Computational methods and evaluation of RNA stabilization reagents for genome-wide expression studies.
Gene expression studies require high quality messenger RNA (mRNA) in addition to other factors such as efficient primers and labeling reagents. To prevent RNA degradation and to improve the quality of gene array expression data, several commercial reagents have become available. We examined a conventional hot-phenol lysis method and RNA stabilization reagents, and generated comparative gene expression profiles from Escherichia coli cells grown on minimal medium. Our data indicate that certain RNA stabilization reagents induce stress responses and proper caution must be exercised during their use. We observed that the laboratory reagent (phenol/EtOH, 5:95, v/v) worked efficiently in isolating high quality mRNA and reproducibility was such that reliable gene expression profiles were generated. To assist in the analysis of gene expression data, we wrote a number of macros that use the most recent gene annotation and process data in accordance with gene function. Scripts were also written to examine the occurrence of artifacts, based on GC content, length of the individual open reading frame (ORF), its distribution on plus and minus DNA strands, and the distance from the replication origin.
Bhagwat
Arvind A
AA
Produce Quality and Safety Laboratory, Henry A. Wallace Beltsville Agricultural Research Center, Agricultural Research Service, USDA, 10300 Baltimore Ave., Beltsville, MD 20705-2350, USA. bhagwata@ba.ars.usda.gov
Phadke
Ravindra P
RP
Wheeler
David
D
Kalantre
Sagar
S
Gudipati
Mohanram
M
Bhagwat
Medha
M
D001482:Base Composition; D004926:Escherichia coli / Q000235:genetics*; D020869:Gene Expression Profiling / Q000379:methods*; D007091:Image Processing, Computer-Assisted; D020411:Oligonucleotide Array Sequence Analysis / Q000379:methods*; D016366:Open Reading Frames; D019800:Phenol / Q000378:metabolism; D012329:RNA, Bacterial / Q000737:chemistry* / Q000235:genetics*; D012333:RNA, Messenger / Q000737:chemistry* / Q000235:genetics*
D012329:RNA, Bacterial; D012333:RNA, Messenger; D019800:Phenol