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001-es BibID:BIBFORM126277
035-os BibID:(scopus)85201493485
Első szerző:De Brouwer, Edward
Cím:Machine-learning-based prediction of disability progression in multiple sclerosis : an observational, international, multi-center study / De Brouwer E., Becker T., Werthen-Brabants L., Dewulf P., Iliadis D., Dekeyser C., Laureys G., Van Wijmeersch B., Popescu V., Dhaene T., Deschrijver D., Waegeman W., De Baets B., Stock M., Horakova D., Patti F., Izquierdo G., Eichau S., Girard M., Prat A., Lugaresi A., Grammond P., Kalincik T., Alroughani R., Grand'Maison F., Skibina O., Terzi M., Lechner-Scott J., Gerlach O., Khoury S. J., Cartechini E., Van Pesch V., Sa M. J., Weinstock-Guttman B., Blanco Y., Ampapa R., Spitaleri D., Solaro C., Maimone D., Soysal A., Iuliano G., Gouider R., Castillo-Trivino T., Sánchez-Menoyo J. L., Laureys G., van der Walt A., Oh J., Aguera-Morales E., Altintas A., Al-Asmi A., de Gans K., Fragoso Y., Csepany T., Hodgkinson S., Deri N., Al-Harbi T., Taylor B., Gray O., Lalive P., Rozsa C., McGuigan C., Kermode A., Sempere A. P., Mihaela S., Simo M., Hardy T., Decoo D., Hughes S., Grigoriadis N., Sas A., Vella N., Moreau Y., Peeters L.
Dátum:2024
ISSN:2767-3170
Megjegyzések:Background Disability progression is a key milestone in the disease evolution of people with multiple sclerosis (PwMS). Prediction models of the probability of disability progression have not yet reached the level of trust needed to be adopted in the clinic. A common benchmark to assess model development in multiple sclerosis is also currently lacking. Methods Data of adult PwMS with a follow-up of at least three years from 146 MS centers, spread over 40 countries and collected by the MSBase consortium was used. With basic inclusion criteria for quality requirements, it represents a total of 15, 240 PwMS. External validation was performed and repeated five times to assess the significance of the results. Transparent Reporting for Individual Prognosis Or Diagnosis (TRIPOD) guidelines were followed. Confirmed disability progression after two years was predicted, with a confirmation window of six months. Only routinely collected variables were used such as the expanded disability status scale, treatment, relapse information, and MS course. To learn the probability of disability progression, state-of-the-art machine learning models were investigated. The discrimination performance of the models is evaluated with the area under the receiver operator curve (ROC-AUC) and under the precision recall curve (AUC-PR), and their calibration via the Brier score and the expected calibration error. All our preprocessing and model code are available at https://gitlab.com/edebrouwer/ms_benchmark, making this task an ideal benchmark for predicting disability progression in MS. Findings Machine learning models achieved a ROC-AUC of 0?71 ? 0?01, an AUC-PR of 0?26 ? 0?02, a Brier score of 0?1 ? 0?01 and an expected calibration error of 0?07 ? 0?04. The history of disability progression was identified as being more predictive for future disability progression than the treatment or relapses history. Conclusions Good discrimination and calibration performance on an external validation set is achieved, using only routinely collected variables. This suggests machine-learning models can reliably inform clinicians about the future occurrence of progression and are mature for a clinical impact study.
Tárgyszavak:Orvostudományok Klinikai orvostudományok idegen nyelvű folyóiratközlemény külföldi lapban
folyóiratcikk
Machine learning
disability progression
multiple sclerosis
Megjelenés:PLOS Digital Health. - 3 : 7 (2024), p. 1-25. -
További szerzők:Becker, Thijs Werthen-Brabants, Lorin Dewulf, Pieter Iliadis, Dimitrios Dekeyser, Cathérine Laureys, Guy Wijmeersch, Bart Van Popescu, Veronica Dhaene, Tom Deschrijver, Dirk Waegeman, Willem De Baets, Bernard Stock, Michael J. Horakova, Dana Patti, Francesco Izquierdo, Guillermo Eichau, Sara Girard, Marc Prat, Alexandre Lugaresi, Alessandra Grammond, Pierre Kalincik, Tomas Alroughani, Raed Grand'Maison, Francois Skibina, Olga Terzi, Murat Lechner-Scott, Jeannette Gerlach, Oliver Khoury, Samia J. Cartechini, Elisabetta Pesch, Vincent van Sá, Maria José Weinstock-Guttman, Bianca Blanco, Yolanda Ampapa, Radek Spitaleri, Daniele Solaro, Claudio Maimone, Davide Soysal, Aysun Iuliano, Gerardo Gouider, Riadh Castillo Triviño, Tamara Sanchez-Menoyo, Jose Laureys, Guy (Universitary Hospital Ghent) Walt, Anneke van der Oh, Jiwon Aguera-Morales, Eduardo Altintas, Ayse Al-Asmi, Abdullah de Gans, Koen Fragoso, Yara Csépány Tünde (1956-) (neurológus, pszichiáter) Hodgkinson, Suzanne Deri, Norma Al-Harbi, Talal Taylor, Bruce V. Gray, Orla Lalive, Patrice H. Rózsa Csilla McGuigan, Christopher Kermode, Allan G. Sempere, Perez A. Mihaela, Simu Simó Magdolna Hardy, Todd A. Decoo, Danny Hughes, Stella Grigoriadis, Nikolaos Sas Attila Vella Norbert Moreau, Yves Peeters, Liesbet
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2.

