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Early detection of secondary damage in ipsilateral thalamus after acute infarction at unilateral corona radiata by diffusion tensor imaging and magnetic resonance spectroscopy
© Li et al; licensee BioMed Central Ltd. 2011
Received: 8 November 2010
Accepted: 5 May 2011
Published: 5 May 2011
Traditional magnetic resonance (MR) imaging can identify abnormal changes in ipsilateral thalamus in patients with unilateral middle cerebral artery (MCA) infarcts. However, it is difficult to demonstrate these early changes quantitatively. Diffusion tensor imaging (DTI) and proton magnetic resonance spectroscopy (MRS) are potentially sensitive and quantitative methods of detection in examining changes of tissue microstructure and metabolism. In this study, We used both DTI and MRS to examine possible secondary damage of thalamus in patients with corona radiata infarction.
Twelve patients with unilateral corona radiata infarction underwent MR imaging including DTI and MRS at one week (W1), four weeks (W4), and twelve weeks (W12) after onset of stroke. Twelve age-matched controls were imaged. Mean diffusivity (MD), fractional anisotropy (FA), N-acetylaspartate (NAA), choline(Cho), and creatine(Cr) were measured in thalami.
T1-weighted fluid attenuation inversion recovery (FLAIR), T2-weighted, and T2-FLAIR imaging showed an infarct at unilateral corona radiate but no other lesion in each patient brain. In patients, MD was significantly increased at W12, compared to W1 and W4 (all P< 0.05). NAA was significantly decreased at W4 compared to W1, and at W12 compared to W4 (all P< 0.05) in the ipsilateral thalamus. There was no significant change in FA, Cho, or Cr in the ipsilateral thalamus from W1 to W12. Spearman's rank correlation analysis revealed a significant negative correlation between MD and the peak area of NAA, Cho, and Cr at W1, W4, and W12 and a significant positive correlation of FA with NAA at W1.
These findings indicate that DTI and MRS can detect the early changes indicating secondary damage in the ipsilateral thalamus after unilateral corona radiata infarction. MRS may reveal the progressive course of damage in the ipsilateral thalamus over time.
Secondary damage in the ipsilateral thalamus separate from the primary infarcted area has been demonstrated by a number of studies [1–9]. In rats with distal middle cerebral artery occlusion (MCAO), secondary neuronal degeneration and gliosis in non-ischemic ipsilateral thalamus were observed at 1 week after ischemic injury of the thalamocortical pathway . In addition, in patients with unilateral middle cerebral artery (MCA) infarcts, 47% showed hyperintensity within the ipsilateral thalamus 1-12 months after stroke on T2-weighted images. Post-mortem examination in one patient demonstrated neuronal loss and gliosis at this thalamic hyperintensity four months after stroke . Although T2-weighted imaging shows abnormal changes in thalamus, it is still difficult to quantify the microstructural and metabolic changes. Moreover, in monkeys with MCAO, pathological analyses have shown a decrease in the number of neurons in the thalamus ipsilateral to the infarcted hemisphere, as early as 4 weeks. No signs of abnormalities were seen on T2-weighted images at that time , suggesting that traditional MR imaging could not demonstrate these secondary changes in the ipsilateral thalamus at this early stage.
Diffusion tensor imaging (DTI) is able to characterize brain tissue structure by measurement of water diffusion, and it can detect changes not identified by traditional MR imaging. It is expressed as two indices, mean diffusivity (MD) and fractional anisotropy (FA). MD is a parameter of magnitude of average molecular motion considered in all directions. FA is a quantitative measure of the degree of anisotropy, which is characterized by the random motion of water preferentially restricted to movement in one direction [10, 11]. Studies in patients with MCA infarcts have demonstrated a significantly increased MD in the ipsilateral thalamus, reflecting less restriction in the movement of water molecules, which suggests the loss of thalamic components . However, the underlying pathological changes in the thalamus are still uncertain.
