• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

使用动态时间规整分析进行生物标志物识别:英国一家三级医院 COVID-19 患者的纵向队列研究。

Biomarker identification using dynamic time warping analysis: a longitudinal cohort study of patients with COVID-19 in a UK tertiary hospital.

机构信息

Faculty of Medicine, University of Southampton, Southampton, UK.

Faculty of Medicine, University of Southampton, Southampton, UK

出版信息

BMJ Open. 2022 Feb 15;12(2):e050331. doi: 10.1136/bmjopen-2021-050331.

DOI:10.1136/bmjopen-2021-050331
PMID:35168965
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8852240/
Abstract

OBJECTIVES

COVID-19 is a heterogeneous disease, and many reports have described variations in demographic, biochemical and clinical features at presentation influencing overall hospital mortality. However, there is little information regarding longitudinal changes in laboratory prognostic variables in relation to disease progression in hospitalised patients with COVID-19.

DESIGN AND SETTING

This retrospective observational report describes disease progression from symptom onset, to admission to hospital, clinical response and discharge/death among patients with COVID-19 at a tertiary centre in South East England.

PARTICIPANTS

Six hundred and fifty-one patients treated for SARS-CoV-2 between March and September 2020 were included in this analysis. Ethical approval was obtained from the HRA Specific Review Board (REC 20/HRA/2986) for waiver of informed consent.

RESULTS

The majority of patients presented within 1 week of symptom onset. The lowest risk patients had low mortality (1/45, 2%), and most were discharged within 1 week after admission (30/45, 67%). The highest risk patients, as determined by the 4C mortality score predictor, had high mortality (27/29, 93%), with most dying within 1 week after admission (22/29, 76%). Consistent with previous reports, most patients presented with high levels of C reactive protein (CRP) (67% of patients >50 mg/L), D-dimer (98%>upper limit of normal (ULN)), ferritin (65%>ULN), lactate dehydrogenase (90%>ULN) and low lymphocyte counts (81%<lower limit of normal (LLN)). Increases in platelet counts and decreases in CRP, neutrophil:lymphocyte ratio (p<0.001), lactate dehydrogenase, neutrophil counts, urea and white cell counts (all p<0.01) were each associated with discharge.

CONCLUSIONS

Serial measurement of routine blood tests may be a useful prognostic tool for monitoring treatment response in hospitalised patients with COVID-19. Changes in other biochemical parameters often included in a 'COVID-19 bundle' did not show significant association with outcome, suggesting there may be limited clinical benefit of serial sampling. This may have direct clinical utility in the context of escalating healthcare costs of the pandemic.

摘要

目的

COVID-19 是一种异质性疾病,许多报告描述了在发病时表现出的人口统计学、生化和临床特征的变化,这些变化影响着整体住院病死率。然而,关于 COVID-19 住院患者疾病进展过程中实验室预后变量的纵向变化的信息很少。

设计和设置

本回顾性观察性报告描述了在英格兰东南部的一家三级中心治疗的 COVID-19 患者从症状发作到住院、临床反应和出院/死亡的疾病进展情况。

参与者

在这项分析中,纳入了 2020 年 3 月至 9 月期间接受 SARS-CoV-2 治疗的 651 名患者。伦理批准由 HRA 特定审查委员会(REC 20/HRA/2986)获得,豁免了知情同意。

结果

大多数患者在症状出现后 1 周内就诊。风险最低的患者死亡率较低(45 例中 1 例,2%),大多数在入院后 1 周内出院(45 例中 30 例,67%)。4C 死亡率评分预测器确定的风险最高的患者死亡率较高(29 例中 27 例,93%),大多数在入院后 1 周内死亡(29 例中 22 例,76%)。与先前的报告一致,大多数患者的 C 反应蛋白(CRP)水平较高(67%的患者>50mg/L),D-二聚体(98%>正常值上限(ULN))、铁蛋白(65%>ULN)、乳酸脱氢酶(90%>ULN)和淋巴细胞计数较低(81%<下限(LLN))。血小板计数增加,CRP、中性粒细胞:淋巴细胞比值(p<0.001)、乳酸脱氢酶、中性粒细胞计数、尿素和白细胞计数降低(均 p<0.01)均与出院相关。

