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Journal of Bacteriology, September 2004, p . 6179-6185, Vol . 186, No . 18
The
Small Noncoding DsrA RNA Is an Acid Resistance Regulator in Escherichia coli
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| ABSTRACT |
|---|
DsrA RNA is a small [87-nucleotide] regulatory RNA of Escherichia
coli that acts by RNA-RNA interactions to control translationand
turnover of specific mRNAs . Two targets of DsrA regulationare RpoS,
the stationary-phase and stress response sigma factor[
s],
and H-NS, a histone-like nucleoid protein and global transcription
repressor . Genes regulated globally by RpoS and H-NS includestress
response proteins and virulence factors for pathogenicE . coli .
Here, by using transcription profiling via DNA arrays,we have
identified genes induced by DsrA . Steady-state levelsof mRNAs from
many genes increased with DsrA overproduction,including multiple
acid resistance genes of E . coli . Quantitativeprimer
extension analysis verified the induction of individualacid
resistance genes in the hdeAB, gadAX, and gadBC operons.
E . coli K-12 strains, as well as pathogenic E . coli O157:H7,
exhibited compromised acid resistance in dsrA mutants . Conversely,
overproduction of DsrA from a plasmid rendered the acid-sensitive
dsrA mutant extremely acid resistant . Thus, DsrA RNA plays a
regulatory role in acid resistance . Whether DsrA targets acid
resistance genes directly by base pairing or indirectly via
perturbation of RpoS and/or H-NS is not known, but in eitherevent,
our results suggest that DsrA RNA may enhance the virulenceof
pathogenic E . coli.
| INTRODUCTION |
|---|
Regulation by RNA, termed riboregulation, plays a substantialrole in
modulating gene expression in bacteria [reviewed inreferences
14, 17, 26,
33, 42, 43, and
44] . In addition to theirclassically studied role
in plasmid maintenance [reviewed inreference 42],
Escherichia coli small RNAs act to change theconformation of
target mRNAs [DsrA and RprA], block mRNA translationby occlusion of
Shine-Dalgarno sequences [MicF, OxyS, Spf, andRyhB], degrade target
mRNAs [DsrA, Oop, and RyhB], and titratespecific protein factors
[OxyS and CsrB RNAs, 6S RNA], sometimesin combination.
Several E . coli small RNAs coordinate stress responses or virulence factors [reviewed in reference 14] . A principal advantage ofsmall RNAs as regulators is that they are not translated andtherefore cost less energy to produce than do proteins . Also, many bacterial small RNAs are relatively stable and can persist to target transcripts with high specificity by antisense interactions [reviewed in references 17 and 43] . Some small RNAs are degradedtogether with their target mRNAs [22].
One such RNA, DsrA RNA, is a small [87 nucleotides], multifunctional
genetic regulator of E . coli . DsrA RNA modulates the levels
of two global transcription regulators, RpoS [
s,
the productof the rpoS gene] and H-NS [a nucleoid protein and
transcriptionsilencer in bacteria, produced from the hns
gene] . DsrA actsby sequence-specific RNA-RNA interactions to enhance
translationof rpoS RNA and to stabilize rpoS message [18-20,
35] . In additionto its role at rpoS, DsrA
also binds hns mRNA by specific base-pairinginteractions and
blocks H-NS translation as it sharply increaseshns mRNA
turnover [18] . The first stem-loop region of DsrA melts
out to contact rpoS mRNA, whereas the second stem-loop region
of DsrA base pairs with hns mRNA . This conformational change
within DsrA acts to switch the translation state of two different
mRNA targets [reviewed in references 1 and
17] . Like that ofmany small, noncoding regulatory
RNAs, direct DsrA activityon mRNAs requires Hfq, an Sm domain
RNA-binding protein andputative RNA chaperone [reviewed in reference
43].
DsrA perturbation of H-NS and RpoS results in increased transcription of downstream genes repressed by H-NS or activated by RpoS [19, 35] . H-NS and RpoS also act in concert to permit the transcriptionof a number of stress response and virulence factor proteins[reviewed in references 3 and 15] . Many genes require additionalregulatory proteins, in conjunction with H-NS and RpoS, to tailorspecific responses to particular environmental stresses [reviewedin reference 15] . The downstream effect of DsrA is therefore predicted to be the induction of a pleiotropic stress response.
