cortical thickness at the time of the initial attack in two patients with paediatric...
TRANSCRIPT
e u r o p e a n j o u r n a l o f p a e d i a t r i c n e u r o l o g y 1 8 ( 2 0 1 4 ) 2 9 5e3 0 0
Official Journal of the European Paediatric Neurology Society
Original article
Cortical thickness at the time of the initial attack intwo patients with paediatric relapsingeremittingmultiple sclerosis
Alberto Fernandez-Jaen a,b,*, Daniel Martın Fernandez-Mayoralas a,b,Ana Laura Fernandez-Perrone a,b, Mar Jimenez de la Pena d,e,f,Manuel Recio Rodrıguez d,e,f, Beatriz Calleja-Perez c, Nuria Munoz Jareno g,Rafael Arroyo h, Jacobo Albert i
aDepartment of Neuropediatrics, Hospital Universitario Quiron, Madrid, SpainbDepartment of Neurology, Hospital Universitario Quiron, Madrid, SpaincPaediatric Primary Care, Centro de Salud Doctor Cirajas, Madrid, SpaindRadiodiagnostics Department, Hospital Universitario Quiron, Madrid, SpaineDepartment of Neuro-radiology, Hospital Universitario Quiron, Madrid, SpainfDepartment of Magnetic Resonance, Hospital Universitario Quiron, Madrid, SpaingDepartment of Neuropediatrics, Hospital Infanta Leonor de Vallecas, Madrid, SpainhDepartment of Neurology, Hospital Universitario Quiron, Madrid, SpainiHuman Brain Mapping Unit, Complutense University of Madrid, Spain
a r t i c l e i n f o
Article history:
Received 18 May 2013
Received in revised form
27 November 2013
Accepted 10 December 2013
Keywords:
Atrophy
Cortical
Gray matter
Multiple sclerosis
Paediatric
* Corresponding author. Department of NeurMadrid, Spain. Tel.: þ34 902151016; fax: þ34
E-mail address: [email protected] (1090-3798/$ e see front matter ª 2013 Europhttp://dx.doi.org/10.1016/j.ejpn.2013.12.002
a b s t r a c t
Background: Multiple sclerosis (MS) is a chronic demyelinating disease of the central nervous
system with a low incidence in the paediatric population; cortical atrophy is often striking,
even in the early stages of the disease. Evidence of cortical thinning in childhoodMS is scant.
Aims: This study aimed to assess cortical thickness in paediatric patients during the initial
attack of remittingerelapsing MS.
Methods: Wereport twocasesof remittingerelapsingMS,with initial attacks at 12and16years
of age.We analysed brain cortical thickness (CTh) in these patients and compared these data
to the CTh of a control group comprised of six 12-year-old females and six 16-year-oldmales.
Results: Both cases exhibited a total brain CTh significantly below that of the control group.
This difference was also observed when analysing the CTh of all lobes except the left pa-
rietal lobe in one of the cases.
Conclusions: Cortical atrophy is already present at the time of onset of MS. Studies with
larger patient populations that have a more homogenous clinical presentation could
identify the time of onset of cortical atrophy and use this parameter as a prognostic and/or
treatment marker of MS.
ª 2013 European Paediatric Neurology Society. Published by Elsevier Ltd. All rights
reserved.
ology, Hospital Universitario Quiron, C/ Diego de Velazquez, 1, 28223 Pozuelo de Alarcon,913 517 311.A. Fernandez-Jaen).ean Paediatric Neurology Society. Published by Elsevier Ltd. All rights reserved.
e u r o p e a n j o u r n a l o f p a e d i a t r i c n e u r o l o g y 1 8 ( 2 0 1 4 ) 2 9 5e3 0 0296
1. Introduction
Multiple sclerosis (MS) is a chronic demyelinating disease of
the central nervous system that is rare in children (0.51/
100,000 person-year).1e3 Between 3 and 10% of individuals
with MS are children under the age of 16 years.4e7
MS affects cortical and subcortical white and graymatter of
the central nervous system.8e12 Neocortical atrophy is prom-
inent in MS, and synaptic loss is particularly striking. These
features may independently contribute to the expression of
neuronal disease in MS patients.13e16
Cortical atrophy can appear in the early stages of MS.13,15
Cortical thinning is an early, diffuse phenomenon in adult pa-
tients who receive an early diagnosis of MS based on clinical
signs in the initial stages of the disease13,15,17e19; however, few
studies evaluated cortical thickness (CTh) and atrophy in
childhood-onset MS.8,12,20
The purpose of this study is to report two paediatric clinical
cases with prospective follow-up that meet the diagnostic
criteria for the remittingerelapsing form of MS.2,21,22 These
cases presented distinct cortical atrophy, which was already
discernible at the time of the initial attack.
