Quantitative magnetization transfer imaging of pre-lesional white-matter changes in multiple sclerosis

OBJECTIVE: Previous magnetization transfer (MT) studies in multiple sclerosis (MS) suggest a reduction of the MT ratio (MTR) precedes new lesion development. To gain further insight into pre-lesional tissue abnormalities, we investigated the time course of additional quantitative MT parameters. METHODS: Serial magnetic resonance imaging (MRI), including a gadolinium-enhanced T1 scan and MT imaging by means of a FastPACE sequence, was performed on 12 patients (4 males, 8 females) with relapsing-remitting MS. Quantitative MT values including the magnetization exchange rate (kfor) and the native relaxation time (T1free were analysed in the six months prior to the appearance of 44 enhancing lesions and in 88 control regions of persistently normal-appearing white matter (NAWM). RESULTS: Appearance of new active lesions was preceded by a significant decrease of the MTR (F7,166=91.5; p<0.0001) and of kfor (F7,166=105.2; p<0.0001), and by an increase of T1free (F7,166=57.3; p<0.0001). The drop of kfor was the most pronounced pre-lesional change and together with the MTR was statistically significant already four months before the appearance of new lesion. The observed increase of T1free was relatively small. MT variables of reactivated lesions were always different from NAWM but showed no characteristic time course. CONCLUSIONS: Multiparametric MT measurements suggest both a reduction of macromolecular material and a focal increase of free water to occur several months before the appearance of an active lesion. Reduction of the magnetization exchange rate, which may result from primary damage to myelin, appears to be the leading event     

Magnetization transfer imaging to monitor the evolution of multiple sclerosis

Magnetization transfer imaging (MTI) is a magnetic resonance imaging (MRI) technique that is now used in multiple sclerosis (MS) studies, and is thought to have a higher pathological specificity than conventional T2-weighted imaging. This review outlines the major contributions given by MTI for the understanding of MS evolution.MTI studies of individual MS lesions confirm the pathological heterogeneity of T2-weighted MRI abnormalities and the potential role of unenhanced T1-weighted hypointensities as specific markers of localized severe white matter disruption. Correlative cross-sectional and longitudinal studies using MIT and gadolinium (Gd)-enhanced MRI reveal that MTI findings may vary in lesions with different patterns of enhancement, and that MTI abnormalities are closely related to the onset and recovery of blood-brain barrier disruption in new MS plaques. MTI lesion load (LL) is highly correlated with T2-weighted MRI lesion load, but it has a limited reliability as a measure of MS lesion burden. On the other hand, measures obtained from MT scans using whole-brain histogram analysis are highly correlated with the extent of MS abnormalities on conventional MRI scans, and predict patients' clinical disability well, since they are sensitive to both macro- and microscopic MS lesion burden in the whole brain and in specific regions.These data suggest that (a) MTI is sensitive to different stages of lesion pathology and pathological evolution in MS patients; and (b) MT histogram analysis can provide a more global assessment of MS lesion burden, since it encompasses both macro- and microscopic MS pathology.     

Correlation of magnetization transfer ration with clinical disability in multiple sclerosis

We performed spin echo magnetic resonance imaging with and without application of an off-resonance saturation pulse in 43 patients with multiple selerosis (MS), 10 age-matched controls, and 4 elderly asymptomatic patients with the radiological diagnosis of small-vessel disease. Magnetization transfer (MT) ration images were obtained from these. All MS subgroups (primary progressive, secondary progressive, benign, early relapsing–remitting) showed significantly lower average lesion MT ratios than small-vessel disease patients. Secondary progressive MS patients showed significantly lower lesion MT ratios than those with benign disease, and there was an inverse correlaion of disability with average lesion MT ratio. The degree of reduction of MT ratios is an indicator of the extent of tissue destruction. Thus, reduced MT ratios in MS may provide an indication of the degree of demyelination and axonal loss, both of which are likely to cause functional deficits in MS. We conclude that MT measurement is (1) a robust quantitative method that may increase the pathological specificity of magnetic resonance imaging, (2) has the potential to differentiate demyelination in MS from less destructive pathological changes, and (3) may be useful in monitoring modifications in tissue structure brought about by treatment.     

