Journal of Bacteriology, June 2000, p. 3536-3543, Vol. 182, No. 12
0021-9193/00/$04.00+0
Copyright © 2000, American Society for Microbiology. All rights reserved.
Department of Biological Sciences, Purdue University, West Lafayette, Indiana
Received 29 December 1999/Accepted 21 March 2000
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ABSTRACT |
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We describe the use of a method called differential expression using customized amplification library (DECAL) to study the global changes in gene expression in iron-deficient versus iron-reconstituting cells of Synechocystis sp. strain PCC 6803. We identified a number of genes, such as isiA, idiA, psbA, cpcG, and slr0374, whose expression either increased or decreased in response to iron availability. Further analysis led to the identification of additional genes related to those identified by DECAL (e.g., psbC, psbO, psaA, apcABC, cpcBAC1C2D, and nblA) that were differentially regulated by iron availability. Expression of cpcG, psbC, psbO, psaA, apcABC, and cpcBAC1C2D increased, whereas that of isiA, idiA, nblA, psbA, and slr0374 decreased, in iron-reconstituting cells. S1 nuclease protection studies showed that increased transcript levels of psbA in iron-deficient cells was due to the increased expression of both psbA2 and psbA3 genes, although the steady-state level of psbA2 remained higher than that of psbA3.
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INTRODUCTION |
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Subtractive cDNA cloning, differential display, and DNA microarrays have been used to analyze global gene expression under different growth and environmental conditions (22, 40, 43, 46). These procedures are easier to perform in eukaryotes, due to the presence of a poly(A) tail on mRNA that permits easy separation from rRNA (3). Unfortunately, bacterial mRNA lacks this poly(A) tail and cannot be routinely extracted from total RNA. This problem also makes it difficult to use microarrays in bacteria, because of the high background that is observed when total RNA is used as a labeled probe (17). Moreover, the cost and/or commercial unavailability of DNA chips from prokaryotic organisms make their use largely beyond the financial resources of most within the scientific community. An alternative and cost-effective process to study the differential expression in prokaryotic organisms with small genomes may be available in the form of membranes on which are spotted arrays of Escherichia coli cells containing a library of clones. Nonetheless, an absolute requirement when using such membranes is the removal of the abundant rRNA from total RNA before labeling to avoid high background which may interfere with signal analysis. Recently, a new method called differential expression using customized amplification library (DECAL) has been used in global comparisons of gene expression in Mycobacterium tuberculosis (1). DECAL accomplishes this by first creating a customized amplification library (CAL) of genomic DNA that has been manipulated for optimal performance during analysis. The success of CAL depends on three factors: (i) physical removal of abundant sequences, i.e., rRNA genes; (ii) reduction in the complexity of the sequences and conversion of all DNA sequences to fragments of smaller and similar size; and (iii) selection of sequences that amplify efficiently.
In this study, we developed a DECAL for analysis of the global gene expression in the unicellular cyanobacterium Synechocystis sp. strain PCC 6803, an oxygenic photosynthetic organism. We chose Synechocystis sp. strain PCC 6803 as a model organism because it is transformable with external DNA, the frequency of homologous recombination is very high, thus facilitating genetic analysis, and it is capable of both photoheterotrophic and mixotrophic growth (45). Moreover, the complete sequence of Synechocystis sp. strain PCC 6803 has recently been determined (23). These characteristics have made Synechocystis sp. strain PCC 6803 a model organism for studies of photosynthetic processes and of modifications in response to external and internal stimuli. Such studies have wide application, because cyanobacteria are considered the progenitor of chloroplasts and because a number of biotic and abiotic stresses are known to directly affect photosynthesis and cyanobacterial growth (6, 14, 35, 37, 42).