2. Clinical cases
2.1. Clinical case 1
A 12-year-old female with no personal or family history of
note was admitted to the hospital due to acute onset of facial
Fig. 1 e Axial T2-weighted FLAIR images from the clinical cases.
in the periventricular white matter adjacent to the right occipit
compatible with demyelinating lesions. (B) Control MRI perform
arrows) due to reactivation or confluence of new lesions. Clinic
periventricular white matter and in paracallosal areas perpendic
of a multiple sclerosis-type demyelinating disease. (D) Control
(indicated by white arrows), indicating progression.
asymmetry and diplopia. At admission, the neurological ex-
amination revealed left facial paralysis, which was associated
with paralysis of the left VI cranial nerve, with no additional
findings of note.
Upon admission, a cranial computerized tomography was
performed with normal findings. Cerebral magnetic reso-
nance revealed the presence of at least 4 demyelinating
infratentorial lesions: 2 in the left cerebellar hemisphere, 1 in
the pons, and 1 in the mid-brain. There were more than 20
supratentorial lesions; the most significant of these lesions
were as follows: 7 in the periventricular white matter, 5 peri-
callosal lesions, 3 in the corpus callosum, 4 in the centrum
semiovale, and 7 bilateral juxtacortical, frontoparietal lesions
(Fig. 1A). The magnetic resonance of the spinal cord was
normal.
The study also included the following tests23: blood count,
basic metabolic studies, sedimentation rate, PCR, liver func-
tion tests, serum B12 and folate levels, proteinogram,
angiotensin-converting enzyme, and immunological (i.e.,
antinuclear antibodies, TSH, antiDNA anti-Sm, anti RNP, anti
SS-A, and anti SS-B) and virological (i.e., serum agglutination
test for Brucella, Borrelia, HIV, and Epstein Barr titres) studies,
which were all normal.
The cerebrospinal fluid analysis revealed discrete hyper-
proteinorraquia (480 mg/L), with the presence of oligoclonal
bands.
The ophthalmological examination was normal. The
study using visual evoked potentials revealed a discrete
p100 latency in both eyes (p100 right at 121 ms and left at
118 ms).
Clinical case 1 (AeB). (A) Small hyperintense lesions located
al horn and the right ventricular atrium, which are
ed two years later. Increased lesion size (indicated by white
al case 2 (CeD). (C) Hyperintense lesions located in the
ular to the greater ventricular axis, which are characteristic
MRI performed two years later. Appearance of new lesions
e u r o p e a n j o u r n a l o f p a e d i a t r i c n e u r o l o g y 1 8 ( 2 0 1 4 ) 2 9 5e3 0 0 297
The patient subsequently received care in our department
for two clinical episodes. One episode caused diplopia and
hypoesthesia on the right side of the body, and a second
episode was characterised by mild paresthesia in the left
hand. The patient had a full clinical recovery from all three
episodes after treatment with intravenous methylpredniso-
lone, which was administered in all cases after the magnetic
resonance study was performed.
The patient exhibited no learning disabilities or symp-
tomatic cognitive delays.
Follow-up magnetic resonance studies indicated the
appearance of new lesions similar to the original lesions
(Fig. 1B) in the supratentorial region and on the spinal cord.
One lesionwas at the C2 level, and another was a left posterior
paramedial lesion at the C3eC4 level.
2.2. Clinical case 2
A 16-year-old male with no personal or family history of in-
terest requested a consultation after a 7-day, self-limiting
episode characterised by a lack of sensitivity and a loss of
strength in the left upper and lower limbs. During examina-
tion after the patient had become asymptomatic, no focal
disturbances or relevant anomalies were detected. Cerebral
magnetic resonance revealed 15 demyelinating lesions: 1 in
the middle cerebellar peduncle, 5 in the periventricular white
matter, 3 paracallosal lesions, 4 in the semioval centers, 1 in
the right external capsule, and 1 left frontal juxtacortical
lesion. The lesions did not take up contrast. Spinal magnetic
resonance revealed no relevant alterations (Fig. 1C).
