PO.PS01.05 · 人群科学
交通基础设施对三阴性乳腺癌诊断时分期中差异表达 miRNA 的影响
Impact of transportation infrastructure on differentially expressed miRNAs in triple negative breast cancer stages at diagnosis
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摘要 Abstract
中文摘要
目的:三阴性乳腺癌(TNBC)是一种以缺乏雌激素、孕激素和 HER2 受体为特征的乳腺癌(BC)亚型,占所有 BC 病例的 10-15%,并与不良临床结局相关。诸如居住地邻近主要交通基础设施等环境因素可能影响疾病严重程度,但证据和分子机制仍不完整。微小 RNA(miRNA)调节肿瘤生长和治疗反应,可作为肿瘤抑制因子或癌基因。在此,我们调查了 TNBC 中不同环境暴露组间的 miRNA 表达,旨在评估邻近高流量交通基础设施对 TNBC 患者临床结局的影响。
方法:共纳入 2009 至 2019 年间在路易斯安那州诊断的 434 名 TNBC 患者。临床和环境数据整合自路易斯安那州肿瘤登记处(LTR)和环境正义指数(EJI)。RPL_EBM_DOM4 是代表由邻近高流量道路、铁路和机场组成的领域的百分位排名的环境变量,被分为 4 组。TNBC 分期分类为早期或晚期。收集了所有患者的福尔马林固定石蜡包埋(FFPE)TNBC 肿瘤标本。使用高通量测序对 miRNA 表达进行分析,并通过 TMM 方法进行标准化。使用 edgeR 识别差异表达(DE)miRNA,并校正批次效应。使用维恩图可视化 TNBC 分期和 RPL_EBM_DOM4 之间共享的 DE miRNA。所有分析均使用 R.4.5.0 进行。统计学显著性以 p<0.05 为准。
结果:晚期 TNBC 患者居住地更靠近主要交通基础设施。RPL_EBM_DOM4 与 TNBC 分期之间存在统计学显著关联(p=0.005657),表明对交通基础设施的环境暴露可能增加晚期 TNBC 的风险。共识别出 196 个与邻近高流量交通基础设施相关的差异表达 miRNA,以及 69 个与 TNBC 分期相关的 miRNA。其中,32 个 miRNA 在 RPL_EBM_DOM4 和 TNBC 分期中均共同差异表达。
结论:我们的研究识别出可能介导环境暴露对 TNBC 进展影响的 miRNA。共享 DE miRNA 的发现为理解 TNBC 潜在的分子机制提供了见解,并提示了针对受环境影响的癌症结局量身定制的干预和预防策略的潜在靶点。通过纳入更多 TNBC 相关结局(如患者生存)和其他环境风险因素的进一步研究,可能获得对 TNBC 更全面的理解,并提供实现公平医疗的策略。
查看英文原文 English abstract
Purpose: Triple negative breast cancer (TNBC) is a subtype of breast cancer (BC) characterized by the absence of estrogen, progesterone, and HER2 receptors, accounts for 10-15% of all BC cases, and is associated with poor clinical outcomes. Environmental factors such as residential proximity to major transportation infrastructure may influnce disease severity, yet evidence and molecular mechanism remain fragmented. MicroRNAs (miRNAs) regulate tumor growth and treatment response, acting as either tumor suppressors or oncogenes. Here, we investigated miRNA expression across varying environmental exposure groups in TNBC, aiming to evaluate the impact of proximity to high volumes of transportation infrastructure on clinical outcomes in TNBC patients.
Methods: Total 434 TNBC patients diagnosed between 2009 and 2019 in Louisiana were included. Clinical and environmental data were integrated from Louisiana Tumor Registry (LTR) and Environmental Justice Index (EJI). RPL_EBM_DOM4 is the environmental variable representing the percentile rank of domain consisting of proximity to high volume roads, railways, and airports, and is categorized into 4 groups. TNBC stages were categorized as early or advanced. All of their Formalin-Fixed, Paraffin-Embedded (FFPE) TNBC tumor specimens were collected. MiRNA expression was profiled using high-throughput sequencing and normalized via the TMM method. Differentially expressed (DE) miRNAs were identified using edgeR, adjusting for plate effects. Shared DE miRNAs across TNBC stage and RPL_EBM_DOM4 were visualized using a Venn Diagram. All the analysis were performed using R.4.5.0. Statistical significance was considered as p<0.05.
Results: Advanced TNBC patients resided closer to major transportation infrastructure. There was a statistically significant association between RPL_EBM_DOM4 and TNBC stages (p=0.005657), indicating that environmental exposure to transportation infrastructure may increase the risk of advanced TNBC. A total of 196 miRNAs were identified as differentially expressed in relation to proximity to high-volume transportation infrastructure, and 69 miRNAs were associated with TNBC stage. Of these, 32 miRNAs were commonly differentially expressed across both RPL_EBM_DOM4 and TNBC stage.
Conclusion: Our study identified miRNAs potentially mediating the influence of environmental exposures on TNBC progression. The discovery of shared DE miRNAs offers insights into the molecular mechanisms underlying TNBC and suggests potential targets for intervention and prevention strategies tailored to environmentally influenced cancer outcomes. Futher studies by incorporating additional TNBC-related outcomes (such as patient survival) and other environmental risk factors may gain more comprehensive understanding of TNBC and provide strategies for equitable healthcare.
利益披露 Disclosure
N. Xiang, None..
A. Bam, None..
N. Rizvi, None..
M. Celestin, None..
T. Bryant, None..
T. Tseng, None..
B. Mao, None..
X. Wu, None..
Q. Yu, None.