Measuring growth rate in high-throughput growth phenotyping

被引:48
作者
Blomberg, Anders [1 ]
机构
[1] Univ Gothenburg, Dept Cell & Mol Biol, Lundberg Lab, S-40530 Gothenburg, Sweden
基金
瑞典研究理事会;
关键词
STATISTICAL-METHODS; CURVE ANALYSIS; CELL-CYCLE; YEAST; RESOLUTION; FITNESS; ENVIRONMENT; PROPHECY; DATABASE; MASS;
D O I
10.1016/j.copbio.2010.10.013
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Growth rate is an important variable and parameter in biology with a central role in evolutionary, functional genomics, and systems biology studies. In this review the pros and cons of the different technologies presently available for high-throughput measurements of growth rate are discussed. Growth rate can be measured in liquid microcultivation of individual strains, in competition between strains, as growing colonies on agar, as division of individual cells, and estimated from molecular reporters. Irrespective of methodology, statistical issues such as spatial biases and batch effects are crucial to investigate and correct for to ensure low false discovery rates. The rather low correlations between studies indicate that cross-laboratory comparison and standardization are pressing issue to assure high-quality and comparable growth-rate data.
引用
收藏
页码:94 / 102
页数:9
相关论文
共 63 条
[1]   Predicting Cellular Growth from Gene Expression Signatures [J].
Airoldi, Edoardo M. ;
Huttenhower, Curtis ;
Gresham, David ;
Lu, Charles ;
Caudy, Amy A. ;
Dunham, Maitreya J. ;
Broach, James R. ;
Botstein, David ;
Troyanskaya, Olga G. .
PLOS COMPUTATIONAL BIOLOGY, 2009, 5 (01)
[2]  
BARYSHNIKOVA A, NATURE METH IN PRESS
[3]   Coherence and timing of cell cycle start examined at single-cell resolution [J].
Bean, JM ;
Siggia, ED ;
Cross, FR .
MOLECULAR CELL, 2006, 21 (01) :3-14
[4]   New technologies to assess genotype-phenotype relationships [J].
Bochner, BR .
NATURE REVIEWS GENETICS, 2003, 4 (04) :309-314
[5]   Growth-limiting Intracellular Metabolites in Yeast Growing under Diverse Nutrient Limitations [J].
Boer, Viktor M. ;
Crutchfield, Christopher A. ;
Bradley, Patrick H. ;
Botstein, David ;
Rabinowitz, Joshua D. .
MOLECULAR BIOLOGY OF THE CELL, 2010, 21 (01) :198-211
[6]   Coordination of growth rate, cell cycle, stress response, and metabolic activity in yeast [J].
Brauer, Matthew J. ;
Huttenhower, Curtis ;
Airoldi, Edoardo M. ;
Rosenstein, Rachel ;
Matese, John C. ;
Gresham, David ;
Boer, Viktor M. ;
Troyanskaya, Olga G. ;
Botstein, David .
MOLECULAR BIOLOGY OF THE CELL, 2008, 19 (01) :352-367
[7]   A comprehensive strategy enabling high-resolution functional analysis of the yeast genome [J].
Breslow, David K. ;
Cameron, Dale M. ;
Collins, Sean R. ;
Schuldiner, Maya ;
Stewart-Ornstein, Jacob ;
Newman, Heather W. ;
Braun, Sigurd ;
Madhani, Hiten D. ;
Krogan, Nevan J. ;
Weissman, Jonathan S. .
NATURE METHODS, 2008, 5 (08) :711-718
[8]   Improved statistical methods for hit selection in high-throughput screening [J].
Brideau, C ;
Gunter, B ;
Pikounis, B ;
Liaw, A .
JOURNAL OF BIOMOLECULAR SCREENING, 2003, 8 (06) :634-647
[9]   Introduction to advantages and problems of shaken cultures [J].
Büchs, J .
BIOCHEMICAL ENGINEERING JOURNAL, 2001, 7 (02) :91-98
[10]  
CASTRILLO JI, 2007, J BIOL LONDON, V6, pNIL6