Intratumoral Microbiome of Adenoid Cystic Carcinomas and Comparison with other Head and Neck Cancers
Tatiana V. KarpinetsiD, Yoshitsugu Mitani, Chia-Chi Chang, Xiaogang WuiD, Xingzhi SongiD, Ivonne I Flores, Lauren K McDaniel, Yasmine M Hoballah, Fabiana J Veguilla, Renata Ferrarotto, Lauren E Colbert, Nadim J Ajami, Robert R Jenq, Jianhua Zhang, Andrew P Futreal, Adel K. El-Naggar
Abstract
BackgroundAdenoid cystic carcinoma (ACC) is a rare, slow growing yet aggressive head and neck malignancy. Despite its clinical significance, our understanding of the cellular evolution and microenvironment in ACC remains limited. MethodsWe investigated the intratumoral microbiome of 50 ACC tumors and 33 adjacent normal tissues using 16S rRNA gene sequencing. This allowed us to characterize the bacterial communities within ACC and explore potential associations between the bacterial community structure, patients clinical characteristics, and tumor molecular features obtained through RNA sequencing. ResultsBacterial composition in ACC displayed significant differences compared to adjacent normal salivary tissue and exhibited diverse levels of species richness. We identified two main microbial subtypes within ACC: oral-like and gut-like. Oral-like microbiomes, characterized by higher diversity and abundance of genera like Neisseria, Leptotrichia, Actinomyces, Streptococcus, Rothia, and Veillonella (commonly found in healthy oral cavities), were associated with the less aggressive ACC-II molecular subtype and improved patient outcomes. Notably, we identified the same oral genera in oral cancer and in head and neck squamous cell carcinomas. In both cancers, they were part of shared oral communities associated with more diverse microbiome, less aggressive tumor phenotype, and better survival. Conversely, gut-like microbiomes in ACC, featuring low diversity and colonization by gut mucus layer-degrading species like Bacteroides, Akkermansia, Blautia, Bifidobacterium, and Enterococcus, were associated with poorer outcomes. Elevated levels of Bacteroides thetaiotaomicron were independently associated with significantly worse survival, regardless of other clinical and molecular factors. Furthermore, this association positively correlated with tumor cell biosynthesis of glycan-based cell membrane components. ConclusionsOur study uncovers specific intratumoral oral genera as potential pan-cancer biomarkers for favorable microbiomes in ACC and other head and neck cancers. These findings highlight the pivotal role of the intratumoral microbiome in influencing ACC prognosis and disease biology.
02 /Specification & Classification
Click any tag to browse matching papers- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Gut and oral microbial community characterization from women with breast cancer, women with ductal carcinoma in situ, and healthy women reveals differences in gut but not oral microbiota
Emma McCune, Anukriti Sharma, … Michael J. Campbell·mSystemsPeer-reviewed·Oct 29, 2024
- Identification and characterization of four bacteriome- and mycobiome-derived subtypes in tumour and adjacent mucosa tissue of colorectal cancer patients
M. Salvucci, L. Poynter, … J. H. M. Prehn·bioRxiv·Sep 27, 2022
- Immune Remodeling and Dysbiosis May Distinguish the Microenvironments of Gastric Adenocarcinoma and Peritumoral Tissue
Ronald Matheus da Silva Mourão, Juliana Barreto Albuquerque Pinto, … Paulo Pimentel de Assumpção·Lecture notes in computer sciencePeer-reviewed·Nov 16, 2025
- Sub-species niche specialization in the oral microbiome is associated with nasopharyngeal carcinoma risk
J. W. Debelius, T. Huang, … W. Ye·bioRxiv·Jan 20, 2020
- Bacterial metagenome in plaque, saliva, and tumor samples from individuals with and without OSCC by next-generation sequencing
Herlinto Alveiro Tupaz Erira, Dabeiba Adriana García Robayo, … Fabián Tobar-Tosse·GigabytePeer-reviewed·Oct 5, 2026
- Microbial dysbiosis is evident in oral squamous cell carcinoma (OSCC) tissues of a group of Sri Lankan male patients with oral risk habits: Revisiting for confirming
Manosha Lakmali Perera, Irosha Rukmali Perera·bioRxiv·Nov 19, 2024