A discrete hyperproteinorraquia (530mg/L) was detected in
the cerebrospinal fluid analysis, with the presence of oligo-
clonal banding.
The study also included the blood analyses described for
the previous case,23 which revealed normal results. The
ophthalmological examination was normal.
Eight months after the first episode, the patient again
presented with a self-limiting episode of paresthesia in the
upper left limb. Magnetic resonance (Fig. 1D) revealed two
additional lesions, which were similar to the original lesions.
However on this occasion, the lesions did take up contrast.
Another small lesion that did not take up contrast was
detected on the cervical spine at the C2 level. Visual evoked
potentials were normal. Both episodes were treated with
intravenous methylprednisolone after the MRI was
performed.
This patient had no clinical learning or cognitive disabil-
ities, and he was a university student with good grades.
2.3. Control group
The control group included six 12-year-old females (female
control group) and six 16-year-old males (male control group)
with a history of normal neurological development. Each child
was examined by a paediatric neurologist to rule out any
neurological abnormalities.
All of the subjects (i.e., both cases and controls) were
evaluated from a general medical perspective and a neuro-
logical perspective. Appropriate consent was obtained prior to
each child’s evaluation and neuroimaging studies.
3. Methods
3.1. MRI acquisition and image analysis
MRI scans were visually inspected by a radiologist for move-
ment artefacts before inclusion in the analysis. CTh analysis
was performed by two technicians trained to use the software
used in this study; neither of the technicians knew the pa-
tients or their diagnoses.
The following equipment and sequences were used: Gen-
eral Electric 1.5t Signa HDx equipment (Milwaukee, MI, US);
1.5 T; T1 3D SPGR (spoiled gradient echo) sequence in plane
axial, TE (echo delay time) 1 ms in phase, automatic TR
(repetition time), flip angle 10�, bandwidth 31.25 Hz, FOV (field
of view) 28, slice thickness 1.4 mm; zip (“speed” compression
system): 512; phase FOV: 0.8; 2NEX (number of excitations);
matrix: 228 � 228; duration: 6.25 min.
The sequential method for analysing CTh was previously
described by our group.24 Three steps were performed suc-
cessively: 1) automated removal of non-brain tissue using the
Bet extraction tool,25 2) automatic segmentation of the
selected brain tissue into tissue types, including grey matter,
white matter and cerebrospinal fluid, using the FSL’s FAST
tool, and 3) CTh measurement for each subject using the
Laplace method, as implemented in BrainVoyager.26 Prior to
this analysis, anatomical data from each subject was resam-
pled and transformed into ACPC space and Talairach standard
space. An advanced segmentation was also performed to
obtain a highly accurate cortex representation. After individ-
ual CTh maps were calculated, the reconstructed cortices
were aligned into a spherical representation to improve the
spatial correspondence across the subjects’ brains. CTh was
analysed within lobes, within hemispheres and within the
whole brain.
4. Results
4.1. Total brain CTh and CTh by hemisphere
An analysis of total cerebral CTh indicated that patients with
MS have smaller thicknesses than patients in the control
group, regardless of gender (Table 1). The analysis of CTh by
hemisphere indicated that this relationship was maintained
in the right hemisphere in both clinical cases; the left hemi-
sphere CTh in Case 1 was also smaller than that of the control
group comprised of girls of the same age. However, the left
hemisphere CTh in Case 2 was greater than the mean CTh of
the control group comprised of males of the same age as the
patient.
4.2. CTh by brain lobe (Table 1)
Case 1 versus the female control group. All of the right lobular
CTh values recorded in Case 1 were at least 1.5 standard de-
viations below the values recorded in the control group. The
left lobular CTh values of the same patient were also lower
than those observed in the control group, exhibiting values
between 0.73 and 2.3 standard deviations below those of the
Table 1 e Mean cortical thicknesses (in millimetres) and standard deviations (SD), presented according to group.
