Department of Hematology, The Second Affiliated Hospital of Nanchang University, Nanchang, China.
Department of Hematology, First Affiliated Hospital of Gannan Medical University, Ganzhou, China.
Cancer Med. 2023 Aug;12(15):16431-16443. doi: 10.1002/cam4.6283. Epub 2023 Jul 6.
The aim of this study is to investigate the profiles of gut microbiota and metabolites in acute myelocytic leukemia (AML) patients treated with/without chemotherapy.
Herein, high-throughput 16S rRNA gene sequencing was performed to analysis gut microbiota profiles, and liquid chromatography and mass spectrometry were performed to analysis metabolites profiles. The correlation between gut microbiota biomarkers identified by LEfSe and differentially expressed metabolites were determined by spearman association analysis.
The results showed the distinguished gut microbiota and metabolites profiles between AML patients and control individuals or AML patients treated with chemotherapy. Compared to normal populations, the ratio of Firmicutes to Bacteroidetes was increased at the phylum level than that in AML patients, and LEfSe analysis identified Collinsella and Coriobacteriaceae as biomarkers of AML patients. Differential metabolite analysis indicated that, compared to AML patients, numerous differential amino acids and analogs could be observed in control individuals and AML patients treated with chemotherapy. Interestingly, spearman association analysis demonstrated that plenty of bacteria biomarkers shows statistical correlations with differentially expressed amino acid metabolites. In addition, we found that both Collinsella and Coriobacteriaceae demonstrate remarkable positive correlation with hydroxyprolyl-hydroxyproline, prolyl-tyrosine, and tyrosyl-proline.
In conclusion, our present study investigated the role of the gut-microbiome-metabolome axis in AML and revealed the possibility of AML treatment by gut-microbiome-metabolome axis in the further.
本研究旨在探究接受/未接受化疗的急性髓系白血病(AML)患者的肠道微生物群和代谢物特征。
本研究采用高通量 16S rRNA 基因测序分析肠道微生物群谱,采用液相色谱和质谱分析代谢物谱。通过 Spearman 关联分析确定 LEfSe 鉴定的肠道微生物群生物标志物与差异表达代谢物之间的相关性。
结果显示 AML 患者与对照组个体或接受化疗的 AML 患者之间存在明显不同的肠道微生物群和代谢物特征。与正常人群相比,厚壁菌门与拟杆菌门的比值在门水平上高于 AML 患者,LEfSe 分析鉴定出柯林斯菌科和考氏杆菌科为 AML 患者的生物标志物。差异代谢物分析表明,与 AML 患者相比,对照组个体和接受化疗的 AML 患者中可观察到大量差异氨基酸和类似物。有趣的是,Spearman 关联分析表明,许多细菌生物标志物与差异表达的氨基酸代谢物具有统计学相关性。此外,我们发现柯林斯菌科和考氏杆菌科与羟脯氨酸-羟脯氨酸、脯氨酸-酪氨酸和酪氨酸-脯氨酸均呈显著正相关。
综上所述,本研究探讨了肠道微生物群-代谢组轴在 AML 中的作用,并进一步揭示了通过肠道微生物群-代谢组轴治疗 AML 的可能性。