trd duration of illness 7 (54%) 3 (23%) 1 0.11 23.9 ± 3.6 ... · prefrontal gaba abnormalities...

1
Prefrontal GABA Abnormalities Associated With Reduced Hippocampal Volume In Major Depressive Disorder Chadi G. Abdallah 1,2 , Andrea Jackowski 3 , João R. Sato 3,4 , Xiangling Mao 5 , Guoxin Kang 5 , Raminder Cheema 1,2 , Jeremy D. Coplan 6 , Sanjay J. Mathew 7,8 , Dikoma C. Shungu 5 1 Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA . 2 Clinical Neuroscience Division, National Center for PTSD, Veterans Affairs Connecticut Healthcare System, West Haven, CT, USA. 3 LiNC, Departamento de Psiquiatria, Universidade Federal de São Paulo, SP, Brazil . 4 Center of Mathematics, Computation and Cognition. Universidade Federal do ABC, Santo Andre, Brazil. 5 Departments of Radiology, Psychiatry and Biophysics, Weill Medical College of Cornell University, New York, NY, USA . 6 Division of Neuropsychopharmacology, Department of Psychiatry, SUNY Downstate Medical Center, Brooklyn, NY, USA, 7 Michael E. Debakey VA Medical Center, Houston, TX, 8 Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA. ABSTRACT Background: Hippocampal volume reduction has been reported in major depressive disorder (MDD) and is believed to reflect impaired amino-acid neurotransmission leading to increased extracellular glutamate and excitotoxicity. In line with this preclinical-based hypothesis, small hippocampal volumes in human have been repeatedly associated with poor treatment outcome in depressed patients treated with monoaminergic antidepressants. To better understand the role of amino- acid neurotransmission in hippocampal deficits and subsequent resistance to monoaminergic drugs, the current study investigated the relationship between hippocampal volumes and abnormally low GABA levels in the anterior cingulate cortex (ACC) of MDD subjects, a neurochemical indicator previously associated with treatment-resistant depression. Methods: Twenty-six medication-free MDD (mean age ±SEM, 39.0 ±2.0) and 26 healthy (mean age ±SEM, 37.4 ±2.6) subjects were studied. Participants underwent high- resolution magnetic resonance imaging (MRI) to estimate hippocampal volume using the fully automated FreeSurfer processing. Proton MR spectroscopy (1H MRS) was acquired to measure GABA levels in a single voxel placed in the ACC region. Using the median split cutoff point of the ACC GABA level, MDD patients were divided into two groups: Low GABA MDD (n = 13) and High GABA MDD (n = 13). Results: Conducting general linear model (GLM) with repeated measures to examine right and left hippocampal volumetric differences among the three groups (healthy, Low GABA MDD, and High GABA MDD), while controlling for intracranial volume (ICV) and handedness, showed a significant group effect (F(2,45) = 9.0, n = 52, p < 0.001). Post hoc analysis with Bonferroni correction revealed a reduction in hippocampal volume in Low GABA MDD group compared to High GABA MDD group (p < 0.001) and Healthy controls (p = 0.01). No hemispheric effect (p = 0.50) or hemispheric-by-group interactions (p = 0.80) were present. Age, gender, weight, education, IQ, age of onset, duration of illness, treatment resistance and psychotropics-naïve status, PSQI, PSWQ, HAM-A, HDRS24, and ACC voxel tissue composition were individually considered as covariates in the model. However, they had no significant (p > 0.05) effect on the model and they did not impact the significance of the group effect. In the total MDD group, ACC GABA was positively correlated with standardized hippocampal volume (hippocampal/intracranial x 10000) [rs = 0.42, n = 26, p = 0.03]. There was no correlation between these two measures in the healthy controls group (p = 0.24). Conclusion: Consistent with preclinical suggestive evidence, we found a robust association between abnormally low ACC GABA and small hippocampus in MDD individuals; independent of the treatment resistance status or other clinical and demographic characteristics. The data support the presence of a subpopulation