Impact of the COVID-19 pandemic on personal networks and neurological outcomes of people with multiple sclerosis: a case-control cross-sectional and longitudinal analysis

ABSTRACT

Introduction: Personal social networks impact the quality of life of people living with multiple sclerosis (pwMS). Objective / Aims: To evaluate the dynamic associations between personal network features and neurological function in pwMS and control participants during the COVID-19 pandemic and compare with the pre-pandemic period. Method(s) We first analyzed data collected from 8 cohorts of pwMS and control participants during the COVID-19 pandemic from March-December 2020. We then leveraged data collected between 2017-2019 in 3 of the 8 cohorts for longitudinal comparison. Participants completed a personal network questionnaire, which quantified the structure and composition of each person's personal network, including the health behaviors of network members. Neurological disability was quantified by three interrelated patient-reported outcomes: Patient Determined Disease Steps (PDDS), Multiple Sclerosis Rating Scale-Revised (MSRS-R), and Patient Reported Outcomes Measurement Information System (PROMIS)-Physical Function. We identified the network features associated with neurologic disability using paired t-tests and covariate-adjusted regressions. Result(s) In the cross-sectional analysis of the pandemic data from 1130 pwMS and 1250 control participants, percentage of network members perceived to have a negative health influence was associated with greater neurological symptom burden in pwMS (MSRS-R Beta[95% CI]=2.181[1.082, 3.279], p<.001) and worse physical function in control participants (PROMIS-Physical Function Beta[95% CI]=-5.707[-7.405, -4.010], p<.001). In the longitudinal analysis of 230 pwMS and 136 control participants, the percentage of people contacted weekly or less (p<.001) decreased during the COVID-19 pandemic for both pwMS (0.30+/-0.26 v. 0.19+/-0.22) and controls (0.23+/-0.25 v. 0.15+/-0.21) when compared to the pre-pandemic period. PwMS further experienced a greater reduction in network size (p<.001), increase in constraint (a measure of close ties of the network, p<.001) and decrease in maximum degree (highest number of ties of a network member, p<.001) than controls during the COVID-19 pandemic. These changes in network features were not associated with worsening neurological disability. Conclusion(s) Our findings suggest that negative health influences in personal networks are associated with worse disability in all participants and COVID-19 pandemic led to contraction of personal networks to a greater extent for pwMS than controls.