001-es BibID:BIBFORM119146
035-os BibID:(scopus)85177103067 (wos)001030569800001
Első szerző:Diouf, Ibrahima
Cím:Effectiveness of multiple disease-modifying therapies in relapsing-remitting multiple sclerosis : causal inference to emulate a multiarm randomised trial / Diouf Ibrahima, Malpas Charles B., Sharmin Sifat, Roos Izanne, Horakova Dana, Kubala Havrdova Eva, Patti Francesco, Shaygannejad Vahid, Ozakbas Serkan, Eichau Sara, Onofrj Marco, Lugaresi Alessandra, Alroughani Raed, Prat Alexandre, Duquette Pierre, Terzi Murat, Boz Cavit, Grand'Maison Francois, Sola Patrizia, Ferraro Diana, Grammond Pierre, Yamout Bassem, Altintas Ayse, Gerlach Oliver, Lechner-Scott Jeannette, Bergamaschi Roberto, Karabudak Rana, Iuliano Gerardo, McGuigan Christopher, Cartechini Elisabetta, Hughes Stella, Sa Maria Jose, Solaro Claudio, Kappos Ludwig, Hodgkinson Suzanne, Slee Mark, Granella Franco, de Gans Koen, McCombe Pamela A., Ampapa Radek, van der Walt Anneke, Butzkueven Helmut, Sánchez-Menoyo José Luis, Vucic Steve, Laureys Guy, Sidhom Youssef, Gouider Riadh, Castillo-Trivino Tamara, Gray Orla, Aguera-Morales Eduardo, Al-Asmi Abdullah, Shaw Cameron, Al-Harbi Talal M., Csepany Tunde, Sempere Angel P., Trevino Frenk Irene, Stuart Elizabeth A., Kalincik Tomas
Dátum:2023
ISSN:0022-3050
Megjegyzések:Background Simultaneous comparisons of multiple disease-modifying therapies for relapsing-remitting multiple sclerosis (RRMS) over an extended follow-up are lacking. Here we emulate a randomised trial simultaneously comparing the effectiveness of six commonly used therapies over 5 years. Methods Data from 74 centres in 35 countries were sourced from MSBase. For each patient, the first eligible intervention was analysed, censoring at change/discontinuation of treatment. The compared interventions included natalizumab, fingolimod, dimethyl fumarate, teriflunomide, interferon beta, glatiramer acetate and no treatment. Marginal structural Cox models (MSMs) were used to estimate the average treatment effects (ATEs) and the average treatment effects among the treated (ATT), rebalancing the compared groups at 6-monthly intervals on age, sex, birth-year, pregnancy status, treatment, relapses, disease duration, disability and disease course. The outcomes analysed were incidence of relapses, 12-month confirmed disability worsening and improvement. Results 23 236 eligible patients were diagnosed with RRMS or clinically isolated syndrome. Compared with glatiramer acetate (reference), several therapies showed a superior ATE in reducing relapses: natalizumab (HR=0.44, 95% CI=0.40 to 0.50), fingolimod (HR=0.60, 95% CI=0.54 to 0.66) and dimethyl fumarate (HR=0.78, 95% CI=0.66 to 0.92). Further, natalizumab (HR=0.43, 95% CI=0.32 to 0.56) showed a superior ATE in reducing disability worsening and in disability improvement (HR=1.32, 95% CI=1.08 to 1.60). The pairwise ATT comparisons also showed superior effects of natalizumab followed by fingolimod on relapses and disability. Conclusions The effectiveness of natalizumab and fingolimod in active RRMS is superior to dimethyl fumarate, teriflunomide, glatiramer acetate and interferon beta. This study demonstrates the utility of MSM in emulating trials to compare clinical effectiveness among multiple interventions simultaneously.
Tárgyszavak:Orvostudományok Klinikai orvostudományok idegen nyelvű folyóiratközlemény külföldi lapban
folyóiratcikk
MULTIPLE SCLEROSIS
STATISTICS
Megjelenés:Journal Of Neurology Neurosurgery And Psychiatry. - 94 : 12 (2023), p. 1004-1011. -
További szerzők:Malpas, Charles B. Sharmin, Sifat Roos, Izanne Horakova, Dana Kubala Havrdova, Eva Patti, Francesco Shaygannejad, Vahid Ozakbas, Serkan Eichau, Sara Onofrj, Marco Lugaresi, Alessandra Alroughani, Raed Prat, Alexandre Duquette, Pierre Terzi, Murat Boz, Cavit Grand'Maison, Francois Sola, Patrizia Ferraro, Diana Grammond, Pierre Yamout, Bassem Altintas, Ayse Gerlach, Oliver Lechner-Scott, Jeannette Bergamaschi, Roberto Karabudak, Rana Iuliano, Gerardo McGuigan, Christopher Cartechini, Elisabetta Hughes, Stella Sá, Maria José Solaro, Claudio Kappos, Ludwig Hodgkinson, Suzanne Slee, Mark Granella, Franco de Gans, Koen McCombe, Pamela Ampapa, Radek Walt, Anneke van der Butzkueven, Helmut Sanchez-Menoyo, Jose Vucic, Steve Laureys, Guy Sidhom, Youssef Gouider, Riadh Castillo Triviño, Tamara Gray, Orla Aguera-Morales, Eduardo Al-Asmi, Abdullah Shaw, Cameron Al-Harbi, Talal Csépány Tünde (1956-) (neurológus, pszichiáter) Sempere, Perez A. Trevino-Frenk, Irene Stuart, Elizabeth A. Kalincik, Tomas
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3.

001-es BibID:BIBFORM107545
035-os BibID:(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 Wijmeersch, Bart Van 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
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4.

