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Sucrose modulation of radiofrequency-induced heating rates and cell death. 蔗糖调制射频诱导的加热速率和细胞死亡。
Pub Date : 2017-09-01 Epub Date: 2017-06-22 DOI: 10.1088/2057-1739/aa757b
Merlyn Pulikkathara, Colette Mark, Natasha Kumar, Ana Maria Zaske, Rita E Serda

Background: Applied radiofrequency (RF) energy induces hyperthermia in tissues, facilitating vascular perfusion This study explores the impact of RF radiation on the integrity of the luminal endothelium, and then predominately explores the impact of altering the conductivity of biologically-relevant solutions on RF-induced heating rates and cell death. The ability of cells to survive high sucrose (i.e. hyperosmotic conditions) to achieve lower conductivity as a mechanism for directing hyperthermia is evaluated.

Methods: RF radiation was generated using a capacitively-coupled radiofrequency system operating at 13.56 MHz. Temperatures were recorded using a FLIR SC 6000 infrared camera.

Results: RF radiation reduced cell-to-cell connections among endothelial cells and altered cell morphology towards a more rounded appearance at temperatures reported to cause in vivo vessel deformation. Isotonic solutions containing high sucrose and low levels of NaCl displayed low conductivity and faster heating rates compared to high salt solutions. Heating rates were positively correlated with cell death. Addition of sucrose to serum similarly reduced conductivity and increased heating rates in a dose-dependent manner. Cellular proliferation was normal for cells grown in media supplemented with 125 mM sucrose for 24 hours or for cells grown in 750 mM sucrose for 10 minutes followed by a 24 h recovery period.

Conclusions: Sucrose is known to form weak hydrogen bonds in fluids as opposed to ions, freeing water molecules to rotate in an oscillating field of electromagnetic radiation and contributing to heat induction. The ability of cells to survive temporal exposures to hyperosmotic (i.e. elevated sucrose) conditions creates an opportunity to use sucrose or other saccharides to selectively elevate heating in specific tissues upon exposure to a radiofrequency field.

背景:应用射频(RF)能量诱导组织热疗,促进血管灌注本研究探讨了射频辐射对腔内内皮完整性的影响,然后主要探讨了改变生物相关溶液的电导率对射频诱导的加热速率和细胞死亡的影响。细胞在高蔗糖(即高渗条件)条件下存活以实现低电导率的能力作为指导热疗的机制进行了评估。方法:使用工作频率为13.56 MHz的电容耦合射频系统产生射频辐射。使用FLIR SC 6000红外摄像机记录温度。结果:射频辐射减少了内皮细胞之间的细胞间连接,并改变了细胞形态,使其在温度下呈现更圆的外观,据报道这导致了体内血管变形。与高盐溶液相比,高糖低盐等渗溶液的电导率低,升温速度快。加热速率与细胞死亡呈正相关。向血清中添加蔗糖同样以剂量依赖的方式降低电导率并增加加热速率。细胞在添加125 mM蔗糖的培养基中生长24小时,或在添加750 mM蔗糖的培养基中生长10分钟,然后恢复24小时,细胞增殖正常。结论:已知蔗糖在流体中形成弱氢键,而不是离子,释放水分子在振荡的电磁辐射场中旋转,并有助于热感应。细胞暂时暴露于高渗(即升高的蔗糖)条件下存活的能力创造了使用蔗糖或其他糖类在暴露于射频场时选择性地提高特定组织加热的机会。
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引用次数: 2
Development of metastatic brain disease involves progression through lung metastases in EGFR mutated non-small cell lung cancer. 脑转移性疾病的发展涉及EGFR突变的非小细胞肺癌癌症通过肺转移的进展。
Pub Date : 2017-09-01 Epub Date: 2017-07-13
Gino In, Jeremy Mason, Sonia Lin, Paul K Newton, Peter Kuhn, Jorge Nieva

