Discovery and validation of potential bacterial biomarkers for lung cancer
Microbes are residents in a number of body sites, including the oral and nasal cavities, which are connected to the lung via the pharynx. The associations between oral diseases and increased risk of lung cancer have been reported in previous prospective studies. In this study, we measured variations...
Gespeichert in:
Veröffentlicht in: | American journal of cancer research 2015-01, Vol.5 (10), p.3111-3122 |
---|---|
Hauptverfasser: | , , , , , , , , , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 3122 |
---|---|
container_issue | 10 |
container_start_page | 3111 |
container_title | American journal of cancer research |
container_volume | 5 |
creator | Yan, Xinmin Yang, Mingxia Liu, Juan Gao, Ruichen Hu, Jihong Li, Jiong Zhang, Lijun Shi, Yujia Guo, Hongrong Cheng, Jinluo Razi, Miriam Pang, Shen Yu, Xiaowei Hu, Shen |
description | Microbes are residents in a number of body sites, including the oral and nasal cavities, which are connected to the lung via the pharynx. The associations between oral diseases and increased risk of lung cancer have been reported in previous prospective studies. In this study, we measured variations of salivary microbiota and evaluated their potential association with lung cancer, including squamous cell carcinoma (SCC) and adenocarcinoma (AC). A three-phase study was performed: First, we investigated the salivary microbiota from 20 lung cancer patients (10 SCC and 10 AC) and control subjects (n=10) using a deep sequencing analysis. Salivary Capnocytophaga, Selenomonas, Veillonella and Neisseria were found to be significantly altered in patients with SCC and AC when compared to that in control subjects. Second, we confirmed the significant changes of Capnocytophaga, Veillonella and Neisseria in the same lung cancer patients using quantitative PCR (qPCR). Finally, these bacterial species were further validated on new patient/control cohorts (n=56) with qPCR. The combination of two bacterial biomarkers, Capnocytophaga and Veillonella, yielded a receiver operating characteristic (ROC) value of 0.86 with an 84.6% sensitivity and 86.7% specificity in distinguishing patients with SCC from control subjects and a ROC value of 0.80 with a 78.6% sensitivity and 80.0% specificity in distinguishing patients with AC from control subjects. In conclusion, we have for the first time demonstrated the association of saliva microbiota with lung cancer. Particularly, the combination of the 16S sequencing discovery with qPCR validation studies revealed that the levels of Capnocytophaga and Veillonella were significantly higher in the saliva from lung cancer patients, which may serve as potential biomarkers for the disease detection/classification. |
format | Article |
fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_4656734</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1751486381</sourcerecordid><originalsourceid>FETCH-LOGICAL-p266t-5a00931ddf3c9ab9a3daa88dd478c9ed2a709d4f947f9bc0401671e32bbb502f3</originalsourceid><addsrcrecordid>eNpVkEtLxDAUhYsozjDOX5As3RTSJk2ajSDjmwE3ug63eYzRtKlJOzD_3qqjjHdzD9zL-Q7nKJuXRcVyJjg7PtCzbJnSG56G4kJQcZrNSsYEwYzMs8drl1TYmrhD0Gm0Be80DC50KFjUh8F0gwOPGlCDid_KhRbiu4kJ2RCRH7sNUtApE8-yEws-meV-L7KX25vn1X2-frp7WF2t837CDnkFGAtSaG2JEtAIIBqgrrWmvFbC6BI4FppaQbkVjfoKzXhhSNk0TYVLSxbZ5Y9vPzat0WqKGMHLProp2E4GcPL_pXOvchO2krKKcUIng4u9QQwfo0mDbKcSjPfQmTAmWfCqoDUjdTG9nh-y_iC_BZJPN8xwdg</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1751486381</pqid></control><display><type>article</type><title>Discovery and validation of potential bacterial biomarkers for lung cancer</title><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>PubMed Central</source><creator>Yan, Xinmin ; Yang, Mingxia ; Liu, Juan ; Gao, Ruichen ; Hu, Jihong ; Li, Jiong ; Zhang, Lijun ; Shi, Yujia ; Guo, Hongrong ; Cheng, Jinluo ; Razi, Miriam ; Pang, Shen ; Yu, Xiaowei ; Hu, Shen</creator><creatorcontrib>Yan, Xinmin ; Yang, Mingxia ; Liu, Juan ; Gao, Ruichen ; Hu, Jihong ; Li, Jiong ; Zhang, Lijun ; Shi, Yujia ; Guo, Hongrong ; Cheng, Jinluo ; Razi, Miriam ; Pang, Shen ; Yu, Xiaowei ; Hu, Shen</creatorcontrib><description>Microbes are residents in a number of body sites, including the oral and nasal cavities, which are connected to the lung via the pharynx. The associations between oral diseases and increased risk of lung cancer have been reported in previous prospective studies. In this study, we measured variations of salivary microbiota and evaluated their potential association with lung cancer, including squamous cell carcinoma (SCC) and adenocarcinoma (AC). A three-phase study was performed: First, we investigated the salivary microbiota from 20 lung cancer patients (10 SCC and 10 AC) and control subjects (n=10) using a deep sequencing analysis. Salivary Capnocytophaga, Selenomonas, Veillonella and Neisseria were found to be significantly altered in patients with SCC and AC when compared to that in control subjects. Second, we confirmed the significant changes of Capnocytophaga, Veillonella and Neisseria in the same lung cancer patients using quantitative PCR (qPCR). Finally, these bacterial species were further validated on new patient/control cohorts (n=56) with qPCR. The combination of two bacterial biomarkers, Capnocytophaga and Veillonella, yielded a receiver operating characteristic (ROC) value of 0.86 with an 84.6% sensitivity and 86.7% specificity in distinguishing patients with SCC from control subjects and a ROC value of 0.80 with a 78.6% sensitivity and 80.0% specificity in distinguishing patients with AC from control subjects. In conclusion, we have for the first time demonstrated the association of saliva microbiota with lung cancer. Particularly, the combination of the 16S sequencing discovery with qPCR validation studies revealed that the levels of Capnocytophaga and Veillonella were significantly higher in the saliva from lung cancer patients, which may serve as potential biomarkers for the disease detection/classification.</description><identifier>ISSN: 2156-6976</identifier><identifier>EISSN: 2156-6976</identifier><identifier>PMID: 26693063</identifier><language>eng</language><publisher>United States: e-Century Publishing Corporation</publisher><subject>Original</subject><ispartof>American journal of cancer research, 2015-01, Vol.5 (10), p.3111-3122</ispartof><rights>AJCR Copyright © 2015 2015</rights><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4656734/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4656734/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,723,776,780,881,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26693063$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Yan, Xinmin</creatorcontrib><creatorcontrib>Yang, Mingxia</creatorcontrib><creatorcontrib>Liu, Juan</creatorcontrib><creatorcontrib>Gao, Ruichen</creatorcontrib><creatorcontrib>Hu, Jihong</creatorcontrib><creatorcontrib>Li, Jiong</creatorcontrib><creatorcontrib>Zhang, Lijun</creatorcontrib><creatorcontrib>Shi, Yujia</creatorcontrib><creatorcontrib>Guo, Hongrong</creatorcontrib><creatorcontrib>Cheng, Jinluo</creatorcontrib><creatorcontrib>Razi, Miriam</creatorcontrib><creatorcontrib>Pang, Shen</creatorcontrib><creatorcontrib>Yu, Xiaowei</creatorcontrib><creatorcontrib>Hu, Shen</creatorcontrib><title>Discovery and validation of potential bacterial biomarkers for lung cancer</title><title>American journal of cancer research</title><addtitle>Am J Cancer Res</addtitle><description>Microbes are residents in a number of body sites, including the oral and nasal cavities, which are connected to the lung via the pharynx. The associations between oral diseases and increased risk of lung cancer have been reported in previous