Host-microbe computational proteomic landscape in oral cancer revealed key functional and metabolic pathways between Fusobacterium nucleatum and cancer progression
Oral squamous cell carcinoma (OSCC) is the most common manifestation of oral cancer. It has been proposed that periodontal pathogens contribute to OSCC progression, mainly by their virulence factors. However, the main periodontal pathogen and its mechanism to modulate OSCC cells remains not fully un...
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creator | Muñoz-Grez, Camila Paz Vidal, Mabel Angélica Rojas, Tamara Beatriz Ferrada, Luciano Esteban Zuñiga, Felipe Andrés Vera, Agustin Andrés Sanhueza, Sergio Andrés Quiroga, Romina Andrea Cabrera, Camilo Daniel Antilef, Barbara Evelyn Cartes, Ricardo Andrés Acevedo, Milovan Paolo Fraga, Marco Andrés Alarcón-Zapata, Pedro Felipe Hernández, Mauricio Alejandro Salas-Burgos, Alexis Marcelo Tapia-Belmonte, Francisco Yáñez, Milly Loreto Riquelme, Erick Marcelo González, Wilfredo Alejandro Rivera, Cesar Andrés Oñate, Angel Alejandro Lamperti, Liliana Ivonne Nova-Lamperti, Estefanía |
description | Oral squamous cell carcinoma (OSCC) is the most common manifestation of oral cancer. It has been proposed that periodontal pathogens contribute to OSCC progression, mainly by their virulence factors. However, the main periodontal pathogen and its mechanism to modulate OSCC cells remains not fully understood. In this study we investigate the main host-pathogen pathways in OSCC by computational proteomics and the mechanism behind cancer progression by the oral microbiome. The main host-pathogen pathways were analyzed in the secretome of biopsies from patients with OSCC and healthy controls by mass spectrometry. Then, functional assays were performed to evaluate the host-pathogen pathways highlighted in oral cancer. Host proteins associated with LPS response, cell migration/adhesion, and metabolism of amino acids were significantly upregulated in the human cancer proteome, whereas the complement cascade was downregulated in malignant samples. Then, the microbiome analysis revealed large number and variety of peptides from
Fusobacterium nucleatum
(
F. nucleatum
) in OSCC samples, from which several enzymes from the L-glutamate degradation pathway were found, indicating that L-glutamate from cancer cells is used as an energy source, and catabolized into butyrate by the bacteria. In fact, we observed that
F. nucleatum
modulates the cystine/glutamate antiporter in an OSCC cell line by increasing SLC7A11 expression, promoting L-glutamate efflux and favoring bacterial infection. Finally, our results showed that
F. nucleatum
and its metabolic derivates promote tumor spheroids growth, spheroids-derived cell detachment, epithelial-mesenchymal transition and Galectin-9 upregulation. Altogether,
F. nucleatum
promotes pro-tumoral mechanism in oral cancer. |
doi_str_mv | 10.1038/s41368-024-00326-8 |
format | Article |
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Fusobacterium nucleatum
(
F. nucleatum
) in OSCC samples, from which several enzymes from the L-glutamate degradation pathway were found, indicating that L-glutamate from cancer cells is used as an energy source, and catabolized into butyrate by the bacteria. In fact, we observed that
F. nucleatum
modulates the cystine/glutamate antiporter in an OSCC cell line by increasing SLC7A11 expression, promoting L-glutamate efflux and favoring bacterial infection. Finally, our results showed that
F. nucleatum
and its metabolic derivates promote tumor spheroids growth, spheroids-derived cell detachment, epithelial-mesenchymal transition and Galectin-9 upregulation. Altogether,
F. nucleatum