Proton magnetic resonance spectroscopy (MRS) allows for non-invasive imaging of metabolic changes within the brain. Evidence of neuronal or axonal loss and damage can be obtained from measurement of N-acetylaspartate (NAA), which is considered a marker for neuronal and axonal integrity, viability, activity, and function [13–18]. Several studies have shown a reduction of NAA/creatine(Cr) values and NAA concentration in the thalami of patients with depression or epilepsy. No abnormalities are typically seen in these cases with traditional MR imaging, and these findings have been thought to represent neuronal and axonal degeneration and dysfunction [13, 15–17]. MRS could be used to investigate neuronal and axonal density and function through NAA changes without the potential effect of microglial activation on diffusion, which can make DTI changes challenging to interpret. To observe secondary changes in the thalamus after stroke using DTI combined with MRS may reveal the pathological basis of the imaging abnormalities noted on DTI.
The corona radiata is the core of the hemispheric white matter, and its infarction may compromise the integrity of the corticospinal tract and thalamic radiations, causing sensation, movement, and cognitive dysfunction [19–22]. Hervé et al. revealed that secondary injuries in the ipsilateral thalamus were present in cases of MCA infarction with cortical involvement, shown by DTI between the first and sixth month after stroke onset . It is still unknown whether similar findings are seen in cases of impairment of thalamocortical pathways due to an acute corona radiata infarction without cortical involvement. The goal of the present study is to detect early secondary damage in the ipsilateral thalamus in patients following acute unilateral infarction of the corona radiata using DTI and MRS, and to further explore possible associations between pathological changes and DTI abnormities in these patients.
The research protocol was approved by the medical ethical committee of the First Affiliated Hospital, Sun Yat-Sen University for clinical research, and informed consent was signed from all participants. We selected 12 consecutive patients (7 male, 5 female) between October 2008 and December 2009 in Department of Neurology and Stroke Center, the First Affiliated Hospital, Sun Yat-Sen University, within 7 days of a focal infarct in the unilateral corona radiata, without any other signal abnormalities on T1-weighted fluid attenuation inversion recovery (FLAIR) and T2-weighted images. Mean age was 62.7 ± 6.5. Patients with unstable vital signs or a history of central nervous system disorders were excluded. Demographic characteristics and vascular risk factors were recorded in each patient. All patients were investigated with DTI and MRS at 1 week (6 ± 1 days, W1), 4 weeks (28 ± 3 days, W4), and 12 weeks (85 ± 4 days, W12) following a pre-defined protocol. Infarct volume was estimated from the T2-weighted FLAIR images at W12. Controls were 12 healthy age-matched volunteers recruited over the same period examined once by DTI and MRS.
An experienced radiographer carried out image post-processing without knowing the purpose of the study. The DTI data were transferred to a workstation and spatially filtered using a median 3 × 3 filter. Acquiring the DTI data with the dual-echo EPI sequence and ramp sampling considerably reduced, but did not eliminate, the geometric distortions. We corrected the residual distortions by registering the diffusion weighted imaging with the reference image using the two-dimensional module of the automated image registration package (eight-parameter with perspective) . With this correction, the DTI parameters were calculated on a pixel-by-pixel basis. Using ADW4.2 Software (Signa General Electric Medical Systems, Milwaukee, Wis., USA), regions of interest (ROIs) covering the entire thalamus on each side were manually delineated. According to the methods used by Hervé et. al., the medial boundaries of the thalamus were verified by the limits of cerebrospinal fluid ventricle on T2-FLAIR, and the lateral limits were defined by the internal capsule on FA maps . DTI maps were calculated at W1 and on follow-up scans. The quantitative MD [derived from the trace of the diffusion tensor, MD = trace (D)/3] and FA data in thalamus obtained at different time points were analyzed.
The post-processing and quantification steps were automatically done using ADW4.2 Software. Spectral post-processing was comprised of line broadening, zero-filling, reducing the residual water resonance, linear baseline correction, and peak integration. Data were obtained from three adjacent voxels in the thalami on each side (Figure 1). Each spectrum was evaluated for the presence of NAA, choline (Cho), and Cr. The peak areas of NAA, Cho, and Cr were present in each spectrum for further evaluation.
