Advantage of precision metagenomics for urinary tract infection diagnostics

基因组 金标准(测试) 计算生物学 诊断试验 生物 人口 泌尿系统 医学 内科学 遗传学 基因 环境卫生 急诊医学
作者
Sadia Almas,Rob E. Carpenter,Chase Rowan,Vaibhav K. Tamrakar,Joseph R. Bishop,Rahul Sharma
出处
期刊:Frontiers in Cellular and Infection Microbiology [Frontiers Media SA]
卷期号:13 被引量:11
标识
DOI:10.3389/fcimb.2023.1221289
摘要

Urinary tract infections (UTIs) remain a diagnostic challenge and often promote antibiotic overuse. Despite urine culture being the gold standard for UTI diagnosis, some uropathogens may lead to false-negative or inconclusive results. Although PCR testing is fast and highly sensitive, its diagnostic yield is limited to targeted microorganisms. Metagenomic next-generation sequencing (mNGS) is a hypothesis-free approach with potential of deciphering the urobiome. However, clinically relevant information is often buried in the enormous amount of sequencing data.Precision metagenomics (PM) is a hybridization capture-based method with potential of enhanced discovery power and better diagnostic yield without diluting clinically relevant information. We collected 47 urine samples of clinically suspected UTI and in parallel tested each sample by microbial culture, PCR, and PM; then, we comparatively analyzed the results. Next, we phenotypically classified the cumulative microbial population using the Explify® data analysis platform for potential pathogenicity.Results revealed 100% positive predictive agreement (PPA) with culture results, which identified only 13 different microorganisms, compared to 19 and 62 organisms identified by PCR and PM, respectively. All identified organisms were classified into phenotypic groups (0-3) with increasing pathogenic potential and clinical relevance. This PM can simultaneously quantify and phenotypically classify the organisms readily through bioinformatic platforms like Explify®, essentially providing dissected and quantitative results for timely and accurate empiric UTI treatment.PM offers potential for building effective diagnostic models beyond usual care testing in complex UTI diseases. Future studies should assess the impact of PM-guided UTI management on clinical outcomes.

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

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
YY完成签到,获得积分10
刚刚
123关注了科研通微信公众号
刚刚
cctv18应助畅快心情采纳,获得10
刚刚
1秒前
2秒前
3秒前
小雪生完成签到,获得积分10
3秒前
科研通AI2S应助Zilch采纳,获得10
3秒前
田様应助purejun采纳,获得10
3秒前
阿蒙完成签到,获得积分10
5秒前
寒冷立轩发布了新的文献求助10
5秒前
同福发布了新的文献求助10
6秒前
成就孤丹发布了新的文献求助10
7秒前
哎呦喂发布了新的文献求助10
7秒前
今后应助冷静惜灵采纳,获得10
7秒前
8秒前
8秒前
科研通AI2S应助Felix采纳,获得10
10秒前
术言完成签到,获得积分10
11秒前
玛卡巴卡发布了新的文献求助10
12秒前
13秒前
丘比特应助shuangZ采纳,获得10
13秒前
酷波er应助不喜采纳,获得10
13秒前
所所应助忧郁的猕猴桃采纳,获得10
13秒前
小蘑菇应助忧郁的猕猴桃采纳,获得10
13秒前
13秒前
13秒前
爻解应助忧郁的猕猴桃采纳,获得10
13秒前
童童发布了新的文献求助10
14秒前
Bminor完成签到,获得积分10
14秒前
帅气琦完成签到,获得积分10
14秒前
yesir发布了新的文献求助10
15秒前
lulu发布了新的文献求助30
15秒前
sh131完成签到,获得积分10
16秒前
深情安青应助18R13采纳,获得10
16秒前
18秒前
平常易烟完成签到,获得积分10
18秒前
18秒前
焦糖拿铁发布了新的文献求助10
19秒前
liang完成签到,获得积分10
19秒前
高分求助中
The late Devonian Standard Conodont Zonation 2000
Semiconductor Process Reliability in Practice 1500
Nickel superalloy market size, share, growth, trends, and forecast 2023-2030 1000
Smart but Scattered: The Revolutionary Executive Skills Approach to Helping Kids Reach Their Potential (第二版) 1000
Mantiden: Faszinierende Lauerjäger Faszinierende Lauerjäger 800
PraxisRatgeber: Mantiden: Faszinierende Lauerjäger 800
中国区域地质志-山东志 560
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 催化作用 物理化学 免疫学 量子力学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 3243247
求助须知:如何正确求助?哪些是违规求助? 2887210
关于积分的说明 8247167
捐赠科研通 2555861
什么是DOI,文献DOI怎么找? 1383940
科研通“疑难数据库(出版商)”最低求助积分说明 649782
邀请新用户注册赠送积分活动 625662