Skip to main content
Applied and Environmental Microbiology logoLink to Applied and Environmental Microbiology
. 2020 Jan 21;86(3):e01888-19. doi: 10.1128/AEM.01888-19

Anaerobic Degradation of Syringic Acid by an Adapted Strain of Rhodopseudomonas palustris

J Zachary Oshlag a,b, Yanjun Ma a, Kaitlin Morse a, Brian T Burger a, Rachelle A Lemke a, Steven D Karlen a,c, Kevin S Myers a, Timothy J Donohue a,d, Daniel R Noguera a,b,
Editor: Hideaki Nojirie
PMCID: PMC6974649  PMID: 31732577

Lignin is the most abundant aromatic polymer on Earth and a resource that could eventually substitute for fossil fuels as a source of aromatic compounds for industrial and biotechnological applications. Engineering microorganisms for the production of aromatic-based biochemicals requires detailed knowledge of the metabolic pathways for the degradation of aromatics that are present in lignin. Our isolation and analysis of a Rhodopseudomonas palustris strain capable of syringic acid degradation reveal a previously unknown metabolic route for aromatic degradation in R. palustris. This study highlights several key features of this pathway and sets the stage for a more complete understanding of the microbial metabolic repertoire required to metabolize aromatic compounds from lignin and other renewable sources.

KEYWORDS: Rhodopseudomonas, anaerobic aromatic degradation, aromatic compounds, biodegradation, lignin, photoheterotrophic, syringic acid, vanillic acid

ABSTRACT

While lignin represents a major fraction of the carbon in plant biomass, biological strategies to convert the components of this heterogeneous polymer into products of industrial and biotechnological value are lacking. Syringic acid (3,5-dimethoxy-4-hydroxybenzoic acid) is a by-product of lignin degradation, appearing in lignocellulosic hydrolysates, deconstructed lignin streams, and other agricultural products. Rhodopseudomonas palustris CGA009 is a known degrader of phenolic compounds under photoheterotrophic conditions via the benzoyl coenzyme A (CoA) degradation (BAD) pathway. However, R. palustris CGA009 is reported to be unable to metabolize meta-methoxylated phenolics, such as syringic acid. We isolated a strain of R. palustris (strain SA008.1.07), adapted from CGA009, which can grow on syringic acid under photoheterotrophic conditions, utilizing it as a sole source of organic carbon and reducing power. An SA008.1.07 mutant with an inactive benzoyl-CoA reductase structural gene was able to grow on syringic acid, demonstrating that the metabolism of this aromatic compound is not through the BAD pathway. Comparative gene expression analyses of SA008.1.07 implicated the involvement of products of the vanARB operon (rpa3619, rpa3620, rpa3621), which has been described as catalyzing aerobic aromatic ring demethylation in other bacteria, in anaerobic syringic acid degradation. In addition, experiments with a vanARB deletion mutant demonstrated the involvement of the vanARB operon in anaerobic syringic acid degradation. These observations provide new insights into the anaerobic degradation of meta-methoxylated and other aromatics by R. palustris.

IMPORTANCE Lignin is the most abundant aromatic polymer on Earth and a resource that could eventually substitute for fossil fuels as a source of aromatic compounds for industrial and biotechnological applications. Engineering microorganisms for the production of aromatic-based biochemicals requires detailed knowledge of the metabolic pathways for the degradation of aromatics that are present in lignin. Our isolation and analysis of a Rhodopseudomonas palustris strain capable of syringic acid degradation reveal a previously unknown metabolic route for aromatic degradation in R. palustris. This study highlights several key features of this pathway and sets the stage for a more complete understanding of the microbial metabolic repertoire required to metabolize aromatic compounds from lignin and other renewable sources.

INTRODUCTION

As one of the major biopolymers present in plant tissues, lignin has the potential to serve as a renewable source of carbon for the biomass-based production of compounds that are currently derived from petroleum. Unfortunately, the ability to derive chemicals of commercial, chemical, or medicinal value from lignin is limited by a lack of the information needed to improve the biological conversion of the aromatics in lignin into valuable products. We are interested in improving our understanding of how bacteria metabolize the aromatic building blocks in lignin and using this information to develop strategies that allow the conversion of this major component of plant cell walls into valuable products.

Syringic acid and other meta-methoxy-substituted phenolic compounds are plant-derived aromatics that present both a hindrance and a potential source of value to the chemical, fuel, and biotechnology industries (13). Originating from the guaiacyl (coniferyl alcohol) and syringyl (sinapyl alcohol) phenylpropanoids that are polymerized into lignin during secondary cell wall formation (1), meta-methoxylated aromatics are frequently present in products generated from deconstructed biomass (4). While present at low concentrations in sugar-rich lignocellulosic hydrolysates, these methoxylated aromatics can nonetheless induce stress responses (2, 5) and cause toxicity (6, 7) in non-aromatic-degrading microbes, leading to decreases in both microbial growth and biofuel yield during fermentation (8, 9). Further, these phenolics are present at much higher concentrations in solubilized lignin streams produced with emerging technologies (1013). Incorporation of meta-methoxylated aromatics into the metabolism of an appropriate, genetically tractable microorganism could provide a promising and efficient route for monolignol valorization through the identification and optimization of the biochemical pathways involved.

To expand the ability of microbes to metabolize syringic acid and related plant-derived aromatic compounds, we are studying Rhodopseudomonas palustris, a metabolically versatile, well-characterized, and genetically tractable purple nonsulfur alphaproteobacterium (1416) that has a proven and well-understood ability to utilize aromatic monomers (17, 18). Under anaerobic conditions, R. palustris uses the benzoyl coenzyme A (CoA) degradation (BAD) pathway to cleave the aromatic ring of monoaromatic compounds after activation of the molecule via coenzyme A ligation (19). The diversity of aromatic compounds that R. palustris can degrade depends on the existence of accessory pathways that transform aromatic monomers to the common BAD pathway intermediates benzoyl-CoA or 4-hydroxybenzoyl-CoA (20, 21). In addition, previous studies have shown that the growth of R. palustris in lignocellulosic hydrolysates that contain a mixture of plant-derived organic compounds allows for the degradation of aromatic monomers that do not support growth when supplied as the sole carbon source in defined medium (21).

Here we describe studies aimed at understanding the metabolism of syringic acid by an adapted R. palustris strain. By supplying syringic acid to a series of successive cultures, we isolated a strain of R. palustris capable of utilizing this meta-methoxylated aromatic as the sole source of organic carbon. We analyzed the degradation of syringic acid by this adapted isolate, R. palustris SA008.1.07, in defined laboratory medium to provide insight into the mechanisms involved in the degradation of this aromatic monomer.

RESULTS AND DISCUSSION

Isolation of a syringic acid-degrading R. palustris strain.

R. palustris CGA009 is reported to be unable to grow photoheterotrophically with syringic acid as the sole organic carbon source (14). To explore the potential for R. palustris to evolve the capacity to degrade syringic acid, we established a series of anaerobic cultures in which CGA009 was provided with a combination of syringic acid, benzoic acid, and 4-hydroxybenzoic acid (4-HBA), with the last two being established growth substrates for this strain (22, 23). Cultures were kept under illumination and anaerobic conditions for at least 1 week after growth had reached stationary phase. At the conclusion of each growth phase, extracellular samples from each culture were assayed for the presence of aromatic acids. Cultures showing some decrease in the extracellular syringic acid concentration were used as an inoculum for new cultures containing an equal or higher proportion of syringic acid in the medium (Fig. 1). This process was iterated five times with increases in the proportion of syringic acid in the medium until cells were growing on medium in which syringic acid represented 80% of the organic carbon added (measured as chemical oxygen demand [COD]). The highest-performing culture at this stage, as determined by total syringic acid consumption from the medium (culture 5.14 in Fig. 1), was plated photoheterotrophically onto solid medium containing this compound as the sole source of organic carbon, and 14 colonies were picked after 2 weeks of incubation. The isolated colonies were then used to inoculate separate liquid photoheterotrophic cultures containing syringic acid as the sole source of organic carbon, and the highest performing of these cultures were incubated in a second round of liquid photoheterotrophic growth on medium containing syringic acid as the sole organic carbon source. From a second anaerobic plating (from culture 7.07 in Fig. 1), 12 colonies were obtained. To further test that these cells acquired the ability to grow solely on syringic acid, cells in isolated colonies were first grown photoheterotrophically on succinate and then subcultured to a medium containing syringic acid as the sole photoheterotrophic carbon source. The isolate that degraded the most syringic acid under photoheterotrophic conditions (Fig. 2), hereafter referred to as strain SA008.1.07, was selected for further testing.

FIG 1.

FIG 1

Final cell density (bars; Klett units) and percentage of syringic acid in the culture medium (blue triangles) during sequential anaerobic incubations. Culture 1.02 was started from a colony of R. palustris CGA009 that did not exhibit significant metabolism or growth on syringic acid as a sole carbon source. Each culture was seeded from a subculture of the prior one, except in the two instances indicated as 1st plating and 2nd plating in the figure. Cells were plated and single colonies were selected for isolation prior to the inoculation of cultures 6.08 and 8.1.07. The initial COD of the medium, used as a measurement of bioavailable organic carbon, was maintained at 1 g COD/liter in all cultures by decreasing the proportion of benzoic acid and 4-HBA upon increases in the syringic acid concentration. All cultures were grown anaerobically at 30°C in sealed glass tubes under constant illumination.

FIG 2.

FIG 2

Syringic acid consumption by 12 strains isolated from culture 7.07 (Fig. 1). Strain SA008.1.07 had the highest syringic acid transformation and was selected for further study. The initial concentration of syringic acid in these cultures was 3.47 mM.

