INTRODUCTION
When a cell is subjected to ionizing radiation (IR), many
chemical reactions are induced, eventually leading to
lesi-ons which can express themselves in a variety of
bio-logically significant changes (von Sonntag 1987). It has been
known for many years that exposure of living systems to IR
results in the immediate formation of essentially three
diff-erent free radicals, the hydroxyl radical (OH
∙), the solvated
electron (e
aq-) and the H-atom thorough the radiolysis of
water. These primary water radicals can be converted into a
series of partially reduced species collectively known as
reactive oxygen species (ROS). These include superoxide
(O
2∙-), hydrogen peroxide (H
2O
2), hydroxyl radical (OH
∙)
and peroxyl (ROO
∙) and alkoxyl (RO∙) radicals which are
believed to induce oxidative damage in various cellular
compartments such as DNA, proteins, and lipids that
con-tribute to the biological effects of radiation (von Sonntag
1987; Riley 1994; Spitz et al. 2004). It is now universally
accepted that the DNA represents the most critical target of
IR (Diehl 1995). Ionizing radiation produces a wide
spect-rum of DNA lesions, such as: base damage, sugar damage,
single strand breaks (SSB), double strand breaks (DSB),
DNA-DNA and DNA-protein cross links (Symons 1994).
These lesions rapidly results in recruitment of DNA repair
machinery to sites of damage, as well as triggering multiple
signaling pathways (Amundson et al. 2003).
Because DNA microarrays containing oligonucleotide or
cDNA probes can measure the expressional levels of
thou-sands genes simultaneously through a single hybridization
experiment, several groups have used microarrays to study
the response to IR. Transcriptional induction of DNA repair
genes, immediate early genes, and a variety of cytokine and
growth factor genes have been proposed as the mechanisms
─ ─ 111 ──
Gene Expression Profiles Following High-Dose Exposure to Gamma
Radiation in Salmonella enterica serovar Typhimurium
Sangyong Lim, Sunwook Jung, Minho Joe and Dongho Kim*
Radiation Research Division for Biotechnology, Korea Atomic Energy Research Institute,
Jeongeup 580-185, Korea
Abstract -
- Microarrays can measure the expression of thousands of genes to identify the changes
in expression between different biological states. To survey the change of whole Salmonella genes
after a relatively high dose of gamma radiation (1 kGy), transcriptome dynamics were examined
in the cells by using DNA microarrays. At least 75 genes were induced and 89 genes were reduced
two-fold or more after irradiation. Several genes located in pSLT plasmid, cyo operon, and Gifsy
prophage were induced along with many genes encoding uncharacterized proteins.While, the
expres-sion of genes involved in the virulence of Salmonella as well as metabolic functions were
decreas-ed. Although the radiation response as a whole could not be illustrated by using DNA
micro-arrays, the data suggest that the response to high dose of irradiation might be more complex than
the SOS response.
Key words : DNA microarrays, Gamma radiation, Radiation response
* Corresponding author: Dongho Kim, Tel. +82-63-570-3140, Fax. +82-63-570-3149, E-mail. [email protected]
by which cells survive after IR in mammalian cells (Tusher
et al. 2001; Heinloth et al. 2003; Rieger and Chu 2004).
However, transcriptional responses to IR can vary in
dif-ferent cell types and at difdif-ferent radiation doses or time
points following radiation (Short et al. 2007). Gene
induc-tion after the exposure of the Arabidopsis plants to IR has
been recently reported (Kim et al. 2007). In bacteria, array
technology applied to a special bacterium, Deinococcus
radiodurans best known for its extreme resistance to IR,
and it has been used to identify genes that are associated
with radioresistance of D. radiodurans (Tanaka et al. 2004;
Joe et al. 2008), because most vegetative bacteria have
been considered as targets of IR-sterilization. Although
many features of the damage response are conserved from
micro-organism to humans (Cromie et al. 2001), the
res-ponse in bacteria will have features not found in
eukar-yotic cells.
