Systems survey of endocytosis by multiparametric image analysis

被引:335
作者
Collinet, Claudio [1 ]
Stoeter, Martin
Bradshaw, Charles R. [1 ]
Samusik, Nikolay [1 ]
Rink, Jochen C.
Kenski, Denise
Habermann, Bianca [1 ]
Buchholz, Frank [1 ]
Henschel, Robert [2 ]
Mueller, Matthias S. [2 ]
Nagel, Wolfgang E. [2 ]
Fava, Eugenio
Kalaidzidis, Yannis [1 ,3 ]
Zerial, Marino [1 ]
机构
[1] MPI CBG, Max Planck Inst Mol Cell Biol & Genet, D-01307 Dresden, Germany
[2] Tech Univ Dresden, Ctr Informat Serv & High Performance Comp ZIH, D-01062 Dresden, Germany
[3] Moscow MV Lomonosov State Univ, Belozersky Inst Physicochem Biol, Moscow 119899, Russia
关键词
MEDIATED ENDOCYTOSIS; SIGNAL-TRANSDUCTION; CELL BIOLOGY; ENDOSOMES; CYTOKINESIS; SPECIFICITY; MECHANISMS; PROTEINS; GRADIENT; SCREEN;
D O I
10.1038/nature08779
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
Endocytosis is a complex process fulfilling many cellular and developmental functions. Understanding how it is regulated and integrated with other cellular processes requires a comprehensive analysis of its molecular constituents and general design principles. Here, we developed a new strategy to phenotypically profile the human genome with respect to transferrin (TF) and epidermal growth factor (EGF) endocytosis by combining RNA interference, automated high-resolution confocal microscopy, quantitative multiparametric image analysis and high-performance computing. We identified several novel components of endocytic trafficking, including genes implicated in human diseases. We found that signalling pathways such as Wnt, integrin/cell adhesion, transforming growth factor (TGF)-beta and Notch regulate the endocytic system, and identified new genes involved in cargo sorting to a subset of signalling endosomes. A systems analysis by Bayesian networks further showed that the number, size, concentration of cargo and intracellular position of endosomes are not determined randomly but are subject to specific regulation, thus uncovering novel properties of the endocytic system.
引用
收藏
页码:243 / U123
页数:8
相关论文
共 44 条
[1]   Cytokinesis in plant and animal cells: Endosomes 'shut the door' [J].
Baluska, Frantisek ;
Menzel, Diedrik ;
Barlow, Peter W. .
DEVELOPMENTAL BIOLOGY, 2006, 294 (01) :1-10
[2]   Rab-mediated endocytosis - Linking neurodegeneration, neuroprotection, and synaptic plasticity? [J].
Baskys, Andfius ;
Bayazitov, Ildar ;
Zhu, Ercheng ;
Fang, Liwei ;
Wang, Rong .
NEUROPROTECTIVE AGENTS: EIGHTH INTERNATIONAL NEUROPROTECTION SOCIETY MEETING, 2007, 1122 :313-329
[3]   3′ UTR seed matches, but not overall identity, are associated with RNAi off-targets [J].
Birmingham, A ;
Anderson, EM ;
Reynolds, A ;
Ilsley-Tyree, D ;
Leake, D ;
Fedorov, Y ;
Baskerville, S ;
Maksimova, E ;
Robinson, K ;
Karpilow, J ;
Marshall, WS ;
Khvorova, A .
NATURE METHODS, 2006, 3 (03) :199-204
[4]   Signaling pathways governing stem-cell fate [J].
Blank, Ulrika ;
Karlsson, Goeran ;
Karlsson, Stefan .
BLOOD, 2008, 111 (02) :492-503
[5]   Endocytosis mechanisms and the cell biology of antigen presentation [J].
Burgdorf, Sven ;
Kurts, Christian .
CURRENT OPINION IN IMMUNOLOGY, 2008, 20 (01) :89-95
[6]   Parallels between cytokinesis and retroviral budding: A role for the ESCRT machinery [J].
Carlton, Jez G. ;
Martin-Serrano, Juan .
SCIENCE, 2007, 316 (5833) :1908-1912
[7]   Enhancing and confirming the specificity of RNAi experiments [J].
Cullen, Bryan R. .
NATURE METHODS, 2006, 3 (09) :677-681
[8]   Membrane traffic during embryonic development:: epithelial formation, cell fate decisions and differentiation [J].
Dudu, V ;
Pantazis, P ;
González-Gaitán, M .
CURRENT OPINION IN CELL BIOLOGY, 2004, 16 (04) :407-414
[9]   Minimizing the risk of reporting false positives in large-scale RNAi screens [J].
Echeverri, Christophe J. ;
Beachy, Philip A. ;
Baum, Buzz ;
Boutros, Michael ;
Buchholz, Frank ;
Chanda, Sumit K. ;
Downward, Julian ;
Ellenberg, Jan ;
Fraser, Andrew G. ;
Hacohen, Nir ;
Hahn, William C. ;
Jackson, Aimee L. ;
Kiger, Amy ;
Linsley, Peter S. ;
Lum, Lawrence ;
Ma, Yong ;
Mathey-Prevot, Bernard ;
Root, David E. ;
Sabatini, David M. ;
Taipale, Jussi ;
Perrimon, Norbert ;
Bernards, Rene .
NATURE METHODS, 2006, 3 (10) :777-779
[10]   Morphogen gradient formation and vesicular trafficking [J].
Entchev, EV ;
González-Gaitán, MA .
TRAFFIC, 2002, 3 (02) :98-109