细菌性和病毒性脑膜炎患者血清细胞因子和趋化因子谱分析

IF 0.5 4区 医学 Q4 MEDICINE, RESEARCH & EXPERIMENTAL
Ramona Caragheorgheopol, Cătălin Țucureanu, Veronica Lazăr, Iuliana Caraș
{"title":"细菌性和病毒性脑膜炎患者血清细胞因子和趋化因子谱分析","authors":"Ramona Caragheorgheopol, Cătălin Țucureanu, Veronica Lazăr, Iuliana Caraș","doi":"10.2478/rrlm-2023-0023","DOIUrl":null,"url":null,"abstract":"Abstract Introduction : Cerebrospinal fluid (CSF) cytokines and chemokines have been reported by several studies as useful markers to discriminate bacterial and viral meningitis (BM and VM). This study aimed to investigate if serum cytokine and chemokine profiles could also differentiate BM from VM, thus circumventing the need for an invasive lumbar puncture. Methods : Serum cytokines and chemokines were measured in 153 samples from patients with BM (n=58), VM (n=69), and controls (C, n=26) using multiplex assays. Cytokine and chemokine concentrations were compared among groups, correlation analyses were performed, and BM and VM cases classification based on cytokine and chemokine patterns was tested using a Machine Learning algorithm. Results : IL-8, IL-1β, IL-6, IL-10, TNF-α, MCP-1, and ENA-78 showed a pronounced increase in the BM group compared to C (P<0.01). Comparison of cytokines and chemokines in BM vs. VM showed significantly higher levels of MCP-1, IL-8, IL-1β, IL-6 and IL-10 (P<0.01). Serum cytokine and chemokine concentrations were highly correlated in BM, being strongest for: MCP-1/IL-8, MCP-1/IL-1β, and IL-8/IL-1β (r=0.83; r=0.72; r=0.78, respectively). In VM, cytokine and chemokine correlations were weaker. The best predictors in the cytokine and chemokine pattern identified with a Random Forest algorithm for classifying BM vs VM were IL-8 and IL-10, and IL-6, but the specificity and sensitivity were low (85% and 69%, respectively). Conclusion : Our results suggest significant changes in serum IL-6, IL-8, IL-10, and IL-1β in BM, but these mediators may have limited value in differentiating BM from VM.","PeriodicalId":49599,"journal":{"name":"Revista Romana De Medicina De Laborator","volume":"48 1","pages":"0"},"PeriodicalIF":0.5000,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Serum cytokine and chemokine profiles of patients with confirmed bacterial and viral meningitis\",\"authors\":\"Ramona Caragheorgheopol, Cătălin Țucureanu, Veronica Lazăr, Iuliana Caraș\",\"doi\":\"10.2478/rrlm-2023-0023\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Abstract Introduction : Cerebrospinal fluid (CSF) cytokines and chemokines have been reported by several studies as useful markers to discriminate bacterial and viral meningitis (BM and VM). This study aimed to investigate if serum cytokine and chemokine profiles could also differentiate BM from VM, thus circumventing the need for an invasive lumbar puncture. Methods : Serum cytokines and chemokines were measured in 153 samples from patients with BM (n=58), VM (n=69), and controls (C, n=26) using multiplex assays. Cytokine and chemokine concentrations were compared among groups, correlation analyses were performed, and BM and VM cases classification based on cytokine and chemokine patterns was tested using a Machine Learning algorithm. Results : IL-8, IL-1β, IL-6, IL-10, TNF-α, MCP-1, and ENA-78 showed a pronounced increase in the BM group compared to C (P<0.01). Comparison of cytokines and chemokines in BM vs. VM showed significantly higher levels of MCP-1, IL-8, IL-1β, IL-6 and IL-10 (P<0.01). Serum cytokine and chemokine concentrations were highly correlated in BM, being strongest for: MCP-1/IL-8, MCP-1/IL-1β, and IL-8/IL-1β (r=0.83; r=0.72; r=0.78, respectively). In VM, cytokine and chemokine correlations were weaker. The best predictors in the cytokine and chemokine pattern identified with a Random Forest algorithm for classifying BM vs VM were IL-8 and IL-10, and IL-6, but the specificity and sensitivity were low (85% and 69%, respectively). Conclusion : Our results suggest significant changes in serum IL-6, IL-8, IL-10, and IL-1β in BM, but these mediators may have limited value in differentiating BM from VM.\",\"PeriodicalId\":49599,\"journal\":{\"name\":\"Revista Romana De Medicina De Laborator\",\"volume\":\"48 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.5000,\"publicationDate\":\"2023-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Revista Romana De Medicina De Laborator\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2478/rrlm-2023-0023\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"MEDICINE, RESEARCH & EXPERIMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Revista Romana De Medicina De Laborator","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2478/rrlm-2023-0023","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"MEDICINE, RESEARCH & EXPERIMENTAL","Score":null,"Total":0}
引用次数: 0

