Dysbiosis in the Salivary Microbiome Associated with IgA Nephropathy—‍A‍ ‍Japanese Cohort Study

IgA nephropathy is one of the leading causes of chronic kidney disease in Japan. Since the origin and mechanisms by which IgA nephropathy develops currently remain unclear, a confirmed disease diagnosis is currently only possible by highly invasive renal biopsy. With the background of the salivary m...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Microbes and Environments 2021, Vol.36(2), pp.ME21006
Hauptverfasser: Khasnobish, Anushka, Takayasu, Lena, Watanabe, Ken-ichi, Nguyen, Tien Thi Thuy, Arakawa, Kensuke, Hotta, Osamu, Joh, Kensuke, Nakano, Akiyo, Hosomi, Shuhei, Hattori, Masahira, Suda, Wataru, Morita, Hidetoshi
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page
container_issue 2
container_start_page ME21006
container_title Microbes and Environments
container_volume 36
creator Khasnobish, Anushka
Takayasu, Lena
Watanabe, Ken-ichi
Nguyen, Tien Thi Thuy
Arakawa, Kensuke
Hotta, Osamu
Joh, Kensuke
Nakano, Akiyo
Hosomi, Shuhei
Hattori, Masahira
Suda, Wataru
Morita, Hidetoshi
description IgA nephropathy is one of the leading causes of chronic kidney disease in Japan. Since the origin and mechanisms by which IgA nephropathy develops currently remain unclear, a confirmed disease diagnosis is currently only possible by highly invasive renal biopsy. With the background of the salivary microbiome as a rich source of biomarkers for systemic diseases, we herein primarily aimed to investigate the salivary microbiome as a tool for the non-invasive diagnosis of IgA nephropathy. In a comparison of salivary microbiome profiles using 16S rRNA amplicon sequencing, significant differences were observed in microbial diversity and richness between IgA nephropathy patients and healthy controls. Furthermore, recent studies reported that patients with IgA nephropathy are more likely to develop inflammatory bowel diseases and that chronic inflammation of the tonsils triggered the recurrence of IgA nephropathy. Therefore, we compared the salivary microbiome of IgA nephropathy patients with chronic tonsillitis and ulcerative colitis patients. By combining the genera selected by the random forest algorithm, we were able to distinguish IgA nephropathy from healthy controls with an area under the curve (AUC) of 0.90, from the ulcerative colitis group with AUC of 0.88, and from the chronic tonsillitis group with AUC of 0.70. Additionally, the genus Neisseria was common among the selected genera that facilitated the separation of the IgA nephropathy group from healthy controls and the chronic tonsillitis group. The present results indicate the potential of the salivary microbiome as a biomarker for the non-invasive diagnosis of IgA nephropathy.
doi_str_mv 10.1264/jsme2.ME21006
format Article
fullrecord <record><control><sourceid>pubmedcentral_cross</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8209455</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>pubmedcentral_primary_oai_pubmedcentral_nih_gov_8209455</sourcerecordid><originalsourceid>FETCH-LOGICAL-c490t-8bc32c1dbe8228561b97cfe1a6f8b15d480c9b3d0dec71248b3ee24660a85e2e3</originalsourceid><addsrcrecordid>eNpVUMtOAjEUbYxGFF267w8M9jUzZWNCEBUDukDXTadzYUpgZtIWDDt-wJ1fyJc4AiFxcR_JeSTnIHRHSYeyRNzP_RJYZzxglJDkDF1RLtJICBKf738WJZzSFrr2fk4I53HKLlGLC5LKVJIrNHvc-MxW3npsSxwKwBO9sGvtNnhsjasabAm4531lrA6Q4y8bCjyc9fAb1IWrah2KzW77s9t-95rBzbzqWpfgAferonIBT8Iq39ygi6leeLg93jb6fBp89F-i0fvzsN8bRUZ0SYhkZjgzNM9AMibjhGbd1EyB6mQqMxrnQhLTzXhOcjApZUJmHICJJCFaxsCAt9HDwbdeZUvIDZTB6YWqnV02mVSlrfqPlLZQs2qtJCNdEceNQXQwaMJ772B60lKi_hpX-8bVsfGG3z_w5z7oGZzY2gVrFnBk80Tt11F1Qk2hnYKS_wLuMZF2</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Dysbiosis in the Salivary Microbiome Associated with IgA Nephropathy—‍A‍ ‍Japanese Cohort Study</title><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>PubMed Central Open Access</source><source>J-STAGE (Japan Science &amp; Technology Information Aggregator, Electronic) Freely Available Titles - Japanese</source><source>PubMed Central</source><creator>Khasnobish, Anushka ; Takayasu, Lena ; Watanabe, Ken-ichi ; Nguyen, Tien Thi Thuy ; Arakawa, Kensuke ; Hotta, Osamu ; Joh, Kensuke ; Nakano, Akiyo ; Hosomi, Shuhei ; Hattori, Masahira ; Suda, Wataru ; Morita, Hidetoshi</creator><creatorcontrib>Khasnobish, Anushka ; Takayasu, Lena ; Watanabe, Ken-ichi ; Nguyen, Tien Thi Thuy ; Arakawa, Kensuke ; Hotta, Osamu ; Joh, Kensuke ; Nakano, Akiyo ; Hosomi, Shuhei ; Hattori, Masahira ; Suda, Wataru ; Morita, Hidetoshi</creatorcontrib><description>IgA nephropathy is one of the leading causes of chronic kidney disease in Japan. Since the origin and mechanisms by which IgA nephropathy develops currently remain unclear, a confirmed disease diagnosis is currently only possible by highly invasive renal biopsy. With the background of the salivary microbiome as a rich source of biomarkers for systemic diseases, we herein primarily aimed to investigate the salivary microbiome as a tool for the non-invasive diagnosis of IgA nephropathy. In a comparison of salivary microbiome profiles using 16S rRNA amplicon sequencing, significant differences were observed in microbial diversity and richness between IgA nephropathy patients and healthy controls. Furthermore, recent studies reported that patients with IgA nephropathy are more likely to develop inflammatory bowel diseases and that chronic inflammation of the tonsils triggered the recurrence of IgA nephropathy. Therefore, we compared the salivary microbiome of IgA nephropathy patients with chronic tonsillitis and ulcerative colitis patients. By combining the genera selected by the random forest algorithm, we were able to distinguish IgA nephropathy from healthy controls with an area under the curve (AUC) of 0.90, from the ulcerative colitis group with AUC of 0.88, and from the chronic tonsillitis group with AUC of 0.70. Additionally, the genus Neisseria was common among the selected genera that facilitated the separation of the IgA nephropathy group from healthy controls and the chronic tonsillitis group. The present results indicate the potential of the salivary microbiome as a biomarker for the non-invasive diagnosis of IgA nephropathy.</description><identifier>ISSN: 1342-6311</identifier><identifier>EISSN: 1347-4405</identifier><identifier>DOI: 10.1264/jsme2.ME21006</identifier><identifier>PMID: 34078780</identifier><language>eng</language><publisher>Japanese Society of Microbial Ecology / Japanese Society of Soil Microbiology / Taiwan Society of Microbial Ecology / Japanese Society of Plant Microbe Interactions / Japanese Society for Extremophiles</publisher><subject>IgA nephropathy ; kidney disease ; oral microbiota ; random forest algorithm ; Regular Paper ; salivary microbiome</subject><ispartof>Microbes and Environments, 2021, Vol.36(2), pp.ME21006</ispartof><rights>2021 by Japanese Society of Microbial Ecology / Japanese Society of Soil Microbiology / Taiwan Society of Microbial Ecology / Japanese Society of Plant Microbe Interactions / Japanese Society for Extremophiles.</rights><rights>2021 by Japanese Society of Microbial Ecology / Japanese Society of Soil Microbiology / Taiwan Society of Microbial Ecology / Japanese Society of Plant Microbe Interactions / Japanese Society for Extremophiles. 2021</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c490t-8bc32c1dbe8228561b97cfe1a6f8b15d480c9b3d0dec71248b3ee24660a85e2e3</citedby><cites>FETCH-LOGICAL-c490t-8bc32c1dbe8228561b97cfe1a6f8b15d480c9b3d0dec71248b3ee24660a85e2e3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8209455/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8209455/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,1876,4009,27902,27903,27904,53770,53772</link.rule.ids></links><search><creatorcontrib>Khasnobish, Anushka</creatorcontrib><creatorcontrib>Takayasu, Lena</creatorcontrib><creatorcontrib>Watanabe, Ken-ichi</creatorcontrib><creatorcontrib>Nguyen, Tien Thi Thuy</creatorcontrib><creatorcontrib>Arakawa, Kensuke</creatorcontrib><creatorcontrib>Hotta, Osamu</creatorcontrib><creatorcontrib>Joh, Kensuke</creatorcontrib><creatorcontrib>Nakano, Akiyo</creatorcontrib><creatorcontrib>Hosomi, Shuhei</creatorcontrib><creatorcontrib>Hattori, Masahira</creatorcontrib><creatorcontrib>Suda, Wataru</creatorcontrib><creatorcontrib>Morita, Hidetoshi</creatorcontrib><title>Dysbiosis in the Salivary Microbiome Associated with IgA Nephropathy—‍A‍ ‍Japanese Cohort Study</title><title>Microbes and Environments</title><addtitle>Microbes Environ.