Integrative Metatranscriptomic Analysis Reveals Disease-specific Microbiome-host Interactions in Oral Squamous Cell Carcinoma

被引:5
|
作者
Jain, Vinay [1 ,2 ]
Baraniya, Divyashri [1 ]
El-Hadedy, Doaa E. [1 ]
Chen, Tsute [3 ]
Slifker, Michael [4 ]
Alakwaa, Fadhl [5 ]
Cai, Kathy Q. [6 ]
Chitrala, Kumaraswamy N. [7 ]
Fundakowski, Christopher [8 ]
Al-Hebshi, Nezar N. [1 ,9 ,10 ]
机构
[1] Temple Univ, Maurice H Kornberg Sch Dent, Dept Oral Hlth Sci, Oral Microbiome Res Lab, Philadelphia, PA USA
[2] Bhabha Atom Res Ctr, Radiat Biol & Hlth Sci Div, Low level Radiat Res Sect, Mumbai, India
[3] Forsyth Inst, Dept Microbiol, Cambridge, MA USA
[4] Fox Chase Canc Ctr, Biostat & Bioinformat Facil, Philadelphia, PA USA
[5] Univ Michigan, Dept Internal Med, Nephrol Div, Ann Arbor, MI USA
[6] Fox Chase Canc Ctr, Histopathol Facil, Philadelphia, PA USA
[7] Temple Univ, Fels Canc Inst Personalized Med, Lewis Katz Sch Med, Philadelphia, PA USA
[8] Thomas Jefferson Univ, Philadelphia, PA USA
[9] Temple Univ Hlth Syst, Fox Chase Canc Ctr, Canc Prevent & Control Program, Philadelphia, PA USA
[10] Temple Univ, Philadelphia, PA 19140 USA
来源
CANCER RESEARCH COMMUNICATIONS | 2023年 / 3卷 / 05期
关键词
HUMAN-PAPILLOMAVIRUS; GENE-EXPRESSION; CANCER; ALIGNMENT; SURVIVAL; SEQUENCE; DATABASE; SAMPLES; RNA;
D O I
10.1158/2767-9764.CRC-22-0349
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Studies on the microbiome of oral squamous cell carcinoma (OSCC) have been limited to 16S rRNA gene sequencing. Here, laser microdis-section coupled with brute-force, deep metatranscriptome sequencing was employed to simultaneously characterize the microbiome and host tran-scriptomes and predict their interaction in OSCC. The analysis involved 20 HPV16/18-negative OSCC tumor/adjacent normal tissue pairs (TT and ANT) along with deep tongue scrapings from 20 matched healthy controls (HC). Standard bioinformatic tools coupled with in-house algorithms were used to map, analyze, and integrate microbial and host data. Host transcrip-tome analysis identified enrichment of known cancer-related gene sets, not only in TT versus ANT and HC, but also in the ANT versus HC con-trast, consistent with field cancerization. Microbial analysis identified a low abundance yet transcriptionally active, unique multi-kingdom microbiome in OSCC tissues predominated by bacteria and bacteriophages. HC showed a different taxonomic profile yet shared major microbial enzyme classes and pathways with TT/ANT, consistent with functional redundancy. Key taxa enriched in TT/ANT compared with HC were Cutibacterium acnes, Malassezia restricta, Human Herpes Virus 6B, and bacteriophage Yuavirus. Functionally, hyaluronate lyase was overexpressed by C. acnes in TT/ANT. Microbiome-host data integration revealed that OSCC-enriched taxa were associated with upregulation of proliferation-related pathways. In a prelim-inary in vitro validation experiment, infection of SCC25 oral cancer cells with C. acnes resulted in upregulation of MYC expression. The study pro-vides a new insight into potential mechanisms by which the microbiome can contribute to oral carcinogenesis, which can be validated in future experimental studies.Significance: Studies have shown that a distinct microbiome is associated with OSCC, but how the microbiome functions within the tumor interacts with the host cells remains unclear. By simultaneously characterizing the microbial and host transcriptomes in OSCC and control tissues, the study provides novel insights into microbiome-host interactions in OSCC which can be validated in future mechanistic studies.