Despite the study of key components of the DsrA regulatory network, the phenotype of DsrA activity in the cell has remained elusive. Here we used a genomics approach to define the downstream effects of DsrA in E . coli . DNA array-based transcriptome analysis suggests that DsrA stimulates acid resistance, which is known to enhance the virulence of pathogenic E . coli strains [9 and referencestherein] . Both the hdeAB and glutamate-dependent [gad] acidresistance systems were induced, although the arginine-dependent [adi] genes were apparently not induced by DsrA . Furthermore, both nonvirulent [K-12] and pathogenic [O157:H7] strains of E . coli had compromised acid resistance in dsrA-null mutants. DsrA therefore plays a role in cellular acid resistance, an important feature for the survival of enteric bacteria in low-pH environments and for the virulence of pathogenic E . coli.
| MATERIALS AND METHODS |
|---|
Media, strains, and plasmids. Cells were grown in Luria-Bertani
[LB] medium [28] . Where appropriate,antibiotics
were used at the following concentrations: ampicillin,100 µg/ml;
chloramphenicol, 25 µg/ml; tetracycline,10 µg/ml; kanamycin, 50
µg/ml; streptomycin, 50µg/ml . E . coli strain M182 is
described elsewhere [8].E . coli O157:H7
strain 1957 is a clinical isolate from stoolor fecal material from
2001, provided by the Wadsworth CenterBacteriology Laboratory .
Strain M182 dsrA::cat was made by P1transduction of
the cat gene from C600 dsrA::cat, which was
provided by Susan Gottesman [National Institutes of Health,Bethesda,
Md.] . E . coli strain SM10 tra+ Kanr [
pir]
[32] wasprovided by Kelynne Reed [Austin College,
Sherman, Tex.].
Strain O157 dsrA::cat was constructed as follows . The dsrA::cat
allele, along with ca . 900 bp of the flanking chromosomal DNA
sequence, was amplified by PCR with primers W1748 [GCT CTA GAAAGA
GAC AAC GAT AAC CTC G] and W1749 [GCT CTA GAG CGT AAT CCATTA CCT CCA
G] and was cloned by blunt-end ligation into
pir-dependent
gene replacement vector pCVD442 [ori-R6K mob+ Ampr
sacB] [11]at a filled-in XbaI restriction
site . The recombinant plasmidDNA was used to transform DH5
[
pir]
and plated on LB mediumcontaining chloramphenicol and ampicillin .
The resulting plasmid,pCVD442 dsrA::cat, was screened
by restriction analysis andthen used to transform E . coli
SM10 . Separately, a streptomycin-resistantvariant of O157:H7 was
selected by plating on LB medium containingstreptomycin . This O157
[Strr] strain was mated with SM10 Kanr/pCVD442dsrA::cat
in liquid culture for 2 h at 37°C . E . coli O157 Strr/pCVD-dsrA::cat
was selected on plates [LB medium containing streptomycin and
chloramphenicol] . Selected clones were checked for kanamycin
sensitivity and ampicillin resistance by patching of coloniesonto
plates . To prepare dsrA::cat chromosomal integrants, gene
replacement was performed by growing cultures of O157 Strr/pCVDdsrA::cat
and plating on LB medium containing 5% sucrose and chloramphenicol.
Most sucrose-resistant colonies were Amps, indicating loss of
the pir-dependent gene replacement vector . The exchange of dsrA
for the dsrA::cat chromosomal allele was verified by
chloramphenicolresistance and by PCR with primers W1748 and W1749.
Plasmids pBRdsrA and pBRdsrA*H were constructed by cloning the BamHI fragment of pDDS164 [34] or pDsrA*H [19] into the BamHIsite within the Tetr gene of pBR322 . Potential clones were selectedfor ampicillin resistance and then screened for insertionalinactivation of the Tetr gene [Tets] on LB medium containingtetracycline . Clones were confirmed by restriction analysisand DNA sequencing.
Transcription profiling. Freshly streaked cells of strain
M182 containing either pBR322or pBRdsrA were grown overnight in LB
broth plus ampicillinat 37°C . Cells were then diluted 1:100 into 30
ml of LBbroth plus ampicillin for growth at 30°C to induce DsrA
[35] . Cells were grown with vigorous shaking to an
optical densityat 600 nm of 0.3 to 0.4 . Total cellular RNA was
prepared andused to make labeled cDNA by reverse transcription in
the presenceof [
-33P]dATP
[NEN] . An oligonucleotide mixture complementaryto every E . coli
mRNA 3' end [Sigma-Genosys] was used to primecDNA synthesis . The
33P-labeled total cellular cDNA was usedto probe
filter-based DNA arrays [Sigma-Genosys] as previouslydescribed [39] .
