The University of Chicago, Chicago, IL, USA.
Tempus Inc, Chicago, IL, USA.
Breast Cancer Res. 2023 May 25;25(1):58. doi: 10.1186/s13058-023-01627-2.
Endocrine-resistant HR+/HER2- breast cancer (BC) and triple-negative BC (TNBC) are of interest for molecularly informed treatment due to their aggressive natures and limited treatment profiles. Patients of African Ancestry (AA) experience higher rates of TNBC and mortality than European Ancestry (EA) patients, despite lower overall BC incidence. Here, we compare the molecular landscapes of AA and EA patients with HR+/HER2- BC and TNBC in a real-world cohort to promote equity in precision oncology by illuminating the heterogeneity of potentially druggable genomic and transcriptomic pathways.
De-identified records from patients with TNBC or HR+/HER2- BC in the Tempus Database were randomly selected (N = 5000), with most having stage IV disease. Mutations, gene expression, and transcriptional signatures were evaluated from next-generation sequencing data. Genetic ancestry was estimated from DNA-seq. Differences in mutational prevalence, gene expression, and transcriptional signatures between AA and EA were compared. EA patients were used as the reference population for log fold-changes (logFC) in expression.
After applying inclusion criteria, 3433 samples were evaluated (n = 623 AA and n = 2810 EA). Observed patterns of dysregulated pathways demonstrated significant heterogeneity among the two groups. Notably, PIK3CA mutations were significantly lower in AA HR+/HER2- tumors (AA = 34% vs. EA = 42%, P < 0.05) and the overall cohort (AA = 28% vs. EA = 37%, P = 2.08e-05). Conversely, KMT2C mutation was significantly more frequent in AA than EA TNBC (23% vs. 12%, P < 0.05) and HR+/HER2- (24% vs. 15%, P = 3e-03) tumors. Across all subtypes and stages, over 8000 genes were differentially expressed between the two ancestral groups including RPL10 (logFC = 2.26, P = 1.70e-162), HSPA1A (logFC = - 2.73, P = 2.43e-49), ATRX (logFC = - 1.93, P = 5.89e-83), and NUTM2F (logFC = 2.28, P = 3.22e-196). Ten differentially expressed gene sets were identified among stage IV HR+/HER2- tumors, of which four were considered relevant to BC treatment and were significantly enriched in EA: ERBB2_UP.V1_UP (P = 3.95e-06), LTE2_UP.V1_UP (P = 2.90e-05), HALLMARK_FATTY_ACID_METABOLISM (P = 0.0073), and HALLMARK_ANDROGEN_RESPONSE (P = 0.0074).
We observed significant differences in mutational spectra, gene expression, and relevant transcriptional signatures between patients with genetically determined African and European ancestries, particularly within the HR+/HER2- BC and TNBC subtypes. These findings could guide future development of treatment strategies by providing opportunities for biomarker-informed research and, ultimately, clinical decisions for precision oncology care in diverse populations.
由于其侵袭性和有限的治疗方案,内分泌耐药的 HR+/HER2- 乳腺癌(BC)和三阴性乳腺癌(TNBC)是分子信息治疗的关注点。非裔美国人(AA)患者的 TNBC 和死亡率高于欧洲裔美国人(EA)患者,尽管整体 BC 发病率较低。在这里,我们在真实世界的队列中比较了 AA 和 EA 患者 HR+/HER2- BC 和 TNBC 的分子图谱,以通过阐明潜在可用药基因组和转录组途径的异质性,促进精准肿瘤学的公平性。
从 Tempus 数据库中随机选择患有 TNBC 或 HR+/HER2- BC 的患者的匿名记录(N=5000),其中大多数患有 IV 期疾病。从下一代测序数据中评估突变、基因表达和转录特征。从 DNA-seq 估计遗传祖先。比较 AA 和 EA 之间突变流行率、基因表达和转录特征的差异。EA 患者被用作表达的对数倍变化(logFC)的参考人群。
在应用纳入标准后,评估了 3433 个样本(n=623 个 AA 和 n=2810 个 EA)。观察到的失调途径模式在两组之间表现出显著的异质性。值得注意的是,PIK3CA 突变在 AA HR+/HER2- 肿瘤(AA=34% vs. EA=42%,P<0.05)和整个队列(AA=28% vs. EA=37%,P=2.08e-05)中明显较低。相反,KMT2C 突变在 AA 比 EA TNBC(23% vs. 12%,P<0.05)和 HR+/HER2-(24% vs. 15%,P=3e-03)肿瘤中更为频繁。在所有亚型和阶段中,两个祖先群体之间有超过 8000 个基因表达存在差异,包括 RPL10(logFC=2.26,P=1.70e-162)、HSPA1A(logFC=-2.73,P=2.43e-49)、ATRXL(logFC=-1.93,P=5.89e-83)和 NUTM2F(logFC=2.28,P=3.22e-196)。在 IV 期 HR+/HER2- 肿瘤中确定了 10 个差异表达的基因集,其中四个与 BC 治疗相关,在 EA 中显著富集:ERBB2_UP.V1_UP(P=3.95e-06)、LTE2_UP.V1_UP(P=2.90e-05)、HALLMARK_FATTY_ACID_METABOLISM(P=0.0073)和 HALLMARK_ANDROGEN_RESPONSE(P=0.0074)。
我们观察到具有遗传决定的非洲和欧洲血统的患者之间在突变谱、基因表达和相关转录特征方面存在显著差异,特别是在 HR+/HER2- BC 和 TNBC 亚型中。这些发现可以为未来的治疗策略提供指导,为精准肿瘤学护理中的生物标志物指导研究和最终临床决策提供机会。