Background Colorectal cancer (CRC) is the second leading cause of cancer-related deaths, accounting for more than 900,000 deaths a year worldwide. Microbial dysbiosis, including the presence of oral bacteria in the gut, has been linked to CRC. Some mechanisms by which specific microorganisms potentially drive tumorigenesis have been described, but there is a lack of studies elucidating whole microbiota activity in the tumor and their implication for the development of the disease. Here, the metatranscriptomic data of tumor and control tissue-associated microbiota (n = 18 pairs), as well as from subgingival sulcus (n = 15) of CRC patients, was analyzed. Results We confirmed that Fusobacterium nucleatum was more active in the tumor tissue than in the control gut mucosa. In addition, the activity of this species was positively correlated with other oral bacteria in the tumors, including Parvimonas micra, Peptostreptococcus stomatis, and Granulicatella adiacens, along with gut bacteria like Hungatella hathewayi, suggesting a potential relationship among them. Regarding bacterial gene expression, a change in the functional profile was observed, including a higher expression of genes associated with carbon metabolism in control in contrast to an increase of amino acid-related genes in tumor. Furthermore, genes implicated in the biosynthesis and transport of lipopolysaccharide were increased in tumors. Interestingly, a significantly higher expression in tumor than control tissue of potential virulence factors from F. nucleatum was found, supporting their relevance in niche colonization and tumorigenesis. Correlation analysis of the bacterial activity with the host transcriptional profile showed significant correlations of the Fusobacterium-Peptostreptotoccus-Hungatella cluster with human genes involved in inflammation and metastasis, confirming the association of this microbial consortium with tumor development. For the first time, the gene expression profiles of oral bacteria in the gut and the oral cavity were compared. The cluster of co-active bacteria identified in tumors was partially found in the oral samples, suggesting a stable interaction and potential synergy. Although there were thousands of differentially expressed genes between subgingival sulcus and tumor tissue, the expression of key virulence factors was not significantly different. Conclusions In short, this study discovered new traits about tumor microbial-associated composition and activity and its connection with the oral composition that would be essential to unravel the translocation, colonization, and tumorigenesis of the CRC. <MediaObject ID="MOESM3"> <VideoObject FileRef="MediaObjects/40168_2026_2372_MOESM3_ESM.mp4" VideoID="D2Y6aEvM3aAiZo2y3k77hp"> <Caption Language="En" xml:lang="en"> <CaptionContent> Video Abstract </CaptionContent> </Caption> </VideoObject> </MediaObject>

Metatranscriptomic analysis of the microbiota of tumor tissue in colon cancer

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2026年5月12日

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Elena Buetas,
Kelly Conde-Pérez,
Ángel Concha,
Catuxa Celeiro,
José F. Noguera,
Germán Bou,
Simón Pardiñas-López,
Juan A. Vallejo,
Margarita Poza,
Miguel Carda-Diéguez,
Alex Mira

摘要

Background

Colorectal cancer (CRC) is the second leading cause of cancer-related deaths, accounting for more than 900,000 deaths a year worldwide. Microbial dysbiosis, including the presence of oral bacteria in the gut, has been linked to CRC. Some mechanisms by which specific microorganisms potentially drive tumorigenesis have been described, but there is a lack of studies elucidating whole microbiota activity in the tumor and their implication for the development of the disease. Here, the metatranscriptomic data of tumor and control tissue-associated microbiota (n = 18 pairs), as well as from subgingival sulcus (n = 15) of CRC patients, was analyzed.

Results

We confirmed that Fusobacterium nucleatum was more active in the tumor tissue than in the control gut mucosa. In addition, the activity of this species was positively correlated with other oral bacteria in the tumors, including Parvimonas micra, Peptostreptococcus stomatis, and Granulicatella adiacens, along with gut bacteria like Hungatella hathewayi, suggesting a potential relationship among them. Regarding bacterial gene expression, a change in the functional profile was observed, including a higher expression of genes associated with carbon metabolism in control in contrast to an increase of amino acid-related genes in tumor. Furthermore, genes implicated in the biosynthesis and transport of lipopolysaccharide were increased in tumors. Interestingly, a significantly higher expression in tumor than control tissue of potential virulence factors from F. nucleatum was found, supporting their relevance in niche colonization and tumorigenesis. Correlation analysis of the bacterial activity with the host transcriptional profile showed significant correlations of the Fusobacterium-Peptostreptotoccus-Hungatella cluster with human genes involved in inflammation and metastasis, confirming the association of this microbial consortium with tumor development. For the first time, the gene expression profiles of oral bacteria in the gut and the oral cavity were compared. The cluster of co-active bacteria identified in tumors was partially found in the oral samples, suggesting a stable interaction and potential synergy. Although there were thousands of differentially expressed genes between subgingival sulcus and tumor tissue, the expression of key virulence factors was not significantly different.

Conclusions

In short, this study discovered new traits about tumor microbial-associated composition and activity and its connection with the oral composition that would be essential to unravel the translocation, colonization, and tumorigenesis of the CRC.

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