In this study we have analyzed changes in gene
expres-sion in Salmonella Typhimurium using microarray analysis
after a relatively high dose of radiation, 1 kGy.
MATERIALS AND METHODS
Bacterial strain and growth conditions
Salmonella enterica serovar Typhimurium SL1344 was
cultivated aerobically at 37
�
C in Luria-Bertani medium
containing 1% bacto-tryptone, 0.5% yeast extract, and 1%
NaCl. A stationary-phase culture that had been grown
overnight with shaking was used as a stock culture.
Irradiation
Two 250-ml Erlenmeyer flaskscontaining 50 ml of fresh
medium were inoculated with the stock culture at 1 : 100
and then were incubated aerobically to exponential phase
for 4 hr. After these cultures were transferred to a 50-ml
coni-cal tube (Falcon), one was irradiated at room temperature
and the other was not irradiated. Each culture was
re-transferred to a 250-ml Erlenmeyer flask, incubated for a
further 1 hr, and cells were harvested by centrifugation for
RNA isolation. Gamma irradiation was performed using a
60
Co gamma irradiator (point source; IR-79, AECL,
Otta-wa, Ont., Canada). The source strength was approximately
14.8 PBq at a dose rate of 2 kGy h
-1the actual doses were
within
±2% of the target dose. The applied dose of
irra-diation was 1 kGy.
Probe preparation and hybridization
Total bacterial RNA was isolated using SV total RNA
isolation kit (Promega) according to the manufacturer’s
instructions. The quality and integrity of the prepared total
RNAs were confirmed with the use of an Agilent 2100
bioanalyzer (Agilent, Palo Alto, CA, USA), and by
spectro-photometry. A total of 50
μg of RNA with 3 μg of random
hexamer dissolved in 29.5
μl of nuclease free-water was
denatured at 65�
C for 10 min and then placed on ice. After
addition of 6
μl of 0.1 M DTT, 12 μl of first-strand buffer (5
×), 1.5
μl of dNTP mix (25 mM dATP, 25 mM dGTP, 25
mM dCTP, 10 mM dTTP), 4
μl of reverse transcriptase
(Superscript II
�Invitrogen), 2
μl of RNasin (Promega) and
4
μl of either Cy3- or Cy5-conjugated dUTP (Amersham
Biosciences), the labeling mixture of 60
μl was incubated at
42�
C for 2 h and then supplemented with 2
μl of Superscript
II at the end of the first hour. Each probe was denatured
with 10
μl of 1M NaOH and neutralized with 10 μl of 1 M
HCl, followed by purification with a PCR purification kit
(Qiagen) and concentration with speed vacuum drier. Each
probe separately labeled with Cy3 or Cy5 was resuspended
in 20
μl of distilled water, respectively. Equal volumes of
labeled probes (each 20
μl) from non-irradiated and
irradi-ated cultures were mixed with 40
μl of 2× hybridization
solution consisting of 50% formamide, 10× SSC and 0.2%
SDS and denatured by boiling for 5 min. Probes were
hy-bridized simultaneously to a chip at 58�
C for 16 h in a
hybri-dization chamber.
Scanning and data analysis
Details concerning the construction and characteristics of
the Salmonella microarray used in this study have been
described elsewhere (Porwollik et al. 2004). Briefly, 97.5%
of all 4,498 genetic elements annotated in S. Typhimurium
LT2 are represented in triplicate on the array, as are 104 of
the 109 annotated genetic elements of the virulence
plas-mid pSLT. Scans were performed with a GenePix 4000B
scanner (Axon Instruments, Union City, CA) by using the
ScanArray 2.1 software (Packard BioChip Technologies).
Signal intensities were quantified by using the GenePix 3.0
software (Axon Instruments, Union City, CA).
Normali-zation of gene expression by a LOWESS regression was
applied for 6 data which were obtained from two biological
replicates. The genes were considered differentially
expre-ssed when the logarithmic gene expression ratios were
more than a 2-fold difference in the expression level.