of MDD patients with more profound amino-acid neurotransmission abnormalities leading to neuronal remodeling deficits and resistance to Aminergic-based antidepressants. Conflict of Interest SJM: received research funding or salary support over the last three years from the Banner Family Fund, Brain and Behavior Fund (NARSAD), The Brown Foundation, Inc., Bristol-Myers Squibb, Department of Veterans Affairs, Evotec, Johnson & Johnson, and the National Institute of Mental Health. He has received consulting fees or honoraria from Allergan, AstraZeneca, Cephalon, Corcept, Noven, Roche, and Takeda. He has received medication (Rilutek) from Sanofi-Aventis for a NIMH sponsored study. Dr. Mathew has been named as an inventor on a use-patent of ketamine for the treatment of depression. Dr. Mathew has relinquished his claim to any royalties and will not benefit financially if ketamine were approved for this use. JDC received grant support from NIMH, NYSTEM, GlaxoSmithKline, Pfizer, and Alexza Pharmaceuticals. He is on the Pfizer advisory board and gives talks for BMS, AstraZeneca, GSK, and Pfizer. No biomedical financial interests or potential conflicts of interest are reported for CGA, AJ, JRS, XM, and DCS. Acknowledgement This work was supported by National Institutes of Health Grants R01-MH07895 (DCS), K23-MH-069656, and MO1-RR-00071 (SJM), and in part by an Investigator-initiated research grant from the CFIDS Association of America, Inc (DCS) and by Weill Cornell Medical College New Faculty Development Funds (DCS). Preparation of this report was supported in part by NIDA T32-DA022975 (CGA) and the Clinical Neurosciences Division of the National Center for Posttraumatic Stress Disorder (CGA). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. BACKGROUND Fewer than 50% of MDD patients respond to 3-month treatment with a monoaminergic reuptake inhibitor. Hippocampal volume reduction has been found in some, but not all, MDD studies; consistent with the presence of a subgroup of MDD patients with more prominent hippocampal deficits. Convergent evidence has demonstrated aberrant amino acids neurotransmission (i.e. GABA and glutamate) in mood and anxiety disorders. These GABAergic and glutamatergic abnormalities are believed to precipitate excitotoxicity and structural changes leading to hippocampal volume reduction. Thus we hypothesized that MDD individuals with impaired amino acid neurotransmission are more likely to have hippocampal deficits and to be resistant to non-glutamate-based antidepressants. METHODS Eligible participants were psychotropic medication-free for at least 2 weeks prior to scan; were free of substance abuse/dependence for at least 6 months; had no lifetime history of psychotic disorder, mania, or hypomania; had no pervasive developmental disorder or mental retardation; had no current eating disorder; and had no clinically unstable medical or neurologic conditions. Scan-day clinical assessments included 17-item Hamilton Depression Rating Scale (HDRS 17 ), Hamilton Rating Scale for Anxiety (HAM-A), Penn State Worry Questionnaire (PSWQ), and Pittsburgh Sleep Quality Index (PSQI). MRI and 1 H MRS scans were acquired during the same session on a 3.0T GE EXCITE magnetic resonance (MR) system. MRI images were acquired using an Axial 3D T1 sequence and single anterior cingulate cortex (ACC) voxel for 1 H MRS (Fig. 1). Using the median split cutoff point of the anterior cingulate GABA level, MDD subjects were divided into two groups: Low GABA (n = 13) and High GABA (n = 13). Table 1. Demographic and Clinical Characteristics. MDD Low GABA (n=13) MDD High GABA (n=13) Healthy (n=26) Mean ± SEM Mean ± SEM Mean ± SEM df. Sig. a Age (y) 39.0 ± 2.7 39.2 ± 3.1 37.4 ± 2.6 2-49 0.88 Male (N; %) 9 (69%) 8 (62%) 12 (46%) 2 0.35 Weight (lbs) 175 ± 8.1 155 ± 8.6 172 ± 7.1 2-49 0.23 Education (y) 14.9 ± 0.7 15.4 ± 0.8 15.1 ± 0.5 2-49 0.19 IQ 113 ± 4.1 116 ± 4.4 114 ± 2.4 2-45 0.76 PSQI 8.9 ± 1.3 9.4 ± 1.0 22 0.79 PSWQ 52 ± 4.7 60 ± 3.4 24 0.18 HAM-A 22.1 ± 2.9 