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1.
001-es BibID:
BIBFORM085749
Első szerző:
Brown, Jeremy William L.
Cím:
The risk of relapse following on-treatment clinically silent lesions in patients with relapsing-remitting multiple sclerosis / Brown, J. W. L., Lugaresi A., Horakova D., Havrdova E., Jokubaitis V., Lechner-Scott J., Trojano M., Min M., Shaw C., Shuey N., Slee M., Mccombe P., Van Pesch V., Van Wijmeersch B., Prevost J., Moore F., Prat A., Girard M., Duquette P., Ayrignac X., Sempere A. Perez, Sanchez-Menoyo J. L., Ramo-Tello C., Csépány Tünde, Hutchinson M., De Luca G., Bergamaschi R., Granella F., Curti E., Tsantes E., Sola P., Ferraro D., Alroughani R., Hupperts R., Al-Harbi T., Sidhom Y., Boz C., Terzi M., Ozakbas S., Soysal A., Pucci E., Izquierdo G., Iuliano G., Rio M. Edite, Spitaleri D., Grammond P., Grand'Maison F., Butzkueven H., Kalincik T.
Dátum:
2017
ISSN:
1352-4585
Tárgyszavak:
Orvostudományok
Klinikai orvostudományok
idézhető absztrakt
folyóiratcikk
Megjelenés:
Multiple Sclerosis. - 23 : Suppl. 3 (2017), p. 992-994. -
További szerzők:
Lugaresi, Alessandra
Horakova, Dana
Havrdova, Eva
Jokubaitis, Vilija
Lechner-Scott, Jeannette
Trojano, Maria
Min, M.
Shaw, C. A.
Shuey, Neil
Slee, Mark
McCombe, Pamela
Pesch, Vincent van
Van Wijmeersch, Bart
Prevost, Julie
Moore, Fraser
Prat, Alexandre
Girard, Marc
Duquette, Pierre
Ayrignac, X.
Sempere, Perez A.
Sanchez-Menoyo, Jose
Ramo-Tello, Cristina
Csépány Tünde (1956-) (neurológus, pszichiáter)
Hutchinson, Michael
De Luca, Giacomo
Bergamaschi, Roberto
Granella, Franco
Curti, E.
Tsantes, E.
Sola, Patrizia
Ferraro, D.
Alroughani, Raed
Hupperts, Raymond
Al-Harbi, Talal
Sidhom, Youssef
Boz, Cavit
Terzi, Murat
Ozakbas, Serkan
Soysal, Aysun
Pucci, Eugenio
Izquierdo, Guillermo
Iuliano, Gerardo
Rio, Edite M.
Spitaleri, Daniele
Grammond, Pierre
Grand'Maison, Francois
Butzkueven, Helmut
Kalincik, Tomas
Internet cím:
Intézményi repozitóriumban (DEA) tárolt változat
Borító:
Saját polcon:
2.
001-es BibID:
BIBFORM103017
035-os BibID:
(Wos)000685503300008 (Scopus)85107912293 (cikkazonosító)106180
Első szerző:
De Brouwer, Edward
Cím:
Longitudinal machine learning modeling of MS patient trajectories improves predictions of disability progression / De Brouwer Edward, Becker Thijs, Moreau Yves, Havrdova Eva Kubala, Trojano Maria, Eichau Sara, Ozakbas Serkan, Onofrj Marco, Grammond Pierre, Kuhle Jens, Kappos Ludwig, Sola Patrizia, Cartechini Elisabetta, Lechner-Scott Jeannette, Alroughani Raed, Gerlach Oliver, Kalincik Tomas, Granella Franco, Grand'Maison Francois, Bergamaschi Roberto, José Sá Maria, Van Wijmeersch Bart, Soysal Aysun, Sanchez-Menoyo Jose Luis, Solaro Claudio, Boz Cavit, Iuliano Gerardo, Buzzard Katherine, Aguera-Morales Eduardo, Terzi Murat, Trivio Tamara Castillo, Spitaleri Daniele, Van Pesch Vincent, Shaygannejad Vahid, Moore Fraser, Oreja-Guevara Celia, Maimone Davide, Gouider Riadh, Csepany Tunde, Ramo-Tello Cristina, Peeters Liesbet
Dátum:
2021
ISSN:
0169-2607
Megjegyzések:
Background and Objectives: Research in Multiple Sclerosis (MS) has recently focused on extracting knowledge from real-world clinical data sources. This type of data is more abundant than data produced during clinical trials and potentially more informative about real-world clinical practice. However, this comes at the cost of less curated and controlled data sets. In this work we aim to predict disability progression by optimally extracting information from longitudinal patient data in the real-world setting, with a special focus on the sporadic sampling problem. Methods: We use machine learning methods suited for patient trajectories modeling, such as recurrent neural networks and tensor factorization. A subset of 6682 patients from the MSBase registry is used. Results: We can predict disability progression of patients in a two-year horizon with an ROC-AUC of 0.85, which represents a 32% decrease in the ranking pair error (1-AUC) compared to reference methods using static clinical features. Conclusions: Compared to the models available in the literature, this work uses the most complete patient history for MS disease progression prediction and represents a step forward towards AI-assisted precision medicine in MS.