prospective studies. In this study, we measured variations of salivary microbiota and evaluated their potential association with lung cancer, including squamous cell carcinoma (SCC) and adenocarcinoma (AC). A three-phase study was performed: First, we investigated the salivary microbiota from 20 lung cancer patients (10 SCC and 10 AC) and control subjects (n=10) using a deep sequencing analysis. Salivary Capnocytophaga, Selenomonas, Veillonella and Neisseria were found to be significantly altered in patients with SCC and AC when compared to that in control subjects. Second, we confirmed the significant changes of Capnocytophaga, Veillonella and Neisseria in the same lung cancer patients using quantitative PCR (qPCR). Finally, these bacterial species were further validated on new patient/control cohorts (n=56) with qPCR. The combination of two bacterial biomarkers, Capnocytophaga and Veillonella, yielded a receiver operating characteristic (ROC) value of 0.86 with an 84.6% sensitivity and 86.7% specificity in distinguishing patients with SCC from control subjects and a ROC value of 0.80 with a 78.6% sensitivity and 80.0% specificity in distinguishing patients with AC from control subjects. In conclusion, we have for the first time demonstrated the association of saliva microbiota with lung cancer. Particularly, the combination of the 16S sequencing discovery with qPCR validation studies revealed that the levels of Capnocytophaga and Veillonella were significantly higher in the saliva from lung cancer patients, which may serve as potential biomarkers for the disease detection/classification.</description><subject>Original</subject><issn>2156-6976</issn><issn>2156-6976</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><recordid>eNpVkEtLxDAUhYsozjDOX5As3RTSJk2ajSDjmwE3ug63eYzRtKlJOzD_3qqjjHdzD9zL-Q7nKJuXRcVyJjg7PtCzbJnSG56G4kJQcZrNSsYEwYzMs8drl1TYmrhD0Gm0Be80DC50KFjUh8F0gwOPGlCDid_KhRbiu4kJ2RCRH7sNUtApE8-yEws-meV-L7KX25vn1X2-frp7WF2t837CDnkFGAtSaG2JEtAIIBqgrrWmvFbC6BI4FppaQbkVjfoKzXhhSNk0TYVLSxbZ5Y9vPzat0WqKGMHLProp2E4GcPL_pXOvchO2krKKcUIng4u9QQwfo0mDbKcSjPfQmTAmWfCqoDUjdTG9nh-y_iC_BZJPN8xwdg</recordid><startdate>20150101</startdate><enddate>20150101</enddate><creator>Yan, Xinmin</creator><creator>Yang, Mingxia</creator><creator>Liu, Juan</creator><creator>Gao, Ruichen</creator><creator>Hu, Jihong</creator><creator>Li, Jiong</creator><creator>Zhang, Lijun</creator><creator>Shi, Yujia</creator><creator>Guo, Hongrong</creator><creator>Cheng, Jinluo</creator><creator>Razi, Miriam</creator><creator>Pang, Shen</creator><creator>Yu, Xiaowei</creator><creator>Hu, Shen</creator><general>e-Century Publishing Corporation</general><scope>NPM</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20150101</creationdate><title>Discovery and validation of potential bacterial biomarkers for lung cancer</title><author>Yan, Xinmin ; Yang, Mingxia ; Liu, Juan ; Gao, Ruichen ; Hu, Jihong ; Li, Jiong ; Zhang, Lijun ; Shi, Yujia ; Guo, Hongrong ; Cheng, Jinluo ; Razi, Miriam ; Pang, Shen ; Yu, Xiaowei ; Hu, Shen</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-p266t-5a00931ddf3c9ab9a3daa88dd478c9ed2a709d4f947f9bc0401671e32bbb502f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Original</topic><toplevel>online_resources</toplevel><creatorcontrib>Yan, Xinmin</creatorcontrib><creatorcontrib>Yang, Mingxia</creatorcontrib><creatorcontrib>Liu, Juan</creatorcontrib><creatorcontrib>Gao, Ruichen</creatorcontrib><creatorcontrib>Hu, Jihong</creatorcontrib><creatorcontrib>Li, Jiong</creatorcontrib><creatorcontrib>Zhang, Lijun</creatorcontrib><creatorcontrib>Shi, Yujia</creatorcontrib><creatorcontrib>Guo, Hongrong</creatorcontrib><creatorcontrib>Cheng, Jinluo</creatorcontrib><creatorcontrib>Razi, Miriam</creatorcontrib><creatorcontrib>Pang, Shen</creatorcontrib><creatorcontrib>Yu, Xiaowei</creatorcontrib><creatorcontrib>Hu, Shen</creatorcontrib><collection>PubMed</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>American