Mougeot Jean-Luc C, Beckman Micaela F, Langdon Holden C, Lalla Rajesh V, Brennan Michael T, Bahrani Mougeot Farah K
Carolinas Medical Center-Atrium Health, Charlotte, NC, United States.
Section of Oral Medicine-University of Connecticut Health, Farmington, CT, United States.
Front Microbiol. 2022 Jan 18;12:794546. doi: 10.3389/fmicb.2021.794546. eCollection 2021.
Human papillomavirus (HPV) is a known etiological factor of oropharyngeal head and neck cancer (HNC). HPV positivity and periodontal disease have been associated with higher HNC risk, suggesting a role for oral bacterial species. Our objective was to determine oral microbiome profiles in HNC patients (HPV-positive and HPV-negative) and in healthy controls (HC).
Saliva samples and swabs of buccal mucosa, supragingival plaque, and tongue were collected from HNC patients ( = 23 patients, = 92 samples) before cancer therapy. Next-generation sequencing (16S-rRNA gene V3-V4 region) was used to determine bacterial taxa relative abundance (RA). β-Diversities of HNC HPV+ ( = 16 patients, = 64 samples) and HNC HPV- ( = 7 patients, = 28 samples) groups were compared using PERMANOVA (pMonte Carlo < 0.05). LEfSe discriminant analysis was performed to identify differentiating taxa (Log LDA > 2.0). RA differences were analyzed by Mann-Whitney -test (α = 0.05). CombiROC program was used to determine multi-marker bacterial signatures. The Microbial Interaction Network Database (MIND) and LitSuggest online tools were used for complementary analyses.
HNC vs. HC and HNC HPV+ vs. HNC HPV- β-diversities differed significantly (pMonte Carlo < 0.05). was the most abundant genus for HNC and HC groups, while and were the most abundant species in HNC and HC patients, respectively, regardless of antibiotics treatment. LEfSe analysis identified 43 and 44 distinctive species for HNC HPV+ and HNC HPV- groups, respectively. In HNC HPV+ group, 26 periodontal disease-associated species identified by LefSe had a higher average RA compared to HNC HPV- group. The significant species included , , , , and spp. (Mann-Whitney -test, < 0.05). Of 43 LEfSe-identified species in HPV+ group, 31 had a higher RA compared to HPV- group (Mann-Whitney -test, < 0.05). MIND analysis confirmed interactions between and spp., representing a multi-marker signature per CombiROC analysis [area under the curve (AUC) > 0.9]. LitSuggest correctly classified 15 articles relevant to oral microbiome and HPV status.
Oral microbiome profiles of HNC HPV+ and HNC HPV- patients differed significantly regarding periodontal-associated species. Our results suggest that oral bacterial species (e.g., spp.), possessing unique niches and invasive properties, coexist with HPV within HPV-induced oral lesions in HNC patients. Further investigation into host-microbe interactions in HPV-positive HNC patients may shed light into cancer development.
人乳头瘤病毒(HPV)是口咽头颈癌(HNC)已知的病因。HPV阳性与牙周病均与较高的HNC风险相关,提示口腔细菌种类可能发挥了作用。我们的目的是确定HNC患者(HPV阳性和HPV阴性)及健康对照(HC)的口腔微生物群特征。
在癌症治疗前,从HNC患者(n = 23例患者,n = 92份样本)采集唾液样本以及颊黏膜、龈上菌斑和舌部的拭子。采用二代测序(16S - rRNA基因V3 - V4区域)来确定细菌分类群的相对丰度(RA)。使用PERMANOVA(pMonte Carlo < 0.05)比较HNC HPV +(n = 16例患者,n = 64份样本)和HNC HPV -(n = 7例患者,n = 28份样本)组的β多样性。进行线性判别分析效应大小(LEfSe)判别分析以识别差异分类群(对数线性判别分析效应大小> 2.0)。通过Mann - Whitney U检验(α = 0.05)分析RA差异。使用CombiROC程序确定多标记细菌特征。利用微生物相互作用网络数据库(MIND)和LitSuggest在线工具进行补充分析。
HNC与HC以及HNC HPV +与HNC HPV -的β多样性存在显著差异(pMonte Carlo < 0.05)。无论是否接受抗生素治疗,链球菌属都是HNC组和HC组中最丰富的属,而普氏菌属和卟啉单胞菌属分别是HNC患者和HC患者中最丰富的种。LEfSe分析分别鉴定出HNC HPV +组和HNC HPV -组有43种和44种独特的物种。在HNC HPV +组中,LefSe鉴定出的26种与牙周病相关的物种平均RA高于HNC HPV -组。显著的物种包括具核梭杆菌、牙龈卟啉单胞菌、中间普氏菌、变黑普氏菌和福赛坦氏菌(Mann - Whitney U检验,p < 0.05)。在HPV +组中LefSe鉴定出的43种物种中,31种的RA高于HPV -组(Mann - Whitney U检验,p < 0.05)。MIND分析证实了具核梭杆菌与卟啉单胞菌属之间的相互作用,根据CombiROC分析代表一个多标记特征[曲线下面积(AUC)> 0.9]。LitSuggest正确分类了15篇与口腔微生物群和HPV状态相关的文章。
HNC HPV +和HNC HPV -患者的口腔微生物群特征在牙周相关物种方面存在显著差异。我们的结果表明,具有独特生态位和侵袭特性的口腔细菌种类(如具核梭杆菌属)在HNC患者HPV诱导的口腔病变中与HPV共存。对HPV阳性HNC患者宿主 - 微生物相互作用的进一步研究可能有助于揭示癌症的发展。