Zhang Ye, Debaize Lydie, Langenbucher Adam, Weekes Jenalyn, Vogiatzi Ioulia, Miettinen Teemu P, Zhang Mingzeng, Sumpena Emily, Liu Huiyun, Duquette Sarah M, Hackett Liam, Zhang Jeremy, Baghiyan Sona, Redd Robert A, Aryee Martin, Davids Matthew S, Kim Austin I, Ryan Christine E, Weinstock David M, Manalis Scott R, Murakami Mark A
Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA.
Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.
bioRxiv. 2025 May 24:2025.05.20.655210. doi: 10.1101/2025.05.20.655210.
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 and . Additionally, changes in cell buoyant mass within primary patient specimens correlate with sensitivity to Bruton's Tyrosine Kinase inhibitors 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.
肿瘤内异质性影响疾病进展和治疗抗性,但传统的组织学、免疫表型和分子方法对其特征的描述仍很有限。单细胞生物物理特性可区分与这些方法互补的功能表型,为细胞多样性提供更多见解。在此,我们将浮力质量和硬度与基因表达联系起来,以识别原发性套细胞淋巴瘤(MCL)细胞内与临床相关的表型,将MCL作为人类癌症中生物学和临床多样性的模型。相关测量表明,浮力质量和硬度可表征从幼稚B细胞到浆细胞的B细胞发育状态,并与致癌性B细胞受体信号基因(如 和 )的表达相关。此外,原发性患者标本中细胞浮力质量的变化与MCL和慢性淋巴细胞白血病(另一种B细胞恶性肿瘤)对布鲁顿酪氨酸激酶抑制剂的敏感性相关。这些发现突出了生物物理特性作为未来精准治疗策略中反应生物标志物的价值。