MD, FA values, and proton metabolite levels obtained at W1, W4, and W12 in patients were first compared with those of controls with a two-tailed Student's t test. DTI parameters (MD and FA values) and metabolite levels (peak areas of NAA, Cho, and Cr) obtained at W1, W4, and W12 were analyzed using the Tukey test for multiple testing. To reduce inter-patient and inter-exam variability, asymmetry indices (ipsilateral/contralateral to the ischemic lesion) of MD, FA values, and peak areas of NAA, Cho, Cr obtained in patients, were calculated according to methods described by Hervé et al. , and further analyzed using Tukey test for multiple testing. Finally, the associations between MD, FA, and the peak area of NAA, Cho, and Cr were assessed with Spearman correlation analysis for the 12 patients at W1, W4, and W12. All analyses were performed using SPSS for Windows software, version 10.0, and the significance level was set at P < 0.05.
Patient demographics and clinical data
Infarct on T2-FLAIR images
Volume of lesion(mm3)
In controls, in the absence of any significant difference between the left and right thalami for MD (mean values: 0.833 ± 0.047 × 10-3mm2/s and 0.837 ± 0.047 × 10-3mm2/s, respectively, P = 0.382), FA (mean values: 0.345 ± 0.072 and 0.349 ± 0.053, P = 0.443), NAA (mean values: 13897 ± 2148 and 13946 ± 1693, respectively, P = 0.884), Cho (mean values: 9710 ± 1971 and 9502 ± 2331, respectively, P = 0.307) and Cr (mean values: 8030 ± 1464 and 7933 ± 1494, respectively, P = 0.318) the data obtained in the right thalamus were selected to compare absolute values in patients and controls.
MRI parameter values in thalamus in patients and controls (mean ± SD)
Right Thalamus in controls
0.877 ± 0.059a
0.863 ± 0.051c
0.954 ± 0.074abcd
0.866 ± 0.046a
0.872 ± 0.044a
0.869 ± 0.043a
0.837 ± 0.047
0.332 ± 0.077
0.321 ± 0.063
0.315 ± 0.075
0.344 ± 0.046
0.352 ± 0.048
0.349 ± 0.058
0.349 ± 0.053
12911 ± 1592a
11139 ± 1943abc
9365 ± 1703abcd
13471 ± 1632
13220 ± 1830
13788 ± 1298
13946 ± 1693
8907 ± 1294
8893 ± 1963
8848 ± 1689
9762 ± 2397
9008 ± 1700
9343 ± 963
9502 ± 2331
7808 ± 1310
7585 ± 1539
7213 ± 1288
7995 ± 1317
7955 ± 1064
7751 ± 716
7933 ± 1494
Compared with control thalami, NAA obtained at W1 in ipsilateral thalami in patients showed a significant difference (P = 0.048). There was a significant time effect on MRS metabolites measured on the ipsilateral side. NAA in ipsilateral thalami were significantly decreased between W1 and W4, between W1 and W12, and between W4 and W12 (P = 0.048, P = 0.000 and P = 0.047), however, no obvious NAA changes were found in the contralateral thalami (Table 2) (Figure 1). There were no significant changes in Cho and Cr measured in the ipsilateral or the contralateral thalami from W1 to W12 (Table 2).
Asymmetry indices of MRI Parameter value
1.013 ± 0.046
0.991 ± 0.036
1.098 ± 0.076abc
1.005 ± 0.016
0.958 ± 0.115
0.914 ± 0.148c
0.915 ± 0.207
1.019 ± 0.049
0.961 ± 0.069
0.850 ± 0.142ac
0.678 ± 0.085abc
1.012 ± 0.087
0.935 ± 0.123
1.016 ± 0.295
0.951 ± 0.178
0.975 ± 0.064
0.979 ± 0.067
0.960 ± 0.190
0.932 ± 0.149
0.988 ± 0.038
Spearman's correlation (rs) between DTI parameters (MD, FA) with the corresponding MRS parameters (NAA, Cho) in patients showed a significant negative correlation of MD with NAA, Cho, and Cr at W1 (MD with NAA: rs = -0.816, P = 0.001; MD with Cho: rs = -0.872, P< 0.001; MD with Cr: rs = -0.651, P = 0.022 ), W4 (MD with NAA: rs = -0.797, P = 0.002; MD with Cho: rs = -0.622, P = 0.031; MD with Cr: rs = -0.692, P = 0.013), and W12 (MD with NAA: rs = -0.722, P = 0.008; MD with Cho: rs = -0.823, P = 0.001; MD with Cr: rs = -0.767, P = 0.004), and a significant positive correlation of FA with NAA at W1 (rs = .0.578, P = 0.049). There was no significant correlation between FA and NAA at W4 and W12, between FA and Cho at W1, W4, and W12.
