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1.
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:
2.
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:
3.
001-es BibID:
BIBFORM103015
035-os BibID:
(cikkazonosító)155 (Scopus)85130953245 (Wos)000805581400002
Első szerző:
Lefort, Mathilde
Cím:
Impact of methodological choices in comparative effectiveness studies : application in natalizumab versus fingolimod comparison among patients with multiple sclerosis / Lefort M., Sharmin S., Andersen J. B., Vukusic S., Casey R., Debouverie M., Edan G., Ciron J., Ruet A., De Seze J., Maillart E., Zephir H., Labauge P., Defer G., Lebrun-Frenay C., Moreau T., Berger E., Clavelou P., Pelletier J., Stankoff B., Gout O., Thouvenot E., Heinzlef O., Al-Khedr A., Bourre B., Casez O., Cabre P., Montcuquet A., Wahab A., Camdessanché J. P., Maurousset A., Ben Nasr H., Hankiewicz K., Pottier C., Maubeuge N., Dimitri-Boulos D., Nifle C., Laplaud D. A., Horakova D., Havrdova E. K., Alroughani R., Izquierdo G., Eichau S., Ozakbas S., Patti F., Onofrj M., Lugaresi A., Terzi M., Grammond P., Grand'Maison F., Yamout B., Prat A., Girard M., Duquette P., Boz C., Trojano M., McCombe P., Slee M., Lechner-Scott J., Turkoglu R., Sola P., Ferraro D., Granella F., Shaygannejad V., Prevost J., Maimone D., Skibina O., Buzzard K., Van der Walt A., Karabudak R., Van Wijmeersch B., Csepany T., Spitaleri D., Vucic S., Koch-Henriksen N., Sellebjerg F., Soerensen P. S., Hilt Christensen C. C., Rasmussen P. V., Jensen M. B., Frederiksen J. L., Bramow S., Mathiesen H. K., Schreiber K. I., Butzkueven H., Magyari M., Kalincik T., Leray E.
Dátum:
2022
ISSN:
1471-2288
Megjegyzések:
Background: Natalizumab and fingolimod are used as high-efficacy treatments in relapsing?remitting multiple sclerosis. Several observational studies comparing these two drugs have shown variable results, using diferent methods to control treatment indication bias and manage censoring. The objective of this empirical study was to elucidate the impact of methods of causal inference on the results of comparative effectiveness studies. Methods: Data from three observational multiple sclerosis registries (MSBase, the Danish MS Registry and French OFSEP registry) were combined. Four clinical outcomes were studied. Propensity scores were used to match or weigh the compared groups, allowing for estimating average treatment effect for treated or average treatment effect for the entire population. Analyses were conducted both in intention-to-treat and per-protocol frameworks. The impact of the positivity assumption was also assessed. Results: Overall, 5,148 relapsing?remitting multiple sclerosis patients were included. In this well-powered sample, the 95% confidence intervals of the estimates overlapped widely. Propensity scores weighting and propensity scores matching procedures led to consistent results. Some differences were observed between average treatment effect for the entire population and average treatment effect for treated estimates. Intention-to-treat analyses were more conservative than per-protocol analyses. The most pronounced irregularities in outcomes and propensity scores were introduced by violation of the positivity assumption. Conclusions: This applied study elucidates the influence of methodological decisions on the results of comparative effectiveness studies of treatments for multiple sclerosis. According to our results, there are no material differences between conclusions obtained with propensity scores matching or propensity scores weighting given that a study is sufficiently powered, models are correctly specified and positivity assumption is fulfilled.
Tárgyszavak:
Orvostudományok
Klinikai orvostudományok
idegen nyelvű folyóiratközlemény külföldi lapban
folyóiratcikk
Megjelenés:
BMC Medical Research Methodology. - 22 : 1 (2022), p. 1-14. -
További szerzők:
Sharmin, Sifat
Andersen, Johanna Balslev
Vukusic, Sandra
Casey, Romain
Debouverie, Marc
Edan, Gilles
Ciron, Jonathan
Ruet, Aurélie
De Seze, Jérôme
Maillart, Elisabeth
Zephir, Hélène
Labauge, Pierre
Defer, Gilles
Lebrun-Frenay, Christine
Moreau, Thibault
Berger, Eric
Clavelou, Pierre
Pelletier, Jean
Stankoff, Bruno
Gout, Olivier
Thouvenot, Eric
Heinzlef, Olivier
Al-Khedr, Abdullatif
Bourre, Bertrand
Casez, Olivier
Cabre, Philippe
Montcuquet, Alexis
Wahab, Abir
Camdessanche, Jean-Philippe
Maurousset, Aude
Ben Nasr, Haifa
Hankiewicz, Karolina
Pottier, Corinne
Maubeuge, Nicolas
Dimitri-Boulos, D.