Filters were then exposed to phosphorimagerscreens [Molecular
Dynamics, Inc.] and scanned . Images werequantified with Arrayvision
software [Imaging Research, St.Catharines, Ontario, Canada] . The
experiment was performed twice.Hybridization signals were normalized
to total genomic DNA standardspresent on each filter . Differential
expression for each setof experiments was determined for individual
genes by dividingthe signal from the DsrA-overproducing strain by
that of theplasmid control . For images of arrays and spot data
files, seethe supplemental material.
Primer extension analysis. RNA was extracted and primer
extension was performed as previouslydescribed [5,
18] . Primer sequences are as follows: adiA + 74,
CTT GAT GGA GAA ACT CGC TTT CAA C; adiY + 83, AGT TCT CGC TAAAGC AAA
GCG ATA C; gadA + 48, CGT TAA CAG CTT CTG GTC CAT TTCG; gadB + 64,
GTT CCG ACC TTA AAT CCG TTA CTT G; gadX + 89,GGT GAG AAT ATA TTT ATG
TCT TGC; nfnB + 37, TAT CCA TAA AGACTC CAT GTG AAA G; W538dsrA, GAA
ACT TGC TTA AGC AAG AAG C.The hns- and stpA-specific
primers [48] and the hdeA-specificprimer [2]
are as previously described . All DNA oligonucleotideswere purified
via elution from polyacrylamide gels . The DNAoligonucleotides were
end labeled with [
-32P]ATP
[Perkin-Elmer/NEN]and T4 polynucleotide kinase [New England Biolabs]
as previouslydescribed [28], extracted with 1
volume each of phenol and thenwith chloroform-isoamyl alcohol
[24:1], and purified by TE-10spin column chromatography [Clontech].
Acid resistance assays. Cultures of strains M182 and O157 and their respective dsrAmutants and merodiploid strains were grown overnight at 37°Cand tested by dilution into LB medium at pH 2.0 as previouslydescribed [13], except that samples were taken each hour forplating for up to 6 h of acid treatment at 37°C . Cells werediluted in 10 mM Tris-HCl [pH 7.5]-1 mM magnesium chloride priorto plating . Percent survival is given as the titer of the CFUof acid-tested cells compared to that of a zero-time, untreatedcontrol sample.
| RESULTS |
|---|
Global mRNA analysis. To determine the downstream effects of
DsrA, we induced DsrAexpression from a plasmid . Changes in the
expression of totalcellular RNA from cultures with and without DsrA
overproductionat 30°C were compared by using genomic DNA filter
arrays.Whereas transcript levels from many genes increased or
decreasedseveralfold [Table 1], a number of genes
related to acid resistancewere strongly induced by DsrA
overproduction [Table 1, top].The hdeAB
operon, which encodes the H-NS-repressed acid resistanceproteins
HdeA and HdeB [12, 46, 47],
produced 10- to 26-foldhigher hdeA transcript levels and 12-
to 43-fold higher hdeBtranscript levels when DsrA was
overproduced [Table 1, lines1 and 2] . Other H-NS-
and RpoS-regulated acid resistance operonelements were also induced .
For example, the gadAX operon, whichencodes glutamate
decarboxylase, GadA, and its positive regulator,GadX [40],
was induced as much as threefold [Table 1, lines4
and 5] . Similarly, a gene that encodes a positive regulatorof
arginine-dependent acid resistance, adiY, was induced ca.
fivefold [Table 1, line 7] [38].
|
Primer extension analysis. To verify and quantitate induction
of the specific genes mentionedabove, as well as to check for the
overexpression of severalgenes expected to be induced that were not
seen by array analysis,we measured the levels of key transcripts by
gene-specific primerextension analysis . Cells containing plasmid
vector were comparedto cells overproducing either DsrA or a mutant
DsrA variantfrom a plasmid . Identical growth conditions were used
for thearray and primer extension analyses . The mRNA levels of the
acid resistance genes hdeA, gadA, gadX, gadB,
adiY, and adiAwere analyzed [Fig . 1;
quantitation in Table 1, column five;data for
adiY and adiA not shown] . As a positive control, we
determined the transcript levels of stpA . StpA is an H-NS paralog
that is induced in hns mutants [48] and that
registered a 1.2-to 2.3-fold increase in the array analysis [Table
1, line 18].As a negative control, levels of the
unrelated nfnB nitroreductasemRNA were also checked [4].
|
The data confirm the induction of several types of acid resistance
genes by DsrA, and the lengths of all cDNAs are consistent with
transcription starting at the major promoter of each gene . Thelevels
of hdeA transcript were increased 26-fold, corresponding
exactly to those determined by the array analysis [Fig . 1,
panel5, and Table 1, line 1] . The levels of
gadA mRNA were also increased,by a factor of 3.5, again
providing correspondence between thetwo methods [Fig .