Area analysed Controlgroup girls(N ¼ 6)
Case 1 Standarddeviations
(SD)
Controlgroup boys
(N ¼ 6)
Case 2 Standarddeviations
(SD)
Right Hemisphere
Frontal Lobe 3.50 (0.15) 2.92 �3.86 SD 3.29 (0.25) 2.97 �1.28 SD
Parietal Lobe 2.83 (0.26) 2.43 �1.53 SD 2.81 (0.37) 2.23 �1.57 SD
Temporal Lobe 3.74 (0.31) 2.82 �2.96 SD 3.56 (0.35) 3.07 �1.40 SD
Occipital Lobe 3.43 (0.34) 2.27 �3.41 SD 3.01 (0.41) 2.53 �1.17 SD
Total right 3.36 (0.18) 2.67 �3.83 SD 3.19 (0.31) 2.73 �1.4 SD
Left Hemisphere
Frontal Lobe 3.51 (0.16) 3.13 �2.3 SD 3.28 (0.32) 2.96 �1.00 SD
Parietal Lobe 2.87 (0.53) 2.48 �0.73 SD 2.82 (0.38) 4.46 4.31 SD
Temporal Lobe 3.63 (0.33) 3.17 �1.39 SD 3.66 (0.46) 3.36 �0.65 SD
Occipital Lobe 3.21 (0.60) 2.64 �0.95 SD 3.59 (1.44) 2.46 �0.78 SD
Total left 3.32 (0.34) 2.89 �1.26 SD 3.29 (0.39) 3.46 0.43 SD
Both Hemispheres
Total 3.34 (0.17) 2.79 �3.23 SD 3.24 (0.31) 3.10 �0.45 SD
e u r o p e a n j o u r n a l o f p a e d i a t r i c n e u r o l o g y 1 8 ( 2 0 1 4 ) 2 9 5e3 0 0298
control group. The CTh of both frontal lobes in Case 1
exhibited the most significant differences from the measure-
ments of the corresponding control group (i.e., values more
than 2 standard deviations below the control group values).
Case 2 versus the male control group. All of the right lobe
CTh measurements obtained in Case 1 were at least 1 stan-
dard deviation below the values observed in the control group.
Analysis of the left hemisphere indicated that the CTh of the
frontal, temporal, and occipital lobes in Case 2 were smaller
than the measurements recorded in the corresponding con-
trol group. The CTh values of the right parietal lobe and the
left frontal lobe in Case 2 exhibited the most significant dif-
ferences from the values recorded for the control group, (i.e.,
values 1.57 and 1 standard deviations below the control group
values, respectively).
The comparative analysis of the mean CTh values (in
millimetres) according to cerebral lobe between patients with
multiple sclerosis (cases) and patients in the control group is
presented in Fig. 2.
Fig. 2 e Comparative analysis of mean cortical thicknesses
(inmillimetres) according to cerebral lobe between patients
with multiple sclerosis (cases) and patients in the control
group. R [ right; L [ left.
5. Discussion
The evaluation of changes in cortical volume using serial
magnetic resonance imaging is a reliable andwell-established
method of estimating the progressive loss of tissue that occurs
as a result of neurodegeneration in patientswithMS.19 Studies
in the early stages of the disease are useful for establishing
prognostic markers and treatment monitoring techniques, as
well as for providing information regarding the pathogenesis
of the disease.18 Quantitative MR studies in adults indicate
that gray matter atrophy (i.e., global cerebral atrophy, cortical
volume, and thalamic atrophy)12,13,17e19,27 begins during the
initial stages of the disease,13,17,18 with white matter devel-
oping more quickly14,28; cortical atrophy is more closely
related to motor disability and cognitive impairment than
white matter lesions.11,12,29
Calabrese et al. reported a subgroup of adults with an iso-
lated clinical syndrome that evolved intoMS during the course
of a 4-year follow-up; this clinical syndrome was charac-
terised by significant gray matter atrophy in cortical regions,
deep brain areas and the cerebellum.11 The same author29
conducted an analysis of CTh in a large group of adults with
the remittingerelapsing form of MS; marked bilateral fronto-
temporal cortical thinning was observed in patients with
normal cognition compared to controls. The patients with
mild cognitive impairment displayed widespread cortical
thinning involving most cortical areas. Although the frontal
and temporal lobes were the most atrophied regions,15 many
other areas appear thinned in adult patients.15,29
These results are similar to those observed in the two
children studied in thiswork. In these patients, the CTh values
of most lobes, including the frontal and temporal lobes, were
distinct from the measurements of the corresponding control
group. The increased CTh in the parietal lobe of the second
case could be coincidental; however, this finding could also be
explained by neural compensation, which has been observed
in MS30,31 and other dysfunctional disorders.32,33 Our data
indicate that graymatter pathology plays an important role in
determining the evolutive course of MS in young patients. In
contrast, Absinta et al.8 reported that gray matter volume did
e u r o p e a n j o u r n a l o f p a e d i a t r i c n e u r o l o g y 1 8 ( 2 0 1 4 ) 2 9 5e3 0 0 299
not differ between paediatric patients with MS and control
patients or between paediatric and adult patients with MS,
after adjusting the values for age. Mesaros et al.20 studied the
pattern of cortical gray matter loss in patients with remit-
tingerelapsing MS; the atrophy of gray matter appeared to
compromise only the thalamus, sparing the cortex. These two
studies reported inconsistent results for adults11,29 and
differed from our results, which indicated that cortical atro-
phywas present during the initial outbreak of MS in paediatric
patients.