To the best of our knowledge, this is the first prospective study using DTI and MRS to observe secondary changes in the thalamus, remote from a single subcortical cerebral infarction within the territory of the MCA. A significantly increased MD at W12 and a significantly decreased NAA at W4 and W12 were observed in the thalamus ipsilateral to the infarction. This suggests that both DTI and MRS detect certain aspects of early secondary thalamic damage in patients with acute infarction of the corona radiata, and MRS might be more sensitive than DTI in detecting secondary thalamic damage in the early stages of a stroke. Moreover, a significant negative correlation between MD and NAA at W1, W4, and W12 in the ipsilateral thalamus was found, suggesting that the structural loss in neurons is consistent with the dysfunction.
In this study, asymmetry indices comparing MD, FA, and peak areas of NAA, Cho, and Cr in thalamus were evaluated to reduce inter-patient and inter-exam variability. Analysis of MD, FA, and peak areas of NAA, Cho, and Cr, together with asymmetry indices of those parameters, showed that NAA was significantly decreased at W4 and W12, while MD was increased at W12 compared to W1 and controls. However, there were no significant differences in MD and NAA at W1 compared to controls by analysis of asymmetry indices. DTI and MRS parameter values in the contralateral thalamus were stable during the observation period, and thus can be regarded as an internal reference for calculating asymmetry indices. By using this method, effects of hypertension or other factors on MRI data may be ruled out; furthermore, the consistency of trends in MD and NAA changes shown by asymmetry indices and absolute values suggests that asymmetry indices might be a more reliable and reasonable method.
Increased MD in the ipsilateral thalamus may be a reflection of secondary degeneration due to disruption of white matter tracts linking the thalamus to other structures, specifically degeneration of cortico-thalamic or thalamocortical pathways [12, 24]. A significant increase of MD in the ipsilateral thalamus was found between W1 and W12, and between W4 and W12, but there were no significant changes between W1 and W4. Such increases in MD in the thalamus have also been described in patients with cerebral autosomal dominant arteriopathy with subcortical infarcts and leukoencephalopathy (CADASIL) [24, 25]. Similarly, in a study on patients with MCA infarcts, an increase in MD was observed between the first and the sixth month in the ipsilateral thalamus in patients with cerebral cortex involvement . The difference in our study is that the infarction was located in the corona radiata, without cortical involvement, thus excluding the effects of cortical damage on the thalamus. The abnormal diffusion observed in the thalamus in our study suggest that the secondary damage is cumulative from W1 to W12, and it is more obvious at later stages after infarction. FA is a measure of the directionality of diffusion, and is greater in white matter tracts than in grey matter. In our study, there was no significant FA difference observed in thalami between patients and controls, between thalami ipsilateral and contralateral to the infarction, which may be due to fewer oriented fiber bundles, and more nuclei in parallel within the thalamus. It was noteworthy that, in a study on CADASIL, significant reductions in anisotropy were found in thalami on both sides in patients compared to the controls . It is probable that longer follow-up and more sophisticated image analysis techniques are required for determining FA changes in the thalamus ipsilateral to a remote infarction. Accordingly, these results provide evidence that DTI may detect early damage to the thalamus ipsilateral to the infarction, and increased MD in the ipsilateral thalamus might have diagnostic value in demonstrating and evaluating secondary damage, although it may not show the changes of dynamic process within 4 weeks after stroke onset.
