中国卒中杂志 ›› 2026, Vol. 21 ›› Issue (5): 603-611.DOI: 10.3969/j.issn.1673-5765.2026.05.011

• 论著 • 上一篇    下一篇

稳态负荷评分与COVID-19人群脑小血管病影像学进展的关联:基于社区人群的队列研究

王露妍1,2,周梦圆1,郭毅佳1,潘岳松1,王伊龙1,3,4,5    

  1. 1北京 100070 首都医科大学附属北京天坛医院神经病学中心,神经系统疾病国家临床医学研究中心
    2北京 100069 首都医科大学健康医疗大数据国家研究院
    3北京 100070 国家神经疾病医学中心
    4北京 102206 首都医科大学人脑保护高精尖创新中心
    5北京 102206 北京脑科学与类脑研究所

  • 收稿日期:2026-01-02 修回日期:2026-04-16 接受日期:2026-05-09 出版日期:2026-05-20 发布日期:2026-05-20
  • 通讯作者: 王伊龙 yilong528@aliyun.com
  • 基金资助:
    国家重点研发计划“重大自然灾害防控与公共安全” 专项(2024YFC3044800)

Association of Allostatic Load Score with Imaging Progression of Cerebral Small Vessel Disease in Individuals with COVID-19: A Community-Based Cohort Study

WANG Luyan1,2, ZHOU Mengyuan1, GUO Yijia1, PAN Yuesong1, WANG Yilong1,3,4,5   

  1. 1Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, China National Clinical Research Center for Neurological Diseases, Beijing 100070, China
    2National Institute for Data Science in Health and Medicine, Capital Medical University, Beijing 100069, China
    3National Center for Neurological Disorders, Beijing 100070, China
    4Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing 100069 , China
    5Chinese Institute for Brain Research, Beijing 102206, China
  • Received:2026-01-02 Revised:2026-04-16 Accepted:2026-05-09 Online:2026-05-20 Published:2026-05-20
  • Contact: WANG Yilong, E-mail: yilong528@aliyun.com

摘要: 目的 探讨新型冠状病毒感染(coronavirus disease 2019,COVID-19)人群中基线稳态负荷评分(allostatic load score,ALS)与脑小血管病(cerebral small vessel disease,CSVD)影像学进展之间的关联。
方法 研究基于多血管床评估与认知损伤和血管事件社区人群(polyvascular evaluation for cognitive impairment and vascular events,PRECISE)队列,以浙江省丽水市社区人群为研究对象。该队列于2017年5月—2019年9月进行基线调查,每2年进行1次中心化随访,并于2024年5—6月完成COVID-19专项调查。本研究纳入有COVID-19史,并完成了第2次随访[中位随访时间为4.7(4.4~4.8)年]及头颅MRI检查的研究对象。ALS基于基线收缩压、舒张压、静息脉搏、BMI、腰臀比、TC、HDL-C、糖化血红蛋白、血清白蛋白、超敏C反应蛋白等10项指标构建。依据ALS总分将研究对象分为ALS低水平(0~1分)组、中水平(2~3分)组和高水平(≥4分)组。基于头颅MRI检查评估CSVD影像学标志物,包括腔隙、脑微出血、扩大的血管周围间隙(enlarged perivascular spaces,EPVS)和白质高信号。根据随访和基线的头颅MRI检查结果对比,判断上述CSVD单项影像学标志物的进展情况、CSVD影像学进展(定义为上述任一标志物进展),以及分别基于Wardlaw标准和Rothwell改良标准判断的CSVD总负荷进展。采用广义线性模型分析不同ALS水平与CSVD进展之间的关联。
结果 本研究共纳入1663名研究对象,其中ALS低水平组555名、中水平组697名、高水平组411名。校正协变量后,与ALS低水平组相比,高水平组新发腔隙风险增加90%(RR 1.90,95%CI 1.24~2.90,P=0.003),且ALS每升高1分,新发腔隙风险增加18%(RR 1.18,95%CI 1.09~1.29,P<0.001)。在EPVS分级进展方面,ALS每升高1分,基底节区EPVS分级进展风险增加5%(RR 1.05,95%CI 1.01~1.10,P=0.030)。与ALS低水平组相比,中水平组(RR 1.14,95%CI 1.03~1.25,P=0.010)和高水平组(RR 1.13,95%CI 1.01~1.26,P=0.028)的CSVD影像学进展风险均升高,且ALS每升高1分,CSVD影像学进展风险增加3%(RR 1.03,95%CI 1.01~1.05,P=0.007)。在Wardlaw标准下,ALS中水平组(RR 1.18,95%CI 1.04~1.35,P=0.012)和高水平组(RR 1.22,95%CI 1.05~1.40,P=0.008)的CSVD总负荷进展风险均较低水平组增加,且ALS每升高1分,CSVD总负荷进展风险增加4%(RR 1.04,95%CI 1.01~1.07,P=0.007)。
结论 在COVID-19人群中,较高的ALS水平与CSVD影像学进展及CSVD总负荷进展风险增加相关,主要表现为新发腔隙风险增加,提示长期生理负荷状态可能参与COVID-19相关脑微血管损伤过程。