Correlations between clinical and MRI involvement in multiple sclerosis: assessment using T(1), T(2) and MT histograms

The degree of disability and cerebellar and brainstem impairments in multiple sclerosis (MS) patients were correlated with several magnetic resonance imaging (MRI) measures of tissue damage in the whole brain, cerebellum and brainstem to determine the relative contributions of the factors underlying the development of disability in MS. Dual-echo conventional spin-echo, T(1)-weighted and magnetization transfer (MT) scans were obtained from 72 patients with MS and 20 age- and sex-matched controls. The following MRI-derived quantities were considered for the brain as a whole, for the cerebellum and for the brainstem: (a) the number and volume of lesions seen on T(2)-weighted images; (b) the number and volume of lesions seen on T(1)-weighted images; (c) the size of these structures measured on T(1)-weighted scans; (d) the average MT ratio (MTR), peak height and peak position for the MT histogram. With univariate analysis, many MRI measures were significantly different in patients with different levels of disability or cerebellar and brainstem functional system impairments. However, with multivariate analysis, only whole-brain average MTR was significantly related to physical disability, while cerebellar and brainstem T(1) lesion volume and average MTR were related to cerebellar and brainstem impairment. This study shows that increased pathological damage in clinically eloquent sites is the major cause of disability in patients with MS. It also suggests that measures derived from MT histogram analysis and T(1) hypointense lesion load should be considered when evaluating long-term MS evolution.     

A brain magnetization transfer MRI study with a clinical follow up of about four years in patients with clinically isolated syndromes suggestive of multiple sclerosis

Whereas it is important to gain prognostic information in patients with clinically isolated syndromes (CIS) suggestive of multiple sclerosis (MS), there is still a lack of definitive data about the significance of normal-appearing white (NAWM) and gray (NAGM) matter damage in these patients. The aim of this study was to clarify the role of magnetization transfer magnetic resonance imaging (MT MRI) in assessing “occult” damage at the earliest clinical stage of MS. Dual echo, post-contrast T1-weighted, and MT MRI were obtained from 43 CIS patients with paraclinical evidence of spatial disease dissemination within 3 months from disease onset and from 22 controls. In patients, conventional MRI was obtained after 3 and 12 months from the baseline assessment, to detect disease dissemination in time (DIT). A neurological examination was also conducted to ascertain the occurrence of relapses for an average follow up period of 1389 (range = 420–1847) days. MTR maps were derived and NAWM and NAGM MT ratio (MTR) histograms were analyzed. During the follow up, 30 patients showed MRI evidence of DIT, and 21 experienced a relapse. T2 lesion volume (LV) was significantly higher in patients with DIT than in those without (p = 0.005). MTR histogram variables did not significantly differ between patients with MRI or clinical DIT. T2 LV was the only significant predictor of clinical DIT at follow-up (p = 0.001). This study shows that MT MRI-detectable damage to NAWM and NAGM may not be an important feature of all patients at presentation with a CIS highly suggestive of MS and that such a damage may develop with subsequent disease evolution. Received in revised form: 14 April 2006     

Evolution of focal and diffuse magnetisation transfer abnormalities in multiple sclerosis

Magnetisation transfer (MT) imaging provides indirect information on tissue structure abnormalities in areas that otherwise may appear normal on conventional MRI. We determined the evolution of MT changes in normal appearing white matter (NAWM) and lesion on serial examination of 9 multiple sclerosis (MS) patients and age matched controls. The mean NAWM MT ratio (MTR) was found to correlate strongly (R = 0.93) with the length of time since the patient's first clinical presentation and was well characterized by a linear decrease of -0.16%/year (p < 0.0001). The time zero intercept of the NAWM MTR regression was 30.7 +/- 0.2%, not different from the average MTR of white matter from controls (30.4 +/- 0.2 %). An additional gradual decrease in NAWM MTR was observed 6 to 12 months before the appearance of a new lesion on conventional MRI, while a more precipitous decrease in MTR was seen 2 to 6 months before the lesion appeared. Those lesions that exhibited pre-lesion MTR decreases showed less MTR recovery than lesions which had no pre-lesion MTR decrease. The data suggest that the MTR of NAWM in MS undergoes a slow progressive decrease that starts at disease onset and accelerates rapidly in focal areas just prior to lesion appearance on conventional MRI.     

