Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, L02-57 2/F, Laboratory Block, 21 Sassoon Road, Pokfulam, Hong Kong, SAR, China.
Laboratory of Data Discovery for Health (D24H), Hong Kong Science and Technology Park, Hong Kong, China.
BMC Med. 2024 Oct 14;22(1):461. doi: 10.1186/s12916-024-03630-6.
Few studies have attempted to use clinical and laboratory parameters to stratify COVID-19 patients with severe versus non-severe initial disease and evaluate age-specific differences in developing multiple different COVID-19-associated disease outcomes.
A retrospective cohort included patients from the electronic health database of Hong Kong Hospital Authority between 1 January 2022 and 15 August 2022 until 15 November 2022. The cohort was divided into three cohorts by age (≤ 40, 41-64, and ≥ 65 years old). Each age cohort was stratified into four groups: (1) COVID-19 critically exposed group (ICU admission, mechanical ventilation support, CRP > 80 mg/L, or D-dimer > 2 g/mL), (2) severely exposed group (CRP 30-80 mg/L, D-dimer 0.5-2 g/mL, or CT value < 20), (3) mildly-moderately exposed group (COVID-19 positive-tested but not fulfilling the criteria for the aforementioned critically and severely exposed groups), and (4) unexposed group (without COVID-19). The characteristics between groups were adjusted with propensity score-based marginal mean weighting through stratification. Cox regression was conducted to determine the association of COVID-19 disease severity with disease outcomes and mortality in the acute and post-acute phase (< 30 and ≥ 30 days from COVID-19 infection) in each age group.
A total of 286,114, 320,304 and 194,227 patients with mild-moderate COVID-19 infection; 18,419, 23,678 and 31,505 patients with severe COVID-19 infection; 1,168, 2,261 and 10,178 patients with critical COVID-19 infection, and 1,143,510, 1,369,365 and 1,012,177 uninfected people were identified in aged ≤ 40, 40-64, and ≥ 65 groups, respectively. Compared to the unexposed group, a general trend tending towards an increase in risks of multiple different disease outcomes as COVID-19 disease severity increases, with advancing age, was identified in both the acute and post-acute phases. Notably, the mildly-moderately exposed group were associated with either insignificant risks (aged ≤ 40) or the lowest risks (aged > 40) for the disease outcomes in the acute phase of infection (e.g., mortality risk HR (aged ≤ 40): 1.0 (95%CI: 0.5,2.0), HR (aged 41-64): 2.1 (95%CI: 1.8, 2.6), HR (aged > 65): 4.8 (95%CI: 4.6, 5.1)); while in the post-acute phase, these risks were largely insignificant in those aged < 65, remaining significant only in the elderly (age ≥ 65) (e.g., mortality risk HR (aged ≤ 40): 0.8 (95%CI: (0.5, 1.0)), HR (aged 41-64): 1.1 (95%CI: 1.0,1.2), HR (aged > 65): 1.5 (95%CI: 1.5,1.6)). Fully vaccinated patients were associated with lower risks of disease outcomes than those receiving less than two doses of vaccination.
The risk of multiple different disease outcomes in both acute and post-acute phases increased significantly with the increasing severity of acute COVID-19 illness, specifically among the elderly. Moreover, future studies could improve by risk-stratifying patients based on universally accepted thresholds for clinical parameters, particularly biomarkers, using biological evidence from immunological studies.
很少有研究试图使用临床和实验室参数来对 COVID-19 患者的严重程度与非严重程度进行分层,并评估在出现多种不同 COVID-19 相关疾病结局方面的年龄特异性差异。
本回顾性队列研究纳入了 2022 年 1 月 1 日至 2022 年 8 月 15 日期间香港医院管理局电子健康数据库中的患者,直至 2022 年 11 月 15 日。该队列根据年龄(≤40 岁、41-64 岁和≥65 岁)分为三个队列。每个年龄队列分为四组:(1)COVID-19 重症暴露组(入住 ICU、机械通气支持、CRP>80mg/L 或 D-二聚体>2g/mL),(2)严重暴露组(CRP30-80mg/L、D-二聚体 0.5-2g/mL 或 CT 值<20),(3)轻度-中度暴露组(COVID-19 阳性检测但不符合上述重症和严重暴露组标准),和(4)未暴露组(无 COVID-19)。通过分层的倾向评分匹配边际均值加权对组间特征进行调整。在每个年龄组中,使用 Cox 回归确定 COVID-19 疾病严重程度与急性和亚急性(COVID-19 感染后<30 天和≥30 天)期间疾病结局和死亡率之间的关系。
在年龄≤40 岁、40-64 岁和≥65 岁的患者中,分别有 286114 例、320304 例和 194227 例轻度-中度 COVID-19 感染患者;18419 例、23678 例和 31505 例严重 COVID-19 感染患者;1168 例、2261 例和 10178 例重症 COVID-19 感染患者;以及 1143510 例、1369365 例和 1012177 例未感染患者。与未暴露组相比,在急性和亚急性阶段,随着 COVID-19 疾病严重程度的增加,年龄越大,多种不同疾病结局的风险普遍呈增加趋势。值得注意的是,在感染的急性阶段,轻度-中度暴露组的风险要么无统计学意义(年龄≤40 岁),要么最低(年龄>40 岁)(例如,死亡风险 HR(年龄≤40 岁):1.0(95%CI:0.5,2.0),HR(年龄 41-64 岁):2.1(95%CI:1.8,2.6),HR(年龄>65 岁):4.8(95%CI:4.6,5.1));而在亚急性阶段,在年龄<65 岁的人群中,这些风险大多无统计学意义,仅在老年人(年龄≥65 岁)中仍然显著(例如,死亡风险 HR(年龄≤40 岁):0.8(95%CI:(0.5,1.0)),HR(年龄 41-64 岁):1.1(95%CI:1.0,1.2),HR(年龄>65 岁):1.5(95%CI:1.5,1.6))。完全接种疫苗的患者的疾病结局风险低于接受少于两剂疫苗接种的患者。
在急性 COVID-19 疾病的急性和亚急性阶段,随着疾病严重程度的增加,多种不同疾病结局的风险显著增加,特别是在老年人中。此外,未来的研究可以通过使用来自免疫研究的生物学证据,根据临床参数(特别是生物标志物)的普遍接受阈值对患者进行风险分层来改进。