文章导读: 本研究基于社区人群纵向随访数据,在新型冠状病毒感染人群中系统评估了稳态负荷评分与脑小血管病影像学进展的关联。研究结果从人群层面提供了长期生理稳态负荷参与新型冠状病毒感染相关脑微血管损伤的纵向证据,提示在后疫情时代应关注人群整体生理稳态负荷状态对脑健康的长期影响。

关键词: 稳态负荷评分; 新型冠状病毒感染; 脑小血管病; 脑微出血; 腔隙; 队列研究

Abstract: Objective  To explore the association between baseline allostatic load score (ALS) and imaging progression of cerebral small vessel disease (CSVD) in individuals with coronavirus disease 2019 (COVID‑19).
Methods  This study was conducted based on the polyvascular evaluation for cognitive impairment and vascular events (PRECISE) cohort, with community residents in Lishui, Zhejiang as research participants. Baseline assessment of the cohort was conducted from May 2017 to September 2019, with centralized follow‑up every two years, and a special survey on COVID-19 was completed between May and June 2024. Participants with a history of COVID‑19 who completed the second follow‑up [median follow-up duration of 4.7 (4.4-4.8) years] and underwent cranial MRI were enrolled in the present study. ALS was calculated from ten baseline clinical indicators: systolic and diastolic blood pressure, resting pulse, BMI, waist-to-hip ratio, TC, HDL-C, glycated hemoglobin, serum albumin, and high‑sensitivity C‑reactive protein. According to the total ALS score, participants were classified into low‑ALS (0-1 points), moderate‑ALS (2-3 points), and high‑ALS (≥4 points) groups. CSVD imaging markers were assessed based on cranial MRI, including lacunes, cerebral microbleeds, enlarged perivascular spaces (EPVS), and white matter hyperintensities. By comparing cranial MRI findings at baseline and follow-up, progression was determined for each individual CSVD imaging marker, for overall CSVD imaging progression (defined as progression of any of the above markers), and for total CSVD burden progression according to the Wardlaw criteria and the modified Rothwell criteria. Associations between ALS groups and CSVD progression were estimated using generalized linear models.
Results  A total of 1663 participants were included in this study, including 555 in the low‑ALS group, 697 in the moderate‑ALS group, and 411 in the high‑ALS group. After adjustment for covariates, compared with the low‑ALS group, the high‑ALS group had a 90% higher risk of incident lacunes (RR 1.90, 95%CI 1.24-2.90, P=0.003). Each 1‑point increment in ALS was associated with an 18% higher risk of incident lacunes (RR 1.18, 95%CI 1.09-1.29, P<0.001). In terms of EPVS grading progression, each 1‑point increase in ALS was associated with a 5% higher risk of EPVS grading progression in the basal ganglia (RR 1.05, 95%CI 1.01-1.10, P=0.030). Compared with the low-ALS group, both the moderate‑ALS group (RR 1.14, 95%CI 1.03-1.25, P=0.010) and the high‑ALS group (RR 1.13, 95%CI 1.01-1.26, P=0.028) showed a higher risk of overall CSVD imaging progression. Each 1‑point increase in ALS was associated with a 3% higher risk (RR 1.03, 95%CI 1.01-1.05, P=0.007). According to the Wardlaw criteria, both the moderate‑ALS group (RR 1.18, 95%CI 1.04-1.35, P=0.012) and the high‑ALS group (RR 1.22, 95%CI 1.05-1.40, P=0.008) also exhibited a higher risk of total CSVD burden progression than the low-ALS group. Each 1‑point ALS increment was associated with a 4% higher risk (RR 1.04, 95%CI 1.01-1.07, P=0.007).
Conclusions  Among individuals with COVID‑19, higher ALS levels were associated with increased risks of imaging progression and total burden progression of CSVD, primarily manifested as an increased risk of incident lacunes. These findings suggest that long‑term physiological stress may contribute to COVID‑19-related cerebral microvascular injury.

Key words: Allostatic load score; Coronavirus disease 2019; Cerebral small vessel disease; Cerebral microbleed; Lacune; Cohort study

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