The biological limitations of transcriptomics in elucidating stress and stress responses

被引:205
作者
Feder, ME
Walser, JC
机构
[1] Univ Chicago, Dept Organismal Biol & Anat, Chicago, IL 60637 USA
[2] Univ Chicago, Comm Evolutionary Biol, Chicago, IL 60637 USA
[3] Univ Chicago, Comm Genet, Chicago, IL 60637 USA
[4] Univ Chicago, Comm Mol Med, Chicago, IL 60637 USA
[5] Univ Chicago, The College, Chicago, IL 60637 USA
关键词
fitness; genomic arrays; mRNA abundance; stress response; transcriptomics; transcriptional profiling;
D O I
10.1111/j.1420-9101.2005.00921.x
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Global analysis of mRNA abundance via genomic arrays (i.e. transcriptomics or transcriptional profiling) is one approach to finding the genes that matter to organisms undergoing environmental stress. In evolutionary analyses of stress, mRNA abundance is often invoked as a proxy for the protein activity that may underlie variation in fitness. To provoke discussion of the utility and sensible application of this valuable approach, this manuscript examines the adequacy of mRNA abundance as a proxy for protein activity, fitness and stress. Published work to date suggests that mRNA abundance typically provides little information on protein activity and fitness and cannot substitute for detailed functional and ecological analyses of candidate genes. While the transcriptional profile can be an exquisitely sensitive indicator of stress, simpler indicators will often suffice. In view of this outcome, transcriptomics should undergo careful cost-benefit analysis before investigators deploy it in studies of stress responses and their evolution.
引用
收藏
页码:901 / 910
页数:10
相关论文
共 85 条
[1]   A comparison of selected mRNA and protein abundances in human liver [J].
Anderson, L ;
Seilhamer, J .
ELECTROPHORESIS, 1997, 18 (3-4) :533-537
[2]   Gene expression during the life cycle of Drosophila melanogaster [J].
Arbeitman, MN ;
Furlong, EEM ;
Imam, F ;
Johnson, E ;
Null, BH ;
Baker, BS ;
Krasnow, MA ;
Scott, MP ;
Davis, RW ;
White, KP .
SCIENCE, 2002, 297 (5590) :2270-2275
[3]   Coordinate regulation of energy transduction modules in Halobacterium sp analyzed by a global systems approach [J].
Baliga, NS ;
Pan, M ;
Goo, YA ;
Yi, EC ;
Goodlett, DR ;
Dimitrov, K ;
Shannon, P ;
Aebersold, R ;
Ng, WV ;
Hood, L .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (23) :14913-14918
[4]   Network biology:: Understanding the cell's functional organization [J].
Barabási, AL ;
Oltvai, ZN .
NATURE REVIEWS GENETICS, 2004, 5 (02) :101-U15
[5]  
Bijlsma R., 1997, ENV STRESS ADAPTATIO
[6]   A genome-wide screen in Saccharomyces cerevisiae for genes affecting UV radiation sensitivity [J].
Birrell, GW ;
Giaever, G ;
Chu, AM ;
Davis, RW ;
Brown, JM .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2001, 98 (22) :12608-12613
[7]   Genomics tools for QTL analysis and gene discovery [J].
Borevitz, JO ;
Chory, J .
CURRENT OPINION IN PLANT BIOLOGY, 2004, 7 (02) :132-136
[8]   Large-scale identification of single-feature polymorphisms in complex genomes [J].
Borevitz, JO ;
Liang, D ;
Plouffe, D ;
Chang, HS ;
Zhu, T ;
Weigel, D ;
Berry, CC ;
Winzeler, E ;
Chory, J .
GENOME RESEARCH, 2003, 13 (03) :513-523
[9]   Arabidopsis gene knockout:: phenotypes wanted [J].
Bouché, N ;
Bouchez, D .
CURRENT OPINION IN PLANT BIOLOGY, 2001, 4 (02) :111-117
[10]   KNOCKOUTS - TARGETING THE MOUSE GENOME .1. A COMPENDIUM OF KNOCKOUTS [J].
BRANDON, EP ;
IDZERDA, RL ;
MCKNIGHT, GS .
CURRENT BIOLOGY, 1995, 5 (06) :625-634