1, panel 2, and Table 1, line 4], and stpA
mRNA was increased 3.1-fold [Fig . 1, panel 4] . A modest
2.6-foldincrease observed for gadX mRNA was again
corroborative [Fig.1, panel 1, and Table
1, line 5] . Interestingly, we also founda 3.5-fold
increase in gadB mRNA, whereas such induction hadbeen
undetectable by array analysis [Fig . 1, panel 3, and Table
1, line 6] . We attribute the differences between the two
methodsto the fact that oligonucleotide cDNA primers for the array
analysis were optimized for cloning of the PCR products displayed
on the arrays [25] and not necessarily for annealing to
thespecific mRNAs . Conversely, although the adiY transcript
was3.7- to 5.7-fold elevated in the array analysis [Table
1, line7], we were unable to detect either adiY
or adiA transcriptsby primer extension analysis [data not
shown] . Regardless, sincegadB and gadC form an operon
and since gadC is required forglutamate decarboxylase-based
acid resistance [9], we can concludethat both the
hdeAB and glutamate-dependent acid resistance[gad]
genes are induced by DsrA.
To confirm that changes in transcript levels resulted from DsrA function, we measured acid resistance gene transcripts after induction of a DsrA variant, DsrA*H, which is compromised in its ability to regulate hns or rpoS [Fig . 1, all panels, laneM] [19] . Variant plasmid pBRdsrA*H generated levels of DsrA*H mutant RNA comparable to those generated by the wild-type DsrAplasmid [Fig . 1, panel 6, compare lanes D and M] . The plasmidsthat produce DsrA and DsrA*H are isogenic except for five pointmutations within the dsrA gene . DsrA*H is unable to base pairwith hns mRNA and cannot significantly activate the translationof rpoS mRNA, although DsrA*H can pair with an altered hns allele [19] . These data indicate that DsrA and not other plasmid productsor sequences induced these acid resistance genes.
Acid resistance phenotype test. The pattern of gene induction described above suggests a rolefor DsrA in acid resistance . Consistent with these observations,in preliminary experiments E . coli K-12 strain M182, overexpressingDsrA from one of several plasmids, displayed increased acidtolerance at pH 3.8 by a factor of 12- to 5,000-fold relativeto that of control M182 cells [data not shown] . To confirm aphysiological role for DsrA in acid resistance, we comparedE . coli M182 to an otherwise isogenic dsrA-null mutant [M182dsrA::cat] for the ability to survive immersion in pH 2 medium.Growth and acid treatment were at 37°C . The K-12 strainswith dsrA deleted were killed more readily at pH 2 than wasthe wild type [Fig. 2A and B, compare filled and open circles].The downward trend indicates a 102- to 103-fold disadvantage in survival at low pH between 1 and 5 h for the dsrA mutant, supporting a physiological role for DsrA.
|
To verify that DsrA is responsible for the acid resistance seen,we
complemented the dsrA-null strain with wild-type or mutant
DsrA produced in trans from a plasmid [Fig . 2A, filled
and opentriangles] . Wild-type DsrA overproduction in the dsrA-null
mutantrendered M182 strongly acid resistant even up to 6 h of
treatmentat pH 2 . The strain overproducing DsrA was up to 106-fold
moreacid resistant than the dsrA mutant.
Curiously, we saw a partial restoration of acid resistance inthe dsrA-null mutant when we overproduced the altered DsrA*H variant in trans from a plasmid [Fig . 2A, compare open circlesand open triangles] . The DsrA*H-producing plasmid restored alevel of acid resistance comparable to that of the wild-typestrain [Fig . 2A, cf . filled circles and open triangles] . However,wild-type DsrA was considerably more effective than DsrA*H forpromoting acid resistance survival when overproduced [103-folddifference at 6 h] [Fig . 2A, cf . open and filled triangles].As DsrA*H cannot act directly on hns or rpoS RNA, an independent mechanism of acid resistance is implied, possibly via directDsrA base pairing with other RNAs, such as, for example, putativemRNA targets argR, ilvI, and rbsD [19] . Nevertheless, the strongand persistent acid resistance phenotype of the DsrA-overproducingstrain, coupled with compromised acid resistance in dsrA-nullmutants relative to the wild type, substantiates the physiologicalrelevance of DsrA in acid resistance.
