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Clinical Trial
. 2013;8(1):e53996.
doi: 10.1371/journal.pone.0053996. Epub 2013 Jan 8.

Environmental factors associated with disease progression after the first demyelinating event: results from the multi-center SET study

Affiliations
Clinical Trial

Environmental factors associated with disease progression after the first demyelinating event: results from the multi-center SET study

Dana Horakova et al. PLoS One. 2013.

Abstract

Objectives: To investigate the associations of environmental MS risk factors with clinical and MRI measures of progression in high-risk clinically isolated syndromes (CIS) after the first demyelinating event.

Methods: We analyzed 211 CIS patients (age: 28.9±7.8 years) enrolled in the SET study, a multi-center study of high-risk CIS patients. Pre-treatment samples were analyzed for IgG antibodies against cytomegalovirus (anti-CMV), Epstein Barr virus (EBV) early nuclear antigen-1 (EBNA-1), viral capsid antigen (VCA), early antigen-diffuse (EA-D), 25 hydroxy-vitamin D3 and cotinine levels and HLA DRB1*1501 status. The inclusion criteria required evaluation within 4 months of the initial demyelinating event, 2 or more brain MRI lesions and the presence of two or more oligoclonal bands in cerebrospinal fluid. All patients were treated with interferon-beta. Clinical and MRI assessments were obtained at baseline, 6, 12, and 24 months.

Results: The time to first relapse decreased and the number of relapses increased with anti-CMV IgG positivity. Smoking was associated with increased number and volume of contrast-enhancing lesions (CEL) during the 2-year period. The cumulative number of CEL and T2 lesions during the 2-year period was greater for individuals in the highest quartile of anti-EBV VCA IgG antibodies. The percent loss of brain volume was increased for those in the highest quartile of with anti-EBV VCA IgG antibodies.

Conclusions: Relapses in CIS patients were associated with CMV positivity whereas anti-EBV VCA positivity was associated with progression on MRI measures, including accumulation of CEL and T2 lesions and development of brain atrophy.

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Conflict of interest statement

Competing Interests: Dr. Dana Horakova received speaker honoraria and consultant fees from Biogen Idec, Novartis, Merck Serono, Teva and Bayer Schering and financial support for research activities from Biogen Idec. The SET study is an investigator-initiated study supported by Biogen Idec Inc. Dr. Zivadinov has received speaker honoraria and consultant fees from Teva Neurosciences, Biogen Idec, Questcor, Genzyme-Sanofi, Novartis, Bracco, Bayer and EMD Serono. He has received research support from the National Multiple Sclerosis Society, Department of Defense, Biogen Idec, Teva Neuroscience, Teva Pharmaceuticals, EMD Serono, Genzyme-Sanofi, Questcor, Bracco and Greatbatch. Dr. Weinstock-Guttman received honoraria for serving in advisory boards and educational programs from Teva Neuroscience, Biogen Idec, Novartis, Accorda EMD Serono, Pfizer, Novartis, Genzyme and Sanofi. She also received support for research activities from the National Institutes of Health, National Multiple Sclerosis Society, National Science Foundation, Department of Defense, EMD Serono, Biogen Idec, Teva Neuroscience, Cyberonics, Novartis, Acorda and the Jog for the Jake Foundation. Dr. Eva Havrdova received honoraria and consulting fees from Genzyme, Biogen Idec, Sanofi-Aventis, Merck Serono, Roche, Teva and Novartis for consulting services, speaking and serving on a scientific advisory boards. Dr. Jun Qu received research funding from the Department of Defense, the National Science Foundation, the National Institutes of Health, the American Heart Association, Kinex, CH3, Pfizer, Novartis, Abbott and Amgen. These are unrelated to the research presented in this report. Drs. Michaela Tyblova, Jan Krasensky, Manuela Vaneckova, and Zdenek Seidl have received financial support for research activities from Biogen Idec. Dr. Petra Lelkova has no conflicts to disclose. Dr. Tomas Kalincik received compensation for travel and honoraria from Novartis, Biogen Idec, Sanofi Aventis, Teva and Merck Serono. Dr. Murali Ramanathan received research funding or consulting fees from EMD Serono, Biogen Idec, Allergan, Netezza, Pfizer, Novartis, Monsanto the National Multiple Sclerosis Society, the Department of Defense, Jog for the Jake Foundation, the National Institutes of Health and National Science Foundation. He received compensation for serving as an Editor from the American Association of Pharmaceutical Scientists. These are unrelated to the research presented in this report. Miriam Tamaño-Blanco, Darlene Badgett, Niels Bergsland, Sara Hussein, Laura Willis, Michael G. Dwyer, Haoying Yu, Ming Zhang and Xiaotao Duan have no conflicts to disclose. This does not alter the authors' adherence to all the PLOS ONE policies on sharing data and materials.

Figures

Figure 1
Figure 1. Dependence of time to first relapse on demographic, MRI and environmental factors.
Figure 1A shows the cumulative hazard function for time to first relapse in all subjects. Figures 1B-D show the cumulative hazard functions for the age <35 years (red line) vs. age ≥35 years (green line), CEL present as baseline (red line) vs. CEL not present at baseline (green line) and CMV positive (red line) vs. CMV negative sub-groups, respectively. The corresponding covariate p-values from Cox regression are also shown.
Figure 2
Figure 2. Dependence of change in individual MRI lesion-related variables over 2-years on the specific genetic or environmental factors.
Figures 2A and 2B show the dependence of change in CEL number and change in CE-LV, respectively, on smoking status. Figures 2C shows the dependence of number of new and newly enlarging T2-lesions on anti-EBV VCA highest quartile status. Figure 2D shows the dependence of number of new T2-lesions on anti-EBV VCA highest quartile status. The bars represent mean values and the error bars are standard errors. The red colors denote the positive group and the green bars the negative group. The corresponding covariate p-values from regression are also shown.

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