Direct Detection of Shigella in Stool Specimens by Use of a Metagenomic Approach

摘要

ABSTRACT The underestimation of Shigella species as a cause of childhood diarrhea disease has become increasingly apparent with quantitative PCR (qPCR)-based diagnostic methods versus culture. We sought to confirm qPCR-based detection of Shigella via a metagenomics approach. Three groups of samples were selected from diarrheal cases from the Global Enteric Multicenter Study: nine Shigella culture-positive and qPCR-positive (culture~(+)qPCR~(+)) samples, nine culture-negative but qPCR-positive (culture~(?)qPCR~(+)) samples, and nine culture-negative and qPCR-negative (culture~(?)qPCR~(?)) samples. Fecal DNA was sequenced using paired-end Illumina HiSeq, whereby 3.26 × 10~(8)± 5.6 × 10~(7)high-quality reads were generated for each sample. We used Kraken software to compare the read counts specific to “ Shigella ” among the three groups. The proportions of Shigella -specific nonhuman sequence reads between culture~(+)qPCR~(+)(0.65 ± 0.42%) and culture~(?)qPCR~(+)(0.55 ± 0.31%) samples were similar (Mann-Whitney U test, P = 0.627) and distinct from the culture~(?)qPCR~(?)group (0.17 ± 0.15%, P < 0.05). The read counts of sequences previously targeted by Shigella/ enteroinvasive Escherichia coli (EIEC) qPCR assays, namely, ipaH , virA , virG , ial , ShET2 , and ipaH3 , were also similar between the culture~(+)qPCR~(+)and culture~(?)qPCR~(+)groups and distinct from the culture~(?)qPCR~(?)groups ( P < 0.001). Kraken performed well versus other methods: its precision and recall of Shigella were excellent at the genus level but variable at the species level. In summary, metagenomic sequencing indicates that Shigella /EIEC qPCR-positive samples are similar to those of Shigella culture-positive samples in Shigella sequence composition, thus supporting qPCR as an accurate method for detecting Shigella .