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The MITOS system predicts long-term survival in amyotrophic lateral sclerosis
- Publication Year :
- 2015
-
Abstract
- ObjectiveThe choice of adequate proxy for long-term survival, the ultimate outcome in randomised clinical trials (RCT) assessing disease-modifying treatments for amyotrophic lateral sclerosis (ALS), is a key issue. The intrinsic limitations of the ALS Functional Rating Scale-Revised (ALSFRS-R), including non-linearity, multidimensionality and floor-effect, have emerged and its usefulness argued. The ALS Milano-Torino staging (ALS-MITOS) system was proposed as a novel tool to measure the progression of ALS and overcome these limitations. This study was performed to validate the ALS-MITOS as a 6-month proxy of survival in 200 ALS patients followed up to 18 months.MethodsAnalyses were performed on data from the recombinant human erythropoietin RCT that failed to demonstrate differences between groups for both primary and secondary outcomes. The ALS-MITOS system is composed of four key domains included in the ALSFRS-R scale (walking/self-care, swallowing, communicating and breathing), each with a threshold reflecting the loss of function in the specific ALSFRS-R subscores. Sensitivity, specificity and the area under the curve of the receiver operating characteristic curves of the ALS-MITOS system stages and ALSFRS-R decline at 6 months were calculated and compared with the primary outcome (survival, tracheotomy or >23-hour non-invasive ventilation) at 12 and 18 months Predicted probabilities of the ALS-MITO system at 6 months for any event at 12 and 18 months were computed through logistic regression models.ResultsDisease progression from baseline to 6 months as defined by the ALS-MITOS system predicted death, tracheotomy or >23-hour non-invasive ventilation at 12 months with 82% sensitivity (95% CI 71% to 93%, n=37/45) and 63% specificity (95% CI 55% to 71%, n=92/146), and at 18 months with 71% sensitivity (95% CI 61% to 82%, n=50/70) and 68% specificity (95% CI 60% to 77%, n=76/111). The analysis of ALS-MITOS and ALSFRS-R progression at 6-month follow-up showed that the best cut-off to predict survival at 12 and 18 months was 1 for the ALS-MITOS (ie, loss of at least one function) and a decline ranging from 6 to 9 points for the ALSFRS-R.ConclusionsThe ALS-MITOS system can reliably predict the course of ALS up to 18 months and can be considered a novel and valid outcome measure in RCTs.
- Subjects :
- Male
Predictive Value of Test
Walking
Logistic regression
ALS
MOTOR NEURON DISEASE
NEUROMUSCULAR
RANDOMISED TRIALS
Adult
Aged
Amyotrophic Lateral Sclerosis
Communication
Deglutition
Disability Evaluation
Disease Progression
Double-Blind Method
Female
Humans
Middle Aged
Noninvasive Ventilation
Predictive Value of Tests
ROC Curve
Respiration
Self Care
Survival Analysis
Neurology (clinical)
Psychiatry and Mental Health
Surgery
Arts and Humanities (miscellaneous)
Medicine (all)
law.invention
ALS, long-term survival, ALSFRS-R
Randomized controlled trial
law
Amyotrophic lateral sclerosis
Area under the curve
als, motor neuron disease, neuromuscular, randomised trials
Predictive value of tests
Settore MED/26 - Neurologia
Survival Analysi
Human
medicine.medical_specialty
NO
Swallowing
Internal medicine
medicine
Survival analysis
Receiver operating characteristic
business.industry
als
motor neuron disease
neuromuscular
randomised trials
adult
aged
amyotrophic lateral sclerosis
communication
deglutition
disability evaluation
disease progression
double-blind method
female
humans
male
middle aged
noninvasive ventilation
predictive value of tests
roc curve
respiration
self care
survival analysis
walking
neurology clinical
psychiatry and mental health
surgery
arts and humanities
medicine.disease
business
Amyotrophic Lateral Sclerosi
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....629ff6f4cb3fb4734ae1890ec75963a9