Wu Rongrong, Yu Irene, Tokumaru Yoshihisa, Asaoka Mariko, Oshi Masanori, Yan Li, Okuda Shujiro, Ishikawa Takashi, Takabe Kazuaki
Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center Buffalo, New York 14263, USA.
Department of Breast Surgery and Oncology, Tokyo Medical University Tokyo 160-8402, Japan.
Am J Cancer Res. 2022 Nov 15;12(11):5271-5285. eCollection 2022.
Bile acids are metabolized by the gut microbiome and are involved in fat absorption. Contrary to their carcinogenic role in gastrointestinal cancers, bile acids have been reported to inhibit cancer cell proliferation in breast cancer. The microbiome of breast cancer tissues may also influence cancer proliferation. We hypothesized that bile acid metabolism reflects its accumulation and is associated with certain microbiomes, breast cancer biology, and patient survival. Transcriptomic and clinicopathological information of a total of 6050 patients in three large open primary breast cancer cohorts (GSE96058, METABRIC, TCGA) and 16S rRNA gene sequence microbiome data of breast cancer tissues in TCGA were analyzed by high and low bile acid metabolism scores calculated by gene set variation analysis (GSVA). Breast cancers with high bile acid metabolism had a significantly improved survival across all three cohorts. Metabolic pathways related to the production and regulation of bile acids were consistently enriched in high bile acid metabolism groups across all cohorts. On the other hand, the low bile acid metabolism group was associated with higher Ki67 expression and Nottingham histological grade, as well as enrichment of cell proliferation-related gene sets. Intratumoral heterogeneity, homologous recombination deficiency, mutational load, activation of cancer immunity, and infiltration of anticancer immune cells were also higher in this group. and were significantly more abundant in the high bile acid metabolism group compared to and in the low metabolism group. Surprisingly, almost all Hallmark cell proliferation-associated gene sets were highly enriched in all three microorganisms that were abundant in the low bile acid metabolism group. In conclusion, microorganisms abundant in the breast tumor microenvironment with low bile acid metabolism are associated with aggressive cancer biology, including increased cell proliferation and poor survival.
胆汁酸由肠道微生物群代谢,并参与脂肪吸收。与它们在胃肠道癌症中的致癌作用相反,据报道胆汁酸可抑制乳腺癌细胞的增殖。乳腺癌组织中的微生物群也可能影响癌症的增殖。我们假设胆汁酸代谢反映了其积累情况,并与某些微生物群、乳腺癌生物学特性及患者生存率相关。通过基因集变异分析(GSVA)计算的高、低胆汁酸代谢评分,对三个大型开放性原发性乳腺癌队列(GSE96058、METABRIC、TCGA)中总共6050名患者的转录组和临床病理信息以及TCGA中乳腺癌组织的16S rRNA基因序列微生物群数据进行了分析。胆汁酸代谢高的乳腺癌在所有三个队列中的生存率均有显著提高。在所有队列中,与胆汁酸产生和调节相关的代谢途径在高胆汁酸代谢组中持续富集。另一方面,低胆汁酸代谢组与较高的Ki6