Voxel‐Based quantitative MRI reveals spatial patterns of grey matter alteration in multiple sclerosis

Despite robust postmortem evidence and potential clinical importance of gray matter (GM) pathology in multiple sclerosis (MS), assessing GM damage by conventional magnetic resonance imaging (MRI) remains challenging. This prospective cross‐sectional study aimed at characterizing the topography of GM microstructural and volumetric alteration in MS using, in addition to brain atrophy measures, three quantitative MRI (qMRI) parameters—magnetization transfer (MT) saturation, longitudinal (R1), and effective transverse (R2*) relaxation rates, derived from data acquired during a single scanning session. Our study involved 35 MS patients (14 relapsing–remitting MS; 21 primary or secondary progressive MS) and 36 age‐matched healthy controls (HC). The qMRI maps were computed and segmented in different tissue classes. Voxel‐based quantification (VBQ) and voxel‐based morphometry (VBM) statistical analyses were carried out using multiple linear regression models. In MS patients compared with HC, three configurations of GM microstructural/volumetric alterations were identified. (a) Co‐localization of GM atrophy with significant reduction of MT, R1, and/or R2*, usually observed in primary cortices. (b) Microstructural modifications without significant GM loss: hippocampus and paralimbic cortices, showing reduced MT and/or R1 values without significant atrophy. (c) Atrophy without significant change in microstructure, identified in deep GM nuclei. In conclusion, this quantitative multiparametric voxel‐based approach reveals three different spatially‐segregated combinations of GM microstructural/volumetric alterations in MS that might be associated with different neuropathology.     

Absence of diffuse cervical cord tissue damage in early, non-disabling relapsing-remitting MS: a preliminary study

BACKGROUND: Magnetization transfer (MT) magnetic resonance imaging (MRI) can provide quantitative information about the severity of tissue damage in the cervical cord of patients with multiple sclerosis (MS). MT MRI-derived measures of cord damage are correlated with the severity of disease-related locomotor disability. OBJECTIVES: The objective of this study was to investigate whether MT MRI-detectable cervical cord damage is present in early relapsing-remitting (RR) MS. SUBJECTS AND METHODS: We studied 23 patients with 'early' RR MS (i.e., with a disease duration shorter than 5 years) and 10 age-matched healthy control subjects. During a single session, the following sequences were acquired using a 1.5 T scanner: (a) brain dual-echo turbo spin echo; (b) cervical cord fast short-tau inversion recovery; (c) cervical cord gradient echo, without and with MT pulse. Brain T2 lesion volume was measured. Cervical cord lesions were counted and normalized histograms of cord MT ratio (MTR) were produced. RESULTS: One or more cervical cord lesions were found in nine patients (39%). The average cord MTR and the mean histogram peak height values did not differ between patients and controls. There was no significant correlation between brain T2 lesion volume and cervical cord MTR histogram-derived metrics. CONCLUSIONS: Cervical cord tissue damage seems to be limited to macroscopic lesions in patients with early, non-disabling RR MS. Longitudinal studies are warranted to define the dynamics of MS-related cord damage accumulation over time later on in the course of the disease.     

The use of multiparametric quantitative magnetic resonance imaging for evaluating visually assigned lesion groups in patients with multiple sclerosis

In multiple sclerosis (MS), inflammatory lesions present a broad spectrum of histopathologic processes. For a better discrimination, lesions are visually defined into different lesion groups according to their appearance on conventional magnetic resonance imaging (MRI). The aim of this study was to investigate the properties of different MS lesion groups using multiparametric quantitative MRI. 35 patients diagnosed with relapsing–remitting MS received 3 Tesla MRI including magnetization-prepared 2 rapid acquisition gradient echo, diffusion tensor imaging and magnetization transfer imaging. Lesion segmentation was performed for T2 lesions, black holes and contrast-enhancing lesions. A subtraction mask was created including only T2 lesions that did not correspond to a black hole or contrast-enhancing lesion. T1 relaxation time (T1-RT), magnetization transfer ratio (MTR), mean diffusivity (MD) and fractional anisotropy (FA) were determined for every lesion and in normal-appearing white matter. Only MD differed significantly between all lesion groups and NAWM (p < 0.05), while FA differed between all lesion groups but not NAWM. T1-RT and MTR were not useful imaging biomarkers to distinguish between lesion groups. A lack of sensitivity and specificity and unproportional alterations of quantitative MRI measures, due to heterogenous histopathologic processes within lesions, may be a possible explanation for missing discrimination. Thus, not only interpretation of visually defined MS lesion but also interpretation of quantitative MRI measures remains challenging and should be conducted carefully.     