</addtitle><description>IgA nephropathy is one of the leading causes of chronic kidney disease in Japan. Since the origin and mechanisms by which IgA nephropathy develops currently remain unclear, a confirmed disease diagnosis is currently only possible by highly invasive renal biopsy. With the background of the salivary microbiome as a rich source of biomarkers for systemic diseases, we herein primarily aimed to investigate the salivary microbiome as a tool for the non-invasive diagnosis of IgA nephropathy. In a comparison of salivary microbiome profiles using 16S rRNA amplicon sequencing, significant differences were observed in microbial diversity and richness between IgA nephropathy patients and healthy controls. Furthermore, recent studies reported that patients with IgA nephropathy are more likely to develop inflammatory bowel diseases and that chronic inflammation of the tonsils triggered the recurrence of IgA nephropathy. Therefore, we compared the salivary microbiome of IgA nephropathy patients with chronic tonsillitis and ulcerative colitis patients. By combining the genera selected by the random forest algorithm, we were able to distinguish IgA nephropathy from healthy controls with an area under the curve (AUC) of 0.90, from the ulcerative colitis group with AUC of 0.88, and from the chronic tonsillitis group with AUC of 0.70. Additionally, the genus Neisseria was common among the selected genera that facilitated the separation of the IgA nephropathy group from healthy controls and the chronic tonsillitis group. The present results indicate the potential of the salivary microbiome as a biomarker for the non-invasive diagnosis of IgA nephropathy.</description><subject>IgA nephropathy</subject><subject>kidney disease</subject><subject>oral microbiota</subject><subject>random forest algorithm</subject><subject>Regular Paper</subject><subject>salivary microbiome</subject><issn>1342-6311</issn><issn>1347-4405</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNpVUMtOAjEUbYxGFF267w8M9jUzZWNCEBUDukDXTadzYUpgZtIWDDt-wJ1fyJc4AiFxcR_JeSTnIHRHSYeyRNzP_RJYZzxglJDkDF1RLtJICBKf738WJZzSFrr2fk4I53HKLlGLC5LKVJIrNHvc-MxW3npsSxwKwBO9sGvtNnhsjasabAm4531lrA6Q4y8bCjyc9fAb1IWrah2KzW77s9t-95rBzbzqWpfgAferonIBT8Iq39ygi6leeLg93jb6fBp89F-i0fvzsN8bRUZ0SYhkZjgzNM9AMibjhGbd1EyB6mQqMxrnQhLTzXhOcjApZUJmHICJJCFaxsCAt9HDwbdeZUvIDZTB6YWqnV02mVSlrfqPlLZQs2qtJCNdEceNQXQwaMJ772B60lKi_hpX-8bVsfGG3z_w5z7oGZzY2gVrFnBk80Tt11F1Qk2hnYKS_wLuMZF2</recordid><startdate>2021</startdate><enddate>2021</enddate><creator>Khasnobish, Anushka</creator><creator>Takayasu, Lena</creator><creator>Watanabe, Ken-ichi</creator><creator>Nguyen, Tien Thi Thuy</creator><creator>Arakawa, Kensuke</creator><creator>Hotta, Osamu</creator><creator>Joh, Kensuke</creator><creator>Nakano, Akiyo</creator><creator>Hosomi, Shuhei</creator><creator>Hattori, Masahira</creator><creator>Suda, Wataru</creator><creator>Morita, Hidetoshi</creator><general>Japanese Society of Microbial Ecology / Japanese Society of Soil Microbiology / Taiwan Society of Microbial Ecology / Japanese Society of Plant Microbe Interactions / Japanese Society for Extremophiles</general><scope>AAYXX</scope><scope>CITATION</scope><scope>5PM</scope></search><sort><creationdate>2021</creationdate><title>Dysbiosis in the Salivary Microbiome Associated with IgA Nephropathy—‍A‍ ‍Japanese Cohort Study</title><author>Khasnobish, Anushka ; Takayasu, Lena ; Watanabe, Ken-ichi ; Nguyen, Tien Thi Thuy ; Arakawa, Kensuke ; Hotta, Osamu ; Joh, Kensuke ; Nakano, Akiyo ; Hosomi, Shuhei ; Hattori, Masahira ; Suda, Wataru ; Morita, Hidetoshi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c490t-8bc32c1dbe8228561b97cfe1a6f8b15d480c9b3d0dec71248b3ee24660a85e2e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>IgA nephropathy</topic><topic>kidney disease</topic><topic>oral microbiota</topic><topic>random forest algorithm</topic><topic>Regular Paper</topic><topic>salivary microbiome</topic><toplevel>online_resources</toplevel><creatorcontrib>Khasnobish, Anushka</creatorcontrib><creatorcontrib>Takayasu, Lena</creatorcontrib><creatorcontrib>Watanabe, Ken-ichi</creatorcontrib><creatorcontrib>Nguyen, Tien Thi Thuy</creatorcontrib><creatorcontrib>Arakawa, Kensuke</creatorcontrib><creatorcontrib>Hotta, Osamu</creatorcontrib><creatorcontrib>Joh, Kensuke</creatorcontrib><creatorcontrib>Nakano, Akiyo</creatorcontrib><creatorcontrib>Hosomi, Shuhei</creatorcontrib><creatorcontrib>Hattori, Masahira</creatorcontrib><creatorcontrib>Suda, Wataru</creatorcontrib><creatorcontrib>Morita, Hidetoshi</creatorcontrib><collection>CrossRef</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Microbes