001-es BibID:BIBFORM126269
035-os BibID:(scopus)85164541334 (wos)000999038400003
Első szerző:Kalincik, Tomas
Cím:Comparative Effectiveness of Autologous Hematopoietic Stem Cell Transplant vs Fingolimod, Natalizumab, and Ocrelizumab in Highly Active Relapsing-Remitting Multiple Sclerosis / Tomas Kalincik, Sifat Sharmin, Izanne Roos, Mark S. Freedman, Harold Atkins, Joachim Burman, Jennifer Massey, Ian Sutton, Barbara Withers, Richard Macdonell, Andrew Grigg, øivind Torkildsen, Lars Bo, Anne Kristine Lehmann, Eva Kubala Havrdova, Eva Krasulova, Marek Trneny, Tomas Kozak, Anneke van der Walt, Helmut Butzkueven, Pamela McCombe, Olga Skibina, Jeannette Lechner-Scott, Barbara Willekens, Elisabetta Cartechini, Serkan Ozakbas, Raed Alroughani, Jens Kuhle, Francesco Patti, Pierre Duquette, Alessandra Lugaresi, Samia J. Khoury, Mark Slee, Recai Turkoglu, Suzanne Hodgkinson, Nevin John, Davide Maimone, Maria Jose Sa, Vincent van Pesch, Oliver Gerlach, Guy Laureys, Liesbeth Van Hijfte, Rana Karabudak, Daniele Spitaleri, Tunde Csepany, Riadh Gouider, Tamara Castillo-Trivino, Bruce Taylor, Basil Sharrack, John A. Snowden, MSBase Study Group Collaborators
Dátum:2023
ISSN:2168-6149 2168-6157
Megjegyzések:IMPORTANCE Autologous hematopoietic stem cell transplant (AHSCT) is available for treatment of highly active multiple sclerosis (MS). OBJECTIVE To compare the effectiveness of AHSCT vs fingolimod, natalizumab, and ocrelizumab in relapsing-remitting MS by emulating pairwise trials. DESIGN, SETTING, AND PARTICIPANTS This comparative treatment effectiveness study included 6 specialist MS centers with AHSCT programs and international MSBase registry between 2006 and 2021. The study included patients with relapsing-remitting MS treated with AHSCT, fingolimod, natalizumab, or ocrelizumab with 2 or more years study follow-up including 2 or more disability assessments. Patients were matched on a propensity score derived from clinical and demographic characteristics. EXPOSURE AHSCT vs fingolimod, natalizumab, or ocrelizumab. MAIN OUTCOMES Pairwise-censored groups were compared on annualized relapse rates (ARR) and freedom from relapses and 6-month confirmed Expanded Disability Status Scale (EDSS) score worsening and improvement. RESULTS Of 4915 individuals, 167 were treated with AHSCT; 2558, fingolimod; 1490, natalizumab; and 700, ocrelizumab. The prematch AHSCT cohort was younger and with greater disability than the fingolimod, natalizumab, and ocrelizumab cohorts; thematched groups were closely aligned. The proportion ofwomen ranged from65% to70%,and themean (SD)age ranged from 35.3 (9.4) to 37.1 (10.6) years. The mean (SD) disease duration ranged from 7.9 (5.6) to 8.7 (5.4) years, EDSS score ranged from 3.5 (1.6) to 3.9 (1.9), and frequency of relapses ranged from0.77 (0.94) to0.86 (0.89) in the preceding year. Compared with the fingolimod group (769 [30.0%]), AHSCT (144 [86.2%]) was associated with fewer relapses (ARR: mean [SD], 0.09 [0.30] vs 0.20 [0.44]), similar risk of disability worsening (hazard ratio [HR], 1.70; 95% CI, 0.91-3.17), and higher chance of disability improvement (HR, 2.70; 95% CI, 1.71-4.26) over 5 years. Compared with natalizumab (730 [49.0%]), AHSCT (146 [87.4%]) was associated withmarginally lower ARR (mean [SD],0.08 [0.31]vs0.10 [0.34]), similar risk of disabilityworsening (HR, 1.06; 95% CI,0.54-2.09), and higher chance of disability improvement (HR, 2.68; 95% CI, 1.72-4.18) over 5 years. AHSCT (110 [65.9%]) and ocrelizumab (343 [49.0%])were associatedwith similarARR (mean [SD],0.09 [0.34]vs0.06 [0.32]), disability worsening (HR, 1.77; 95% CI, 0.61-5.08), and disability improvement (HR, 1.37; 95% CI, 0.66-2.82) over 3 years. AHSCT-related mortality occurred in 1 of 159 patients (0.6%). CONCLUSION In this study, the association of AHSCT with preventing relapses and facilitating recovery from disability was considerably superior to fingolimod and marginally superior to natalizumab. This study did not find evidence for difference in the effectiveness of AHSCT and ocrelizumab over a shorter available follow-up time.
Tárgyszavak:Orvostudományok Klinikai orvostudományok idegen nyelvű folyóiratközlemény külföldi lapban
folyóiratcikk
AHSCT
Fingolimod
Natalizumab
Ocrelizumab
multiple sclerosis
Megjelenés:JAMA Neurology. - 80 : 7 (2023), p. 702-713. -
További szerzők:Sharmin, Sifat Roos, Izanne Freedman, Mark S. Atkins, Harold Burman, Joachim Massey, Jennifer Sutton, Ian Withers, Barbara Macdonell, Richard Grigg, Andrew Torkildsen, øivind Bo, Lars Lehmann, Anne Kristine Kubala Havrdova, Eva Krasulova, Eva Trneny, Marek Kozak, Tomas Walt, Anneke van der Butzkueven, Helmut McCombe, Pamela Skibina, Olga Lechner-Scott, Jeannette Willekens, Barbara Cartechini, Elisabetta Ozakbas, Serkan Alroughani, Raed Kuhle, Jens Patti, Francesco Duquette, Pierre Lugaresi, Alessandra Khoury, Samia J. Slee, Mark Turkoglu, Recai Hodgkinson, Suzanne John, Nevin Maimone, Davide José Sá, Maria Pesch, Vincent van Gerlach, Oliver Laureys, Guy Van Hijfte, Liesbeth Karabudak, Rana Spitaleri, Daniele Csépány Tünde (1956-) (neurológus, pszichiáter) Gouider, Riadh Castillo Triviño, Tamara Taylor, Bruce V. Sharrack, Basil Snowden, John A. MSBase Study Group
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5.