22.0 ± 2.3 24 0.98 HDRS 17 19.2 ± 2.1 19.2 ± 1.4 24 1.00 Age of Onset (y) 15.1 ± 1.7 14.5 ± 2.6 24 0.86 Duration of Illness (y) 23.9 ± 3.6 23.8 ± 4.2 24 0.98 TRD (N; %) 7 (54%) 3 (23%) 1 0.11 Psychotropic-Naïve (N; %) 3 (23%) 5 (39%) 1 0.39 a. ANOVA, Independent t-test or Chi square test (significance set at p ≤ .05); Abbreviations: MDD: Major Depressive Disorder; BMI: Body Mass Index; y: years; IQ: was determined with the Wechsler Abbreviated Scale of Intelligence; PSQI: Pittsburgh Sleep Quality Index; PSWQ: Penn State Worry Questionnaire; HAM-A, Hamilton Anxiety Rating Scale; HDRS 17 , Hamilton Depression Rating Scale; TRD: Treatment Resistant Depression status was determined using the Antidepressant Treatment History Form (ATHF). Subjects with three failed adequate antidepressant trials in the current episode were considered TRD. Figure 1. Anterior cingulate cortex (ACC) voxel size and location are shown on axial (A) and sagittal (B) images. Spectra acquired in 13 minutes for the ACC voxel, as well as their model fit and residual, are shown (C). REFERNCES 1. PriMacQueen G, Frodl T. Mol Psychiatry 2011; 16(3): 252-264. 2. ce RB, Shungu DC, Mao X, Nestadt P, Kelly C, Collins KA et al. Biol Psychiatry 2009; 65(9): 792-800. 3. Hasler G, van der Veen JW, Tumonis T, Meyers N, Shen J, Drevets WC. Arch Gen Psychiatry 2007; 64(2): 193-200. 4. Drevets WC, Price JL, Furey ML. Brain Struct Funct 2008; 213(1-2): 93-118. 5. Fischl B, Dale AM. Proceedings of the National Academy of Sciences of the United States of America 2000; 97(20): 11050-11055. 6. Banasr M, Chowdhury GM, Terwilliger R, Newton SS, Duman RS, Behar KL et al. Molecular Psychiatry 2010; 15(5): 501-511. 7. Abdallah CG, Coplan JD, Jackowski A, Sato JR, Mao X, Shungu DC et al. Eur Neuropsychopharmacol 2012. 8. Salvadore G, van der Veen JW, Zhang Y, Marenco S, Machado-Vieira R, Baumann J et al. The international journal of neuropsychopharmacology / official scientific journal of the Collegium Internationale Neuropsychopharmacologicum 2011: 1-10. CONCLUSION Riluzole - a glutamate and GABA modulating agent - produces greater clinical improvements in patients with smaller hippocampi. Conversely, smaller hippocampal volume is associated with treatment resistance to monoaminergic antidepressants. Together these findings suggest that novel GABA- and glutamate-based antidepressants may particularly target MDD subjects with pretreatment GABAergic, glutamatergic and structural brain deficits. RESULTS In the MDD group, ACC GABA was positively correlated with standardized hippocampal volume (hippocampal/intracranial x 10000) [rs = 0.42, n = 26, p = 0.03] (Fig. 2). There was no correlation between these two measures in the healthy control group (p = 0.24). Conducting general linear model (GLM) with repeated measures to examine right and left hippocampal volumetric differences among the three groups (healthy, Low GABA MDD, and High GABA MDD), while controlling for intracranial volume (ICV) and handedness (Fig. 3), showed a significant group effect (F(2,45) = 9.0, n = 52, p < 0.001). Post hoc analysis with Bonferroni correction revealed a reduction in hippocampal volume in Low GABA MDD group compared to High GABA MDD group (p < 0.001) and Healthy controls (p = 0.01). No hemispheric effect (p = 0.50) or hemispheric-by-group interactions (p = 0.80) were present. Figure 2. Anterior cingulate cortex (ACC) GABA positively correlated with standardized hippocampal volume (hippocampal (Hip)/intracranial volume (ICV) x 10000) in the MDD group. Figure 3. Comparison among study groups, showed a significant reduction in hippocampal volume in the Low GABA MDD group as compared to other groups. Hippocampal Volume is the estimated marginal mean of right and left hippocampal volumes, controlling for intracranial volume and handedness. Bars represent the standard error of means. * p < 0.05 and *** p < 0.001 compared to Low GABA MDD group. No significant difference between High GABA MDD group and Healthy control (p = 1.0) was found.