Till et al.12 reported cognitive impairment in 29% of youths
with a paediatric onset of MS; the group with MS displayed
significantly smaller thalamic and total cerebral volumes, and
gray matter volume was also affected, as reported in our
study. The important association between cognitive function
and the gray matter findings in the imaging studies suggest
the existence of a neurodegenerative process early in the
course of the disease.12
It is possible that the etiological-pathogenic mechanisms
that cause the lesions may be present and cause cortical at-
rophy prior to the appearance of clinical episodes. To address
this hypothesis, broad, multicenter, studies in child-
adolescent populations that analyse not only the gray mat-
ter thickness but also the cerebral cortex of each brain lobe
during the initial outbreak of MS are needed. Enhancing the
sensitivity of magnetic resonance, improving the software for
data analysis, collecting neuropsychological testing data, and
reducing heterogeneity among patients will facilitate an
improved understanding of the timing of cortical atrophy and
of the possible use of cortical atrophy as a prognostic marker
in MS, leading to the development of disease-modifying
treatments.11
Financial disclosure/funding
The authors received no financial support for the research
and/or authorship of this article.
Author contributions/roles
Alberto Fernandez-Jaen participated in the conception and
design of the study, as well as the analysis and interpretation
of patient data. He also provided final approval for this
manuscript. Daniel Martın Fernandez-Mayoralas participated
in the conception and design of this study and drafted the first
version of this manuscript. He also provided final approval for
this manuscript. Beatriz Calleja Perez contributed to the study
design and to the analysis and interpretation of the data. She
also provided final approval for this manuscript. Mar Jimenez
de la Pena contributed to the conception and design of this
study and to the analysis and interpretation of data. Manuel
Recio Rodrıguez contributed to the study design and to the
analysis and interpretation of the data. Nuria Munoz Jareno
participated in the data analysis and critically revised this
article for important intellectual content. She also provided
final approval for this manuscript. Rafael Arroyo Gonzalez
made substantial contributions to the conception of this
study, revised this manuscript, and will provide final approval
for the version to be published. Jacobo Albert revised this
manuscript and will provide final approval for the version to
be published.
Declaration of conflict of interests
The authors declare that they have no conflicts of interest or
commercial or other financial relationships. We received no
funding for this study. We have no commercial, financial, or
other associations that could create a conflict of interest
related to the submitted article.
Acknowledgements
Thework presented in this studywas conducted at the Quiron
Hospital in Madrid.
r e f e r e n c e s
1. Sanchez-Calderon M, de Santos T, Martin S, et al.Esclerosis multiple en la infancia: nuestra experiencia yrevision de la literatura. Rev Neurol 1998Aug;27(156):237e41. PubMed PMID: 9736953. [Epub 1998/09/16]. Esclerosis multiple en la infancia: nuestra experienciay revision de la literatura. spa.
2. Polman CH, Reingold SC, Banwell B, et al. Diagnostic criteriafor multiple sclerosis: 2010 revisions to the McDonald criteria.Ann Neurol 2011 Feb;69(2):292e302. PubMed PMID: 21387374.Pubmed Central PMCID: 3084507. [Epub 2011/03/10. eng].
3. Langer-Gould A, Zhang JL, Chung J, et al. Incidence ofacquired CNS demyelinating syndromes in a multiethniccohort of children. Neurology 2011 Sep 20;77(12):1143e8.PubMed PMID: 21865580. [Epub 2011/08/26. eng].
