Wen Yuqi, Feng Le, Wang Haorun, Zhou Hu, Li Qianqian, Zhang Wenyan, Wang Ming, Li Yeming, Luan Xingzhao, Jiang Zengliang, Chen Ligang, Zhou Jie
Department of Neurosurgery, The Affiliated Hospital of Southwest Medical University, Luzhou, China.
Sichuan Clinical Medical Research Center for Neurosurgery, Luzhou, China.
Front Microbiol. 2021 Oct 18;12:746568. doi: 10.3389/fmicb.2021.746568. eCollection 2021.
Gliomas are the most prevalent form of primary malignant brain tumor, which currently have no effective treatments. Evidence from human studies has indicated that oral microbiota is closely related to cancers; however, whether oral microbiota plays a role in glioma malignancy remains unclear. The present study aimed to investigate the association between oral microbiota and grade of glioma and examine the relationship between malignancy-related oral microbial features and the isocitrate dehydrogenase 1 (IDH1) mutation in glioma. High-grade glioma (HGG; =23) patients, low-grade glioma (LGG; =12) patients, and healthy control (HCs; =24) participants were recruited for this case-control study. Saliva samples were collected and analyzed for 16S ribosomal RNA (rRNA) sequencing. We found that the shift in oral microbiota β-diversity was associated with high-grade glioma (=0.01). The phylum Patescibacteria was inversely associated with glioma grade (LGG and HC: =0.035; HGG and HC: <0.01). The genera (LGG and HC: =0.043; HGG and HC: <0.01) and (LGG and HC: =0.044; HGG and HC: <0.01) were inversely associated with glioma grades. The genera and were significantly more positively correlated with the IDH1 mutation in gliomas when compared with the IDH1-wild-type group. We further identified five oral microbial features (, , , and ) that accurately discriminated HGG from LGG (area under the curve [AUC]: 0.63, 95% confidence interval [CI]: 0.44-0.83) and HCs (AUC: 0.79, 95% CI: 0.68-0.92). The functional prediction analysis of oral bacterial communities showed that genes involved in cell adhesion molecules (<0.001), extracellular matrix molecule-receptor interaction (<0.001), focal adhesion (<0.001), and regulation of actin cytoskeleton (<0.001) were associated with glioma grades, and some microbial gene functions involving lipid metabolism and the adenosine 5'-monophosphate-activated protein kinase signaling pathway were significantly more enriched in IDH1 mutant gliomas than compared with the IDH1-wild-type gliomas. In conclusion, our work revealed oral microbiota features and gene functions that were associated with glioma malignancy and the IDH1 mutation in glioma.
神经胶质瘤是原发性恶性脑肿瘤最常见的形式,目前尚无有效的治疗方法。来自人体研究的证据表明,口腔微生物群与癌症密切相关;然而,口腔微生物群是否在神经胶质瘤的恶性发展中起作用仍不清楚。本研究旨在调查口腔微生物群与神经胶质瘤分级之间的关联,并研究与恶性相关的口腔微生物特征与神经胶质瘤中异柠檬酸脱氢酶1(IDH1)突变之间的关系。本病例对照研究招募了高级别神经胶质瘤(HGG;n = 23)患者、低级别神经胶质瘤(LGG;n = 12)患者和健康对照(HCs;n = 24)参与者。收集唾液样本并进行16S核糖体RNA(rRNA)测序分析。我们发现口腔微生物群β多样性的变化与高级别神经胶质瘤相关(P = 0.01)。Patescibacteria门与神经胶质瘤分级呈负相关(LGG与HC:P = 0.035;HGG与HC:P < 0.01)。属(LGG与HC:P = 0.043;HGG与HC:P < 0.01)和属(LGG与HC:P = 0.044;HGG与HC:P < 0.01)与神经胶质瘤分级呈负相关。与IDH1野生型组相比,属和属与神经胶质瘤中的IDH1突变显著更呈正相关。我们进一步确定了五个口腔微生物特征(、、、和),它们能准确区分HGG与LGG(曲线下面积[AUC]:0.63,95%置信区间[CI]:0.44 - 0.83)以及与HCs(AUC:0.79,95% CI:0.68 - 0.92)。口腔细菌群落的功能预测分析表明,参与细胞粘附分子(P < 0.001)、细胞外基质分子 - 受体相互作用(P < 0.001)、粘着斑(P < 0.001)和肌动蛋白细胞骨架调节(P < 0.001)的基因与神经胶质瘤分级相关,并且与IDH1野生型神经胶质瘤相比,一些涉及脂质代谢和5'-单磷酸腺苷激活蛋白激酶信号通路的微生物基因功能在IDH1突变型神经胶质瘤中显著更丰富。总之,我们的研究揭示了与神经胶质瘤恶性发展及神经胶质瘤中IDH1突变相关的口腔微生物群特征和基因功能。