Identification of DMBQ as a compound that accumulates extracellularly during growth on syringic acid by SA008.1.07.

We found that when SA008.1.07 used syringic acid as a sole source of organic carbon under anaerobic, photoheterotrophic conditions (Fig. 3), an orange-yellow tint appeared during early stages of culture growth. However, as growth progressed, the color of the culture became dark and distinguishable from the deep-red color of the accumulating biomass.

FIG 3.

FIG 3

Anaerobic growth of R. palustris SA008.1.07 (red) on 5 mM syringic acid compared to that of parent strain CGA009 (blue) and a light-exposed abiotic control (gray). Solid lines show growth (in Klett units) (●), and dashed lines track the concentrations of syringic acid (□). SA008.1.07 consumed approximately half of the syringic acid initially present in the medium, while CGA009 did not grow on syringic acid. Error bars represent standard deviations from experiments performed in triplicate.

High-performance liquid chromatography (HPLC) analysis of the medium before and after the growth of SA008.1.07 revealed the accumulation of a light-absorbing unknown product that eluted at 8.4 min (Fig. 4A). By analyzing standards of aromatics that are known or potential syringic acid degradation by-products (3-O-methyl gallic acid, gallic acid, vanillic acid, protocatechuic acid) by HPLC, we determined that none of these compounds were found at detectable levels in supernatants from SA008.1.07 cultures. A liquid chromatography-tandem mass spectrometry (LC-MS/MS) examination of the extracellular unknown indicated an m/z ratio of 169.05 (Fig. 4B). For further analysis of this unknown, an extractive procedure was performed on the medium, partitioning the compounds into ethyl acetate (EtOAc) or dichloromethane (DCM) (see Materials and Methods), and both fractions were analyzed by nuclear magnetic resonance (NMR). Syringic acid was identified as the major product in the 1H NMR of the DCM extract, based both on its spectrum and on a comparison to that of a commercially purchased standard (Fig. 4E). The 1H NMR of the EtOAc extract (Fig. 4E) contained two major peaks, indicative of methoxy groups and hydrogen atoms on an aromatic ring. Neither of these signals were split, indicating a lack of coupling to adjacent hydrogen atoms in the compound. The predicted molecular weight of the unknown (∼168.05 g/mol, based on the positive ionization mass spectrometry [MS] spectrum) and the 1H NMR pattern suggested that 3,5-dimethoxy-1,4-benzoquinone (DMBQ) was the compound that accumulated during growth on syringic acid. Indeed, NMR (Fig. 4E) and MS analysis (Fig. 4D) of a commercial DMBQ standard, which also has an orange-yellow tint (CAS number 530-55-2), showed that it was indistinguishable from the extracellular product that accumulates when SA008.1.07 is grown on syringic acid.

FIG 4.

FIG 4

Identification of DMBQ as a soluble extracellular product of SA008.1.07 grown on syringic acid cultures. (A) HPLC contour view of PM-syringic acid medium after SA008.1.07 growth, showing peaks at 8.4 and 9.7 min, with the latter peak corresponding to syringic acid. (B) An LC-MS/MS trace of the compound isolated from the peak collected at 8.4 min suggests an m/z ratio of 169.04 g/mol (molecular weight, ∼168 g/mol). (C) HPLC contour view of the DMBQ standard, showing that the retention time matches that of the unknown peak in panel A. The peak at 4 min is DMSO. (D) LC-MS/MS trace of commercially purchased DMBQ, showing a match to the MS spectrum of the unknown peak in panel B. (E) NMR trace of EtOAc-extracted culture medium, an authentic DMBQ standard, DCM-extracted culture medium, and an authentic syringic acid standard.

DMBQ inhibits the growth of R. palustris SA008.1.07.

Since syringic acid was not totally degraded in the SA008.1.07 cultures (Fig. 3), we investigated whether the presence of DMBQ affected syringic acid metabolism by this strain. In one test of this hypothesis, we analyzed the photoheterotrophic growth of SA008.1.07 in cultures containing 3 mM syringic acid and various concentrations of DMBQ (Fig. 5). When the initial DMBQ concentration was 0.15 mM or above, we observed complete inhibition of growth (as scored by cell density) and of syringic acid degradation (Fig. 5). In experiments with initial DMBQ concentrations of less than 0.15 mM, growth and syringic acid degradation occurred, and extracellular DMBQ concentrations increased to about 0.19 mM. Thus, the results of this experiment suggested that, over the range of concentrations tested, DMBQ had an inhibitory effect on syringic acid degradation and cell growth. The inhibitory effect increased as the DMBQ concentration increased, suggesting that the buildup of DMBQ in medium containing syringic acid can prevent its total degradation by SA008.1.07. To test this hypothesis, we added 0.3 mM DMBQ (a concentration that approximates the amount found in stationary-phase syringic acid-grown cultures) to an SA008.1.07 culture when growth on syringic acid was detected (see Fig. S1 in the supplemental material). We found that the addition of 0.3 mM DMBQ arrested growth and blocked further syringic acid degradation in this culture compared to the findings for a control not receiving any added DMBQ.

FIG 5.

FIG 5

Effect of DMBQ on syringic acid degradation by SA008.1.07. The cultures received 3 mM syringic acid and various starting concentrations of DMBQ (black, 0 mM; violet, 0.03 mM; blue, 0.06 mM; green, 0.15 mM; yellow, 0.3 mM; red, 0.6 mM). (A) Solid lines show the cell density (in Klett units) (●); dashed lines show the syringic acid concentration (□). (B) DMBQ concentrations. As the initial concentration of DMBQ increased, cell growth and syringic acid degradation decreased. Cultures with DMBQ concentrations of 0.15 mM or greater showed no growth.

To test whether the negative impact of DMBQ on growth was seen in cells grown in the presence of other aromatic substrates, we tested its effects on photoheterotrophic cultures grown on equimolar amounts of benzoic acid and 4-HBA. In this case, we found that addition of 0.3 mM DMBQ to growing SA008.1.07 cultures reduced the rates of growth and of aromatic degradation compared to those for a control not receiving DMBQ (Fig. S2). However, the extracellular DMBQ concentrations decreased in these cultures, suggesting a low rate of DMBQ degradation that was not evident in experiments with syringic acid. To test the effect of DMBQ on cells growing on a nonaromatic substrate, SA008.1.07 was grown on succinate with various concentrations of DMBQ (Fig. S3). In this case, a lag phase was observed when DMBQ concentrations were 0.06 and 0.3 mM, and complete growth inhibition was observed at 0.6 mM. There was also the apparent degradation of DMBQ in these cultures (Fig. S3). These results indicate that the inhibitory effect of DMBQ on growth or substrate utilization is not specific to cells that are using syringic acid as a sole organic carbon source. However, the inhibitory effect of exogenous DMBQ was more pronounced in cultures growing on aromatic substrates than in those growing on succinate as an organic carbon source. Furthermore, the evidence obtained with these experiments is not sufficient to determine whether DMBQ is in the syringic acid degradation pathway. For instance, a benzoquinone has been described to be a toxic intermediate in the degradation pathway of pentachlorophenol by Sphingobium chlorophenolicum (24). The decrease in the DMBQ concentration observed in experiments with 4-HBA and succinate could be a result of DMBQ either being slowly degraded or reacting with cellular components, as described for tetrachlorobenzoquinone in S. chlorophenolicum (24).

Syringic acid degradation by R. palustris SA008.1.07 does not require the BAD pathway.

To date, the only known route for photoheterotrophic degradation of aromatic compounds in R. palustris is through the BAD pathway (19) (Fig. S4). To examine the role of the BAD pathway in syringic acid degradation by SA008.1.07, we created SAΔbadE, a mutant of this adapted strain lacking the benzoyl-CoA reductase gene. This deletion is sufficient to block the anaerobic degradation of all tested aromatic substrates in wild-type strain R. palustris CGA009 (19). We found that the SAΔbadE mutant strain lacks the ability to consume benzoic acid or 4-HBA, as expected (Table 1). However, we also found that SAΔbadE grows on syringic acid, exhibiting a behavior similar to that of the parent strain, SA008.1.07 (Fig. 6). We also examined the role of the peripheral HBA pathway, responsible for the conversion of 4-HBA into benzoyl-CoA (Fig. S4), in the growth of strain SA008.1.07 on syringic acid. To do this, we created SAΔhbaB, a mutant of SA008.1.07 which lacks the 4-hydroxybenzoyl-CoA reductase gene, which is known to be required for 4-HBA metabolism in R. palustris CGA009 (25). As expected, we found that the SAΔhbaB mutant lacks the ability to degrade 4-HBA, yet it can degrade benzoic acid (Table 1). As with the SAΔbadE mutant, we found that SAΔhbaB maintained the ability to grow on and degrade syringic acid (Fig. 6).

TABLE 1.

Endpoint analysis of R. palustris SA008.1.07 bad and hba mutants grown in PM medium containing benzoic acid and 4-HBAa

Culture Benzoic acid concn (mM) 4-HBA concn (mM) Final cell density (Klett units)
SA008.1.07 ND ND 172
SAΔbadE 1.36 1.45 18
SAΔhbaB ND 1.43 81
a

The PM medium contained benzoic acid at 1.41 mM and 4-HBA at 1.63 mM. ND, not detected.

FIG 6.

FIG 6

Photoheterotrophic degradation of syringic acid by R. palustris strains SA008.1.07 (blue), SAΔbadE (red), and SAΔhbaB (gray). Solid lines show the cell density (in Klett units) (●), dashed lines show the concentrations of syringic acid (□), and dotted lines show the DMBQ concentrations (Δ).