Stati-stical significance of the data was determined by Student’s t
test. P-values less than 0.01 were taken as statistically
signi-ficant.
RESULTS AND DISCUSSION
To examine the changes in gene expression of S.
Typhi-murium following a dose of 1 kGy, we used a DNA
micro-array that includes 4,498 ORFs from Salmonella
Typhi-murium LT2 and 104 ORFs from the pSLT virulence
plas-mid (Porwollik et al. 2004). Total RNA was purified from a
sample taken 1 h after irradiation, and used to make cDNA
that was labeled and hybridized to the microarray. To
control for irradiation-independent changes, total RNA
pre-paration from a non-irradiated sample was also performed
(see Materials and Methods). Of all genes showing a
stati-stically significant expression ratio (p
⁄0.01) of at least
2-fold change relative to non-irradiated counterpart, 75 genes
were induced and 89 genes were reduced by irradiation
dose of 1 kGy. The lists of the genes up- and
down-regulat-ed by irradiation are presentdown-regulat-ed in Tables 1 and 2,
respective-ly. An overview of the genes was obtained by defining
fun-ctional categories of genes based on the data of The
Insti-tute for Genomic Research (TIGR; www.tigr.org/tigr-scripts
/CMR2/CMRGenomes.spl). Among the genes whose
ex-pression was altered by irradiation, nearly all functional
groups are represented. Genes involved in cell envelope,
cellular process, DNA metabolism, energy metabolism,
protein synthesisand regulation of gene expression showed
the modified expression following exposure to a relatively
high dose of irradiation, 1 kGy (Tables 1 and 2). However,
it is unlikely to describe systematically the whole response
to this dose of irradiation, because many (about 54%) of the
altered genes were assigned to putative genes.
The central dogma of radiobiology was established that
radiation-induced DNA lesions and their repair determine
the biological effects observed at the cellular level (von
Sonn-tag 1987; Riley 1994; Spitz et al. 2004). The cell including
bacteria responds to this stress by upregulating the
expres-sion of several genes that function to repair DNA leexpres-sions,
restore replication, and prevent premature cell division.
These changes in gene expression in response to DNA
da-mage produced by ultraviolet (UV) or other DNA damaging
agents have been collectively termed the SOS response.
The SOS response is a co-ordinated increase in the level of
expression of about 30 unlinked genes induced by DNA
damage, whose expression is regulated by the recA and
lexA gene products (Sutton et al. 2000). Changes in gene
expression after treatment of Escherichia coli with DNA
damaging agents such as mitomycin C (MMC) or UV
irra-diation were assessed using DNA microarray. Although
gene expression response patterns observed in the three
studies were very different, 5 of SOS genes (sulA, recA,
recN, dinD, and dinP) were heavily induced via
LexA-dependent manner in all three studies (Courcelle et al. 2001;
Khil and Camerini-Otero 2002; Quillardet et al. 2003). In
our experimental conditions, however, we didn’t observe
upregulation of many of the SOS-inducible genes, except
for yjiW (Table 1).
The expressed SOS functions not only repair the DNA
damage but also drive the lateral spread of mobile genetic
elements, which are range from prophage to integrative and
conjugative elements (Aertsen and Michiels 2006). It was
previously found that the gene transcription of Gifsy-1 and
Gifsy-2, which are also resided in S. Typhimurium SL1344
genomes, was repressed by overproduction of the LexA
protein and induced by hydrogen peroxide and MMC
(Bun-ny et al. 2002; Frye et al. 2005). Among the 10 genes which
displayed the highest expression level following irradiation
in our result, we could find the genes belong to Gifsy
pro-phage. In addition, some tra genes associated with
conju-gative transfer of Salmonella pSLT plasmid were induced
by approximately 2.5-fold relative to non-irradiated
coun-terpart (Table 1). Together with the strong induction of
ibpB (
~4-fold) known to be induced in a LexA-dependent
manner (Courcelle et al. 2001), our result suggests that the
SOS response can be induced by 1 kGy of gamma irradiation
as expected, but the SOS-inducing signal/mechanism
gene-rated by this dose of radiation appears to be different with
the typical signal activated by exogenous DNA damaging
agents such as UV irradiation or MMC.