To demonstrate proof of concept, we used iron-deficient growth of Synechocystis sp. strain PCC 6803 as a growth-limiting condition to analyze gene expression using DECAL. Iron deficiency is known to cause a variety of physiological and morphological changes in cyanobacteria, including loss of light-harvesting phycobilisomes (20), changes in the spectral characteristics of chlorophyll (Chl) within the thylakoids (20, 21, 31, 32), reduction in the number of thylakoids (41), and replacement of cofactors containing iron with noniron cofactors, such as ferredoxin with flavodoxin (24). A new Chl-binding protein, CPVI-4, which is similar to CP43 and encoded by isiA, associates with PSII (and possibly even with PSI) under iron-deficient conditions (31, 32). Similarly, synthesis of IdiA associated with the cytoplasmic side of the thylakoid membrane is greatly enhanced in iron-deficient cells (27). Despite these massive changes under iron-deficient conditions, cells continue to grow to high densities, although the growth rate is somewhat lower and the cells are smaller (41). Furthermore, these changes are reversible; after 24 h of iron addition, cells return to normal (41). In this work, we describe the information provided by the DECAL that can help us understand transcriptional regulation during reconstitution from iron starvation in Synechocystis sp. strain PCC 6803.
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MATERIALS AND METHODS |
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Cyanobacterial strain and growth conditions.
Cultures of
Synechocystis sp. strain PCC 6803 were grown
phototrophically in liquid BG-11 medium at 30°C under a light
intensity of 40 to 50 microeinsteins m
2 s
1
in the presence or absence of iron as described previously
(41). Cells were subcultured in iron-deficient media at
least two to three times prior to experimental use. Recovery of
iron-deficient cultures was accomplished by addition of 6 mg of ferric
ammonium citrate per liter of medium. Cells were harvested during
recovery at the 0 h (iron-deficient culture) or at 3, 12, and
24 h after the addition of iron (reconstituting cultures).
Construction of a cosmid library. A cosmid library of Synechocystis sp. strain PCC 6803 was constructed in pYUB328 (a kind gift of W. R. Jacobs) by using the double cosmid vector strategy as described previously (44). Genomic DNA from Synechocystis sp. strain PCC 6803 was isolated as described by Williams (45). Genomic DNA was partially restricted with Sau3AI, and fragments of 35 to 45 kb were isolated on a sucrose gradient as described previously (2). Arms of pYUB328 were prepared by digestion with XbaI, alkaline phosphatase, and then BamHI (4). These arms were ligated with genomic fragments at 1:10 molar ratio (insert to arms). The ligated DNA was in vitro packaged with GigaPack II Gold packaging mix (Stratagene); the resulting recombinant cosmids were transduced into E. coli XL1-Blue MRF' and selected for ampicillin resistance on solid Luria-Bertani (LB) plates.
Construction of CAL.
A CAL from Synechocystis sp.
strain PCC 6803 was constructed essentially as described by Alland et
al. (1), with certain modifications. A total of 1,080 cosmid
clones were streaked on several solid LB plates containing 50 µg of
ampicillin ml
1 using sterile toothpicks, and the
toothpicks were subsequently transferred into liquid LB with 50 µg of
ampicillin ml
1. LB plates were grown overnight at 37°C,
and colonies were transferred onto a positively charged nylon membrane
(Schleicher & Schuell). The lysis of colonies and DNA binding to
membrane were performed as described previously (39). The
liquid cultures were used to isolate cosmid DNA by the sodium dodecyl
sulfate (SDS)-alkaline method. Identification of the clones containing
rRNA genes was performed by colony hybridization and dot blotting.
Cosmid DNA was mixed in a set of 10 and spotted onto the positively
charged nylon membrane using a minifold apparatus (Schleicher & Schuell). PCR-amplified rRNA genes (5S, 16S, and 23S) were gel
purified, radiolabeled with [
-32P]dCTP (Amersham
Pharmacia Biotech) using a random primer Ready-to-Go labeling kit
(Amersham Pharmacia Biotech); unincorporated radiolabeled nucleotides
were removed by passing the solution through Probe Quant G-50 columns
(Amersham Pharmacia Biotech) and used to probe the blots. The DNA from
negative clones was pooled and digested individually with
NotI and PacI. Insert DNA from NotI
and PacI digest was purified from agarose gels with a
QiaExII gel extraction kit (Qiagen). Approximately 1-µg fragments
from NotI and PacI digest were mixed and
separately digested with AluI and HaeIII and were
then mixed and fractionated on a 2% NuSieve GTG low-melting-point agarose gel (FMC). Gel slices containing DNA fragments in the range of
400 to 1,500 bp were excised and stored at
20°C. Five microliters
of gel slice solution was ligated with 1 µl of XhoI adapters (2 pmol µl
1). Ten microliters of the ligation
mix was PCR amplified with 2 µl of 10 µM primers using
TaqI DNA polymerase (Promega). The amplification cycle
consisted of 3-min hot start followed by 10 cycles of PCR with 1-min
segments of 94, 65, and 72°C. After the end of the 10th cycle, 4 U of
fresh TaqI DNA polymerase was added and 27 additional cycles
at 94°C for 1 min, 65°C for 2 min, and 72°C for 3 min were performed.