引用
收藏
页码:807 / 820
页数:14
相关论文
共 50 条
  • [1] Identification of shared and disease-specific intratumoral microbiome-host gene associations in gastrointestinal tumors
    Liu, Jing
    Wang, Hongyan
    Zhang, Shuai
    Liu, Jinyang
    PHYSIOLOGICAL GENOMICS, 2024, 56 (11) : 699 - 710
  • [2] Analysis of gut microbiome, host genetics, and plasma metabolites reveals gut microbiome-host interactions in the Japanese population
    Tomofuji, Yoshihiko
    Kishikawa, Toshihiro
    Sonehara, Kyuto
    Maeda, Yuichi
    Ogawa, Kotaro
    Kawabata, Shuhei
    Oguro-Igashira, Eri
    Okuno, Tatsusada
    Nii, Takuro
    Kinoshita, Makoto
    Takagaki, Masatoshi
    Yamamoto, Kenichi
    Arase, Noriko
    Yagita-Sakamaki, Mayu
    Hosokawa, Akiko
    Motooka, Daisuke
    Matsumoto, Yuki
    Matsuoka, Hidetoshi
    Yoshimura, Maiko
    Ohshima, Shiro
    Nakamura, Shota
    Fujimoto, Manabu
    Inohara, Hidenori
    Kishima, Haruhiko
    Mochizuki, Hideki
    Takeda, Kiyoshi
    Kumanogoh, Atsushi
    Okada, Yukinori
    CELL REPORTS, 2023, 42 (11):
  • [3] Grading systems and perineural invasion in oral squamous cell carcinoma - a disease-specific survival analysis
    de Aquino, Sibele Nascimento
    de Souza, Lucas Lacerda
    Alvarenga, Daniel
    Bonan, Paulo Rogerio Ferreti
    Martins, Helder Domiciano Dantas
    Verner, Francielle Silvestre
    Lopes, Marcio Ajudarte
    Vargas, Pablo Agustin
    MEDICINA ORAL PATOLOGIA ORAL Y CIRUGIA BUCAL, 2025, 30 (02): : e247 - e255
  • [4] Integrative analysis reveals associations between oral microbiota dysbiosis and host genetic and epigenetic aberrations in oral cavity squamous cell carcinoma
    Cai, Liuyang
    Zhu, Hengyan
    Mou, Qianqian
    Wong, Po Yee
    Lan, Linlin
    Ng, Cherrie W. K.
    Lei, Pu
    Cheung, Man Kit
    Wang, Daijuanru
    Wong, Eddy W. Y.
    Lau, Eric H. L.
    Yeung, Zenon W. C.
    Lai, Ronald
    Meehan, Katie
    Fung, Sherwood
    Chan, Kwan Chee A.
    Lui, Vivian W. Y.
    Cheng, Alfred S. L.
    Yu, Jun
    Chan, Paul K. S.
    Chan, Jason Y. K.
    Chen, Zigui
    NPJ BIOFILMS AND MICROBIOMES, 2024, 10 (01)
  • [6] Integration of host gene regulation and oral microbiome reveals the influences of smoking during the development of oral squamous cell carcinoma
    Liang, Dan
    Ma, Xuemeng
    Zhong, Xiaoyi
    Zhou, Yinghua
    Chen, Wenxia
    He, Xuan
    FRONTIERS IN ONCOLOGY, 2024, 14
  • [7] Review of Disease-Specific microRNAs by Strategically Bridging Genetics and Epigenetics in Oral Squamous Cell Carcinoma
    Gintoni, Iphigenia
    Vassiliou, Stavros
    Chrousos, George P.
    Yapijakis, Christos
    Iacomino, Giuseppe
    GENES, 2023, 14 (08)
  • [8] Metagenomic Analysis Reveals a Changing Microbiome Associated With the Depth of Invasion of Oral Squamous Cell Carcinoma
    Liu, Yuan
    Li, Zhengrui
    Qi, Yanxu
    Wen, Xutao
    Zhang, Ling
    FRONTIERS IN MICROBIOLOGY, 2022, 13
  • [9] Integrative Multi-Omics Analysis Reveals Candidate Biomarkers for Oral Squamous Cell Carcinoma
    Wan, Zhengqing
    Xiong, Haofeng
    Tan, Xian
    Su, Tong
    Xia, Kun
    Wang, Danling
    FRONTIERS IN ONCOLOGY, 2022, 11
  • [10] Overall and disease-specific survival outcomes following primary surgery for oral squamous cell carcinoma: analysis of consecutive 67 patients
    Sim, Yookyeong Carolyn
    Hwang, Jong-Hyun
    Ahn, Kang-Min
    JOURNAL OF THE KOREAN ASSOCIATION OF ORAL AND MAXILLOFACIAL SURGEONS, 2019, 45 (02) : 83 - 90