结论

连续测量常规血液检查可能是监测 COVID-19 住院患者治疗反应的有用预后工具。其他生化参数的变化,包括通常包含在“COVID-19 套餐”中的参数,与结局没有显著关联,这表明连续采样可能没有临床获益。这在大流行期间不断上升的医疗保健成本的背景下具有直接的临床应用价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8c91/8852240/930f8f94e38b/bmjopen-2021-050331f04.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8c91/8852240/5b4557f0e341/bmjopen-2021-050331f01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8c91/8852240/15a5dcda8b67/bmjopen-2021-050331f02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8c91/8852240/51fd26dd92f8/bmjopen-2021-050331f03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8c91/8852240/930f8f94e38b/bmjopen-2021-050331f04.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8c91/8852240/5b4557f0e341/bmjopen-2021-050331f01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8c91/8852240/15a5dcda8b67/bmjopen-2021-050331f02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8c91/8852240/51fd26dd92f8/bmjopen-2021-050331f03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8c91/8852240/930f8f94e38b/bmjopen-2021-050331f04.jpg

相似文献

1
Biomarker identification using dynamic time warping analysis: a longitudinal cohort study of patients with COVID-19 in a UK tertiary hospital.使用动态时间规整分析进行生物标志物识别:英国一家三级医院 COVID-19 患者的纵向队列研究。
BMJ Open. 2022 Feb 15;12(2):e050331. doi: 10.1136/bmjopen-2021-050331.
2
Accuracy of routine laboratory tests to predict mortality and deterioration to severe or critical COVID-19 in people with SARS-CoV-2.常规实验室检测对预测 SARS-CoV-2 感染者死亡和病情恶化为重症或危重症 COVID-19 的准确性。
Cochrane Database Syst Rev. 2024 Aug 6;8(8):CD015050. doi: 10.1002/14651858.CD015050.pub2.
3
Safety and efficacy assessment of allogeneic human dental pulp stem cells to treat patients with severe COVID-19: structured summary of a study protocol for a randomized controlled trial (Phase I / II).同种异体人牙髓干细胞治疗重症 COVID-19 患者的安全性和有效性评估:一项随机对照试验(I/II 期)研究方案的结构化总结
Trials. 2020 Jun 12;21(1):520. doi: 10.1186/s13063-020-04380-5.
4
Testing the efficacy and safety of BIO101, for the prevention of respiratory deterioration, in patients with COVID-19 pneumonia (COVA study): a structured summary of a study protocol for a randomised controlled trial.评估 BIO101 预防 COVID-19 肺炎患者呼吸恶化的疗效和安全性(COVA 研究):一项随机对照试验研究方案的结构化总结。
Trials. 2021 Jan 11;22(1):42. doi: 10.1186/s13063-020-04998-5.
5
Mortality predictors of hospitalized patients with COVID-19: Retrospective cohort study from Nur-Sultan, Kazakhstan.COVID-19 住院患者的死亡预测因素:来自哈萨克斯坦努尔苏丹的回顾性队列研究。
PLoS One. 2021 Dec 22;16(12):e0261272. doi: 10.1371/journal.pone.0261272. eCollection 2021.
6
Research Evaluation Alongside Clinical Treatment in COVID-19 (REACT COVID-19): an observational and biobanking study.COVID-19 临床治疗伴随研究评估(REACT COVID-19):一项观察性和生物库研究。
BMJ Open. 2021 Jan 22;11(1):e043012. doi: 10.1136/bmjopen-2020-043012.
7
A randomized open-label trial to evaluate the efficacy and safety of triple therapy with aspirin, atorvastatin, and nicorandil in hospitalised patients with SARS Cov-2 infection: A structured summary of a study protocol for a randomized controlled trial.一项评价阿司匹林、阿托伐他汀和尼可地尔三联疗法在 SARS-CoV-2 感染住院患者中的疗效和安全性的随机、开放标签试验:一项随机对照试验研究方案的结构化总结。
Trials. 2021 Jul 15;22(1):451. doi: 10.1186/s13063-021-05361-y.
8
Subcutaneous Sarilumab in hospitalised patients with moderate-severe COVID-19 infection compared to the standard of care (SARCOVID): a structured summary of a study protocol for a randomised controlled trial.皮下注射沙利鲁单抗治疗中重度 COVID-19 感染住院患者与标准治疗(SARCOVID)的比较:一项随机对照试验研究方案的结构化总结。
Trials. 2020 Sep 9;21(1):772. doi: 10.1186/s13063-020-04588-5.
9
Coagulopathy of hospitalised COVID-19: A Pragmatic Randomised Controlled Trial of Therapeutic Anticoagulation versus Standard Care as a Rapid Response to the COVID-19 Pandemic (RAPID COVID COAG - RAPID Trial): A structured summary of a study protocol for a randomised controlled trial.住院 COVID-19 患者的凝血病:治疗性抗凝与标准治疗作为对 COVID-19 大流行的快速反应的实用随机对照试验 (RAPID COVID COAG - RAPID 试验):一项随机对照试验研究方案的结构化总结。
Trials. 2021 Mar 10;22(1):202. doi: 10.1186/s13063-021-05076-0.
10
Risk factors and early prediction of clinical deterioration and mortality in adult COVID-19 inpatients: an Australian tertiary hospital experience.成人 COVID-19 住院患者临床恶化和死亡的危险因素及早期预测:澳大利亚一家三级医院的经验。
Intern Med J. 2022 Apr;52(4):550-558. doi: 10.1111/imj.15631.