From these experiments, we conclude that neither the peripheral HBA pathway nor the BAD pathway is required for the degradation of syringic acid by R. palustris SA008.1.07. This was a surprising result because the BAD pathway is the only known route for anaerobic aromatic metabolism in R. palustris (16, 19).

Growth on syringic acid does not induce expression of BAD pathways in R. palustris SA008.1.07.

We used RNA sequencing (RNA-seq) to compare the global changes in transcript levels in cultures of SA008.1.07 anaerobically grown on syringic acid, 4-HBA, and succinate (Tables 2 and 3). Comparing growth on 4-HBA to growth on succinate revealed the expected increase in the transcript abundance of genes involved in the BAD pathway and the peripheral HBA pathway (Table 2). This is consistent with the above-mentioned finding that SA008.1.07 uses the BAD pathway for 4-HBA metabolism (18). However, the abundance of transcripts from these genes was much lower and mostly not significantly differentially expressed (P > 0.05) when the growth of SA008.1.07 on syringic acid and succinate was compared (Table 2). Therefore, in addition to SA008.1.07 not needing the BAD and HBA pathways for growth on syringic acid (Fig. 6), the transcriptomics data show that growth in the presence of syringic acid does not induce the expression of known genes within the BAD and HBA pathways.

TABLE 2.

Fold change in transcript abundance for genes predicted to be associated with the BAD and peripheral pathways when strain SA008.1.07 is anaerobically grown on 4-HBA or syringic acid compared to that when it is grown on succinate

Genea Name Predicted product Log2 fold changeb
4-HBA to succinate SA to succinate
rpa0669 hbaA 4-Hydroxybenzoate-CoA ligase 9.98* 3.63
rpa0670 hbaB 4-Hydroxybenzoyl-CoA reductase subunit 8.40* 3.01
rpa0671 hbaC 4-Hydroxybenzoyl-CoA reductase subunit 8.37* 2.58
rpa0653 badI 2-Ketocyclohexanecarboxyl-CoA hydrolase 7.84* 2.94*
rpa0658 badE Benzoyl-CoA reductase subunit 7.68* 0.36*
rpa0659 badF Benzoyl-CoA reductase subunit 7.39* 1.13
rpa0660 badG Benzoyl-CoA reductase subunit 7.10* 0.95
rpa0656 badC Alcohol dehydrogenase 6.82* 0.83
rpa0654 badH 2-Hydroxycyclohexanecarboxyl-CoA dehydrogenase 6.70* 2.00
rpa0651 aliA Cyclohexanecarboxylate-CoA ligase 6.38* 1.00
rpa0672 hbaD 4-Hydroxybenzoyl-CoA reductase subunit 6.35* 0.83
rpa0657 badD Benzoyl-CoA reductase subunit 6.09* −0.40
rpa0655 badR Benzoate anaerobic degradation transcription regulator 5.82* 1.37
rpa0652 aliB Cyclohexanecarboxyl-CoA dehydrogenase 5.70* 0.87
rpa0650 badK Cyclohex-1-ene-1-carboxyl-CoA hydratase 5.62* 0.69
rpa0667 hbaF Inner membrane translocator 5.50* 0.98
rpa0662 badB Ferredoxin 5.01* 0.55
rpa0661 badA Benzoate-CoA ligase 4.91* 0.77
rpa0668 hbaE ABC transporter subunit substrate-binding component 4.83* 0.95
rpa0665 hbaH ABC transporter ATP-binding protein 4.67* 0.50
rpa0673 hbaR Hydroxybenzoate anaerobic degradation regulatory protein 4.19* 0.46*
rpa0666 hbaG ABC transporter ATP-binding protein 4.10* −0.01
rpa0664 badL Acetyltransferase 3.64* 0.04
rpa3714 pimC Pimeloyl-CoA dehydrogenase large subunit 3.60* 0.67
rpa3713 pimD Pimeloyl-CoA dehydrogenase small subunit 3.43* 0.23
rpa0663 badM Transcriptional regulator BadM 3.02* −0.03
rpa3717 pimF Enoyl-CoA hydratase 2.63* 0.45
rpa3715 pimB Acetyl-CoA acetyltransferase 2.58* −0.22
rpa3716 pimA AMP-dependent synthetase/ligase 2.53* 0.53
a

Genes are sorted, in descending order, with respect to the log2 fold change in abundance when growth is on 4-HBA compared to that when growth is on succinate.

b

SA, syringic acid. *, statistically significant difference (P < 0.05).

TABLE 3.

Transcripts with the highest increase in abundance when strain SA008.1.07 is anaerobically grown on syringic acid compared to that when it is grown on succinate

Genea Name Predicted product Log2 fold changeb
SA to succinate 4-HBA to succinate
rpa0910 Pirin family protein 9.70 1.95
rpa2160 3-Oxoacyl-ACP reductase 7.88* −1.36
rpa0909 wrbA NAD(P)H dehydrogenase (quinone) 6.80* 0.28
rpa3619 vanA Aromatic ring-hydroxylating dioxygenase subunit alpha 6.66* 0.73
rpa2717 Hypothetical protein 6.27* 4.22
rpa3621 vanB Oxidoreductase 6.11* −0.29
rpa0005 hppD 4-Hydroxyphenylpyruvate dioxygenase 6.07 1.72*
rpa3620 vanR GntR family transcriptional regulator 6.01* −1.34
rpa4284 Polyisoprenoid-binding protein 5.95* −0.71
rpa4222 Hypothetical protein 5.91* 1.32*
rpa0319 Hypothetical protein 5.90 7.58*
rpa3329 Hypothetical protein 5.87 3.42
rpa1475 Hypothetical protein 5.56 0.59
rpa3631 3-Oxoacyl-ACP reductase 5.52* −1.20
rpa4285 Malonic semialdehyde reductase 5.51* −1.73
rpa3565 l,d-Transpeptidase 5.39 −2.17*
rpa3943 Ferritin-like domain-containing protein 5.09* 0.55*
rpa4394 Isocitrate lyase 5.05* 6.21*
rpa3308 Ferritin-like domain-containing protein 5.03 1.12
rpa0320 4-Coumaroyl-homoserine lactone synthase 5.00 6.71*
rpa1089 Hypothetical protein 4.99 1.32
rpa0214 Hypothetical protein 4.92* 0.66*
rpa4220 l,d-Transpeptidase 4.92 0.68
rpa4286 Dioxygenase 4.90* −2.03
rpa2895 Hsp20/alpha crystallin family protein 4.87 0.92*
a

Genes are sorted, in descending order, with respect to the log2 fold change in abundance when growth is on syringic acid compared to that when growth is on succinate. Shaded rows indicate that the gene was explored in this study.

b

SA, syringic acid. *, statistically significant difference (P < 0.05).

Identification of a gene cluster required for syringic acid degradation by R. palustris SA008.1.07.

The global gene expression analysis was also used to identify genes with increased transcript abundance when SA008.1.07 was grown on syringic acid compared to that when it was grown on either 4-HBA or succinate (Table 3). Among the transcripts showing the largest increase in abundance are those derived from genes within a putative vanARB (rpa3619, rpa3620, rpa3621) operon. The vanARB genes are annotated as coding for the VanAB proteins and a GntR-family transcriptional regulator (VanR), homologues of which are known or proposed to act as repressors of the vanAB genes (2730). The VanAB proteins are known or predicted subunits of an enzyme (VanAB) with aromatic ring-hydroxylating activity (16, 27). Homologues of VanAB are known or predicted to catalyze the oxidation of vanillic acid to protocatechuic acid and formaldehyde in Bradyrhizobium diazoefficiens (B. japonicum) (31) and Pseudomonas sp. strain HR199 (32). In addition, a VanAB homologue in a Streptomyces strain has the reported ability to demethylate syringic acid as well as other aromatic compounds (33). A global gene expression analysis of R. palustris SA008.1.07 grown aerobically on vanillic acid (Fig. S5; Table S3) confirmed the predicted role of the vanAB genes in aerobic vanillic acid degradation, since there was an increased abundance of transcripts encoding these genes along with others in a predicted pathway, with protocatechuic acid and formaldehyde being intermediate metabolites of aerobic vanillic acid degradation (Fig. S5).

The increased transcript abundance of the vanARB genes when SA008.1.07 was grown anaerobically on syringic acid was unexpected, given that the RNA was isolated from cells grown under anaerobic photoheterotrophic conditions. As described in Materials and Methods, for the RNA-seq experiments, the cultures were continuously bubbled with N2 and CO2 to avoid air entering the cultures. For all other experiments, the culture tubes were completely filled with medium, leaving no headspace, and when samples were withdrawn from the cultures for chemical analyses, the resulting headspace was flushed with argon gas to prevent the introduction of air into the cultures. These are standard techniques that have been successfully employed to grow anaerobic bacterial cultures and isolate oxygen-sensitive proteins in their active form (34).

We also monitored the abundance of diagnostic transcripts as a reporter for the presence of oxygen in our photoheterotrophic cultures. Analysis of the transcript abundance of photoheterotrophically grown cultures shows that there was a relatively low abundance of those encoding HemF, an oxygen-dependent coproporphyrinogen oxidase (RPA1514), or subunits of the low-affinity enzymes in the aerobic respiratory chain, such as cytochrome bd (RPA1319, RPA4452, and RPA4793-RPA4794) or cytochrome aa3 oxidases (RPA1453, RPA4183, and RPA0831 to RPA0836) (Table S4). In contrast, transcripts from the following genes were, on average, ∼32-fold more abundant in the photoheterotrophic cultures than in those mentioned above which are associated with growth in the presence of oxygen: genes encoding subunits of the high-affinity cytochrome cbb3 oxidase (RPA0015 to RPA0019); genes encoding the oxygen-independent coproporphyrinogen oxidase HemN (RPA1666); those needed for anaerobic growth in the light (15, 35), including ones that encode pigment biosynthetic enzymes or pigment-binding proteins of the photosynthetic apparatus (RPA1505 to RPA1507, RPA1521 to RPA1548, RPA1667-RPA1668, RPA3568); plus other genes whose induction requires the global anaerobic regulator FixK (RPA1006-RPA1007, RPA1554) (36, 37) (P = 0.01, unpaired t test) (Table S4). This analysis provides independent experimental evidence that the photoheterotrophic cultures used as a source of RNA or for other experiments in this study were anaerobic.

