Delaney H Sheehan, Kesava Asam, Nicolaus D Knight, Juhi J Patel, James A Stewart, Patrick A Molina, Nengjun Yi, Chi T Viet, Brad Aouizerat, Natalie Silver, Bharat Panuganti, Carissa M Thomas
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Phyloseq objects were created, low-read samples were removed, and differential abundance analysis (DAA) using Analysis of Compositions of Microbiomes with Bias Correction 2 (ANCOM-BC2) was performed. Statistical analysis was done in R (v4.3.1).</p><p><strong>Results: </strong>One hundred fifty-six patients with HNSCC were included from TCMA with a mean age of 59 (std 13, min 19, and max 90), 72% male (n = 113), and 91% white (n = 140). Primary sites encompassed oral cavity (n = 106, 68%), oropharynx (n = 26, 17%), and larynx/hypopharynx (n = 24, 15%). For all HNSCC in TCMA, rates of lymphovascular invasion were 17% (n = 26), perineural invasion, 34% (n = 53), and microscopic or gross extranodal extension (ENE), 19% (n = 30). DAA revealed significant changes in bacterial genera based on high-risk pathologic features, smoking status, vital status, and disease-specific survival (DSS). Genera observed with ANCOM-BC2 include Scardovia, Alloscardovia, Lactobacillus, and Corynebacterium genera for vital status and DSS.</p><p><strong>Conclusion: </strong>Changes in the relative abundance of select intratumoral bacterial genera are associated with adverse pathologic features, DSS, and vital status in HNSCC. Shifts in the microbiome need further investigation to determine if they can provide any mechanistic insight or predictive role.</p>","PeriodicalId":19707,"journal":{"name":"Otolaryngology- Head and Neck Surgery","volume":" ","pages":""},"PeriodicalIF":2.6000,"publicationDate":"2025-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Altered Bacteria Abundance Is Associated With Outcomes in Head and Neck Squamous Cell Carcinoma.\",\"authors\":\"Delaney H Sheehan, Kesava Asam, Nicolaus D Knight, Juhi J Patel, James A Stewart, Patrick A Molina, Nengjun Yi, Chi T Viet, Brad Aouizerat, Natalie Silver, Bharat Panuganti, Carissa M Thomas\",\"doi\":\"10.1002/ohn.1262\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>To determine if microbiome differences exist in head and neck squamous cell carcinoma (HNSCC) based on high-risk pathologic features, smoking, and outcomes using The Cancer Microbiome Atlas (TCMA).</p><p><strong>Study design: </strong>Database study.</p><p><strong>Setting: </strong>Database review.</p><p><strong>Methods: </strong>TCMA is a publicly available database containing curated, decontaminated microbial profiles for tumors from 1772 patients. The data were limited to microbiome profiles, survival, and clinicopathologic features for HNSCC patients. Phyloseq objects were created, low-read samples were removed, and differential abundance analysis (DAA) using Analysis of Compositions of Microbiomes with Bias Correction 2 (ANCOM-BC2) was performed. Statistical analysis was done in R (v4.3.1).</p><p><strong>Results: </strong>One hundred fifty-six patients with HNSCC were included from TCMA with a mean age of 59 (std 13, min 19, and max 90), 72% male (n = 113), and 91% white (n = 140). Primary sites encompassed oral cavity (n = 106, 68%), oropharynx (n = 26, 17%), and larynx/hypopharynx (n = 24, 15%). For all HNSCC in TCMA, rates of lymphovascular invasion were 17% (n = 26), perineural invasion, 34% (n = 53), and microscopic or gross extranodal extension (ENE), 19% (n = 30). DAA revealed significant changes in bacterial genera based on high-risk pathologic features, smoking status, vital status, and disease-specific survival (DSS). Genera observed with ANCOM-BC2 include Scardovia, Alloscardovia, Lactobacillus, and Corynebacterium genera for vital status and DSS.</p><p><strong>Conclusion: </strong>Changes in the relative abundance of select intratumoral bacterial genera are associated with adverse pathologic features, DSS, and vital status in HNSCC. 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引用次数: 0