001-es BibID:BIBFORM126432
035-os BibID:(WoS)001077004600002 (Scopus)85181761016
Első szerző:Li, Ying
Cím:Examining the environmental risk factors of progressive-onset and relapsing-onset multiple sclerosis : recruitment challenges, potential bias, and statistical strategies / Li Y., Saul A., Taylor B., Ponsonby A. L., Simpson-Yap S., Blizzard L., Broadley S., Lechner-Scott J., Ausimmune/AusLong Investigators Group, Karabudak R., Patti F., Eichau S., Onofrj M., Ozakbas S., Horakova D., Kubala Havrdova E., Grand'Maison F., Alroughani R., Gerlach O., Amato M. P., Altintas A., Girard M., Duquette P., Blanco Y., Ramo-Tello C., Laureys G., Kalincik T., Khoury S. J., Shaygannejad V., Etemadifar M., Singhal B., Mrabet S., Foschi M., Habek M., John N., Hughes S., McCombe P., Ampapa R., van der Walt A., Butzkueven H., de Gans K., McGuigan C., Oreja-Guevara C., Sa M. J., Petersen T., Al-Harbi T., Sempere A. P., Van Wijmeersch B., Grigoriadis N., Prevost J., Gray O., Castillo-Trivino T., Macdonell R., Lugaresi A., Sajedi S. A., MSBase, van der Mei I.
Dátum:2024
ISSN:0340-5354
Megjegyzések:It is unknown whether the currently known risk factors of multiple sclerosis reflect the etiology of progressive-onset multiple sclerosis (POMS) as observational studies rarely included analysis by type of onset. We designed a case-control study to examine associations between environmental factors and POMS and compared effect sizes to relapse-onset MS (ROMS), which will offer insights into the etiology of POMS and potentially contribute to prevention and intervention practice. This study utilizes data from the Primary Progressive Multiple Sclerosis (PPMS) Study and the Australian Multi-center Study of Environment and Immune Function (the AusImmune Study). This report outlines the conduct of the PPMS Study, whether the POMS sample is representative, and the planned analysis methods. The study includes 155 POMS, 204 ROMS, and 558 controls. The distributions of the POMS were largely similar to Australian POMS patients in the MSBase Study, with 54.8% female, 85.8% POMS born before 1970, mean age of onset of 41.44 ? 8.38 years old, and 67.1% living between 28.9 and 39.4? S. The POMS were representative of the Australian POMS population. There are some differences between POMS and ROMS/controls (mean age at interview: POMS 55 years vs. controls 40 years; sex: POMS 53% female vs. controls 78% female; location of residence: 14.3% of POMS at a latitude ? 28.9?S vs. 32.8% in controls), which will be taken into account in the analysis. We discuss the methodological issues considered in the study design, including prevalence-incidence bias, cohort effects, interview bias and recall bias, and present strategies to account for it. Associations between exposures of interest and POMS/ROMS will be presented in subsequent publications.
Tárgyszavak:Orvostudományok Klinikai orvostudományok idegen nyelvű folyóiratközlemény külföldi lapban
folyóiratcikk
Bias
Case-control
Environmental factors
Progressive-onset multiple sclerosis
Subject recruitment.
Megjelenés:Journal Of Neurology. - 271 : 1 (2024), p. 472-485. -
További szerzők:Saul, Alice Taylor, Bruce V. Ponsonby, Anne-Louise Simpson-Yap, Steve Blizzard, Leigh Broadley, Simon Lechner-Scott, Jeannette Karabudak, Rana Patti, Francesco Eichau, Sara Onofrj, Marco Ozakbas, Serkan Horakova, Dana Kubala Havrdova, Eva Grand'Maison, Francois Alroughani, Raed Gerlach, Oliver Amato, Maria Pia Altintas, Ayse Girard, Marc Duquette, Pierre Blanco, Yolanda Ramo-Tello, Cristina Laureys, Guy Kalincik, Tomas Khoury, Samia J. Shaygannejad, Vahid Etemadifar, Masoud Singhal, Bhim Mrabet, Saloua Foschi, Matteo Habek, Mario John, Nevin Hughes, Stella McCombe, Pamela Ampapa, Radek Walt, Anneke van der Butzkueven, Helmut de Gans, Koen McGuigan, Christopher Oreja-Guevara, Celia Sá, Maria José Petersen, Thor Al-Harbi, Talal Sempere, Perez A. Wijmeersch, Bart Van Grigoriadis, Nikolaos Prevost, Julie Gray, Orla Castillo Triviño, Tamara Macdonell, Richard Lugaresi, Alessandra Sajedi, Seyed Aidin Mei, Ingrid van der Csépány Tünde (1956-) (neurológus, pszichiáter) Ausimmune/AusLong Investigators Group MSBase Study Group
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6.