Animal and autopsy studies have shown that neuronal degeneration and a reduction in the number of nerve cells occur in the ipsilateral thalamus after MCA infarction [3–6, 8]. Our analysis of spectroscopic images acquired with proton MRS show a significantly progressive decrease in the ipsilateral thalamic NAA in patients from W1 to W4, and W4 to W12, indicating neuronal and/or axonal loss and dysfunction. Such changes in thalamus are in line with previously-reported findings in the ipsilateral thalamus after infarction [3–6, 8]. It is presumable that after corona radiata infarction, thalamic neuronal anterograde and retrograde degeneration induces neuronal and/or axonal loss and dysfunction in the ipsilateral thalamus, which results in damage to cortico-thalamic or thalamocortical fibers. Cho/Cr increases in the thalami of depressive patients have been associated with membrane phospholipids related to metabolism abnormality . In our study, there were no significant changes of Cho during the observation period. This suggests that the pathological alterations in membrane turnover in the thalamus with secondary damage might be a chronic process. Moreover, NAA decreased obviously within 4 weeks, but no significant changes in MD were found during this stage. These results indicate that MRS can also detect early damage in the ipsilateral thalamus after infarction MRS is more sensitive in revealing the dynamic process of secondary damage in the ipsilateral thalamus in the early stages of stroke.
Correlations between DTI and MRS parameters have been reported in healthy volunteers and primary progressive multiple sclerosis (ppMS) patients. A negative correlation between NAA and ADC was found in ppMS patients and controls [26, 27]. In our study, we also found a significant negative correlation between MD and NAA at W1, W4, and W12, suggesting that neuronal structure damage indicated by increased MD was approximately coincident with neuronal metabolism damage indicated by decreased NAA. This consistency of neuronal structure loss and dysfunction suggests a phenomenon of neuronal degeneration in the ipsilateral thalamus. In addition, FA correlates positively with NAA at W1, but showed no correlations at W4 and W12, suggesting that FA cannot reflect secondary damage process indicated by increased MD and decreased NAA in the ipsilateral thalamus. Cho showed negative correlations with MD, suggesting a constructive role of Cho in the preservation of neuron structures . It is in agreement with a previous study on healthy controls in which a negative correlation of MD with Cho was shown . Moreover, MD showed negative correlations to Cr suggests integrity of structure indicated by MD was associated with neuronal energy use and storage indicated by Cr in thalamus .
Using DTI and MRS, we found significantly increased MD at W12, and decreased NAA at W4 and W12 in the ipsilateral thalamus in patients with acute unilateral infarction of the corona radiata, indicating notable secondary damage in the ispilateral thalamus in the early stages after stroke. DTI and MRS can detect early secondary damage in the ipsilateral thalamus, and MRS may reveal the dynamic process of damage in the ipsilateral thalamus. The pathologic basis behind the secondary damage in ipsilateral thalamus may be mainly a result of neuronal and/or axonal degeneration, loss, and dysfunction. Moreover, neuronal and/or axonal structural loss was consistent with the neuronal and/or axonal dysfunction.
This study was supported by National Basic Research Program of China (No. 2011CB707805), the grants from the Natural Science Foundation of China (Nos. 39940012 and 81000500), the Joint Funds of the Natural Science Foundation of China (No. U1032005) and grants from Department of Education of Guangdong Province and Bureau for Science and Information Technology of Guangzhou.