Acid resistance in a pathogen. The ability to survive at a low pH in the stomach is consideredto be a factor that permits pathogenic bacteria to establishan infection [9 and references therein] . We theorized that theenterohemorrhagic pathogen E . coli O157:H7 might use DsrA toinduce acid resistance . Accordingly, we assayed E . coli O157:H7and its dsrA null mutant for acid resistance . An E . coli O157 clinical isolate displayed patterns of acid resistance differentfrom those of K-12 laboratory strain M182 [Fig . 2B, cf . circles and squares], with the pathogenic strain E . coli O157 being considerably more acid resistant than K-12 . Again we found a clear trend of compromised acid resistance in the dsrA::cat mutant [Fig . 2B, cf . filled and open squares], with a 10- to75-fold reduction in acid resistance of E . coli O157 in theabsence of DsrA.
| DISCUSSION |
|---|
DsrA global effects. The mRNA levels of many genes increase,
while levels of severalmRNAs decrease in response to DsrA
overproduction [Table 1].The affected genes are
distributed around the chromosome andperform multiple functions
[Table 1 and Fig . 3A] . Most notably,
acid resistance genes are induced by DsrA overexpression [Table
1 and Fig . 1] . Apart from acid resistance,
no single unifyingtheme emerged from our analysis of these data,
although regulatedgenes include membrane proteins and sugar
metabolism operons[Fig . 3A] . These array data, in
combination with studies ofspecific genes, serve as a departure
point for generation oftestable hypotheses . The role of
condition-specific regulatoryfactors may predominate; for example,
only two of the flagellarregulatory and synthesis genes were induced
[Table 1, lines22 and 23], and not a multigene
cascade . Thus, hypotheses generatedfrom these data could be
individually tested under appropriateconditions and strains, as was
done for acid resistance [Fig.2] . Not all genes
were detected by arrays [e.g., stpA, Table1,
line 18], possibly because of suboptimal annealing of cDNAprimers,
mRNA secondary structures, or degradation at the 3'ends.
|
DsrA enhances acid resistance. In comparisons of wild-type and
dsrA-null mutants, both E . coliK-12 and pathogenic
O157 strains are compromised in the abilityto survive a low-pH
challenge if dsrA is knocked out [Fig . 2].
Also, dsrA mutants were rendered strongly acid resistant by
overproduction of DsrA in trans . Taken together, these results
imply a physiological role for DsrA in acid resistance . Multipleacid
resistance responses [gadAX, gadBC, and hdeAB operons]
are depicted as part of a DsrA regulatory circuit [Fig . 3B].
DsrA presumably acts indirectly, via H-NS and RpoS . However,in
some cases DsrA may act directly [Fig . 3B, gray dotted arrow],
by RNA-RNA interactions with specific target mRNAs, as it does
with hns and rpoS . One such example is the periplasmic
ribose-bindingprotein operon [rbs] transcript, which was
identified as a potentialDsrA target by virtue of complementarity [19],
and which isdepressed about threefold when DsrA is induced [Table
1, line14].
The greater effectiveness of wild-type DsrA than DsrA*H in complementingthe dsrA-null mutant for survival at low pH should be considered[Fig . 2A] . Clearly, DsrA*H cannot induce hde or gad acid resistancegenes [Fig. 1] . It is feasible that either DsrA*H or plasmid sequences titrate out a regulatory molecule such as Hfq or LeuO, respectively [16, 36] . LeuO and Hfq have both been shown tocomplement an hns mutant for repression of certain acid-induciblegenes [29, 30] . Another possibility is that an additional, H-NS-independentpathway is responsible for DsrA*H partially complementing theDsrA null mutant . DsrA interacts with hns and rpoS mRNAs bydifferent base pairing via discrete portions of the DsrA molecule[17] . The hypothesis that DsrA might interact with another targetvia different nucleotides than those mutated in DsrA*H is thereforea viable option . DsrA contains regions of antisense complementarityto at least another three genes, namely, argR, ilvI, and rbsD [19], although direct base pairing between DsrA and these mRNAshas not been demonstrated.
Other acid resistance gene networks that are independent ofDsrA [e.g., those regulated by EvgA-YdeO-YhiE or GadW] undoubtedlycombine with these networks to impart acid resistance [23, 41].It is noteworthy that E . coli O157 possesses the same threeacid resistance systems found in K-12 [9] . Since E . coli O157contains >1.4 Mb of DNA absent from K-12 [reviewed in reference45], it is likely that the pathogen utilizes additional anddivergent regulation of gene expression that significantly enhancesacid resistance.