Lung cancer is often classified by the presence of oncogenic drivers, such as epidermal growth factor receptor (EGFR), rather than patterns of anatomical distribution. While metastatic spread may seem a random and unpredictable process, we explored the possibility of using its quantifiable nature as a measure of describing and comparing different subsets of disease. We constructed a database of 664 non-small cell lung cancer (NSCLC) patients treated at the University of Southern California Norris Comprehensive Cancer Center and the Los Angeles County Medical Center. Markov mathematical modeling was employed to assess metastatic sites in a spatiotemporal manner through every time point in progression of disease. Our findings identified a preferential pattern of primary lung disease progressing through lung metastases to the brain amongst EGFR mutated (EGFR m) NSCLC patients, with exon 19 deletions or exon 21 L858R mutations, as compared to EGFR wild type (EGFR wt). The brain was classified as an anatomic "sponge", with a higher ratio of incoming to outgoing spread, for EGFR m NSCLC. Bone metastases were more commonly identified in EGFR wt patients. Our study supports a link between the anatomical and molecular characterization of lung metastatic cancer. Improved understanding of the differential biology that drives discordant patterns of anatomic spread, based on genotype specific profiling, has the potential to improve personalized oncologic care.

癌症通常根据致癌驱动因素的存在进行分类,如表皮生长因子受体(EGFR),而不是解剖分布模式。虽然转移性传播可能看起来是一个随机和不可预测的过程,但我们探索了使用其可量化性质来描述和比较不同疾病子集的可能性。我们建立了南加州大学诺里斯综合癌症中心和洛杉矶县医疗中心664名非小细胞肺癌(NSCLC)患者的数据库。Markov数学模型用于在疾病进展的每个时间点以时空方式评估转移部位。我们的研究结果确定,与EGFR野生型(EGFR-wt)相比,在EGFR突变(EGFR-m)的NSCLC患者中,外显子19缺失或外显子21 L858R突变的原发性肺病通过肺转移到大脑的优先模式。对于EGFR m NSCLC,大脑被归类为解剖上的“海绵”,具有较高的传入和传出扩散比率。骨转移更常见于EGFR-wt患者。我们的研究支持了肺转移性癌症的解剖学和分子特征之间的联系。基于基因型特异性分析,更好地理解导致解剖扩散不一致模式的差异生物学,有可能改善个性化肿瘤学护理。
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引用次数: 0
Development of metastatic brain disease involves progression through lung metastases in EGFR mutated non-small cell lung cancer. 在EGFR突变的非小细胞肺癌中,转移性脑疾病的发展涉及通过肺转移的进展。
Pub Date : 2017-07-13 DOI: 10.1088/2057-1739/AA7A8D
G. In, J. Mason, Sonia Lin, P. Newton, P. Kuhn, J. Nieva
Lung cancer is often classified by the presence of oncogenic drivers, such as epidermal growth factor receptor (EGFR), rather than patterns of anatomical distribution. While metastatic spread may seem a random and unpredictable process, we explored the possibility of using its quantifiable nature as a measure of describing and comparing different subsets of disease. We constructed a database of 664 non-small cell lung cancer (NSCLC) patients treated at the University of Southern California Norris Comprehensive Cancer Center and the Los Angeles County Medical Center. Markov mathematical modeling was employed to assess metastatic sites in a spatiotemporal manner through every time point in progression of disease. Our findings identified a preferential pattern of primary lung disease progressing through lung metastases to the brain amongst EGFR mutated (EGFR m) NSCLC patients, with exon 19 deletions or exon 21 L858R mutations, as compared to EGFR wild type (EGFR wt). The brain was classified as an anatomic "sponge", with a higher ratio of incoming to outgoing spread, for EGFR m NSCLC. Bone metastases were more commonly identified in EGFR wt patients. Our study supports a link between the anatomical and molecular characterization of lung metastatic cancer. Improved understanding of the differential biology that drives discordant patterns of anatomic spread, based on genotype specific profiling, has the potential to improve personalized oncologic care.
肺癌通常根据致癌驱动因素的存在进行分类,如表皮生长因子受体(EGFR),而不是解剖分布模式。虽然转移性扩散似乎是一个随机和不可预测的过程,但我们探索了使用其可量化性质作为描述和比较不同亚群疾病的衡量标准的可能性。我们建立了一个664名在南加州大学诺里斯综合癌症中心和洛杉矶县医疗中心接受治疗的非小细胞肺癌(NSCLC)患者的数据库。采用马尔可夫数学模型通过疾病进展的每个时间点以时空方式评估转移部位。我们的研究发现,与EGFR野生型(EGFR wt)相比,EGFR突变(EGFR m)非小细胞肺癌患者中,具有外显子19缺失或外显子21 L858R突变的原发性肺部疾病通过肺转移到脑的优先模式。对于非小细胞肺癌的EGFR,大脑被归类为解剖学上的“海绵”,具有较高的传入和传出扩散比例。骨转移更常见于EGFR wt患者。我们的研究支持肺转移癌的解剖和分子特征之间的联系。基于基因型特异性分析,提高对驱动不一致解剖扩散模式的差异生物学的理解,具有改善个性化肿瘤护理的潜力。
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引用次数: 5
Platelet count as a predictor of metastasis and venous thromboembolism in patients with cancer. 血小板计数作为癌症患者转移和静脉血栓栓塞的预测因子。
Pub Date : 2017-06-01 Epub Date: 2017-05-17 DOI: 10.1088/2057-1739/aa6c05
Joanna L Sylman, Annachiara Mitrugno, Garth W Tormoen, Todd H Wagner, Parag Mallick, Owen J T McCarty