promotes pro-tumoral mechanism in oral cancer.</description><identifier>ISSN: 2049-3169</identifier><identifier>ISSN: 1674-2818</identifier><identifier>EISSN: 2049-3169</identifier><identifier>DOI: 10.1038/s41368-024-00326-8</identifier><identifier>PMID: 39743544</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>631/326/41 ; 692/699/3020/1665 ; 692/699/3020/3029 ; Biodegradation ; Biopsy ; Carcinoma, Squamous Cell - metabolism ; Carcinoma, Squamous Cell - microbiology ; Case-Control Studies ; Cell migration ; Complement system ; Computer applications ; Dentistry ; Disease Progression ; Fusobacterium nucleatum ; Fusobacterium nucleatum - metabolism ; Galectin-9 ; Glutamic acid ; Host-Pathogen Interactions ; Humans ; Mass Spectrometry ; Mass spectroscopy ; Medicine ; Metabolic Networks and Pathways ; Metabolic pathways ; Metabolism ; Microbiomes ; Mouth Neoplasms - metabolism ; Mouth Neoplasms - microbiology ; Oral and Maxillofacial Surgery ; Oral cancer ; Oral carcinoma ; Oral squamous cell carcinoma ; Orthopedics ; Pathogens ; Proteomes ; Proteomics ; Secretome ; Spheroids ; Squamous cell carcinoma ; Surgical Orthopedics ; Virulence factors</subject><ispartof>International journal of oral science, 2025-01, Vol.17 (1), p.1-14, Article 1</ispartof><rights>The Author(s) 2025</rights><rights>2025. The Author(s).</rights><rights>Copyright Springer Nature B.V. 2025</rights><rights>The Author(s) 2025 2025</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c2938-6d73fcb2a44fbf857fac78a3b179cb49da769b648f28fbc588dcfe741e0c9b973</cites><orcidid>0000-0002-0800-1353 ; 0009-0004-2222-896X ; 0000-0002-2277-0132 ; 0000-0002-7673-0013 ; 0000-0002-5491-4233</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11693762/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11693762/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,2095,27903,27904,41099,42168,51554,53769,53771</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39743544$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Muñoz-Grez, Camila Paz</creatorcontrib><creatorcontrib>Vidal, Mabel Angélica</creatorcontrib><creatorcontrib>Rojas, Tamara Beatriz</creatorcontrib><creatorcontrib>Ferrada, Luciano Esteban</creatorcontrib><creatorcontrib>Zuñiga, Felipe Andrés</creatorcontrib><creatorcontrib>Vera, Agustin Andrés</creatorcontrib><creatorcontrib>Sanhueza, Sergio Andrés</creatorcontrib><creatorcontrib>Quiroga, Romina Andrea</creatorcontrib><creatorcontrib>Cabrera, Camilo Daniel</creatorcontrib><creatorcontrib>Antilef, Barbara Evelyn</creatorcontrib><creatorcontrib>Cartes, Ricardo Andrés</creatorcontrib><creatorcontrib>Acevedo, Milovan Paolo</creatorcontrib><creatorcontrib>Fraga, Marco Andrés</creatorcontrib><creatorcontrib>Alarcón-Zapata, Pedro Felipe</creatorcontrib><creatorcontrib>Hernández, Mauricio Alejandro</creatorcontrib><creatorcontrib>Salas-Burgos, Alexis Marcelo</creatorcontrib><creatorcontrib>Tapia-Belmonte, Francisco</creatorcontrib><creatorcontrib>Yáñez, Milly Loreto</creatorcontrib><creatorcontrib>Riquelme, Erick Marcelo</creatorcontrib><creatorcontrib>González, Wilfredo Alejandro</creatorcontrib><creatorcontrib>Rivera, Cesar Andrés</creatorcontrib><creatorcontrib>Oñate, Angel Alejandro</creatorcontrib><creatorcontrib>Lamperti, Liliana Ivonne</creatorcontrib><creatorcontrib>Nova-Lamperti, Estefanía</creatorcontrib><title>Host-microbe computational proteomic landscape in oral cancer revealed key functional and metabolic pathways between Fusobacterium nucleatum and cancer progression</title><title>International journal of oral science</title><addtitle>Int J Oral Sci</addtitle><addtitle>Int J Oral Sci</addtitle><description>Oral squamous cell carcinoma (OSCC) is the most common manifestation of oral cancer. It has been proposed that periodontal pathogens contribute to OSCC progression, mainly by their virulence factors. However, the main periodontal pathogen and its mechanism to modulate OSCC cells remains not fully understood. In this study we investigate the main host-pathogen pathways in OSCC by computational proteomics and the mechanism behind cancer progression by the oral microbiome. The main host-pathogen pathways were analyzed in the secretome of biopsies from patients with OSCC and healthy controls by mass spectrometry. Then, functional assays were performed to evaluate the host-pathogen pathways highlighted in oral cancer. Host proteins associated with LPS response, cell migration/adhesion, and metabolism of amino acids were significantly upregulated in the human cancer proteome, whereas the complement cascade was downregulated in malignant samples. Then, the microbiome analysis revealed large number and variety of peptides from
