A nearly complete collection of 4,290Escherichia coli open reading frames was amplified and arrayed in high density on glass slides. To exploit this reagent, conditions for RNA isolation from E. coli cells, cDNA production with attendant fluorescent dye incorporation, DNA-DNA hybridization, and hybrid quantitation have been established. A brief isopropyl-␤-D-thiogalactopyranoside (IPTG) treatment elevated lacZ, lacY, and lacA transcript content about 30-fold; in contrast, most other transcript titers remained unchanged. Distinct RNA expression patterns between E. coli cultures in the exponential and transitional phases of growth were catalogued, as were differences associated with culturing in minimal and rich media. The relative abundance of each transcript was estimated by using hybridization of a genomic DNA-derived, fluorescently labeled probe as a correction factor. This inventory provided a quantitative view of the steady-state level of each mRNA species. Genes the expression of which was detected by this method were enumerated, and results were compared with the current understanding of E. coli physiology.Escherichia coli K-12 has been exhaustively studied for over 50 years. Early experiments measured the molecular fluxes from small compounds into macromolecular constituents (33). These studies were followed by others in which small molecule pools of central metabolic building blocks (21), nucleotides (3), and amino acids were enumerated. The levels of several macromolecular components, including individual species of proteins (26), have been measured. Such measurements of the steady state provide a census of the cellular content, while changes upon imposition of a stress catalogue the cell's fight for survival. This response to an insulting or adverse condition can take many forms, from relieving end product inhibition to derepressing transcription (20).In E. coli, experiments to define stress-related, global regulatory responses have often relied upon either the isolation of operon fusions induced by a particular stress (16) or proteomic measures in which the protein fractions from stressed and unstressed cultures are separated by a two-dimensional method prior to comparison (37). Each method has an inherent technological hurdle; the map location of responsive gene fusions must be ascertained precisely, while induced or repressed proteins excised from the two-dimensional gels must be correctly identified.Alternatively, mRNA measurements utilizing techniques such as hybridization to DNA and primer extension have allowed the monitoring of individual gene's expression profiles. Recently, expression profiling of most yeast genes has been reported (8, 40); such measurements were facilitated by highdensity arrays of individual genes and specific labeling of cDNA copies of eukaryotic mRNA by using poly(A) tail-specific primers. Thus, the lack of a poly(A) tail and the extremely short bacterial mRNA half-life represent hurdles for the application of DNA microarray technology to prokaryotic research. Nonetheless...

The expression pattern of 1,529 yeast genes in response to sulfometuron methyl (SM) was analyzed by DNA microarray technology. SM, a potent herbicide, inhibits acetolactate synthase, a branched-chain amino acid biosynthetic enzyme. Exposure of yeast cells to 0.2 microg/ml SM resulted in 40% growth inhibition, a Gcn4p-mediated induction of genes involved in amino acid and cofactor biosynthesis, and starvation response. The accumulation of intermediates led to the induction of stress response genes and the repression of genes involved in carbohydrate metabolism, nucleotide biosynthesis, and sulfur assimilation. Extended exposure to SM led to a relaxation of the initial response and induction of sugar transporter and ergosterol biosynthetic genes, as well as repression of histone and lipid metabolic genes. Exposure to 5 microg/ml SM resulted in >98% growth inhibition and stimulated a similar initial expression change, but with no relaxation after extended exposure. Instead, more stress response and DNA damage repair genes become induced, suggesting a serious cellular consequence. Other salient features of metabolic regulation, such as the coordinated expression of cofactor biosynthetic genes with amino acid biosynthetic ones, were evident from our data. A potential link between SM sensitivity and ergosterol metabolism was uncovered by expression profiling and confirmed by genetic analysis.

In Escherichia coli the amplification of sdiA, a positive activator of ftsQAZ, genes that are essential for septation, results in mitomycin C resistance. To help us understand this resistance phenotype, genes whose expression was altered by increased sdiA dosage were identified using a DNA microarray-based, comprehensive transcript profiling method. The expression of 62 genes was reduced by more than threefold; of these, 41 are involved in motility and chemotaxis. Moreover, the expression of 75 genes, 36 of which had been previously characterized, was elevated at least threefold. As expected, increased sdiA dosage led to significantly elevated sdiA and ddlB-ftsQAZ-lpxC operon expression. Transcription of two genes, uvrY and uvrC, located downstream of sdiA and oriented in the same direction, was elevated about 10-fold, although the intervening gene, yecF, of opposite polarity was unaffected by increased sdiA dosage. Three genes (mioC and gidAB) flanking the replication origin, oriC, were transcribed more often when sdiA dosage was high, as were 12 genes within 1 min of a terminus of replication, terB. Transcription of the acrABDEF genes, mapping in three widely spaced loci, was elevated significantly, while several genes involved in DNA repair and replication (e.g., nei, recN, mioC, and mcrC) were moderately elevated in expression. Such global analysis provides a link between septation and the response to DNA-damaging agents.

We have developed an antisense oligonucleotide microarray for the study of gene expression and regulation in Bacillus subtilis by using Affymetrix technology. Quality control tests of the B. subtilis GeneChip were performed to ascertain the quality of the array. These tests included optimization of the labeling and hybridization conditions, determination of the linear dynamic range of gene expression levels, and assessment of differential gene expression patterns of known vitamin biosynthetic genes. In minimal medium, we detected transcripts for approximately 70% of the known open reading frames (ORFs). In addition, we were able to monitor the transcript level of known biosynthetic genes regulated by riboflavin, biotin, or thiamine. Moreover, novel transcripts were also detected within intergenic regions and on the opposite coding strand of known ORFs. Several of these novel transcripts were subsequently correlated to new coding regions.Gene expression in bacteria has been traditionally analyzed by transcriptional or translational fusions to promoterless "reporter" genes (e.g., lacZ, cat, and gus) or by direct detection of transcripts using Northern blotting or reverse transcription-PCR (RT-PCR). With the completion of many bacterial genomes and the development of large-scale analysis tools such as DNA genomic arrays, however, researchers have increasingly applied genomics tools in their research. Measurements of mRNA levels using genome arrays for Escherichia coli, Bacillus subtilis, Streptococcus pneumoniae, and Haemophilus influenzae (10,11,12,17,23,24,29,32,38,39,41) have been found to offer many advantages to traditional gene-monitoring methods. Since the structure of bacterial genomes is relatively simple, containing ca. 4,000 genes and few repetitive sequences, DNA arrays can monitor transcript levels of an entire genome in a single hybridization with high sensitivity. This can lead to the elucidation of complex interactions among genetic networks, which then can be coupled with results from other newer technologies that analyze global protein synthesis (proteome) and metabolite levels (metabolome) to provide a comprehensive picture of the physiology of the bacterium (13,14,18,34,35,42).Using the public B. subtilis genome sequence (20), we developed an oligonucleotide B. subtilis genome microarray using Affymetrix GeneChip technology (21,40). This technology offers high sensitivity, high specificity, and excellent reproducibility (19). We show that the microarray can monitor gene expression changes in response to transition from the exponential to the stationary growth phases and exposure to three different vitamins that repress expression of biosynthetic genes. Moreover, we also present evidence that the microarray can be used to detect novel transcripts within intergenic regions and on the opposite strand of known genes, leading in some cases to the identification of previous unreported coding regions. MATERIALS AND METHODSMicroarray design. An "antisense" oligonucleotide array complementary to the Baci...