The role of non-conventional MR techniques to study multiple sclerosis patients

Conventional magnetic resonance imaging (MRI) lacks pathological specificity to the heterogeneous substrates of multiple sclerosis (MS) lesions and is not able to detect subtle, disease-related changes in the normal-appearing white matter (NAWM). As a consequence, the correlation between MRI findings and the long-term evolution of MS is moderate at best. To overcome the limitations of conventional MRI, new quantitative magnetic resonance (MR) techniques, such as cell-specific imaging, magnetization transfer imaging (MTI), proton magnetic resonance spectroscopy (MRS), diffusion-weighted imaging (DWI) and functional MR imaging (fMRI) have all been recently applied to the study of MS. These techniques should provide more accurate and pathologically specific estimates of the MS lesion burden than conventional MR and should improve our understanding of the mechanisms leading to MS-related irreversible disability.     

非典型弥漫性轴索损伤的磁共振诊断：液体衰减反转恢复序列和氢质子磁共振波谱较常规MRI更有价值？

目的 探讨磁共振特殊技术,液体衰减反转恢复序列（Fluid Attenuated Inversion Recovery, FLAIR）和氢质子MR波谱（1H-MR spectroscopy,1HMRS）在非典型弥漫性轴索损伤（diffuse axonal injury,DAI）临床诊断上的价值。 方法 搜集我科2002年10月至2008年1月收治的58例符合本研究纳入标准的颅脑外伤病例,根据诊断标准将全部病例分为DAI组和非典型DAI组,进行FLAIR和1HMRS检查,再随机选择20名健康成年人作为对照组。观察FLAIR对DAI组及非典型DAI组病例的诊断能力;利用1HMRS比较DAI组和非典型DAI组胼胝体膝部、压部和基底节N-乙酰天门冬氨酸/肌酸和磷酸肌酸（NAA/Cr）、胆碱复合物/肌酸和磷酸肌酸（Cho/Cr）、肌醇/肌酸和磷酸肌酸（mINs/Cr）以及谷氨酸和谷氨酰胺/肌酸和磷酸肌酸（Glx/Cr）等指标的差异。 结果 较之常规MRI,FLAIR对轴索病灶的发现能力明显提高,非典型DAI组的病灶分布及形态和DAI组类似,两者不同在于非典型DAI组分布于间脑以下水平的病灶明显少于DAI组。DAI组、非典型DAI组和对照组的NAA/Cr与Cho/Cr在胼胝体膝部、压部和基底节部位均具有显著差异,mINs/Cr和 Glx/Cr在胼胝体膝部和压部有显著差异;和对照组及非典型DAI组相比,DAI组于胼胝体膝部、压部和基底节有NAA/Cr降低和Cho/Cr升高,于胼胝体膝部和压部有mINs/Cr和 Glx/Cr升高;和对照组相比,非典型DAI组于胼胝体膝部和压部有NAA/Cr降低和Cho/Cr升高,于胼胝体膝部有mINs/Cr升高,但变化程度均比DAI组低。结论 非典型DAI组不仅有和DAI组类似的病灶分布和形态,还在胼胝体部位有与DAI组类似的伤后生化代谢改变,区别在于损伤波及范围和严重程度的不同。笔者认为,DAI不仅是重型脑伤的一种,它也存在于轻中型脑伤中,磁共振特殊技术在非典型DAI诊断上有很大价值。     

MRI quantification of gray and white matter damage in patients with early–onset multiple sclerosis

Background and objective Contrary to what happens in adult–onset multiple sclerosis (MS), in a previous preliminary magnetic resonance imaging (MRI) study we showed only subtle normal–appearing brain tissue changes in patients with earlyonset MS. Our objective was to evaluate the presence and extent of tissue damage in the brain normalappearing white matter (NAWM) and gray matter (GM) from a larger population of patients with earlyonset MS. Methods Using diffusion tensor (DT) and magnetization transfer (MT) MRI, we obtained DT and MT ratio (MTR) maps of the NAWM and GM from 23 patients with early–onset MS and 16 sex– and age–matched healthy volunteers. Results Compared with healthy volunteers, patients with early–onset MS had significantly increased average MD (p = 0.02) and FA peak height (p = 0.007) and decreased average FA (p <0.0001) of the NAWM.Brain dual–echo lesion load was significantly correlated with average FA (r = –0.48, p = 0.02) and with FA peak height (r = 0.45, p = 0.03) of the NAWM. No MTR and diffusion changes were detected in the GM. Conclusions This study confirms the paucity of the ‘occult’ brain tissue damage in patients with earlyonset MS. It also suggests that in these patients GM is spared by the disease process and that NAWM changes are likely to be secondary to Wallerian degeneration of fibers passing through macroscopic lesions.     

