Microbiological Diagnostic Performance of Metagenomic Next-generation Sequencing When Applied to Clinical Practice.

Background Metagenomic next-generation sequencing (mNGS) was suggested to potentially replace traditional microbiological methodology because of its comprehensiveness. However, clinical experience with application of the test is relatively limited. Methods From April 2017 to December 2017, 511 specimens were collected, and their retrospective diagnoses were classified into infectious disease (347 [67.9%]), noninfectious disease (119 [23.3%]), and unknown cases (45 [8.8%]). The diagnostic performance of pathogens was compared between mNGS and culture. The effect of antibiotic exposure on detection rate was also assessed. Results The sensitivity and specificity of mNGS for diagnosing infectious disease were 50.7% and 85.7%, respectively, and these values outperformed those of culture, especially for Mycobacterium tuberculosis (odds ratio [OR], 4 [95% confidence interval {CI}, 1.7-10.8]; P < .01), viruses (mNGS only; P < .01), anaerobes (OR, ∞ [95% CI, 1.71-∞]; P < .01) and fungi (OR, 4.0 [95% CI, 1.6-10.3]; P < .01). Importantly, for mNGS-positive cases where the conventional method was inconclusive, 43 (61%) cases led to diagnosis modification, and 41 (58%) cases were not covered by empirical antibiotics. For cases where viruses were identified, broad-spectrum antibiotics were commonly administered (14/27), and 10 of 27 of these cases were suspected to be inappropriate. Interestingly, the sensitivity of mNGS was superior to that of culture (52.5% vs 34.2%; P < .01) in cases with, but not without, antibiotic exposure. Conclusions mNGS could yield a higher sensitivity for pathogen identification and is less affected by prior antibiotic exposure, thereby emerging as a promising technology for detecting infectious diseases.

[1]  Nicholas Chia,et al.  Identification of Prosthetic Joint Infection Pathogens Using a Shotgun Metagenomics Approach , 2018, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[2]  N. Day,et al.  The aetiologies of central nervous system infections in hospitalised Cambodian children , 2017, BMC Infectious Diseases.

[3]  Karen C Carroll,et al.  Understanding the Promises and Hurdles of Metagenomic Next-Generation Sequencing as a Diagnostic Tool for Infectious Diseases , 2017, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[4]  H. Sax,et al.  Global outbreak of severe Mycobacterium chimaera disease after cardiac surgery: a molecular epidemiological study. , 2017, The Lancet. Infectious diseases.

[5]  E. Delwart,et al.  Metagenomic-based Surveillance of Pacific Coast tick Dermacentor occidentalis Identifies Two Novel Bunyaviruses and an Emerging Human Ricksettsial Pathogen , 2017, Scientific Reports.

[6]  J. Schrenzel,et al.  Detection of Bacterial Pathogens from Broncho-Alveolar Lavage by Next-Generation Sequencing , 2017, International journal of molecular sciences.

[7]  J. Mainardi,et al.  Untargeted next-generation sequencing-based first-line diagnosis of infection in immunocompromised adults: a multicentre, blinded, prospective study. , 2017, Clinical microbiology and infection : the official publication of the European Society of Clinical Microbiology and Infectious Diseases.

[8]  William M. Lee,et al.  Viral Surveillance in Serum Samples From Patients With Acute Liver Failure By Metagenomic Next-Generation Sequencing , 2017, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[9]  Brett J. Kennedy,et al.  Viral Pathogen Detection by Metagenomics and Pan-Viral Group Polymerase Chain Reaction in Children With Pneumonia Lacking Identifiable Etiology , 2017, The Journal of infectious diseases.

[10]  Robert Schlaberg,et al.  Validation of Metagenomic Next-Generation Sequencing Tests for Universal Pathogen Detection. , 2017, Archives of pathology & laboratory medicine.

[11]  Katrina L Kalantar,et al.  Metagenomic Next-Generation Sequencing Detects Pulmonary Pathogens in Hematopoietic Cellular Transplant Patients with Acute Respiratory Illnesses , 2017, bioRxiv.

[12]  B. Oliver,et al.  Translational Aspects of the Human Respiratory Virome. , 2016, American journal of respiratory and critical care medicine.

[13]  T. Gosiewski,et al.  Comprehensive detection and identification of bacterial DNA in the blood of patients with sepsis and healthy volunteers using next-generation sequencing method - the observation of DNAemia , 2016, European Journal of Clinical Microbiology & Infectious Diseases.

[14]  M. Hosoya,et al.  The Microbiome of the Lower Respiratory Tract in Premature Infants with and without Severe Bronchopulmonary Dysplasia , 2016, American Journal of Perinatology.

[15]  F. Martinez,et al.  The Microbiome and the Respiratory Tract. , 2016, Annual review of physiology.

[16]  K. Eilbeck,et al.  Unbiased Detection of Respiratory Viruses by Use of RNA Sequencing-Based Metagenomics: a Systematic Comparison to a Commercial PCR Panel , 2016, Journal of Clinical Microbiology.

[17]  G. Weinstock,et al.  Making the Leap from Research Laboratory to Clinic: Challenges and Opportunities for Next-Generation Sequencing in Infectious Disease Diagnostics , 2015, mBio.

[18]  C. Çavuşoğlu,et al.  [Distribution of nontuberculous mycobacteria isolated from clinical specimens and identified with DNA sequence analysis]. , 2015, Mikrobiyoloji bulteni.

[19]  Emily S. Charlson,et al.  Improved characterization of medically relevant fungi in the human respiratory tract using next-generation sequencing , 2014, Genome Biology.

[20]  Sarah K. Hilton,et al.  Single-Molecule Long-Read 16S Sequencing To Characterize the Lung Microbiome from Mechanically Ventilated Patients with Suspected Pneumonia , 2014, Journal of Clinical Microbiology.

[21]  Jun Yu,et al.  Human Pharyngeal Microbiome May Play A Protective Role in Respiratory Tract Infections , 2014, Genom. Proteom. Bioinform..

[22]  Bernadette A. Thomas,et al.  Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: a systematic analysis for the Global Burden of Disease Study 2010 , 2012, The Lancet.

[23]  S. Dowell,et al.  Antibiotic Use in Thailand: Quantifying Impact on Blood Culture Yield and Estimates of Pneumococcal Bacteremia Incidence , 2010, The American journal of tropical medicine and hygiene.

[24]  A. Bartelds,et al.  A Case-Control Study of Acute Respiratory Tract Infection in General Practice Patients in The Netherlands , 2005, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[25]  A. Torres,et al.  Factors associated with unknown aetiology in patients with community-acquired pneumonia , 2002, European Respiratory Journal.

[26]  M. Pallen,et al.  Distributed under Creative Commons Cc-by 4.0 Culture-independent Detection and Characterisation of Mycobacterium Tuberculosis and M. Africanum in Sputum Samples Using Shotgun Metagenomics on a Benchtop Sequencer , 2022 .