Correlates of long-term clinical outcomes in pediatric multiple sclerosis: A 12-year study

Monica Margoni1, Alessandro Meani2, Elisabetta Pagani2

  • 1Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy; Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy; Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.

Multiple Sclerosis (Houndmills, Basingstoke, England)
|January 27, 2026
PubMed

Insights

Advanced MRI markers and high-efficacy treatment exposure are linked to long-term outcomes in pediatric multiple sclerosis (Ped-MS) patients. These findings can help guide treatment decisions for children with MS.

Area of Science:

  • Neuroimmunology
  • Pediatric Neurology
  • Radiology

Background:

  • Understanding long-term outcomes in pediatric multiple sclerosis (Ped-MS) is crucial for effective treatment selection.
  • This study investigated clinical and magnetic resonance imaging (MRI) correlates of disease progression over an extended follow-up period.

Purpose of the Study:

  • To identify clinical and advanced MRI markers associated with long-term outcomes in pediatric multiple sclerosis.
  • To explore the relationship between baseline imaging findings, treatment exposure, and disease course in Ped-MS patients.

Main Methods:

  • Fifty-two Ped-MS patients and 23 healthy controls underwent baseline 3.0T MRI scans.
  • Neurological evaluations were conducted every six months.
  • MRI metrics included lesion burden, brain and choroid plexus volumes, and fractional anisotropy (FA) in normal-appearing white matter (NAWM). Multivariable regression models were used to analyze long-term outcome correlates.

Main Results:

  • Long-term follow-up revealed relapse rates of 69%, 6-month confirmed disability worsening (6m-CDW) in 21%, and EDSS worsening in 35% of Ped-MS patients.
  • Infratentorial and spinal cord lesion presence, along with thalamic volume, were associated with time to first relapse. High-efficacy treatment (HET) exposure was linked to a longer time to relapse.
  • White matter lesion volume and HET exposure influenced overall relapse risk. Younger age and NAWM FA were associated with earlier 6m-CDW, with NAWM FA also correlating with EDSS worsening.

Conclusions:

  • Advanced MRI markers, including lesion burden and white matter integrity, are significant predictors of long-term outcomes in pediatric multiple sclerosis.
  • High-efficacy treatment exposure is associated with a reduced risk of relapse and disability worsening.
  • These findings underscore the importance of early and aggressive treatment strategies informed by comprehensive MRI assessments in managing Ped-MS.
Abstract

Related Concept Videos

Correlations02:20

Correlations

Correlation means that there is a relationship between two or more variables (such as ice cream consumption and crime), but this relationship does not necessarily imply cause and effect. When two variables are correlated, it simply means that as one variable changes, so does the other. We can measure correlation by calculating a statistic known as a correlation coefficient. A correlation coefficient is a number from -1 to +1 that indicates the strength and direction of the relationship between...
35.8K
Correlation and Causation01:27

Correlation and Causation

Statistical tests can calculate whether there is a relationship, or correlation, between independent and dependent variables. An indirect relationship of the variables signifies a correlation, while a direct relationship shows causation. If it is determined that no connection exists between the variables, then the correlation is a coincidence.
Correlation versus Causation
If the dependent variable increases or decreases when the independent variable increases, there is a positive or negative...
42.4K
Bioavailability Study Design: Single Versus Multiple Dose Studies01:11

Bioavailability Study Design: Single Versus Multiple Dose Studies

Bioavailability studies are essential for understanding how a drug is absorbed, distributed, metabolized, and excreted in the body. These studies assess the extent and rate at which the active pharmaceutical agent becomes available at the site of action. The design of bioavailability studies can involve single-dose or multiple-dose regimens, each with distinct advantages and limitations.Single-dose studies are the preferred approach due to their simplicity and reduced drug exposure for...
227
Correlation01:09

Correlation

In statistics, two variables are said to be correlated if the values of one variable are associated with the other variable. Depending on the relationship between two variables, correlation can be of three types– positive correlation, negative correlation, and zero correlation.
Two variables, for example, a and b, are said to be positively correlated if both variables move in the same direction. In other words, a positive correlation exists between two variables, a and b, if:
15.1K
Predicting Reaction Outcomes02:24

Predicting Reaction Outcomes

Kinetics describes the rate and path by which a reaction occurs. In contrast, thermodynamics deals with state functions and describes the properties, behavior, and components of a system. It is not concerned with the path taken by the process and cannot address the rate at which a reaction occurs. Although it does provide information about what can happen during a reaction process, it does not describe the detailed steps of what appears on an atomic or a molecular level. On the other hand,...
10.8K
Outcomes of Glycolysis01:13

Outcomes of Glycolysis

Nearly all the energy used by cells comes from the bonds that make up complex organic compounds. These organic compounds are broken down into simpler molecules, such as glucose. As a result, cells extract energy from glucose over many chemical reactions—a process called cellular respiration.
Cellular respiration can occur aerobically (with oxygen) or anaerobically (without oxygen). In the presence of oxygen, cellular respiration starts with glycolysis and continues with pyruvate...
107.1K