4. Domingo R, Martinez-Salcedo E, Climent V, Puche A, Casas C.Esclerosis multiple: a proposito de un caso de inicio muyprecoz. Rev Neurol 1999 Mar 1e15;28(5):488e91. PubMed PMID:10229963. [Epub 1999/05/07]. Esclerosis multiple: a propositode un caso de inicio muy precoz. spa.
5. Patel Y, Bhise V, Krupp L. Pediatric multiple sclerosis. AnnIndian Acad Neurol 2009 Oct;12(4):238e45. PubMed PMID:20182571. Pubmed Central PMCID: 2824951. [Epub 2010/02/26.eng].
6. Tenembaum SN. Therapy of multiple sclerosis in childrenand adolescents. Clin Neurol Neurosurg 2010Sep;112(7):633e40. PubMed PMID: 20471159. [Epub 2010/05/18.eng].
7. Yeh EA, Weinstock-Guttman B, Ramanathan M, et al.Magnetic resonance imaging characteristics of children andadults with paediatric-onset multiple sclerosis. Brain 2009Dec;132(Pt 12):3392e400. PubMed PMID: 19892770. [Epub 2009/11/07. eng].
8. Absinta M, Rocca MA, Moiola L, et al. Cortical lesions inchildren with multiple sclerosis. Neurology 2011 Mar8;76(10):910e3. PubMed PMID: 21383327. [Epub 2011/03/09.eng].
9. Banwell BL, Sled JG. Starting early: MRI evidence of graymatter atrophy in children with multiple sclerosis. Neurology2008 Mar 25;70(13 Pt 2):1065e6. PubMed PMID: 18362266.[Epub 2008/03/26. eng].
10. Calabrese M, Grossi P, Favaretto A, et al. Cortical pathology inmultiple sclerosis patients with epilepsy: a 3 year longitudinal
e u r o p e a n j o u r n a l o f p a e d i a t r i c n e u r o l o g y 1 8 ( 2 0 1 4 ) 2 9 5e3 0 0300
study. J Neurol Neurosurg Psychiatry 2012;83(1):49e54. PubMedPMID: 21890577. [Epub 2011/09/06. Eng].
11. Calabrese M, Rinaldi F, Mattisi I, et al. The predictive value ofgray matter atrophy in clinically isolated syndromes.Neurology 2011 Jul 19;77(3):257e63. PubMed PMID: 21613600.[Epub 2011/05/27. eng].
12. Till C, Ghassemi R, Aubert-Broche B, et al. MRI correlates ofcognitive impairment in childhood-onset multiple sclerosis.Neuropsychology 2011 May;25(3):319e32. PubMed PMID:21534686. [Epub 2011/05/04. eng].
13. De Stefano N, Matthews PM, Filippi M, et al. Evidence of earlycortical atrophy in MS: relevance to white matter changesand disability. Neurology 2003 Apr 8;60(7):1157e62. PubMedPMID: 12682324. [Epub 2003/04/12. eng].
14. Fisher E, Lee JC, Nakamura K, Rudick RA. Gray matter atrophyin multiple sclerosis: a longitudinal study. Ann Neurol 2008Sep;64(3):255e65. PubMed PMID: 18661561. [Epub 2008/07/29.eng].
15. Ramasamy DP, Benedict RH, Cox JL, et al. Extent ofcerebellum, subcortical and cortical atrophy in patients withMS: a case-control study. J Neurol Sci 2009 Jul15;282(1e2):47e54. PubMed PMID: 19201003. [Epub 2009/02/10.eng].
16. Wegner C, Esiri MM, Chance SA, Palace J, Matthews PM.Neocortical neuronal, synaptic, and glial loss in multiplesclerosis. Neurology 2006 Sep 26;67(6):960e7. PubMed PMID:17000961. [Epub 2006/09/27. eng].
17. Calabrese M, Atzori M, Bernardi V, et al. Cortical atrophy isrelevant in multiple sclerosis at clinical onset. J Neurol 2007Sep;254(9):1212e20. PubMed PMID: 17361339. [Epub 2007/03/16. eng].
18. Dalton CM, Chard DT, Davies GR, et al. Early development ofmultiple sclerosis is associated with progressive grey matteratrophy in patients presenting with clinically isolatedsyndromes. Brain 2004 May;127(Pt 5):1101e7. PubMed PMID:14998914. [Epub 2004/03/05. eng].
