

df = 36,

P = 0.013

62.6 (11.0) 66.1 (9.8) n.s.a

33.8 (10.9) 31.6 (10.1) n.s.a

3.7 (4.4) 2.4 (1.9) n.s.a

60.0 (10.8) 60.0 (8.4) n.s.a

28.0 (7.7) 28.1 (4.5) n.s.a

12.0 (8.2) 11.9 (8.3) n.s.a

Page 3: Association of human hippocampal neurochemistry, serotonin transporter genetic variation, and anxiety

Fig. 2. MR spectra (thin line: original) in the frequency range of interest

including fit (. . .), fitted baseline (——), and residual (thick line) as they are

returned by the TDFD method. Left: hippocampus voxel; right: anterior

cingulate voxel. Phantom spectra for NAA, glutamate, and glutamine were

included in the analysis. Note that no zero filling and line broadening of raw

data were performed.

J. Gallinat et al. / NeuroImage 26 (2005) 123–131 125

ming, MR spectra were acquired from 2 � 3 � 2 cm3 voxels

including the left hippocampus, and from 2.5 � 4 � 2 cm3 voxels

including the anterior cingulate of the volunteer brains (Fig. 1). No

other cerebral regions were investigated. For metabolite quantifi-

cation (vi), spectra were acquired from equal voxels in the center

of metabolite phantoms (0.1 M metabolite, pH 7.2, 378C). Aftermanual shimming to water line widths (FWHM) of 7–9 Hz and 6–

7 Hz for the two voxels, and determination of the radio frequency

power needed for a 908 excitation pulse, calibration of water

suppression (3 Gauss CHESS pulses of 25.6 ms duration) was

carried out, followed by acquisition of spectra with the PRESS

(point resolved spectroscopy) sequence using Shinnar–LeRoux-

optimized 908 and Mao refocusing pulses applied at the water

resonance frequency. To obtain one MR spectrum, 8 subspectra of

16 phase cycled scans each were recorded with TR = 3 s and TE =

80 ms, giving 128 averages. Subsequently, the water suppression

pulses were switched off to acquire a water-unsuppressed spectrum

(n = 8). Before further processing, the 8 individual metabolite

subspectra were corrected for eddy currents using the water-

unsuppressed spectrum and automatically frequency aligned

(Schubert et al., 2000) to correct for frequency shifts during the

scan time (of more than 6 min) caused by unvoluntary subject

motion and system instabilities. The resulting spectrum was

quantified using a program package that relies on a time

domain–frequency domain (TDFD) fitting procedure and involves

inclusion of phantom basis spectra and prior knowledge into the

fit, and background estimation by regularization (Elster et al.,

2000; Schubert et al., 2000, 2004). Extensive tests yielded mean

uncertainties (corresponding to Cramer–Rao lower bounds with

added uncertainties from background modeling) for the fitting of

NAA of 2.4–2.7% (Schubert et al., 2004). In the present spectra,

total choline (tCho), total creatine (tCr), NAA, glutamate, and

glutamine resonances were fitted by inclusion of phantom spectra

for the latter three and imposing the following prior knowledge:

constant frequency differences for glutamate, glutamine, and

NAA, equal line widths, adjustment of signal line shape to purely

Lorentzian. Typical spectra from hippocampus as well as cingulate

voxels including the fit result, background, and residual are shown

in Fig. 2. Metabolite amplitudes returned by the fitting procedure

were corrected for different coil loading by the phantoms and the

individual subject’s head (principle of reciprocity, (Danielsen and

Henriksen, 1994)) and for relaxation effects, assuming no differ-

Fig. 1. Voxel positions shown on typical brain MDEFT image

ences in relaxation behavior between the subjects. The transverse

relaxation time of NAA was determined using echo times of 50,

80, 135, 250, and 330 ms from 3 healthy volunteers to be 267 F15 ms for the hippocampus and 278 F 31 ms for the anterior

cingulate voxel. Longitudinal relaxation effects for NAA were

neglected because its T1 was estimated to be similar in the aqueous

phantom and in brain tissue. To correct the in vivo concentrations

for the content of cerebrospinal fluid of the voxels studied,

segmentation of the T1-weighted images was performed using

spm99 (Ashburner and Friston, 1997). Providing the highest retest

reliability (Schubert et al., 2004), a pixel was classified dependent

on which spm99 tissue classification had the greatest probability.

