{"title":"Molecular diagnostic technology: beyond analytical accuracy","authors":"Xiangquan Li, Juan Liu","doi":"10.1186/s13054-025-05620-3","DOIUrl":null,"url":null,"abstract":"Infectious diseases cause high morbidity and mortality, and early, effective antimicrobial therapy improves outcomes. However, conventional microbiology methods like culture are slow and insensitive. Emerging molecular diagnostics—such as multiplex PCR (mPCR), droplet digital PCR (ddPCR), and metagenomic next-generation sequencing (mNGS)—offer rapid, accurate pathogen identification. Challenges persist in result interpretation (e.g., setting positivity thresholds, low positive predictive value) and clinician trust. While molecular diagnostics excel in sensitivity, their real-world impact on specificity and patient prognosis - clinical accuracy -remains limited. Key hurdles include patient selection, timing, result interpretation, and pathogen relevance. Addressing these gaps is critical for standardizing these technologies and maximizing their clinical benefit. ","PeriodicalId":10811,"journal":{"name":"Critical Care","volume":"27 1","pages":""},"PeriodicalIF":9.3000,"publicationDate":"2025-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Critical Care","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s13054-025-05620-3","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CRITICAL CARE MEDICINE","Score":null,"Total":0}
引用次数: 0
Abstract
Infectious diseases cause high morbidity and mortality, and early, effective antimicrobial therapy improves outcomes. However, conventional microbiology methods like culture are slow and insensitive. Emerging molecular diagnostics—such as multiplex PCR (mPCR), droplet digital PCR (ddPCR), and metagenomic next-generation sequencing (mNGS)—offer rapid, accurate pathogen identification. Challenges persist in result interpretation (e.g., setting positivity thresholds, low positive predictive value) and clinician trust. While molecular diagnostics excel in sensitivity, their real-world impact on specificity and patient prognosis - clinical accuracy -remains limited. Key hurdles include patient selection, timing, result interpretation, and pathogen relevance. Addressing these gaps is critical for standardizing these technologies and maximizing their clinical benefit.
期刊介绍:
Critical Care is an esteemed international medical journal that undergoes a rigorous peer-review process to maintain its high quality standards. Its primary objective is to enhance the healthcare services offered to critically ill patients. To achieve this, the journal focuses on gathering, exchanging, disseminating, and endorsing evidence-based information that is highly relevant to intensivists. By doing so, Critical Care seeks to provide a thorough and inclusive examination of the intensive care field.