journal of cancer research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yan, Xinmin</au><au>Yang, Mingxia</au><au>Liu, Juan</au><au>Gao, Ruichen</au><au>Hu, Jihong</au><au>Li, Jiong</au><au>Zhang, Lijun</au><au>Shi, Yujia</au><au>Guo, Hongrong</au><au>Cheng, Jinluo</au><au>Razi, Miriam</au><au>Pang, Shen</au><au>Yu, Xiaowei</au><au>Hu, Shen</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Discovery and validation of potential bacterial biomarkers for lung cancer</atitle><jtitle>American journal of cancer research</jtitle><addtitle>Am J Cancer Res</addtitle><date>2015-01-01</date><risdate>2015</risdate><volume>5</volume><issue>10</issue><spage>3111</spage><epage>3122</epage><pages>3111-3122</pages><issn>2156-6976</issn><eissn>2156-6976</eissn><abstract>Microbes are residents in a number of body sites, including the oral and nasal cavities, which are connected to the lung via the pharynx. The associations between oral diseases and increased risk of lung cancer have been reported in previous prospective studies. In this study, we measured variations of salivary microbiota and evaluated their potential association with lung cancer, including squamous cell carcinoma (SCC) and adenocarcinoma (AC). A three-phase study was performed: First, we investigated the salivary microbiota from 20 lung cancer patients (10 SCC and 10 AC) and control subjects (n=10) using a deep sequencing analysis. Salivary Capnocytophaga, Selenomonas, Veillonella and Neisseria were found to be significantly altered in patients with SCC and AC when compared to that in control subjects. Second, we confirmed the significant changes of Capnocytophaga, Veillonella and Neisseria in the same lung cancer patients using quantitative PCR (qPCR). Finally, these bacterial species were further validated on new patient/control cohorts (n=56) with qPCR. The combination of two bacterial biomarkers, Capnocytophaga and Veillonella, yielded a receiver operating characteristic (ROC) value of 0.86 with an 84.6% sensitivity and 86.7% specificity in distinguishing patients with SCC from control subjects and a ROC value of 0.80 with a 78.6% sensitivity and 80.0% specificity in distinguishing patients with AC from control subjects. In conclusion, we have for the first time demonstrated the association of saliva microbiota with lung cancer. Particularly, the combination of the 16S sequencing discovery with qPCR validation studies revealed that the levels of Capnocytophaga and Veillonella were significantly higher in the saliva from lung cancer patients, which may serve as potential biomarkers for the disease detection/classification.</abstract><cop>United States</cop><pub>e-Century Publishing Corporation</pub><pmid>26693063</pmid><tpages>12</tpages></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2156-6976 |
ispartof | American journal of cancer research, 2015-01, Vol.5 (10), p.3111-3122 |
issn | 2156-6976 2156-6976 |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_4656734 |
source | Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; PubMed Central |
subjects | Original |
title | Discovery and validation of potential bacterial biomarkers for lung cancer |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-10T21%3A32%3A20IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Discovery%20and%20validation%20of%20potential%20bacterial%20biomarkers%20for%20lung%20cancer&rft.jtitle=American%20journal%20of%20cancer%20research&rft.au=Yan,%20Xinmin&rft.date=2015-01-01&rft.volume=5&rft.issue=10&rft.spage=3111&rft.epage=3122&rft.pages=3111-3122&rft.issn=2156-6976&rft.eissn=2156-6976&rft_id=info:doi/&rft_dat=%3Cproquest_pubme%3E1751486381%3C/proquest_pubme%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1751486381&rft_id=info:pmid/26693063&rfr_iscdi=true |