Fusobacterium nucleatum
(
F. nucleatum
) in OSCC samples, from which several enzymes from the L-glutamate degradation pathway were found, indicating that L-glutamate from cancer cells is used as an energy source, and catabolized into butyrate by the bacteria. In fact, we observed that
F. nucleatum
modulates the cystine/glutamate antiporter in an OSCC cell line by increasing SLC7A11 expression, promoting L-glutamate efflux and favoring bacterial infection. Finally, our results showed that
F. nucleatum
and its metabolic derivates promote tumor spheroids growth, spheroids-derived cell detachment, epithelial-mesenchymal transition and Galectin-9 upregulation. Altogether,
F. nucleatum
promotes pro-tumoral mechanism in oral cancer.</description><subject>631/326/41</subject><subject>692/699/3020/1665</subject><subject>692/699/3020/3029</subject><subject>Biodegradation</subject><subject>Biopsy</subject><subject>Carcinoma, Squamous Cell - metabolism</subject><subject>Carcinoma, Squamous Cell - microbiology</subject><subject>Case-Control Studies</subject><subject>Cell migration</subject><subject>Complement system</subject><subject>Computer applications</subject><subject>Dentistry</subject><subject>Disease Progression</subject><subject>Fusobacterium nucleatum</subject><subject>Fusobacterium nucleatum - metabolism</subject><subject>Galectin-9</subject><subject>Glutamic acid</subject><subject>Host-Pathogen Interactions</subject><subject>Humans</subject><subject>Mass Spectrometry</subject><subject>Mass spectroscopy</subject><subject>Medicine</subject><subject>Metabolic Networks and Pathways</subject><subject>Metabolic pathways</subject><subject>Metabolism</subject><subject>Microbiomes</subject><subject>Mouth Neoplasms - metabolism</subject><subject>Mouth Neoplasms - microbiology</subject><subject>Oral and Maxillofacial Surgery</subject><subject>Oral cancer</subject><subject>Oral carcinoma</subject><subject>Oral squamous cell carcinoma</subject><subject>Orthopedics</subject><subject>Pathogens</subject><subject>Proteomes</subject><subject>Proteomics</subject><subject>Secretome</subject><subject>Spheroids</subject><subject>Squamous cell carcinoma</subject><subject>Surgical Orthopedics</subject><subject>Virulence 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(Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Biological Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>International journal of oral science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Muñoz-Grez, Camila Paz</au><au>Vidal, Mabel Angélica</au><au>Rojas, Tamara Beatriz</au><au>Ferrada, Luciano Esteban</au><au>Zuñiga, Felipe Andrés</au><au>Vera, Agustin Andrés</au><au>Sanhueza, Sergio Andrés</au><au>Quiroga, Romina Andrea</au><au>Cabrera, Camilo Daniel</au><au>Antilef, Barbara Evelyn</au><au>Cartes, Ricardo Andrés</au><au>Acevedo, Milovan Paolo</au><au>Fraga, Marco Andrés</au><au>Alarcón-Zapata, Pedro Felipe</au><au>Hernández, Mauricio Alejandro</au><au>Salas-Burgos, Alexis Marcelo</au><au>Tapia-Belmonte, Francisco</au><au>Yáñez, Milly Loreto</au><au>Riquelme, Erick Marcelo</au><au>González, Wilfredo Alejandro</au><au>Rivera, Cesar Andrés</au><au>Oñate, Angel Alejandro</au><au>Lamperti, Liliana Ivonne</au><au>Nova-Lamperti, Estefanía</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Host-microbe computational proteomic landscape in oral cancer revealed key functional and metabolic pathways between Fusobacterium nucleatum and cancer