Department of Gastroenterology, Hepatology and Clinical Oncology, Centre of Postgraduate Medical Education, 02-781 Warsaw, Poland.
Department of Genetics, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland.
Int J Mol Sci. 2024 Jul 23;25(15):8026. doi: 10.3390/ijms25158026.
The key association between gut dysbiosis and cancer is already known. Here, we used whole-genome shotgun sequencing (WGS) and gas chromatography/mass spectrometry (GC/MS) to conduct metagenomic and metabolomic analyses to identify common and distinct taxonomic configurations among 40, 45, 71, 34, 50, 60, and 40 patients with colorectal cancer, stomach cancer, breast cancer, lung cancer, melanoma, lymphoid neoplasms and acute myeloid leukemia (AML), respectively, and compared the data with those from sex- and age-matched healthy controls (HC). α-diversity differed only between the lymphoid neoplasm and AML groups and their respective HC, while β-diversity differed between all groups and their HC. Of 203 unique species, 179 and 24 were under- and over-represented, respectively, in the case groups compared with HC. Of these, was under-represented in each of the seven groups studied, was under-represented in all but the stomach cancer group, and 22 species were under-represented in the remaining five case groups. There was a marked reduction in the gut microbiome cancer index in all case groups except the AML group. Of the short-chain fatty acids and amino acids tested, the relative concentration of formic acid was significantly higher in each of the case groups than in HC, and the abundance of seven species of correlated negatively with most amino acids and formic acid, and positively with the levels of acetic, propanoic, and butanoic acid. We found more differences than similarities between the studied malignancy groups, with large variations in diversity, taxonomic/metabolomic profiles, and functional assignments. While the results obtained may demonstrate trends rather than objective differences that correlate with different types of malignancy, the newly developed gut microbiota cancer index did distinguish most of the cancer cases from HC. We believe that these data are a promising step forward in the search for new diagnostic and predictive tests to assess intestinal dysbiosis among cancer patients.
肠道菌群失调与癌症之间的关键关联已经众所周知。在这里,我们使用全基因组鸟枪法测序(WGS)和气相色谱/质谱(GC/MS)进行宏基因组和代谢组学分析,以确定 40 例结直肠癌、45 例胃癌、71 例乳腺癌、34 例肺癌、50 例黑色素瘤、60 例淋巴肿瘤和 40 例急性髓系白血病(AML)患者以及相应的性别和年龄匹配的健康对照(HC)之间常见和独特的分类结构。α多样性仅在淋巴肿瘤和 AML 组与其各自的 HC 之间存在差异,而β多样性在所有组及其 HC 之间存在差异。在 203 个独特物种中,与 HC 相比,病例组中分别有 179 个和 24 个物种被低估和高估。其中,在研究的七个组中,每个组都被低估,除了胃癌组,被低估,22 个物种在其余五个病例组中被低估。除了 AML 组之外,所有病例组的肠道微生物癌症指数都明显降低。在所测试的短链脂肪酸和氨基酸中,除 AML 组外,每个病例组的甲酸相对浓度均明显升高,七种的丰度与大多数氨基酸和甲酸呈负相关,与乙酸、丙酸和丁酸的水平呈正相关。我们发现研究的恶性肿瘤组之间的差异多于相似之处,多样性、分类/代谢组学特征和功能分配存在很大差异。虽然所获得的结果可能表明存在趋势而不是与不同类型的恶性肿瘤相关的客观差异,但新开发的肠道微生物组癌症指数确实可以将大多数癌症病例与 HC 区分开来。我们相信,这些数据是朝着寻找新的诊断和预测测试以评估癌症患者肠道菌群失调迈出的有希望的一步。