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新冠病毒病生物标志物的预后价值:与疾病严重程度、病毒变体及合并症的关联——一项回顾性观察性单中心队列研究

Prognostic Value of Biomarkers in COVID-19: Associations with Disease Severity, Viral Variants, and Comorbidities-A Retrospective Observational Single-Center Cohort Study.

作者信息

Barušić Zoran, Bodulić Kristian, Zember Sanja, Laškaj Renata, Čivljak Rok, Puljiz Ivan, Kurolt Ivan-Christian, Šafranko Željka Mačak, Krajinović Lidija Cvetko, Karić Petra Svoboda, Markotić Alemka

机构信息

University Hospital for Infectious Diseases "Dr. Fran Mihaljević", 10 000 Zagreb, Croatia.

School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia.

出版信息

Life (Basel). 2025 Apr 10;15(4):634. doi: 10.3390/life15040634.

DOI:10.3390/life15040634
PMID:40283188
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12028838/
Abstract

Coronavirus disease (COVID-19) exhibits a wide spectrum of clinical severity and has been associated with specific biomarkers linked to disease progression and outcomes. This retrospective study analyzed sera from 1222 adult COVID-19 patients hospitalized at the University Hospital for Infectious Diseases in Croatia. We examined the association between several laboratory biomarker levels measured at patient admission and disease severity, fatal outcomes, viral variants and clinical parameters. Deceased patients and surviving patients with severe COVID-19 exhibited significantly elevated levels of several biomarkers on admission, including hs-troponin T, N-terminal pro-brain natriuretic peptide, creatine kinase, C-reactive protein, procalcitonin, interleukin-6, lactate dehydrogenase, lactate, urea and creatinine. Random forest models identified lymphocyte percentage, D-dimers, and hs-troponin T as the most important biomarkers for fatal outcome prediction, achieving 84.1% accuracy. Patients infected with the Delta SARS-CoV-2 variant exhibited significantly higher levels of proinflammatory, cardiac and renal biomarkers. Vaccination correlated with reduced proinflammatory parameters and higher lymphocyte proportions. Hypertension, chronic renal disease and diabetes were associated with increased cardiac, renal and metabolic biomarker levels, respectively. These findings highlight the association of several laboratory biomarkers with COVID-19 severity, viral variants, vaccination status and comorbidities, potentially offering prognostic insights into COVID-19 outcomes.

摘要

冠状病毒病(COVID-19)临床表现出广泛的严重程度,并且与疾病进展和结局相关的特定生物标志物有关。这项回顾性研究分析了克罗地亚传染病大学医院收治的1222例成年COVID-19患者的血清。我们研究了患者入院时检测的几种实验室生物标志物水平与疾病严重程度、致命结局、病毒变体和临床参数之间的关联。死亡患者和重症COVID-19存活患者入院时几种生物标志物水平显著升高,包括高敏肌钙蛋白T、N末端脑钠肽前体、肌酸激酶、C反应蛋白、降钙素原、白细胞介素-6、乳酸脱氢酶、乳酸、尿素和肌酐。随机森林模型确定淋巴细胞百分比、D-二聚体和高敏肌钙蛋白T是预测致命结局最重要的生物标志物,准确率达到84.1%。感染Delta SARS-CoV-2变体的患者促炎、心脏和肾脏生物标志物水平显著更高。接种疫苗与促炎参数降低和淋巴细胞比例升高相关。高血压、慢性肾病和糖尿病分别与心脏、肾脏和代谢生物标志物水平升高有关。这些发现突出了几种实验室生物标志物与COVID-19严重程度、病毒变体、疫苗接种状态和合并症之间的关联,可能为COVID-19结局提供预后见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bee1/12028838/b6f78bb3a531/life-15-00634-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bee1/12028838/f93f02d62a18/life-15-00634-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bee1/12028838/6e624b90d552/life-15-00634-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bee1/12028838/b6f78bb3a531/life-15-00634-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bee1/12028838/f93f02d62a18/life-15-00634-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bee1/12028838/6e624b90d552/life-15-00634-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bee1/12028838/b6f78bb3a531/life-15-00634-g003.jpg

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Neutrophil/Lymphocyte Ratio (NLR) and Lymphocyte/Monocyte Ratio (LMR) - Risk of Death Inflammatory Biomarkers in Patients with COVID-19.
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