亲爱的研友该休息了!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!身体可是革命的本钱,早点休息,好梦!

The diagnostic value of metagenomic next⁃generation sequencing in infectious diseases

基因组 计算生物学 价值(数学) DNA测序 生物 计算机科学 遗传学 机器学习 基因
作者
Hongxia Duan,Xuan Li,Aihong Mei,Ping Li,Yang Liu,Xiaofeng Li,Weiwei Li,Shuanshuan Xie,Changhui Wang
标识
DOI:10.21203/rs.3.rs-18934/v1
摘要

Abstract Background and Objective: Although traditional diagnostic techniques of infection are mature and price favorable at present, most of them are time-consuming and with a low positivity. Metagenomic next⁃generation sequencing (mNGS) was studied widely because of identification and typing of all pathogens not rely on culture and retrieving all DNA without bias. Based on this background, we aim to detect the difference between mNGS and traditional culture method, and to explore the relationship between mNGS results and the severity, prognosis of infectious patients. Methods: 109 patients were enrolled in our study in Shanghai Tenth People’s Hospital from October 2018 to December 2019. The diagnostic results, negative predictive values, positive predictive values, false positive rate, false negative rate, pathogen and sample types were analyzed by using both traditional culture and mNGS methods. Then, the samples and clinical information of 93 patients in the infected group (ID) were collected. According to whether mNGS detected pathogens, the patients in ID group were divided into the positive group of 67 cases and the negative group of 26 cases. Peripheral blood leukocytes, C-reactive protein (CRP), procalcitonin (PCT) and neutrophil counts were measured, and the concentrations of cytokines in the serum were determined by ELISA. The correlation between the positive detection of pathogens by mNGS and the severity of illness, hospitalization days, and mortality were analyzed. Results: 109 samples were assigned into infected group (ID, 92/109, 84.4%), non-infected group (NID, 16/109, 14.7%), and unknown group (1/109, 0.9%). Blood was the most abundant type of samples with 37 cases, followed by alveolar lavage fluid (BALF) in 36 cases, tissue, sputum, pleural effusion, pus and so on. In the ID group, the majority of patients were diagnosed with lower respiratory system infections (73/109, 67%), followed by bloodstream infections, pleural effusion and central nervous system infections. The sensitivity of mNGS was significantly higher than that of culture method (67.4% vs 23.6%; P < 0.001), especially in sample tapes of BALF (P=0.002), blood (P<0.001) and sputum (P=0.037), while the specificity of mNGS was not significantly different from culture method (68.8% vs 81.3%; P = 0.41). The number of hospitals stays and 28-day-motality in the positive mNGS group were significantly higher than those in the negative group, and the difference was statistically significant (P<0.05). Age was significant in multivariate logistic analyses of positive results of mNGS. Conclusions: The study found that mNGS had a higher sensitivity than the traditional method, especially in blood, BALF and sputum samples. And positive mNGS group had a higher hospital stays 28-day-motality, which means the detection of pathogen nucleic acid sequences may be a potential high-risk factor for poor prognosis of patients and has significant clinical value. MNGS should be used more in early pathogen diagnosis in the future.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
luky驳回了Ava的应助
3秒前
渡人舟的应助被HJJHJH采纳,获得30
4秒前
10秒前
安德森fa完成签到 ,获得积分10
10秒前
知还完成签到 ,获得积分10
16秒前
20秒前
小小怪完成签到 ,获得积分10
20秒前
Ss发布了新的文献求助10
25秒前
熬夜的小王完成签到,获得积分10
26秒前
幸福的盼芙完成签到,获得积分10
27秒前
28秒前
luohaoran的应助被赛太阳采纳,获得10
29秒前
早点下班发布了新的文献求助10
37秒前
40秒前
搜集达人的应助被科研通管家采纳,获得10
40秒前
天天快乐的应助被科研通管家采纳,获得10
40秒前
嘻嘻哈哈的应助被科研通管家采纳,获得10
40秒前
40秒前
田様的应助被科研通管家采纳,获得10
40秒前
迪迪给迪迪的求助进行了留言
41秒前
47秒前
HJJHJH完成签到,获得积分20
52秒前
如意嫣完成签到,获得积分10
53秒前
58秒前
威武的天思完成签到 ,获得积分10
1分钟前
76完成签到 ,获得积分10
1分钟前
科研通AI6.2的应助被早点下班采纳,获得10
1分钟前
luky给luky的求助进行了留言
1分钟前
澳bobo发布了新的文献求助10
1分钟前
Soey完成签到,获得积分10
1分钟前
dneg完成签到,获得积分10
1分钟前
1分钟前
1分钟前
1分钟前
Jasper的应助被龚涵山采纳,获得30
1分钟前
迪迪发布了新的文献求助10
1分钟前
杨林东完成签到 ,获得积分10
1分钟前
Soey发布了新的文献求助10
1分钟前
小兰完成签到,获得积分10
1分钟前
嗜蛋黄小怪布丁完成签到 ,获得积分10
1分钟前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Encyclopedia of Reagents for Organic Synthesis, 14 Volume Set, 2nd Edition(本书共14册,本求助8volume-14volume共7册,独立harcover版本,非网络版本e-EROS 版,不能网络版转化PDF或提取PDF) 2000
Aspects of Post-SPE Phonology 2000
Nanocomposite Removal of Pesticides from Wastewater 1500
Practical Manual of Forensic Psychophysiology: Methodology, Execution, and Fields of Application 800
Holistic Discourse Analysis, Second Edition by Robert E. Longacre 666
Organizational Behavior 510
热门求助领域 (近24小时)
化学 材料科学 医学 生物 计算机科学 工程类 纳米技术 有机化学 物理 生物化学 化学工程 内科学 复合材料 催化作用 心理学 人工智能 细胞生物学 光电子学 无机化学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 7923638
求助须知:如何正确求助?哪些是违规求助? 9419147
关于积分的说明 20933897
捐赠科研通 7518821
什么是DOI,文献DOI怎么找? 3364775
关于科研通互助平台的介绍 2501861
邀请新用户注册赠送积分活动 2395972