Improved characterization of medically relevant fungi in the human respiratory tract using next-generation sequencing

被引:121
作者
Bittinger, Kyle [1 ]
Charlson, Emily S. [1 ,2 ]
Loy, Elizabeth [1 ]
Shirley, David J. [1 ]
Haas, Andrew R. [2 ]
Laughlin, Alice [1 ]
Yi, Yanjie [2 ]
Wu, Gary D. [3 ]
Lewis, James D. [3 ]
Frank, Ian [4 ]
Cantu, Edward [5 ]
Diamond, Joshua M. [2 ]
Christie, Jason D. [2 ]
Collman, Ronald G. [1 ,2 ]
Bushman, Frederic D. [1 ]
机构
[1] Univ Penn, Sch Med, Dept Microbiol, Philadelphia, PA 19104 USA
[2] Univ Penn, Sch Med, Pulm Allergy & Crit Care Div, Philadelphia, PA 19104 USA
[3] Univ Penn, Sch Med, Div Gastroenterol, Philadelphia, PA 19104 USA
[4] Univ Penn, Sch Med, Dept Med, Div Infect Dis, Philadelphia, PA 19104 USA
[5] Univ Penn, Sch Med, Dept Cardiovasc Surg, Philadelphia, PA 19104 USA
基金
美国国家卫生研究院;
关键词
BRONCHIOLITIS OBLITERANS SYNDROME; LUNG TRANSPLANTATION; MUTANS STREPTOCOCCI; CANDIDA-ALBICANS; VIRAL-INFECTIONS; COLONIZATION; BACTERIAL; RISK; MICROBIOME; RECIPIENTS;
D O I
10.1186/s13059-014-0487-y
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 [微生物学]; 090105 [作物生产系统与生态工程];
摘要
Background: Fungi are important pathogens but challenging to enumerate using next-generation sequencing because of low absolute abundance in many samples and high levels of fungal DNA from contaminating sources. Results: Here, we analyze fungal lineages present in the human airway using an improved method for contamination filtering. We use DNA quantification data, which are routinely acquired during DNA library preparation, to annotate output sequence data, and improve the identification and filtering of contaminants. We compare fungal communities and bacterial communities from healthy subjects, HIV+ subjects, and lung transplant recipients, providing a gradient of increasing lung impairment for comparison. We use deep sequencing to characterize ribosomal rRNA gene segments from fungi and bacteria in DNA extracted from bronchiolar lavage samples and oropharyngeal wash. Comparison to clinical culture data documents improved detection after applying the filtering procedure. Conclusions: We find increased representation of medically relevant organisms, including Candida, Cryptococcus, and Aspergillus, in subjects with increasingly severe pulmonary and immunologic deficits. We analyze covariation of fungal and bacterial taxa, and find that oropharyngeal communities rich in Candida are also rich in mitis group Streptococci, a community pattern associated with pathogenic polymicrobial biofilms. Thus, using this approach, it is possible to characterize fungal communities in the human respiratory tract more accurately and explore their interactions with bacterial communities in health and disease.
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页数:14
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