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Page 1: TRD Duration of Illness 7 (54%) 3 (23%) 1 0.11 23.9 ± 3.6 ... · Prefrontal GABA Abnormalities Associated With Reduced Hippocampal Volume In Major Depressive Disorder Chadi G. Abdallah

Prefrontal GABA Abnormalities Associated With Reduced Hippocampal Volume In Major Depressive Disorder

Chadi G. Abdallah 1,2, Andrea Jackowski 3, João R. Sato 3,4, Xiangling Mao 5, Guoxin Kang 5, Raminder Cheema 1,2, Jeremy D. Coplan 6, Sanjay J. Mathew 7,8, Dikoma C. Shungu 5 1 Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA . 2 Clinical Neuroscience Division, National Center for PTSD, Veterans Affairs Connecticut Healthcare System, West Haven, CT, USA. 3 LiNC, Departamento de Psiquiatria, Universidade

Federal de São Paulo, SP, Brazil . 4 Center of Mathematics, Computation and Cognition. Universidade Federal do ABC, Santo Andre, Brazil. 5 Departments of Radiology, Psychiatry and Biophysics, Weill Medical College of Cornell University, New York, NY, USA . 6 Division of Neuropsychopharmacology, Department of Psychiatry, SUNY Downstate Medical Center, Brooklyn, NY, USA, 7 Michael E. Debakey VA Medical Center, Houston, TX, 8 Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA.

ABSTRACT

Background: Hippocampal volume reduction has been

reported in major depressive disorder (MDD) and is

believed to reflect impaired amino-acid neurotransmission

leading to increased extracellular glutamate and

excitotoxicity. In line with this preclinical-based

hypothesis, small hippocampal volumes in human have

been repeatedly associated with poor treatment outcome

in depressed patients treated with monoaminergic

antidepressants. To better understand the role of amino-

acid neurotransmission in hippocampal deficits and

subsequent resistance to monoaminergic drugs, the

current study investigated the relationship between

hippocampal volumes and abnormally low GABA levels in

the anterior cingulate cortex (ACC) of MDD subjects, a

neurochemical indicator previously associated with

treatment-resistant depression.

Methods: Twenty-six medication-free MDD (mean age

±SEM, 39.0 ±2.0) and 26 healthy (mean age ±SEM, 37.4

±2.6) subjects were studied. Participants underwent high-

resolution magnetic resonance imaging (MRI) to estimate

hippocampal volume using the fully automated FreeSurfer

processing. Proton MR spectroscopy (1H MRS) was

acquired to measure GABA levels in a single voxel placed

in the ACC region. Using the median split cutoff point of

the ACC GABA level, MDD patients were divided into two

groups: Low GABA MDD (n = 13) and High GABA MDD

(n = 13).

Results: Conducting general linear model (GLM) with

repeated measures to examine right and left hippocampal

volumetric differences among the three groups (healthy,

Low GABA MDD, and High GABA MDD), while controlling

for intracranial volume (ICV) and handedness, showed a

significant group effect (F(2,45) = 9.0, n = 52, p < 0.001).

Post hoc analysis with Bonferroni correction revealed a

reduction in hippocampal volume in Low GABA MDD

group compared to High GABA MDD group (p < 0.001)

and Healthy controls (p = 0.01). No hemispheric effect (p

= 0.50) or hemispheric-by-group interactions (p = 0.80)

were present. Age, gender, weight, education, IQ, age of

onset, duration of illness, treatment resistance and

psychotropics-naïve status, PSQI, PSWQ, HAM-A,

HDRS24, and ACC voxel tissue composition were

individually considered as covariates in the model.

However, they had no significant (p > 0.05) effect on the

model and they did not impact the significance of the

group effect. In the total MDD group, ACC GABA was

positively correlated with standardized hippocampal

volume (hippocampal/intracranial x 10000) [rs = 0.42, n =

26, p = 0.03]. There was no correlation between these

two measures in the healthy controls group (p = 0.24).

Conclusion: Consistent with preclinical suggestive

evidence, we found a robust association between

abnormally low ACC GABA and small hippocampus in

MDD individuals; independent of the treatment resistance

status or other clinical and demographic characteristics.

The data support the presence of a subpopulation of

MDD patients with more profound amino-acid

neurotransmission abnormalities leading to neuronal

remodeling deficits and resistance to Aminergic-based

antidepressants.

Conflict of Interest SJM: received research funding or salary support over the last three years from the Banner Family Fund,

Brain and Behavior Fund (NARSAD), The Brown Foundation, Inc., Bristol-Myers Squibb, Department of

Veterans Affairs, Evotec, Johnson & Johnson, and the National Institute of Mental Health. He has received

consulting fees or honoraria from Allergan, AstraZeneca, Cephalon, Corcept, Noven, Roche, and Takeda.

