03-04-2024 | Joint Infection | Review Article
An umbrella review of the diagnostic value of next-generation sequencing in infectious diseases
Authors:
Hong Cao, Yan Chen, Long Ge, Joey Sum-wing Kwong, Honghao Lai, Fangfang Hu, Rui Zhang, Huaye Zhao, Linfang Hu, Rui He, Wenyi Zheng, Jiaxing Zhang
Published in:
International Journal of Clinical Pharmacy
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Abstract
Background
An increasing number of systematic reviews (SRs) have evaluated the diagnostic values of next-generation sequencing (NGS) in infectious diseases (IDs).
Aim
This umbrella analysis aimed to assess the potential risk of bias in existing SRs and to summarize the published diagnostic values of NGS in different IDs.
Method
We searched PubMed, Embase, and the Cochrane Library until September 2023 for SRs assessing the diagnostic validity of NGS for IDs. Two investigators independently determined review eligibility, extracted data, and evaluated reporting quality, risk of bias, methodological quality, and evidence certainty in the included SRs.
Results
Eleven SRs were analyzed. Most SRs exhibited a moderate level of reporting quality, while a serious risk of bias was observed in all SRs. The diagnostic performance of NGS in detecting pneumocystis pneumonia and periprosthetic/prosthetic joint infection was notably robust, showing excellent sensitivity (pneumocystis pneumonia: 0.96, 95% CI 0.90–0.99, very low certainty; periprosthetic/prosthetic joint infection: 0.93, 95% CI 0.83–0.97, very low certainty) and specificity (pneumocystis pneumonia: 0.96, 95% CI 0.92–0.98, very low certainty; periprosthetic/prosthetic joint infection: 0.95, 95% CI 0.92–0.97, very low certainty). NGS exhibited high specificity for central nervous system infection, bacterial meningoencephalitis, and tuberculous meningitis. The sensitivity to these infectious diseases was moderate. NGS demonstrated moderate sensitivity and specificity for multiple infections and pulmonary infections.
Conclusion
This umbrella analysis indicates that NGS is a promising technique for diagnosing pneumocystis pneumonia and periprosthetic/prosthetic joint infection with excellent sensitivity and specificity. More high-quality original research and SRs are needed to verify the current findings.