Platelets are anucleate cells in the blood at concentrations of 150,000 to 400,000 cells/µL and play a key role in hemostasis. Several studies have suggested that platelets contribute to cancer progression and cancer-associated thrombosis. In this review, we provide an overview of the biochemical and biophysical mechanisms by which platelets interact with cancer cells and review the evidence supporting a role for platelet-enhanced metastasis of cancer, and venous thromboembolism (VTE) in patients with cancer. We discuss the potential for and limitations of platelet counts to discriminate cancer disease burden and prognosis. Lastly, we consider more advanced diagnostic approaches to improve studies on the interaction between the hemostatic system and cancer cells.

血小板是血液中的无核细胞,浓度为15万至40万细胞/µL,在止血中起关键作用。几项研究表明,血小板有助于癌症进展和癌症相关血栓形成。在这篇综述中,我们概述了血小板与癌细胞相互作用的生化和生物物理机制,并回顾了支持血小板增强癌症转移和癌症患者静脉血栓栓塞(VTE)的证据。我们讨论血小板计数在鉴别癌症疾病负担和预后方面的潜力和局限性。最后,我们考虑更先进的诊断方法来改善止血系统和癌细胞之间相互作用的研究。
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引用次数: 38
Review article: Novel technologies in the treatment and monitoring of advanced and relapsed epithelial ovarian cancer. 综述文章:晚期和复发上皮性卵巢癌治疗和监测的新技术。
Pub Date : 2017-01-01 Epub Date: 2017-02-23 DOI: 10.1088/2057-1739/aa5cf1
Paula Cunnea, Sally Gowers, James E Moore, Emmanuel Drakakis, Martyn Boutelle, Christina Fotopoulou

Epithelial Ovarian cancer (EOC) is the fifth most common cause of cancer death in females in the UK. It has long been recognized to be a set of heterogeneous diseases, with high grade serous being the most common subtype. The majority of patients with EOC present at an advanced stage (FIGO III-IV), and have the largest risk for disease recurrence from which a high percentage will develop resistance to chemotherapy. Despite continual advances in diagnostics, imaging, surgery and treatment of EOC, there has been little variation in the survival rates for patients with EOC. In this review we will introduce novel bioengineering advances in modelling the lymphatic system and real-time tissue monitoring to improve the clinical and therapeutic outcome for patients with EOC. We discuss the advent of the non-invasive "liquid biopsy" in the surveillance of patients undergoing treatment and follow-up. Finally, we present new bioengineering advances for palliative care of patients to lessen symptoms of patients with ascites and improve quality of life.