001-es BibID:BIBFORM132947
035-os BibID:(scopus)105011413182 (wos)001536298500003
Első szerző:Pirmani, Ashkan
Cím:Personalized federated learning for predicting disability progression in multiple sclerosis using real-world routine clinical data / Pirmani Ashkan, De Brouwer Edward, Arany Ádám, Oldenhof Martijn, Passemiers Antoine, Faes Axel, Kalincik Tomas, Ozakbas Serkan, Gouider Riadh, Willekens Barbara, Horakova Dana, Havrdova Eva Kubala, Patti Francesco, Prat Alexandre, Lugaresi Alessandra, Tomassini Valentina, Grammond Pierre, Cartechini Elisabetta, Roos Izanne, Boz Cavit, Alroughani Raed, Amato Maria Pia, Buzzard Katherine, Lechner-Scott Jeannette, Guimaraes Joana, Solaro Claudio, Gerlach Oliver, Soysal Aysun, Kuhle Jens, Sanchez-Menoyo Jose Luis, Spitaleri Daniele, Csepany Tunde, Van Wijmeersch Bart, Ampapa Radek, Prevost Julie, Khoury Samia J., Van Pesch Vincent, John Nevin, Maimone Davide, Weinstock-Guttman Bianca, Laureys Guy, McCombe Pamela, Blanco Yolanda, Altintas Ayse, Al-Asmi Abdullah, Garber Justin, Van der Walt Anneke, Butzkueven Helmut, de Gans Koen, Rozsa Csilla, Taylor Bruce, Al-Harbi Talal, Sas Attila, Rajda Cecilia, Gray Orla, Decoo Danny, Carroll William M., Kermode Allan G., Fabis-Pedrini Marzena, Mason Deborah, Perez-Sempere Angel, Simu Mihaela, Shuey Neil, Singhal Bhim, Cauchi Marija, Hardy Todd A., Ramanathan Sudarshini, Lalive Patrice, Sirbu Carmen-Adella, Hughes Stella, Castillo Trivino Tamara, Peeters Liesbet M., Moreau Yves
Dátum:2025
ISSN:2398-6352
Megjegyzések:Early prediction of disability progression in multiple sclerosis (MS) remains challenging despite its critical importance for therapeutic decision-making. We present the first systematic evaluation of personalized federated learning (PFL) for 2-year MS disability progression prediction, leveraging multi-center real-world data from over 26,000 patients. While conventional federated learning (FL) enables privacy-aware collaborative modeling, it remains vulnerable to institutional data heterogeneity. PFL overcomes this challenge by adapting shared models to local data distributions without compromising privacy. We evaluated two personalization strategies: a novel AdaptiveDualBranchNet architecture with selective parameter sharing, and personalized fine-tuning of global models, benchmarked against centralized and client-specific approaches. Baseline FL underperformed relative to personalized methods, whereas personalization significantly improved performance, with personalized FedProx and FedAVG achieving ROC-AUC scores of 0.8398 ? 0.0019 and 0.8384 ? 0.0014, respectively. These findings establish personalization as critical for scalable, privacy-aware clinical prediction models and highlight its potential to inform earlier intervention strategies in MS and beyond.
Tárgyszavak:Orvostudományok Klinikai orvostudományok idegen nyelvű folyóiratközlemény külföldi lapban
folyóiratcikk
Megjelenés:npj Digital Medicine. - 8 : 1 (2025), p. 1-15. -
További szerzők:De Brouwer, Edward Arany Ádám Oldenhof, Martijn Passemiers, Antoine Faes, Axel Kalincik, Tomas Ozakbas, Serkan Gouider, Riadh Willekens, Barbara Horakova, Dana Havrdova, Eva Patti, Francesco Prat, Alexandre Lugaresi, Alessandra Tomassini, Valentina Grammond, Pierre Cartechini, Elisabetta Roos, Izanne Boz, Cavit Alroughani, Raed Amato, Maria Pia Buzzard, Katherine Lechner-Scott, Jeannette Guimaraes, Joana Solaro, Claudio Gerlach, Oliver Soysal, Aysun Kuhle, Jens Sanchez-Menoyo, Jose Spitaleri, Daniele Csépány Tünde (1956-) (neurológus, pszichiáter) Wijmeersch, Bart Van Ampapa, Radek Prevost, Julie Khoury, Samia J. Pesch, Vincent van John, Nevin Maimone, Davide Weinstock-Guttman, Bianca Laureys, Guy (Universitary Hospital Ghent) McCombe, Pamela Blanco, Yolanda Altintas, Ayse Al-Asmi, Abdullah Garber, Justin Walt, Anneke van der Butzkueven, Helmut de Gans, Koen Rózsa Csilla Taylor, Bruce V. Al-Harbi, Talal Sas Attila Rajda Cecília Gray, Orla Decoo, Danny Carroll, William M. Kermode, Allan G. Fabis-Pedrini, Marzena Mason, Deborah Perez-Sempere, Angel Simu, Mihaela Shuey, Neil Singhal, Bhim Cauchi, Marija Hardy, Todd A. Ramanathan, Sudarshini Lalive, Patrice H. Sirbu, Carmen-Adella Hughes, Stella Castillo Triviño, Tamara Peeters, Liesbet Moreau, Yves
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Borító:

7.

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 Wijmeersch, Bart Van 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
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Intézményi repozitóriumban (DEA) tárolt változat
Borító:

8.

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
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Intézményi repozitóriumban (DEA) tárolt változat
Borító:

9.

