Kuo Raymond N, Chen Wanchi, Shau Wen-Yi
Institute of Health Policy and Management, College of Public Health, National Taiwan University, 632R, No.17, Syujhou Rd., Taipei City 100, Taiwan.
Population Health Research Center, National Taiwan University, Taipei City, Taiwan.
BMC Pulm Med. 2025 Jan 26;25(1):43. doi: 10.1186/s12890-024-03468-x.
Since 2021, COVID-19 has had a substantial impact on global health and continues to contribute to serious health outcomes. In Taiwan, most research has focused on hospitalized patients or mortality cases, leaving important gaps in understanding the broader effects of the disease and identifying individuals at high risk. This study aims to investigate the risk factors for disease progression through a nationwide population-based cohort study on COVID-19 in Taiwan.
This study included 15,056 patients diagnosed with COVID-19 between January 1, 2021, and December 31, 2021, using the Taiwan National Health Insurance Research Database. Baseline and clinical characteristics were collected to verify the association with progression to severity outcomes, including hospital admission, intensive care unit (ICU) admission, invasive ventilatory support, fatal outcome, and the composite outcome of these four events. Patients were observed for 30 days for disease progression. Multivariable logistic regression models were used to calculate odd ratios and 95% confidence intervals (CIs) for each outcome, adjusting for age, sex, region, risk factors, and vaccination status.
Overall, 8,169 patients diagnosed during outpatient visits and 6,887 patients diagnosed during hospitalization were analyzed. Adjusting for age, sex, region, risk factors, and vaccination status, elderly patients had higher risks of hospital admission, ICU admission, invasive ventilatory support, fatal outcome, and composite outcome. Specifically, the risk of the fatal outcome was significantly higher for patients aged 75-84 (odds ratio: 6.11, 95% CI: 4.75-7.87) and those aged 85 years and older (12.70, 9.48-17.02). Patients with cardiovascular disease exhibited higher risks of hospital admission (1.60, 1.31-1.96), ICU admission (1.52, 1.31-1.78), invasive ventilatory support (1.57, 1.26-1.96), and fatal outcomes (1.26, 1.03-1.54) and the composite outcome (1.66, 1.20-1.54). Diabetes mellitus was identified as a significant risk factor for all clinical outcomes (hospital admission: 1.89, 1.53-2.35; ICU admission: 1.53, 1.30-1.79; invasive ventilatory support: 1.27, 1.01-1.60; the composite outcome: 1.45, 1.28-1.66), except for the fatal outcome.
This study indicated the impact of sex, age, and risk factors on the clinical outcomes of COVID-19 patients in Taiwan. Elderly patients and those with cardiovascular disease or diabetes mellitus had higher risks for severe outcomes, including hospitalization, ICU admission, invasive ventilatory support, and mortality. These findings can provide evidence for a better understanding of risk factors for disease progression and inform targeted intervention.
自2021年以来,新冠病毒病对全球健康产生了重大影响,并继续导致严重的健康后果。在台湾地区,大多数研究集中在住院患者或死亡病例上,在了解该疾病的更广泛影响和识别高危个体方面存在重要空白。本研究旨在通过一项基于全台湾地区人群的新冠病毒病队列研究,调查疾病进展的危险因素。
本研究使用台湾全民健康保险研究数据库,纳入了2021年1月1日至2021年12月31日期间诊断为新冠病毒病的15056例患者。收集基线和临床特征,以验证与进展为严重结局的相关性,这些严重结局包括住院、重症监护病房(ICU)收治、有创通气支持、死亡结局以及这四个事件的复合结局。对患者进行30天的疾病进展观察。使用多变量逻辑回归模型计算每个结局的比值比和95%置信区间(CI),并对年龄、性别、地区、危险因素和疫苗接种状况进行校正。
总体而言,分析了门诊诊断的8169例患者和住院诊断的6887例患者。校正年龄、性别、地区、危险因素和疫苗接种状况后,老年患者住院、入住ICU、接受有创通气支持、死亡结局和复合结局的风险更高。具体而言,75 - 84岁患者的死亡结局风险显著更高(比值比:6.11,95%CI:4.75 - 7.87),85岁及以上患者的死亡结局风险更高(12.70,9.48 - 17.02)。心血管疾病患者住院(1.60,1.31 - 1.96)、入住ICU(1.52,1.31 - 1.78)、接受有创通气支持(1.57,1.26 - 1.96)、死亡结局(1.26,1.03 - 1.54)和复合结局(1.66,1.20 - 1.54)的风险更高。糖尿病被确定为所有临床结局(住院:1.89,1.53 - 2.35;入住ICU:1.53,1.30 - 1.79;接受有创通气支持:1.27,1.01 - 1.60;复合结局:1.45,1.28 - 1.66)的显著危险因素,但死亡结局除外。
本研究表明了性别、年龄和危险因素对台湾地区新冠病毒病患者临床结局的影响。老年患者以及患有心血管疾病或糖尿病的患者出现严重结局(包括住院、入住ICU、接受有创通气支持和死亡)的风险更高。这些发现可为更好地理解疾病进展的危险因素提供证据,并为针对性干预提供参考。