上皮性卵巢癌(EOC)是英国女性癌症死亡的第五大常见原因。长期以来,人们一直认为它是一组异质性疾病,高级别浆液是最常见的亚型。大多数EOC患者出现在晚期(FIGO III-IV),并且疾病复发的风险最大,其中高比例的患者将对化疗产生耐药性。尽管在EOC的诊断、影像、手术和治疗方面不断取得进展,但EOC患者的生存率几乎没有变化。在这篇综述中,我们将介绍新的生物工程在淋巴系统建模和实时组织监测方面的进展,以改善EOC患者的临床和治疗结果。我们讨论非侵入性“液体活检”在接受治疗和随访的患者监测中的出现。最后,我们提出新的生物工程进展姑息治疗患者减轻症状的腹水患者和提高生活质量。
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引用次数: 2
Matrix Stiffness Enhances VEGFR-2 Internalization, Signaling, and Proliferation in Endothelial Cells. 基质硬度增强内皮细胞VEGFR-2内化、信号传导和增殖
Pub Date : 2017-01-01 Epub Date: 2017-11-29 DOI: 10.1088/2057-1739/aa9263
Danielle J LaValley, Matthew R Zanotelli, Francois Bordeleau, Wenjun Wang, Samantha C Schwager, Cynthia A Reinhart-King

Vascular endothelial growth factor (VEGF) can mediate endothelial cell migration, proliferation, and angiogenesis. During cancer progression, VEGF production is often increased to stimulate the growth of new blood vessels to supply growing tumors with the additional oxygen and nutrients they require. Extracellular matrix stiffening also occurs during tumor progression, however, the crosstalk between tumor mechanics and VEGF signaling remains poorly understood. Here, we show that matrix stiffness heightens downstream endothelial cell response to VEGF by altering VEGF receptor-2 (VEGFR-2) internalization, and this effect is influenced by cell confluency. In sub-confluent endothelial monolayers, VEGFR-2 levels, but not VEGFR-2 phosphorylation, are influenced by matrix rigidity. Interestingly, more compliant matrices correlated with increased expression and clustering of VEGFR-2; however, stiffer matrices induced increased VEGFR-2 internalization. These effects are most likely due to actin-mediated contractility, as inhibiting ROCK on stiff substrates increased VEGFR-2 clustering and decreased internalization. Additionally, increasing matrix stiffness elevates ERK 1/2 phosphorylation, resulting in increased cell proliferation. Moreover, cells on stiff matrices generate more actin stress fibers than on compliant substrates, and the addition of VEGF stimulates an increase in fiber formation regardless of stiffness. In contrast, once endothelial cells reached confluency, stiffness-enhanced VEGF signaling was no longer observed. Together, these data show a complex effect of VEGF and matrix mechanics on VEGF-induced signaling, receptor dynamics, and cell proliferation that is mediated by cell confluency.

