DEEP SHOTGUN METAGENOMIC ANALYSIS OF THE ORAL MICROBIOME IDENTIFIES SPECIFIC BACTERIAL PLASMIDS ASSOCIATED WITH IGA NEPHROPATHY

 

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DEEP SHOTGUN METAGENOMIC ANALYSIS OF THE ORAL MICROBIOME IDENTIFIES SPECIFIC BACTERIAL PLASMIDS ASSOCIATED WITH IGA NEPHROPATHY

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Sho
Hamaguchi
Sho Hamaguchi s-hamaguchi@juntendo.ac.jp Juntendo University Faculty of Medicine Nephrology Tokyo Japan * RIKEN Center for Integrative Medical Sciences Laboratory for Symbiotic Microbiome Sciences Yokohama Japan
Yoshihito Nihei y-nihei@juntendo.ac.jp Juntendo University Faculty of Medicine Nephrology Tokyo Japan -
Hiroaki Masuoka hiroaki.masuoka@riken.jp RIKEN Center for Integrative Medical Sciences Laboratory for Symbiotic Microbiome Sciences Yokohama Japan -
Rina Kurokawa rina.kurokawa@riken.jp RIKEN Center for Integrative Medical Sciences Laboratory for Symbiotic Microbiome Sciences Yokohama Japan -
Kazuaki Mori kz-mori@juntendo.ac.jp Juntendo University Faculty of Medicine Nephrology Tokyo Japan -
Ryousuke Aoki r-aoki@juntendo.ac.jp Juntendo University Faculty of Medicine Nephrology Tokyo Japan -
Kei Ogiwara k-ogiwara@juntendo.ac.jp Juntendo University Faculty of Medicine Nephrology Tokyo Japan -
Nozomi Kadota n.kadota.tn@juntendo.ac.jp Juntendo University Faculty of Medicine Nephrology Tokyo Japan -
Yusuke Fukao y-fukao@juntendo.ac.jp Juntendo University Faculty of Medicine Nephrology Tokyo Japan -
Hitoshi Suzuki shitoshi@juntendo.ac.jp Juntendo University Faculty of Medicine Nephrology Tokyo Japan - Juntendo University Urayasu Hospital Nephrology Tokyo Japan
Wataru Suda wataru.suda@riken.jp RIKEN Center for Integrative Medical Sciences Laboratory for Symbiotic Microbiome Sciences Yokohama Japan -
Yusuke Suzuki yusuke@juntendo.ac.jp Juntendo University Faculty of Medicine Nephrology Tokyo Japan -
 
 
 

Exogenous antigens are implicated in the pathogenesis of IgA nephropathy (IgAN), and our recent studies demonstrated that antigenic stimulation of the upper respiratory mucosa induces the production of nephritogenic IgA antibodies. Although several previous studies have analyzed the oral microbiome of IgAN patients, specific microorganisms responsible for the disease have not yet been identified. One possible reason is that these studies relied on 16S rRNA sequencing, which is not a truly comprehensive analytical approach. 

To address this limitation, we conducted one of the deepest shotgun metagenomic sequencing of the oral microbiome to identify potential microbial contributors.

Saliva samples were collected from 57 patients with IgAN, 39 with chronic tonsillitis, and 29 healthy individuals. Shotgun metagenomic sequencing was performed on extracted DNA, generating a large number of 150-base-pair short reads. Universal single-copy marker genes were used to profile bacterial species and their relative abundances. Additionally, using an informatics approach based on de novo assembly, these short reads were computationally assembled into contiguous sequences (contigs) of several kilobases in length. The assembled contigs were classified into three categories—chromosome, plasmid, and phage—based on genomic features. The diversity and abundance of the contigs were then compared among categories.


Shotgun sequencing yielded an average of 67 million paired-end short reads per sample. After removing human genomic sequences, over 30 million reads per sample remained for analysis, representing the deepest oral metagenomic dataset reported to date.

When we analyzed the relative abundances of bacterial species, several taxa were significantly increased in IgAN patients compared with chronic tonsillitis patients or healthy individuals. However, there were no bacterial species consistently enriched in IgAN patients across comparisons.

In contrast, contig-based analysis revealed that several plasmid-derived contigs were significantly increased in IgAN patients. Further host prediction analysis demonstrated that these plasmids, which were enriched in IgAN patients, originated exclusively from a single bacterial genus. Notably, the increase in these plasmids was consistent across all comparisons. (Fig.1). Furthermore, the host bacteria of these plasmids were not increased in IgAN patients, suggesting that the plasmids expanded independently of their hosts.

To validate these findings, the host bacteria of these plasmids were cultured from the saliva of IgAN patients and healthy individuals. Long-read sequencing confirmed that only the isolates from IgAN patients harbored these plasmids. It is therefore possible that transformed bacteria carrying these plasmids contribute to the production of nephritogenic IgA antibodies (Fig.2). Unlike previous studies focusing on bacterial species, our findings highlight that plasmids—mobile genetic elements within the commensal microbiome—may play a critical role in the pathogenesis of IgAN.

Fig.1


Deep shotgun metagenomic analysis revealed that specific bacterial plasmids were significantly increased in the oral cavity of IgAN patients.

We believe that our data facilitate the development of not only non-invasive diagnostic biomarkers but also novel therapeutic strategies targeting the plasmid-associated mechanisms.

Kewords