Rituraj Upadhyay, Aastha Dhakal, Caroline Wheeler, Rebecca Hoyd, Malvenderjit Jagjit Singh, Vidhya Karivedu, Priyanka Bhateja, Marcelo Bonomi, Sasha Valentin, Mauricio E Gamez, David J Konieczkowski, Sujith Baliga, John C Grecula, Dukagjin M Blakaj, Emile Gogineni, Darrion L Mitchell, Nicholas C Denko, Daniel Spakowicz, Sachin R Jhawar
{"title":"根据人乳头瘤病毒状态比较分析头颈部粘膜癌的肿瘤微生物组、分子特征和免疫细胞丰度及其对生存的影响。","authors":"Rituraj Upadhyay, Aastha Dhakal, Caroline Wheeler, Rebecca Hoyd, Malvenderjit Jagjit Singh, Vidhya Karivedu, Priyanka Bhateja, Marcelo Bonomi, Sasha Valentin, Mauricio E Gamez, David J Konieczkowski, Sujith Baliga, John C Grecula, Dukagjin M Blakaj, Emile Gogineni, Darrion L Mitchell, Nicholas C Denko, Daniel Spakowicz, Sachin R Jhawar","doi":"10.1080/15384047.2024.2350249","DOIUrl":null,"url":null,"abstract":"<p><p>Head and Neck Squamous Cell Carcinoma (HNSCC) comprises a diverse group of tumors with variable treatment response and prognosis. The tumor microenvironment (TME), which includes microbiome and immune cells, can impact outcomes. Here, we sought to relate the presence of specific microbes, gene expression, and tumor immune infiltration using tumor transcriptomics from The Cancer Genome Atlas (TCGA) and associate these with overall survival (OS). RNA sequencing (RNAseq) from HNSCC tumors in TCGA was processed through the exogenous sequences in tumors and immune cells (exotic) pipeline to identify and quantify low-abundance microbes. The detection of the Papillomaviridae family of viruses assessed HPV status. All statistical analyses were performed using R. A total of 499 RNAseq samples from TCGA were analyzed. HPV was detected in 111 samples (22%), most commonly Alphapapillomavirus 9 (90.1%). The presence of Alphapapillomavirus 9 was associated with improved OS [HR = 0.60 (95%CI: 0.40-0.89, <i>p</i> = .01)]. Among other microbes, <i>Yersinia pseudotuberculosis</i> was associated with the worst survival (HR = 3.88; <i>p</i> = .008), while <i>Pseudomonas viridiflava</i> had the best survival (HR = 0.05; <i>p</i> = .036). Microbial species found more abundant in HPV- tumors included several gram-negative anaerobes. HPV- tumors had a significantly higher abundance of M0 (<i>p</i> < .001) and M2 macrophages (<i>p</i> = .035), while HPV+ tumors had more T regulatory cells (<i>p</i> < .001) and CD8+ T-cells (<i>p</i> < .001). We identified microbes in HNSCC tumor samples significantly associated with survival. A greater abundance of certain anaerobic microbes was seen in HPV tumors and pro-tumorigenic macrophages. These findings suggest that TME can be used to predict patient outcomes and may help identify mechanisms of resistance to systemic therapies.</p>","PeriodicalId":9536,"journal":{"name":"Cancer Biology & Therapy","volume":"25 1","pages":"2350249"},"PeriodicalIF":4.4000,"publicationDate":"2024-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11086009/pdf/","citationCount":"0","resultStr":"{\"title\":\"Comparative analysis of the tumor microbiome, molecular profiles, and immune cell abundances by HPV status in mucosal head and neck cancers and their impact on survival.\",\"authors\":\"Rituraj Upadhyay, Aastha Dhakal, Caroline Wheeler, Rebecca Hoyd, Malvenderjit Jagjit Singh, Vidhya Karivedu, Priyanka Bhateja, Marcelo Bonomi, Sasha Valentin, Mauricio E Gamez, David J Konieczkowski, Sujith Baliga, John C Grecula, Dukagjin M Blakaj, Emile Gogineni, Darrion L Mitchell, Nicholas C Denko, Daniel Spakowicz, Sachin R Jhawar\",\"doi\":\"10.1080/15384047.2024.2350249\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Head and Neck Squamous Cell Carcinoma (HNSCC) comprises a diverse group of tumors with variable treatment response and prognosis. 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Among other microbes, <i>Yersinia pseudotuberculosis</i> was associated with the worst survival (HR = 3.88; <i>p</i> = .008), while <i>Pseudomonas viridiflava</i> had the best survival (HR = 0.05; <i>p</i> = .036). Microbial species found more abundant in HPV- tumors included several gram-negative anaerobes. HPV- tumors had a significantly higher abundance of M0 (<i>p</i> < .001) and M2 macrophages (<i>p</i> = .035), while HPV+ tumors had more T regulatory cells (<i>p</i> < .001) and CD8+ T-cells (<i>p</i> < .001). We identified microbes in HNSCC tumor samples significantly associated with survival. A greater abundance of certain anaerobic microbes was seen in HPV tumors and pro-tumorigenic macrophages. 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引用次数: 0
摘要
