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2019年冠状病毒病大流行对多发性硬化症患者个人社交网络和神经学结局的影响:一项病例对照横断面及纵向分析

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.

作者信息

Riley Claire S, Venkatesh Shruthi, Dhand Amar, Doshi Nandini, Kavak Katelyn, Levit Elle E, Perrone Christopher, Weinstock-Guttman Bianca, Longbrake Erin E, De Jager Philip L, Xia Zongqi

出版信息

medRxiv. 2022 Nov 29:2022.08.17.22278896. doi: 10.1101/2022.08.17.22278896.

Abstract

BACKGROUND

The COVID-19 pandemic has negatively impacted the social fabric of people with multiple sclerosis (pwMS).

OBJECTIVE

To evaluate the associations between personal social network environment and neurological function in pwMS and controls during the COVID-19 pandemic and compare with the pre-pandemic baseline.

METHODS

We first analyzed data collected from 8 cohorts of pwMS and control participants during the COVID-19 pandemic (March-December 2020). We then leveraged data collected between 2017-2019 in 3 of the 8 cohorts for longitudinal comparison. Participants completed a questionnaire that quantified the structure and composition of their personal social network, including the health behaviors of network members. We assessed neurological disability using three interrelated patient-reported outcomes: Patient Determined Disease Steps (PDDS), Multiple Sclerosis Rating Scale â€" 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.

RESULTS

In the cross-sectional analysis of the pandemic data from 1130 pwMS and 1250 control participants, higher percent of network members with a perceived 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 controls (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 networks of both pwMS and controls experienced an increase in constraint (pwMS p=.006, control p=.001) as well as a decrease in network size (pwMS p=.003, control p<.001), effective size (pwMS p=.007, control p=.013), maximum degree (pwMS p=.01, control p<.001), and percent contacted weekly or less (pwMS p<.001, control p<.001), suggesting overall network contraction during the COVID-19 pandemic. There was also an increase in percentage of kin (p=.003) in the networks of pwMS but not controls during the COVID-19 pandemic when compared to the pre-pandemic baseline. These changes in personal social network due to the pandemic were not associated with worsening neurological disability during the pandemic.

CONCLUSIONS

Our findings suggest that perceived negative health influences in personal social networks are associated with worse disability in all participants during the COVID-19 pandemic. Despite the perturbation in social environment and connections during the pandemic, the stability in neurological function among pwMS suggests potential resilience.

摘要

背景

新冠疫情对多发性硬化症患者(pwMS)的社会结构产生了负面影响。

目的

评估新冠疫情期间pwMS患者及对照组的个人社交网络环境与神经功能之间的关联,并与疫情前的基线进行比较。

方法

我们首先分析了在新冠疫情期间(2020年3月至12月)从8个pwMS患者队列和对照参与者队列收集的数据。然后,我们利用在2017 - 2019年期间从8个队列中的3个队列收集的数据进行纵向比较。参与者完成了一份问卷,该问卷量化了他们个人社交网络的结构和组成,包括网络成员的健康行为。我们使用三个相互关联的患者报告结局来评估神经功能障碍:患者确定的疾病阶段(PDDS)、修订版多发性硬化症评定量表(MSRS - R)和患者报告结局测量信息系统(PROMIS)-身体功能。我们使用配对t检验和协变量调整回归来确定与神经功能障碍相关的网络特征。

结果

在对1130名pwMS患者和1250名对照参与者的疫情数据进行横断面分析时,pwMS患者中被认为对健康有负面影响的网络成员比例越高,其神经症状负担越重(MSRS - R:β[95%置信区间]=2.181[1.082, 3.279],p<.001),而对照组的身体功能越差(PROMIS -身体功能:β[95%置信区间]= - 5.707[-7.405, - 4.010],p<.001)。在对230名pwMS患者和136名对照参与者进行纵向分析时,pwMS患者和对照组的社交网络在约束方面均有所增加(pwMS患者p =.006,对照组p =.001),同时网络规模(pwMS患者p =.003,对照组p<.001)、有效规模(pwMS患者p =.007,对照组p =.013)、最大度数(pwMS患者p =.01,对照组p<.001)以及每周联系一次或更少的比例(pwMS患者p<.

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