Nifle, Chantal
Laplaud, David
Horakova, Dana
Havrdova, Eva
Alroughani, Raed
Izquierdo, Guillermo
Eichau, Sara
Ozakbas, Serkan
Patti, Francesco
Onofrj, Marco
Lugaresi, Alessandra
Terzi, Murat
Grammond, Pierre
Grand'Maison, Francois
Yamout, Bassem
Prat, Alexandre
Girard, Marc
Duquette, Pierre
Boz, Cavit
Trojano, Maria
McCombe, Pamela
Slee, Mark
Lechner-Scott, Jeannette
Turkoglu, Recai
Sola, Patrizia
Ferraro, Diana
Granella, Franco
Shaygannejad, Vahid
Prevost, Julie
Maimone, Davide
Skibina, Olga
Buzzard, Katherine
Walt, Anneke van der
Karabudak, Rana
Van Wijmeersch, Bart
Csépány Tünde (1956-) (neurológus, pszichiáter)
Spitaleri, Daniele
Vucic, Steve
Koch-Henriksen, Niels
Sellebjerg, Finn Thorup
Soerensen, Per Soelberg
Hilt Christensen, Claudia C.
Rasmussen, Peter Vestergaard
Jensen, Michael Broksgaard
Frederiksen, Jette Lautrup
Bramow, Stephan
Mathiesen, Henrik Kahr
Schreiber, Karen
Butzkueven, Helmut
Magyari Melinda
Kalincik, Tomas
Leray, Emmanuelle
Internet cím:
Szerző által megadott URL
DOI
Intézményi repozitóriumban (DEA) tárolt változat
Borító:
Saját polcon:
4.
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, Yamout 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:
5.
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:
Szerző által megadott URL
DOI
Intézményi repozitóriumban (DEA) tárolt változat
Borító:
Saját polcon:
6.
001-es BibID:
BIBFORM103010
035-os BibID:
(Wos)000697081200001 (Scopus)85115657202
Első szerző:
Sharmin, Sifat
Cím:
Natalizumab Versus Fingolimod in Patients with Relapsing-Remitting Multiple Sclerosis : a Subgroup Analysis From Three International Cohorts / Sharmin Sifat, Lefort Mathilde, Andersen Johanna Balslev, Leray Emmanuelle, Horakova Dana, Havrdova Eva Kubala, Alroughani Raed, Izquierdo Guillermo, Ozakbas Serkan, Patti Francesco, Onofrj Marco, Lugaresi Alessandra, Terzi Murat, Grammond Pierre, Grand'Maison Francois, Yamout Bassem, Prat Alexandre, Girard Marc, Duquette Pierre, Boz Cavit, Trojano Maria, McCombe Pamela, Slee Mark, Lechner-Scott Jeannette, Turkoglu Recai, Sola Patrizia, Ferraro Diana, Granella Franco, Prevost Julie, Maimone Davide, Skibina Olga, Buzzard Katherine, Van der Walt Anneke, Van Wijmeersch Bart, Csepany Tunde, Spitaleri Daniele, Vucic Steve, Casey Romain, Debouverie Marc, Edan Gilles, Ciron Jonathan, Ruet Aurélie, De Seze Jérome, Maillart Elisabeth, Zephir Hélene, Labauge Pierre, Defer Gilles, Lebrun-Frénay Christine, Moreau Thibault, Berger Eric, Clavelou Pierre, Pelletier Jean, Stankoff Bruno, Gout Olivier, Thouvenot Eric, Heinzlef Olivier, Al-Khedr Abullatif, Bourre Bertrand, Casez Olivier, Cabre Philippe, Montcuquet Alexis, Wahab Abir, Camdessanché Jean-Philippe, Maurousset Aude, Patry Ivania, Hankiewicz Karolina, Pottier Corinne, Maubeuge Nicolas, Labeyrie Céline, Nifle Chantal, Laplaud David, Koch-Henriksen Niels, Sellebjerg Finn Thorup, Soerensen Per Soelberg, Pfleger Claudia Christina, Rasmussen Peter Vestergaard, Jensen Michael Broksgaard, Frederiksen Jette Lautrup, Bramow Stephan, Mathiesen Henrik Kahr, Schreiber Karen Ingrid, Magyari Melinda, Vukusic Sandra, Butzkueven Helmut, Kalincik Tomas, Danish Multiple Sclerosis Registry, OFSEP and the MSBase investigators
Dátum:
2021
ISSN:
1172-7047
Megjegyzések:
Introduction Natalizumab has proved to be more efective than fngolimod in reducing disease activity in relapsing-remitting multiple sclerosis (RRMS). Whether this association is universal for all patient groups remains to be determined. Objective The aim of this study was to compare the relative efectiveness of natalizumab and fngolimod in RRMS subgroups defned by the baseline demographic and clinical characteristics of interest. Methods Patients with RRMS who were given natalizumab or fngolimod were identifed in a merged cohort from three international registries. Efcacy outcomes were compared across