Eline Cauwenberghs , Ilke De Boeck , Lize Delanghe , Tim Van Rillaer , Thomas Demuyser , Irina Spacova , Stijn Verhulst , Kim Van Hoorenbeeck , Sarah Lebeer
{"title":"浅宏基因组霰弹枪测序提高了囊性纤维化呼吸样本中病原物种的检测。","authors":"Eline Cauwenberghs , Ilke De Boeck , Lize Delanghe , Tim Van Rillaer , Thomas Demuyser , Irina Spacova , Stijn Verhulst , Kim Van Hoorenbeeck , Sarah Lebeer","doi":"10.1016/j.jcf.2025.07.011","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>Chronic infection and inflammation of the lungs contribute significantly to disease progression in persons with cystic fibrosis (pwCF). Treatment regimens are largely based on isolating the putative causative pathogen(s) from respiratory samples using basic culturing methods. While this strategy has shown to be highly valuable in the management of CF, the approach is time-consuming and often misses detection of pathogenic microbes that are more difficult to culture, including <em>Mycobacterium</em> spp.</div></div><div><h3>Methods</h3><div>In our proof-of-concept study, we evaluated shallow metagenomic shotgun sequencing to detect potential infection-causing pathogens at species level in sputum, oropharyngeal and salivary samples of pwCF (<em>n</em> = 13), and compared it to culture results from the clinic and standard 16S rRNA V4 amplicon sequencing.</div></div><div><h3>Results</h3><div>Shallow shotgun sequencing improved the detection of pathogenic species in respiratory samples compared to culture methods. In particular, shallow shotgun sequencing could detect pathogenic species associated with CF, specifically <em>Staphylococcus aureus, Pseudomonas aeruginosa, Stenotrophomonas maltophilia, Achromobacter xylosoxidans, Haemophilus influenzae</em> and <em>Mycobacterium</em> spp. in sputum, oropharyngeal and/or salivary samples. Notably, <em>Mycobacterium</em> spp. was not detected based on 16S rRNA amplicon sequencing. Moreover, our approach was able to distinguish <em>S. aureus</em> from <em>S. epidermidis</em> and <em>H. influenzae</em> from <em>H. parainfluenzae</em>. This is not possible with 16S amplicon sequencing, but highly valuable in a clinical setting.</div></div><div><h3>Conclusions</h3><div>The improved detection of CF pathogens and other critical microbiome members as well as insights into their relative abundance within the community, could provide more knowledge on patient’s disease status leading to more personalized medicine and ultimately benefit patient care.</div></div>","PeriodicalId":15452,"journal":{"name":"Journal of Cystic Fibrosis","volume":"24 5","pages":"Pages 909-915"},"PeriodicalIF":6.0000,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Shallow metagenomic shotgun sequencing improves detection of pathogenic species in cystic fibrosis respiratory samples\",\"authors\":\"Eline Cauwenberghs , Ilke De Boeck , Lize Delanghe , Tim Van Rillaer , Thomas Demuyser , Irina Spacova , Stijn Verhulst , Kim Van Hoorenbeeck , Sarah Lebeer\",\"doi\":\"10.1016/j.jcf.2025.07.011\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><div>Chronic infection and inflammation of the lungs contribute significantly to disease progression in persons with cystic fibrosis (pwCF). Treatment regimens are largely based on isolating the putative causative pathogen(s) from respiratory samples using basic culturing methods. While this strategy has shown to be highly valuable in the management of CF, the approach is time-consuming and often misses detection of pathogenic microbes that are more difficult to culture, including <em>Mycobacterium</em> spp.</div></div><div><h3>Methods</h3><div>In our proof-of-concept study, we evaluated shallow metagenomic shotgun sequencing to detect potential infection-causing pathogens at species level in sputum, oropharyngeal and salivary samples of pwCF (<em>n</em> = 13), and compared it to culture results from the clinic and standard 16S rRNA V4 amplicon sequencing.</div></div><div><h3>Results</h3><div>Shallow shotgun sequencing improved the detection of pathogenic species in respiratory samples compared to culture methods. In particular, shallow shotgun sequencing could detect pathogenic species associated with CF, specifically <em>Staphylococcus aureus, Pseudomonas aeruginosa, Stenotrophomonas maltophilia, Achromobacter xylosoxidans, Haemophilus influenzae</em> and <em>Mycobacterium</em> spp. in sputum, oropharyngeal and/or salivary samples. Notably, <em>Mycobacterium</em> spp. was not detected based on 16S rRNA amplicon sequencing. Moreover, our approach was able to distinguish <em>S. aureus</em> from <em>S. epidermidis</em> and <em>H. influenzae</em> from <em>H. parainfluenzae</em>. This is not possible with 16S amplicon sequencing, but highly valuable in a clinical setting.</div></div><div><h3>Conclusions</h3><div>The improved detection of CF pathogens and other critical microbiome members as well as insights into their relative abundance within the community, could provide more knowledge on patient’s disease status leading to more personalized medicine and ultimately benefit patient care.</div></div>\",\"PeriodicalId\":15452,\"journal\":{\"name\":\"Journal of Cystic Fibrosis\",\"volume\":\"24 5\",\"pages\":\"Pages 909-915\"},\"PeriodicalIF\":6.0000,\"publicationDate\":\"2025-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Cystic Fibrosis\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1569199325015334\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"RESPIRATORY SYSTEM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Cystic Fibrosis","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1569199325015334","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"RESPIRATORY SYSTEM","Score":null,"Total":0}
Shallow metagenomic shotgun sequencing improves detection of pathogenic species in cystic fibrosis respiratory samples
Background
Chronic infection and inflammation of the lungs contribute significantly to disease progression in persons with cystic fibrosis (pwCF). Treatment regimens are largely based on isolating the putative causative pathogen(s) from respiratory samples using basic culturing methods. While this strategy has shown to be highly valuable in the management of CF, the approach is time-consuming and often misses detection of pathogenic microbes that are more difficult to culture, including Mycobacterium spp.
Methods
In our proof-of-concept study, we evaluated shallow metagenomic shotgun sequencing to detect potential infection-causing pathogens at species level in sputum, oropharyngeal and salivary samples of pwCF (n = 13), and compared it to culture results from the clinic and standard 16S rRNA V4 amplicon sequencing.
Results
Shallow shotgun sequencing improved the detection of pathogenic species in respiratory samples compared to culture methods. In particular, shallow shotgun sequencing could detect pathogenic species associated with CF, specifically Staphylococcus aureus, Pseudomonas aeruginosa, Stenotrophomonas maltophilia, Achromobacter xylosoxidans, Haemophilus influenzae and Mycobacterium spp. in sputum, oropharyngeal and/or salivary samples. Notably, Mycobacterium spp. was not detected based on 16S rRNA amplicon sequencing. Moreover, our approach was able to distinguish S. aureus from S. epidermidis and H. influenzae from H. parainfluenzae. This is not possible with 16S amplicon sequencing, but highly valuable in a clinical setting.
Conclusions
The improved detection of CF pathogens and other critical microbiome members as well as insights into their relative abundance within the community, could provide more knowledge on patient’s disease status leading to more personalized medicine and ultimately benefit patient care.
期刊介绍:
The Journal of Cystic Fibrosis is the official journal of the European Cystic Fibrosis Society. The journal is devoted to promoting the research and treatment of cystic fibrosis. To this end the journal publishes original scientific articles, editorials, case reports, short communications and other information relevant to cystic fibrosis. The journal also publishes news and articles concerning the activities and policies of the ECFS as well as those of other societies related the ECFS.