Total RNA extraction.
Total RNA from
Synechocystis sp. strain PCC 6803 was isolated using the
procedure described by Reddy et al. (34), with modifications (15). RNA was isolated using cells harvested from 1-liter
cultures collected at 0, 3, 12, and 24 h after the addition of
iron to the iron-deficient cells. At each time point, cells were mixed with 1/20 volume of stop solution (200 mM Tris-HCl [pH 8.0], 20 mM
EDTA, 20 mM sodium azide) and 20 mM aurintricarboxylic acid pelleted,
and stored at
80°C. Aurintricarboxylic acid was omitted from cells
when the total RNA was used for enzymatic reactions.
Identification of differentially regulated genes. One microgram of total RNA was treated with RQ1 RNase-free DNase (Promega) and reverse transcribed with 7.7 µg of biotin-labeled random hexamers and biotin-dATP (one-seventh of total dATP) using Superscript II (GIBCO-BRL) at 45°C for 1 h. Synthesis was terminated by heating the mix at 70°C for 15 min. The complementary RNA was removed by the addition of RNase H with incubation for 30 min at 37°C. Subsequently, 300 ng of CAL, 20 µg of salmon sperm DNA, and 20 µg of tRNA were added to the cDNA for a final volume of 150 µl. The mix was extracted with phenol-chloroform and ethanol precipitated overnight. The pellet was resuspended in 6 µl of 30 mM EPPS [N-(2-hydroxyethyl)piperazine-N'-3-propanesulfonic acid; Sigma], pH 8.0-3 mM EDTA, overlaid with oil, and denatured by heating at 99°C for 5 min followed by addition of 1.5 µl of 5 M NaCl preheated to 69°C. The sample was incubated at 69°C for 4 days followed by addition of 150 µl of incubation buffer (1× Tris-EDTA [pH 7.6], 1 M NaCl, 0.5% Tween 20) that had been preheated to 69°C. Fifty microliters of washed streptavidin-coated magnetic beads (Boehringer Mannheim) that had been preheated to 69°C was added to the mix and incubated at 55°C with occasional mixing for 60 min; the solution was then washed three times for 30 min each at room temperature and three times at 69°C with 0.1% SDS-0.2× SSC (1× SSC is 0.15 M NaCl plus 0.015 M sodium citrate) with slow continuous shaking. The sample was then washed with 2.5 mM EDTA and eluted by boiling in 50 µl of water. PCR was performed as for the CAL preparation, using 20 µl of eluted fragments in each sample.
Colony array hybridization.
The cosmid library arrays were
prepared using a Bio-grid (BioRobotics) by double-spotting 1,080 cosmid
clones into a 22- by 22-cm nylon membranes that rested on solid LB
plates containing 50 µg of ampicillin ml
1. The biobank
containing 1,080 clones was prepared manually by transferring 1,080 clones into three 384-well microtiter plates in LB containing 10%
glycerol and 50 µg of ampicillin ml
1. The cells were
stored at
80°C and regularly used for gridding. The colonies were
spotted using a three-by-three double-offset pattern. The colonies were
grown at 37°C to the optimum size. The lysis of colonies and DNA
binding to membrane was done as described elsewhere (39).
