6533b852fe1ef96bd12ab939
RESEARCH PRODUCT
Transition to secondary progression in relapsing-onset multiple sclerosis: Definitions and risk factors
Simonetta GalganiGiuseppe LucisanoMatilde IngleseGiacomo LusM. AchilleV. LovatoM. ZaffaroniV. Brescia MorraGiuseppe SalemiMarco SalvettiCarlo PozzilliG. T. ManiscalcoMaria TrojanoFrancesco PattiDiana FerraroMassimo FilippiMaria Pia AmatoPietro IaffaldanoAlessandra LugaresiG. MarrazzoRoberto BergamaschiG. De LucaAntonella ConteMarco RovarisF. O. LogulloG. ComiDamiano PaolicelliEleonora Cocco 2subject
Oncologymedicine.medical_specialtyRelapsing-RemittingMultiple sclerosis03 medical and health sciencesMultiple Sclerosis Relapsing-Remitting0302 clinical medicineDisease registryRecurrenceRisk Factorsbig dataInternal medicinemedicineHumansdata-driven algorithmMultiple sclerosi030212 general & internal medicinebig data; data-driven algorithm; disease registry; Multiple sclerosis; prognosis; secondary progressive; Disease Progression; Humans; Recurrence; Risk Factors; Multiple Sclerosis; Multiple Sclerosis Chronic Progressive; Multiple Sclerosis Relapsing-RemittingSecondary progressiveTransition (genetics)business.industryMultiple sclerosisMultiple Sclerosis Chronic Progressivemedicine.diseaseChronic ProgressiveNeurologybig data; data-driven algorithm; disease registry; Multiple sclerosis; prognosis; secondary progressiveDisease Progressiondisease registrysecondary progressiveSettore MED/26 - NeurologiaNeurology (clinical)prognosisbusinessprognosi030217 neurology & neurosurgerydescription
Background: No uniform criteria for a sensitive identification of the transition from relapsing–remitting multiple sclerosis (MS) to secondary-progressive multiple sclerosis (SPMS) are available. Objective: To compare risk factors of SPMS using two definitions: one based on the neurologist judgment (ND) and an objective data-driven algorithm (DDA). Methods: Relapsing-onset MS patients ( n = 19,318) were extracted from the Italian MS Registry. Risk factors for SPMS and for reaching irreversible Expanded Disability Status Scale (EDSS) 6.0, after SP transition, were estimated using multivariable Cox regression models. Results: SPMS identified by the DDA ( n = 2343, 12.1%) were older, more disabled and with a faster progression to severe disability ( p < 0.0001), than those identified by the ND ( n = 3868, 20.0%). In both groups, the most consistent risk factors ( p < 0.05) for SPMS were a multifocal onset, an age at onset >40 years, higher baseline EDSS score and a higher number of relapses; the most consistent protective factor was the disease-modifying therapy (DMT) exposure. DMT exposure during SP did not impact the risk of reaching irreversible EDSS 6.0. Conclusion: A DDA definition of SPMS identifies more aggressive progressive patients. DMT exposure reduces the risk of SPMS conversion, but it does not prevent the disability accumulation after the SP transition.
year | journal | country | edition | language |
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2021-01-01 |