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间质样免疫改变型是第四种强有力的三阴性乳腺癌分子亚型。

Mesenchymal-like immune-altered is the fourth robust triple-negative breast cancer molecular subtype.

机构信息

Institut de Cancérologie de l'Ouest, 44805, Saint Herblain, France.

Nantes Université, Univ Angers, INSERM, CNRS, CRCI2NA, 44000, Nantes, France.

出版信息

Breast Cancer. 2024 Sep;31(5):825-840. doi: 10.1007/s12282-024-01597-z. Epub 2024 May 22.

Abstract

BACKGROUND

Robust molecular subtyping of triple-negative breast cancer (TNBC) is a prerequisite for the success of precision medicine. Today, there is a clear consensus on three TNBC molecular subtypes: luminal androgen receptor (LAR), basal-like immune-activated (BLIA), and basal-like immune-suppressed (BLIS). However, the debate about the robustness of other subtypes is still open.

METHODS

An unprecedented number (n = 1942) of TNBC patient data was collected. Microarray- and RNAseq-based cohorts were independently investigated. Unsupervised analyses were conducted using k-means consensus clustering. Clusters of patients were then functionally annotated using different approaches. Prediction of response to chemotherapy and targeted therapies, immune checkpoint blockade, and radiotherapy were also screened for each TNBC subtype.

RESULTS

Four TNBC subtypes were identified in the cohort: LAR (19.36%); mesenchymal stem-like (MSL/MES) (17.35%); BLIA (31.06%); and BLIS (32.23%). Regarding the MSL/MES subtype, we suggest renaming it to mesenchymal-like immune-altered (MLIA) to emphasize its specific histological background and nature of immune response. Treatment response prediction results show, among other things, that despite immune activation, immune checkpoint blockade is probably less or completely ineffective in MLIA, possibly caused by mesenchymal background and/or an enrichment in dysfunctional cytotoxic T lymphocytes. TNBC subtyping results were included in the bc-GenExMiner v5.0 webtool ( http://bcgenex.ico.unicancer.fr ).

CONCLUSION

The mesenchymal TNBC subtype is characterized by an exhausted and altered immune response, and resistance to immune checkpoint inhibitors. Consensus for molecular classification of TNBC subtyping and prediction of cancer treatment responses helps usher in the era of precision medicine for TNBC patients.

摘要

背景

三阴性乳腺癌(TNBC)的稳健分子亚型分类是精准医学成功的前提。目前,TNBC 有三种明确的分子亚型:腔面雄激素受体(LAR)、基底样免疫激活(BLIA)和基底样免疫抑制(BLIS)。然而,其他亚型的稳健性仍存在争议。

方法

收集了大量(n=1942)TNBC 患者数据。分别对基于微阵列和 RNAseq 的队列进行了独立研究。使用 k-均值共识聚类进行无监督分析。然后使用不同的方法对患者聚类进行功能注释。还对每种 TNBC 亚型进行了化疗和靶向治疗、免疫检查点阻断和放疗反应的预测。

结果

在该队列中确定了 4 种 TNBC 亚型:LAR(19.36%);间质干细胞样(MSL/MES)(17.35%);BLIA(31.06%);和 BLIS(32.23%)。关于 MSL/MES 亚型,我们建议将其重新命名为间质样免疫改变(MLIA),以强调其特定的组织学背景和免疫反应性质。治疗反应预测结果表明,尽管存在免疫激活,但免疫检查点阻断在 MLIA 中可能效果较差或完全无效,这可能是由间质背景和/或功能失调的细胞毒性 T 淋巴细胞富集引起的。TNBC 亚型分类结果被纳入 bc-GenExMiner v5.0 网络工具(http://bcgenex.ico.unicancer.fr)。

结论

间质 TNBC 亚型的特点是衰竭和改变的免疫反应,以及对免疫检查点抑制剂的耐药性。TNBC 亚型的分子分类共识和癌症治疗反应预测有助于为 TNBC 患者带来精准医学时代。

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