This yielded six identical replica blots containing 1,080 clones. The
PCR-amplified fragments were labeled with [
-32P]dCTP
(Amersham Pharmacia Biotech) for at least 6 h, using a random
primer Ready-to-Go labeling kit (Amersham Pharmacia Biotech); unincorporated radiolabeled nucleotides were removed by passing the
solution through Probe Quant G-50 columns (Amersham Pharmacia Biotech)
and hybridized to cosmid library arrays for 16 to 18 h essentially
as described elsewhere (39). The blots were washed twice at
room temperature for 15 min each in 2× SSC-0.1% SDS and twice at
68°C for 30 min each in 0.1× SSC-0.1% SDS. Double-spotted colonies
that showed different intensities with PCR probes were selected for
further analysis.
Densitometry analysis. Density measurements of the autoradiograms were performed with IPLab (Signal Analytics Corporation, Vienna, Va.) on a Macintosh G3 computer. A scanned image of the autoradiogram was segmented into 384 identical squares, and the density of each square was determined. The density value was inversely proportional to the intensity of spots and was divided into 256 segments. We standardized the autoradiograms by analyzing a series of spots with low density that did not change after the addition of iron. This led us to conclude that changes within ±10 density units should be considered identical. We observed 71 spots that differed by ±20 units and 36 spots that differed by more than ±50 units. We chose to analyze further a total of 14 spots: 8 with a density difference of ±50, 3 with a density difference of ~±20, and 3 with a density difference of ~±10.
Northern blots. Five- to fifteen-microgram aliquots of total RNA isolated from cells taken at various time points were electrophoresed on 1% denaturing agarose gels. Each gel was soaked with 20 mM NaOH for 20 min and then transferred in 10× SSC for 45 min with slow shaking. RNA was capillary transferred onto positively charged nylon membranes (Schleicher & Schuell) for 2 to 6 h, using the procedure described in reference 11. RNA was fixed to the membrane by baking at 80°C for 1 to 2 h in a vacuum oven and stained with methylene blue to mark the position of the standard RNA markers and also to check the transfer. Prehybridization and hybridization were performed as described elsewhere (39). The membranes were washed twice at room temperature for 15 min each in 2× SSC-0.1% SDS and twice at 68°C for 15 min each in 0.1× SSC-0.1% SDS. Labeling and purification of various probes were done as described above.
S1 nuclease protection assay.
The S1 nuclease protection
assay was performed as described previously (2), with
certain modifications. Sufficient primers specific to psbA2
and psbA3 were labeled with [
-33P]ATP
(Amersham Pharmacia Biotech) using T4 polynucleotide kinase (New
England Biolabs). The reaction was terminated by heating at 75°C for
10 min and ethanol precipitated twice following the addition of tRNA
and ammonium acetate. Twenty micrograms of total RNA was hybridized
with excess primers at 51°C for 16 h. Nonhybridized nucleic acid
was enzymatically removed by the addition of S1 nuclease (GIBCO-BRL).
The mix was ethanol precipitated and loaded on an 8% polyacrylamide
gel containing 6 M urea. After completion of the run, the gel was dried
and exposed to the X-ray film.
DNA probes and primers. The following probes were used: for psbA, a 0.6-kb BstEII fragment from Synechococcus sp. strain PCC 7942 (plasmid pSG200 [18]); for psbC, a 0.9-kb Bsu36I-EcoRI fragment from Synechocystis sp. strain PCC 6803 (plasmid pKW1344 [10]); for psbO, a 0.7-kb StuI-BstEII fragment from Synechocystis sp. strain PCC 6803 (plasmid pRB1 [7]); for psaA, a 2.8-kb EcoRI-BglII fragment from Synechococcus sp. strain PCC 7002 (plasmid pAQPR80 [9]); and for cpcBA, a 1.2-kb SmaI-XhoI fragment from Synechococcus sp. strain PCC 7002 (plasmid pAQPRI [9]).