The discrepancy between the gene expression response
patterns is also observed in the previous studies. In the
study by Courcelle et al. (2001), 20 of the 27 known
LexA-Table 1. Genes with increased expression following gamma irradiation
Gene number Gene symbol Possible function Ratioa
Amino acid biosynthesis
STM3601 Putative phosphosugar isomerase 3.91
STM4121 argC N-acetyl-gamma-glutamylphosphate reductase 2.17
Biosynthesis of cofactors, prosthetic groups, and carriers
STM0794 bioB Biotin synthetase 2.03
STM0795 bioF 7-keto-8-aminopelargonic acid synthetase 2.04
Cell envelope
STM0446 bolA Morphogene; putative regulator of murein genes (BolA family) 2.18
STM0780 Putative outer membrane or exported 2.25
STM1632 Putative inner membrane protein 2.23
STM3115 yqgA Putative inner membrane protein 3.68
STM3845 Putative inner membrane protein 2.72
Cellular processes
PSLT075 traJ Conjugative transfer: regulation 2.62
PSLT077 traA Conjugative transfer: fimbrial subunit 2.68
PSLT080 traK Conjugative transfer: assembly 2.65
PSLT101 traG Conjugative transfer: assembly abd aggregate stability 2.75
STM3808 ibpB Small heat shock protein 4.06b
STM4055 sodA Superoxide dismutase, manganese 3.21
DNA metabolism
PSLT003 repC DNA replication 2.43
PSLT006 repA DNA replication 2.84
STM3648 yiaG Putative transcriptional regulator 4.38
Energy metabolism
STM0169 gcd Glucose dehydrogenase 2.13
STM0440 cyoD Cytochrome o ubiquinol oxidase subunit IV 2.85
STM0441 cyoC Cytochrome o ubiquinol oxidase subunit III 3.07
STM0442 cyoB Cytochrome o ubiquinol oxidase subunit I 3.23
STM1457 Putative respiratory-chain NADH dehydrogenase 2.07
STM3600 Putative sugar kinases, ribokinase family 3.53
STM4401 ytfG Paral putative reductase 3.23
STM4436 Putative endonuclease 3.39
STM4485 idnK D-gluconate kinase, thermosensitive 3.30
Fatty acid and phospholipid metabolism
STM4236 dgkA Diacylglycerol kinase 2.04
STM4420 Putative inner membrane protein 3.43
Hypothetical proteins
STM0954 Putative inner membrane protein 2.02
STM1838 yobF Putative cytoplasmic protein 2.25
STM4523 yjiW LexA regulated, putative SOS response 2.18
Mobile and extrachromosomal element funcitions
STM1007 Gifsy-2 prophage 3.87
STM1024 Gifsy-2 prophage 3.87
STM1029 Gifsy-2 prophage 3.71
STM1033 Gifsy-2 prophage; resembles Clp protease 4.03
STM1036 Gifsy-2 prophage: probable minor tail protein 5.16
STM1041 Gifsy-2 prophage; probable minor tail protein 2.11
STM2760 Putative integrase 4.26
Protein fate
STM0632 ybeC Putative Sec-independent protein secretion pathway component 2.20
STM3144 hybF Putative hydrogenase expression/formation protein 3.43
Protein synthesis
PSLT047 Putative cytoplasmic protein 4.47
STM0391 yaiE Putative cytoplasmic protein 2.12
STM0727 Putative cytoplasmic protein 2.23
STM1829 Putative cytoplasmic protein 2.23
STM2329 Putative cytoplasmic protein 2.23
STM4191 Putative cytoplasmic protein 2.23
STM4422 Putative cytoplasmic protein 2.11
regulated genes had been found to be induced by UV
irradiation and this result is good agreement with another
similar study that analyzed the gene expression after UV
irradiation (Quillardet et al. 2003). However, in the study
that used MMC as a DNA damaging agent instead of UV
irradiation, only a small number of known LexA-regulated
genes were induced by MMC (Khil and Camerini-Otero
2002). The Gifsy prophage was reported previously to be
strongly induced by MMC (Smith et al. 1991), while that
was inefficiently induced by UV (Bunny et al. 2002). In
addition, the responses of operons encoding genes involved
in protein synthesis, carbohydrate transport,
aerobic-ana-erobic metabolism, and cell surface structures to hydrogen
peroxide and MMC were significantly different (Frye et al.