Tárgyszavak:
Orvostudományok
Klinikai orvostudományok
idegen nyelvű folyóiratközlemény külföldi lapban
folyóiratcikk
Megjelenés:
Computer Methods And Programs In Biomedicine. - 208 (2021), p. 1-14. -
További szerzők:
Becker, Thijs
Moreau, Yves
Havrdova, Eva
Trojano, Maria
Eichau, Sara
Ozakbas, Serkan
Onofrj, Marco
Grammond, Pierre
Kuhle, Jens
Kappos, Ludwig
Sola, Patrizia
Cartechini, Elisabetta
Lechner-Scott, Jeannette
Alroughani, Raed
Gerlach, Oliver
Kalincik, Tomas
Granella, Franco
Grand'Maison, Francois
Bergamaschi, Roberto
José Sá, Maria
Van Wijmeersch, Bart
Soysal, Aysun
Sanchez-Menoyo, Jose
Solaro, Claudio
Boz, Cavit
Iuliano, Gerardo
Buzzard, Katherine
Aguera-Morales, Eduardo
Terzi, Murat
Trivio, Tamara Castillo
Spitaleri, Daniele
Pesch, Vincent van
Shaygannejad, Vahid
Moore, Fraser
Oreja-Guevara, Celia
Maimone, Davide
Gouider, Riadh
Csépány Tünde (1956-) (neurológus, pszichiáter)
Ramo-Tello, Cristina
Peeters, Liesbet
Internet cím:
Szerző által megadott URL
DOI
Intézményi repozitóriumban (DEA) tárolt változat
Borító:
Saját polcon:
3.
001-es BibID:
BIBFORM107545
035-os BibID:
(cikkazonosító)15706 (Scopus)85148460657 (WoS)000952991100026
Első szerző:
Diouf, Ibrahima
Cím:
Variability of the response to immunotherapy among subgroups of patients with multiple sclerosis / Diouf Ibrahima, Malpas Charles B., Sharmin Sifat, Roos Izanne, Horakova Dana, Havrdova Eva Kubala, Patti Francesco, Shaygannejad Vahid, Ozakbas Serkan, Izquierdo Guillermo, Eichau Sara, Onofrj Marco, Lugaresi Alessandra, Alroughani Raed, Prat Alexandre, Girard Marc, Duquette Pierre, Terzi Murat, Boz Cavit, Grand'Maison Francois, Hamdy Sherif, Sola Patrizia, Ferraro Diana, Grammond Pierre, Turkoglu Recai, Buzzard Katherine, Skibina Olga, Yamout Bassem, Altintas Ayse, Gerlach Oliver, van Pesch Vincent, Blanco Yolanda, Maimone Davide, Lechner-Scott Jeannette, Bergamaschi Roberto, Karabudak Rana, Iuliano Gerardo, McGuigan Chris, Cartechini Elisabetta, Barnett Michael, Hughes Stella, Sa Maria José, Solaro Claudio, Kappos Ludwig, Ramo-Tello Cristina, Cristiano Edgardo, Hodgkinson Suzanne, Spitaleri Daniele, Soysal Aysun, Petersen Thor, Slee Mark, Butler Ernest, Granella Franco, de Gans Koen, McCombe Pamela, Ampapa Radek, Van Wijmeersch Bart, van der Walt Anneke, Butzkueven Helmut, Prevost Julie, Sinnige L. G. F., Sanchez-Menoyo Jose Luis, Vucic Steve, Laureys Guy, Van Hijfte Liesbeth, Khurana Dheeraj, Macdonell Richard, Gouider Riadh, Castillo-Trivino Tamara, Gray Orla, Aguera-Morales Eduardo, Al-Asmi Abdullah, Shaw Cameron, Deri Norma, Al-Harbi Talal, Fragoso Yara, Csepany Tunde, Perez Sempere Angel, Trevino-Frenk Irene, Schepel Jan, Moore Fraser, Kalincik Tomas
Dátum:
2023
ISSN:
1351-5101
Megjegyzések:
Background This study assessed the effect of patient characteristics on the response to disease modifying therapy (DMT) in in multiple sclerosis (MS). Methods We extracted data from 61,810 patients from 135 centres across 35 countries from the MSBase registry. The selection criteria were: clinically isolated syndrome or definite MS; follow-up ?1 year; ?3 EDSS scores; and with ?1 score recorded per year. Marginal structural models with interaction terms were used to compare the hazards of 12-month confirmed worsening and improvement of disability, and the incidence of relapses between treated and untreated patients stratified by their characteristics. Results Among 24,344 patients with relapsing MS, those on DMTs experienced 48% reduction in relapse incidence (hazard ratio (HR)=0.52, 95%CI=0.45-0.60), 46% lower risk of disability worsening (HR=0.54, 95%CI=0.41-0.71) and 32% greater chance of disability improvement (HR=1.32, 95%CI=1.09-1.59). The effect of DMTs on EDSS worsening and improvement and the risk of relapses was attenuated with more severe disability. The magnitude of the effect of DMT on suppressing relapses declined with higher prior relapse rate and prior cerebral MRI activity. We did not find any evidence for the effect of age on the effectiveness of DMT. After inclusion of 1985 participants with progressive MS, the effect of DMT on disability mostly depended on MS phenotype, whereas its effect on relapses was driven mainly by prior relapse activity. Conclusions DMT is generally most effective among patients with lower disability and in relapsing MS phenotypes. There is no evidence attenuation of the effect of DMT with age.
Tárgyszavak:
Orvostudományok
Klinikai orvostudományok
idegen nyelvű folyóiratközlemény külföldi lapban
folyóiratcikk
Megjelenés:
European Journal Of Neurology. - 30 : 4 (2023), p. 1014-1024. -
További szerzők:
Malpas, Charles B.