Nevertheless, to further test whether oxygen influences the ability of SA008.1.07 to degrade syringic acid, we performed additional experiments. First, when we tested SA008.1.07 for aerobic growth on the methoxylated aromatics syringic acid and vanillic acid (Fig. S6), we found that this adapted strain could not grow on syringic acid aerobically but could grow aerobically on vanillic acid. We also performed growth experiments in which additional steps were taken to eliminate oxygen from the medium. In one experiment, we used 100-ml serum bottles with PM medium (22) containing syringic acid and sealed them with rubber septa and aluminum crimp caps. We then flushed the PM medium with argon gas for 20 min and then applied vacuum to remove gases from the bottles and reflushed them with argon. This process was repeated three times to remove as much oxygen as possible. As a control that simulated the conditions used in the experiments described earlier, another group of 100-ml serum bottles was used, but in this case, the bottles were sealed without using the degassing procedure. SA008.1.07 was inoculated into both sets of bottles through sterilized syringes and needles. In these experiments, we observed no significant difference on the growth of SA008.1.07, the consumption of syringic acid, or the production of DMBQ between the degassed bottles and the nondegassed controls (Fig. S7), demonstrating that any traces of oxygen potentially present at the initiation of the incubations did not influence the ability of R. palustris SA008.1.07 to grow on syringic acid under anaerobic photoheterotrophic conditions. In a separate experiment, we used l-cysteine as a reducing agent and resazurin as an oxygen indicator (Fig. S8). Inoculation of R. palustris SA008.1.07 was performed after the resazurin was colorless, indicating the absence of oxygen. Syringic acid degradation and DMBQ production were observed, similar to the findings of the experiments performed with other techniques, further confirming that oxygen is not involved in the transformation of syringic acid.

Based on these results, we proceeded to investigate whether the vanARB operon participated in anaerobic syringic acid degradation by SA008.1.07. To do this, we deleted the entire vanARB operon in SA008.1.07 (producing strain SAΔvan; Table 4) and found that this strain lost its ability to grow anaerobically on syringic acid (Fig. 7A). In addition, we found that transforming SAΔvan with a plasmid carrying either the wild-type vanARB operon or only wild-type vanAB (producing strain SAΔvan/pBRvanARB or SAΔvan/pBRvanAB, respectively; Table 4) under the control of a constitutive promoter rescued the ability of SAΔvan to grow on and degrade syringic acid under anaerobic conditions, although cell densities were lower than those for SA008.1.07 (Fig. 7A). Thus, we conclude that the vanAB genes in the R. palustris van cluster are required for the anaerobic degradation of syringic acid by SA008.1.07. In control experiments, we found that, as expected, the activities of the BAD and HBA aromatic pathways were not affected by the loss of vanARB, as SAΔvan was able to grow photoheterotrophically on 4-HBA or benzoic acid (Fig. 7B). Placing the same vanARB plasmid in the wild-type CGA009 strain (A9/pBRvanARB; Table 4) did not confer on this strain the ability to grow on syringic acid (Fig. 7A), indicating that yet to be identified genes outside this operon are required for syringic acid metabolism by SA008.1.07.

TABLE 4.

Strains and plasmids used in this study

Strain or plasmid Description Source or reference
Strains
E. coli
        DH5α supE44 lacU169 (ϕ80dΔlacZM15) hsdR178 recA1 endA1 gyrA96 thi-1 relA1 Invitrogen-THF
        S17-1 C600::RP-4 2-(Tc::Mu) (Kn::Tn7) thi pro hsdR HsdM+ recA 55
        NEB 5α fhuA2 Δ(argF-lacZ)U169 phoA glnV44 ϕ80Δ(lacZ)M15 gyrA96 recA1 relA1 endA1 thi-1 hsdR17 NEB
R. palustris
        CGA009 Wild-type strain 22
        SA008.1.07 Derivative of CGA009 able to grow on syringic acid This work
        SAΔbadE Deletion of 3′ end of badD, whole badE gene, and 5' end of badF in SA008.1.07; ΩKnr cassette insertion in place of deleted nucleotides This work
        SAΔhbaB Deletion of hbaB in SA008.1.07 This work
        SAΔvan Deletion of vanARB operon in SA008.1.07 This work
        A9/pBRvanARB Gmr; CGA009 carrying pBRvanARB vector This work
        SAΔvan/pBRvanARB Gmr; SAΔvan carrying pBRvanARB vector This work
        SAΔvan/pBRvanAB Gmr; SAΔvan carrying pBRvanAB vector This work
        SAΔ2160 Deletion of rpa2160 in SA008.1.07 This work
        SAΔ4286 Deletion of rpa4286 in SA008.1.07 This work
        SAΔ1972 Deletion of rpa1972 in SA008.1.07 This work
        A9Δ1972 Deletion of rpa1972 in CGA009 This work
Plasmids
    pSUP202 Mobilizable suicide plasmid 55
    pK18mobsacB oriV oriT mob sacB Knr 53
    pS202badE 3.7-kb fragment containing badE and most of surrounding genes badD and badF cloned into HindIII/BamHI sites of pSUP202 This work
    pS202ΔbadE Deletion of 2.1-kb fragment containing badE, 3' end of badD, and 5′ end of badF and insertion of 2.3-kb ΩKnr cassette in pS202badE This work
    pK18hbaB Knr; 2.1-kb fragment containing hbaB and 800-bp flanking regions cloned into XbaI/HindIII sites of pK18mobsacB This work
    pK18ΔhbaB Knr; deletion of hbaB in pK18hbaB This work
    pKΔvanARB Knr; ∼1.5 kb upstream and ∼1.5 kb downstream flanking regions of vanARB operon cloned into the XbaI/HindIII sites of pK18mobsacB This work
    pBBR1MCS-5 IncA/C Gmr; broad-host-range cloning vector 54
    pBRvanARB Gmr; vanARB operon cloned into pBBR1MCS-5 vector This work
    pBRvanAB Gmr; vanA and vanB genes cloned into pBBR1MCS-5 vector This work

FIG 7.

FIG 7

(A) R. palustris SAΔvan (red), a mutant culture of SA008.1.07 (black) with the vanARB operon deleted, does not grow on syringic acid. The complementation of vanARB on expression plasmids pBRVanARB and pBRVanAB restores syringic acid-degrading activity in SAΔvan/pBRvanARB (green) and SAΔvan/pBRvanAB (blue). The expression plasmid pBRVanARB does not impart syringic acid-degrading activity when inserted into wild-type strain CGA009 (A9/pBRvanARB; gray). Solid lines show growth (in Klett units) (●), dashed lines track the concentrations of syringic acid (□), and dotted lines track the DMBQ concentration (Δ). (B) Both R. palustris SA008.1.07 (black) and SAΔvan (red) grow on benzoic acid (circles) and 4-HBA (triangles). Solid lines show growth (in Klett units), and dashed lines indicate aromatic concentrations.

In addition to the genes in the vanARB operon, we also tested the effect of deleting two other genes that showed an increased transcript abundance during growth on syringic acid. One gene encodes an oxidoreductase and had one of the highest increases in transcript abundance (rpa2160), and the other gene was annotated as encoding a dioxygenase and had a lower increase in transcript abundance (rpa4286) (Table 3). Experiments with deletion mutants of SA008.1.07 lacking these genes, SAΔ2160 and SAΔ4286, respectively (Table 4), showed that neither deletion affected photoheterotrophic growth on syringic acid (Fig. S9), indicating that these genes are not required for the breakdown of syringic acid by SA008.1.07.

Identification of mutations in strains adapted to grow on syringic acid.

In an attempt to identify additional mutations that could confer on R. palustris SA008.1.07 the ability to grow photoheterotrophically on syringic acid, we resequenced strain SA008.1.07 along with 16 other R. palustris isolates that had acquired the same metabolic ability by performing the same enrichment and isolation experiments described above (Table S5). When the genome sequences of this panel of isolates were compared to the genome sequence of R. palustris CGA009 (Table S6), only 4 mutations were found in the majority of the strains (Table 5). One mutation was an indel upstream of rpa0746, a gene annotated as encoding a cytochrome c-type cytochrome of unknown function. A second mutation was a frameshift in rpa1972, a gene annotated as encoding a two-component sensor histidine kinase, for which no function is known. The other two mutations were nonsynonymous, causing amino acid changes in rpa2457, which encodes a hypothetical protein, and rpa3268, which encodes the β subunit of RNA polymerase. No mutations were detected in the vanARB operon in any of the syringic acid-metabolizing strains that were sequenced.

TABLE 5.

