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Selection of first-line therapy in multiple sclerosis using risk-benefit decision analysis
David Bargiela1, Matthew T Bianchi1, M Brandon Westover1
1From the Ann Romney Center for Neurologic Diseases (D.B., B.C.H., P.L.D.J., Z.X.), Department of Neurology, and Program in Translational Neuropsychiatric Genomics (D.B., P.L.D.J., Z.X.), Institute for the Neurosciences, Department of Neurology, Brigham and Women's Hospital, Boston; Program for Medical and Population Genetics (D.B., L.B.C., P.L.D.J., Z.X.), Broad Institute, Cambridge; Harvard Medical School (D.B., M.T.B., M.B.W., L.B.C., P.L.D.J., Z.X.); Department of Neurology (M.T.B., M.B.W.) and Biostatistics Center (B.C.H.), Massachusetts General Hospital; Harvard T.H. Chan School of Public Health (L.B.C.), Boston, MA; and Department of Neurology (Z.X.), University of Pittsburgh, PA.
Natalizumab (NTZ) offers greater long-term benefits for multiple sclerosis (MS) treatment compared to fingolimod (FGL) or glatiramer acetate (GA). This includes delayed disability worsening and higher quality-adjusted life-years (QALYs), even considering risks like progressive multifocal leukoencephalopathy (PML).
Area of Science:
- Neurology
- Pharmacoeconomics
- Clinical Decision Making
Background:
- Multiple sclerosis (MS) treatment selection requires balancing drug efficacy with long-term risks.
- Disease-modifying therapies (DMTs) like natalizumab (NTZ), fingolimod (FGL), and glatiramer acetate (GA) have varying benefit-risk profiles.
- Quantifying long-term outcomes is crucial for guiding first-line MS treatment decisions.
Purpose of the Study:
- To integrate long-term efficacy and risk data for DMTs in multiple sclerosis.
- To guide the selection of first-line treatment for MS patients.
- To compare the net benefit of NTZ, FGL, and GA over a 30-year period.
Main Methods:
- A Markov decision model was developed to assess disability worsening and progressive multifocal leukoencephalopathy (PML) risk.
- Quality-adjusted life-years (QALYs) were calculated by integrating treatment utility, disability progression, and PML risk.
- Sensitivity analyses were conducted on PML risk, mortality, morbidity, and disease worsening rates.
Main Results:
- Natalizumab (NTZ) predicted the highest net benefit (15.06 QALYs) over 30 years compared to FGL (13.99 QALYs) and GA (12.71 QALYs), across the range of PML risks.
- NTZ treatment demonstrated delayed worsening to an Expanded Disability Status Scale score ≥6.0 (22.7 years) versus FGL (17.0 years) and GA (12.4 years).
- A higher early relative risk of death was observed with NTZ, varying with PML risk profile.
Conclusions:
- First-line treatment with NTZ offers the highest net benefit, considering PML risk, mortality, and morbidity, compared to FGL and GA.
- Integrated modeling of long-term risks and benefits supports stratified clinical decision-making for MS.
- This approach aids in patient counseling for selecting optimal first-line MS treatment options.
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