Sharmin, Sifat
Roos, Izanne
Horakova, Dana
Havrdova, Eva
Patti, Francesco
Shaygannejad, Vahid
Ozakbas, Serkan
Izquierdo, Guillermo
Eichau, Sara
Onofrj, Marco
Lugaresi, Alessandra
Alroughani, Raed
Prat, Alexandre
Girard, Marc
Duquette, Pierre
Terzi, Murat
Boz, Cavit
Grand'Maison, Francois
Hamdy, Sherif
Sola, Patrizia
Ferraro, Diana
Grammond, Pierre
Turkoglu, Recai
Buzzard, Katherine
Skibina, Olga
Yamout, Bassem
Altintas, Ayse
Gerlach, Oliver
Pesch, Vincent van
Blanco, Yolanda
Maimone, Davide
Lechner-Scott, Jeannette
Bergamaschi, Roberto
Karabudak, Rana
Iuliano, Gerardo
McGuigan, Christopher
Cartechini, Elisabetta
Barnett, Michael
Hughes, Stella
Sá, Maria José
Solaro, Claudio
Kappos, Ludwig
Ramo-Tello, Cristina
Cristiano, Edgardo
Hodgkinson, Suzanne
Spitaleri, Daniele
Soysal, Aysun
Petersen, Thor
Slee, Mark
Butler, Ernest
Granella, Franco
de Gans, Koen
McCombe, Pamela
Ampapa, Radek
Van Wijmeersch, Bart
Walt, Anneke van der
Butzkueven, Helmut
Prevost, Julie
Sinnige, L. G. F.
Sanchez-Menoyo, Jose
Vucic, Steve
Laureys, Guy
Van Hijfte, Liesbeth
Khurana, Dheeraj
Macdonell, Richard
Gouider, Riadh
Castillo Triviño, Tamara
Gray, Orla
Aguera-Morales, Eduardo
Al-Asmi, Abdullah
Shaw, Cameron
Deri, Norma
Al-Harbi, Talal
Fragoso, Yara
Csépány Tünde (1956-) (neurológus, pszichiáter)
Perez Sempere, Angel
Trevino-Frenk, Irene
Schepel, Jan
Moore, Fraser
Kalincik, Tomas
Internet cím:
Szerző által megadott URL
DOI
Intézményi repozitóriumban (DEA) tárolt változat
Borító:
Saját polcon:
4.
001-es BibID:
BIBFORM103011
035-os BibID:
(Scopus)85102090793 (Wos)000656637200025
Első szerző:
Kalincik, Tomas
Cím:
Effect of Disease-Modifying Therapy on Disability in Relapsing-Remitting Multiple Sclerosis Over 15 Years / Kalincik Tomas, Diouf Ibrahima, Sharmin Sifat, Malpas Charles, Spelman Tim, Horakova Dana, Havrdova Eva Kubala, Trojano Maria, Izquierdo Guillermo, Lugaresi Alessandra, Prat Alexandre, Girard Marc, Duquette Pierre, Grammond Pierre, Jokubaitis Vilija, van der Walt Anneke, Grand'Maison Francois, Sola Patrizia, Ferraro Diana, Shaygannejad Vahid, Alroughani Raed, Hupperts Raymond, Terzi Murat, Boz Cavit, Lechner-Scott Jeannette, Pucci Eugenio, Van Pesch Vincent, Granella Franco, Bergamaschi Roberto, Spitaleri Daniele, Slee Mark, Vucic Steve, Ampapa Radek, McCombe Pamela, Ramo-Tello Cristina, Prevost Julie, Olascoaga Javier, Cristiano Edgardo, Barnett Michael, Saladino Maria Laura, Sanchez-Menoyo Jose Luis, Hodgkinson Suzanne, Rozsa Csilla, Hughes Stella, Moore Fraser, Shaw Cameron, Butler Ernest, Skibina Olga, Gray Orla, Kermode Allan, Csepany Tunde, Singhal Bhim, Shuey Neil, Piroska Imre, Taylor Bruce, Simo Magdolna, Sirbu Carmen-Adella, Sas Attila, Butzkueven Helmut, MSBase Study Group
Dátum:
2021
ISSN:
0028-3878 1526-632X
Megjegyzések:
Objective To test the hypothesis that immunotherapy prevents long-term disability in relapsing-remitting multiple sclerosis (MS), we modeled disability outcomes in 14,717 patients. Methods We studied patients from MSBase followed for ?1 year, with ?3 visits, ?1 visit per year, and exposed to MS therapy, and a subset of patients with ?15-year follow-up. Marginal structural models were used to compare the cumulative hazards of 12-month confirmed increase and decrease in disability, Expanded Disability Status Scale (EDSS) step 6, and the incidence of relapses between treated and untreated periods. Marginal structural models were continuously readjusted for patient age, sex, pregnancy, date, disease course, time from first symptom, prior relapse history, disability, and MRI activity. Results A total of 14,717 patients were studied. During the treated periods, patients were less likely to experience relapses (hazard ratio 0.60, 95% confidence interval [CI] 0.43?0.82, p = 0.0016), worsening of disability (0.56, 0.38?0.82, p = 0.0026), and progress to EDSS step 6 (0.33, 0.19?0.59, p = 0.00019). Among 1,085 patients with ?15-year follow-up, the treated patients were less likely to experience relapses (0.59, 0.50?0.70, p = 10?9) and worsening of disability (0.81, 0.67?0.99, p = 0.043). Conclusion Continued treatment with MS immunotherapies reduces disability accrual by 19%?44% (95% CI 1%?62%), the risk of need of a walking aid by 67% (95% CI 41%?81%), and the frequency of relapses by 40?41% (95% CI 18%?57%) over 15 years. This study provides evidence that disease-modifying therapies are effective in improving disability outcomes in relapsing-remitting MS over the long term. Classification of Evidence This study provides Class IV evidence that, for patients with relapsing-remitting MS, long-term exposure to immunotherapy prevents neurologic disability.
