Catalano Alberto, Sacerdote Carlotta, Alvich Marco, Macciotta Alessandra, Milani Lorenzo, Destefanis Cinzia, Gebru Kibrom Teklay, Sodano Barbara, Padroni Lisa, Giraudo Maria Teresa, Ciccone Giovannino, Pagano Eva, Boccuzzi Adriana, Caramello Valeria, Ricceri Fulvio
Centre for Biostatistics, Epidemiology, and Public Health, Department of Clinical and Biological Sciences, University of Turin, Orbassano, 10043 Turin, Italy.
Department of Translational Medicine, University of Eastern Piedmont, 28100 Novara, Italy.
J Clin Med. 2024 Nov 26;13(23):7182. doi: 10.3390/jcm13237182.
Charlson Comorbidity Index (CCI) is one of the most reliable indicators to assess the impact of multimorbidity on COVID-19-related outcomes. Moreover, the patient's clinical conditions are associated with SARS-CoV-2 outcomes. This study aimed to analyze the association between multimorbidity and COVID-19-related outcomes, evaluating whether the National Early Warning Score 2 (NEWS2) mediated these associations. Data were obtained through the platform "EPICLIN". We analyzed all patients who tested positive for COVID-19 after accessing the emergency department (ED) of San Luigi Gonzaga (Orbassano) and Molinette (Turin) hospitals from 1 March to 30 June 2020. Different outcomes were assessed: non-discharge from the ED, 30-day mortality, ICU admission/death among hospitalized patients, and length of hospitalization among surviving patients. Two subgroups of patients (<65 and 65+ years old) were analyzed using logistic regressions, Cox models, and mediation analyses. There was a greater risk of not being discharged or dying among those who were younger and with CCI ≥ 2. Moreover, the higher the CCI, the longer the length of hospitalization. Considering older subjects, a greater CCI was associated with a higher risk of death. Regarding the mediation analyses, multimorbidity significantly impacted the hospitalization length and not being discharged in the younger population. Instead, in the older population, the NEWS2 played a mediation role. This research showed that multimorbidity is a risk factor for a worse prognosis of COVID-19. Moreover, there was a strong direct effect of CCI on not being discharged, and the NEWS2 was found to act as mediator in the association between multimorbidity and COVID-19-related outcomes.
查尔森合并症指数(CCI)是评估多种合并症对新冠病毒疾病相关预后影响的最可靠指标之一。此外,患者的临床状况与严重急性呼吸综合征冠状病毒2(SARS-CoV-2)的预后相关。本研究旨在分析多种合并症与新冠病毒疾病相关预后之间的关联,评估国家早期预警评分2(NEWS2)是否介导了这些关联。数据通过“EPICLIN”平台获取。我们分析了2020年3月1日至6月30日期间在圣路易吉·贡扎加(奥尔巴萨诺)医院和莫利内特(都灵)医院急诊科就诊后新冠病毒检测呈阳性的所有患者。评估了不同的预后情况:未从急诊科出院、30天死亡率、住院患者的重症监护病房(ICU)入住/死亡情况以及存活患者的住院时长。使用逻辑回归、Cox模型和中介分析对两个患者亚组(年龄<65岁和≥65岁)进行了分析。年龄较小且CCI≥2的患者未出院或死亡的风险更高。此外,CCI越高,住院时长越长。对于老年患者,CCI越高,死亡风险越高。关于中介分析,多种合并症对年轻人群的住院时长和未出院情况有显著影响。相反,在老年人群中,NEWS2起到了中介作用。这项研究表明,多种合并症是新冠病毒疾病预后较差的一个风险因素。此外,CCI对未出院情况有很强的直接影响,并且发现NEWS2在多种合并症与新冠病毒疾病相关预后之间的关联中起到中介作用。