血管内皮生长因子(VEGF)可以介导内皮细胞的迁移、增殖和血管生成。在癌症进展过程中,VEGF的产生通常会增加,以刺激新血管的生长,为生长中的肿瘤提供所需的额外氧气和营养。细胞外基质硬化也发生在肿瘤进展过程中,然而,肿瘤机制和VEGF信号之间的相互作用仍然知之甚少。在这里,我们发现基质刚度通过改变VEGF受体-2 (VEGFR-2)内化来增强下游内皮细胞对VEGF的反应,这种作用受到细胞融合的影响。在亚融合内皮单层中,VEGFR-2水平受基质刚度影响,而VEGFR-2磷酸化不受其影响。有趣的是,更柔顺的基质与VEGFR-2的表达和聚集增加相关;然而,更硬的基质诱导VEGFR-2内化增加。这些影响很可能是由于肌动蛋白介导的收缩性,因为抑制坚硬底物上的ROCK会增加VEGFR-2聚集并减少内化。此外,增加基质硬度会提高ERK 1/2磷酸化,导致细胞增殖增加。此外,坚硬基质上的细胞比柔顺基质上的细胞产生更多的肌动蛋白应力纤维,VEGF的加入刺激了纤维形成的增加,而不管硬度如何。相反,一旦内皮细胞达到融合,僵硬增强的VEGF信号不再被观察到。总之,这些数据显示了VEGF和基质力学对VEGF诱导的信号、受体动力学和由细胞融合介导的细胞增殖的复杂影响。
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引用次数: 53
Dynamic interplay between tumour, stroma and immune system can drive or prevent tumour progression. 肿瘤、基质和免疫系统之间的动态相互作用可以驱动或阻止肿瘤的发展。
Pub Date : 2017-01-01 Epub Date: 2017-07-28 DOI: 10.1088/2057-1739/aa7e86
R J Seager, Cynthia Hajal, Fabian Spill, Roger D Kamm, Muhammad H Zaman

In the tumour microenvironment, cancer cells directly interact with both the immune system and the stroma. It is firmly established that the immune system, historically believed to be a major part of the body's defence against tumour progression, can be reprogrammed by tumour cells to be ineffective, inactivated, or even acquire tumour promoting phenotypes. Likewise, stromal cells and extracellular matrix can also have pro-and anti-tumour properties. However, there is strong evidence that the stroma and immune system also directly interact, therefore creating a tripartite interaction that exists between cancer cells, immune cells and tumour stroma. This interaction contributes to the maintenance of a chronically inflamed tumour microenvironment with pro-tumorigenic immune phenotypes and facilitated metastatic dissemination. A comprehensive understanding of cancer in the context of dynamical interactions of the immune system and the tumour stroma is therefore required to truly understand the progression toward and past malignancy.

在肿瘤微环境中,癌细胞直接与免疫系统和基质相互作用。免疫系统历来被认为是人体防御肿瘤进展的主要部分,但它可以被肿瘤细胞重新编程,使其无效、失活,甚至获得促进肿瘤的表型。同样,基质细胞和细胞外基质也具有促肿瘤和抗肿瘤的特性。然而,有强有力的证据表明,基质和免疫系统也直接相互作用,因此在癌细胞、免疫细胞和肿瘤基质之间存在三方相互作用。这种相互作用有助于维持具有致瘤性免疫表型的慢性炎症肿瘤微环境,并促进转移性传播。因此,需要在免疫系统和肿瘤基质的动态相互作用的背景下全面了解癌症,以真正了解恶性肿瘤的进展和过去。
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引用次数: 108
Differential KrasV12 protein levels control a switch regulating lung cancer cell morphology and motility. 不同的KrasV12蛋白水平控制着调节肺癌细胞形态和运动的开关。
Pub Date : 2016-09-01 Epub Date: 2016-09-20 DOI: 10.1088/2057-1739/2/3/035004
C Schäfer, A Mohan, W Burford, M K Driscoll, A T Ludlow, W E Wright, J W Shay, G Danuser

Introduction: Oncogenic Kras mutations are important drivers of lung cancer development and metastasis. They are known to activate numerous cellular signaling pathways implicated in enhanced proliferation, survival, tumorigenicity and motility during malignant progression.

Objectives: Most previous studies of Kras in cancer have focused on the comparison of cell states in the absence or presence of oncogenic Kras mutations. Here we show that differential expression of the constitutively active mutation KrasV12 has profound effects on cell morphology and motility that drive metastatic processes.

Methods: The study relies on lung cancer cell transformation models, patient-derived lung cancer cell lines, and human lung tumor sections combined with molecular biology techniques, live-cell imaging and staining methods.