001-es BibID:BIBFORM094875
035-os BibID:(WoS)000677275500001 (Scopus)85099300704
Első szerző:Roos, Izanne
Cím:Determinants of therapeutic lag in multiple sclerosis / Izanne Roos, Emmanuelle Leray, Federico Frascoli, Romain Casey, J. William L. Brown, Dana Horakova, Eva Kubala Havrdova, Marc Debouverie, Maria Trojano, Francesco Patti, Guillermo Izquierdo, Sara Eichau, Gilles Edan, Alexandre Prat, Marc Girard, Pierre Duquette, Marco Onofrj, Alessandra Lugaresi, Pierre Grammond, Jonathan Ciron , Aurélie Ruet, Serkan Ozakbas, Jérôme De Seze, Céline Louapre, Hélène Zephir, Maria José Sá, Patrizia Sola, Diana Ferraro, Pierre Labauge, Gilles Defer, Roberto Bergamaschi, Christine Lebrun-Frenay, Cavit Boz, Elisabetta Cartechini, Thibault Moreau, David Laplaud, Jeannette Lechner-Scott, Francois Grand'Maison, Oliver Gerlach, Murat Terzi, Franco Granella, Raed Alroughani, Gerardo Iuliano, Vincent Van Pesch, Bart Van Wijmeersch, Daniele L. A. Spitaleri, Aysun Soysal, Eric Berger, Julie Prevost, Eduardo Aguera-Morales, Pamela McCombe, Tamara Castillo Triviño, Pierre Clavelou, Jean Pelletier, Recai Turkoglu, Bruno Stankoff, Olivier Gout, Eric Thouvenot, Olivier Heinzlef, Youssef Sidhom, Riadh Gouider, Tunde Csepany, Bertrand Bourre, Abdullatif Al Khedr, Olivier Casez, Philippe Cabre, Alexis Montcuquet, Abir Wahab, Jean-Philippe Camdessanche, Aude Maurousset, Ivania Patry, Karolina Hankiewicz, Corinne Pottier, Nicolas Maubeuge, Céline Labeyrie, Chantal Nifle, Alasdair Coles, Charles B. Malpas, Sandra Vukusic, Helmut Butzkueven, Tomas Kalincik, MSBase and OFSEP study groups
Dátum:2021
ISSN:1352-4585
Megjegyzések:Background: A delayed onset of treatment effect, termed therapeutic lag, may influence the assessment of treatment response in some patient subgroups. Objectives: The objective of this study is to explore the associations of patient and disease characteristics with therapeutic lag on relapses and disability accumulation. Methods: Data from MSBase, a multinational multiple sclerosis (MS) registry, and OFSEP, the French MS registry, were used. Patients diagnosed with MS, minimum 1 year of exposure to MS treatment and 3 years of pre-treatment follow-up, were included in the analysis. Studied outcomes were incidence of relapses and disability accumulation. Therapeutic lag was calculated using an objective, validated method in subgroups stratified by patient and disease characteristics. Therapeutic lag under specific circumstances was then estimated in subgroups defined by combinations of clinical and demographic determinants. Results: High baseline disability scores, annualised relapse rate (ARR) ? 1 and male sex were associated with longer therapeutic lag on disability progression in sufficiently populated groups: females with expanded disability status scale (EDSS) < 6 and ARR < 1 had mean lag of 26.6 weeks (95% CI = 18.2-34.9), males with EDSS < 6 and ARR < 1 31.0 weeks (95% CI = 25.3-36.8), females with EDSS < 6 and ARR ? 1 44.8 weeks (95% CI = 24.5-65.1), and females with EDSS ? 6 and ARR < 1 54.3 weeks (95% CI = 47.2-61.5). Conclusions: Pre-treatment EDSS and ARR are the most important determinants of therapeutic lag.
Tárgyszavak:Orvostudományok Klinikai orvostudományok idegen nyelvű folyóiratközlemény külföldi lapban
folyóiratcikk
Neurology
multiple sclerosis
observational study
therapeutic lag
Megjelenés:Multiple Sclerosis. - 27 : 12 (2021), p. 1838-1851. -
További szerzők:Leray, Emmanuelle Frascoli, Federico Casey, Romain Brown, J. William L. Horakova, Dana Havrdova, Eva Debouverie, Marc Trojano, Maria Patti, Francesco Izquierdo, Guillermo Eichau, Sara Edan, Gilles Prat, Alexandre Girard, Marc Duquette, Pierre Onofrj, Marco Lugaresi, Alessandra Grammond, Pierre Ciron, Jonathan Ruet, Aurélie Ozakbas, Serkan De Seze, Jérôme Louapre, Céline Zephir, Hélène Sá, Maria José Sola, Patrizia Ferraro, Diana Labauge, Pierre Defer, Gilles Bergamaschi, Roberto Lebrun-Frenay, Christine Boz, Cavit Cartechini, Elisabetta Moreau, Thibault Laplaud, David Lechner-Scott, Jeannette Grand'Maison, Francois Gerlach, Oliver Terzi, Murat Granella, Franco Alroughani, Raed Iuliano, Gerardo Pesch, Vincent van Wijmeersch, Bart Van Spitaleri, Daniele L. A. Soysal, Aysun Berger, Eric Prevost, Julie Aguera-Morales, Eduardo McCombe, Pamela Castillo Triviño, Tamara Clavelou, Pierre Pelletier, Jean Turkoglu, Recai Stankoff, Bruno Gout, Olivier Thouvenot, Eric Heinzlef, Olivier Sidhom, Youssef Gouider, Riadh Csépány Tünde (1956-) (neurológus, pszichiáter) Bourre, Bertrand Al Khedr, Abdullatif 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 Coles, Alasdair Malpas, Charles B. Vukusic, Sandra Butzkueven, Helmut Kalincik, Tomas MSBase and OFSEP study groups
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Intézményi repozitóriumban (DEA) tárolt változat
Borító:

10.

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 Wijmeersch, Bart Van Mihaela, Simu 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
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11.

