Whole-Body Profiling of Cancer Metastasis with Single-Cell Resolution

被引:192
作者
Kubota, Shimpei I. [1 ]
Takahashi, Kei [2 ]
Nishida, Jun [2 ]
Morishita, Yasuyuki [2 ]
Ehata, Shogo [2 ]
Tainaka, Kazuki [1 ,3 ]
Miyazono, Kohei [2 ]
Ueda, Hiroki R. [1 ,4 ]
机构
[1] Univ Tokyo, Grad Sch Med, Dept Syst Pharmacol, Bunkyo Ku, 7-3-1 Hongo, Tokyo 1130033, Japan
[2] Univ Tokyo, Grad Sch Med, Dept Mol Pathol, Bunkyo Ku, 7-3-1 Hongo, Tokyo 1130033, Japan
[3] Niigata Univ, Brain Res Inst, Chuo Ku, 1-757 Asahimachidori, Niigata 9518585, Japan
[4] RIKEN Quantitat Biol Ctr, Lab Synthet Biol, 1-3 Yamadaoka, Suita, Osaka 5655241, Japan
基金
日本学术振兴会;
关键词
EPITHELIAL-MESENCHYMAL PLASTICITY; BRAIN METASTASES; MOUSE-BRAIN; TISSUE; TRANSITION; BREAST; RECONSTRUCTION; PROTOCOLS; MAMMALS; SYSTEMS;
D O I
10.1016/j.celrep.2017.06.010
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Stochastic and proliferative events initiated from a single cell can disrupt homeostatic balance and lead to fatal disease processes such as cancer metastasis. To overcome metastasis, it is necessary to detect and quantify sparsely distributed metastatic cells throughout the body at early stages. Here, we demonstrate that clear, unobstructed brain/ body imaging cocktails and computational analysis (CUBIC)-based cancer (CUBIC-cancer) analysis with a refractive index (RI)=optimized protocol enables comprehensive cancer cell profiling of the whole body and organs. We applied CUBIC-cancer analysis to 13 mouse models using nine cancer cell lines and spatiotemporal quantification of metastatic cancer progression at single-cell resolution. CUBIC-cancer analysis suggests that the epithelial-mesenchymal transition promotes not only extravasation but also cell survival at metastatic sites. CUBIC-cancer analysis is also applicable to pharmacotherapeutic profiling of anti-tumor drugs. CUBIC-cancer analysis is compatible with in vivo bioluminescence imaging and 2D histology. We suggest that a scalable analytical pipeline with these three modalities may contribute to addressing currently incurable metastatic diseases.
引用
收藏
页码:236 / 250
页数:15
相关论文
共 36 条
[1]   EMT: 2016 [J].
Angela Nieto, M. ;
Huang, Ruby Yun-Ju ;
Jackson, Rebecca A. ;
Thiery, Jean Paul .
CELL, 2016, 166 (01) :21-45
[2]   The Vascular Basement Membrane as "Soil'' in Brain Metastasis [J].
Carbonell, W. Shawn ;
Ansorge, Olaf ;
Sibson, Nicola ;
Muschel, Ruth .
PLOS ONE, 2009, 4 (06)
[3]   Structural and molecular interrogation of intact biological systems [J].
Chung, Kwanghun ;
Wallace, Jenelle ;
Kim, Sung-Yon ;
Kalyanasundaram, Sandhiya ;
Andalman, Aaron S. ;
Davidson, Thomas J. ;
Mirzabekov, Julie J. ;
Zalocusky, Kelly A. ;
Mattis, Joanna ;
Denisin, Aleksandra K. ;
Pak, Sally ;
Bernstein, Hannah ;
Ramakrishnan, Charu ;
Grosenick, Logan ;
Gradinaru, Viviana ;
Deisseroth, Karl .
NATURE, 2013, 497 (7449) :332-+
[4]   Heterogeneity of macrophage infiltration and therapeutic response in lung carcinoma revealed by 3D organ imaging [J].
Cuccarese, Michael F. ;
Dubach, J. Matthew ;
Pfirschke, Christina ;
Engblom, Camilla ;
Garris, Christopher ;
Miller, Miles A. ;
Pittet, Mikael J. ;
Weissleder, Ralph .
NATURE COMMUNICATIONS, 2017, 8
[5]   Ultramicroscopy:: three-dimensional visualization of neuronal networks in the whole mouse brain [J].
Dodt, Hans-Ulrich ;
Leischner, Ulrich ;
Schierloh, Anja ;
Jaehrling, Nina ;
Mauch, Christoph Peter ;
Deininger, Katrin ;
Deussing, Jan Michael ;
Eder, Matthias ;
Zieglgaensberger, Walter ;
Becker, Klaus .
NATURE METHODS, 2007, 4 (04) :331-336
[6]   Three-dimensional imaging of solvent-cleared organs using 3DISCO [J].
Ertuerk, Ali ;
Becker, Klaus ;
Jaehrling, Nina ;
Mauch, Christoph P. ;
Hojer, Caroline D. ;
Egen, Jackson G. ;
Hellal, Farida ;
Bradke, Frank ;
Sheng, Morgan ;
Dodt, Hans-Ulrich .
NATURE PROTOCOLS, 2012, 7 (11) :1983-1995
[7]   Brain metastases: epidemiology and pathophysiology [J].
Gavrilovic, IT ;
Posner, JB .
JOURNAL OF NEURO-ONCOLOGY, 2005, 75 (01) :5-14
[8]   Scale: a chemical approach for fluorescence imaging and reconstruction of transparent mouse brain [J].
Hama, Hiroshi ;
Kurokawa, Hiroshi ;
Kawano, Hiroyuki ;
Ando, Ryoko ;
Shimogori, Tomomi ;
Noda, Hisayori ;
Fukami, Kiyoko ;
Sakaue-Sawano, Asako ;
Miyawaki, Atsushi .
NATURE NEUROSCIENCE, 2011, 14 (11) :1481-U166
[9]   The physical basis of transparency in biological tissue: Ultrastructure and the minimization of light scattering [J].
Johnsen, S ;
Widder, EA .
JOURNAL OF THEORETICAL BIOLOGY, 1999, 199 (02) :181-198
[10]   Epithelial to mesenchymal transition markers expressed in circulating tumour cells of early and metastatic breast cancer patients [J].
Kallergi, Galatea ;
Papadaki, Maria A. ;
Politaki, Eleni ;
Mavroudis, Dimitris ;
Georgoulias, Vassilis ;
Agelaki, Sophia .
BREAST CANCER RESEARCH, 2011, 13 (03)