Translational Cancer and Immunity Center (TCIC), Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation (QF), Doha, Qatar.
Department of Laboratory Medicine and Pathology (DLMP), Hamad Medical Corporation (HMC), Doha, Qatar.
Cell Death Dis. 2023 Jul 12;14(7):415. doi: 10.1038/s41419-023-05908-8.
Previous studies have suggested that breast cancer (BC) from the Middle East and North Africa (MENA) is presented at younger age with advanced tumor stage, indicating underlying biological differences. Given the scant transcriptomic data on BC from the MENA region and to better understand the biology of this disease, we performed mRNA and microRNA (miRNA) transcriptomic profiling on a local cohort of BC (n = 96) from Qatar. Our data revealed the differentially expressed genes and miRNAs as function of BC molecular subtypes (HR, HER2, HER2HR, and TNBC), tumor grade (GIII vs GI-II), patients' age (young (≤40) vs old (>40)), and ethnicity (MENA vs non-MENA). Our profiling data revealed close similarity between TNBC and HER2, while the transcriptome of HER2HR tumor was resemblant of that from HR tumors. Network analysis identified complex miRNA-mRNA regulatory networks in each BC molecular subtype, in high vs low grade tumors, in tumors from young vs old patients, and in tumors from MENA vs non-MENA, thus implicating miRNA-mediated gene regulation as an essential mechanism in shaping the transcriptome of BC. Integration of our transcriptomic data with CRISPR-Cas9 functional screen data and the OncoKB database identified numerous dependencies and therapeutic vulnerabilities in each BC molecular subtype, while CDC123 was functionally validated as potential therapeutic target for TNBC. Cox regression survival analyses identified mRNA and miRNA-based signatures predicative of worse and better relapse free survival (RFS), which were validated in larger BC cohorts. Our data provides comprehensive transcriptomic profiling and unraveled the miRNA-mRNA regulatory networks in BC patients from the region and identified novel actionable gene targets, employing integrated approach. Findings from the current study have potential implications to improve the current standard-of-care for BC from the MENA as well as patients from other ethnicities.
先前的研究表明,中东和北非(MENA)地区的乳腺癌(BC)发病年龄更早,肿瘤分期更晚,这表明存在潜在的生物学差异。鉴于该地区关于 BC 的转录组数据很少,为了更好地了解这种疾病的生物学特性,我们对来自卡塔尔的当地 BC 队列(n=96)进行了 mRNA 和 microRNA(miRNA)转录组谱分析。我们的数据揭示了与 BC 分子亚型(HR、HER2、HER2HR 和 TNBC)、肿瘤分级(GIII 与 GI-II)、患者年龄(年轻(≤40)与年老(>40))和种族(MENA 与非 MENA)相关的差异表达基因和 miRNA。我们的分析结果表明,TNBC 与 HER2 非常相似,而 HER2HR 肿瘤的转录组与 HR 肿瘤的转录组相似。网络分析确定了每个 BC 分子亚型、高分级与低分级肿瘤、年轻患者与年老患者肿瘤、MENA 患者与非 MENA 患者肿瘤中复杂的 miRNA-mRNA 调控网络,表明 miRNA 介导的基因调控是塑造 BC 转录组的重要机制。将我们的转录组数据与 CRISPR-Cas9 功能筛选数据和 OncoKB 数据库进行整合,确定了每个 BC 分子亚型中的许多依赖性和治疗弱点,同时功能性验证了 CDC123 是 TNBC 的潜在治疗靶点。Cox 回归生存分析确定了预测无复发生存(RFS)较差和较好的 mRNA 和 miRNA 标志物,这些标志物在更大的 BC 队列中得到了验证。我们的数据提供了全面的转录组谱分析,并揭示了该地区 BC 患者的 miRNA-mRNA 调控网络,同时确定了新的可操作的基因靶点,采用了综合方法。本研究的结果可能对改善 MENA 地区以及其他种族的 BC 患者的现有治疗标准具有重要意义。