Abstract
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Enhanced chaotrope tolerance and (S)‐2‐hydroxypropiophenone production by recombinant Pseudomonas putida engineered with Pprl from Deinococcus radiodurans
Abstract
Pseudomonas putida is a soil bacterium with multiple uses in fermentation and biotransformation processes. P.putida ATCC 12633 can biotransform benzaldehyde and other aldehydes into valuable α‐hydroxyketones, such as (S)‐2‐hydroxypropiophenone. However, poor tolerance of this strain toward chaotropic aldehydes hampers efficient biotransformation processes. To circumvent this problem, we expressed the gene encoding the global regulator PprI from Deinococcus radiodurans, an inducer of pleiotropic proteins promoting DNA repair, in P.putida. Fine‐tuned gene expression was achieved using an expression plasmid under the control of the LacIQ/P trc system, and the cross‐protective role of PprI was assessed against multiple stress treatments. Moreover, the stress‐tolerant P.putida strain was tested for 2‐hydroxypropiophenone production using whole resting cells in the presence of relevant aldehyde substrates. P.putida cells harbouring the global transcriptional regulator exhibited high tolerance toward benzaldehyde, acetaldehyde, ethanol, butanol, NaCl, H2O2 and thermal stress, thereby reflecting the multistress protection profile conferred by PprI. Additionally, the engineered cells converted aldehydes to 2‐hydroxypropiophenone more efficiently than the parental P.putida strain. 2‐Hydroxypropiophenone concentration reached 1.6gL−1 upon a 3‐h incubation under optimized conditions, at a cell concentration of 0.033g wet cell weight mL−1 in the presence of 20mM benzaldehyde and 600mM acetaldehyde. Product yield and productivity were 0.74g 2‐HPP g−1 benzaldehyde and 0.089g 2‐HPP g cell dry weight−1h−1, respectively, 35% higher than the control experiments. Taken together, these results demonstrate that introducing PprI from D.radiodurans enhances chaotrope tolerance and 2‐HPP production in P.putida ATCC 12633.
Abstract
The gene encoding the global regulator PprI from Deinococcus radiodurans, an inducer of pleiotropic proteins promoting DNA repair, was expressed in Pseudomonas putida. The cells harbouring the global transcriptional regulator exhibited high tolerance toward benzaldehyde, acetaldehyde, ethanol, butanol, NaCl, H2O2 and thermal stress, thereby reflecting the multistress protection profile conferred by PprI. Additionally, the engineered cells converted aldehydes to 2‐hydroxypropiophenone more efficiently than the parental P.putida strain.
INTRODUCTION
Pseudomonas putida is a bacterium commonly found in soil and water, and is widely known for its ability to tolerate various chemicals. This feature has made it a popular choice for degrading pollutants in waste streams, such as benzene, toluene, ethylbenzene and xylene (BTEX) (Kour et al., 2022; Shim & Yang, 1999). The high tolerance of certain strains of P.putida is attributed to mechanisms such as modifications in the membrane composition, including a shift in the conformation of membrane unsaturated fatty acids from cis to trans, the presence of efflux pumps that secrete the chaotropic chemicals outside the cell and rapid NADPH supply in response to environmental stresses (Duque et al., 2022; Hallsworth et al., 2003; Nikel et al., 2021; Vallon et al., 2015). Additionally, P.putida has gained attention as a microbial host in industrial biotechnology (Nikel & de Lorenzo, 2018; Timmis, 2002; Volke et al., 2022; Volke, Calero, et al., 2020; Weimer et al., 2020). P.putida ATCC 12633 is a non‐pathogenic member of this genus endowed with a native mandelate pathway. Previous studies have revealed that P.putida can effectively utilize both (R) and (S) enantiomers of mandelate through the mandelate pathway (Scheme 1). Benzoylformate decarboxylase is the third enzyme in this route which catalyses the non‐oxidative conversion of benzoylformate to benzaldehyde. Benzaldehyde is further metabolized through the β‐ketoadipate pathway and tricarboxylic acid (TCA) cycle to yield acetyl‐coenzyme A (CoA) (McLeish et al., 2003).
