An image analysis toolbox for high-throughput C. elegans assays

被引:0
作者
Wahlby, Carolina [1 ,2 ]
Kamentsky, Lee [1 ]
Liu, Zihan H. [1 ]
Riklin-Raviv, Tammy [3 ]
Conery, Annie L. [4 ]
O'Rourke, Eyleen J. [4 ]
Sokolnicki, Katherine L. [1 ]
Visvikis, Orane [5 ]
Ljosa, Vebjorn [1 ]
Irazoqui, Javier E. [5 ]
Golland, Polina [3 ]
Ruvkun, Gary [4 ]
Ausubel, Frederick M. [4 ]
Carpenter, Anne E. [1 ]
机构
[1] Broad Inst Massachusetts Inst Technol & Harvard, Cambridge, MA USA
[2] Uppsala Univ, Ctr Image Anal, Sci Life Lab, Uppsala, Sweden
[3] MIT, Comp Sci & Artificial Intelligence Lab, Cambridge, MA 02139 USA
[4] Massachusetts Gen Hosp, Dept Mol Biol, Ctr Computat & Integrat Biol, Boston, MA 02114 USA
[5] Massachusetts Gen Hosp, Dept Pediat, Dev Immunol Program, Boston, MA 02114 USA
基金
美国国家卫生研究院;
关键词
CAENORHABDITIS-ELEGANS; AUTOMATED-ANALYSIS; RESOLUTION; INSIGHTS; NEMATODE; SCREENS; MODEL;
D O I
10.1038/NMETH.1984
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
We present a toolbox for high-throughput screening of image-based Caenorhabditis elegans phenotypes. The image analysis algorithms measure morphological phenotypes in individual worms and are effective for a variety of assays and imaging systems. This WormToolbox is available through the open-source CellProfiler project and enables objective scoring of whole-worm high-throughput image-based assays of C. elegans for the study of diverse biological pathways that are relevant to human disease.
引用
收藏
页码:714 / U273
页数:6
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