19. Valsasina P, Benedetti B, Rovaris M, et al. Evidence forprogressive gray matter loss in patients with relapsing-remitting MS. Neurology 2005 Oct 11;65(7):1126e8. PubMedPMID: 16217074. [Epub 2005/10/12. eng].
20. Mesaros S, Rocca MA, Absinta M, et al. Evidence of thalamicgray matter loss in pediatric multiple sclerosis. Neurology 2008Mar 25;70(13 Pt 2):1107e12. PubMed PMID: 18272867. [Epub2008/02/15. eng].
21. Krupp LB, Banwell B, Tenembaum S. Consensus definitionsproposed for pediatric multiple sclerosis and relateddisorders. Neurology 2007 Apr 17;68(16 Suppl. 2):S7e12.PubMed PMID: 17438241. [Epub 2007/04/18. eng].
22. McDonald WI, Compston A, Edan G, et al. Recommendeddiagnostic criteria for multiple sclerosis: guidelines from theInternational Panel on the diagnosis of multiple sclerosis. Ann
Neurol 2001 Jul;50(1):121e7. PubMed PMID: 11456302. [Epub2001/07/18. eng].
23. Waldman AT, Gorman MP, Rensel MR, et al. Management ofpediatric central nervous system demyelinating disorders:consensus of United States neurologists. J Child Neurol 2011Jun;26(6):675e82. PubMed PMID: 21518802. [Epub 2011/04/27.eng].
24. Fernandez-Jaen A, Fernandez-Mayoralas DM, QuinonesTapia D, et al. Cortical thickness in fetal alcohol syndromeand attention deficit disorder. Pediatric Neurology 2011Dec;45(6):387e91. PubMed PMID: 22115001.
25. Smith SM. Fast robust automated brain extraction. Hum BrainMapp 2002 Nov;17(3):143e55. PubMed PMID: 12391568. Epub2002/10/23. eng.
26. Goebel R, Esposito F, Formisano E. Analysis of functionalimage analysis contest (FIAC) data with brainvoyager QX:from single-subject to cortically aligned group general linearmodel analysis and self-organizing group independentcomponent analysis. Hum Brain Mapp 2006 May;27(5):392e401.PubMed PMID: 16596654. [Epub 2006/04/06. eng].
27. Benedict RH, Bruce JM, Dwyer MG, et al. Neocortical atrophy,third ventricular width, and cognitive dysfunction in multiplesclerosis. Arch Neurol 2006 Sep;63(9):1301e6. PubMed PMID:16966509. [Epub 2006/09/13. eng].
28. Chard DT, Griffin CM, Rashid W, et al. Progressive grey matteratrophy in clinically early relapsing-remitting multiplesclerosis. Mult Scler 2004 Aug;10(4):387e91. PubMed PMID:15327034. [Epub 2004/08/26. eng].
29. Calabrese M, Rinaldi F, Mattisi I, et al. Widespread corticalthinning characterizes patients with MS with mild cognitiveimpairment. Neurology 2010 Jan 26;74(4):321e8. PubMed PMID:20101038. [Epub 2010/01/27. eng].
30. Smith AM, Walker LA, Freedman MS, et al. fMRI investigationof disinhibition in cognitively impaired patients with multiplesclerosis. J Neurol Sci 2009 Jun 15;281(1e2):58e63. PubMedPMID: 19344919.
31. Kern KC, Ekstrom AD, Suthana NA, et al. Fornix damagelimits verbal memory functional compensation in multiplesclerosis. NeuroImage 2012 Feb 1;59(3):2932e40. PubMed PMID:22001266.
32. Fassbender C, Schweitzer JB. Is there evidence for neuralcompensation in attention deficit hyperactivity disorder? Areview of the functional neuroimaging literature. ClinicalPsychol Rev 2006 Aug;26(4):445e65. PubMed PMID: 16500007.Pubmed Central PMCID: 2677014.
33. Schlosser RG, Koch K, Wagner G, et al. Inefficient executivecognitive control in schizophrenia is preceded by alteredfunctional activation during information encoding: an fMRIstudy. Neuropsychologia 2008 Jan 15;46(1):336e47. PubMedPMID: 17707869.