摘要

一些研究报道了脑脊液(CSF)细胞因子和趋化因子作为区分细菌性和病毒性脑膜炎(BM和VM)的有用标记物。本研究旨在探讨血清细胞因子和趋化因子是否也可以区分BM和VM,从而避免侵入性腰椎穿刺的需要。方法:采用多重检测法对153例BM (n=58)、VM (n=69)和对照(C, n=26)患者的血清细胞因子和趋化因子进行检测。比较各组间细胞因子和趋化因子浓度,进行相关性分析,并使用机器学习算法测试基于细胞因子和趋化因子模式的BM和VM病例分类。结果:BM组IL-8、IL-1β、IL-6、IL-10、TNF-α、MCP-1、ENA-78较C组明显升高(P<0.01)。BM与VM的细胞因子和趋化因子比较显示,MCP-1、IL-8、IL-1β、IL-6和IL-10水平显著高于VM (P<0.01)。血清细胞因子和趋化因子浓度在BM中高度相关,其中MCP-1/IL-8、MCP-1/IL-1β和IL-8/IL-1β最强(r=0.83;r = 0.72;分别为r = 0.78)。在VM中,细胞因子和趋化因子的相关性较弱。用随机森林算法对BM和VM进行分类时,细胞因子和趋化因子模式的最佳预测因子是IL-8、IL-10和IL-6,但特异性和敏感性较低(分别为85%和69%)。结论:我们的研究结果表明,脑卒中患者血清IL-6、IL-8、IL-10和IL-1β发生了显著变化,但这些介质对脑卒中与VM的鉴别价值可能有限。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Serum cytokine and chemokine profiles of patients with confirmed bacterial and viral meningitis
Abstract Introduction : Cerebrospinal fluid (CSF) cytokines and chemokines have been reported by several studies as useful markers to discriminate bacterial and viral meningitis (BM and VM). This study aimed to investigate if serum cytokine and chemokine profiles could also differentiate BM from VM, thus circumventing the need for an invasive lumbar puncture. Methods : Serum cytokines and chemokines were measured in 153 samples from patients with BM (n=58), VM (n=69), and controls (C, n=26) using multiplex assays. Cytokine and chemokine concentrations were compared among groups, correlation analyses were performed, and BM and VM cases classification based on cytokine and chemokine patterns was tested using a Machine Learning algorithm. Results : IL-8, IL-1β, IL-6, IL-10, TNF-α, MCP-1, and ENA-78 showed a pronounced increase in the BM group compared to C (P<0.01). Comparison of cytokines and chemokines in BM vs. VM showed significantly higher levels of MCP-1, IL-8, IL-1β, IL-6 and IL-10 (P<0.01). Serum cytokine and chemokine concentrations were highly correlated in BM, being strongest for: MCP-1/IL-8, MCP-1/IL-1β, and IL-8/IL-1β (r=0.83; r=0.72; r=0.78, respectively). In VM, cytokine and chemokine correlations were weaker. The best predictors in the cytokine and chemokine pattern identified with a Random Forest algorithm for classifying BM vs VM were IL-8 and IL-10, and IL-6, but the specificity and sensitivity were low (85% and 69%, respectively). Conclusion : Our results suggest significant changes in serum IL-6, IL-8, IL-10, and IL-1β in BM, but these mediators may have limited value in differentiating BM from VM.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Revista Romana De Medicina De Laborator
Revista Romana De Medicina De Laborator MEDICINE, RESEARCH & EXPERIMENTAL-
CiteScore
0.31
自引率
20.00%
发文量
43
审稿时长
>12 weeks
期刊介绍: The aim of the journal is to publish new information that would lead to a better understanding of biological mechanisms of production of human diseases, their prevention and diagnosis as early as possible and to monitor therapy and the development of the health of patients
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信