16S rDNA of sputum
The DAN of sputum was extracted using the QIAamp DNA Microbiome Kit, libraries were constructed by TruSeq DNA PCR-Free Sample Preparation Kit targeting the V3-V4 hypervariable region of bacterial 26S rRNA.Double-end sequencing was performed using Illumina MiSeq platform.