Resting state fMRI and graph theory for the automatic classification of relapsing remitting Multiple Sclerosis with different disease duration

Author(s):  
Gloria Castellazzi
Neurology ◽  
1992 ◽  
Vol 42 (1) ◽  
pp. 60-60 ◽  
Author(s):  
A. J. Thompson ◽  
D. Miller ◽  
B. Youl ◽  
D. MacManus ◽  
S. Moore ◽  
...  

2002 ◽  
Vol 8 (1) ◽  
pp. 10-14 ◽  
Author(s):  
C Liu ◽  
L D Blumhardt

The treatment effects of recent immunomodulatory therapies on disease progression in relapsing-remitting multiple sclerosis (MS) have been mostly established from ‘confirmed progression’ endpoints. However, the reliability of this outcome measure is poor and a significant proportion of patients may be erroneously classified. We previously proposed the area under disability/time curves to quantify in-trial disability changes, but although these have advantages, they lack information on the direction of change. We have therefore performed disease trend analyses and categorical classifications using serial Expanded Disability Status Scale (EDSS) scores from the 533 complete datasets in a double-blind, randomized, placebo-controlled, phase III trial of subcutaneous interferon β-1a (IFNβ-1a) (PRISMS study). We found significant treatment benefits for IFNβ-1a on in-trial disability course (P=0.002). Therapeutic advantages remained when relapse-related assessments were excluded (P=0.018). Post hoc analyses demonstrated that IFNβ-1a was mainly effective in both increasing the proportion of patients with a ‘stable’ course and reducing those with prolonged, disabling deteriorations. Baseline disease duration and EDSS levels, but not MRI lesion load, predicted the subsequent disability trends. Mean ‘numbers needed to treat’ (NNTs) to obtain preferred disability courses were reduced in patients with shorter disease duration. These results have important implications for the targeting of immunomodulatory therapies in MS.


2000 ◽  
Vol 6 (5) ◽  
pp. 332-337 ◽  
Author(s):  
T L Luks ◽  
D E Goodkin ◽  
S J Nelson ◽  
S Majumdar ◽  
P Bacchetti ◽  
...  

The specific aim of this study was to determine whether progressive brain atrophy could be detected within 18 months of establishing a diagnosis of relapsing-remitting multiple sclerosis (RRMS). Fifteen patients with clinically definite RRMS (mean disease duration from first symptom=6 months, mean EDSS=1.2) completed 6-14 monthly quantitative MRI sessions. The volume of the lateral ventricles was determined each month using a semi-automated thresholding technique from T1-weighted axial images. The number of new monthly gadolinium-enhancing (Gd+) lesions and EDSS scores were also recorded. Lateral ventricular volumes increased significantly during this study. When individual data were examined, statistically significant changes were observed in six of 15 patients. Monthly change in ventricular volume was related to baseline EDSS and total number of new Gd+ lesions. These observations indicate brain atrophy, a putative imaging marker of diffuse demyelination and axonal loss, can occur as early as 18 months after first symptons of RRMS, and is related to the baseline level of disability and to the number of new Gd+ lesions.


2002 ◽  
Vol 8 (1_suppl) ◽  
pp. 10-14 ◽  
Author(s):  
C. Liu ◽  
LD Blumhardt

The treatment effects of recent immunomodulatory therapies on disease progression in relapsing-remitting multiple sclerosis (MS) have been mostly established from 'confirmed progression' endpoints. However, the reliability of this outcome measure is poor and a significant proportion of patients may be erroneously classified. We previously proposed the area under disability/time curves to quantify in-trial disability changes, but although these have advantages, they lack information on the direction of change. We have therefore performed disease trend analyses and categorical classifications using serial Expanded Disability Status Scale (EDSS) scores from the 533 complete datasets in a double-blind, randomized, placebo-controlled, phase III trial of subcutaneous interferon β-1a (IFNβ-1a) (PRISMS study). We found significant treatment benefits for IFNβ-1a on in-trial disability course (P=0.002). Therapeutic advantages remained when relapse-related assessments were excluded (P=0.018). Post hoc analyses demonstrated that IFNβ-la was mainly effective in both increasing the proportion of patients with a 'stable' course and reducing those with prolonged, disabling deteriorations. Baseline disease duration and EDSS levels, but not MRI lesion load, predicted the subsequent disability trends. Mean 'numbers needed to treat' (NNTs) to obtain preferred disability courses were reduced in patients with shorter disease duration. These results have important implications for the targeting of immunomodulatory therapies in MS. Multiple Sclerosis (2002) 8, 10-14


Sign in / Sign up

Export Citation Format

Share Document