2005). Similarly, MMC caused an increased expression of
type III secretion system (TTSS) that is necessary for
form-ing attachform-ing and effacform-ing intestinal lesions (Mellies et al.
2007), while gamma radiation reduced the transcription of
pipA, pipB, and sirC that are involved in Salmonella
patho-genicity islands (SPI) encoding TTSS in our experiment
(Table 2). The above result is compatible with our previous
result of the down-regulation of SPI genes after gamma
radiation (Lim et al. 2007). Given this background, it is
unlikely that all of the various types of DNA damaging
agents will cause equally the final cellular effects that are
of interest for radiation biology.
Therefore, the striking difference between our work and
those cited above could be possibly explained by the
qua-lity of DNA lesions. A key difference between ionizing
radia-tion-induced damage and those produced by other chemical
oxidizing agents is that a range of damage products are
locally clustered on the DNA. Ionizing radiation forms the
clustered damage, two or more elemental lesions (base
modification, abasic site, and single-strand breaks), within
about one helical turn of the DNA (Prise et al. 1999;
Suth-erland et al. 2000; Jenner et al. 2001) Although DNA
dou-ble-strand break has been predicted to be important lesions
in terms of biological effectiveness, they may simply not be
Table 1. Continued.
Gene number Gene symbol Possible function Ratioa
Regulatory functions
STM1311 osmE Transcriptional activator of ntrL gene 2.83
STM2268 micF Regulatory RNA 2.29
STM3893 9S Regulatory RNA 2.31
STM4117 yijO Putative regulator (AraC/XylS family) 4.67
Transport and binding proteins
STM2481 acrD RND family, aminoglycoside/multidrug efflux pump 2.16
STM3790 uhpA Response regulator of uhpT operon (LuxR/UhpA family) 2.33
STM3847 yidY Putative MFS family tranport protein 2.00
STM4075 ydeY Putative ABC superfamily, sugar transport protein 3.38
STM4195 Putative Na++-dependent transporter 3.84
Unclassified
PSLT048 tlpA Alpha-helical coiled coil protein 2.52
STM2746 Putative excinuclease ATPase subunit 4.85
STM2805 nrdH Glutaredoxin-like protein; hydrogen donor 2.13
STM4281 nrfE Formate-dependent nitrite reductase 3.72
Unknown function
STM0240 yaeJ Putative-tRNA hydrolase domain 2.16
STM0841 ybiU Putative cytoplasmic protein 2.04
STM1146 ymdA Putative periplasmic protein 2.24
STM1269 Putative chorismate mutase 2.21
STM1869 Homology to phage-tail assembly proteins 2.22
STM1881 yebF Putative periplasmic protein 2.72
STM2116 wzc Putative tyrosine-protein kinase in colanic acid export 3.86
STM2119 yegH Putative inner membrane protein 4.38
STM2128 ego Putative aldose transport system, ATPase component 7.09
STM2795 ygaU Putative LysM domain 3.96
STM2983 ygdI Putative lipoprotein 2.93
STM3007 ygdR Putative POT family, peptide transport protein 2.30
STM4449 Putative helix-turn-helix protein, copG family 2.18
aThe ratio is the fold increase in mRNA level in irradiated culture compared to control culture. bTen genes whose expression is most highly altered by irradiation are indicated in bold.
