COVID-19 Symptoms and Immunotherapy in People with Multiple Sclerosis: An Analysis of the COVID-19 in MS Global Data Sharing Initiative Dataset
Garcia-Dominguez, M. A.; Srichawla, B. S.; Kipkorir, V.
Show abstract
OBJECTIVESTo analyze the symptoms and severity of coronavirus disease 2019 (COVID-19) in people with multiple sclerosis (pwMS) on immunotherapy using data from the COVID-19 in multiple sclerosis (MS) Global Data Sharing Initiative dataset provided by PhysioNet. METHODSThe open-access COVID-19 in MS Global Data Sharing Initiative dataset was obtained through credentialed access using PhysioNet. The variables analyzed included body mass index (BMI), symptoms of COVID-19, age, current use of disease-modifying therapy (DMT), efficacy of DMT, comorbidities, hospitalization status, and type of MS. A linear regression analysis was completed. Data analysis and visualization were completed using STATA v1.5, R-Studio v1.1.447, Python v3.8, and its associated libraries, including NumPy, Pandas, and Matplotlib. RESULTSA total of 1141 participants were included in the analysis. 904 women and 237 men were diagnosed with MS. Among the pwMS included in the study; 208 (19.54%) had a suspected infection with COVID-19 and only 49 (5.25%) were confirmed. Any COVID-19 symptom was present in 360 individuals. The commonly reported DMT agents included dimethyl fumarate (12.71%) and fingolimod (10.17%). 101 in total (8.85%) reported not using any DMT. Factors associated with hospitalization and/or admission to the ICU included having any comorbidity (p = 0.01), neuromuscular disorder (p = 0.046), hypertension (p = 0.005), chronic kidney disease (p < 0.001), and immunodeficiency (p = 0.003). The type of MS, the duration of the disease, and high-efficacy DMT therapy did not have a statistically significant influence on hospitalization. CONCLUSIONThis study underscores the importance of comorbidities, especially neuromuscular disorders, hypertension, chronic kidney disease (CKD), and immunodeficiencies, as possible prognostic indicators for worse outcomes of COVID-19 in pwMS. On the contrary, the type of MS, the duration of the disease, and the efficacy of disease-modifying therapy did not significantly affect the severity of the symptoms of COVID-19 in this cohort.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Frequency and Potential Risk Factors Associated with the Development of Asymptomatic T2 Hyperintense Cervical Spine Lesions on MRI in Patients with Relapsing-Remitting Multiple Sclerosis 95%
- The relationship between ethnicity and Multiple Sclerosis characteristics in the United Kingdom: a UK MS Register study 95%
- Paramagnetic rim lesions are associated with pathogenic CSF profiles and worse clinical outcomes in multiple sclerosis: a retrospective cross-sectional study 94%
Similar papers in this journal
- COVID-19 is associated with multiple sclerosis exacerbations that are prevented by disease modifying therapies 96%
- Humoral and cellular immune responses to SARS CoV-2 vaccination in Persons with Multiple Sclerosis and NMOSD patients receiving immunomodulatory treatments 93%
- The ocrelizumab phase II extension trial suggests the potential to improve the risk:benefit balance in multiple sclerosis 93%
Similar papers in this journal
- Post-COVID sequelae in people with multiple sclerosis and related disorders: a multicenter cross-sectional study 95%
- Choroid plexus volume predicts expansion of chronic lesions and brain atrophy 93%
- Hybrid and vaccine-induced immunity against SARS-CoV-2 in MS patients on different disease-modifying therapies 92%
Similar papers in this journal
- Pre-existing anxiety, depression, and neurological disability is associated with long COVID: A prospective and longitudinal cohort of the United Kingdom Multiple Sclerosis Register 96%
- Dynamics of spinal fluid immune cell alterations following cladribine tablet treatment in multiple sclerosis 95%
- CSF of SARS-CoV-2 patients with neurological syndromes reveals hints to understand pathophysiology 95%
Similar papers in this journal
- Current status and future opportunities in modeling Multiple Sclerosis clinical characteristics 95%
- The Canadian Collaborative Project on Genetic Susceptibility to Multiple Sclerosis cohort population structure and disease etiology 94%
- Alpha-Linolenic Acid Associations with Disability and Brain Volume in Multiple Sclerosis: A Brief Replication Report 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.