Improving the decision to switch from first- to second-line therapy in multiple sclerosis: A dynamic scoring system
Camille Sabathé
(1)
,
Romain Casey
,
Sandra Vukusic
,
Emmanuelle Leray
(2, 3, 4, 5, 6)
,
Guillaume Mathey
,
Jérôme de Sèze
,
Bruno Stankoff
,
Jonathan Ciron
,
Sandrine Wiertlewski
,
Aurélie Ruet
,
Christine Lebrun-Frenay
,
Jean Pelletier
(7, 8)
,
Hélène Zéphir
,
Laure Michel
,
Xavier Moisset
,
Elisabeth Maillart
,
Serge Bakchine
,
Eric Thouvenot
,
Abdullatif Al Khedr
,
Jean-Philippe Camdessanché
,
Karolina Hankiewicz
,
Philippe Cabre
,
Eric Berger
,
Olivier Heinzlef
,
Gilles Defer
,
Thibault Moreau
,
Olivier Gout
,
Bertrand Bourre
,
Abir Wahab
,
Pierre Labauge
,
David-Axel Laplaud
,
Alexis Montcuquet
,
Olivier Casez
,
Aude Maurousset
,
Nicolas Maubeuge
,
Dalia Dimitri Boulos
,
Haïfa Ben Nasr
,
Chantal Nifle
,
Yohann Foucher
1
Université de Nantes, Université de Tours, Inserm, UMR1246 Sphere, Nantes
2 CIC - Centre d'Investigation Clinique [Rennes]
3 REPERES - Recherche en Pharmaco-épidémiologie et Recours aux Soins
4 METIS - Département Méthodes quantitatives en santé publique
5 EHESP - École des Hautes Études en Santé Publique [EHESP]
6 RSMS - Recherche sur les services et le management en santé
7 Pôle de Neurosciences Cliniques, Service de Neurologie, APHM, Hôpital de la Timone, Aix-Marseille University, Marseille, France
8 CRMBM-CEMEREM - Aix Marseille Univ, UMR 7339 CNRS, Centre de Résonance Magnétique Biologique et Médicale,
2 CIC - Centre d'Investigation Clinique [Rennes]
3 REPERES - Recherche en Pharmaco-épidémiologie et Recours aux Soins
4 METIS - Département Méthodes quantitatives en santé publique
5 EHESP - École des Hautes Études en Santé Publique [EHESP]
6 RSMS - Recherche sur les services et le management en santé
7 Pôle de Neurosciences Cliniques, Service de Neurologie, APHM, Hôpital de la Timone, Aix-Marseille University, Marseille, France
8 CRMBM-CEMEREM - Aix Marseille Univ, UMR 7339 CNRS, Centre de Résonance Magnétique Biologique et Médicale,
Romain Casey
- Function : Author
Sandra Vukusic
- Function : Author
- PersonId : 1144603
- ORCID : 0000-0001-7337-7122
Emmanuelle Leray
- Function : Author
- PersonId : 18386
- IdHAL : emmanuelle-leray
- ORCID : 0000-0001-8424-4499
- IdRef : 099858185
Guillaume Mathey
- Function : Author
Jérôme de Sèze
- Function : Author
Bruno Stankoff
- Function : Author
Jonathan Ciron
- Function : Author
- PersonId : 795646
- ORCID : 0000-0002-3386-6308
- IdRef : 137599021
Sandrine Wiertlewski
- Function : Author
Aurélie Ruet
- Function : Author
- PersonId : 1221381
- ORCID : 0000-0002-0020-8739
Christine Lebrun-Frenay
- Function : Author
- PersonId : 770285
- ORCID : 0000-0002-3713-2416
- IdRef : 074517929
Hélène Zéphir
- Function : Author
Laure Michel
- Function : Author
Xavier Moisset
- Function : Author
- PersonId : 769113
- ORCID : 0000-0002-8799-0750
Elisabeth Maillart
- Function : Author
- PersonId : 1164214
- ORCID : 0000-0001-7699-0328
Serge Bakchine
- Function : Author
Eric Thouvenot
- Function : Author
- PersonId : 758070
- ORCID : 0000-0001-8671-7747
- IdRef : 094970920
Abdullatif Al Khedr
- Function : Author
Jean-Philippe Camdessanché
- Function : Author
Karolina Hankiewicz
- Function : Author
Philippe Cabre
- Function : Author
Eric Berger
- Function : Author
Olivier Heinzlef
- Function : Author
Gilles Defer
- Function : Author
Thibault Moreau
- Function : Author
Olivier Gout
- Function : Author
Bertrand Bourre
- Function : Author
Abir Wahab
- Function : Author
Pierre Labauge
- Function : Author
David-Axel Laplaud
- Function : Author
Alexis Montcuquet
- Function : Author
Olivier Casez
- Function : Author
Aude Maurousset
- Function : Author
Nicolas Maubeuge
- Function : Author
Dalia Dimitri Boulos
- Function : Author
- PersonId : 1221382
- ORCID : 0000-0002-8566-3094
Haïfa Ben Nasr
- Function : Author
Chantal Nifle
- Function : Author
Yohann Foucher
- Function : Author
- PersonId : 747586
- IdHAL : yohann-foucher
- ORCID : 0000-0003-0330-7457
- IdRef : 119769263
Abstract
Background:
In relapsing-remitting multiple sclerosis (RRMS), early identification of suboptimal responders can prevent disability progression.
Objective:
We aimed to develop and validate a dynamic score to guide the early decision to switch from first- to second-line therapy.
Methods:
Using time-dependent propensity scores (PS) from a French cohort of 12,823 patients with RRMS, we constructed one training and two validation PS-matched cohorts to compare the switched patients to second-line treatment and the maintained patients. We used a frailty Cox model for predicting individual hazard ratios (iHRs).
Results:
From the validation PS-matched cohort of 348 independent patients with iHR ⩽ 0.69, we reported the 5-year relapse-free survival at 0.14 (95% confidence interval (CI) 0.09–0.22) for the waiting group and 0.40 (95% CI 0.32–0.51) for the switched group. From the validation PS-matched cohort of 518 independent patients with iHR > 0.69, these values were 0.37 (95% CI 0.30–0.46) and 0.44 (95% CI 0.37–0.52), respectively.
Conclusions:
By using the proposed dynamic score, we estimated that at least one-third of patients could benefit from an earlier switch to prevent relapse.