# Cost-effectiveness of treatment sequences following first-line rituximab in relapsing-remitting multiple sclerosis: a Norwegian microsimulation study

**Authors:** Simone Huygens, Matthijs Versteegh, Pål Berg-Hansen, Stein Henry Bjelland, Trygve Holmøy, Øivind Torkildsen

PMC · DOI: 10.3389/fneur.2026.1783506 · Frontiers in Neurology · 2026-03-18

## TL;DR

This study finds the most cost-effective treatment sequence for MS patients in Norway after first-line rituximab, based on a microsimulation model and expert input.

## Contribution

The study introduces a microsimulation model tailored to Norway to evaluate treatment sequences after rituximab in MS patients.

## Key findings

- The most cost-effective treatment sequence after rituximab is cladribine tablets, followed by ponesimod and natalizumab.
- Neurologists are more likely to switch patients with multiple relapses or disability progression.
- Over 21% of patients may need a fourth-line treatment due to disease activity and discontinuation.

## Abstract

The Norwegian guideline recommends highly effective disease-modifying therapies (DMTs) as the first line treatment for multiple sclerosis (MS), with rituximab preferred in clinical practice. While rituximab is effective, patients may discontinue due to side-effects or develop disease activity. Limited guidance exists on optimal switches following first line rituximab.

To estimate the costs and effects of different treatment sequences following first line rituximab in relapsing remitting MS patients in Norway.

A microsimulation model adapted to the Norwegian setting estimated outcomes for different treatment sequences following first line rituximab. Four neurologists were interviewed using a structured expert elicitation tool to inform switching behavior. The model allowed for three treatment lines after rituximab, with switches possible to fingolimod, ponesimod, cladribine tablets, or natalizumab.

The model simulated all 32 possible treatment sequences and calculated costs per quality adjusted life year (QALY) according to Norwegian pharmacoeconomic guidelines.

Neurologists were more likely to switch patients with >1 relapse (78%) or relapse and disability progression (66%) versus one relapse (54%). The most cost-effective sequence after rituximab is cladribine tablets (line 2), ponesimod (line 3), and natalizumab (line 4). The probability that second line cladribine tablets are most cost-effective is >75%. Mean time on first line rituximab was 15.2 years. The model predicts that over lifetime 21% of patients would require a fourth line of treatment due to the cumulative effects of discontinuation and recurring disease activity triggering treatment switches.

Patients on first line rituximab may require a treatment switch due to side-effect induced discontinuation or new disease activity. If a switch from rituximab to another DMT is the preferred clinical course of action, this study showed that it is most cost-effective to switch to cladribine tablets followed by ponesimod and natalizumab.

## Linked entities

- **Chemicals:** fingolimod (PubChem CID 107970), ponesimod (PubChem CID 11363176)
- **Diseases:** multiple sclerosis (MONDO:0005301)

## Full-text entities

- **Diseases:** relapsing remitting MS (MESH:D020529), MS (MESH:D009103)
- **Chemicals:** cladribine (MESH:D017338), rituximab (MESH:D000069283), fingolimod (MESH:D000068876), natalizumab (MESH:D000069442), ponesimod (MESH:C550169)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13038511/full.md

## References

41 references — full list in the complete paper: https://tomesphere.com/paper/PMC13038511/full.md

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Source: https://tomesphere.com/paper/PMC13038511