He has received medication (Rilutek) from Sanofi-Aventis for a NIMH sponsored study. Dr. Mathew has

been named as an inventor on a use-patent of ketamine for the treatment of depression. Dr. Mathew has

relinquished his claim to any royalties and will not benefit financially if ketamine were approved for this use.

JDC received grant support from NIMH, NYSTEM, GlaxoSmithKline, Pfizer, and Alexza Pharmaceuticals.

He is on the Pfizer advisory board and gives talks for BMS, AstraZeneca, GSK, and Pfizer. No biomedical

financial interests or potential conflicts of interest are reported for CGA, AJ, JRS, XM, and DCS.

Acknowledgement This work was supported by National Institutes of Health Grants R01-MH07895 (DCS), K23-MH-069656,

and MO1-RR-00071 (SJM), and in part by an Investigator-initiated research grant from the CFIDS

Association of America, Inc (DCS) and by Weill Cornell Medical College New Faculty Development Funds

(DCS). Preparation of this report was supported in part by NIDA T32-DA022975 (CGA) and the Clinical

Neurosciences Division of the National Center for Posttraumatic Stress Disorder (CGA). The funders had

no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

BACKGROUND

Fewer than 50% of MDD patients respond to 3-month treatment with

a monoaminergic reuptake inhibitor.

Hippocampal volume reduction has been found in some, but not all,

MDD studies; consistent with the presence of a subgroup of MDD

patients with more prominent hippocampal deficits.

Convergent evidence has demonstrated aberrant amino acids

neurotransmission (i.e. GABA and glutamate) in mood and anxiety

disorders. These GABAergic and glutamatergic abnormalities are

believed to precipitate excitotoxicity and structural changes leading to

hippocampal volume reduction.

Thus we hypothesized that MDD individuals with impaired amino acid

neurotransmission are more likely to have hippocampal deficits and

to be resistant to non-glutamate-based antidepressants.

METHODS

Eligible participants were psychotropic medication-free for at least 2

weeks prior to scan; were free of substance abuse/dependence for at

least 6 months; had no lifetime history of psychotic disorder, mania,

or hypomania; had no pervasive developmental disorder or mental

retardation; had no current eating disorder; and had no clinically

unstable medical or neurologic conditions.

Scan-day clinical assessments included 17-item Hamilton

Depression Rating Scale (HDRS17), Hamilton Rating Scale for

Anxiety (HAM-A), Penn State Worry Questionnaire (PSWQ), and

Pittsburgh Sleep Quality Index (PSQI).

MRI and 1H MRS scans were acquired during the same session on a

3.0T GE EXCITE magnetic resonance (MR) system.

MRI images were acquired using an Axial 3D T1 sequence and

single anterior cingulate cortex (ACC) voxel for 1H MRS (Fig. 1).

Using the median split cutoff point of the anterior cingulate GABA

level, MDD subjects were divided into two groups: Low GABA (n =

13) and High GABA (n = 13).

Table 1. Demographic and Clinical Characteristics.

MDD Low

GABA (n=13)

MDD High GABA

(n=13)

Healthy (n=26)

Mean ± SEM Mean ± SEM Mean ± SEM df. Sig. a

Age (y) 39.0 ± 2.7 39.2 ± 3.1 37.4 ± 2.6 2-49 0.88 Male (N; %) 9 (69%) 8 (62%) 12 (46%) 2 0.35 Weight (lbs) 175 ± 8.1 155 ± 8.6 172 ± 7.1 2-49 0.23 Education (y) 14.9 ± 0.7 15.4 ± 0.8 15.1 ± 0.5 2-49 0.19 IQ 113 ± 4.1 116 ± 4.4 114 ± 2.4 2-45 0.76 PSQI 8.9 ± 1.3 9.4 ± 1.0 22 0.79 PSWQ 52 ± 4.7 60 ± 3.4 24 0.18 HAM-A 22.1 ± 2.9 22.0 ± 2.3 24 0.98 HDRS17 19.2 ± 2.1 19.2 ± 1.4 24 1.00 Age of Onset (y) 15.1 ± 1.7 14.5 ± 2.6 24 0.86 Duration of Illness (y) 23.9 ± 3.6 23.8 ± 4.2 24 0.98 TRD (N; %) 7 (54%) 3 (23%) 1 0.11 Psychotropic-Naïve (N; %)

