Regression to the mean and predictors of MRI disease activity in RRMS placebo cohorts--is there a place for baseline-to-treatment studies in MS?

PLoS One. 2015 Feb 6;10(2):e0116559. doi: 10.1371/journal.pone.0116559. eCollection 2015.

Abstract

Background: Gadolinium-enhancing (GD+) lesions and T2 lesions are MRI outcomes for phase-2 treatment trials in relapsing-remitting Multiple Sclerosis (RRMS). Little is known about predictors of lesion development and regression-to-the-mean, which is an important aspect in early baseline-to-treatment trials.

Objectives: To quantify regression-to-the-mean and identify predictors of MRI lesion development in placebo cohorts.

Methods: 21 Phase-2 and Phase-3 trials were identified by a systematic literature research. Random-effects meta-analyses were performed to estimate development of T2 and GD+ after 6 months (phase-2) or 2 years (phase-3). Predictors of lesion development were evaluated with mixed-effect meta-regression.

Results: The mean number of GD+-lesions per scan was similar after 6 months (1.19, 95%CI: 0.87-1.51) and 2 years (1.19, 95%CI: 1.00-1.39). 39% of the patients were without new T2-lesion after 6 month and 19% after 2 years (95%CI: 12-25%). Mean number of baseline GD+-lesions was the best predictor for new lesions after 6 months.

Conclusion: Baseline GD-enhancing lesions predict evolution of Gd- and T2 lesions after 6 months and might be used to control for regression to the mean effects. Overall, proof-of-concept studies with a baseline to treatment design have to face a regression to 1.2 GD+lesions per scan within 6 months.

Publication types

  • Meta-Analysis
  • Research Support, Non-U.S. Gov't
  • Review

MeSH terms

  • Clinical Trials, Phase II as Topic
  • Clinical Trials, Phase III as Topic
  • Contrast Media / therapeutic use*
  • Female
  • Gadolinium / therapeutic use*
  • Humans
  • Magnetic Resonance Imaging / methods*
  • Male
  • Multiple Sclerosis / diagnostic imaging*
  • Multiple Sclerosis / therapy*
  • Radiography
  • Randomized Controlled Trials as Topic

Substances

  • Contrast Media
  • Gadolinium

Grants and funding

The work was funded by the NEU2 consortium, which is supported by the Federal Ministry of Education and Research (BMBF) (Fo0315610-0315620). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.