Table 2. Genes with reduced expression following gamma irradiation
Gene number Gene symbol Possible function Ratioa
Amino acid biosynthesis
STM0002 thrA Aspartokinase I 0.44
STM3877 asnA Asparagine synthetase A 0.42
Biosynthesis of cofactors, prosthetic groups, and carriers
STM0756 nadA Quinolinate synthetase, A protein 0.48
STM1165 grxB Glutaredoxin 2 0.44
STM1450 pdxY Pyridoxal kinase 2/pyridoxine kinase 0.17
STM2030 cbiT Synthesis of vitamin B12 adenosyl cobalamide precursor 0.36
STM3206 folB Dihydroneopterin aldolase 0.48
STM4012 Putative coproporphyrinogen III oxidase 0.14
STM4159 thiH Thiamine biosynthesis enzyme 0.32
STM4163 thiE Thiamine phosphate synthase 0.31
Cell envelope
STM0026 bcfF Fimbrial subunit 0.32
STM0157 yacH Putative outer membrane protein 0.46
STM0283 Putative inner membrane protein 0.27
STM0302 safD Putative fimbriae subunit 0.38
STM0557 Putative inner membrane protein 0.22
STM1155 htrB Lauroyl/myristoyl acyltransferase involved in lipid A biosynthesis 0.18
STM1698 Putative inner membrane protein 0.47
STM2107 wcaH GDP-mannose mannosyl hydrolase in colanic acid biosynthesis 0.50
STM2771 fljB Flagellar synthesis: phase 2 flagellin (filament structural protein) 0.33
STM3036 Putative inner membrane protein 0.09b
STM3372 mreD Rod shape-determining protein 0.49
STM4209 Putative inner membrane protein 0.50
STM4374 yjfL Putative inner membrane protein 0.07
STM4498 Putative inner membrane protein 0.06
STM4591 sthE Putative major fimbrial subunit 0.15
Cellular processes
STM0332 Putative hydrolase or acyltransferase 0.16
STM1087 pipA Pathogenicity island encoded protein: SPI3 0.18
STM1088 pipB Pathogenicity island encoded protein: SPI3 0.20
STM1233 ycfC Membrane associated protein of unknown function 0.19
STM1691 pspF Transcription activator 0.22
Cellular intermediary metabolism
STM0084 Putative sulfatase 0.46
STM0692 Putative transcriptional regulator, LysR family 0.49
STM1582 nhoA Putative arylamine N-acetyltransferase 0.34
STM2915 ygbM Putative endonuclese 0.15
DNA metabolism
STM0396 sbcD ATP-dependent dsDNA exonuclease 0.21
STM0451 hupB DNA-binding protein HU-beta, NS1 (HU-1) 0.36
STM1235 ymfB Putative MutT-like protein 0.20
STM3739 yicF Putative DNA ligase 0.45
Energy metabolism
STM0059 citD2 Putative citrate lyase acyl carrier protein (gamma chain) 0.37
STM0077 fixC Related to carnitine metabolism 0.38
STM0101 araD L-ribulose-5-phosphate 4-epimerase 0.45
STM1352 ydiS Flavoprotein 0.17
STM1468 fumA Fumarase A (fumarate hydratase class I), aerobic isozyme 0.18
STM2840 Putative flavoprotein 0.25
STM2976 fucI L-fucose isomerase 0.09b
STM3137 Putative uronate isomerase 0.10
STM3241 tdcE Pyruvate formate-lyase 4/ 2-ketobutyrate formate-lyase 0.37
STM4326 aspA Aspartate ammonia-lyase (aspartase) 0.11
STM4343 frdA Fumarate reductase, anaerobic, flavoprotein subunit 0.12
STM4432 Putative thiamine pyrophosphate-requiring enzyme 0.07
Mobile and extrachromosomal element functions
STM2634 Putative cytoplasmic protein 0.26
STM2776 iroE Putative hydrolase of the alpha/beta superfamily 0.13
Protein fate
STM0624 citC Citrate lyase synthetase (citrate (pro-3S)-lyase ligase) 0.22
used as a marker for the production of clustered damage.