头颈部鳞状细胞癌(HNSCC)是一种类型多样的肿瘤,其治疗反应和预后各不相同。包括微生物组和免疫细胞在内的肿瘤微环境(TME)会影响预后。在此,我们试图利用癌症基因组图谱(TCGA)中的肿瘤转录组学研究特定微生物的存在、基因表达和肿瘤免疫浸润,并将其与总生存期(OS)联系起来。TCGA中HNSCC肿瘤的RNA测序(RNAseq)通过肿瘤和免疫细胞外源序列(exotic)管道进行处理,以识别和量化低丰度微生物。乳头瘤病毒科病毒的检测评估了 HPV 状态。所有统计分析均使用 R 进行。共分析了来自 TCGA 的 499 份 RNAseq 样本。在111个样本(22%)中检测到了HPV,最常见的是Alphapapillomavirus 9(90.1%)。Alphapapillomavirus 9的存在与OS改善相关[HR = 0.60 (95%CI: 0.40-0.89, p = .01)]。在其他微生物中,耶尔森氏菌假结核与最差的存活率相关(HR = 3.88;p = .008),而病毒假单胞菌的存活率最高(HR = 0.05;p = .036)。在HPV-肿瘤中发现较多的微生物种类包括几种革兰氏阴性厌氧菌。HPV-肿瘤中的M0含量明显更高(p p = .035),而HPV+肿瘤中的T调节细胞含量更高(p p = .035)。
Comparative analysis of the tumor microbiome, molecular profiles, and immune cell abundances by HPV status in mucosal head and neck cancers and their impact on survival.
Head and Neck Squamous Cell Carcinoma (HNSCC) comprises a diverse group of tumors with variable treatment response and prognosis. The tumor microenvironment (TME), which includes microbiome and immune cells, can impact outcomes. Here, we sought to relate the presence of specific microbes, gene expression, and tumor immune infiltration using tumor transcriptomics from The Cancer Genome Atlas (TCGA) and associate these with overall survival (OS). RNA sequencing (RNAseq) from HNSCC tumors in TCGA was processed through the exogenous sequences in tumors and immune cells (exotic) pipeline to identify and quantify low-abundance microbes. The detection of the Papillomaviridae family of viruses assessed HPV status. All statistical analyses were performed using R. A total of 499 RNAseq samples from TCGA were analyzed. HPV was detected in 111 samples (22%), most commonly Alphapapillomavirus 9 (90.1%). The presence of Alphapapillomavirus 9 was associated with improved OS [HR = 0.60 (95%CI: 0.40-0.89, p = .01)]. Among other microbes, Yersinia pseudotuberculosis was associated with the worst survival (HR = 3.88; p = .008), while Pseudomonas viridiflava had the best survival (HR = 0.05; p = .036). Microbial species found more abundant in HPV- tumors included several gram-negative anaerobes. HPV- tumors had a significantly higher abundance of M0 (p < .001) and M2 macrophages (p = .035), while HPV+ tumors had more T regulatory cells (p < .001) and CD8+ T-cells (p < .001). We identified microbes in HNSCC tumor samples significantly associated with survival. A greater abundance of certain anaerobic microbes was seen in HPV tumors and pro-tumorigenic macrophages. These findings suggest that TME can be used to predict patient outcomes and may help identify mechanisms of resistance to systemic therapies.
期刊介绍:
Cancer, the second leading cause of death, is a heterogenous group of over 100 diseases. Cancer is characterized by disordered and deregulated cellular and stromal proliferation accompanied by reduced cell death with the ability to survive under stresses of nutrient and growth factor deprivation, hypoxia, and loss of cell-to-cell contacts. At the molecular level, cancer is a genetic disease that develops due to the accumulation of mutations over time in somatic cells. The phenotype includes genomic instability and chromosomal aneuploidy that allows for acceleration of genetic change. Malignant transformation and tumor progression of any cell requires immortalization, loss of checkpoint control, deregulation of growth, and survival. A tremendous amount has been learned about the numerous cellular and molecular genetic changes and the host-tumor interactions that accompany tumor development and progression. It is the goal of the field of Molecular Oncology to use this knowledge to understand cancer pathogenesis and drug action, as well as to develop more effective diagnostic and therapeutic strategies for cancer. This includes preventative strategies as well as approaches to treat metastases. With the availability of the human genome sequence and genomic and proteomic approaches, a wealth of tools and resources are generating even more information. The challenge will be to make biological sense out of the information, to develop appropriate models and hypotheses and to translate information for the clinicians and the benefit of their patients. Cancer Biology & Therapy aims to publish original research on the molecular basis of cancer, including articles with translational relevance to diagnosis or therapy. We will include timely reviews covering the broad scope of the journal. The journal will also publish op-ed pieces and meeting reports of interest. The goal is to foster communication and rapid exchange of information through timely publication of important results using traditional as well as electronic formats. The journal and the outstanding Editorial Board will strive to maintain the highest standards for excellence in all activities to generate a valuable resource.