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循环肿瘤细胞中的表型可塑性与转移性乳腺癌患者对治疗的不良反应相关。

Phenotypic Plasticity in Circulating Tumor Cells Is Associated with Poor Response to Therapy in Metastatic Breast Cancer Patients.

作者信息

Cohen Evan N, Jayachandran Gitanjali, Gao Hui, Peabody Phillip, McBride Heather B, Alvarez Franklin D, Kai Megumi, Song Juhee, Shen Yu, Willey Jie S, Lim Bora, Valero Vicente, Ueno Naoto T, Reuben James M

机构信息

Morgan Welch Inflammatory Breast Cancer Research Program and Clinic, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.

Department of Hematopathology Research, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.

出版信息

Cancers (Basel). 2023 Mar 6;15(5):1616. doi: 10.3390/cancers15051616.

Abstract

Circulating tumor cells (CTCs) are indicators of metastatic spread and progression. In a longitudinal, single-center trial of patients with metastatic breast cancer starting a new line of treatment, a microcavity array was used to enrich CTCs from 184 patients at up to 9 timepoints at 3-month intervals. CTCs were analyzed in parallel samples from the same blood draw by imaging and by gene expression profiling to capture CTC phenotypic plasticity. Enumeration of CTCs by image analysis relying primarily on epithelial markers from samples obtained before therapy or at 3-month follow-up identified the patients at the highest risk of progression. CTC counts decreased with therapy, and progressors had higher CTC counts than non-progressors. CTC count was prognostic primarily at the start of therapy in univariate and multivariate analyses but had less prognostic utility at 6 months to 1 year later. In contrast, gene expression, including both epithelial and mesenchymal markers, identified high-risk patients after 6-9 months of treatment, and progressors had a shift towards mesenchymal CTC gene expression on therapy. Cross-sectional analysis showed higher CTC-related gene expression in progressors 6-15 months after baseline. Furthermore, patients with higher CTC counts and CTC gene expression experienced more progression events. Longitudinal time-dependent multivariate analysis indicated that CTC count, triple-negative status, and CTC expression of significantly correlated with inferior progression-free survival while CTC count and triple-negative status correlated with inferior overall survival. This highlights the utility of protein-agnostic CTC enrichment and multimodality analysis to capture the heterogeneity of CTCs.

摘要

循环肿瘤细胞(CTCs)是转移扩散和进展的指标。在一项针对开始新一线治疗的转移性乳腺癌患者的纵向单中心试验中,使用微腔阵列从184例患者中每隔3个月在多达9个时间点富集CTCs。通过成像和基因表达谱分析对同一血样的平行样本中的CTCs进行分析,以捕捉CTCs的表型可塑性。通过主要依赖于治疗前或3个月随访时获得的样本中的上皮标记物的图像分析对CTCs进行计数,确定了进展风险最高的患者。CTCs计数随治疗而下降,进展者的CTCs计数高于非进展者。在单变量和多变量分析中,CTCs计数主要在治疗开始时具有预后价值,但在6个月至1年后预后效用较小。相比之下,包括上皮和间充质标记物在内的基因表达在治疗6 - 9个月后识别出高危患者,并且进展者在治疗时向间充质CTCs基因表达转变。横断面分析显示,在基线后6 - 15个月,进展者中与CTCs相关的基因表达更高。此外,CTCs计数和CTCs基因表达较高的患者经历了更多的进展事件。纵向时间依赖性多变量分析表明,CTCs计数、三阴性状态和 的CTCs表达与较差的无进展生存期显著相关,而CTCs计数和三阴性状态与较差的总生存期相关。这突出了蛋白质无关的CTCs富集和多模态分析在捕捉CTCs异质性方面的效用。

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