Concerted acid and osmotic shock stress responses. Surprisingly, while low temperature induces DsrA [24], low temperaturedoes not induce gadA in wild-type or dsrA-null strains [R.A.L.,unpublished data], suggesting specific integration of appropriateenvironmental signals in acid resistance regulation . Also, besidesits role in acid resistance, DsrA protects E . coli from osmoticshock . DsrA induces the proU hyperosmotic shock operon proVWXby more than threefold [Table 1, line 9] [19] and the hypo-osmoticshock gene ompF by 2- to 2.5-fold [Table 1, line 12] . Under hyperosmotic conditions, dsrA knockout mutants are compromised for survival [21] . Thus, osmotic and acid stress responses maybe integrated via DsrA [Fig . 3B] . Interestingly, both hyper-and hypo-osmotic shock conditions induce expression of gad acidresistance genes [10], consistent with interdependence of acidand osmotic shock protective mechanisms . A unifying theme isthat maintenance of membrane chemiosmotic potentials and controlof cell permeability would be common to these and other stressresponses.
DsrA as a virulence factor coordinator. The mRNA for the acid resistance and virulence factor regulatoryprotein GadX is induced by DsrA overexpression [Table 1, line5; Fig . 1, panel 1, and 3B], repressed by H-NS, and activated by RpoS [Fig . 3B] [40] . GadX [formerly YhiX] is an AraC-likeregulator produced from the gadX promoter, as well as cotranscriptionallyfrom the gadAX operon . GadX functions as a master activator[and autoactivator] for gadAX, gadBC, hdeAB, and hdeD, and other acid resistance-related genes [Fig . 3B] [23, 41] . GadX alsorepresses Per, a regulatory protein of enteropathogenic E . colithat is absent from enterohemorrhagic E . coli [EHEC] strainssuch as O157 . In these enteropathogenic E . coli strains, Peractivates virulence factors produced from a bacterial pathogenicityisland [LEE] [31 and references therein] . In EHEC strains, LEE virulence factors are induced by quorum sensing and a regulatory cascade that involves RpoS induction, as well as factors that antagonize H-NS silencing of LEE [7, 37] . Coordination of acidresistance and adherence phenotypes by DsrA modulation of RpoSand H-NS levels could benefit bacteria that pass from the low-pHenvironment of the stomach to sites of potential attachmentand effacement in the intestine.
| ACKNOWLEDGMENTS |
|---|
We thank Jonathan Hibbs and Susan Gottesman for generously providing
bacterial strains; Kelynne Reed for strains and advice; LoriConlan,
Colin Coros, Coby Slagter-Jäger, and David Edgellfor comments on the
manuscript; and M . Carl and J . Dansereaufor help with the manuscript
and figures, respectively . We appreciatethe services of the
Wadsworth Center Molecular Genetics andGenomics Core Facilities .
Sarah Woodson provided laboratoryresources, as well as valuable
comments on the manuscript.
This work was supported by NIH grants GM39422 and GM44844 toM.B . and GM46686 to Sarah Woodson.
| FOOTNOTES |
|---|
* Corresponding author . Mailing address: Department of
Biophysics, Jenkins Hall, Homewood Campus, The Johns Hopkins University, 3400 N .
Charles St., Baltimore, MD 21218 . Phone: [410] 516-6536 . Fax: [410] 516-4118 .
E-mail: ral@jhu.edu .
Supplemental material for this article may be found at http://jb.asm.org.
| REFERENCES |
|---|
What Is Bioremediation?,
What Is Cell Biology?,
What Is Growth Medium?,
What Is Genetics?,
What Is Yeast?,
r,
Bacteriology,
a,
Microbe,
i,
Microorganisms,
n,
Microbiology,
c,
Bacteria,
a,
Yeasts,
a,
Microbial,
s,
Microbial,
e,
Microbial,
n,
Pasteurella,
n,
Erythromycin,
c,
Bacillus,
e,
Campylobacter,
n,
Streptococci,
c,
S. cerevisiae,
a,
Bacillus,
r,
Clostridia,
o,
Meningococcus,
c,
Pasteurella,
c,
Haemophilus,
e,
Staphylococcus aureus,
n,
Salmonella,
c,
Antimicrobial,
o,
Eubacter,
s,
Yeasts,
n,
Haemophilus
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