The csf fractions determined in the cingulate and hippocampus

voxels are presented in Table 1. As shown before (Schubert et al.,

2004), the segmentation performance did not suffer from the

incomplete brain coverage in the images used. Note that the

possible error introduced by erroneous estimation of csf fraction is

small given the small absolute fractions. Therefore, errors in csf

estimation caused by the small chemical shift displacement of

s; hippocampus (left), anterior cingulate cortex (right).

Page 4: Association of human hippocampal neurochemistry, serotonin transporter genetic variation, and anxiety

J. Gallinat et al. / NeuroImage 26 (2005) 123–131126

NAA and the deviation of the radio frequency pulses from perfect

rectangularity were regarded negligible.

Genetic analysis

Genomic DNAwas extracted from anticoagulated venous blood

samples using a salting out method (Miller et al., 1988). The

VNTR polymorphism in the promoter region of the serotonin

transporter gene was assessed in all participants of this study. The

PCRs were performed in a total volume of 20 Al containing 100 ng

DNA, primers each 10 pmol (Sander et al., 1997), 0.4 mM dNTPs,

0.5 U Taq polymerase (Invitek, Berlin, Germany) in 1 � NH4

buffer (Invitek, Berlin, Germany), and 1.5 mM MgCl2. PCRs were

done in a Perkin-Elmer system PE 9700 (Perkin-Elmer, Ueberlin-

gen, Germany). After denaturation at 988C for 3 min, the cycling

was performed 35 times at 948C for 30 s, at 638C for 60 s, and at

728C for 60 s, followed by a final elongation step at 728C for 10

min. The PCR products were separated in a 2.5% agarose gel

(Serva, Heidelberg, Germany) in 1 � Tris–Borate–EDTA buffer.

Fragments showed a length of 484 bp for the short allele (14

repeats) and of 528 bp for the long allele (16 repeats). GenBank

accession number: X76753.

Apart from the 5-HTTLPR genotype, the G1947A COMT

(Val108/158Met) gene polymorphism has been tested with respect

to an association with NAA (manuscript in preparation). In the

future, it is planned to test further genetic polymorphisms in a

larger sample of healthy subjects including the present sample.

Statistical analyses

Statistical comparisons between the two genotypes (s carriers

versus non-s carriers) were performed by analysis of variance for

metric demographic data or v2 test for dichotomous variables. The

effect of 5-HTTLPR on NAA concentration was assessed by

ANOVA using 5-HTTLPR genotype as factor and age as covariate.

The association between NAA concentration and STAI trait

anxiety scores was investigated with the Pearson correlation

analysis. All tests were performed at a level of significance equal

to 0.05.

1 ANOVA with the 5-HTTLPR as three-step factor (s/s, s/l, l/l) revealed

also a significant result: F = 3.296, df = 2.35, P = 0.048.

Results

The allele frequency was 0.66 (l) and 0.34 (s) and the genotype

frequency was 44.7% (l/l), 42.1% (s/l), and 13.2% (s/s). There was

no significant deviation according to the Hardy–Weinberg equili-

brium (v2 = 0.159, P b 0.690). Subjects were divided into two

equal groups on the basis of their 5-HTTLPR genotype according

to a previous report (Lesch et al., 1996) showing that lymphoblasts

with one or two s alleles (group 1) possess similar 5HT-uptake,

which is lower than that of cells with the l/l genotype (group 2).

However, conflicting results on this topic have been published

(Willeit et al., 2001).

Imprecision of NAA determination including individual CSF

correction was 1.23 and 0.57 mM for the two voxels. Kolmo-

gorov–Smirnov test showed that the NAA concentrations in the

hippocampus (D = 0.094, df = 38, P = 0.200) and in the ACC (D =

0.124, df = 38, P = 0.266) were normally distributed. The between-

genotype comparison (l/l genotype versus s containing genotype)

revealed no significant differences for age, gender, handedness,

education years, or smoking status (Table 1). Higher STAI trait

scores were observed in subjects carrying the short allele as

compared to the subjects homozygous for the l allele but this

difference was not statistically significant. The average gray matter,

white matter, and CSF fractions for the hippocampus voxel and for

the ACC voxel were not different for the two genotype groups

(Table 1).