Mutations identified in more than half of the 17 adapted R. palustris strains conferring the ability of syringic acid degradation compared with the genome of CGA009

Position Reference Alteration Mutation type Amino acid change Gene Name Function Occurrence of mutation
826195 C A Substitution Upstream rpa0746 Cytochrome c-type cytochrome 17 of 17 strains
2221051 TC T Frameshift at GLU242 Premature stop codon at 2220962 rpa1972 Two-component sensor histidine kinase 17 of 17 strains
2795227 G A Nonsynonymous Glycine → aspartic acid rpa2457 Hypothetical protein 16 of 17 strains
3685350 T G Nonsynonymous Threonine → proline rpa3268 rpoB RNA polymerase β subunit 11 of 17 strains

We were unsuccessful in our attempts to delete rpa2457 and rpa3268 from SA008.1.07 using the methods used in this study, which is not surprising, since both of these genes have been shown to be essential for the growth of R. palustris (15). We successfully deleted rpa1972 in both CGA009 and SA008.1.07, creating strains SAΔ1972 and A9Δ1972, respectively. To test the hypothesis that the observed frameshift in rpa1972 altered the function of this predicted histidine kinase and somehow influenced syringic acid degradation by SA008.1.07, we evaluated the photoheterotrophic growth of both SAΔ1972 and A9Δ1972 on syringic acid. This experiment showed that deletion of rpa1972 in CGA009 did not enable A9Δ1972 to grow on syringic acid, nor did deletion of this gene in SA008.1.07 prevent SAΔ1972 from growing on syringic acid (Fig. S10). Therefore, additional efforts are needed to identify single or synergistic combinations of mutations in SA008.1.07 or other adapted strains that contribute to anaerobic growth on syringic acid.

Concluding remarks.

meta-Methoxylated aromatics are present at significant levels in the lignin of different plants and are potential sources of compounds for industrial applications. In this work, we isolated a strain of R. palustris that acquired the ability to use syringic acid as a growth substrate under photoheterotrophic conditions. Our strategy of incrementally exposing cultures to higher concentrations of syringic acid, while at the same time reducing the availability of the known growth substrates benzoic acid and 4-HBA, has been shown to be conducive to adaptation and the acquisition of new metabolic activities in R. palustris (38, 39) and other bacteria (40). Our analysis of this adapted strain, SA008.1.07, has provided important new knowledge on the bacterial metabolism of syringic acid. First, we found that syringic acid degradation does not occur through or induce the expression of the genes in the well-characterized BAD pathway. This finding makes syringic acid an aromatic compound whose photoheterotrophic metabolism does not utilize the BAD pathway in R. palustris. In addition, the increased abundance of vanARB transcripts in SA008.1.07 cultures grown in the presence of syringic acid and the requirement of vanAB for the growth of this adapted strain on this methylated aromatic provide evidence for a heretofore unknown role of the VanAB enzyme in the anaerobic metabolism of this compound. Since the previously reported function of vanAB is in the aerobic demethylation of vanillic acid (31, 32), our observations suggest that the VanAB enzyme may have an additional unrealized function under anaerobic conditions. Known homologues of VanAB are reported to contain an oxygen-sensitive iron sulfur cluster (32), so our findings reinforce the suggestion that additional experiments are needed to test the role of this enzyme in the anaerobic metabolism of syringic acid.

Our analysis of syringic acid metabolism by R. palustris SA008.1.07 sets the stage for further studies of the metabolism of this and other aromatics by this and other bacteria and for the evaluation of previously unexplored functions of the VanAB enzyme. Elucidating such novel pathways and metabolic functions could expand our ability to use microbial transformations of lignin and other renewable resources as biomass-based sources of compounds with potential uses in the energy, chemical, pharmaceutical, and other industries.

MATERIALS AND METHODS

Media.

All R. palustris strains were grown in PM medium (22), brought to pH 7 with sodium hydroxide, and sterilized by filtration. PM media with different organic carbon sources were prepared: PM-AcY contained 20 mM sodium acetate and 0.1% yeast extract, PM-succinate contained 10 mM succinic acid, and PM-aromatic was made with 3 to 3.5 mM aromatic compounds (unless otherwise indicated) and supplemented with 30 mM sodium bicarbonate. Escherichia coli strains were grown on LB medium (41). Molecular genetics-grade agar (Fisher Scientific, Fair Lawn, NJ) was added to the media at 1.5% to solidify the media, where noted. When necessary, the following reagents were used for cloning, selection, and propagation of modified strains: 10% (wt/vol) sucrose, 50 μg/ml kanamycin (Kn), 25 μg/ml ampicillin, and 20 μg/ml gentamicin. All chemicals for medium preparation were obtained from Fisher Scientific (Hampton, NH) or Sigma-Aldrich (St. Louis, MO) at purities suitable for molecular biology.

Strains and plasmids.

The E. coli and R. palustris strains and plasmids used in this study are summarized in Table 4.

Growth conditions.

To culture R. palustris, cells were streaked from glycerol freezer stocks onto PM-AcY agar plates and incubated aerobically at 30°C to obtain single colonies. A colony was transferred to 25 ml PM-AcY liquid medium and grown aerobically at 30°C. Aliquots (about 170 μl) from this aerobic culture were added to clear glass culture tubes (16 by 125 mm) containing PM-succinate. The tubes were completely filled to the brim with medium, sealed with a rubber septum, and incubated. Since the growing culture rapidly exhausts any oxygen available in the medium, this culturing technique has been demonstrated to efficiently create anaerobic culturing conditions in liquid medium (34). Photoheterotrophic growth was maintained at 30°C under illumination by incandescent tungsten lamps at ∼10 W/m2 and kept well mixed by a micro-magnetic stir bar (3 by 10 mm). These photoheterotrophic PM-succinate cultures were used as inocula for the photoheterotrophic experiments with the aromatic substrates, which were prepared by the procedure described above to generate anaerobic conditions in liquid medium. R. palustris growth in liquid cultures was monitored using a Klett-Summerson photoelectric colorimeter (Klett Manufacturing Co., New York, NY). Photoheterotrophic growth on solid medium was achieved by placing the plates in a sealed canister containing a GasPak EZ anaerobe container system (BD Biosciences, Franklin Lakes, NJ), which was placed under constant illumination and rotated daily.

Analytical tests.

For chemical analysis, samples were taken periodically by aseptically piercing a rubber septum and withdrawing 200 μl of liquid culture. Following sampling, the headspace of the cultures was flushed with argon gas. Samples were passed through 0.22-μm-pore-size polyvinylidene difluoride membranes (Merck, KGaA, Darmstadt, Germany) to separate the cells from the medium, and the filtrates were frozen at −80°C until analysis.

Aromatic compounds were quantified by high-performance liquid chromatography (HPLC) using an LC-10ATvp solvent delivery module HPLC system (Shimadzu, Kyoto, Japan) with an SPD-M10Avp diode array detector (Shimadzu, Kyoto, Japan). Samples were prepared as described elsewhere (42). Aromatic compounds were separated using a C18 reversed-stationary-phase column and an isocratic aqueous mobile phase of methanol (30% [wt/vol]), acetonitrile (6% [wt/vol]), and 5 mM formic acid in water (64% [wt/vol]) at a flow rate of 0.8 ml min−1 (42). Aromatics and metabolic by-products were quantified using standard curves and UV absorbance. Standard curves were prepared using commercially purchased compounds (Sigma-Aldrich, St. Louis, MO) dissolved in dimethyl sulfoxide (DMSO).

Liquid chromatography-tandem mass spectrometry (LC-MS/MS) was used for identification of extracellular metabolic by-products, using a chromatography separation system similar to the one described above. Mass spectra were analyzed with a Thermo Q-Exactive mass spectrometer (Thermo Scientific, Waltham, MA). Standards were directly infused into the mass spectrometer. Spectra were acquired in the positive ionization mode with an MS/MS resolution of 17,500, an isolation width of 2.0 Da, and a normalized collision energy of 30%.

Nuclear magnetic resonance (NMR) was also used for identification of some metabolic by-products. For these tests, three consecutive 100-ml ethyl acetate (EtOAc) extractions were performed on 500 ml of spent medium at pH 6.5 to 7.0. The pH of the aqueous fraction was then lowered to ∼1 using 1 M hydrochloric acid. Additional organic compounds were extracted from this acidified aqueous fraction using three consecutive 100-ml dichloromethane (DCM) extractions. Both extractants were independently washed three times with saturated sodium bicarbonate (50 ml/extraction) and then twice with saturated sodium chloride (50 ml/extraction) and were then dried with sodium sulfate. Samples were filtered, and the solvent was evaporated. The NMR spectra of the extracted compounds were collected in acetone-d6 on a Bruker Avance 500-MHz spectrometer (Billerica, MA, USA) fitted with a cryogenically cooled 5-mm QCI (1H/31P/13C/15N) gradient probe with inverse geometry (proton coils were closest to the sample). The spectra were compared to those for high-purity standards from Sigma-Aldrich (St. Louis, MO).

Chemical oxygen demand (COD) was used to quantify soluble organic compounds and biomass (42), with measurements being performed on both filtered and unfiltered samples. The theoretical COD values for the various carbon sources used in this study are as follows: for benzoic acid, 240 mg of COD/mmol of substrate; for 4-hydroxybenzoic acid (4-HBA), 224 mg of COD/mmol of substrate; and for syringic acid, 288 mg of COD/mmol of substrate.

Transcriptomic analysis (RNA-seq).