Results: Our analysis shows two cell functional states driven by KrasV12 protein levels: a non-motile state associated with high KrasV12 levels and tumorigenicity, and a motile state associated with low KrasV12 levels and cell dissemination. Conversion between the states is conferred by differential activation of a mechano-sensitive double-negative feedback between KrasV12/ERK/Myosin II and matrix-adhesion signaling. KrasV12 expression levels change upon cues such as hypoxia and integrin-mediated cell-matrix adhesion, rendering KrasV12 levels an integrator of micro-environmental signals that translate into cellular function. By live cell imaging of tumor models we observe shedding of mixed high and low KrasV12 expressers forming multi-functional collectives with potentially optimal metastatic properties composed of a highly mobile and a highly tumorigenic unit.

Discussion: Together these data highlight previously unappreciated roles for the quantitative effects of expression level variation of oncogenic signaling molecules in conferring fundamental alterations in cell function regulation required for cancer progression.

致癌Kras突变是肺癌发生和转移的重要驱动因素。在恶性肿瘤进展过程中,它们可以激活许多细胞信号通路,参与增强增殖、存活、致瘤性和运动性。目的:以往关于Kras在癌症中的作用的研究大多集中在不存在或存在致癌Kras突变时细胞状态的比较上。本研究表明,组成型活性突变KrasV12的差异表达对驱动转移过程的细胞形态和运动具有深远的影响。方法:以肺癌细胞转化模型、患者源性肺癌细胞系、人肺肿瘤切片为研究依托,结合分子生物学技术、活细胞成像和染色等方法。结果:我们的分析显示了KrasV12蛋白水平驱动的两种细胞功能状态:与高KrasV12水平和致瘤性相关的非运动状态,以及与低KrasV12水平和细胞播散相关的运动状态。状态之间的转换是通过KrasV12/ERK/Myosin II和基质粘附信号之间的机械敏感双负反馈的差异激活来实现的。KrasV12的表达水平随着缺氧和整合素介导的细胞基质粘附等信号的变化而变化,使KrasV12水平成为微环境信号的整合者,这些微环境信号可转化为细胞功能。通过肿瘤模型的活细胞成像,我们观察到KrasV12高表达和低表达的混合脱落,形成具有潜在最佳转移特性的多功能集体,由高流动性和高致瘤性单位组成。讨论:总之,这些数据强调了以前未被认识到的致癌信号分子表达水平变化在赋予癌症进展所需的细胞功能调节的基本改变中的定量作用。
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引用次数: 9
The prisoner's dilemma as a cancer model. 作为癌症模型的囚徒困境。
Pub Date : 2016-09-01 Epub Date: 2016-07-04 DOI: 10.1088/2057-1739/2/3/035002
Jeffrey West, Zaki Hasnain, Jeremy Mason, Paul K Newton

Tumor development is an evolutionary process in which a heterogeneous population of cells with different growth capabilities compete for resources in order to gain a proliferative advantage. What are the minimal ingredients needed to recreate some of the emergent features of such a developing complex ecosystem? What is a tumor doing before we can detect it? We outline a mathematical model, driven by a stochastic Moran process, in which cancer cells and healthy cells compete for dominance in the population. Each are assigned payoffs according to a Prisoner's Dilemma evolutionary game where the healthy cells are the cooperators and the cancer cells are the defectors. With point mutational dynamics, heredity, and a fitness landscape controlling birth and death rates, natural selection acts on the cell population and simulated 'cancer-like' features emerge, such as Gompertzian tumor growth driven by heterogeneity, the log-kill law which (linearly) relates therapeutic dose density to the (log) probability of cancer cell survival, and the Norton-Simon hypothesis which (linearly) relates tumor regression rates to tumor growth rates. We highlight the utility, clarity, and power that such models provide, despite (and because of) their simplicity and built-in assumptions.