3 (23%) 5 (39%) 1 0.39

a. ANOVA, Independent t-test or Chi square test (significance set at p ≤ .05); Abbreviations: MDD:

Major Depressive Disorder; BMI: Body Mass Index; y: years; IQ: was determined with the Wechsler

Abbreviated Scale of Intelligence; PSQI: Pittsburgh Sleep Quality Index; PSWQ: Penn State Worry

Questionnaire; HAM-A, Hamilton Anxiety Rating Scale; HDRS17, Hamilton Depression Rating Scale;

TRD: Treatment Resistant Depression status was determined using the Antidepressant Treatment

History Form (ATHF). Subjects with three failed adequate antidepressant trials in the current

episode were considered TRD.

Figure 1. Anterior cingulate cortex (ACC) voxel size and location are shown

on axial (A) and sagittal (B) images. Spectra acquired in 13 minutes for the

ACC voxel, as well as their model fit and residual, are shown (C).

REFERNCES

1. PriMacQueen G, Frodl T. Mol Psychiatry 2011; 16(3): 252-264.

2. ce RB, Shungu DC, Mao X, Nestadt P, Kelly C, Collins KA et al. Biol Psychiatry 2009; 65(9):

792-800.

3. Hasler G, van der Veen JW, Tumonis T, Meyers N, Shen J, Drevets WC. Arch Gen

Psychiatry 2007; 64(2): 193-200.

4. Drevets WC, Price JL, Furey ML. Brain Struct Funct 2008; 213(1-2): 93-118.

5. Fischl B, Dale AM. Proceedings of the National Academy of Sciences of the United States

of America 2000; 97(20): 11050-11055.

6. Banasr M, Chowdhury GM, Terwilliger R, Newton SS, Duman RS, Behar KL et al. Molecular

Psychiatry 2010; 15(5): 501-511.

7. Abdallah CG, Coplan JD, Jackowski A, Sato JR, Mao X, Shungu DC et al. Eur

Neuropsychopharmacol 2012.

8. Salvadore G, van der Veen JW, Zhang Y, Marenco S, Machado-Vieira R, Baumann J et al.

The international journal of neuropsychopharmacology / official scientific journal of the

Collegium Internationale Neuropsychopharmacologicum 2011: 1-10.

CONCLUSION

Riluzole - a glutamate and GABA modulating agent - produces

greater clinical improvements in patients with smaller hippocampi.

Conversely, smaller hippocampal volume is associated with

treatment resistance to monoaminergic antidepressants.

Together these findings suggest that novel GABA- and

glutamate-based antidepressants may particularly target MDD

subjects with pretreatment GABAergic, glutamatergic and

structural brain deficits.

RESULTS

In the MDD group, ACC GABA was positively correlated with

standardized hippocampal volume (hippocampal/intracranial x 10000) [rs = 0.42, n = 26, p = 0.03] (Fig. 2). There was no correlation between

these two measures in the healthy control group (p = 0.24). Conducting general linear model (GLM) with repeated measures

to examine right and left hippocampal volumetric differences among the

three groups (healthy, Low GABA MDD, and High GABA MDD), while

controlling for intracranial volume (ICV) and handedness (Fig. 3),

showed a significant group effect (F(2,45) = 9.0, n = 52, p < 0.001). Post hoc analysis with Bonferroni correction revealed a reduction in

hippocampal volume in Low GABA MDD group compared to High

GABA MDD group (p < 0.001) and Healthy controls (p = 0.01). No

hemispheric effect (p = 0.50) or hemispheric-by-group interactions (p = 0.80) were present.

Figure 2. Anterior cingulate cortex (ACC) GABA positively correlated with

standardized hippocampal volume (hippocampal (Hip)/intracranial volume

(ICV) x 10000) in the MDD group.

Figure 3. Comparison among study groups, showed a significant reduction in

hippocampal volume in the Low GABA MDD group as compared to other

groups. Hippocampal Volume is the estimated marginal mean of right and left

hippocampal volumes, controlling for intracranial volume and handedness.

Bars represent the standard error of means. * p < 0.05 and *** p < 0.001

compared to Low GABA MDD group. No significant difference between High

GABA MDD group and Healthy control (p = 1.0) was found.