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Updated: Jul 14, 2026

Identification of Rare Bacterial Pathogens by 16S rRNA Gene Sequencing and MALDI-TOF MS
Published on: July 11, 2016
Application of broad-spectrum, sequence-based pathogen identification in an urban population
Baochuan Lin1, Anthony P Malanoski, Zheng Wang
1Center for Bio/Molecular Science and Engineering, Code 6900, Naval Research Laboratory, Washington, DC, United States of America. baochuan.lin@nrl.navy.mil
A novel respiratory pathogen microarray (RPM v.1) accurately identifies multiple respiratory pathogens with sequence-level resolution. This broad-spectrum platform aids public health by detecting co-infections and tracking viral genetic variation.
Area of Science:
- Microbiology
- Genomics
- Public Health
Background:
- Broad-spectrum detection platforms offer significant public health and disease etiology insights.
- A prior respiratory pathogen microarray (RPM v.1) showed platform capability.
Purpose of the Study:
- To evaluate the performance of a newly developed respiratory pathogen microarray (RPM v.1).
- To compare RPM v.1 results against established reference assays for respiratory illness diagnosis.
- To assess the utility of RPM v.1 for pathogen identification, phylogenetic classification, and co-infection detection.
Main Methods:
- The RPM v.1 was used to analyze 424 nasal wash specimens from patients with febrile respiratory illness.
- RPM v.1 results were compared against a composite reference standard including viral/bacterial culture and PCR/RT-PCR.
- Sequence data from RPM v.1 enabled phylogenetic analysis of influenza A viruses.
Main Results:
- The RPM assay demonstrated >=98% overall agreement with reference methods across all detected organisms.
- Phylogenetic classification of influenza A viruses was achieved for ~250 specimens.
- Multiple pathogens (2-4) were detected in 13.7% of specimens, with increased S. pneumoniae during viral infections.
Conclusions:
- The RPM v.1 is a highly accurate broad-spectrum platform for simultaneous viral and bacterial identification.
- This technology is valuable for medical surveillance, understanding respiratory co-infections, and disease etiology.
- RPM v.1 provides sequence-level resolution, enabling genetic variation monitoring and phylogenetic analysis.
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