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新冠后大量挪威队列中过度风险和症状簇。

Excess risk and clusters of symptoms after COVID-19 in a large Norwegian cohort.

机构信息

Centre for Fertility and Health, Norwegian Institute of Public Health, Postbox 222, 0213, Skøyen, Oslo, Norway.

Department of Method Development and Analysis, Norwegian Institute of Public Health, Oslo, Norway.

出版信息

Eur J Epidemiol. 2022 May;37(5):539-548. doi: 10.1007/s10654-022-00847-8. Epub 2022 Feb 25.

Abstract

Physical, psychological and cognitive symptoms have been reported as post-acute sequelae for COVID-19 patients but are also common in the general uninfected population. We aimed to calculate the excess risk and identify patterns of 22 symptoms up to 12 months after COVID-19. We followed more than 70,000 adult participants in an ongoing cohort study, the Norwegian Mother, Father and Child Cohort Study (MoBa) during the COVID-19 pandemic. Infected and non-infected participants registered presence of 22 different symptoms in March 2021. One year after infection, 13 of 22 symptoms were associated with SARS-CoV-2 infection, based on relative risks between infected and uninfected subjects. For instance, 17.4% of SARS-CoV-2 infected cohort participants reported fatigue that persist 12 months after infection, compared to new occurrence of fatigue that had lasted less than 12 months in 3.8% of non-infected subjects (excess risk 13.6%). The adjusted relative risk for fatigue was 4.8 (95% CI 3.5-6.7). Two main underlying factors explained 50% of the variance in the 13 symptoms. Brain fog, poor memory, dizziness, heart palpitations, and fatigue had high loadings on the first factor, while shortness-of breath and cough had high loadings on the second factor. Lack of taste and smell showed low to moderate correlation to other symptoms. Anxiety, depression and mood swings were not strongly related to COVID-19. Our results suggest that there are clusters of symptoms after COVID-19 due to different mechanisms and question whether it is meaningful to describe long COVID as one syndrome.

摘要

身体、心理和认知症状已被报道为 COVID-19 患者的急性后期后遗症,但在普通未感染人群中也很常见。我们旨在计算超过 70,000 名成年参与者的超额风险,并确定 22 种症状在 COVID-19 后 12 个月内的模式。在 COVID-19 大流行期间,我们在一项正在进行的队列研究——挪威母亲、父亲和儿童队列研究(MoBa)中对这些参与者进行了跟踪。感染和未感染的参与者在 2021 年 3 月登记了 22 种不同症状的存在。在感染一年后,根据感染和未感染受试者之间的相对风险,22 种症状中有 13 种与 SARS-CoV-2 感染相关。例如,在 SARS-CoV-2 感染队列参与者中,有 17.4%报告了感染 12 个月后仍持续存在的疲劳,而在未感染的受试者中,新出现的持续时间不到 12 个月的疲劳发生率为 3.8%(超额风险为 13.6%)。疲劳的调整后相对风险为 4.8(95%CI 3.5-6.7)。两个主要的潜在因素解释了 13 种症状中 50%的方差。脑雾、记忆力减退、头晕、心悸和疲劳在第一个因素上有较高的负荷,而呼吸急促和咳嗽在第二个因素上有较高的负荷。味觉和嗅觉丧失与其他症状的相关性较低。焦虑、抑郁和情绪波动与 COVID-19 无强相关性。我们的研究结果表明,COVID-19 后存在因不同机制引起的症状群,这使得将长新冠描述为一种综合征是否有意义值得怀疑。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/082c/9209359/71822968e7e6/10654_2022_847_Fig1_HTML.jpg

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