整合单细胞生物物理和转录组学特征来解决套细胞淋巴瘤的功能异质性。

Ye Zhang, Lydie Debaize, Adam Langenbucher, Jenalyn Weekes, Ioulia Vogiatzi, Teemu P Miettinen, Mingzeng Zhang, Emily Sumpena, Huiyun Liu, Sarah M Duquette, Liam Hackett, Jeremy Zhang, Sona Baghiyan, Robert A Redd, Martin Aryee, Matthew S Davids, Austin I Kim, Christine E Ryan, David M Weinstock, Scott R Manalis, Mark A Murakami
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引用次数: 0

摘要

肿瘤内异质性影响疾病进展和治疗耐药性,但传统的组织学、免疫表型和分子方法仍然缺乏表征。单细胞生物物理特性区分功能表型与这些方法互补,为细胞多样性提供了额外的见解。在这里,我们将浮力质量和硬度与基因表达联系起来,以鉴定原发性套细胞淋巴瘤(MCL)细胞中的临床相关表型,并将MCL作为人类癌症生物学和临床多样性的模型。相关测量显示,浮力质量和刚度表征了b细胞从naïve到浆细胞的发育状态,并与致癌b细胞受体信号基因(如BLK和CD79A)的表达相关。此外,在MCL和慢性淋巴细胞白血病(另一种b细胞恶性肿瘤)中,原发患者标本体内细胞浮力质量的变化与体内对布鲁顿酪氨酸激酶抑制剂的敏感性相关。这些发现强调了生物物理特性作为未来精确治疗策略中反应的生物标志物的价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integrating Single-Cell Biophysical and Transcriptomic Features to Resolve Functional Heterogeneity in Mantle Cell Lymphoma.

Intra-tumor heterogeneity impacts disease progression and therapeutic resistance but remains poorly characterized by conventional histologic, immunophenotypic, and molecular approaches. Single-cell biophysical properties distinguish functional phenotypes complementary to these approaches, providing additional insight into cellular diversity. Here we link both buoyant mass and stiffness to gene expression to identify clinically relevant phenotypes within primary mantle cell lymphoma (MCL) cells, employing MCL as a model of biological and clinical diversity in human cancer. Linked measurements reveal that buoyant mass and stiffness characterize B-cell development states from naïve to plasma cell and correlate with expression of oncogenic B-cell receptor signaling genes such as BLK and CD79A . Additionally, changes in cell buoyant mass within primary patient specimens ex vivo correlate with sensitivity to Bruton's Tyrosine Kinase inhibitors in vivo in MCL and chronic lymphocytic leukemia, another B-cell malignancy. These findings highlight the value of biophysical properties as biomarkers of response in pursuit of future precision therapeutic strategies.

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