subgroups based on patients' sex, age, disease duration, Expanded Disability Status Scale (EDSS) score, and disease and magnetic resonance imaging (MRI) activity 12 months prior to treatment initiation. Study endpoints were number of relapses (analyzed with weighted negative binomial generalized linear model) and 6-month confrmed disability worsening and improvement events (weighted Cox proportional hazards model), recorded during study therapy. Each patient was weighted using inverse probability of treatment weighting based on propensity score. Results A total of 5148 patients (natalizumab 1989; fngolimod 3159) were included, with a mean ? standard deviation age at baseline of 38 ? 10 years, and the majority (72%) were women. The median on-treatment follow-up was 25 (quartiles 15?41) months. Natalizumab was associated with fewer relapses than fngolimod (incidence rate ratio [IRR]; 95% confdence interval [CI]) in women (0.76; 0.65?0.88); in those aged ? 38 years (0.64; 0.54?0.76); in those with disease duration ? 7 years (0.63; 0.53?0.76); in those with EDSS score < 4 (0.75; 0.64?0.88), < 6 (0.80; 0.70?0.91), and ? 6 (0.52; 0.31?0.86); and in patients with pre-baseline relapses (0.74; 0.64?0.86). A higher probability of confrmed disability improvement on natalizumab versus fngolimod (hazard ratio [HR]; 95% CI) was observed among women (1.36; 1.10?1.66); those aged > 38 years (1.34; 1.04?1.73); those with disease duration > 7 years (1.33; 1.01?1.74); those with EDSS score < 6 (1.21; 1.01?1.46) and ? 6 (1.93; 1.11?3.34); and patients with no new MRI lesion (1.73; 1.19?2.51). Conclusions Overall, in women, younger patients, those with shorter disease durations, and patients with pre-treatment relapses, natalizumab was associated with a lower frequency of multiple sclerosis relapses than fngolimod. It was also associated with an increased chance of recovery from disability among most patients, particularly women and those with no recent MRI activity.
Tárgyszavak:
Orvostudományok
Klinikai orvostudományok
idegen nyelvű folyóiratközlemény külföldi lapban
folyóiratcikk
multiple sclerosis natalizumab fingolimod
Megjelenés:
Cns Drugs. - 35 (2021), p. 1217-1232. -
További szerzők:
Lefort, Mathilde
Andersen, Johanna Balslev
Leray, Emmanuelle
Horakova, Dana
Havrdova, Eva
Alroughani, Raed
Izquierdo, Guillermo
Ozakbas, Serkan
Patti, Francesco
Onofrj, Marco
Lugaresi, Alessandra
Terzi, Murat
Grammond, Pierre
Grand'Maison, Francois
Yamout, Bassem
Prat, Alexandre
Girard, Marc
Duquette, Pierre
Boz, Cavit
Trojano, Maria
McCombe, Pamela
Slee, Mark
Lechner-Scott, Jeannette
Turkoglu, Recai
Sola, Patrizia
Ferraro, Diana
Granella, Franco
Prevost, Julie
Maimone, Davide
Skibina, Olga
Buzzard, Katherine
Walt, Anneke van der
Van Wijmeersch, Bart
Csépány Tünde (1956-) (neurológus, pszichiáter)
Spitaleri, Daniele
Vucic, Steve
Casey, Romain
Debouverie, Marc
Edan, Gilles
Ciron, Jonathan
Ruet, Aurélie
De Seze, Jérôme
Maillart, Elisabeth
Zephir, Hélène
Labauge, Pierre
Defer, Gilles
Lebrun-Frenay, Christine
Moreau, Thibault
Berger, Eric
Clavelou, Pierre
Pelletier, Jean
Stankoff, Bruno
Gout, Olivier
Thouvenot, Eric
Heinzlef, Olivier
Al-Khedr, Abdullatif
Bourre, Bertrand
Casez, Olivier
Cabre, Philippe
Montcuquet, Alexis
Wahab, Abir
Camdessanche, Jean-Philippe
Maurousset, Aude
Patry, Ivania
Hankiewicz, Karolina
Pottier, Corinne
Maubeuge, Nicolas
Labeyrie, Céline
Nifle, Chantal
Laplaud, David
Koch-Henriksen, Niels
Sellebjerg, Finn Thorup
Soerensen, Per Soelberg
Pfleger, Claudia Christina
Rasmussen, Peter Vestergaard
Jensen, Michael Broksgaard
Frederiksen, Jette Lautrup
Bramow, Stephan
Mathiesen, Henrik Kahr
Schreiber, Karen
Magyari Melinda
Vukusic, Sandra
Butzkueven, Helmut
Kalincik, Tomas
Danish Multiple Sclerosis Registry
OFSEP and the MSBase investigators
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