Structural brain changes in bipolar disorder using
deformation ¢eld morphometry
Jair C. Soares,
1,2,3,CA
Peter Kochunov,
4
E. Serap Monkul,
1,3,5
Mark A. Nicoletti,
1
Paolo Brambilla,
6
Roberto B. Sassi,
7
Alan G. Mallinger,
8,9
Ellen Frank,
8,10
David J. Kupfer,
8
Jack Lancaster
4
and
Peter Fox
4
1
Division of Mood and Anxiety Disorders, Department of Psychiatry;
2
Department of Radiology;
3
SouthTexas Veterans Health Care System,
Audie L. Murphy Division, San Antonio, Texas, USA;
4
Research Imaging Center, The University of Texas Health Science Center at San Antonio, San Antonio,
Texas, USA;
5
Department of Psychiatry, Dokuz Eylˇl University School of Medicine, Izmir, Turkey;
6
Department of Pathology and Experimental and Clinical
Medicine, Section of Psychiatry, University of Udine, Udine, Italy;
7
Department of Psychiatry, University of Sao Paulo School of Medicine, Sao Paulo, Brazil;
8
Department of Psychiatry, Western Psychiatric Institute and Clinic, University of Pittsburgh School of Medicine;
9
Department of Pharmacology, University
of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA;
10
Department of Psychology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
CA,1
Corresponding Author and Address: soares@uthscsa.edu
Received13 January 2005; accepted 9 February 2005
The objective of this study was to investigate anatomical brain ab-
normalities in adult bipolar patients using a deformation ¢eld mor-
phometry technique. Our sample consisted of 32 right-handed
bipolar I patients (men/women¼ 16/16) and 32 right-handed,
age and gender matched healthy controls. Deformation ¢eld
morphometry analysis was performed on three-dimensional
spoiled gradient recalled acquisition images. We found gender-
speci¢c structural di¡erences between bipolar patients and
healthy individuals. Bipolar men had signi¢cantly larger lateral
ventricles (especially pronounced in the left hemisphere) and
smaller left dorsolateral prefrontal cortex than healthy male
controls. Our results are complementary to the ¢ndings of
functional imaging and post-mortem studies that demonstrate
abnormalities in the dorsolateral prefrontal cortex in bipolar
patients. NeuroReport 16:541^544 c 2005 Lippincott Williams &
Wilkins.
Key words: Bipolar disorder; Mood disorders; Magnetic resonance imaging; Morphometry; Neuroimaging; Structural
INTRODUCTION
Advances in automated brain imaging methods have
brought new possibilities for in-vivo studies of the human
brain. Voxel-based morphometry [1] and deformation-based
morphometry [2] are two examples of these automated
methods, using three-dimensional (3-D) magnetic resonance
images of the brain to detect anatomical differences.
Deformation-based morphometry, introduced by Ashburner
and colleagues [1], is used to characterize differences in
deformation fields attributed to gross anatomical differences
in brain shape in small groups (Nr20). Groups to be
evaluated are aligned using nonlinear deformations [3] to a
common brain template, and differences in deformation
fields are analyzed using multivariate analysis of covariance
and canonical variates analysis. Unfortunately, this method
was not sensitive to small, regional differences due to the
use of extensive spatial smoothing (8–16 mm full-width at
half-maximum Gaussian kernel).
An alternative approach called deformation field mor-
phometry (DFM) was developed for the assessment of
regional anatomical differences within small groups (NB20)
[4]. It is based on a fast 3-D warping algorithm, called octree
spatial normalization [5,6], and the concept of group-
representative brains [7]. This method was used to test for
differences in the interhemispheric cerebral asymmetry in
right-handed Caucasian men, where it reliably detected all
common interhemispheric asymmetries such as frontal and
occipital petalias [4].
Neuroanatomic studies of bipolar disorder have identi-
fied structural changes in anterior limbic networks, includ-
ing decreased volumes of prefrontal subregions, amygdala
and striatal enlargement, cerebellar atrophy and ventricu-
lomegaly [8]. Lateral ventriculomegaly is a frequently
reported finding in bipolar disorder; several studies have
reported abnormally enlarged brain ventricles in bipolar
disorder, although to a lesser degree than in schizophrenia
[9]. Lateral ventriculomegaly is thought to be related to
repeated affective episodes and greater illness severity [10],
and to be a result of decreased volumes in periventricular
structures. Strakowski and colleagues [10] reported that
multiple-episode bipolar patients had significantly greater
ventricular volumes than first-episode patients. Addition-
ally, they showed that the multiple-episode patients did not
have decreased volumes of periventricular structures like
the hippocampus or striatum to explain the ventriculome-
galy, and suggested it might be white matter loss resulting
in ventricular expansion. A recent report on morphometric
differences observed in a large population of people
diagnosed with schizophrenia [11] indicated that gender
played an important role in the magnitude of observed
differences, in accordance with the suggestions that me-
chanisms underlying psychotic disorders involve sexually
BRAIN IMAGING NEUROREPORT
0959-4965 c Lippincott Williams & Wilkins Vol 16 No 6 25 April 2005 541
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