Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, UC San Diego School of Medicine, San Diego, CA 92093, USA.
Research Service, VA San Diego Healthcare System, San Diego, CA 92161, USA.
Int J Mol Sci. 2023 Feb 5;24(4):3148. doi: 10.3390/ijms24043148.
Papillary Thyroid Carcinoma (PTC) is characterized by unique tumor morphology, treatment response, and patient outcomes according to subtype and gender. While previous studies have implicated the intratumor bacterial microbiome in the incidence and progression of PTC, few studies have investigated the potential role of fungal and archaeal species in oncogenesis. In this study, we aimed to characterize the intratumor mycobiome and archaeometry in PTC with respect to its three primary subtypes: Classical (CPTC), Follicular Variant (FVPTC), and Tall Cell (TCPTC), and also with respect to gender. RNA-sequencing data were downloaded from The Cancer Genome Atlas (TCGA), including 453 primary tumor tissue samples and 54 adjacent solid tissue normal samples. The PathoScope 2.0 framework was used to extract fungal and archaeal microbial read counts from raw RNA-sequencing data. Overall, we found that the intratumor mycobiome and archaeometry share significant similarities in CPTC, FVPTC, and TCPTC, although most dysregulated species in CPTC are underabundant compared to normal. Furthermore, differences between the mycobiome and archaeometry were more significant between males and females, with a disproportionate number of fungal species overabundant in female tumor samples. Additionally, the expression of oncogenic PTC pathways was distinct across CPTC, FVPTC, and TCPTC, indicating that these microbes may uniquely contribute to PTC pathogenesis in each subtype. Furthermore, differences in the expression of these pathways were observed between males and females. Finally, we found a specific panel of fungi to be dysregulated in BRAF V600E-positive tumors. This study demonstrates the potential importance of microbial species to PTC incidence and oncogenesis.
甲状腺乳头状癌(PTC)根据亚型和性别表现出独特的肿瘤形态、治疗反应和患者预后。虽然先前的研究已经表明肿瘤内细菌微生物组与 PTC 的发生和进展有关,但很少有研究调查真菌和古菌物种在肿瘤发生中的潜在作用。在这项研究中,我们旨在描述 PTC 中的肿瘤内真菌组和古菌组,具体分为三种主要亚型:经典型(CPTC)、滤泡型变体(FVPTC)和高细胞型(TCPTC),并进一步按照性别进行分类。我们从癌症基因组图谱(TCGA)下载了 RNA 测序数据,包括 453 个原发性肿瘤组织样本和 54 个相邻的固体组织正常样本。我们使用 PathoScope 2.0 框架从原始 RNA 测序数据中提取真菌和古菌微生物的读数计数。总的来说,我们发现 CPTC、FVPTC 和 TCPTC 中的肿瘤内真菌组和古菌组具有显著的相似性,尽管 CPTC 中大多数失调的物种与正常组织相比丰度较低。此外,男性和女性之间的真菌组和古菌组之间的差异更为显著,女性肿瘤样本中真菌物种的丰度不成比例地增加。此外,CPTC、FVPTC 和 TCPTC 中与肿瘤发生相关的 PTC 通路的表达也存在明显差异,表明这些微生物可能在每种亚型的 PTC 发病机制中具有独特的贡献。此外,这些通路的表达在男性和女性之间也存在差异。最后,我们发现 BRAF V600E 阳性肿瘤中存在特定的真菌失调。这项研究表明了微生物物种对 PTC 发病机制和肿瘤发生的潜在重要性。