The primers used were based on sequences available in Cyanobase and were synthesized at IDT (Coralville, Iowa). Primers used for rRNA were 5'-ACTTGGCATCGGACTATTGTGCCG-3', 5'-ACGAGTGACCGTGTGCCTGTTGAA-3', 5'-ATCGAGCTCCCATTGCTTGTAGGC-3', and 5'-TTGATCCTGGCTCAGGATGAACGC-3'; for XhoI adapter sequence, 5'-CCTCTGAAGGTTCCAGAATCGATAGCTCGAGT-3' (top strand) and 5'-P-ACTCGAGCTATCGATTCTGGAACCTTCAGAGGTTT-3' (bottom strand); XhoI primer sequence, 5'-CCTCTGAAGGTTCCAGAATCGATAG-3'; for cpcG, 5'-GGCTCTGAAGAGAAGCCTGTTGTT-3' and 5'-GGGCACAGAAGCTTCGATGTTGAT-3'; for slr0374, 5'-CAAGAAGAGCTGAGTGTACTGCTG-3' and 5'-GAACTCCAGTCGCTGATATTCAGC-3'; for idiA, 5'-ATGACAACTAAGATTTCCCGGCGG-3' and 5'-TGAATCGGGTTGGTAACGTCCCAA-3'; for T3 primer, 5'-AATTAACCCTCACTAAAGG-3'; for T7 primer, 5'-TAATACGACTCACTATAGGG-3'; for psbA2, 5'-CGCTGTTGGAGAGTCGTTGTCATTTGGT TATAAT TCCT TATGTAT T TGTCGATGT TCAGAT TGGAACTGACTAAACTTAGTC-3'; for psbA3, 5'-CGCTGTTGGAGAGTCGTTGTCATTTGGT TATAAT TCCT TATGTAT T TGTCAATGT TCAAAGGAT T TGGCCTCAAGCTC-3', for apc, 5'-TTACGGGGGCAGTGTAATCAGG-3' and 5'-TGGAGCAAAACG-GTTGGACG-3'; and for nblA, 5'-CCCAGAGCAACAACAAGAGTTACTG-3' and 5'-CAGGTAAGATCAAGTTTGCGGC-3'.| |
RESULTS |
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Construction of CAL from Synechocystis sp. strain PCC
6803.
A CAL from Synechocystis sp. strain PCC 6803 was
constructed as described by Alland et al. (1) (Fig.
1). Two restriction enzymes,
NotI and PacI, were used to excise the genomic
fragment from the pYUB328 vector. Both enzymes restrict
Synechocystis sp. strain PCC 6803 DNA (12), and
it was expected that this approach would minimize the loss of DNA
fragments due to any internal site. The uniform size of fragments from
the larger genomic fragments were generated following digestion with
DraI and HaeIII. These selected fragments were
PCR amplified a number of times to select the fragments, which are
efficiently amplified. This step was necessary for maintaining the
proportional amplification of mRNA in two different population of
cells.
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Iron-starved cells. Cyanobacteria, such as Synechococcus sp. strain PCC 7942, respond to iron deficiency with distinct morphological and physiological changes (36, 37, 41). We used iron-deficient growth and subsequent iron reconstitution to demonstrate proof of concept for DECAL, because iron deficiency leads to robust physiological alterations with continued cell growth. Major changes under iron-deficient growth include pigment changes, such as lowered Chl and phycobilisome composition, which result in a very yellowish culture. Such growth also leads to a shift in the Chl absorption peak to about 671 nm; this is due to the presence of a new Chl-binding protein (CP43') which is encoded by the isiA gene (7, 25, 31-33). The readdition of iron leads to a reconstitution of normal cellular physiology and morphology within 12 to 24 h, a process which is easily identified by the regreening of the culture (41). Thus, analysis of iron deficiency and iron reconstitution provides specific well-characterized landmarks as well as an opportunity to discover the identity of many other genes that are involved in the significant cellular perturbations caused by iron-deficient growth.
Therefore, we used DECAL to examine transcriptional changes during the first 24 h of reconstitution from iron deficiency. The pigment analysis of iron-starved Synechocystis sp. strain PCC 6803 cells showed decreased Chl and phycocyanin, and the PC/Chl ratio decreased as reported earlier for Synechococcus sp. strain PCC 7942 (36, 37). Addition of iron led to gradual accumulation of pigments, and by 24 h, the pigments levels were very similar to that found in normal cells (data not shown). Figure 2 shows the room temperature absorption spectra of Synechocystis sp. strain PCC 6803 cells that were collected at different time periods after the addition of iron to iron-starved cells. As reported earlier for Synechococcus sp. strain PCC 7942 and shown in Fig. 2 for Synechocystis sp. strain PCC 6803, the Chl absorption peak was blue shifted by 8 nm in iron-deficient cells relative to the peak in iron-sufficient cells. Addition of iron led to a gradual shift of the Chl absorption peak, which was restored to 679 nm by 24 h.