Benzoylformate decarboxylase can also catalyse carboligation side reactions, making it a valuable tool in the production of (S)‐2‐hydroxypropiophenone (2‐HPP) (Knoll et al., 2006; Kordesedehi et al., 2023). 2‐HPP is a valuable platform chemical that is used as a synthon in organic chemistry and as a precursor of antifungal agents (Fang et al., 2000; Gala et al., 1996). Also, 2‐HPP is a key component in the pharmaceutical industry for the synthesis of phenylpropane‐1, 2‐diol (Wachtmeister et al., 2016). Benzoylformate decarboxylase catalyses the reaction leading to 2‐HPP through its carboligase activity, typically using α‐ketoacids, such as benzoylformate or benzaldehyde, as donor substrates and acetaldehyde as an acceptor substrate (Cosp et al., 2008; Valinger et al., 2014). The biotransformation of aldehydic substrates can form a new carbon–carbon bond between two asymmetric molecules through carboligation reaction, which is difficult to achieve by chemical methods. While P.putida strains are generally thought to withstand solvent stressors, the growth of these strains can be severely impaired by benzaldehyde and other aldehydes (Simmonds & Robinson, 1998). Since it is well known that the resting (non‐growing) cells are suitable for producing chemicals with growth‐inhibitory or chaotropic substrates (Cray et al., 2015; Dvořák et al., 2020; Sun et al., 2018), among other benefits, it was previously envisioned that bioconversion with benzoylformate decarboxylase in a resting cell process could be particularly useful (De María et al., 2008; Kordesedehi et al., 2023; Wilcocks et al., 1992). High concentration of aldehyde substrates has an inhibitory effect on both the pure enzyme and the whole‐cell catalyst. Chaotropic solutes such as benzaldehyde and acetaldehyde induce alterations in the permeability of the cell membrane, affecting the transport of substrates and products while diminishing enzymes effectiveness. Consequently, this leads to a decreased biotransformation efficiency and a lower yield of hydroxyketones (Shin & Rogers, 1996; Simmonds & Robinson, 1998). Therefore, cellular stress due to chaotropicity of aldehydes remains a challenge for the biotransformation of benzaldehyde to 2‐HPP.
The genus Deinococcus is known for its extreme tolerance to various stress conditions including radiation, desiccation and other conditions that lead to DNA damage and oxidative stress (Ludanyi et al., 2014). Deinococcus radiodurans R1 is a polyextremophile, red‐pigmented and Gram‐positive bacterium that is highly resistant to different physical and chemical DNA‐damaging stresses (Battista, 2000; Smith et al., 1992), gamma and UV radiation (Anderson, 1956; Battista, 1997) and desiccation (Makarova et al., 2001). D.radiodurans contains a global transcription factor, PprI (inducer of pleiotropic proteins promoting DNA repair, also known as IrrE) (Lu & Hua, 2021). The crystal structure of the D.deserti PprI revealed a distinctive arrangement of three highly conserved domains (Vujičić‐Žagar et al., 2009). It not only activates diverse defence systems, but also greatly expands the range of perturbations in the genome‐wide transcriptional profile of Deinococcus (Lin et al., 2013). Through its three identified domains, it performs a crucial function in directly regulating the expression of other genes such as pprA and recA (Chen et al., 2011; Earl et al., 2002; Hua et al., 2003; Lu et al., 2012; Ohba et al., 2005). Enhanced tolerance against chemicals and various abiotic stress conditions including heat, osmotic pressure, salt and oxidative shock has been reported upon the expression of pprI. For instance, tolerance to organic solvents, such as ethanol and methanol, and Δ1‐dehydrogenation activity of Arthrobacter simplex were improved when PprI was introduced into the strain (Song et al., 2018). Furthermore, an optimal A.simplex strain was developed with improved biotransformation performance to produce prednisone acetate, a steroidal derivative, by the systematic optimization of PprI encoding gene expression levels and using a stronger promoter (Luo et al., 2021). In another study, directed evolution generated PprI mutants that were introduced into Saccharomyces cerevisiae, conferring the enhanced tolerance toward multiple inhibitors present in lignocellulose hydrolysates and thermal stress (Wang et al., 2020). Moreover, the acid stress tolerance of P.putida S16 as a pollutant‐degrading bacterium was boosted by expressing the gene encoding PprI (Zhou et al., 2019). Overexpression of this regulatory gene can also improve the tolerance of Escherichia coli and S.cerevisiae toward ethanol, butanol and osmotic pressure (Chen et al., 2011; Gao et al., 2003; Ma et al., 2011; Pan et al., 2009). Therefore, in the present study, we heterologously expressed the gene encoding PprI from D.radiodurans into P.putida to boost its tolerance against multiple stressors and potentially enhance the 2‐HPP production. The viability and growth of the engineered strain exposed to stressors, including aldehyde substrates, organic solvents, heat, NaCl and H2O2, were tested and compared to those of the control strain. Additionally, biotransformation of benzaldehyde to 2‐HPP using the engineered strain at higher benzaldehyde concentrations was investigated.