Guidelines for the use of magnetic resonance techniques in monitoring the treatment of multiple sclerosis

Because of the major difficulties in measuring clinical end points in multiple sclerosis (MS) treatment trials, there has been much enthusiasm for using magnetic resonance imaging (MRI) findings as an alternative outcome. To provide international consensus guidelines for the use of MRI in MS clinical trials, a task force of the US National MS Society was convened. The recommendations of the task force are presented in this review. Given the high sensitivity for detecting pathological activity in relapsing-remitting and secondary progressive MS, monthly T2-weighted and gadoliniumenhanced brain MRI is an excellent tool for short-term exploratory trials of new agents where it serves as the primary end point; in particular, failure to demonstrate a reduction in lesion activity avoids the time, cost, and risks of a larger clinical end point study. However, conventional MRI findings have a limited correlation with disability in established MS. The primary end point of a definitive trial should therefore be clinical, although serial MRI at 6- to 12-month intervals is a useful secondary end point in providing an index of pathological progression. In trials of patients presenting with clinically isolated syndromes suggestive of MS, MRI findings can be used in the entry criteria, and as a secondary outcome measure, but conversion to clinically definite MS should be the primary outcome. The pathological substrates of irreversible disability are demyelination and axonal loss. Putative magnetic resonance markers for these processes include decreased N-acetylaspartate on proton magnetic resonance spectroscopy, decreased magnetization transfer ratios, hypointensity on T1-weighted images, and loss of short T2 water fractions, some of which relate more closely to disability than conventional MRI findings. Further technical developments should lead to more accurate quantitation, greater pathological specificity, and stronger clinical correlations.     

Correlation between brain MRI lesion volume and disability in patients with multiple sclerosis

In this study we evaluated the relationships between clinical variables and lesion volumes measured from magnetic resonance imaging (MRI) scans in a large cohort of multiple sclerosis (MS) patients. One hundred and thirty patients with MS entered the study: 36 patients had relapsing-remitting (RR), 39 benign (B), 42 secondary progressive (SP) and 13 primary progressive (PP) courses. There was a significant correlation (r=0.3; p=0.0006) between the total lesion load and the EDSS score when the whole cohort of patients was considered. This correlation increased (r=0.5) when only patients with RRMS and SPMS were considered. Our data indicate that a correlation between disability and MRI lesion volume in MS exists, but its strength is moderate.     

The past,present and future of imaging in multiple sclerosis

Despite technological advances in imaging, multiple sclerosis (MS) remains a clinical diagnosis that is supported, but not replaced, by laboratory or imaging findings. However, imaging is essential in the current diagnostic criteria of MS, for prediction of the likelihood of MS for patients with clinically isolated syndromes, correlation with lesion pathology and assessment of treatment outcome.This article gives an overview of imaging in MS with particular emphasis on the role of MRI in various diagnostic imaging criteria. Novel imaging for MS using 3 Tesla field strengths, magnetization transfer imaging, diffusion tensor imaging, magnetic resonance spectroscopy and cell-specific contrast will be reviewed.     

A multiparametric MRI study of frontal lobe dementia in multiple sclerosis

Previous studies achieved conflicting results when correlating magnetic resonance imaging (MRI) abnormalities and cognitive impairment in multiple sclerosis (MS) patients. Recently, the estimation of MS lesion load on T1-weighted images and the analysis of magnetization transfer ratio (MTR) histograms, increased the degree of the correlation between physical disability and MRI findings in MS. We assessed the relationship of conventional and non-conventional MRI-derived measures with frontal lobe dementia in MS. Dual echo, T1-weighted and MT MRI scans of the brain were obtained in 11 MS patients with and in 11 without frontal lobe dementia, matched for age, sex, education and disability. Total (TLL) and frontal (FLL) lesion loads were assessed from T2- and T1-weighted scans. MTR histogram analysis was performed for the whole brain, the frontal lobe and the cerebellum. Median TLL and FLL were significantly higher in cognitively impaired patients on both T2- and T1-weighted scans. The MRI measure that better discriminated the two groups of patients was T1-weighted TLL (median values were 19.1 ml for demented and 1.9 ml for non-demented patients, P=0.006). Average MTR, peak height and location of overall brain and frontal lobe histograms were significantly lower for cognitively impaired than for cognitively intact patients (P values ranged from 0.0001 to 0.001). Cerebellar MTR histogram metrics did not significantly differ in patients with and without cognitive decline. The presence of cognitive decline in MS is associated with the extent and pathological severity of brain MRI abnormalities.     