and Environments</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Khasnobish, Anushka</au><au>Takayasu, Lena</au><au>Watanabe, Ken-ichi</au><au>Nguyen, Tien Thi Thuy</au><au>Arakawa, Kensuke</au><au>Hotta, Osamu</au><au>Joh, Kensuke</au><au>Nakano, Akiyo</au><au>Hosomi, Shuhei</au><au>Hattori, Masahira</au><au>Suda, Wataru</au><au>Morita, Hidetoshi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Dysbiosis in the Salivary Microbiome Associated with IgA Nephropathy—‍A‍ ‍Japanese Cohort Study</atitle><jtitle>Microbes and Environments</jtitle><addtitle>Microbes Environ.</addtitle><date>2021</date><risdate>2021</risdate><volume>36</volume><issue>2</issue><spage>ME21006</spage><pages>ME21006-</pages><issn>1342-6311</issn><eissn>1347-4405</eissn><abstract>IgA nephropathy is one of the leading causes of chronic kidney disease in Japan. Since the origin and mechanisms by which IgA nephropathy develops currently remain unclear, a confirmed disease diagnosis is currently only possible by highly invasive renal biopsy. With the background of the salivary microbiome as a rich source of biomarkers for systemic diseases, we herein primarily aimed to investigate the salivary microbiome as a tool for the non-invasive diagnosis of IgA nephropathy. In a comparison of salivary microbiome profiles using 16S rRNA amplicon sequencing, significant differences were observed in microbial diversity and richness between IgA nephropathy patients and healthy controls. Furthermore, recent studies reported that patients with IgA nephropathy are more likely to develop inflammatory bowel diseases and that chronic inflammation of the tonsils triggered the recurrence of IgA nephropathy. Therefore, we compared the salivary microbiome of IgA nephropathy patients with chronic tonsillitis and ulcerative colitis patients. By combining the genera selected by the random forest algorithm, we were able to distinguish IgA nephropathy from healthy controls with an area under the curve (AUC) of 0.90, from the ulcerative colitis group with AUC of 0.88, and from the chronic tonsillitis group with AUC of 0.70. Additionally, the genus Neisseria was common among the selected genera that facilitated the separation of the IgA nephropathy group from healthy controls and the chronic tonsillitis group. The present results indicate the potential of the salivary microbiome as a biomarker for the non-invasive diagnosis of IgA nephropathy.</abstract><pub>Japanese Society of Microbial Ecology / Japanese Society of Soil Microbiology / Taiwan Society of Microbial Ecology / Japanese Society of Plant Microbe Interactions / Japanese Society for Extremophiles</pub><pmid>34078780</pmid><doi>10.1264/jsme2.ME21006</doi><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1342-6311
ispartof Microbes and Environments, 2021, Vol.36(2), pp.ME21006
issn 1342-6311
1347-4405
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8209455
source Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; PubMed Central Open Access; J-STAGE (Japan Science & Technology Information Aggregator, Electronic) Freely Available Titles - Japanese; PubMed Central
subjects IgA nephropathy
kidney disease
oral microbiota
random forest algorithm
Regular Paper
salivary microbiome
title Dysbiosis in the Salivary Microbiome Associated with IgA Nephropathy—‍A‍ ‍Japanese Cohort Study
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-21T16%3A35%3A46IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-pubmedcentral_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Dysbiosis%20in%20the%20Salivary%20Microbiome%20Associated%20with%20IgA%20Nephropathy%E2%80%94%E2%80%8DA%E2%80%8D%20%E2%80%8DJapanese%20Cohort%20Study&rft.jtitle=Microbes%20and%20Environments&rft.au=Khasnobish,%20Anushka&rft.date=2021&rft.volume=36&rft.issue=2&rft.spage=ME21006&rft.pages=ME21006-&rft.issn=1342-6311&rft.eissn=1347-4405&rft_id=info:doi/10.1264/jsme2.ME21006&rft_dat=%3Cpubmedcentral_cross%3Epubmedcentral_primary_oai_pubmedcentral_nih_gov_8209455%3C/pubmedcentral_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/34078780&rfr_iscdi=true