Disease-modifying therapy usage in patients with multiple sclerosis in France: A 6-year population-based study

被引:10
作者
Leblanc, S. [1 ]
Roux, J. [1 ]
Tillaut, H. [1 ]
Le Page, E. [2 ,3 ]
Leray, E. [1 ,2 ]
机构
[1] Univ Rennes, EHESP, REPERES Pharmacoepidemiol & Hlth Serv Res, 15,Ave Professeur Leon Bernard,CS 74312, F-35000 Rennes, France
[2] Rennes Univ, Rennes Univ Hosp, Inserm CIC P 1414, 2 Rue Henri Guilloux, F-35000 Rennes, France
[3] Rennes Univ, Rennes Univ Hosp, Dept Neurol, 2 Rue Henri Guilloux, F-35000 Rennes, France
关键词
Multiple sclerosis; Disease-modifying therapies; Health administrative database; Neurologists; State sequence analysis; PREVALENCE; DATABASE; COST;
D O I
10.1016/j.neurol.2021.04.006
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background. - Most data regarding the use of disease-modifying therapies (DMTs) in multiple sclerosis (MS) comes from clinical series or regional databases that have a risk of recruitment bias. French health administrative data offers the significant advantage of being extensive in regards to both MS population coverage and DMT prescriptions. Objectives. - To describe patterns of DMTs usage at the level of the entire French population of MS patients from 2010 to 2015. Methods. - MS patients were identified during a 6-year study period via the French national health data system (covering 97% of the general population) and characteristics of patients who received at least one treatment were compared to those that never received treatment over the indicated period. A state sequence analysis was performed to study in a longitudinal way MS patients who started DMTs in 2010 and then to classify them into groups of similar therapeutic patterns. DMTs were categorized into first-line, second-line and off-label use, and included untreated periods for at least six months. Groups that were obtained were described and compared using a multinomial logistic regression. Results. - A total of 112,415 patients with MS were identified, of whom 54.0% received at least one DMT over the 6 years. The probability of being treated significantly decreased with age. Comorbidities and physical limitations appeared to be more frequent in not treated patients than in treated patients. Significant differences were also found between the two groups regarding the use of healthcare services (hospitalizations and visits to general practitioner, neurologist and nurse). Based on the 6-year therapeutic sequences, a four-cluster typology was obtained on the 4,474 patients who started a DMT in 2010. The first group which consisted of more than half of the patients (57.0%) mainly used first-line DMTs. The second group (13.1%) represented patients with second-line DMTs whereas the third group (7.3%) was comprised of off-label users and the last group (22.6%) was composed of MS patients who received no or minimal treatments. Classification into one of these groups was associated with patient's age, long-term disease status, pregnancy occurrence, estimated level of disability, levels of care (visits to a neurologist, nurse and/or physiotherapist and hospital/rehabilitation stays) and occurrence of death. Conclusions. - The exhaustive population-based dataset from the French national health data system gave the opportunity to provide a detailed description regarding the use of DMTs for MS at national level. The innovative method of state sequence analysis allowed obtaining four homogeneous groups of patients among thousands of longitudinal therapeutic sequences. The predominant place of first-line treatments was confirmed even if the type of first-line treatments has probably changed since 2015. (C) 2021 Elsevier Masson SAS. All rights reserved.
引用
收藏
页码:1250 / 1261
页数:12
相关论文
共 26 条
  • [11] Health care services and disease modifying therapies use in community-based multiple sclerosis patients: Evolution from 2013 to 2015 and demographic characteristics
    Ha-Vinh, Philippe
    Nauleau, Steve
    Clementz, Marine
    Regnard, Pierre
    Sauze, Laurent
    Clavaud, Henri
    [J]. PRESSE MEDICALE, 2019, 48 (01): : E1 - E19
  • [12] Hosmer DW, 2000, Applied logistic regression, Vsecond
  • [13] Setting Cost in Optimal Matching to Uncover Contemporaneous Socio-Temporal Patterns
    Lesnard, Laurent
    [J]. SOCIOLOGICAL METHODS & RESEARCH, 2010, 38 (03) : 389 - 419
  • [14] Raats M. M., 1991, Food Quality and Preference, V3, P89, DOI 10.1016/0950-3293(91)90028-D
  • [15] Robette N., 2012, Bulletin of Sociological Methodology/Bulletin de mthodologie sociologique, V116, P5
  • [16] Use of healthcare services by patients with multiple sclerosis in France over 2010-2015: a nationwide population-based study using health administrative data
    Roux, J.
    Guilleux, A.
    Lefort, M.
    Leray, E.
    [J]. MULTIPLE SCLEROSIS JOURNAL-EXPERIMENTAL TRANSLATIONAL AND CLINICAL, 2019, 5 (04)
  • [17] Use of state sequence analysis for care pathway analysis: The example of multiple sclerosis
    Roux, Jonathan
    Grimaud, Olivier
    Leray, Emmanuelle
    [J]. STATISTICAL METHODS IN MEDICAL RESEARCH, 2019, 28 (06) : 1651 - 1663
  • [18] Studer M., 2013, LIVES Working Papers, V24, DOI DOI 10.12682/LIVES.2296-1658.2013.24
  • [19] What matters in differences between life trajectories: a comparative review of sequence dissimilarity measures
    Studer, Matthias
    Ritschard, Gilbert
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, 2016, 179 (02) : 481 - 511
  • [20] Discrepancy Analysis of State Sequences
    Studer, Matthias
    Ritschard, Gilbert
    Gabadinho, Alexis
    Muller, Nicolas S.
    [J]. SOCIOLOGICAL METHODS & RESEARCH, 2011, 40 (03) : 471 - 510