- Abe O, Nakane M, Aoki S, Hayashi N, Masumoto T, Kunimatsu A, Mori H, Tamura A, Ohtomo K: Mr imaging of postischemic neuronal death in the substantia nigra and thalamus following middle cerebral artery occlusion in rats. Nmr Biomed. 2003, 16: 152-159. 10.1002/nbm.823.View ArticlePubMedGoogle Scholar
- Freret T, Chazalviel L, Roussel S, Bernaudin M, Schumann-Bard P, Boulouard M: Long-term functional outcome following transient middle cerebral artery occlusion in the rat: correlation between brain damage and behavioral impairment. Behav Neurosci. 2006, 120: 1285-1298.View ArticlePubMedGoogle Scholar
- Hirouchi Y, Suzuki E, Mitsuoka C, Jin H, Kitajima S, Kohjimoto Y, Enomoto M, Kugino K: Neuroimaging and histopathological evaluation of delayed neurological damage produced by artificial occlusion of the middle cerebral artery in cynomolgus monkeys: establishment of a monkey model for delayed cerebral ischemia. Exp Toxicol Pathol. 2007, 59: 9-16. 10.1016/j.etp.2007.02.008.View ArticlePubMedGoogle Scholar
- Iizuka H, Sakatani K, Young W: Neural damage in the rat thalamus after cortical infarcts. Stroke. 1990, 21: 790-794.View ArticlePubMedGoogle Scholar
- Kataoka K, Hayakawa T, Yamada K, Mushiroi T, Kuroda R, Mogami H: Neuronal network disturbance after focal ischemia in rats. Stroke. 1989, 20: 1226-1235.View ArticlePubMedGoogle Scholar
- Ogawa T, Yoshida Y, Okudera T, Noguchi K, Kado H, Uemura K: Secondary thalamic degeneration after cerebral infarction in the middle cerebral artery distribution: evaluation with MR imaging. Radiology. 1997, 204: 255-262.View ArticlePubMedGoogle Scholar
- Shiraishi K, Sharp FR, Simon RP: Sequential metabolic changes in rat brain following middle cerebral artery occlusion: a 2-deoxyglucose study. J Cereb Blood Flow Metab. 1989, 9: 765-773. 10.1038/jcbfm.1989.110.View ArticlePubMedGoogle Scholar
- Sørensen JC, Dalmau I, Zimmer J, Finsen B: Microglial reactions to retrograde degeneration of tracer-identified thalamic neurons after frontal sensorimotor cortex lesions in adult rats. Exp Brain Res. 1996, 112: 203-212.View ArticlePubMedGoogle Scholar
- Tokuno T, Kataoka K, Asai T, Chichibu S, Kuroda R, Ioku M, Yamada K, Hayakawa T: Functional changes in thalamic relay neurons after focal cerebral infarct: a study of unit recordings from vpl neurons after mca occlusion in rats. J Cereb Blood Flow Metab. 1992, 12: 954-961. 10.1038/jcbfm.1992.132.View ArticlePubMedGoogle Scholar
- Basser PJ, Pajevic S, Pierpaoli C, Duda J, Aldroubi A: In vivo fiber tractography using DT-MRI data. Magn Reson Med. 2000, 44: 625-632. 10.1002/1522-2594(200010)44:4<625::AID-MRM17>3.0.CO;2-O.View ArticlePubMedGoogle Scholar
- Basser PJ, Pierpaoli C: Microstructural and physiological features of tissues elucidated by quantitative-diffusion-tensor MRI. J Magn Reson B. 1996, 111: 209-219. 10.1006/jmrb.1996.0086.View ArticlePubMedGoogle Scholar
- Hervé D, Molko N, Pappata S, Buffon F, LeBihan D, Bousser MG, Chabriat H: Longitudinal thalamic diffusion changes after middle cerebral artery infarcts. J Neurol Neurosurg Psychiatry. 2005, 76: 200-205. 10.1136/jnnp.2004.041012.View ArticlePubMedPubMed CentralGoogle Scholar
- Bernasconi A, Bernasconi N, Natsume J, Antel SB, Andermann F, Arnold DL: Magnetic resonance spectroscopy and imaging of the thalamus in idiopathic generalized epilepsy. Brain. 2003, 126: 2447-2454. 10.1093/brain/awg249.View ArticlePubMedGoogle Scholar
- De Stefano N, Matthews PM, Arnold DL: Reversible decreases in n-acetylaspartate after acute brain injury. Magn Reson Med. 1995, 34: 721-727. 10.1002/mrm.1910340511.View ArticlePubMedGoogle Scholar