For transcriptomic analyses, R. palustris SA008.1.07 cultures were photoheterotrophically grown on PM–4-HBA, PM-syringic acid, or PM-succinate by bubbling with 95% N2 and 5% CO2 under constant illumination at 30°C to mid-log phase, when the RNA was harvested (43). For aerobic analyses, R. palustris SA008.1.07 was grown in shake flasks in the dark, using PM-vanillic acid. For each sample, rRNA was reduced (Ribo-Zero kit; Illumina), and a strand-specific library was prepared (TruSeq stranded total RNA sample preparation kit; Illumina). RNA from cultures grown anaerobically on PM–4-HBA and PM-syringic acid and aerobically on PM-vanillic acid and PM-succinate was processed and sequenced at the University of Wisconsin—Madison Biotechnology Center (Illumina HiSeq2500, 1 × 100 bp, single end). RNA from cultures grown anaerobically on PM-succinate was processed and sequenced at the U.S. Department of Energy (DOE) Joint Genome Institute (Illumina NextSeq, 2 × 151 bp, paired end). Three biological replicates were analyzed per growth condition. The paired-end FASTQ files were split into read 1 (R1) and read 2 (R2) files, and R1 files were retained for further analysis, as the other data contained only single-end reads. All FASTQ files were processed through the same pipeline. Reads were trimmed using the Trimmomatic (version 0.3) tool (44) with the default settings, except for a headcrop setting of 5, a leading setting of 3, a trailing setting of 3, a slidingwindow setting of 3:30, and a minlen setting of 36. After trimming, the reads were aligned to the R. palustris CGA009 genome sequence (GenBank assembly accession number NC_005296.1), using the Bowtie2 (version 2.2.2) program (45) with the default settings, except for the number of mismatches allowed, which was set to 1. Aligned reads were mapped to gene locations using the HTSeq (version 0.6.0) program (46) and the default settings, except that the reverse strandedness argument was used. The DESeq2 (version 1.22.2) program (47) was used to identify significantly differentially expressed genes from pairwise analyses, using a Benjamini and Hochberg (48) false discovery rate (FDR) of less than 0.05 as a significance threshold and/or a fold change of greater than 2. Raw sequencing reads were normalized using the number of reads per kilobase per million (RPKM) mapped reads. A full list of the gene transcripts normalized by the number of RPKM mapped reads is shown in Table S1 in the supplemental material. The accession number for the RNA-seq data in the Gene Expression Omnibus (GEO) database is GSE135630.

Genome sequencing.

The genomic DNA of CGA009, SA008.1.07, and 16 other adapted strains which were capable of anaerobic degradation of syringic acid was isolated and purified (49). Genome sequencing was performed and the sequences were analyzed by the U.S. Department of Energy Joint Genome Institute on an Illumina NovaSeq (2 × 151 bp) sequencer. The resulting DNA reads were aligned to the R. palustris CGA009 genome (GenBank reference sequence NC_005296.1) using the short read alignment tool BWA (50). Single nucleotide polymorphisms and small indels were called using SAMtools mpileup and bcftools and then filtered using vcfutils.pl from the SAMtools package (51). The NCBI accession numbers for the sequences are PRJNA520130 to PRJNA520144, PRJNA537839, and PRJNA537840.

DNA manipulation.

Purification of the PCR products was achieved using a QIAquick PCR purification kit (Qiagen, Hilden, Germany), and the PCR products were extracted and purified from the agarose gels using a Zymoclean gel DNA recovery kit (Zymo Research, Irvine, CA). A Zyppy plasmid miniprep kit (Zymo Research) was used to purify plasmid DNA. Sanger-based sequencing reactions, performed using a BigDye (v3.1) cycle sequencing kit (Applied Biosystems, Foster City, CA), were processed by the University of Wisconsin—Madison Biotechnology Center DNA Sequence Facility.

Creation of mutants.

A fragment of DNA containing badE and ∼1.2 kb of flanking DNA up- and downstream of badE were PCR amplified, digested with HindIII and BamHI, and ligated into pSUP202 to create pS202badDEF. The badE coding region, 350 bp of the 3′ end of badD, and 350 bp of the 5′ end of badF were deleted from pS202badE by PCR with phosphorylated primers. The resulting PCR product was ligated to an ΩKnr cassette (52) to create pS202ΔbadE. pS202ΔbadE was mobilized into R. palustris strains CGA009 and SA008.1.07 via conjugation with E. coli S17-1. Double crossovers were screened for Kn resistance and ampicillin sensitivity. The presence of the desired bad mutations was confirmed by sequencing the appropriate genomic region.

An in-frame, markerless deletion of hbaB was constructed using the suicide vector pK18mobsacB (53). Briefly, hbaB and ∼0.8 kb of flanking DNA up- and downstream of hbaB were PCR amplified from R. palustris genomic DNA, digested with XbaI and HindIII, and ligated into pK18mobsacB to generate pK18hbaB. The hbaB coding region was deleted from pK18hbaB by PCR with phosphorylated primers. The resulting PCR product was circularized by ligation to generate pK18ΔhbaB and transformed into E. coli DH5α. pK18ΔhbaB was introduced into R. palustris strains CGA009 and SA008.1.07 by electroporation. Double crossovers were screened for their ability to grow on PM-AcY with 10% sucrose and Kn sensitivity. The presence of the desired hbaB mutation was confirmed by sequencing the appropriate genomic region.

An in-frame, markerless deletion of vanARB was constructed in SA008.1.07 using the suicide vector pK18mobsacB (53). Briefly, ∼1.5 kb of the up- and downstream flanking regions of vanARB was PCR amplified from SA008.1.07 genomic DNA and assembled into pK18mobsacB using the NEBuilder HiFi DNA assembly master mix (New England Biolabs [NEB], Ipswich, MA) to create pKΔvanARB. The generation and confirmation of the vanARB mutant (SAΔvan) were performed using pKΔvanARB as described above. To generate plasmid pBRvan, a DNA fragment containing the vanARB operon was PCR amplified from SA008.1.07 genomic DNA, assembled into the pBBR1MCS-5 vector (54) using the NEBuilder HiFi DNA assembly master mix, and transformed into E. coli NEB 5α. After the construction of plasmid pBRvan was confirmed by DNA sequencing, it was introduced into R. palustris strains SA008.1.07 and SAΔvan by electroporation. In the same manner, plasmid pBRvanAB was constructed by assembly of the pBBR1MCS-5 vector with the vanA and vanB genes amplified from SA008.1.07 genomic DNA, confirmed, and transformed into SAΔvan. Transformants were selected on PM-AcY-gentamicin plates and confirmed by PCR and DNA sequencing. Gentamicin was added to maintain pBRvan and pBRvanAB.

Mutants with in-frame, markerless deletions of rpa2160, rpa4286, and rpa1972 in SA008.1.07 and rpa1972 in CGA009 were created in the same manner described above for SAΔvan, creating strains SAΔ2160, SAΔ4286, SAΔ1972, and A9Δ1972, respectively. The primers used for generating gene deletion mutants are shown in Table 6. A complete list of primers is shown in Table S2.

TABLE 6.

Primers used in this study for construction of mutant strains

Function Primer name Sequence (5ʹ → 3ʹ)a Target
badE deletion in SA008.1.07 badE-Up-Fw-HindIII GATCTAAGCTTCACCGCCGCC Upstream of badE
badE-Dn-Rv-BamHI GATCGGATCCGGATTGATGTTGATCGTC Downstream of badE
dbadFsmaI-f CTTCCCCGGGCTAAGGGAGGAGG pS202badDEF plasmid
dbadDsmaI-r TAGCCCCGGGACAGTTCGATCGACTTG pS202badDEF plasmid
hbaB deletion in SA008.1.07 hbaB-XbaI-For CCGTCTAGAACACCACGTCGTCTTCG Upstream of hbaB
hbaB-HindIII-rev CACTAAGCTTACGGGCGAGCAGTG Downstream of hbaB
hbaB-ATW-for TGGTCGACGGTATTGATAAGGTCACG pK18hbaB plasmid
hbaB-ATW-rev CCATGACCAAAGTCAAGCAATCGTCAC pK18hbaB plasmid
Delta_hbaB_fwd CAGCAGCAGCCCGACCTTCAA SAΔhbaB
Delta_hbaB_rev GATCGCATTGGCGACGGCATTC SAΔhbaB
vanARB operon deletion in SA008.1.07 pK18msb_fwd AAAGTGCGTCGGGTGATG pK18mobsacB plasmid
pK18msb_rev TGTTTCCAGTCGGTAGATATTCCACAAAACAGC pK18mobsacB plasmid
USVan_fwd atatctaccgactggaaacaGTCGCTGGCTGGCTGCTG Upstream of vanARB
USVan_rev cgtcggcggcCGTGGCCTCCCTGTGCATTATTG Upstream of vanARB
DSVan_fwd ggaggccacgGCCGCCGACGTTCTGGGAC Downstream of vanARB
DSVan_rev agcatcacccgacgcactttGGCGAGCGGCAACGTCTG Downstream of vanARB
van-fwd GATCGATTCCATTCTGGTCTGGCTTCTGGT SAΔvan
van_rev GACGTGATCTATCGTGGCGAGAAGGGTAAG SAΔvan
rpa2160 deletion in SA008.1.07 US2160_fwd gcagccgcgcGATCGTTCTGTCCCTGATCGGAG Upstream of rpa2160
US2160_rev agcatcacccgacgcactttGACCGGAGCGGTCCGTTG Upstream of rpa2160
DS2160_fwd atatctaccgactggaaacaGTCGCCGGGGCAGGCGCC Downstream of rpa2160
DS2160_rev cagaacgatcGCGCGGCTGCGCTCAAAGCTCC Downstream of rpa2160
RPA2160amp_fwd TCAAACGCGGGGAGGTCAAG SAΔ2160
RPA2160amp_rev ATTTCGACAAAGCTTCGCCGTTC SAΔ2160
rpa4286 deletion in SA008.1.07 US4286_fwd atatctaccgactggaaacaGACGCCAAGGCGCATCCG Upstream of rpa4286
US4286_rev actcggtgcgCGTCGCAATCTCCCTGATTTGAAATCG Upstream of rpa4286
DS4286_fwd gattgcgacgCGCACCGAGTCATTCCGG Downstream of rpa4286
DS4286_rev agcatcacccgacgcactttTCGTTCTCGAAGCTGTTGG Downstream of rpa4286
Delta4286_fwd CACCTCGACCAGCTGTTCGTCCAG SAΔ4286
Delta4286_rev CTTCGACACTATCTCGGTGGTGCACG SAΔ4286
rpa1972 deletion in SA008.1.07 or CGA009 RPA1972-US_fwd taatgcagctggcacgacagGACCACACCACGGCTTCAG Upstream of rpa41972
RPA1972-US_rev agtcccgatcCCAACACAAATCCTGCGC Upstream of rpa1972
RPA1972-DS_fwd tttgtgttggGATCGGGACTTGCGGGAG Downstream of rpa1972
RPA1972-DS_rev gactggctttctacgtgttcGCGGTCGAGGAAGCTCATG Downstream of rpa1972
a

Lowercase nucleotides represent sequences overlapping with either the pK18mobsacB plasmid or an upstream/downstream fragment of R. palustris.

