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东亚乳腺癌的年龄和种族驱动的分子和临床差异。

Age- and ethnic-driven molecular and clinical disparity of East Asian breast cancers.

机构信息

Department of Biomedical Informatics, Korea University College of Medicine, Seoul, Republic of Korea.

Department of Biomedical Sciences, Korea University College of Medicine, Seoul, Republic of Korea.

出版信息

BMC Med. 2024 Sep 27;22(1):422. doi: 10.1186/s12916-024-03638-y.

Abstract

BACKGROUND

Breast cancer (BC) is a complex disease with profound genomic aberrations. However, the underlying molecular disparity influenced by age and ethnicity remains elusive.

METHODS

In this study, we aimed to investigate the molecular properties of 843 primary and metastatic BC patients enrolled in the K-MASTER program. By categorizing patients into two distinct age subgroups, we explored their unique molecular properties. Additionally, we leveraged large-scale genomic data from the TCGA and MSK-IMPACT studies to examine the ethnic-driven molecular and clinical disparities.

RESULTS

We observed a high prevalence of PI3KCA mutations in K-MASTER HER2 + tumors, particularly in older patients. Moreover, we identified increased mutation rates in DNA damage response molecules, including ARID1A, MSH6, and MLH1. The K-MASTER patients were mainly comprised of triple-negative breast cancer (TNBC) and HER2-positive tumors, while the TCGA and MSK-IMPACT cohorts exhibited a predominance of hormone receptor-positive (HR +) subtype tumors. Importantly, GATA3 mutations were less frequently observed in East Asian patients, which correlated with poor clinical outcomes. In addition to characterizing the molecular disparities, we developed a gradient-boosting multivariable model to identify a new molecular signature that could predict the therapeutic response to platinum-based chemotherapy.

CONCLUSIONS

Our findings collectively provide unprecedented insights into the significance of age and ethnicity on the molecular and clinical characteristics of BC patients.

摘要

背景

乳腺癌(BC)是一种具有复杂基因组畸变的疾病。然而,年龄和种族影响的潜在分子差异仍难以捉摸。

方法

在这项研究中,我们旨在研究 K-MASTER 计划中纳入的 843 例原发性和转移性 BC 患者的分子特性。我们将患者分为两个不同的年龄亚组,以探索其独特的分子特性。此外,我们利用 TCGA 和 MSK-IMPACT 研究中的大规模基因组数据来检查种族驱动的分子和临床差异。

结果

我们观察到 K-MASTER HER2+肿瘤中 PI3KCA 突变的高发率,尤其是在老年患者中。此外,我们发现 DNA 损伤反应分子(包括 ARID1A、MSH6 和 MLH1)的突变率增加。K-MASTER 患者主要由三阴性乳腺癌(TNBC)和 HER2 阳性肿瘤组成,而 TCGA 和 MSK-IMPACT 队列则以激素受体阳性(HR+)亚型肿瘤为主。重要的是,东亚患者中 GATA3 突变较少见,与不良临床结局相关。除了描述分子差异外,我们还开发了一个梯度提升多变量模型,以确定一种新的分子特征,可预测对铂类化疗的治疗反应。

结论

我们的研究结果提供了前所未有的见解,说明年龄和种族对 BC 患者的分子和临床特征的重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ad9b/11438198/25c0a008b83b/12916_2024_3638_Fig1_HTML.jpg

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