引用本文的文献

1
The Role of Serial Monitoring of Laboratory Parameters in Determining the Need for Intensive Care in Severe COVID-19: A Single-Center Retrospective Study.实验室指标的连续监测在确定重症 COVID-19 患者重症监护需求中的作用:一项单中心回顾性研究
Infect Dis Clin Microbiol. 2025 Jun 26;7(2):133-142. doi: 10.36519/idcm.2025.508. eCollection 2025 Jun.
2
Chest computed tomography and plain radiographs demonstrate vascular distribution and characteristics in COVID-19 lung disease - a pulmonary vasculopathy.胸部计算机断层扫描和X线平片显示了新型冠状病毒肺炎肺部疾病(一种肺血管病变)中的血管分布及特征。
Ulster Med J. 2025 Apr;94(1):4-12. Epub 2025 Apr 30.
3

本文引用的文献

1
Safety, tolerability and viral kinetics during SARS-CoV-2 human challenge in young adults.在年轻成年人中进行 SARS-CoV-2 人体挑战的安全性、耐受性和病毒动力学。
Nat Med. 2022 May;28(5):1031-1041. doi: 10.1038/s41591-022-01780-9. Epub 2022 Mar 31.
2
Wave comparisons of clinical characteristics and outcomes of COVID-19 admissions - Exploring the impact of treatment and strain dynamics.新冠病毒感染住院患者临床特征与结局的波次比较——探究治疗及毒株动态变化的影响
J Clin Virol. 2022 Jan;146:105031. doi: 10.1016/j.jcv.2021.105031. Epub 2021 Nov 23.
3
Dysregulation of COVID-19 related gene expression in the COPD lung.
Hidden in plain sight: the impact of human rhinovirus infection in adults.
隐匿于众目睽睽之下:人鼻病毒感染对成年人的影响。
Respir Res. 2025 Mar 28;26(1):120. doi: 10.1186/s12931-025-03178-w.
4
Study of Biochemical Parameters as Predictors for Need of Invasive Ventilation in Severely Ill COVID-19 Patients.新冠重症患者生化指标作为有创通气需求预测指标的研究
J Crit Care Med (Targu Mures). 2023 Nov 14;9(4):262-270. doi: 10.2478/jccm-2023-0030. eCollection 2023 Oct.
5
Vascular risk factors for COVID-19 ARDS: endothelium, contact-kinin system.新冠病毒感染所致急性呼吸窘迫综合征的血管危险因素:内皮、接触激肽系统。
Front Med (Lausanne). 2023 Jun 28;10:1208866. doi: 10.3389/fmed.2023.1208866. eCollection 2023.
6
Characterising biological mechanisms underlying ethnicity-associated outcomes in COVID-19 through biomarker trajectories: a multicentre registry analysis.通过生物标志物轨迹刻画 COVID-19 中与种族相关结局的生物学机制:一项多中心登记分析。
Br J Anaesth. 2023 Sep;131(3):491-502. doi: 10.1016/j.bja.2023.04.008. Epub 2023 Apr 21.
7
On-admission and dynamic trend of laboratory profiles as prognostic biomarkers in COVID-19 inpatients.住院时和动态变化的实验室指标特征可作为 COVID-19 住院患者的预后生物标志物。
Sci Rep. 2023 Apr 28;13(1):6993. doi: 10.1038/s41598-023-34166-z.
8
Comparison of time series clustering methods for identifying novel subphenotypes of patients with infection.比较时间序列聚类方法,以鉴定感染患者的新型亚表型。
J Am Med Inform Assoc. 2023 May 19;30(6):1158-1166. doi: 10.1093/jamia/ocad063.