ANOVA showed a significant effect of the factor 5-HTTLPR

genotype on the hippocampal NAA concentration (dependent

variable; F = 6.765, df = 1.36, P = 0.013)1. The inclusion of age

and STAI trait score as covariates into the ANOVA showed no

age effect (F = 1.598, df = 1.34, P = 0.215) but a significant

effect of the anxiety score on the hippocampal NAA concentration

(F = 6.084, df = 1.34, P = 0.019) while the genotype effect

remained significant (F = 5.086, df = 1.34, P = 0.031). The

analysis of other hippocampal metabolites like tCho (F = 0.161,

df = 1.36, P = 0.690), tCr (F = 1.731, df = 1.36, P = 0.197), and

glutamate (F = 1.720, df = 1.35, P = 0.198) did not show a

significant association with the factor 5-HTTLPR. Fig. 3 shows

that subjects carrying the s allele have lower concentrations of

NAA in the hippocampus than subjects homozygous for the l

allele (t = 2.601, df = 36, P = 0.013, unpaired t test). An

additional ANOVA with the dependent variable NAA concen-

tration in the ACC did show neither a statistically significant

genotype effect (F = 0.001, df = 1.34, P = 0.971) nor an effect of

the covariates age (F = 0.390, df = 1.34, P = 0.536) or STAI trait

score (F = 0.321, df = 1.34, P = 0.575). No significant

association between the factor 5-HTTLPR and tCho (F =

2.916, df = 1.36, P = 0.096), tCr (F = 1.602, df = 1.36, P =

0.214), or glutamate (F = 0.133, df = 1.36, P = 0.717) in the

ACC was observed.

A correlation was calculated for the concentration of NAAversus

the STAI trait scores. A significantly negative relationship was ob-

served for the two parameters in the hippocampus of subjects (r =

�0.447, P = 0.005) indicating low NAA concentrations in subjects

with high anxiety scores (Fig. 4). A similar result was found when

the 5-HTTLPR genotype was partialled out in the correlation

analysis (r = �0.431, P = 0.008), indicating that the significant

correlation is not a genotype group effect. No statistically significant

correlation between the NAA concentration in the ACC and the

STAI trait score was observed (r = �0.129, P = 0.442, and r =

�0.125, P = 0.462 when 5-HTTLPR genotype was partialled out).

Discussion

The present study indicates an association between the hippo-

campal NAA concentration and the genotype of the 5-HTTLPR,

with significantly lower NAA concentrations in healthy subjects

carrying the s allele as compared to subjects with the l/l genotype.

None of the other metabolites determined was associated with the

5-HTTLPR genotype.

Serotonin is an evolutionary ancient signaling molecule that

plays several roles in various species and tissues (Turlejski, 1996;

Whitaker-Azmitia, 1991), including the induction of mitosis in the

central nervous system (Malberg et al., 2000). Serotonergic

innervation of the hippocampus is dense and highly organized

(Moore and Halaris, 1975; Tork, 1985) with very dense plexus of

Page 5: Association of human hippocampal neurochemistry, serotonin transporter genetic variation, and anxiety

Fig. 3. Subjects carrying the s allele (s/l and s/s) showed significant lower

hippocampal NAA concentrations as compared to subjects homozygous for

the l allele (TP = 0.013).

J. Gallinat et al. / NeuroImage 26 (2005) 123–131 127

serotonergic fibers in the dentate gyrus (Halasy and Somogyi,

1993; Tork, 1985), an area in which neurogenesis was observed in

the adult brain (Jacobs et al., 2000). Glucocorticoids (Cameron et

al., 1993) and glutamate (Cameron et al., 1995) are known to

influence neurogenesis, but an important factor regulating pro-

liferation in the dentate gyrus is serotonin (Brezun and Daszuta,

1999, 2000). A number of investigations demonstrated the role of

5-HT synaptic availability for dendritic atrophy, reduced dendritic

branch points, and neurogenesis in the hippocampus (Czeh et al.,

2001; Magarinos et al., 1999; McEwen et al., 1997; McKittrick et

al., 2000). The 5-HT1a receptor is most likely involved in the

regulation of hippocampal neurogenesis since different antagonists

Fig. 4. Scatter plot of hippocampal NAA conce

of the 5-HT1a postsynaptic receptors reduced the number of newly

generated dentate gyrus cells in the adult rat (Radley and Jacobs,

2002) while agonists had the opposite effect (Santarelli et al.,

2003). However, the dual function of the 5-HT1a as both a

presynaptic autoreceptor, negatively regulating serotonin activity,

and a postsynaptic heteroreceptor, inhibiting the activity of

nonserotonergic neurons, has complicated the interpretation.