Tárgyszavak:
Orvostudományok
Klinikai orvostudományok
idegen nyelvű folyóiratközlemény külföldi lapban
folyóiratcikk
Megjelenés:
Neurology. - 96 : 5 (2021), p. e783-e797. -
További szerzők:
Diouf, Ibrahima
Sharmin, Sifat
Malpas, Charles
Spelman, Tim
Horakova, Dana
Havrdova, Eva
Trojano, Maria
Izquierdo, Guillermo
Lugaresi, Alessandra
Prat, Alexandre
Girard, Marc
Duquette, Pierre
Grammond, Pierre
Jokubaitis, Vilija
Walt, Anneke van der
Grand'Maison, Francois
Sola, Patrizia
Ferraro, Diana
Shaygannejad, Vahid
Alroughani, Raed
Hupperts, Raymond
Terzi, Murat
Boz, Cavit
Lechner-Scott, Jeannette
Pucci, Eugenio
Pesch, Vincent van
Granella, Franco
Bergamaschi, Roberto
Spitaleri, Daniele
Slee, Mark
Vucic, Steve
Ampapa, Radek
McCombe, Pamela
Ramo-Tello, Cristina
Prevost, Julie
Olascoaga, Javier
Cristiano, Edgardo
Barnett, Michael
Saladino, Maria Laura
Sanchez-Menoyo, Jose
Hodgkinson, Suzanne
Rózsa Csilla
Hughes, Stella
Moore, Fraser
Shaw, Cameron
Butler, Ernest
Skibina, Olga
Gray, Orla
Kermode, Allan G.
Csépány Tünde (1956-) (neurológus, pszichiáter)
Singhal, Bhim
Shuey, Neil
Piroska Imre
Taylor, Bruce V.
Simó Magdolna
Sirbu, Carmen-Adella
Sas Attila
Butzkueven, Helmut
MSBase Study Group
Internet cím:
Szerző által megadott URL
DOI
Intézményi repozitóriumban (DEA) tárolt változat
Borító:
Saját polcon:
5.
001-es BibID:
BIBFORM083272
Első szerző:
Kalincik, Tomas
Cím:
Immunotherapy prevents long-term disability in relapsing multiple sclerosis over 15 years / Tomas Kalincik, Sifat Sharmin, Charles Malpas, Tim Spelman, Dana Horakova, Eva Kubala Havrdova, Maria Trojano, Guillermo Izquierdo, Alessandra Lugaresi, Alexandre Prat, Marc Girard, Pierre Duquette, Pierre Grammond, Vilija Jokubaitis, Anneke van der Walt, Francois Grand'Maison, Patrizia Sola, Diana Ferraro, Vahid Shaygannejad, Raed Alroughani, Raymond Hupperts, Murat Terzi, Cavit Boz, Jeannette Lechner-Scott, Eugenio Pucci, Vincent Van Pesch, Franco Granella, Roberto Bergamaschi, Daniele Spitaleri, Mark Slee, Steve Vucic, Radek Ampapa, Pamela McCombe, Cristina Ramo-Tello, Julie Prevost, Javier Olascoaga, Edgardo Cristiano, Michael Barnett, Maria Laura Saladino, Jose Luis Sanchez-Menoyo, Suzanne Hodgkinson, Csilla Rozsa, Stella Hughes, Fraser Moore, Cameron Shaw, Ernest Butler, Olga Skibina, Orla Gray, Allan Kermode, Tunde Csepany, Bhim Singhal, Neil Shuey, Imre Piroska, Bruce Taylor, Magdolna Simo, Carmen-Adella Sirbu, Attila Sas, Helmut Butzkueven, MSBase Study group
Dátum:
2019
Tárgyszavak:
Orvostudományok
Klinikai orvostudományok
idegen nyelvű folyóiratközlemény külföldi lapban
folyóiratcikk
Megjelenés:
bioRxiv. - 2019 (2019), p. 1-41. -
További szerzők:
Sharmin, Sifat
Malpas, Charles
Spelman, Tim
Horakova, Dana
Havrdova, Eva
Trojano, Maria
Izquierdo, Guillermo
Lugaresi, Alessandra
Prat, Alexandre
Girard, Marc
Duquette, Pierre
Grammond, Pierre
Jokubaitis, Vilija
Walt, Anneke van der
Grand'Maison, Francois
Sola, Patrizia
Ferraro, Diana
Shaygannejad, Vahid
Alroughani, Raed
Hupperts, Raymond
Terzi, Murat
Boz, Cavit
Lechner-Scott, Jeannette
Pucci, Eugenio
Pesch, Vincent van
Granella, Franco
Bergamaschi, Roberto
Spitaleri, Daniele
Slee, Mark
Vucic, Steve
Ampapa, Radek
McCombe, Pamela
Ramo-Tello, Cristina
Prevost, Julie
Olascoaga, Javier
Cristiano, Edgardo
Barnett, Michael
Saladino, Maria Laura
Sanchez-Menoyo, Jose
Hodgkinson, Suzanne
Rózsa Csilla
Hughes, Stella
Moore, Fraser
Shaw, Cameron
Butler, Ernest
Skibina, Olga
Gray, Orla
Kermode, Allan G.