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Identification of differentially regulated genes.
The
differentially regulated genes in Synechocystis sp. strain
PCC 6803 during iron starvation and iron reconstitution were identified
by examining the differential hybridization patterns of cosmid library
arrays with PCR probes prepared by the CAL library (Fig.
3). As indicated in Materials and
Methods, we chose 11 spots which showed significant changes in
iron-starving cells versus iron-reconstituting cells, plus 3 which
showed virtually no change. Because of our interest in the
physiological changes that occur during iron-deficient growth, this
first group emphasized spots that decreased in density after the
addition of iron. Cosmid clones representing these spots were further
analyzed by dot blot and Northern blot analysis. Northern blot analysis
revealed that six of the eight spots with density differences of
~±50 units (D21, F11, F12, O14, P13, and P14) demonstrated
differential expression, whereas only 1 of the 6 spots within ±20
units demonstrated differential expression. However, one of these (B15)
included a cosmid containing cpcG. A1 is an example of a
control spot with a density difference of ±10 that showed no change in
transcription upon further analysis. These results provide some idea of
the sensitivity of the Synechocystis sp. strain PCC 6803 DECAL library. We have an additional ~25 spots with density
differences in excess of 50 density units and an additional ~40 spots
with density differences of ±20 from this iron deficiency/iron
reconstitution DECAL.
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DISCUSSION |
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Cyanobacteria are found in virtually all terrestrial niches and face fluctuating chemical and physical parameters such as nutrient availability, light quality and quantity, and temperature. Like other bacteria, they have a plethora of regulatory systems that enable them to respond quickly to such environmental alterations (5), something they have done successfully for billions of years. These adaptive processes involve global changes in gene expression. This study had two objectives: to determine if DECAL was useful for the study of global gene expression in cyanobacteria, and to learn more about genes regulated by iron availability in this unicellular strain. We have demonstrated that our DECAL identified two genes, isiA and idiA, that had previously been shown to be regulated by iron availability (7, 25, 27). In addition, we identified a series of genes involved in photosynthesis or pigment synthesis that had not previously been identified as under iron regulation (psbA, cpcG, and slr0374). We conclude that DECAL can be used successfully to detect genes that are differentially regulated by environmental fluctuations, but that the sensitivity of the current library must be improved.
The differential regulation of the cpcG gene was consistent with the pigment and photosynthetic alterations found in iron-deficient cyanobacteria (20, 21, 31, 32, 41). cpcG is not the only gene which encodes a phycobilisome component that is regulated by iron, since transcripts originating from the apc and cpc operons were also differentially regulated by iron availability. Significantly, the kinetics of transcript accumulation of cpcG, apcABC, and cpcBAC1C2D during reconstitution were similar. In addition, the transcript level of nblA increased in the iron-starved cells. nblA has recently been identified as a gene whose product is involved in the degradation of phycobilisomes (13).