001-es BibID:BIBFORM103021
035-os BibID:(Wos)000809732300001 (Scopus)85131507832
Első szerző:Sharmin, Sifat
Cím:Confirmed disability progression as a marker of permanent disability in multiple sclerosis / Sharmin Sifat, Bovis Francesca, Malpas Charles, Horakova Dana, Havrdova Eva Kubala, Izquierdo Guillermo, Eichau Sara, Trojano Maria, Prat Alexandre, Girard Marc, Duquette Pierre, Onofrj Marco, Lugaresi Alessandra, Grand'Maison Francois, Grammond Pierre, Sola Patrizia, Ferraro Diana, Terzi Murat, Gerlach Oliver, Alroughani Raed, Boz Cavit, Shaygannejad Vahid, van Pesch Vincent, Cartechini Elisabetta, Kappos Ludwig, Lechner-Scott Jeannette, Bergamaschi Roberto, Turkoglu Recai, Solaro Claudio, Iuliano Gerardo, Granella Franco, Van Wijmeersch Bart, Spitaleri Daniele, Slee Mark, McCombe Pamela, Prevost Julie, Ampapa Radek, Ozakbas Serkan, Sanchez-Menoyo Jose Luis, Soysal Aysun, Vucic Steve, Petersen Thor, de Gans Koen, Butler Ernest, Hodgkinson Suzanne, Sidhom Youssef, Gouider Riadh, Cristiano Edgardo, Castillo-Trivino Tamara, Saladino Maria Laura, Barnett Michael, Moore Fraser, Rozsa Csilla, Yamout Bassem, Skibina Olga, van der Walt Anneke, Buzzard Katherine, Gray Orla, Hughes Stella, Sempere Angel Perez, Singhal Bhim, Fragoso Yara, Shaw Cameron, Kermode Allan, Taylor Bruce, Simo Magdolna, Shuey Neil, Al-Harbi Talal, Macdonell Richard, Dominguez Jose Andres, Csepany Tunde, Sirbu Carmen-Adella, Sormani Maria Pia, Butzkueven Helmut, Kalincik Tomas
Dátum:2022
ISSN:1351-5101
Megjegyzések:Background and purpose: The prevention of disability over the long term is the main treatment goal in multiple sclerosis (MS); however, randomized clinical trials evaluate only short-term treatment effects on disability. This study aimed to define criteria for 6-month confirmed disability progression events of MS with a high probability of resulting in sustained long-term disability worsening. Methods: In total, 14,802 6- month confirmed disability progression events were identified in 8741 patients from the global MSBase registry. For each 6-month confirmed progression event (13,321 in the development and 1481 in the validation cohort), a sustained progression score was calculated based on the demographic and clinical characteristics at the time of progression that were predictive of long-term disability worsening. The score was externally validated in the Cladribine Tablets Treating Multiple Sclerosis Orally (CLARITY) trial. Results: The score was based on age, sex, MS phenotype, relapse activity, disability score and its change from baseline, number of affected functional system domains and worsening in six of the domains. In the internal validation cohort, a 61% lower chance of improvement was estimated with each unit increase in the score (hazard ratio 0.39, 95% confidence interval 0.29?0.52; discriminatory index 0.89). The proportions of progression events sustained at 5 years stratified by the score were 1: 72%; 2: 88%; 3: 94%; 4: 100%. The results of the CLARITY trial were confirmed for reduction of disability progression that was >88% likely to be sustained (events with score ?1.5).Conclusions: Clinicodemographic characteristics of 6-month confirmed disability progression events identify those at high risk of sustained long-term disability. This knowledge will allow future trials to better assess the effect of therapy on long-term disability accrual.
Tárgyszavak:Orvostudományok Klinikai orvostudományok idegen nyelvű folyóiratközlemény külföldi lapban
folyóiratcikk
Megjelenés:European Journal Of Neurology. - 29 : 8 (2022), p. 2321-2334. -
További szerzők:Bovis, Francesca Malpas, Charles Horakova, Dana Havrdova, Eva Izquierdo, Guillermo Eichau, Sara Trojano, Maria Prat, Alexandre Girard, Marc Duquette, Pierre Onofrj, Marco Lugaresi, Alessandra Grand'Maison, Francois Grammond, Pierre Sola, Patrizia Ferraro, Diana Terzi, Murat Gerlach, Oliver Alroughani, Raed Boz, Cavit Shaygannejad, Vahid Pesch, Vincent van Cartechini, Elisabetta Kappos, Ludwig Lechner-Scott, Jeannette Bergamaschi, Roberto Turkoglu, Recai Solaro, Claudio Iuliano, Gerardo Granella, Franco Wijmeersch, Bart Van Spitaleri, Daniele Slee, Mark McCombe, Pamela Prevost, Julie Ampapa, Radek Ozakbas, Serkan Sanchez-Menoyo, Jose Soysal, Aysun Vucic, Steve Petersen, Thor de Gans, Koen Butler, Ernest Hodgkinson, Suzanne Sidhom, Youssef Gouider, Riadh Cristiano, Edgardo Castillo Triviño, Tamara Saladino, Maria Laura Barnett, Michael Moore, Fraser Rózsa Csilla Yamout, Bassem Skibina, Olga Walt, Anneke van der Buzzard, Katherine Gray, Orla Hughes, Stella Sempere, Perez A. Singhal, Bhim Fragoso, Yara Shaw, Cameron Kermode, Allan G. Taylor, Bruce V. Simó Magdolna Shuey, Neil Al-Harbi, Talal Macdonell, Richard Dominguez, Jose Andres Csépány Tünde (1956-) (neurológus, pszichiáter) Sirbu, Carmen-Adella Sormani, Maria Pia Butzkueven, Helmut Kalincik, Tomas
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12.