progression</atitle><jtitle>International journal of oral science</jtitle><stitle>Int J Oral Sci</stitle><addtitle>Int J Oral Sci</addtitle><date>2025-01-02</date><risdate>2025</risdate><volume>17</volume><issue>1</issue><spage>1</spage><epage>14</epage><pages>1-14</pages><artnum>1</artnum><issn>2049-3169</issn><issn>1674-2818</issn><eissn>2049-3169</eissn><abstract>Oral squamous cell carcinoma (OSCC) is the most common manifestation of oral cancer. It has been proposed that periodontal pathogens contribute to OSCC progression, mainly by their virulence factors. However, the main periodontal pathogen and its mechanism to modulate OSCC cells remains not fully understood. In this study we investigate the main host-pathogen pathways in OSCC by computational proteomics and the mechanism behind cancer progression by the oral microbiome. The main host-pathogen pathways were analyzed in the secretome of biopsies from patients with OSCC and healthy controls by mass spectrometry. Then, functional assays were performed to evaluate the host-pathogen pathways highlighted in oral cancer. Host proteins associated with LPS response, cell migration/adhesion, and metabolism of amino acids were significantly upregulated in the human cancer proteome, whereas the complement cascade was downregulated in malignant samples. Then, the microbiome analysis revealed large number and variety of peptides from
Fusobacterium nucleatum
(
F. nucleatum
) in OSCC samples, from which several enzymes from the L-glutamate degradation pathway were found, indicating that L-glutamate from cancer cells is used as an energy source, and catabolized into butyrate by the bacteria. In fact, we observed that
F. nucleatum
modulates the cystine/glutamate antiporter in an OSCC cell line by increasing SLC7A11 expression, promoting L-glutamate efflux and favoring bacterial infection. Finally, our results showed that
F. nucleatum
and its metabolic derivates promote tumor spheroids growth, spheroids-derived cell detachment, epithelial-mesenchymal transition and Galectin-9 upregulation. Altogether,
F. nucleatum
promotes pro-tumoral mechanism in oral cancer.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>39743544</pmid><doi>10.1038/s41368-024-00326-8</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0002-0800-1353</orcidid><orcidid>https://orcid.org/0009-0004-2222-896X</orcidid><orcidid>https://orcid.org/0000-0002-2277-0132</orcidid><orcidid>https://orcid.org/0000-0002-7673-0013</orcidid><orcidid>https://orcid.org/0000-0002-5491-4233</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2049-3169 |
ispartof | International journal of oral science, 2025-01, Vol.17 (1), p.1-14, Article 1 |
issn | 2049-3169 1674-2818 2049-3169 |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_11693762 |
source | MEDLINE; DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; PubMed Central Open Access; Springer Nature OA Free Journals; Nature Free; PubMed Central |
subjects | 631/326/41 692/699/3020/1665 692/699/3020/3029 Biodegradation Biopsy Carcinoma, Squamous Cell - metabolism Carcinoma, Squamous Cell - microbiology Case-Control Studies Cell migration Complement system Computer applications Dentistry Disease Progression Fusobacterium nucleatum Fusobacterium nucleatum - metabolism Galectin-9 Glutamic acid Host-Pathogen Interactions Humans Mass Spectrometry Mass spectroscopy Medicine Metabolic Networks and Pathways Metabolic pathways Metabolism Microbiomes Mouth Neoplasms - metabolism Mouth Neoplasms - microbiology Oral and Maxillofacial Surgery Oral cancer Oral carcinoma Oral squamous cell carcinoma Orthopedics Pathogens Proteomes Proteomics Secretome Spheroids Squamous cell carcinoma Surgical Orthopedics Virulence factors |
title | Host-microbe computational proteomic landscape in oral cancer revealed key functional and metabolic pathways between Fusobacterium nucleatum and cancer progression |
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