College of Health & Medical Technology, Sulaimani Polytechnic University, Sulaimani, KRG.
Unit of Clinical Laboratory Science, University Campus Bio-Medico of Rome, Rome, Italy.
New Microbiol. 2023 May;46(2):170-185.
The effects of clinical symptoms, laboratory indicators, and comorbidity status of SARS-CoV-2-infected patients on the severity of disease and the risk of death were investigated. Questionnaires and electronic medical records of 371 hospitalized COVID-19 patients were used for data collection (demographics, clinical manifestation, comorbidities, laboratory data). Association among categorical variables was determined using Kolmogorov-Smirnov test (P-value ≤0.05). Median age of study population (249 males, 122 females) was 65 years. Roc curves analysis found that age ≥64 years and age ≥67 years are significant cut-offs identifying patients with more severe disease and mortality at 30 days. CRP values at cut-off ≥80.7 and ≥95.8 significantly identify patients with more severe disease and mortality. Patients with more severe disease and risk of death were significantly identified with platelet value at the cut-off ≤160,000, hemoglobin value at the cut-off ≤11.7, D-Dimer values ≥1383 and ≥1270, and with values of neutrophil granulocytes (≥8.2 and ≤2) and lymphocytes (≤2 and ≤2.4). Detailed clinical investigation suggests granulocytes together with lymphopenia may be a potential indicator for diagnosis. Older age, several comorbidities (cancer, cardiovascular diseases, hypertension) and more laboratory abnormalities (CRP, D-Dimer, platelets, hemoglobin) were associated with development of more severity and mortality among COVID-19 patients.
本研究旨在探讨 SARS-CoV-2 感染患者的临床症状、实验室指标和合并症状态对疾病严重程度和死亡风险的影响。收集了 371 名住院 COVID-19 患者的问卷和电子病历(人口统计学、临床表现、合并症、实验室数据)用于数据分析。分类变量之间的关联采用 Kolmogorov-Smirnov 检验(P 值≤0.05)。研究人群的中位年龄(249 名男性,122 名女性)为 65 岁。ROC 曲线分析发现,年龄≥64 岁和年龄≥67 岁是识别 30 天内疾病更严重和死亡率更高的重要切点。CRP 值≥80.7 和≥95.8 可显著识别疾病更严重和死亡率更高的患者。血小板值≤160,000、血红蛋白值≤11.7、D-二聚体值≥1383 和≥1270 以及中性粒细胞(≥8.2 和≤2)和淋巴细胞(≤2 和≤2.4)值可显著识别疾病更严重和死亡风险更高的患者。详细的临床研究表明,粒细胞减少伴淋巴细胞减少可能是 COVID-19 诊断的潜在指标。年龄较大、合并多种合并症(癌症、心血管疾病、高血压)以及更多实验室异常(CRP、D-二聚体、血小板、血红蛋白)与 COVID-19 患者病情加重和死亡率升高有关。