9
Biochemical and hematological factors associated with COVID-19 severity among Gabonese patients: A retrospective cohort study.与加蓬患者 COVID-19 严重程度相关的生化和血液学因素:一项回顾性队列研究。
Front Cell Infect Microbiol. 2022 Dec 23;12:975712. doi: 10.3389/fcimb.2022.975712. eCollection 2022.
10
Digital healthcare in COPD management: a narrative review on the advantages, pitfalls, and need for further research.慢性阻塞性肺疾病管理中的数字医疗:优势、缺陷及进一步研究需求的叙述性综述。
Ther Adv Respir Dis. 2022 Jan-Dec;16:17534666221075493. doi: 10.1177/17534666221075493.
COVID-19 相关基因表达在 COPD 肺中的失调。
Respir Res. 2021 May 29;22(1):164. doi: 10.1186/s12931-021-01755-3.
4
Respiratory viral infections in the elderly.老年人的呼吸道病毒感染
Ther Adv Respir Dis. 2021 Jan-Dec;15:1753466621995050. doi: 10.1177/1753466621995050.
5
SP-A and SP-D: Dual Functioning Immune Molecules With Antiviral and Immunomodulatory Properties.表面活性蛋白 A 和 D:具有抗病毒和免疫调节特性的双重功能免疫分子。
Front Immunol. 2021 Jan 19;11:622598. doi: 10.3389/fimmu.2020.622598. eCollection 2020.
6
Research Evaluation Alongside Clinical Treatment in COVID-19 (REACT COVID-19): an observational and biobanking study.COVID-19 临床治疗伴随研究评估(REACT COVID-19):一项观察性和生物库研究。
BMJ Open. 2021 Jan 22;11(1):e043012. doi: 10.1136/bmjopen-2020-043012.
7
INHALEd nebulised unfractionated HEParin for the treatment of hospitalised patients with COVID-19 (INHALE-HEP): Protocol and statistical analysis plan for an investigator-initiated international metatrial of randomised studies.吸入式雾化未分级肝素治疗 COVID-19 住院患者(INHALE-HEP):一项由研究者发起的国际多中心随机研究的方案和统计分析计划。
Br J Clin Pharmacol. 2021 Aug;87(8):3075-3091. doi: 10.1111/bcp.14714. Epub 2021 Jan 19.
8
Comparisons of early and late presentation to hospital in COVID-19 patients.新型冠状病毒肺炎患者早期和晚期入院情况的比较。
Respirology. 2021 Feb;26(2):204-205. doi: 10.1111/resp.13985. Epub 2020 Dec 6.
9
Safety and immunogenicity of ChAdOx1 nCoV-19 vaccine administered in a prime-boost regimen in young and old adults (COV002): a single-blind, randomised, controlled, phase 2/3 trial.在年轻和老年成年人中进行的一次单盲、随机、对照、2/3 期试验中,观察 ChAdOx1 nCoV-19 疫苗在初免-加强免疫方案中的安全性和免疫原性(COV002)。
Lancet. 2021 Dec 19;396(10267):1979-1993. doi: 10.1016/S0140-6736(20)32466-1. Epub 2020 Nov 19.
10
Safety and efficacy of inhaled nebulised interferon beta-1a (SNG001) for treatment of SARS-CoV-2 infection: a randomised, double-blind, placebo-controlled, phase 2 trial.吸入用干扰素 β-1a(SNG001)治疗 SARS-CoV-2 感染的安全性和有效性:一项随机、双盲、安慰剂对照、2 期临床试验。
Lancet Respir Med. 2021 Feb;9(2):196-206. doi: 10.1016/S2213-2600(20)30511-7. Epub 2020 Nov 12.