Araujo Jhajaira M, De la Cruz-Ku Gabriel, Cornejo Melanie, Doimi Franco, Dyer Richard, Gomez Henry L, Pinto Joseph A
Centro de Investigación Básica y Traslacional, AUNA Ideas, Lima 15036, Peru.
Escuela Profesional de Medicina Humana, Universidad Privada San Juan Bautista, Lima 15067, Peru.
Cancers (Basel). 2022 Sep 1;14(17):4286. doi: 10.3390/cancers14174286.
Background: Triple-negative breast cancer (TNBC) is a complex and molecularly heterogeneous entity, with the poorest outcome compared with other breast cancer subtypes. Previously, we developed a TNBC 3-gene score with a significant prognostic capability. This study aims to test the 3-gene score in the different TNBC subtypes. Methods: Data from 204 TNBC patients treated with neoadjuvant chemotherapy were retrieved from public datasets and pooled (GSE25066, GSE58812, and GSE16446). After removing batch effects, cases were classified into Lehman’s TNBC subtypes and then the TNBC 3-gene score was used to evaluate the risk of distant recurrence in each subgroup. In addition, the association with tumor-infiltrating lymphocyte (TILs) levels was evaluated in a retrospective group of 72 TNBC cases. Results: The TNBC 3-gene score was able to discriminate patients with different risks within the pooled cohort (HR = 2.41 for high vs. low risk; 95%CI: 1.50−3.86). The score showed predictive capability in the immunomodulatory subtype (HR = 4.16; 95%CI: 1.63−10.60) and in the mesenchymal stem-like subtype (HR = 18.76; 95%CI: 1.68−208.97). In the basal-like 1, basal-like-2, and mesenchymal subtypes, the observed differential risk patterns showed no statistical significance. The score had poor predictive capability in the luminal androgen receptor subtype (p = 0.765). In addition, a low TNBC 3-gene score was related to a high level of TIL infiltration (p < 0.001). Conclusions: The TNBC 3-gene score is able to predict the risk of distant recurrence in TNBC patients, specifically in the immunomodulatory and mesenchymal stem-like subtype. Despite a small sample size in each subgroup, an improved prognostic capability was seen in TNBC subtypes with tumor-infiltrating components.
三阴性乳腺癌(TNBC)是一种复杂且分子异质性的实体,与其他乳腺癌亚型相比预后最差。此前,我们开发了一种具有显著预后能力的TNBC三基因评分。本研究旨在测试不同TNBC亚型中的三基因评分。方法:从公共数据集(GSE25066、GSE58812和GSE16446)中检索204例接受新辅助化疗的TNBC患者的数据并进行汇总。去除批次效应后,将病例分为雷曼TNBC亚型,然后使用TNBC三基因评分评估每个亚组远处复发的风险。此外,在一组72例TNBC病例的回顾性研究中评估了与肿瘤浸润淋巴细胞(TILs)水平的相关性。结果:TNBC三基因评分能够区分汇总队列中具有不同风险的患者(高风险与低风险相比,HR = 2.41;95%CI:1.50 - 3.86)。该评分在免疫调节亚型(HR = 4.16;95%CI:1.63 - 10.60)和间充质干细胞样亚型(HR = 18.76;95%CI:1.68 - 208.97)中显示出预测能力。在基底样1型、基底样2型和间充质亚型中,观察到的差异风险模式无统计学意义。该评分在腔面雄激素受体亚型中的预测能力较差(p = 0.765)。此外,低TNBC三基因评分与高水平的TIL浸润相关(p < 0.001)。结论:TNBC三基因评分能够预测TNBC患者远处复发的风险,特别是在免疫调节和间充质干细胞样亚型中。尽管每个亚组的样本量较小,但在具有肿瘤浸润成分的TNBC亚型中观察到了预后能力的提高。