Dynamic analysis of MAPK signaling using a high-throughput microfluidic single-cell imaging platform

被引:110
|
作者
Taylor, R. J. [1 ,2 ]
Falconnet, D. [2 ]
Niemistoe, A. [1 ]
Ramsey, S. A. [1 ]
Prinz, S. [1 ]
Shmulevich, I. [1 ]
Galitski, T. [1 ]
Hansen, C. L. [2 ,3 ]
机构
[1] Inst Syst Biol, Seattle, WA 98103 USA
[2] Univ British Columbia, Ctr High Throughput Biol, Vancouver, BC V6T 1Z4, Canada
[3] Univ British Columbia, Dept Phys & Astron, Vancouver, BC V6T 1Z4, Canada
基金
芬兰科学院; 瑞士国家科学基金会; 美国国家卫生研究院;
关键词
yeast; systems biology; microscopy; live-cell imaging; SACCHAROMYCES-CEREVISIAE; PHEROMONE RESPONSE; GENE-EXPRESSION; YEAST DIFFERENTIATION; KINASE; PROTEIN; SPECIFICITY; PATHWAYS; ACTIVATION; ADAPTATION;
D O I
10.1073/pnas.0813416106
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Cells have evolved biomolecular networks that process and respond to changing chemical environments. Understanding how complex protein interactions give rise to emergent network properties requires time-resolved analysis of cellular response under a large number of genetic perturbations and chemical environments. To date, the lack of technologies for scalable cell analysis under well-controlled and time-varying conditions has made such global studies either impossible or impractical. To address this need, we have developed a high-throughput microfluidic imaging platform for single-cell studies of network response under hundreds of combined genetic perturbations and time-varying stimulant sequences. Our platform combines programmable on-chip mixing and perfusion with high-throughput image acquisition and processing to perform 256 simultaneous time-lapse live-cell imaging experiments. Nonadherent cells are captured in an array of 2,048 microfluidic cell traps to allow for the imaging of eight different genotypes over 12 h and in response to 32 unique sequences of stimulation, generating a total of 49,000 images per run. Using 12 devices, we carried out >3,000 live-cell imaging experiments to investigate the mating pheromone response in Saccharomyces cerevisiae under combined genetic perturbations and changing environmental conditions. Comprehensive analysis of 11 deletion mutants reveals both distinct thresholds for morphological switching and new dynamic phenotypes that are not observed in static conditions. For example, kss1 Delta, fus3 Delta, msg5 Delta, and ptp2 Delta mutants exhibit distinctive stimulus-frequency-dependent signaling phenotypes, implicating their role in filtering and network memory. The combination of parallel microfluidic control with high-throughput imaging provides a powerful tool for systems-level studies of single-cell decision making.
引用
下载
收藏
页码:3758 / 3763
页数:6
相关论文
共 50 条
  • [41] Single-cell, high-throughput analysis of cell docking to vessel wall
    Andrzejewska, Anna
    Nowakowski, Adam
    Grygorowicz, Tomasz
    Dabrowska, Sylwia
    Orzel, Jaroslaw
    Walczak, Piotr
    Lukomska, Barbara
    Janowski, Miroslaw
    JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2019, 39 (11): : 2308 - 2320
  • [42] A simple joint detection platform for high-throughput single-cell heterogeneity screening
    Qiao, Yi
    Zhang, Qiongdan
    He, Yukun
    Cheng, Tianguang
    Tu, Jing
    TALANTA, 2024, 269
  • [43] High-Throughput Single-Cell Analysis for Wound Healing Applications
    Januszyk, Michael
    Gurtner, Geoffrey C.
    ADVANCES IN WOUND CARE, 2013, 2 (09) : 457 - 469
  • [44] An Acoustic Platform for Single-Cell, High-Throughput Measurements of the Viscoelastic Properties of Cells
    Romanov, Valentin
    Silvani, Giulia
    Zhu, Huiyu
    Cox, Charles D.
    Martinac, Boris
    SMALL, 2021, 17 (03)
  • [45] PhenoChip: A single-cell phenomic platform for high-throughput photophysiological analyses of microalgae
    Behrendt, Lars
    Salek, M. Mehdi
    Trampe, Erik L.
    Fernandez, Vicente, I
    Lee, Kang Soo
    Kuhl, Michael
    Stocker, Roman
    SCIENCE ADVANCES, 2020, 6 (36)
  • [46] Parallel single-cell analysis microfluidic platform
    van den Brink, Floris T. G.
    Gool, Elmar
    Frimat, Jean-Philippe
    Bomer, Johan
    van den Berg, Albert
    Le Gac, Severine
    ELECTROPHORESIS, 2011, 32 (22) : 3094 - 3100
  • [47] A microfluidic dual-well device for high-throughput single-cell capture and culture
    Lin, Ching-Hui
    Hsiao, Yi-Hsing
    Chang, Hao-Chen
    Yeh, Chuan-Feng
    He, Cheng-Kun
    Salm, Eric M.
    Chen, Chihchen
    Chiu, Ing-Ming
    Hsu, Chia-Hsien
    LAB ON A CHIP, 2015, 15 (14) : 2928 - 2938
  • [48] High-throughput single-cell RNA sequencing
    Denyer, Tom
    Timmermans, Marja C. P.
    TRENDS IN PLANT SCIENCE, 2022, 27 (01) : 104 - 105
  • [49] High-throughput single-cell microscopy on microstructures
    Müller J.A.
    Schwake G.
    Rädler J.O.
    BIOspektrum, 2022, 28 (7) : 723 - 725
  • [50] Advances in high-throughput single-cell microtechnologies
    Weaver, Westbrook M.
    Tseng, Peter
    Kunze, Anja
    Masaeli, Mahdokht
    Chung, Aram J.
    Dudani, Jaideep S.
    Kittur, Harsha
    Kulkarni, Rajan P.
    Di Carlo, Dino
    CURRENT OPINION IN BIOTECHNOLOGY, 2014, 25 : 114 - 123