Csépány Tünde (1956-) (neurológus, pszichiáter)
Singhal, Bhim
Shuey, Neil
Piroska Imre
Taylor, Bruce V.
Simó Magdolna
Sirbu, Carmen-Adella
Sas Attila
Butzkueven, Helmut
MSBase Study Group
Internet cím:
Intézményi repozitóriumban (DEA) tárolt változat
Borító:
Saját polcon:
6.
001-es BibID:
BIBFORM114473
035-os BibID:
(Scopus)85148502832 (WoS)000951172400001
Első szerző:
Roos, Izanne
Cím:
Comparative effectiveness in multiple sclerosis : A methodological comparison / Roos Izanne, Diouf Ibrahima, Sharmin Sifat, Horakova Dana, Havrdova Eva Kubala, Patti Francesco, Shaygannejad Vahid, Ozakbas Serkan, Izquierdo Guillermo, Eichau Sara, Onofrj Marco, Lugaresi Alessandra, Alroughani Raed, Prat Alexandre, Girard Marc, Duquette Pierre, Terzi Murat, Boz Cavit, Grand'Maison Francois, Sola Patrizia, Ferraro Diana, Grammond Pierre, Turkoglu Recai, Buzzard Katherine, Skibina Olga, Yamou Bassem, Altintas Ayse, Gerlach Oliver, van Pesch Vincent, Blanco Yolanda, Maimone Davide, Lechner-Scott Jeannette, Bergamaschi Roberto, Karabudak Rana, McGuigan Chris, Cartechini Elisabetta, Barnett Michael, Hughes Stella, Sa Maria José, Solaro Claudio, Ramo-Tello Cristina, Hodgkinson Suzanne, Spitaleri Daniele, Soysal Aysun, Petersen Thor, Granella Franco, de Gans Koen, McCombe Pamela, Ampapa Radek, Van Wijmeersch Bart, van der Walt Anneke, Butzkueven Helmut, Prevost Julie, Sanchez-Menoyo Jose Luis, Laureys Guy, Gouider Riadh, Castillo-Trivino Tamara, Gray Orla, Aguera-Morales Eduardo, Al-Asmi Abdullah, Shaw Cameron, Deri Norma, Al-Harbi Talal, Fragoso Yara, Csepany Tunde, Sempere Angel Perez, Trevino-Frenk Irene, Schepel Jan, Moore Fraser, Malpas Charles, Kalincik Tomas, MSBase study group
Dátum:
2023
ISSN:
1352-4585
Megjegyzések:
Background: In the absence of evidence from randomised controlled trials, observational data can be used to emulate clinical trials and guide clinical decisions. Observational studies are, however, susceptible to confounding and bias. Among the used techniques to reduce indication bias are propensity score matching and marginal structural models. Objective: To use the comparative effectiveness of fingolimod vs natalizumab to compare the results obtained with propensity score matching and marginal structural models. Methods: Patients with clinically isolated syndrome or relapsing remitting MS who were treated with either fingolimod or natalizumab were identified in the MSBase registry. Patients were propensity score matched, and inverse probability of treatment weighted at six monthly intervals, using the following variables: age, sex, disability, MS duration, MS course, prior relapses, and prior therapies. Studied outcomes were cumulative hazard of relapse, disability accumulation, and disability improvement. Results: 4608 patients (1659 natalizumab, 2949 fingolimod) fulfilled inclusion criteria, and were propensity score matched or repeatedly reweighed with marginal structural models. Natalizumab treatment was associated with a lower probability of relapse (PS matching: HR 0.67 [95% CI 0.62-0.80]; marginal structural model: 0.71 [0.62-0.80]), and higher probability of disability improvement (PS matching: 1.21 [1.02 -1.43]; marginal structural model 1.43 1.19 -1.72]). There was no evidence of a difference in the magnitude of effect between the two methods. Conclusions: The relative effectiveness of two therapies can be efficiently compared by either marginal structural models or propensity score matching when applied in clearly defined clinical contexts and in sufficiently powered cohorts.
Tárgyszavak:
Orvostudományok
Klinikai orvostudományok
idegen nyelvű folyóiratközlemény külföldi lapban
folyóiratcikk
Observational
causal inference
multiple sclerosis
Megjelenés:
Multiple Sclerosis. - 29 : 3 (2023), p. 326-332. -
További szerzők:
Diouf, Ibrahima
Sharmin, Sifat
Horakova, Dana
Havrdova, Eva
Patti, Francesco
Shaygannejad, Vahid
Ozakbas, Serkan
Izquierdo, Guillermo
Eichau, Sara
Onofrj, Marco
Lugaresi, Alessandra
Alroughani, Raed
Prat, Alexandre
Girard, Marc
Duquette, Pierre
Terzi, Murat
Boz, Cavit
Grand'Maison, Francois
Sola, Patrizia
Ferraro, Diana
Grammond, Pierre
Turkoglu, Recai
Buzzard, Katherine
Skibina, Olga
Yamout, Bassem
Altintas, Ayse
Gerlach, Oliver
Pesch, Vincent van
Blanco, Yolanda
Maimone, Davide
Lechner-Scott, Jeannette
Bergamaschi, Roberto
Karabudak, Rana
McGuigan, Christopher
Cartechini, Elisabetta
Barnett, Michael
Hughes, Stella
Sá, Maria José
Solaro, Claudio
Ramo-Tello, Cristina
Hodgkinson, Suzanne
Spitaleri, Daniele
Soysal, Aysun
Petersen, Thor
Granella, Franco
de Gans, Koen
McCombe, Pamela
Ampapa, Radek
Van Wijmeersch, Bart
Walt, Anneke van der
Butzkueven, Helmut
Prevost, Julie
Sanchez-Menoyo, Jose
Laureys, Guy
Gouider, Riadh
Castillo Triviño, Tamara
Gray, Orla
Aguera-Morales, Eduardo
Al-Asmi, Abdullah
Shaw, Cameron
Deri, Norma
Al-Harbi, Talal
Fragoso, Yara
Csépány Tünde (1956-) (neurológus, pszichiáter)
Sempere, Perez A.
