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单细胞 RNA 测序鉴定预测 HR+/HER2- 转移性乳腺癌患者 CDK4/6 抑制晚期进展的分子生物标志物

英文原题:Single-cell RNA sequencing identifies molecular biomarkers predicting late progression to CDK4/6 inhibition in patients with HR+/HER2- metastatic breast cancer.

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Single-cell RNA sequencing identifies molecular biomarkers predicting late progression to CDK4/6 inhibition in patients with HR+/HER2- metastatic breast cancer.

PubMed 2025/02/15(内容时间) Mol Cancer Q1 · IF 42.2(JCR 2025)

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研究概要

本研究强调了分子生物标志物在预测 CDK4/6i 临床结局中的重要性。肿瘤浸润性 CD8+ T 细胞和 NK 细胞也可能作为基线预测因子。这些见解为基于微环境特异性变化优化治疗策略铺平了道路,为管理 HR+/HER2- mBC 提供了一种个性化且有效的方法,并改善了患者结局。

研究思路结论见上方概要

细胞周期蛋白依赖性激酶4/6抑制剂(CDK4/6is)联合内分泌治疗是激素受体阳性、HER2阴性转移性乳腺癌(mBC)患者的标准治疗方案。尽管CDK4/6is有效,但约三分之一的患者会出现内在耐药,这凸显了对可靠预测生物标志物的需求。

单细胞RNA测序分析了HR+/HER2- mBC患者在CDK4/6i治疗前基线(BL)和/或疾病进展时的转移性肿瘤。BL样本来自CDK4/6i应答者(中位无进展生存期[mPFS]=25.5个月),而进展者被分为早期进展者(EP,mPFS=3个月)和晚期进展者(LP,mPFS=11个月)。转移部位包括肝、胸腔积液、腹水和骨。InferCNV区分了肿瘤细胞,功能分析使用了Molecular Signatures Database。

与EP肿瘤相比,LP肿瘤显示出Myc、EMT、TNF-和炎症通路的增强。来自BL和LP应答者的样本显示,与EP无应答者相比,肿瘤浸润性CD8+ T细胞和自然杀伤(NK)细胞增加。值得注意的是,尽管应答肿瘤中CD8+ T细胞频率较高,但功能分析显示,与EP和LP肿瘤相比,BL肿瘤中增殖性CD4+和CD8+ T细胞中与应激和凋亡相关的基因显著上调。这些基因,包括HSP90和HSPA8,与对PD1/PD-L1免疫检查点抑制剂的耐药性相关。配体-受体分析显示,LP肿瘤中与抑制性T细胞增殖(SPP1-CD44)和免疫活性抑制(MDK-NCL)相关的相互作用增强。纵向活检一致显示,与BL肿瘤相比,LP肿瘤中NK细胞动态扩增和细胞毒性T细胞活性增强,同时免疫活性抑制上调。值得注意的是,来自BL肿瘤细胞的预测性生物标志物组合在2个独立队列中得到验证,其一致预测高签名组与低签名组相比mPFS持续时间显著改善。

展开英文摘要原文

Cyclin-dependent kinase 4/6 inhibitors (CDK4/6is) in combination with endocrine therapy are the standard treatment for patients with hormone receptor-positive, HER2-negative metastatic breast cancer (mBC). Despite the efficacy of CDK4/6is, intrinsic resistance occurs in approximately one-third of patients, highlighting the need for reliable predictive biomarkers.

Single-cell RNA sequencing analyzed metastatic tumors from HR+/HER2- mBC patients pre-CDK4/6i treatment at baseline (BL) and/or at disease progression. BL samples were from CDK4/6i responders (median progression-free survival [mPFS] = 25.5 months), while progressors were categorized as early-progressors (EP, mPFS = 3 months) and late-progressors (LP, mPFS = 11 months). Metastatic sites included liver, pleural effusions, ascites, and bone. InferCNV distinguished tumor cells, and functional analysis utilized the Molecular Signatures Database.

LP tumors displayed enhanced Myc, EMT, TNF- , and inflammatory pathways compared to those EP tumors. Samples from BL and LP responders showed increased tumor-infiltrating CD8 + T cells and natural killer (NK) cells compared to EP non-responders. Notably, despite a high frequency of CD8 + T cells in responding tumors, a functional analysis revealed significant upregulation of genes associated with stress and apoptosis in proliferative CD4 + and CD8 + T cells in BL tumors compared to in EP and LP tumors. These genes, including HSP90 and HSPA8, are linked to resistance to PD1/PD-L1 immune checkpoint inhibitors. A ligand-receptor analysis showed enhanced interactions associated with inhibitory T-cell proliferation (SPP1-CD44) and suppression of immune activity (MDK-NCL) in LP tumors. Longitudinal biopsies consistently revealed dynamic NK cell expansion and enhanced cytotoxic T cell activity, alongside upregulation of immune activity inhibition, in LP tumors compared to in BL tumors. Notably, the predictive biomarker panel from BL tumor cells was validated in 2 independent cohorts, where it consistently predicted a significant improvement in mPFS duration in signature-high versus -low groups.

This study underscores the significance of molecular biomarkers in predicting clinical outcomes to CDK4/6i. Tumor-infiltration CD8 + T and NK cells may also serve as baseline predictors. These insights pave the way for optimizing therapeutic strategies based on microenvironment-specific changes, providing a personalized and effective approach for managing HR+/HER2- mBC and improving patient outcomes.

论文信息

作者
Luo L、Yang P、Mastoraki S、Rao X、Wang Y、Kettner NM、Raghavendra AS、Tripathy D
第一作者单位
Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA. lluo2@mdanderson.org.United States
通讯作者单位
Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA. kkeyomar@mdanderson.org.United States
期刊
Molecular cancer2025 Feb 15
原文标识
PubMed 39955556 · DOI 10.1186/s12943-025-02226-9