Data availability.

The accession number for the RNA-seq data in the Gene Expression Omnibus (GEO) database is GSE135630. The NCBI accession numbers for sequences are PRJNA520130 to PRJNA520144, PRJNA537839, and PRJNA537840.

Supplementary Material

Supplemental file 1
zam003209574s1.pdf (854KB, pdf)
Supplemental file 2
zam003209574sd2.xlsx (810.3KB, xlsx)

ACKNOWLEDGMENTS

This work was supported by the U.S. Department of Energy Office of Science’s Great Lakes Bioenergy Research Center (grants DE-FC02-07ER64494 and DE-SC0018409) and the National Science Foundation (Grant CBET-1506820). J. Zachary Oshlag was supported by the National Institute of General Medical Sciences of the National Institutes of Health under award number T32GM008349. The genome sequencing work conducted by the U.S. Department of Energy Joint Genome Institute, a DOE Office of Science User Facility, is supported by the Office of Science of the U.S. Department of Energy under contract no. DE-AC02-05CH11231.

We thank Daniel L. Gall and Alan Higbee for preliminary work in the identification of DMBQ.

We declare no competing financial interest.

Footnotes

Supplemental material is available online only.

REFERENCES

  • 1.Boerjan W, Ralph J, Baucher M. 2003. Lignin biosynthesis. Annu Rev Plant Biol 54:519–546. doi: 10.1146/annurev.arplant.54.031902.134938. [DOI] [PubMed] [Google Scholar]
  • 2.Keating DH, Zhang Y, Ong IM, McIlwain S, Morales EH, Grass JA, Tremaine M, Bothfeld W, Higbee A, Ulbrich A, Balloon A, Westphall MS, Aldrich J, Lipton MS, Kim J, Moskvin O, Bukhman YV, Coon J, Kiley PJ, Bates DM, Landick R. 2014. Aromatic inhibitors derived from ammonia-pretreated lignocellulose hinder bacterial ethanologenesis by activating regulatory circuits controlling inhibitor efflux and detoxification. Front Microbiol 5:402. doi: 10.3389/fmicb.2014.00402. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Abdelaziz OY, Brink DP, Prothmann J, Ravi K, Sun M, García-Hidalgo J, Sandahl M, Hulteberg CP, Turner C, Lidén G, Gorwa-Grauslund MF. 2016. Biological valorization of low molecular weight lignin. Biotechnol Adv 34:1318–1346. doi: 10.1016/j.biotechadv.2016.10.001. [DOI] [PubMed] [Google Scholar]
  • 4.Chundawat SPS, Vismeh R, Sharma LN, Humpula JF, Sousa LD, Chambliss CK, Jones AD, Balan V, Dale BE. 2010. Multifaceted characterization of cell wall decomposition products formed during ammonia fiber expansion (AFEX) and dilute acid based pretreatments. Bioresour Technol 101:8429–8438. doi: 10.1016/j.biortech.2010.06.027. [DOI] [PubMed] [Google Scholar]
  • 5.Schwalbach MS, Keating DH, Tremaine M, Marner WD, Zhang YP, Bothfeld W, Higbee A, Grass JA, Cotten C, Reed JL, Sousa LD, Jin MJ, Balan V, Ellinger J, Dale B, Kiley PJ, Landick R. 2012. Complex physiology and compound stress responses during fermentation of alkali-pretreated corn stover hydrolysate by an Escherichia coli ethanologen. Appl Environ Microbiol 78:3442–3457. doi: 10.1128/AEM.07329-11. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Pisithkul T, Jacobson TB, O'Brien TJ, Stevenson DM, Amador-Noguez D. 2015. Phenolic amides are potent inhibitors of de novo nucleotide biosynthesis. Appl Environ Microbiol 81:5761–5772. doi: 10.1128/AEM.01324-15. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Palmqvist E, Hahn-Hägerdal B. 2000. Fermentation of lignocellulosic hydrolysates. II: inhibitors and mechanisms of inhibition. Bioresour Technol 74:25–33. doi: 10.1016/S0960-8524(99)00161-3. [DOI] [Google Scholar]
  • 8.Piotrowski JS, Zhang Y, Bates DM, Keating DH, Sato TK, Ong IM, Landick R. 2014. Death by a thousand cuts: the challenges and diverse landscape of lignocellulosic hydrolysate inhibitors. Front Microbiol 5:90. doi: 10.3389/fmicb.2014.00090. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Lee HJ, Lim WS, Lee JW. 2013. Improvement of ethanol fermentation from lignocellulosic hydrolysates by the removal of inhibitors. J Ind Eng Chem 19:2010–2015. doi: 10.1016/j.jiec.2013.03.014. [DOI] [Google Scholar]
  • 10.Prothmann J, Sun M, Spegel P, Sandahl M, Turner C. 2017. Ultra-high-performance supercritical fluid chromatography with quadrupole-time-of-flight mass spectrometry (UHPSFC/QTOF-MS) for analysis of lignin-derived monomeric compounds in processed lignin samples. Anal Bioanal Chem 409:7049–7061. doi: 10.1007/s00216-017-0663-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Rahimi A, Ulbrich A, Coon JJ, Stahl SS. 2014. Formic-acid-induced depolymerization of oxidized lignin to aromatics. Nature 515:249–252. doi: 10.1038/nature13867. [DOI] [PubMed] [Google Scholar]
  • 12.Yan N, Zhao C, Dyson PJ, Wang C, Liu LT, Kou Y. 2008. Selective degradation of wood lignin over noble-metal catalysts in a two-step process. ChemSusChem 1:626–629. doi: 10.1002/cssc.200800080. [DOI] [PubMed] [Google Scholar]
  • 13.Luterbacher JS, Azarpira A, Motagamwala AH, Lu F, Ralph J, Dumesic JA. 2015. Lignin monomer production integrated into the γ-valerolactone sugar platform. Energy Environ Sci 8:2657–2663. doi: 10.1039/C5EE01322D. [DOI] [Google Scholar]
  • 14.Harwood CS, Gibson J. 1988. Anaerobic and aerobic metabolism of diverse aromatic compounds by the photosynthetic bacterium Rhodopseudomonas palustris. Appl Environ Microbiol 54:712–717. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Pechter KB, Gallagher L, Pyles H, Manoil CS, Harwood CS. 2015. Essential genome of the metabolically versatile alphaproteobacterium Rhodopseudomonas palustris. J Bacteriol 198:867–876. doi: 10.1128/JB.00771-15. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Larimer FW, Chain P, Hauser L, Lamerdin J, Malfatti S, Do L, Land ML, Pelletier DA, Beatty JT, Lang AS, Tabita FR, Gibson JL, Hanson TE, Bobst C, Torres J, Peres C, Harrison FH, Gibson J, Harwood CS. 2004. Complete genome sequence of the metabolically versatile photosynthetic bacterium Rhodopseudomonas palustris. Nat Biotechnol 22:55–61. doi: 10.1038/nbt923. [DOI] [PubMed] [Google Scholar]
  • 17.Harwood CS, Burchhardt G, Herrmann H, Fuchs G. 1998. Anaerobic metabolism of aromatic compounds via the benzoyl-CoA pathway. FEMS Microbiol Rev 22:439–458. doi: 10.1111/j.1574-6976.1998.tb00380.x. [DOI] [Google Scholar]
  • 18.Pan C, Oda Y, Lankford PK, Zhang B, Samatova NF, Pelletier DA, Harwood CS, Hettich RL. 2008. Characterization of anaerobic catabolism of p-coumarate in Rhodopseudomonas palustris by integrating transcriptomics and quantitative proteomics. Mol Cell Proteomics 7:938–948. doi: 10.1074/mcp.M700147-MCP200. [DOI] [PubMed] [Google Scholar]
  • 19.Egland PG, Pelletier DA, Dispensa M, Gibson J, Harwood CS. 1997. A cluster of bacterial genes for anaerobic benzene ring biodegradation. Proc Natl Acad Sci U S A 94:6484–6489. doi: 10.1073/pnas.94.12.6484. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Hirakawa H, Schaefer AL, Greenberg EP, Harwood CS. 2012. Anaerobic p-coumarate degradation by Rhodopseudomonas palustris and identification of CouR, a MarR repressor protein that binds p-coumaroyl coenzyme A. J Bacteriol 194:1960–1967. doi: 10.1128/JB.06817-11. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Austin S, Kontur WS, Ulbrich A, Oshlag JZ, Zhang W, Higbee A, Zhang Y, Coon JJ, Hodge DB, Donohue TJ, Noguera DR. 2015. Metabolism of multiple aromatic compounds in corn stover hydrolysate by Rhodopseudomonas palustris. Environ Sci Technol 49:8914–8922. doi: 10.1021/acs.est.5b02062. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Kim MK, Harwood CS. 1991. Regulation of benzoate-CoA ligase in Rhodopseudomonas palustris. FEMS Microbiol Lett 83:199–203. doi: 10.1111/j.1574-6968.1991.tb04440.x-i1. [DOI] [Google Scholar]
  • 23.Merkel SM, Eberhard AE, Gibson J, Harwood CS. 1989. Involvement of coenzyme A thioesters in anaerobic metabolism of 4-hydroxybenzoate by Rhodopseudomonas palustris. J Bacteriol 171:1–7. doi: 10.1128/jb.171.1.1-7.1989. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Yadid I, Rudolph J, Hlouchova K, Copley SD. 2013. Sequestration of a highly reactive intermediate in an evolving pathway for degradation of pentachlorophenol. Proc Natl Acad Sci U S A 110:E2182–E2190. doi: 10.1073/pnas.1214052110. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Gibson J, Dispensa M, Harwood CS. 1997. 4-Hydroxybenzoyl coenzyme A reductase (dehydroxylating) is required for anaerobic degradation of 4-hydroxybenzoate by Rhodopseudomonas palustris and shares features with molybdenum-containing hydroxylases. J Bacteriol 179:634–642. doi: 10.1128/jb.179.3.634-642.1997. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Reference deleted.
