Smith Alana, Cao Xueyuan, Gu Qingqing, Kubi Amos-Abanyie Ernestine, Tolley Elizabeth A, Vidal Gregory, Lyn-Cook Beverly, Starlard-Davenport Athena
Department of Genetics, Genomics and Informatics, College of Medicine, University of Tennessee Health Science Center, Memphis, TN 38163, USA.
Department of Health Promotion and Disease Prevention, College of Nursing, University of Tennessee Health Science Center, Memphis, TN 38163, USA.
Cancers (Basel). 2022 Aug 23;14(17):4075. doi: 10.3390/cancers14174075.
Triple-negative breast cancer (TNBC) is an aggressive form of breast cancer that is non-responsive to hormonal therapies and disproportionately impact women of African ancestry. We previously showed that TN breast tumors have a distinct microbial signature that differs from less aggressive breast tumor subtypes and normal breast tissues. However, it is unknown whether these differences in breast tumor microbiota may be driven by alterations in microbial metabolites, leading to potentially protective or pathogenic consequences. The goal of this global metabolomic profiling study was to investigate alterations in microbial metabolism pathways in normal and breast tumor tissues, including TNBC, of non-Hispanic black (NHB) and non-Hispanic white (NHW) women. In this study, we profiled the microbiome (16S rRNA) from breast tumor tissues and analyzed 984 metabolites from a total of 51 NHB and NHW women. Breast tumor tissues were collected from 15 patients with TNBC, 12 patients with less aggressive luminal A-type (Luminal) breast cancer, and 24 healthy controls for comparison using UHPLC-tandem mass spectrometry. Principal component analysis and hierarchical clustering of the global metabolomic profiling data revealed separation between metabolic signatures of normal and breast tumor tissues. Random forest analysis revealed a unique biochemical signature associated with elevated lipid metabolites and lower levels of microbial-derived metabolites important in controlling inflammation and immune responses in breast tumor tissues. Significant relationships between the breast microbiome and the metabolome, particularly lipid metabolism, were observed in TNBC tissues. Further investigations to determine whether alterations in sphingolipid, phospholipid, ceramide, amino acid, and energy metabolism pathways modulate and abundance and composition to alter host metabolism in TNBC are necessary to help us understand the risk and underlying mechanisms and to identify potential microbial-based targets.
三阴性乳腺癌(TNBC)是一种侵袭性乳腺癌,对激素疗法无反应,且对非洲裔女性的影响尤为严重。我们之前表明,TN乳腺肿瘤具有独特的微生物特征,与侵袭性较低的乳腺肿瘤亚型和正常乳腺组织不同。然而,尚不清楚乳腺肿瘤微生物群的这些差异是否可能由微生物代谢产物的改变所驱动,从而导致潜在的保护或致病后果。这项全球代谢组学分析研究的目的是调查非西班牙裔黑人(NHB)和非西班牙裔白人(NHW)女性正常和乳腺肿瘤组织(包括TNBC)中微生物代谢途径的改变。在本研究中,我们对乳腺肿瘤组织的微生物群(16S rRNA)进行了分析,并对总共51名NHB和NHW女性的984种代谢产物进行了分析。从15例TNBC患者、12例侵袭性较低的管腔A型(Luminal)乳腺癌患者和24例健康对照者中收集乳腺肿瘤组织,使用超高效液相色谱-串联质谱进行比较。全球代谢组学分析数据的主成分分析和层次聚类显示正常和乳腺肿瘤组织的代谢特征之间存在分离。随机森林分析揭示了一种独特的生化特征,与乳腺肿瘤组织中脂质代谢产物升高以及对控制炎症和免疫反应重要的微生物衍生代谢产物水平降低有关。在TNBC组织中观察到乳腺微生物群与代谢组之间存在显著关系,特别是脂质代谢。有必要进一步研究鞘脂、磷脂、神经酰胺、氨基酸和能量代谢途径的改变是否调节TNBC中的微生物丰度和组成,以改变宿主代谢,这有助于我们了解风险和潜在机制,并识别潜在的基于微生物的靶点。