Exploring the predictive value of the evoked potentials score in MS within an appropriate patient population: a hint for an early identification of benign MS?
Margaritella et al. BMC Neurology 2012, 12:80
http://www.biomedcentral.com/1471-2377/12/80
RESEARCH ARTICLE
Open Access
Exploring the predictive value of the evoked
potentials score in MS within an appropriate
patient population: a hint for an early
identification of benign MS?
Nicolò Margaritella1, Laura Mendozzi2, Massimo Garegnani1, Raffaello Nemni3, Elena Colicino4,
Elisabetta Gilardi1 and Luigi Pugnetti1*
Abstract
Background: The prognostic value of evoked potentials (EPs) in multiple sclerosis (MS) has not been fully
established. The correlations between the Expanded Disability Status Scale (EDSS) at First Neurological Evaluation
(FNE) and the duration of the disease, as well as between EDSS and EPs, have influenced the outcome of most
previous studies. To overcome this confounding relations, we propose to test the prognostic value of EPs within an
appropriate patient population which should be based on patients with low EDSS at FNE and short disease
duration.
Methods: We retrospectively selected a sample of 143 early relapsing remitting MS (RRMS) patients with an
EDSS < 3.5 from a larger database spanning 20 years. By means of bivariate logistic regressions, the best predictors
of worsening were selected among several demographic and clinical variables. The best multivariate logistic model
was statistically validated and prospectively applied to 50 patients examined during 2009–2011.
Results: The Evoked Potentials score (EP score) and the Time to EDSS 2.0 (TT2) were the best predictors of
worsening in our sample (Odds Ratio 1.10 and 0.82 respectively, p=0.001). Low EP score (below 15–20 points), short
TT2 (lower than 3–5 years) and their interaction resulted to be the most useful for the identification of worsening
patterns. Moreover, in patients with an EP score at FNE below 6 points and a TT2 greater than 3 years the
probability of worsening was 10% after 4–5 years and rapidly decreased thereafter.
Conclusions: In an appropriate population of early RRMS patients, the EP score at FNE is a good predictor of
disability at low values as well as in combination with a rapid buildup of disability. Interestingly, an EP score at FNE
under the median together with a clinical stability lasting more than 3 years turned out to be a protective pattern.
This finding may contribute to an early identification of benign patients, well before the term required to diagnose
Benign MS (BMS).
Keywords: Multiple Sclerosis, EP score, Disability prediction, Multivariate analysis, ROC analysis, Benign MS,
Evoked potentials
* Correspondence:
1
Laboratory of Clinical Neurophysiology, Scientific Institute (IRCCS) S. Maria
Nascente, don C. Gnocchi Foundation, Via Capecelatro 66, Milan 20148, Italy
Full list of author information is available at the end of the article
© 2012 Margaritella et al.; licensee BioMed Central Ltd. This is an Open Access article distributed under the terms of the
Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use,
distribution, and reproduction in any medium, provided the original work is properly cited.
Margaritella et al. BMC Neurology 2012, 12:80
http://www.biomedcentral.com/1471-2377/12/80
Background
In the neuroimaging era the role of evoked potentials as
diagnostic tools has been greatly diminished. This led
many authors to explore how Evoked Potentials (EPs)
could still be useful as predictors of clinical disability in
multiple sclerosis (MS) [1-11]. Part of the recent literature addressed this problem from a multivariate parametric perspective by looking at the absolute latencies of
multimodal EPs [6,7,10,11], whereas in another group of
studies individual EPs measures were first transformed
into an ordinal summary score (the EP score) [2-5,8,9].
Given that different EP scores as well as different statistical approaches have been proposed, it is perhaps not
surprising that a general consensus over both methodology and results is still to be found. A question strictly
confined to the choice of the best EP score or the best
statistical model is for whom the prediction is most appropriate. Some studies have assessed the predictive
value of the EP score by selecting patients with long disease duration and a moderate to severe clinical disability
at First Neurological Evaluation (FNE) [2,3,5], while
others have enrolled patients with short disease duration
and low clinical disability at FNE [2,4]. The definition of
the appropriate patient population is decisive for the relation between clinical and subclinical variables, e.g. high
values of EP score are more likely to be correlated with
high values of EDSS, thus the prediction of disability
could be automatically improved in a patient population
with a large percentage of secondary progressive MS
courses; however, the clinical utility of this choice is
questionable because the interest in predicting worsening in patients who are already significantly impaired is
low.
Our aim was to evaluate the predictive value of the EP
score first by determining how an appropriate patient
population should be defined, and then by assessing the
performance of the EP score in a multivariate logistic regression analysis. As the EP score summarizes the quantitative information of different EP modalities, it is an
optimal tool to evaluate the overall subclinical impairment of MS patients. By analyzing its performance
within an appropriate patient population it should be
possible to better evaluate the unbiased ability of this
score to predict worsening in MS. In particular, the identification of a group with a low risk of worsening may
contribute to an early identification of putative benign
MS patients [12].
Methods
Patients
A total of 143 MS patients, who were referred to our
centre (Scientific Institute S. Maria Nascente, don Gnocchi Foundation, Milan, Italy) during the period 1989–
2009 for clinical, neuroimaging and neurophysiological
Page 2 of 11
assessments, were retrospectively selected from our clinical database. Inclusion criteria for this study were: (1) a
diagnosis of Relapsing Remitting MS (RRMS) using
Poser [13] and McDonald criteria [14]; (2) at least one
complete EPs evaluation performed at FNE (F_EP score)
including Visual (VEP 30’ and 15’), auditory (BAER) and
somatosensory (SEP lower limbs LL and upper limbs
UL) evoked potentials; (3) EDSS at FNE (F_EDSS) lower
than 3.5 points assessed by the same trained neurologist
using the pre-neurostatus version; (4) at least 2 EDSS
follow-ups before the last assessment (5) last EDSS
(L_EDSS) and last EPs (L_EP score) assessments for all
patients during 2008–2009. Additionally, it has been
possible to measure the time between FNE and EDSS
2.0 (TT2) in 65% of the patient population with F_EDSS
below 2.0. Thirty-one patients were defined as benign
MS according to the last accepted criteria, i.e. EDSS ≤
2.0 for at least 10 years [12].
At FNE, 10 patients (7%) were receiving immunomodulatory treatments an (...truncated)