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Purifying the Impure: Sequencing Metagenomes and Metatranscriptomes from Complex Animal-associated Samples
Published on: December 22, 2014
Application of targeted metagenomic next-generation sequencing in pneumonia patients
Guanjun Ren1, Liyun Ma1, Chunliang Yan1
1Pulmonary and Critical Care Medicine, Beijing Aerospace General Hospital, Beijing, China.
Abstract:
After the coronavirus disease 2019 (COVID-19) pandemic, the incidence rate of mixed infections, especially in critically ill patients with severe pneumonia, increases due to the immunity gap and has also been proven to be associated with mortality, increasing the difficulty in accurate and rapid diagnoses. Here, we evaluated the performance of targeted metagenomic next-generation sequencing (mNGS), including capture hybridization-based mNGS (chNGS) and multiplex PCR-based targeted mNGS (tNGS), in diagnosing pneumonia. Patients admitted to the Pulmonary and Critical Care Medicine, Beijing Aerospace General Hospital, and diagnosed as suspected pulmonary infections from April 2022 to March 2024 were retrospectively evaluated, and 110 patients were finally enrolled. According to the final comprehensive clinical diagnoses, there were 99 patients diagnosed with definite infectious diseases. Single infections accounted for 58.6% of these patients (58/99), while mixed infections occurred in about half of these patients (41.4%, 41/99) and were found in most of the death cases. Pseudomonas aeruginosa (n = 22), Pneumocystis jirovecii (n = 15), and severe acute respiratory syndrome coronavirus 2 (n = 13) were found to be the most common bacterial, fungal, and viral pathogens, respectively. Taking final comprehensive clinical diagnoses as the reference standard, the total coincidence rate (TCR) of chNGS can reach up to 64.1% (95% confidence interval [CI], 54.8%-73.3%), while the TCR of conventional methods was only 39.8% (95% CI, 30.4%-49.3%). The performance of tNGS was slightly superior to that of chNGS, while chNGS yielded more false-negative results, especially for viral detection. Additionally, chNGS combined with tNGS can improve the TCR to 81.3% (95% CI, 62.1%-100.0%).IMPORTANCEThis is the first report on evaluating the performance of capture hybridization-based metagenomicnext-generation sequencing (chNGS), multiplex PCR-based targeted mNGS (tNGS), and conventional methods in diagnosing pneumonia. Our findings emphasized the importance of chNGS and tNGS in diagnosing, managing, and ruling out infections, and an era of widespread application of regional tNGS in monitoring and diagnosing infections with high sensitivity and low economic burden on patients can be expected.
Insights
Metagenomic next-generation sequencing (mNGS) methods, including capture hybridization-based (chNGS) and multiplex PCR-based targeted (tNGS), significantly improve pneumonia diagnosis accuracy. Combining chNGS and tNGS offers the highest diagnostic performance for complex infections.
Area of Science:
- Medical Microbiology
- Infectious Diseases
- Genomics
Background:
- The COVID-19 pandemic has increased mixed infections in severe pneumonia patients, complicating diagnosis and increasing mortality.
- Accurate and rapid diagnosis of pneumonia, particularly mixed infections, is crucial for effective patient management.
Purpose of the Study:
- To evaluate the diagnostic performance of capture hybridization-based mNGS (chNGS) and multiplex PCR-based targeted mNGS (tNGS) for pneumonia.
- To compare mNGS techniques with conventional diagnostic methods.
Main Methods:
- Retrospective evaluation of 110 patients with suspected pulmonary infections.
- Analysis of diagnostic performance using final comprehensive clinical diagnoses as the reference standard.
- Comparison of total coincidence rates (TCR) for chNGS, tNGS, and conventional methods.
Main Results:
- chNGS achieved a TCR of 64.1%, significantly higher than conventional methods (39.8%).
- tNGS showed slightly superior performance to chNGS, with chNGS having more false negatives, especially for viral pathogens.
- Combined chNGS and tNGS improved the TCR to 81.3%.
Conclusions:
- chNGS and tNGS are valuable tools for diagnosing, managing, and ruling out pneumonia infections.
- The combination of chNGS and tNGS enhances diagnostic accuracy for complex cases.
- Widespread application of targeted mNGS is anticipated due to its high sensitivity and low economic burden.
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