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采用宏基因组测序分析胰腺导管腺癌和自身免疫性胰腺炎患者的粪便微生物群。

The fecal microbiota of patients with pancreatic ductal adenocarcinoma and autoimmune pancreatitis characterized by metagenomic sequencing.

机构信息

School of Medicine, Nankai University, Tianjin, 300190, China.

Micriobiota Division, Department of Gastroenterology and Hepatology, The First Medical Center, Chinese PLA General Hospital, Beijing, 100853, China.

出版信息

J Transl Med. 2021 May 18;19(1):215. doi: 10.1186/s12967-021-02882-7.

Abstract

BACKGROUND

The fecal microbiota in pancreatic ductal adenocarcinoma (PDAC) and in autoimmune pancreatitis (AIP) patients remains largely unknown. We aimed to characterize the fecal microbiota in patients with PDAC and AIP, and explore the possibility of fecal microbial biomarkers for distinguishing PDAC and AIP.

METHODS

32 patients with PDAC, 32 patients with AIP and 32 age- and sex-matched healthy controls (HC) were recruited and the fecal microbiotas were analyzed through high-throughput metagenomic sequencing. Alterations of fecal short-chain fatty acids were measured using gas chromatographic method.

RESULTS

Principal coordinate analysis (PCoA) revealed that microbial compositions differed significantly between PDAC and HC samples; whereas, AIP and HC individuals tended to cluster together. Significant reduction of phylum Firmicutes (especially butyrate-producing bacteria, including Eubacterium rectale, Faecalibacterium prausnitzii and Roseburia intestinalis) and significant increase of phylum Proteobacteria (especially Gammaproteobacteria) were observed only among PDAC samples. At species level, when compared with HC samples, we revealed 24 and 12 differently enriched bacteria in PDAC and AIP, respectively. Functional analysis showed a depletion of short-chain fatty acids synthesis associated KO modules (e.g. Wood-Ljungdahl pathway) and an increase of KO modules associated with bacterial virulence (e.g. type II general secretion pathway). Consistent with the downregulation of butyrate-producing bacteria, gas chromatographic analysis showed fecal butyrate content was significantly decreased in PDAC group. Eubacterium rectale, Eubacterium ventrisum and Odoribacter splanchnicus were among the most important biomarkers in distinguishing PDAC from HC and from AIP individuals. Receiver Operating Characteristic analysis showed areas under the curve of 90.74% (95% confidence interval [CI] 86.47-100%), 88.89% (95% CI 73.49-100%), and 76.54% (95% CI 52.5-100%) for PDAC/HC, PDAC/AIP and AIP/HC, respectively.

CONCLUSIONS

In conclusion, alterations in fecal microbiota and butyrate of patients with PDAC suggest an underlying role of gut microbiota for the pathogenesis of PDAC. Fecal microbial and butyrate as potential biomarkers may facilitate to distinguish patients with PDAC from patients with AIP and HCs which worth further validation.

摘要

背景

胰腺导管腺癌(PDAC)和自身免疫性胰腺炎(AIP)患者的粪便微生物群仍知之甚少。我们旨在描述 PDAC 和 AIP 患者的粪便微生物群,并探索粪便微生物生物标志物用于区分 PDAC 和 AIP 的可能性。

方法

招募了 32 名 PDAC 患者、32 名 AIP 患者和 32 名年龄和性别匹配的健康对照者(HC),并通过高通量宏基因组测序分析粪便微生物群。使用气相色谱法测量粪便短链脂肪酸的变化。

结果

主坐标分析(PCoA)显示 PDAC 和 HC 样本之间的微生物组成差异显著;而 AIP 和 HC 个体倾向于聚集在一起。在 PDAC 样本中,厚壁菌门(尤其是丁酸产生菌,包括直肠真杆菌、普拉梭菌和肠道罗斯伯里菌)显著减少,变形菌门(尤其是γ-变形菌)显著增加。在物种水平上,与 HC 样本相比,我们分别在 PDAC 和 AIP 中发现了 24 种和 12 种富集细菌。功能分析显示短链脂肪酸合成相关 KO 模块(例如 Wood-Ljungdahl 途径)减少,与细菌毒力相关的 KO 模块(例如 II 型一般分泌途径)增加。与丁酸产生菌的下调一致,气相色谱分析显示 PDAC 组粪便丁酸含量显著降低。直肠真杆菌、肠内埃希氏菌和肠道恶臭杆菌是区分 PDAC 与 HC 和 AIP 个体的最重要生物标志物之一。受试者工作特征分析显示,PDAC/HC、PDAC/AIP 和 AIP/HC 的曲线下面积分别为 90.74%(95%置信区间 [CI] 86.47-100%)、88.89%(95% CI 73.49-100%)和 76.54%(95% CI 52.5-100%)。

结论

总之,PDAC 患者粪便微生物群和丁酸的改变表明肠道微生物群在 PDAC 的发病机制中起潜在作用。粪便微生物群和丁酸作为潜在的生物标志物可能有助于区分 PDAC 患者与 AIP 和 HC 患者,值得进一步验证。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/06a9/8130326/69c0fd414392/12967_2021_2882_Fig1_HTML.jpg

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