An integrated respiratory microbial gene catalogue to better understand the microbial aetiology of Mycoplasma pneumoniae pneumonia

Author:

Dai Wenkui1ORCID,Wang Heping2ORCID,Zhou Qian3ORCID,Li Dongfang4ORCID,Feng Xin3ORCID,Yang Zhenyu3,Wang Wenjian2ORCID,Qiu Chuangzhao3ORCID,Lu Zhiwei2,Xu Ximing5,Lyu Mengxuan1,Xie Gan2ORCID,Li Yinhu3ORCID,Bao Yanmin2,Liu Yanhong3,Shen Kunling26,Yao Kaihu26,Feng Xikang1,Yang Yonghong236ORCID,Zhou Ke4ORCID,Li Shuaicheng1ORCID,Zheng Yuejie2ORCID

Affiliation:

1. Department of Computer Science, City University of Hong Kong, Hong Kong 999077, China

2. Department of Respiratory Diseases, Shenzhen Children’s Hospital, Shenzhen 518026, China

3. Department of Microbial Research, WeHealthGene Institute, Shenzhen 518000, China

4. Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, No. 1037 Luoyu Road, Wuhan 430074, China

5. Institute of Statistics, Nankai University, No. 94 Weijin Road, Tianjin 300071, China

6. Department of Respiratory Diseases, Beijing Children's Hospital, Beijing 100045, China

Abstract

Abstract Background The imbalanced respiratory microbiota observed in pneumonia causes high morbidity and mortality in childhood. Respiratory metagenomic analysis demands a comprehensive microbial gene catalogue, which will significantly advance our understanding of host–microorganism interactions. Results We collected 334 respiratory microbial samples from 171 healthy children and 76 children with pneumonia. The respiratory microbial gene catalogue we established comprised 2.25 million non-redundant microbial genes, covering 90.52% of prevalent genes. The major oropharyngeal microbial species found in healthy children were Prevotella and Streptococcus. In children with Mycoplasma pneumoniae pneumonia (MPP), oropharyngeal microbial diversity and associated gene numbers decreased compared with those of healthy children. The concurrence network of oropharyngeal microorganisms in patients predominantly featured Staphylococcus spp. and M. pneumoniae. Functional orthologues, which are associated with the metabolism of various lipids, membrane transport, and signal transduction, accumulated in the oropharyngeal microbiome of children with pneumonia. Several antibiotic resistance genes and virulence factor genes were identified in the genomes of M. pneumoniae and 13 other microorganisms reconstructed via metagenomic data. Although the common macrolide/β-lactam resistance genes were not identified in the assembled M. pneumoniae genome, a single-nucleotide polymorphism (A2063G) related to macrolide resistance was identified in a 23S ribosomal RNA gene. Conclusions The results of this study will facilitate exploration of unknown microbial components and host–microorganism interactions in studies of the respiratory microbiome. They will also yield further insights into the microbial aetiology of MPP.

Funder

Key Medical Disciplines Building Project of Shenzhen

Sanming Project of Medicine in Shenzhen

Shenzhen Science and Technology

Guangdong Medical Research Fund

Publisher

Oxford University Press (OUP)

Subject

Computer Science Applications,Health Informatics

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