Trevino-Frenk, Irene
Schepel, Jan
Moore, Fraser
Malpas, Charles
Kalincik, Tomas
MSBase Study Group
Internet cím:
Szerző által megadott URL
DOI
Intézményi repozitóriumban (DEA) tárolt változat
Borító:
Saját polcon:
7.
001-es BibID:
BIBFORM103566
035-os BibID:
(WoS)000874431500025 (Scopus)85141339945
Első szerző:
Roos, Izanne
Cím:
Disease Reactivation After Cessation of Disease-Modifying Therapy in Patients With Relapsing-Remitting Multiple Sclerosis / Roos Izanne, Malpas Charles, Leray Emmanuelle, Casey Romain, Horakova Dana, Havrdova Eva Kubala, Debouverie Marc, Patti Francesco, De Seze Jerome, Izquierdo Guillermo, Eichau Sara, Edan Gilles, Prat Alexandre, Girard Marc, Ozakbas Serkan, Grammond Pierre, Zephir Helene, Ciron Jonathan, Maillart Elisabeth, Moreau Thibault, Amato Maria Pia, Labauge Pierre, Alroughani Raed, Buzzard Katherine, Skibina Olga, Terzi Murat, Laplaud David Axel, Berger Eric, Grand'Maison Francois, Lebrun-Frenay Christine, Cartechini Elisabetta, Boz Cavit, Lechner-Scott Jeannette, Clavelou Pierre, Stankoff Bruno, Prevost Julie, Kappos Ludwig, Pelletier Jean, Shaygannejad Vahid, Yamout Bassem I., Khoury Samia J., Gerlach Oliver, Spitaleri Daniele L. A., Van Pesch Vincent, Gout Olivier, Turkoglu Recai, Heinzlef Olivier, Thouvenot Eric, McCombe Pamela Ann, Soysal Aysun, Bourre Bertrand, Slee Mark, Castillo-Trivino Tamara, Bakchine Serge, Ampapa Radek, Butler Ernest Gerard, Wahab Abir, Macdonell Richard A., Aguera-Morales Eduardo, Cabre Philippe, Ben Nasr Haifa, Van der Walt Anneke, Laureys Guy, Van Hijfte Liesbeth, Ramo-Tello Cristina M., Maubeuge Nicolas, Hodgkinson Suzanne, Sánchez-Menoyo José Luis, Barnett Michael H., Labeyrie Celine, Vucic Steve, Sidhom Youssef, Gouider Riadh, Csepany Tunde, Sotoca Javier, de Gans Koen, Al-Asmi Abdullah, Fragoso Yara Dadalti, Vukusic Sandra, Butzkueven Helmut, Kalincik Tomas, MSBase and OFSEP
Dátum:
2022
ISSN:
0028-3878 1526-632X
Megjegyzések:
Objectives: To evaluate the rate of return of disease activity after cessation of multiple sclerosis (MS) disease-modifying therapy. Methods: This was a retrospective cohort study from two large observational MS registries: MSBase and OFSEP. Patients with relapsing-remitting MS who had ceased a disease-modifying therapy and were followed up for the subsequent 12-months were included in the analysis. The primary study outcome was annualised relapse rate in the 12 months after disease-modifying therapy discontinuation stratified by patients who did, and did not, commence a subsequent therapy. The secondary endpoint was the predictors of first relapse and disability accumulation after treatment discontinuation. Results: 14,213 patients, with 18,029 eligible treatment discontinuation epochs, were identified for seven therapies. Annualised rates of relapse (ARR) started to increase 2-months after natalizumab cessation (month 2-4 ARR, 95% confidence interval): 0.47, 0.43-0.51). Commencement of a subsequent therapy within 2-4 months reduced the magnitude of disease reactivation (mean ARR difference: 0.15, 0.08-0.22). After discontinuation of fingolimod, rates of relapse increased overall (month 1-2 ARR: 0.80, 0.70-0.89), and stabilised faster in patients who started a new therapy within 1-2 months (mean ARR difference: 0.14, -0.01-0.29). Magnitude of disease reactivation for other therapies was low, but reduced further by commencement of another treatment 1-10 months after treatment discontinuation. Predictors of relapse were higher relapse rate in the year before cessation, female sex, younger age and higher EDSS. Commencement of a subsequent therapy reduced both the risk of relapse (HR 0.76, 95%CI 0.72-0.81) and disability accumulation (0.73, 0.65-0.80). Conclusion: The rate of disease reactivation after treatment cessation differs among MS treatments, with the peaks of relapse activity ranging from 1 to 10 months in untreated cohorts that discontinued different therapies. These results suggest that untreated intervals should be minimised after stopping anti-trafficking therapies (natalizumab and fingolimod). Classification of evidence: This study provides class III that disease reactivation occurs within months of discontinuation of multiple sclerosis disease-modifying therapies. Risk of disease activity is reduced by commencement of a subsequent therapy.