  • 27.Sugawara M, Tsukui T, Kaneko T, Ohtsubo Y, Sato S, Nagata Y, Tsuda M, Mitsui H, Minamisawa K. 2017. Complete genome sequence of Bradyrhizobium diazoefficiens USDA 122, a nitrogen-fixing soybean symbiont. Genome Announc 5:e01743-16. doi: 10.1128/genomeA.01743-16. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Morawski B, Segura A, Ornston LN. 2000. Repression of Acinetobacter vanillate demethylase synthesis by VanR, a member of the GntR family of transcriptional regulators. FEMS Microbiol Lett 187:65–68. doi: 10.1111/j.1574-6968.2000.tb09138.x. [DOI] [PubMed] [Google Scholar]
  • 29.Thanbichler M, Iniesta AA, Shapiro L. 2007. A comprehensive set of plasmids for vanillate- and xylose-inducible gene expression in Caulobacter crescentus. Nucleic Acids Res 35:e137. doi: 10.1093/nar/gkm818. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.Heravi KM, Lange J, Watzlawick H, Kalinowski J, Altenbuchner J. 2015. Transcriptional regulation of the vanillate utilization genes (vanABK operon) of Corynebacterium glutamicum by VanR, a PadR-like repressor. J Bacteriol 197:959–972. doi: 10.1128/JB.02431-14. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Sudtachat N, Ito N, Itakura M, Masuda S, Eda S, Mitsui H, Kawaharada Y, Minamisawa K. 2009. Aerobic vanillate degradation and C1 compound metabolism in Bradyrhizobium japonicum. Appl Environ Microbiol 75:5012–5017. doi: 10.1128/AEM.00755-09. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Priefert H, Rabenhorst J, Steinbuchel A. 1997. Molecular characterization of genes of Pseudomonas sp. strain HR199 involved in bioconversion of vanillin to protocatechuate. J Bacteriol 179:2595–2607. doi: 10.1128/jb.179.8.2595-2607.1997. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Nishimura M, Nishimura Y, Abe C, Kohhata M. 2014. Expression and substrate range of Streptomyces vanillate demethylase. Biol Pharm Bull 37:1564–1568. doi: 10.1248/bpb.b14-00337. [DOI] [PubMed] [Google Scholar]
  • 34.Sutton VR, Kiley PJ. 2003. Techniques for studying the oxygen-sensitive transcription factor FNR from Escherichia coli. Methods Enzymol 370:300–312. doi: 10.1016/S0076-6879(03)70027-5. [DOI] [PubMed] [Google Scholar]
  • 35.Yang JM, Yin L, Lessner FH, Nakayasu ES, Payne SH, Fixen KR, Gallagher L, Harwood CS. 2017. Genes essential for phototrophic growth by a purple alphaproteobacterium. Environ Microbiol 19:3567–3578. doi: 10.1111/1462-2920.13852. [DOI] [PubMed] [Google Scholar]
  • 36.Dailey HA, Dailey TA, Gerdes S, Jahn D, Jahn M, O'Brian MR, Warren MJ. 2017. Prokaryotic heme biosynthesis: multiple pathways to a common essential product. Microbiol Mol Biol Rev 81:e00048-16. doi: 10.1128/MMBR.00048-16. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Rey FE, Harwood CS. 2010. FixK, a global regulator of microaerobic growth, controls photosynthesis in Rhodopseudomonas palustris. Mol Microbiol 75:1007–1020. doi: 10.1111/j.1365-2958.2009.07037.x. [DOI] [PubMed] [Google Scholar]
  • 38.Oda Y, Vries YP, Forney LJ, Gottschal JC. 2001. Acquisition of the ability for Rhodopseudomonas palustris to degrade chlorinated benzoic acids as the sole carbon source. FEMS Microbiol Ecol 38:133–139. doi: 10.1111/j.1574-6941.2001.tb00891.x. [DOI] [Google Scholar]
  • 39.Samanta SK, Harwood CS. 2005. Use of the Rhodopseudomonas palustris genome sequence to identify a single amino acid that contributes to the activity of a coenzyme A ligase with chlorinated substrates. Mol Microbiol 55:1151–1159. doi: 10.1111/j.1365-2958.2004.04452.x. [DOI] [PubMed] [Google Scholar]
  • 40.Blount ZD, Borland CZ, Lenski RE. 2008. Historical contingency and the evolution of a key innovation in an experimental population of Escherichia coli. Proc Natl Acad Sci U S A 105:7899–7906. doi: 10.1073/pnas.0803151105. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 41.Bertani G. 1951. Studies on lysogenesis I: the mode of phage liberation by lysogenic Escherichia coli. J Bacteriol 62:293–300. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42.Gall DL, Ralph J, Donohue TJ, Noguera DR. 2013. Benzoyl coenzyme A pathway-mediated metabolism of meta-hydroxy-aromatic acids in Rhodopseudomonas palustris. J Bacteriol 195:4112–4120. doi: 10.1128/JB.00634-13. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43.Tavano CL, Podevels AM, Donohue TJ. 2005. Identification of genes required for recycling reducing power during photosynthetic growth. J Bacteriol 187:5249–5258. doi: 10.1128/JB.187.15.5249-5258.2005. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44.Bolger AM, Lohse M, Usadel B. 2014. Trimmomatic: a flexible trimmer for Illumina sequence data. Bioinformatics 30:2114–2120. doi: 10.1093/bioinformatics/btu170. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 45.Langmead B, Salzberg SL. 2012. Fast gapped-read alignment with Bowtie 2. Nat Methods 9:357–359. doi: 10.1038/nmeth.1923. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 46.Anders S, Pyl PT, Huber W. 2015. HTSeq—a Python framework to work with high-throughput sequencing data. Bioinformatics 31:166–169. doi: 10.1093/bioinformatics/btu638. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47.Love MI, Huber W, Anders S. 2014. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol 15:550. doi: 10.1186/s13059-014-0550-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 48.Benjamini YHY. 1995. Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc Series B Stat Methodol 57:289–300. doi: 10.1111/j.2517-6161.1995.tb02031.x. [DOI] [Google Scholar]
  • 49.Chen WP, Kuo TT. 1993. A simple and rapid method for the preparation of gram-negative bacterial genomic DNA. Nucleic Acids Res 21:2260. doi: 10.1093/nar/21.9.2260. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Li H, Durbin R. 2009. Fast and accurate short read alignment with Burrows-Wheeler transform. Bioinformatics 25:1754–1760. doi: 10.1093/bioinformatics/btp324. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 51.Li H, Handsaker B, Wysoker A, Fennell T, Ruan J, Homer N, Marth G, Abecasis G, Durbin R, Genome Project Data Processing Subgroup. 2009. The Sequence Alignment/Map format and SAMtools. Bioinformatics 25:2078–2079. doi: 10.1093/bioinformatics/btp352. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52.Froehlich B, Parkhill J, Sanders M, Quail MA, Scott JR. 2005. The pCoo plasmid of enterotoxigenic Escherichia coli is a mosaic cointegrate. J Bacteriol 187:6509–6516. doi: 10.1128/JB.187.18.6509-6516.2005. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 53.Schäfer A, Tauch A, Jäger W, Kalinowski J, Thierbach G, Pühler A. 1994. Small mobilizable multi-purpose cloning vectors derived from the Escherichia coli plasmids pK18 and pK19: selection of defined deletions in the chromosome of Corynebacterium glutamicum. Gene 145:69–73. doi: 10.1016/0378-1119(94)90324-7. [DOI] [PubMed] [Google Scholar]
  • 54.Kovach ME, Elzer PH, Hill DS, Robertson GT, Farris MA, Roop RM, Peterson KM. 1995. Four new derivatives of the broad-host-range cloning vector pBBR1MCS, carrying different antibiotic-resistance cassettes. Gene 166:175–176. doi: 10.1016/0378-1119(95)00584-1. [DOI] [PubMed] [Google Scholar]
  • 55.Simon R, Priefer U, Pühler A. 1983. A broad host range mobilization system for in vivo genetic engineering: transposon mutagenesis in Gram negative bacteria. Nat Biotechnol 1:784–791. doi: 10.1038/nbt1183-784. [DOI] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Supplemental file 1
zam003209574s1.pdf (854KB, pdf)
Supplemental file 2
zam003209574sd2.xlsx (810.3KB, xlsx)

Data Availability Statement

The accession number for the RNA-seq data in the Gene Expression Omnibus (GEO) database is GSE135630. The NCBI accession numbers for sequences are PRJNA520130 to PRJNA520144, PRJNA537839, and PRJNA537840.


Articles from Applied and Environmental Microbiology are provided here courtesy of American Society for Microbiology (ASM)

RESOURCES