HLA‐DR2 and White Matter Lesion Distribution in MS

Human leukocyte antigen DR2 (HLA‐DR2) is a well‐established genetic risk factor for multiple sclerosis (MS). However, it is still unknown whether this factor is associated with a specific disease phenotype, and in particular, to a regional distribution of white matter (WM) lesion phenotype on magnetic resonance imaging (MRI). On a voxel‐by‐voxel basis, we analyzed the T1 and T2 MRI‐derived lesion maps of 50 patients with MS in order to determine the possible influence of HLA‐DR2 genotype on the lesional MRI pattern at early stages of the disease. HLA‐DR2 was present in 15 (30%) patients of our cohort. They displayed similar WM lesion distribution as the subjects without this factor. Thus, lesion distribution in MS seems to be independent of the DR2 genotype.     

MRI correlates of cognitive dysfunction in multiple sclerosis patients

Studies with conventional magnetic resonance imaging (MRI) support the hypothesis that cognitive impairment in multiple sclerosis (MS) patients is related with the lesion burden. Patterns of frontal lobe cognitive decline were also found to be related with the corresponding regional lesion load, although the total lesion load on T2-weighted MRI scans of the brain seems to be more relevant in determining frontal lobe deficits. Other non-conventional MRI techniques with a higher specificity to the heterogeneous substrates of MS pathology, such as the assessment of hypointense lesion load on T1-weighted scans and the histogram analysis of magnetisation transfer ratio (MTR) maps, have recently been applied to MS cognitive studies. Results from these studies suggest that three factors play a role in the pathogenesis of MS dementia: the burden of MS lesions, the severity of the pathological damage within individual lesions and that of the normal-appearing white matter.     

Monthly brain magnetic resonance imaging scans in patients with clinically isolated syndrome

We investigated if monthly gadolinium (Gd)-enhanced magnetic resonance imaging (MRI) can assist the clinician in anticipating the diagnosis of multiple sclerosis (MS) in the very first few months following a clinically isolated syndrome (CIS). A consecutive series of CIS patients with > or = 3 T2-weighted (T2W) hyperintense brain MRI lesions suggestive of MS were followed up for the first six consecutive months after enrollment with monthly triple-dose Gd-enhanced brain MRI scan. MRI conversion to MS was defined by the presence of either > or = 1 new Gd-enhancing lesion or > or = 1 new T2W lesions in the subsequent MRI scan. Sixty patients were included. Of them, 30 (50%) had at least one Gd-enhancing lesion on the baseline MRI scan. After three months, MRI conversion to MS was observed in 80% and 62% of patients based on the appearance of > or = 1 new T2 lesion and > or = 1 new Gd-enhancing lesions, respectively. The presence of > or = 1 new T2W lesion was observed in 90% and 82% of patients who had, at baseline, a Gd-positive MRI scan and dissemination in space based on the new McDonald's criteria, respectively The rate of MRI conversion remained almost stable in the last two MRI scans. Our study suggests that the majority of CIS patients with an abnormal baseline scan showed an MRI conversion to MS after three months. The model of six months as the optimal interval for repeating MRI exam is not supported by the present data.     

Clinical and MRI assessment of brain damage in MS

. Cognitive impairment in multiple sclerosis (MS), generally in the form of the so-called subcortical dementia, results predominantly by the disruption of communication among cortical and subcortical areas, consequent to white matter damage. Studies with conventional magnetic resonance imaging (MRI) demonstrated that cognitive impairment in MS patients is related to lesion burden, although the strength of this correlation is weak. This can be partially explained by the poor pathological specificity of conventional MRI techniques and by damage in the normal-appearing white matter (NAWM). This interpretation is supported by studies using non-conventional MRI techniques, more specific to the heterogeneous substrates of MS pathology, such as the assessment of hypointense lesion load on T1-weighted scans and the measurement of the magnetization transfer ratio (MTR) of whole brain, MS lesions and NAWM. Other factors, such as the site of MS lesions and the presence of active inflammation, also seem to play an important role.