Related Experiment Video
Updated: Oct 6, 2025

A Method of Trigonometric Modelling of Seasonal Variation Demonstrated with Multiple Sclerosis Relapse Data
Published on: December 9, 2015
Risk of Getting COVID-19 in People With Multiple Sclerosis: A Case-Control Study
Pietro Iaffaldano1, Giuseppe Lucisano1, Alessia Manni1
1From the Department of Basic Medical Sciences (P.I., G.L., A.M., D.P., M.T.), Neurosciences and Sense Organs, University of Bari Aldo Moro; CORESEARCH (G.L.), Pescara; Dipartimento di Scienze Mediche e Chirurgiche e Tecnologie Avanzate (F.P., S.T.), GF Ingrassia, Sez. Neuroscienze, Centro Sclerosi Multipla, Università di Catania; SCDO Neurologia e Centro di Riferimento Regionale Sclerosi Multipla (CRESM) (M.C., S.M.), AOU San Luigi-Orbassano (TO); Department of Neurosciences (V.B.M., M.P.), Reproductive and Odontostomatological Sciences, 'Federico II' University of Naples; Centro malattie Demielinizzanti (P.S.), Azienda Ospedaliera Universitaria di Modena/OCB, UO Neurologia; Centro SM UO Neurologia, Ospedale Di Vaio (I.P.), Fidenza, AUSL PR; Multiple Sclerosis Center (G. Lus), II Division of Neurology, Department of Clinical and Experimental Medicine, Second University of Naples; Centro Sclerosi Multipla (G.D.L.), Clinica Neurologica, Policlinico SS. Annunziata, Chieti; IRCCS Istituto delle Scienze Neurologiche di Bologna (A.L.), UOSI Riabilitazione Sclerosi Multipla, Bologna; Dipartimento di Scienze Biomediche e Neuromotorie (A.L.), Università di Bologna; Centro SM (P.C.)-Neurologia 1 D.U.-AOU Citta' Della Salute E Della Scienza Di Torino; Centro SM (S.M.), S.O.C. Neurologia, Arcispedale Santa Maria Nuova, AUSL-IRCCS Reggio Emilia; Neurological Clinic and Multiple Sclerosis Center (G.T.M.), A Cardarelli Hospital, Naples; Centro Sclerosi Multipla (F.G.), Azienda Ospedaliero-Universitaria di Parma; Department of Biomedicine (P.R.), Neuroscience and Advanced Diagnostics, University of Palermo; Centro Sclerosi Multipla UO Neurologia-Ospedale (M.V.), Treviso; Fondazione IRCCS Istituto Neurologico "C. Besta" U.O. Neuroimmunologia e Malattie Neuromuscolari (L.B.); Centro Malattie Demielinizzanti (R.T.), Clinica Neurologica, Ospedale San Salvatore-L'Aquila; Dipartimento di Neurologia (L.M., M.F.), Neurofisiologia e Neuroriabilitazione, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan; Department of Biomedical (D.F.), Metabolic and Neurosciences, University of Modena and Reggio Emilia; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (V.L., P.M.), Milano, Italy; Scientific Research Area (M.P.), Italian Multiple Sclerosis Foundation, Genoa; First Division of Neurology (G.T.), Department of Advanced Medical and Surgical Sciences, MRI Research Center SUN-FISM, AOU, University of Campania "Luigi Vanvitelli," Naples; Institute of Experimental Neurology (G.C.), IRCCS San Raffaele Hospital, Milan; Department of Life Sciences (M.A.B.), University of Siena; Department NEUROFARBA (M.P.A.), University of Florence; and IRCCS Fondazione Don Carlo Gnocchi (M.P.A.), Florence, Italy.
Background And Objectives:
Several studies have assessed risk factors associated with the severity of COVID-19 outcomes in people with multiple sclerosis (PwMS). The potential role of disease-modifying therapies (DMTs) and demographic and clinical factors on the risk of acquiring SARS-CoV-2 infection has not been evaluated so far. The objective of this study was to assess risk factors of contracting SARS-CoV-2 infection in PwMS by using data collected in the Italian MS Register (IMSR).
Methods:
A case-control (1:2) study was set up. Cases included PwMS with a confirmed diagnosis of COVID-19, and controls included PwMS without a confirmed diagnosis of COVID-19. Both groups were propensity score-matched by the date of COVID-19 diagnosis, the date of last visit, and the region of residence. No healthy controls were included in this study. COVID-19 risk was estimated by multivariable logistic regression models including demographic and clinical covariates. The impact of DMTs was assessed in 3 independent logistic regression models including one of the following covariates: last administered DMT, previous DMT sequences, or the place where the last treatment was administered.
Results:
A total of 779 PwMS with confirmed COVID-19 (cases) were matched to 1,558 PwMS without COVID-19 (controls). In all 3 models, comorbidities, female sex, and a younger age were significantly associated (p < 0.02) with a higher risk of contracting COVID-19. Patients receiving natalizumab as last DMT (OR [95% CI]: 2.38 [1.66-3.42], p < 0.0001) and those who underwent an escalation treatment strategy (1.57 [1.16-2.13], p = 0.003) were at significantly higher COVID-19 risk. Moreover, PwMS receiving their last DMT requiring hospital access (1.65 [1.34-2.04], p < 0.0001) showed a significant higher risk than those taking self-administered DMTs at home.
Discussion:
This case-control study embedded in the IMSR showed that PwMS at higher COVID-19 risk are younger, more frequently female individuals, and with comorbidities. Long-lasting escalation approach and last therapies that expose patients to the hospital environment seem to significantly increase the risk of SARS-CoV2 infection in PwMS.
Classification Of Evidence:
This study provides Class III evidence that among patients with MS, younger age, being female individuals, having more comorbidities, receiving natalizumab, undergoing an escalating treatment strategy, or receiving treatment at a hospital were associated with being infected with COVID-19. Among patients with MS who were infected with COVID-19, a severe course was associated with increasing age and having a progressive form of MS, whereas not being on treatment or receiving an interferon beta agent was protective.
More Related Videos
Related Concept Videos
Factors Affecting the Risk of Infection
The integrity and count of the white blood cells help the body resist pathogens and fight infection. When impaired, it reduces the body's resistance to pathogens. The acidic pH levels of the gastrointestinal, genitourinary tracts, and skin...
Bias in Epidemiological Studies
Relative Risk
Rous Sarcoma Virus (RSV) and Cancer
RSV is a retrovirus that contains two copies of a plus-strand RNA genome. Its genome consists of four main open...
Confounding in Epidemiological Studies
Hazard Ratio
For example, in a clinical trial...