- Fojtiková D, Brázdil M, Horký J, Mikl M, Kuba R, Krupa P, Rektor I: Magnetic resonance spectroscopy of the thalamus in patients with typical absence epilepsy. Seizure. 2006, 15: 533-540. 10.1016/j.seizure.2006.06.007.View ArticlePubMedGoogle Scholar
- Haki C, Gumustas OG, Bora I, Gumustas AU, Parlak M: Proton magnetic resonance spectroscopy study of bilateral thalamus in juvenile myoclonic epilepsy. Seizure. 2007, 16: 287-295. 10.1016/j.seizure.2007.02.017.View ArticlePubMedGoogle Scholar
- Mu J, Xie P, Yang ZS, Yang DL, Lv FJ, Luo TY, Li Y: 1H magnetic resonance spectroscopy study of thalamus in treatment resistant depressive patients. Neurosci Lett. 2007, 425: 49-52. 10.1016/j.neulet.2007.08.004.View ArticlePubMedGoogle Scholar
- Tsai G, Coyle JT: N-acetylaspartate in neuropsychiatric disorders. Prog Neurobiol. 1995, 46: 531-540. 10.1016/0301-0082(95)00014-M.View ArticlePubMedGoogle Scholar
- Cho SH, Kim DG, Kim DS, Kim YH, Lee CH, Jang SH: Motor outcome according to the integrity of the corticospinal tract determined by diffusion tensor tractography in the early stage of corona radiata infarct. Neurosci Lett. 2007, 426: 123-127. 10.1016/j.neulet.2007.08.049.View ArticlePubMedGoogle Scholar
- Higano S, Zhong J, Shrier DA, Shibata DK, Takase Y, Wang H, Numaguchi Y: Diffusion anisotropy of the internal capsule and the corona radiata in association with stroke and tumors as measured by diffusion-weighted mr imaging. AJNR Am J Neuroradiol. 2001, 22: 456-463.PubMedGoogle Scholar
- Kwon YH, Lee CH, Ahn SH, Lee MY, Yang DS, Byun WM, Park JW, Jang SH: Motor recovery via the peri-infarct area in patients with corona radiata infarct. NeuroRehabilitation. 2007, 22: 105-108.PubMedGoogle Scholar
- Pohjasvaara T, Mantyla R, Salonen O, Aronen HJ, Ylikoski R, Hietanen M, Kaste M, Erkinjuntti T: How complex interactions of ischemic brain infarcts, white matter lesions, and atrophy relate to poststroke dementia. Arch Neurol. 2000, 57: 1295-1300. 10.1001/archneur.57.9.1295.View ArticlePubMedGoogle Scholar
- Woods RP, Grafton ST, Watson JD, Sicotte NL, Mazziotta JC: Automated image registration: ii. Intersubject validation of linear and nonlinear models. J Comput Assist Tomogr. 1998, 22: 153-165. 10.1097/00004728-199801000-00028.View ArticlePubMedGoogle Scholar
- O'Sullivan M, Singhal S, Charlton R, Markus HS: Diffusion tensor imaging of thalamus correlates with cognition in cadasil without dementia. Neurology. 2004, 62: 702-707.View ArticlePubMedGoogle Scholar
- Molko N, Pappata S, Mangin JF, Poupon C, Vahedi K, Jobert A, LeBihan D, Bousser MG, Chabriat H: Diffusion tensor imaging study of subcortical gray matter in cadasil. Stroke. 2001, 32: 2049-2054. 10.1161/hs0901.094255.View ArticlePubMedGoogle Scholar
- Sijens PE, Irwan R, Potze JH, Mostert JP, De Keyser J, Oudkerk M: Analysis of the human brain in primary progressive multiple sclerosis with mapping of the spatial distributions using 1H MR spectroscopy and diffusion tensor imaging. Eur Radiol. 2005, 15: 1686-1693. 10.1007/s00330-005-2775-0.View ArticlePubMedGoogle Scholar
- Irwan R, Sijens PE, Potze JH, Oudkerk M: Correlation of proton MR spectroscopy and diffusion tensor imaging. Magn Reson Imaging. 2005, 23: 851-858. 10.1016/j.mri.2005.06.005.View ArticlePubMedGoogle Scholar
- den Heijer T, Sijens PE, Prins ND, Hofman A, Koudstaal PJ, Oudkerk M, Breteler MM: MR spectroscopy of brain white matter in the prediction of dementia. Neurology. 2006, 66: 540-544. 10.1212/01.wnl.0000198256.54809.0e.View ArticlePubMedGoogle Scholar
- The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1471-2377/11/49/prepub
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