001-es BibID:BIBFORM135464
035-os BibID:(Scopus)105029267510 (WoS)001679383200001
Első szerző:Souissi, Amira
Cím:Effect of late-onset on multiple sclerosis phenotype and outcome : evidence from a multi-national registry / Amira Souissi, Francesco Patti, Tim Spelman, Clara Chisari, Amina Gargouri, Nevin John, Allan G. Kermode, Tomas Kalincik, Helmut Butzkueven, Seyed Aidin Sajedi, Jeannette Lechner?Scott, Izanne Roos, Guy Laureys, Bruce Taylor, Raed Alroughani, Samia J. Khoury, Richard Macdonell, Bianca Weinstock?Guttman, Eva Kubala Havrdova, Davide Maimone, Stephen Reddel, Marzena Fabis?Pedrini, Barbara Willekens, Abdorreza Naser Moghadasi, Patrice Lalive, Alessandra Lugaresi, Serkan Ozakbas, Claudio Solaro, Simón Cárdenas?Robledo, Vahid Shaygannejad, Masoud Etemadifar, Cavit Boz, Sara Eichau, Valentina Tomassini, Murat Terzi, Alexandre Prat45 · Mario Habek46 · Yolanda Blanco47 · Ayse Altintas48 · Oliver Gerlach49,50 · Recai Turkoglu51 · Katherine Buzzard52 · Olga Skibina53,54,55 · Aysun Soysal56 · Anneke van der Walt, Stella Hughes, Vincent van Pesch, Matteo Foschi, Andrea Surcinelli, Julie Prevost, Cristina Ramo?Tello, Chris McGuigan, Maria Jose Sa, Jens Kuhle, Daniele Spitaleri, Bhim Singhal, Radek Ampapa, Koen de Gans, Thor Petersen, Mihaela Simu, Emmanuelle Lapointe, Jose Luis Sanchez?Menoyo, Orla Gray, Justin Garber, Eduardo Aguera?Morales, Katrin Gross?Paju, Tamara Castillo?Triviño, Abdullah Al?Asmi, Nikolaos Grigoriadis, Jihad Inshasi, Talal Al?Harbi, Todd A. Hardy, Sudarshini Ramanathan, Melissa Cambron, Neil Shuey, Angel Perez sempere, Tunde Csepany, Irene Treviño?Frenk, Csilla Rozsa, Marija Cauchi, Rana Karabudak, Saloua Mrabet, Riadh Gouider
Dátum:2026
ISSN:0340-5354
Megjegyzések:Background Multiple Sclerosis (MS) severity is influenced by several factors. Understanding the impact of age at disease onset may help to better characterize clinical and disease features across age groups. This study aimed to characterize the clinical features and disability outcomes of late-onset MS (LOMS) and very late-onset MS (vLOMS), compared to adultonset MS (AOMS). Methods We conducted an observational study using data from the MSBase registry and categorized patients based on age at MS onset: AOMS (18?39 years), transition onset (40?49 years), LOMS (50?59 years), and vLOMS (?60 years). Disease progression was assessed using the 24 week confirmed disability progression, EDSS4 and 6 milestones, conversion to secondary progressive MS(SPMS), and the first progression independent of relapse activity (PIRA) event. Cox proportional hazard regression models were used to determine unadjusted hazard ratios(HR), and propensity score inverse probability of treatment weighting(PS-IPTW) balanced covariate distributions. Results Among 81,236 patients, 5.2% had LOMS and 1% had vLOMS. Primary progressive MS was more frequent in LOMS and vLOMS (21.7 and 24%, respectively). Patients with LOMS and vLOMS had a significantly increased risk of 24 week confirmed disability progression (HR:LOMS=1.39, vLOMS=1.80), EDSS 4 (HR:LOMS=2.14, vLOMS=2.95), EDSS 6 (HR:LOMS=2.33, vLOMS=6.33), SPMS (HR:LOMS=1.62, vLOMS=2.38), and first PIRA event (HR:LOMS=2.12, vLOMS=2.93). Conclusion LOMS and vLOMS exhibited a more progressive disease onset and higher disability milestones compared with AOMS.
Tárgyszavak:Orvostudományok Klinikai orvostudományok idegen nyelvű folyóiratközlemény külföldi lapban
folyóiratcikk
Multiple Sclerosis
Prognosis
Aging
Progression
Immunosenescence
Megjelenés:Journal Of Neurology. - 273 : 2 (2026), p. 1-15. -
További szerzők:Patti, Francesco Spelman, Tim Chisari, Clara Gargouri, Amina John, Nevin Kermode, Allan G. Kalincik, Tomas Butzkueven, Helmut Sajedi, Seyed Aidin Lechner-Scott, Jeannette Roos, Izanne Laureys, Guy Taylor, Bruce V. Alroughani, Raed Khoury, Samia J. Macdonell, Richard Weinstock-Guttman, Bianca Havrdova, Eva Maimone, Davide Reddel, Stephen Fabis-Pedrini, Marzena Willekens, Barbara Moghadasi, Abdorreza Naser Lalive, Patrice H. Lugaresi, Alessandra Ozakbas, Serkan Solaro, Claudio Cárdenas-Robledo, Simón Shaygannejad, Vahid Etemadifar, Masoud Boz, Cavit Eichau, Sara Tomassini, Valentina Terzi, Murat Prat, Alexandre Habek, Mario Blanco, Yolanda Altintas, Ayse Gerlach, Oliver Turkoglu, Recai Buzzard, Katherine Skibina, Olga Soysal, Aysun Walt, Anneke van der Hughes, Stella Pesch, Vincent van Foschi, Matteo Surcinelli, Andrea Prevost, Julie Ramo-Tello, Cristina McGuigan, Christopher Sa, Maria Jose Kuhle, Jens Spitaleri, Daniele Singhal, Bhim Ampapa, Radek Gans, Koen de Petersen, Thor Simu, Mihaela Lapointe, Emmanuelle Sanchez-Menoyo, Jose Gray, Orla Garber, Justin Aguera-Morales, Eduardo Gross-Paju, Katrin Castillo Triviño, Tamara Al-Asmi, Abdullah Grigoriadis, Nikolaos Inshasi, Jihad Al-Harbi, Talal Hardy, Todd A. Ramanathan, Sudarshini Cambron, Melissa Shuey, Neil Sempere, Perez A. Csépány Tünde (1956-) (neurológus, pszichiáter) Trevino-Frenk, Irene Rózsa Csilla Cauchi, Marija Karabudak, Rana Mrabet, Saloua Gouider, Riadh
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