Moreover, activation of the 5-HT2a and 5-HT2c receptors has also

been shown to affect hippocampal neurogenesis (Banasr et al.,

2004).

Interestingly, serotonergic neurotransmission in the context of

psychosocial stress has been linked to reduced hippocampal NAA

concentrations and volume reduction in animal experiments (Czeh

et al., 2001). While psychosocial or restraint stress was shown to

enhance the extracellular level of 5-HT in the hippocampus of rats

(Thorre et al., 1997), the reduction of the synaptic availability of 5-

HTwas found to prevent stress-induced dendritic atrophy (Luine et

al., 1994; Magarinos et al., 1999; McEwen et al., 1997). Moreover,

the reduction of the NAA concentration, which was found in

animals exposed to stress, was restored to normal values when

synaptic 5-HT was reduced (Czeh et al., 2001). Assuming

enhanced extracellular levels of 5-HT in s carriers as compared

to the l/l genotype, our 1H-MRS results are compatible with the

role of 5-HT in hippocampal neurogenesis.

On the other hand, recent preclinical evidence has shown that

selective serotonin reuptake inhibitors (SSRI) promote neuro-

genesis (Malberg et al., 2000) and reverse the effects of stress on

hippocampal atrophy in patients with PTSD (Vermetten et al.,

2003). This effect seems to be contradictory to our results since

both SSRI treatment and the presence of the s allele (compared to

the l allele) have been associated with a higher availability of 5-HT

in the synaptic cleft. However, the presence of the s allele is not

comparable to the pharmacological effect of SSRI: clinical

evidence indicates that s allele carriers or individuals with the s/s

genotype compared to l/l genotype seem to have in fact more

depressive symptoms in relation to stressful life events (Caspi et

al., 2003), an increased risk for suicide attempts (Caspi et al., 2003;

Gorwood et al., 2000), and a poorer response to SSRI treatment in

ntrations and trait anxiety scores (STAI).

Page 6: Association of human hippocampal neurochemistry, serotonin transporter genetic variation, and anxiety

J. Gallinat et al. / NeuroImage 26 (2005) 123–131128

major depression (Arias et al., 2003). This indicates that 5-HTT

genotype and SSRI effects are not simply resulting in higher

synaptic 5-HT availability but represent complex conditions.

Moreover, the time point when 5-HT is acting on the brain seems

to be important. Remarkably, a recent report indicates that

serotonergic neurotransmission in the forebrain during the early

postnatal period is essential for anxiety-like behavior throughout

life: rats lacking the 5-HT1a receptor show increased anxiety-like

behavior (Gross et al., 2000). This behavioral phenotype of the

adult animal occurs only in the absence of the receptor in the

forebrain during the early postnatal period whereas the shut off of

the receptor in the adult animal did not affect behavior (Gross et al.,

2002). Other authors demonstrated that a postnatal treatment with

5-HT1a receptor antagonists leads to a permanently decreased

dendritic spine density in the dentate gyrus (Yan et al., 1997),

indicating a relationship between serotonergic neurotransmission,

hippocampal neurogenesis, and anxiety behavior in later life.

Interestingly, a recent animal investigation supports the notion that

also the genetic polymorphism of the 5-HTT may exert its effects

during early development of the CNS by altering maturation of

circuits that modulate emotional responses to novelty and stress

(Ansorge et al., 2004). Transient inhibition of the 5-HTT during

early development with fluoxetine produced abnormal emotional

behaviors related to anxiety in adult mice. This effect mimicked the

behavioral phenotype of mice genetically deficient in 5-HTT

expression. The result provides a potential explanation for the

increased susceptibility of individuals carrying one or two s alleles

to depression in the context of multiple life stressors (Caspi et al.,

2003), and the paradox that SSRI treatment, also producing a

reduction of 5-HTT function, ameliorates anxiety- and depression-

related symptoms in the mature organism.