摘要
目的:利用癌症微生物组图谱(TCMA)确定头颈部鳞状细胞癌(HNSCC)中微生物组是否存在基于高危病理特征、吸烟和预后的差异。研究设计:数据库研究。设置:数据库审查。方法:TCMA是一个公开可用的数据库,包含来自1772例患者的肿瘤的经过整理、净化的微生物谱。这些数据仅限于HNSCC患者的微生物组、生存率和临床病理特征。建立系统序列对象,去除低读样本,使用ANCOM-BC2 (analysis of composition of Microbiomes with Bias Correction 2)进行差异丰度分析(DAA)。在R (v4.3.1)中进行统计分析。结果:156例HNSCC患者从TCMA纳入,平均年龄59岁(std 13, min 19, max 90), 72%男性(n = 113), 91%白人(n = 140)。原发部位包括口腔(n = 106, 68%)、口咽(n = 26, 17%)和喉/下咽(n = 24, 15%)。在TCMA的所有HNSCC中,淋巴血管浸润率为17% (n = 26),神经周围浸润率为34% (n = 53),显微或肉眼结外延伸(ENE)率为19% (n = 30)。DAA揭示了基于高危病理特征、吸烟状况、生命状态和疾病特异性生存(DSS)的细菌属的显著变化。ANCOM-BC2对生命状态和DSS的观察属包括Scardovia、Alloscardovia、Lactobacillus和棒状杆菌属。结论:肿瘤内选定细菌属相对丰度的变化与恶性鳞状细胞癌的不良病理特征、DSS和生命状态有关。微生物组的变化需要进一步研究,以确定它们是否能提供任何机制洞察力或预测作用。
Altered Bacteria Abundance Is Associated With Outcomes in Head and Neck Squamous Cell Carcinoma.
Objective: To determine if microbiome differences exist in head and neck squamous cell carcinoma (HNSCC) based on high-risk pathologic features, smoking, and outcomes using The Cancer Microbiome Atlas (TCMA).
Study design: Database study.
Setting: Database review.
Methods: TCMA is a publicly available database containing curated, decontaminated microbial profiles for tumors from 1772 patients. The data were limited to microbiome profiles, survival, and clinicopathologic features for HNSCC patients. Phyloseq objects were created, low-read samples were removed, and differential abundance analysis (DAA) using Analysis of Compositions of Microbiomes with Bias Correction 2 (ANCOM-BC2) was performed. Statistical analysis was done in R (v4.3.1).
Results: One hundred fifty-six patients with HNSCC were included from TCMA with a mean age of 59 (std 13, min 19, and max 90), 72% male (n = 113), and 91% white (n = 140). Primary sites encompassed oral cavity (n = 106, 68%), oropharynx (n = 26, 17%), and larynx/hypopharynx (n = 24, 15%). For all HNSCC in TCMA, rates of lymphovascular invasion were 17% (n = 26), perineural invasion, 34% (n = 53), and microscopic or gross extranodal extension (ENE), 19% (n = 30). DAA revealed significant changes in bacterial genera based on high-risk pathologic features, smoking status, vital status, and disease-specific survival (DSS). Genera observed with ANCOM-BC2 include Scardovia, Alloscardovia, Lactobacillus, and Corynebacterium genera for vital status and DSS.
Conclusion: Changes in the relative abundance of select intratumoral bacterial genera are associated with adverse pathologic features, DSS, and vital status in HNSCC. Shifts in the microbiome need further investigation to determine if they can provide any mechanistic insight or predictive role.
期刊介绍:
Otolaryngology–Head and Neck Surgery (OTO-HNS) is the official peer-reviewed publication of the American Academy of Otolaryngology–Head and Neck Surgery Foundation. The mission of Otolaryngology–Head and Neck Surgery is to publish contemporary, ethical, clinically relevant information in otolaryngology, head and neck surgery (ear, nose, throat, head, and neck disorders) that can be used by otolaryngologists, clinicians, scientists, and specialists to improve patient care and public health.