肿瘤的发展是一个进化过程,在这一过程中,具有不同生长能力的异质细胞群为获得增殖优势而争夺资源。要重现这样一个发展中的复杂生态系统的某些突发特征,需要哪些最基本的成分?在我们检测到肿瘤之前,它在做什么?我们概述了一个由随机莫兰过程驱动的数学模型,在这个模型中,癌细胞和健康细胞为争夺群体中的优势地位而竞争。根据 "囚徒困境 "进化博弈,健康细胞是合作者,而癌细胞是叛逃者,两者各自分配报酬。通过点突变动态、遗传和控制出生率和死亡率的适应度景观,自然选择作用于细胞群,模拟出 "类癌 "特征,如异质性驱动的冈pertz肿瘤生长、将治疗剂量密度与癌细胞存活概率(对数)线性关联的对数致死定律,以及将肿瘤消退率与肿瘤生长率线性关联的诺顿-西蒙假说。我们强调了这些模型的实用性、清晰度和强大功能,尽管(也正因为)它们很简单,而且有内置假设。
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引用次数: 0
Collective cell migration over long time scales reveals distinct phenotypes. 集体细胞迁移在长时间尺度上揭示了不同的表型。
Pub Date : 2016-06-01 Epub Date: 2016-05-19 DOI: 10.1088/2057-1739/2/2/025001
R M Lee, C H Stuelten, C A Parent, W Losert

Introduction: Migratory phenotypes of metastasizing tumor cells include single and collective cell migration. While migration of tumor cells is generally less cooperative than that of normal epithelial cells, our understanding of precisely how they differ in long time behavior is incomplete.

Objectives: We measure in a model system how cancer progression affects collective migration on long time scales, and determine how perturbation of cell-cell adhesions, specifically reduced E-cadherin expression, affects the collective migration phenotype.

Methods: Time lapse imaging of cellular sheets and particle image velocimetry (PIV) are used to quantitatively study the dynamics of cell motion over ten hours. Long time dynamics are measured via finite time Lyapunov exponents (FTLE) and changes in FTLE with time.

Results: We find that non-malignant MCF10A cells are distinguished from malignant MCF10CA1a cells by both their short time (minutes) and long time (hours) dynamics. In addition, short time dynamics distinguish non-malignant E-cadherin knockdown cells from the control, but long time dynamics and increasing spatial correlations remain unchanged.

Discussion: Epithelial sheet collective behavior includes long time dynamics that cannot be captured by metrics that assess cooperativity based on short time dynamics, such as instantaneous speed or directionality. The use of metrics incorporating migration data over hours instead of minutes allows us to more precisely describe how E-cadherin, a clinically relevant adhesion molecule, affects collective migration. We predict that the long time scale metrics described here will be more robust and predictive of malignant behavior than analysis of instantaneous velocity fields alone.

导读:转移性肿瘤细胞的迁移表型包括单个和集体细胞迁移。虽然肿瘤细胞的迁移通常比正常上皮细胞的迁移更不合作,但我们对它们在长时间行为中如何不同的精确理解是不完整的。目的:我们在一个模型系统中测量癌症进展如何在长时间尺度上影响集体迁移,并确定细胞-细胞粘附的扰动,特别是e -钙粘蛋白表达的减少,如何影响集体迁移表型。方法:采用细胞片时移成像技术和粒子图像测速技术(PIV)定量研究细胞在10小时内的运动动态。通过有限时间李雅普诺夫指数(FTLE)和FTLE随时间的变化来测量长时间动力学。结果:我们发现非恶性MCF10A细胞与恶性MCF10CA1a细胞在短时间(分钟)和长时间(小时)动力学上有明显区别。此外,短时间动态将非恶性E-cadherin敲低细胞与对照区分开来,但长时间动态和不断增加的空间相关性保持不变。讨论:上皮细胞的集体行为包括长时间的动态,不能通过基于短时间动态(如瞬时速度或方向性)评估协作性的指标来捕获。使用结合迁移数据的指标超过几小时而不是几分钟,使我们能够更准确地描述e -钙粘蛋白,一种临床相关的粘附分子,如何影响集体迁移。我们预测,这里描述的长时间尺度度量将比单独分析瞬时速度场更稳健,更能预测恶性行为。
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引用次数: 13
期刊
Convergent science physical oncology
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