The composition of base damage and the degree of
clu-stering are quite different depending on clustered lesions,
and repair processes are likely to operate with different
rates and efficiencies. So, some of clustered damages may
be of trivial important while others may dominate the
radio-biological consequences. However, the identity of
cluster-ed lesions responsible for the biological effects of radiation
remains uncertain. Understanding the long-term effects of
ionizing radiation on living organisms requires
identifi-cation of critical radiation-induced DNA lesions,
measure-ment of their repairability, and determination of the
conse-quences of misrepaired or unrepaired persistent lesions.
In conclusion, the use of DNA arrays allowed us to
inve-stigate the pattern of changes in gene expression after a
relatively high dose (1 kGy) of gamma radiation. The
com-parison of our results with similar studies previously
publi-shed showed a discrepancy between the gene expression
patterns in response to the type of DNA damaging agents,
UV radiation, MMC, hydrogen peroxide, and gamma
radia-tion. This comparison presents one possibility that a high
dose of gamma radiation may generate the specific
SOS-inducing signal due to the nature ionizing radiation, which
can cause the clustered damage of DNA.
Table 2. Continued.
Gene number Gene symbol Possible function Ratioa
Proteins synthesis
STM0269 Putative cytoplasmic protein 0.26
STM1337 pheS Phenylalanine tRNA synthetase, alpha-subunit 0.17
STM1381 orf245 Putative cytoplasmic protein 0.36
STM2375 Putative cytoplasmic protein 0.26
STM2938 Putative cytoplasmic protein 0.15
STM4186 Putative cytoplasmic protein 0.25
STM4199 Putative cytoplasmic protein 0.12
Transport and binding proteins
STM0257 Putative drug efflux protein (perhaps for chloramphenicol) 0.16
STM0364 foxA Ferrioxaminereceptor 0.22
STM0382 Putative permease 0.20
STM0463 amtB Putative Amt family, ammonium transport protein 0.21
STM0498 ybaR Putative copper-transporting ATPase 0.22
STM0665 gltI ABC superfamily (binding_prot.), glutamate/aspartate transporter 0.29
STM0770 Putative ABC transport protein 0.41
STM1493 Putative periplasmic component, ABC transport system 0.16
STM1635 Putative ABC-type polar amino acid transport system 0.47
STM2421 xapB MFS superfamily, xanthosine permease 0.39
STM2558 cadB APC family, lysine/cadaverine transport protein 0.17
STM3243 tdcC HAAAP family, L-threonine/ L-serine permease 0.36
STM3599 Putative inner membrane protein 0.45
Unclassified
STM1241 msgA Macrophage survival gene; reduced mouse virulence 0.35
STM1384 ttrC Tetrathionate reductase complex, subunit C 0.32
STM2788 Tricarboxylic transport 0.43
STM3248 garR Tartronate semialdehyde reductase (TSAR) 0.44
STM3636 lpfE Long polar fimbrial minor protein 0.36
STM4308 Putative component of anaerobic dehydrogenases 0.11
Unknown function
STM0767 dcoA Pseudogene 0.26
STM1156 yceA Putative enzyme related to sulfurtransferases 0.20
STM1774 sirC Regulation of invasion genes 0.37
STM2804 Putative cytoplasmic protein 0.25
STM3119 Putative monoamine oxidase 0.09
STM3738 yigC Putative inner membrane protein 0.42
STM3776 yicM Putative MFS family tranport protein (1st mdule) 0.38
STM4078 yneB Putative fructose-1,6-bisphosphate aldolase 0.47
STM4539 Putative glucosamine-fructose-6-phosphate aminotransferase 0.16
aThe ratio is the fold increase in mRNA level in irradiated culture compared to control culture. bTen genes whose expression is most highly altered by irradiation are indicated in bold.
ACKNOWLEDGEMENT
This study was supported by Ministry of Education,
Sci-ence and Technology (MEST), Korean government,
throu-gh its National Nuclear Technology Program.
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Manuscript Received: July 14, 2008 Revision Accepted: August 5, 2008