Tárgyszavak:
Orvostudományok
Klinikai orvostudományok
idegen nyelvű folyóiratközlemény külföldi lapban
folyóiratcikk
Megjelenés:
Neurology. - 99 : 17 (2022), p. e1926-e1944. -
További szerzők:
Malpas, Charles
Leray, Emmanuelle
Casey, Romain
Horakova, Dana
Havrdova, Eva
Debouverie, Marc
Patti, Francesco
De Seze, Jérôme
Izquierdo, Guillermo
Eichau, Sara
Edan, Gilles
Prat, Alexandre
Girard, Marc
Ozakbas, Serkan
Grammond, Pierre
Zephir, Hélène
Ciron, Jonathan
Maillart, Elisabeth
Moreau, Thibault
Amato, Maria Pia
Labauge, Pierre
Alroughani, Raed
Buzzard, Katherine
Skibina, Olga
Terzi, Murat
Laplaud, David
Berger, Eric
Grand'Maison, Francois
Lebrun-Frenay, Christine
Cartechini, Elisabetta
Boz, Cavit
Lechner-Scott, Jeannette
Clavelou, Pierre
Stankoff, Bruno
Prevost, Julie
Kappos, Ludwig
Pelletier, Jean
Shaygannejad, Vahid
Yamout, Bassem
Khoury, Samia J.
Gerlach, Oliver
Spitaleri, Daniele L. A.
Pesch, Vincent van
Gout, Olivier
Turkoglu, Recai
Heinzlef, Olivier
Thouvenot, Eric
McCombe, Pamela
Soysal, Aysun
Bourre, Bertrand
Slee, Mark
Castillo Triviño, Tamara
Bakchine, Serge
Ampapa, Radek
Butler, Ernest
Wahab, Abir
Macdonell, Richard
Aguera-Morales, Eduardo
Cabre, Philippe
Ben Nasr, Haifa
Walt, Anneke van der
Laureys, Guy
Van Hijfte, Liesbeth
Ramo-Tello, Cristina
Maubeuge, Nicolas
Hodgkinson, Suzanne
Sanchez-Menoyo, Jose
Barnett, Michael
Labeyrie, Céline
Vucic, Steve
Sidhom, Youssef
Gouider, Riadh
Csépány Tünde (1956-) (neurológus, pszichiáter)
Sotoca, Javier
de Gans, Koen
Al-Asmi, Abdullah
Fragoso, Yara
Vukusic, Sandra
Butzkueven, Helmut
Kalincik, Tomas
OFSEP and the MSBase investigators
Internet cím:
Szerző által megadott URL
DOI
Intézményi repozitóriumban (DEA) tárolt változat
Borító:
Saját polcon:
8.
001-es BibID:
BIBFORM116385
035-os BibID:
(Scopus)85176495277 (WOS)001063488100001
Első szerző:
Sharmin, Sifat
Cím:
The risk of secondary progressive multiple sclerosis is geographically determined but modifiable / Sharmin Sifat, Roos Izanne, Simpson-Yap Steve, Charles Malpas, Marina M. Sánchez, Serkan Ozakbas, Dana Horakova, Eva K. Havrdova, Francesco Patti, Raed Alroughani, Guillermo Izquierdo, Sara Eichau, Cavit Boz, Magd Zakaria, Marco Onofrj, Alessandra Lugaresi, Bianca Weinstock-Guttman, Alexandre Prat, Marc Girard, Pierre Duquette, Murat Terzi, Maria Pia Amato, Rana Karabudak, Francois Grand`Maison, Samia J. Khoury, Pierre Grammond, Jeannette Lechner-Scott, Katherine Buzzard, Olga Skibina, Anneke van der Walt, Helmut Butzkueven, Recai Turkoglu, Ayse Altintas, Davide Maimone, Allan Kermode, Nevin Shalaby, Vincent V. Pesch, Ernest Butler, Youssef Sidhom, Riadh Gouider, Saloua Mrabet, Oliver Gerlach, Aysun Soysal, Michael Barnett, Jens Kuhle, Stella Hughes, Maria J. Sa, Suzanne Hodgkinson, Celia Oreja-Guevara, Radek Ampapa, Thor Petersen, Cristina Ramo-Tello, Daniele Spitaleri, Pamela McCombe, Bruce Taylor, Julie Prevost, Matteo Foschi, Mark Slee, Chris McGuigan, Guy Laureys, Liesbeth V. Hijfte, Koen de Gans, Claudio Solaro, Jiwon Oh, Richard Macdonell, Eduardo Aguera-Morales, Bhim Singhal, Orla Gray, Justin Garber, Bart V. Wijmeersch, Mihaela Simu, Tamara Castillo-Triviño, Jose L. Sanchez-Menoyo, Dheeraj Khurana, Abdullah Al-Asmi, Talal Al-Harbi, Norma Deri, Yara Fragoso, Patrice H. Lalive, L. G. F. Sinnige, Cameron Shaw, Neil Shuey, Tunde Csepany, Angel P. Sempere, Fraser Moore, Danny Decoo, Barbara Willekens, Claudio Gobbi, Jennifer Massey, Todd Hardy, John Parratt, Tomas Kalincik, the MSBase investigators
Dátum:
2023
ISSN:
0006-8950
Megjegyzések:
Geographical variations in the incidence and prevalence of multiple sclerosis have been reported globally. Latitude as a surrogate for exposure to ultraviolet radiation but also other lifestyle and environmental factors are regarded as drivers of this variation. No previous studies evaluated geographical variation in the risk of secondary progressive multiple sclerosis, an advanced form of multiple sclerosis that is characterized by steady accrual of irreversible disability.We evaluated differences in the risk of secondary progressive multiple sclerosis in relation to latitude and country of residence, modified by high-to-moderate efficacy immunotherapy in a geographically diverse cohort of patients with relapsing-remitting multiple sclerosis. The study included relapsing-remitting multiple sclerosis patients from the global MSBase registry with at least one recorded assessment