Assuming that NAA reflects aspects of altered hippocampal

neurogenesis (Czeh et al., 2001), the observed negative correlation

between anxiety scores and hippocampal NAA concentration is in

accordance with the role of hippocampal development for anxiety

in the adult. However, correlation may also result from other

factors which are not related to the investigated parameters.

Therefore, this association should be viewed with caution and as

a preliminary result.

In the current literature, the association between amygdala and

anxiety processing is a major topic (e.g., Hariri et al., 2002).

However, there are several lines of evidence indicating the

important role of the hippocampal formation in anxiety processing.

For instance, hippocampus and parahippocampus have been

associated with the experience of fear and anxiety during the

electrical stimulation of these structures in the context of the focus

localization in patients with intractable epilepsy (Fish et al., 1993).

Imaging studies of patients with anxiety disorders reported

structural (Fontaine et al., 1990; Ontiveros et al., 1989), functional

(Bisaga et al., 1998; Reiman et al., 1986), and neurochemical

(Massana et al., 2002) abnormalities in the medial temporal lobe.

Brain imaging studies in healthy controls indicate an important role

of the hippocampus in the regulation of unpleasant emotions (Lane

et al., 1997). Moreover, a close functional connection between

hippocampus and amygdala has been stressed especially in the

trace variant of fear conditioning (Buchel et al., 1999), probably

via descending hippocampal projections to the amygdala (Maren

and Fanselow, 1995). In a broader view, hippocampal inputs (from

the amygdala, hypothalamus, anterior/middle thalamic nuclei) and

the hippocampal output (from the subiculum to the cingulate

cortex) form a strong basis for participation of the hippocampal

formation in the contextual associations of strong emotions,

especially in fear conditioning (Buchel et al., 1999; Kim and

Fanselow, 1992; Phillips and LeDoux, 1992; Seidenbecher et al.,

2003). Recent work indicates that the so-called bflashbulbmemoriesQ of events associated with strong emotions, including

both fear and positive emotions, involve the amygdala as well as

the hippocampus (de Quervain et al., 1998; McGaugh et al., 1996).

This role of the hippocampus in emotional processing together

with its larger volume (compared to the amygdala), which provides

a better signal-to-noise ratio in voxel based MRS, defines this

structure as an interesting target region for MRS.

No genotype effect on metabolites and no correlation with

anxiety scores were found in regard to the NAA concentration in

the ACC, although 5-HT effects on cortical morphology have been

described in animal experiments (Goldman-Rakic and Brown,

1982; Killackey et al., 1995; Rhoades et al., 1994). For instance,

the reduction of the level of serotonin in the rat fetus resulted in

microencephaly in the newborn pups and the thickness of their

cerebral cortex was significantly reduced, while postnatal treatment

of these pups with the 5-HT1a agonist ipsapirone increased the

thickness of their cortex (Varrault et al., 1992). Moreover, the

behavioral phenotype of animals lacking the 5-HT1a receptor

mentioned above (Gross et al., 2000) may depend not only on the

receptors located in the hippocampus but also in the frontal cortex

since the investigated forebrain of rats includes both structures.

However, in the present study only a small part of the frontal lobe

(the anterior cingulate cortex) was investigated and it cannot be

ruled out that the other frontal lobe structures are affected by the 5-

HTTLPR genotype. Furthermore, the sample size may be too small

to detect small effects and further investigations have to be carried

out to clarify this issue.

We also observed a higher score on STAI trait in subjects with

the short allele of the 5-HTTLPR as compared to those with the

long allele. This result, although not statistically significant in this

and another sample from our laboratory (Lang et al., 2004), is in

agreement with several investigations of anxiety-related traits in

relatively large trials (Lesch et al., 1996; Mazzanti et al., 1998;

Melke et al., 2001; Murakami et al., 1999). However, neuro-

chemical parameters such as NAA with a relationship to anxiety-

related behavior (Tupler et al., 1997) may represent more proximal

effects of relevant gene variants than complex behavioral

categories (Tsuang and Faraone, 2000). As 1H-MRS is a powerful

tool to quantify such neurochemical parameters, this technique

may be employed to advance studies of the genetic basis of

psychiatric disorders related to serotonergic dysfunctions.

Acknowledgment

The authors thank the BMBF for support within the framework

of the Berlin Neuroimaging Center.

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