Although it was anticipated that psbA transcription would modulate during transition from growth in iron-deficient to iron-sufficient conditions, the exact expression pattern of the psbA genes was surprising. An increased transcript levels of psbA was observed in iron-deficient cells, whereas iron reconstitution led to a gradual decrease in the transcript level. Previous studies have shown that iron-deficient growth leads to a reduced PSI/PSII ratio and to induction of the isiA gene, which encodes a modified Chl-binding protein, CP43' (7, 36, 37). Expression analysis of psbC, psbO, and psaA showed decreased transcript levels in iron-deficient cells, compared to an increase in the transcript level of all the three genes during iron reconstitution. The reason for such high levels of psbA transcription is not known, but the overall transcriptional regulation of psbA genes in cyanobacteria is complex. Several studies have suggested that the increase in the steady-state level of psbA transcripts under adverse conditions is due to increased transcription of the psbA3 gene (8, 26, 28, 29). Under normal growth conditions, psbA2 constitutes more than 90% of the psbA transcripts (29). The results with the S1 nuclease protection assay suggested that iron deficiency led to an increased transcription level of both genes in similar patterns. This was in contrast to the regulation of these genes by UV-B, which led to a 20- to 25-fold increase in transcript level of psbA3 but only a 2- to 3-fold increase in the level of psbA2 (26). The addition of iron to iron-deficient cells initially led to the loss of both transcripts at the same rate; however, the accumulation of psbA2 transcript increased between 12 to 24 h during reconstitution, whereas the accumulation of the psbA3 transcript continued to decrease. Finally, it is important to note that in iron-deficient cells, the steady-state level of the psbA2 transcripts was higher than that of psbA3.
This study also resulted in the identification of a previously uncharacterized gene, slr0374, as iron regulated. It is important to note that the transcript originating from slr0374 was abundant in iron-starved cells, suggesting that the gene product might be of greater importance during growth-limiting conditions. Another interesting finding related to slr0374 was the identification of multiple transcripts. Our preliminary data suggest that slr0374 may be part of an operon consisting of at least two additional genes, slr0373 and slr0376 (A. K. Singh and L. A. Sherman, unpublished data). Although the function of slr0374 is not known, analysis of its primary sequence based on amino acid sequence homology shows that it belongs to class of proteins with important cellular functions. A preliminary sequence analysis indicated that slr0374 may contain a leucine zipper and a Walker motif found in members of the AAA protein family, including a conserved second region of homology. AAA modules function as regulatory subunits in many complexes, including the 26S proteasome, in the assembly of various membrane-targeting protein complexes during membrane fusion, peroxisome biogenesis, assembly of mitochondrial membrane proteins, cell cycle control, mitotic spindle formation, cytoskeleton interactions, vesicle secretion, signal transduction, and transcription factors (30). We will determine if slr0374 is induced during alterations in other environmental parameters and whether it is a specific or a general stress response protein.
In summary, this work has enabled us to determine the sensitivity and utility of a DECAL for analyses of differential gene expression in the cyanobacterium Synechocystis sp. strain PCC 6803. The results indicated that spots demonstrating the largest density difference had a high probability of containing clones with genes that are transcriptionally regulated by iron concentration. We have an additional ~25 spots which reproducibly show density difference of ±50 units plus another 40 with medium density differences. Nonetheless, some of these spots, as well as those we chose as controls, indicated no change in expression upon further study. This could be for a number of reasons, the most important of which is the use of cosmids carrying large fragments (35 to 45 kb) of DNA. Thus, it is possible that a spot contains a clone with some genes that were up-regulated and some that were down-regulated. It is also possible that some clones may contain genes with highly abundant transcripts, which might mask the difference in the signal pattern caused by differentially regulated genes present in the same fragment. Nonetheless, once the DECAL has been constructed, it represents a relatively simple method that can generate important information on differential gene expression. We will extend this work by constructing a plasmid library array containing 6,000 clones with ~2-kb fragments, and this will be used in conjunction with the DECAL. We are also involved with the production of a complete genome microarray containing all 3,168 genes of Synechocystis sp. strain PCC 6803. Nonetheless, these microarrays will require a great deal of fine tuning and many duplicates before they are considered reliable. The use of a rapid and inexpensive DECAL library will still remain of use as an adjunct to such high-resolution microarrays.
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ACKNOWLEDGMENTS |
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We thank Torin Weisbrod and Bill Jacobs for pYUB328, Kim Hirsch for technical help, and Hong Li for discussions and for comments on the manuscript.
This research was supported by grant DE-FG02-99ER20342 from the Department of Energy.
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FOOTNOTES |
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* Corresponding author. Mailing address: Department of Biological Sciences, Purdue University, 1392 Lilly Hall of Life Sciences, West Lafayette, IN 47907-1392. Phone: (765) 494-8106. Fax: (765) 496-1495. E-mail: lsherman{at}bilbo.bio.purdue.edu.
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