of disability. Secondary progressive multiple sclerosis was identified as per clinician diagnosis. Sensitivity analyses used the operationalized definition of secondary progressive multiple sclerosis and the Swedish decision tree algorithm. A proportional hazards model was used to estimate the cumulative risk of secondary progressive multiple sclerosis by country of residence (latitude), adjusted for sex, age at disease onset, time from onset to relapsing-remitting phase, disability (Multiple Sclerosis Severity Score) and relapse activity at study inclusion, national multiple sclerosis prevalence, government health expenditure, and proportion of time treated with high-to-moderate efficacy disease-modifying therapy. Geographical variation in time from relapsing-remitting phase to secondary progressive phase of multiple sclerosis was modelled through a proportional hazards model with spatially correlated frailties.We included 51 126 patients (72% female) from 27 countries. The median survival time from relapsing-remitting phase to secondary progressive multiple sclerosis among all patients was 39 (95% confidence interval: 37 to 43) years. Higher latitude [median hazard ratio = 1.21, 95% credible interval (1.16, 1.26)], higher national multiple sclerosis prevalence [1.07 (1.03, 1.11)], male sex [1.30 (1.22, 1.39)], older age at onset [1.35 (1.30, 1.39)], higher disability [2.40 (2.34, 2.47)] and frequent relapses [1.18 (1.15, 1.21)] at inclusion were associated with increased hazard of secondary progressive multiple sclerosis. Higher proportion of time on high-to-moderate efficacy therapy substantially reduced the hazard of secondary progressive multiple sclerosis [0.76 (0.73, 0.79)] and reduced the effect of latitude [interaction: 0.95 (0.92, 0.99)]. At the country-level, patients in Oman, Tunisia, Iran and Canada had higher risks of secondary progressive multiple sclerosis relative to the other studied regions.Higher latitude of residence is associated with a higher probability of developing secondary progressive multiple sclerosis. High-to-moderate efficacy immunotherapy can mitigate some of this geographically co-determined risk. By analysing longitudinal data from 27 countries, Sharmin et al. reveal a geographically varying risk of conversion to secondary progressive disease in patients with multiple sclerosis. Higher latitude of residence increases the risk while high-to-moderate efficacy immunotherapies reduce the risk substantially.
Tárgyszavak:
Orvostudományok
Klinikai orvostudományok
idegen nyelvű folyóiratközlemény külföldi lapban
folyóiratcikk
disease-modifying therapy
geography
health expenditure
latitude
secondary progressive multiple sclerosis
Megjelenés:
Brain. - 146 : 11 (2023), p. 4633-4644. -
További szerzők:
Roos, Izanne
Simpson-Yap, Steve
Malpas, Charles
Sánchez, Marina M.
Ozakbas, Serkan
Horakova, Dana
Havrdova, Eva
Patti, Francesco
Alroughani, Raed
Izquierdo, Guillermo
Eichau, Sara
Boz, Cavit
Zakaria, Magd
Onofrj, Marco
Lugaresi, Alessandra
Weinstock-Guttman, Bianca
Prat, Alexandre
Girard, Marc
Duquette, Pierre
Terzi, Murat
Amato, Maria Pia
Karabudak, Rana
Grand'Maison, Francois
Khoury, Samia J.
Grammond, Pierre
Lechner-Scott, Jeannette
Buzzard, Katherine
Skibina, Olga
Walt, Anneke van der
Butzkueven, Helmut
Turkoglu, Recai
Altintas, Ayse
Maimone, Davide
Kermode, Allan G.
Shalaby, Nevin
Pesch, Vincent van
Butler, Ernest
Sidhom, Youssef
Gouider, Riadh
Mrabet, Saloua
Gerlach, Oliver
Soysal, Aysun
Barnett, Michael
Kuhle, Jens
Hughes, Stella
Sá, Maria José
Hodgkinson, Suzanne
Oreja-Guevara, Celia
Ampapa, Radek
Petersen, Thor
Ramo-Tello, Cristina
Spitaleri, Daniele
McCombe, Pamela
Taylor, Bruce V.
Prevost, Julie
Foschi, Matteo
Slee, Mark
McGuigan, Christopher
Laureys, Guy
Hijfte, Liesbeth V.
de Gans, Koen
Solaro, Claudio
Oh, Jiwon
Macdonell, Richard
Aguera-Morales, Eduardo
Singhal, Bhim
Gray, Orla
Garber, Justin
Van Wijmeersch, Bart
Simu, Mihaela
Castillo Triviño, Tamara
Sanchez-Menoyo, Jose
Khurana, Dheeraj
Al-Asmi, Abdullah
Al-Harbi, Talal
Deri, Norma
Fragoso, Yara
Lalive, Patrice H.
Sinnige, L. G. F.
Shaw, Cameron
Shuey, Neil
Csépány Tünde (1956-) (neurológus, pszichiáter)
Sempere, Perez A.
Moore, Fraser
Decoo, Danny
Willekens, Barbara
Gobbi, Claudio
Massey, Jennifer
Hardy, Todd A.
Parratt, John
Kalincik, Tomas
the MSBase investigators
Internet cím:
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