Heilmann Silja, Ratnakumar Kajan, Langdon Erin, Kansler Emily, Kim Isabella, Campbell Nathaniel R, Perry Elizabeth, McMahon Amy, Kaufman Charles, van Rooijen Ellen, Lee William, Iacobuzio-Donahue Christine, Hynes Richard, Zon Leonard, Xavier Joao, White Richard
Memorial Sloan Kettering Cancer Center, Computational Biology.
Memorial Sloan Kettering Cancer Center, Cancer Biology & Genetics.
Cancer Res. 2015 Oct 15;75(20):4272-4282. doi: 10.1158/0008-5472.CAN-14-3319. Epub 2015 Aug 17.
Metastasis is the defining feature of advanced malignancy, yet remains challenging to study in laboratory environments. Here, we describe a high-throughput zebrafish system for comprehensive, in vivo assessment of metastatic biology. First, we generated several stable cell lines from melanomas of transgenic mitfa-BRAF(V600E);p53(-/-) fish. We then transplanted the melanoma cells into the transparent casper strain to enable highly quantitative measurement of the metastatic process at single-cell resolution. Using computational image analysis of the resulting metastases, we generated a metastasis score, μ, that can be applied to quantitative comparison of metastatic capacity between experimental conditions. Furthermore, image analysis also provided estimates of the frequency of metastasis-initiating cells (∼1/120,000 cells). Finally, we determined that the degree of pigmentation is a key feature defining cells with metastatic capability. The small size and rapid generation of progeny combined with superior imaging tools make zebrafish ideal for unbiased high-throughput investigations of cell-intrinsic or microenvironmental modifiers of metastasis. The approaches described here are readily applicable to other tumor types and thus serve to complement studies also employing murine and human cell culture systems.
转移是晚期恶性肿瘤的决定性特征,但在实验室环境中进行研究仍具有挑战性。在此,我们描述了一种用于全面、体内评估转移生物学的高通量斑马鱼系统。首先,我们从转基因mitfa-BRAF(V600E);p53(-/-)鱼的黑色素瘤中生成了几种稳定的细胞系。然后,我们将黑色素瘤细胞移植到透明的卡斯珀品系中,以便在单细胞分辨率下对转移过程进行高度定量测量。通过对所得转移灶进行计算图像分析,我们生成了一个转移评分μ,可用于实验条件之间转移能力的定量比较。此外,图像分析还提供了转移起始细胞频率的估计值(约1/120,000个细胞)。最后,我们确定色素沉着程度是定义具有转移能力细胞的关键特征。斑马鱼体型小、后代生成快,再加上出色的成像工具,使其成为对转移的细胞内在或微环境调节因子进行无偏倚高通量研究的理想选择。这里描述的方法很容易应用于其他肿瘤类型,因此有助于补充也使用小鼠和人类细胞培养系统的研究。