EXPERIMENTAL PROCEDURES
Enzymes, reagents, plasmid and microorganism
All chemicals were obtained from Merck (Darmstadt, Germany), Sigma‐Aldrich (USA) and Samchun Chemical Co. (Korea). All reagents were of reagent grade, unless otherwise stated. The expression vector pSEVA234 was used to express pprI (Silva‐Rocha et al., 2013). P.putida ATCC 12633 (PTCC 1694) was purchased from the Persian Type Culture Collection (PTCC), Iran. D.radiodurans R1 ATCC 13939 (IBRC‐M 10806) was obtained from the Iranian Biological Resource Center (IBRC).
Growth conditions
Pseudomonas putida ATCC 12633 was grown in lysogeny broth (LB) medium [5gL−1 yeast extract, 10gL−1 tryptone and 10gL−1 NaCl; 20gL−1 agar was added to the solid medium when needed]. The mandelate medium, which contained 3gL−1 ammonium mandelate, 0.2gL−1 nitrilotriacetic acid, 0.58gL−1 MgSO4.7H2O, 0.067gL−1 CaCl2.2H2O, 0.0002gL−1 (NH4)6 MO7O24.4H2O, 0.002gL−1 FeSO4.7H2O, 3.4gL−1 KH2PO4, 6.7gL−1 Na2HPO4.12H2O and 1gL−1 yeast extract, was used for the induction of benzoylformate decarboxylase synthesis and mandelate pathway (Hegeman, 1966).
The pprI gene was sourced from D.radiodurans, which was cultivated aerobically on a rotary shaker at 30°C (pH7.2) using tryptone glucose yeast extract broth (TGYB), containing 5gL−1 tryptone, 10gL−1 yeast extract, 1gL−1 K2HPO4 and 1gL−1 glucose; 20gL−1 agar was added when needed. Defined medium broth (DMB) for shaken‐flask cultivation contained 6gL−1 Na2HPO4, 3gL−1 KH2PO4, 2gL−1 NH4Cl, 0.2gL−1 MgSO4·7H2O, 0.015gL−1 CaCl2·2H2O and 1mL trace element solution (1.5gL−1 FeCl3·6H2O, 0.15gL−1 H3BO3, 0.03gL−1 CuSO4·5H2O, 0.18gL−1 KI, 0.12gL−1 MnCl2·4H2O, 0.06gL−1 Na2MoO4·2H2O, 0.023gL−1 NiCl2·6H2O, 0.12gL−1 ZnSO4·7H2O, 0.15gL−1 CoCl2·6H2O and 10gL−1 EDTA). The medium was supplemented with 5gL−1 glucose as the sole carbon source (Yu et al., 2016). Bacterial liquid cultures were incubated with shaking at 200rpm, and kanamycin was added at 50μgmL−1 to the medium when required.
Construction of a recombinant plasmid for pprI expression in P.putida
Genomic DNA was extracted from actively growing cultures of D.radiodurans following a previously described procedure (Norais et al., 2013). The gene encoding PprI containing 987bp was amplified by PCR using the forward (5′‐TAT AGA ATT C AG GAG GAA AAA CAT ATG CCC AGT GCC AAC G‐3′) and reverse primers (5′‐ATA TAA GCT TTC ACT GTG CAG CGT CCT GC‐3′). An EcoRI restriction site at the start codon and a HindIII restriction site after the stop codon (underlined in reverse primers) were introduced into the primers. Due to the absence of a ribosomal binding site in the vector pSEVA234, the Shine–Dalgarno motif was placed before the start codon as a ribosome‐binding site (bold in forward primer). The PCR product was then electrophoresed on an agarose gel to confirm that reaction worked. Finally, the DNA fragment encoding PprI was isolated from the agarose gel. The fragment was then ligated into a linear pSEVA vector using T4 ligase (Thermo Fisher Scientific). This new construct was named pSEVA‐PprI. The construct pSEVA‐PprI was introduced into the competent P.putida ATCC 12633 cells using the calcium chloride transformation method. This new strain was named P‐PprI. An empty vector was also transformed into P.putida as a control strain.
Heterologous expression of pprI
P‐PprI as well as the control strains were grown at 30°C in LB medium in two 250mL flasks containing 50mL of LB. Batch cultures were incubated at 30°C with shaking (200rpm) until the early exponential phase (OD600 ~0.4) was reached. The early exponential phase cells were induced with 0.1mM isopropyl β‐D‐1‐thiogalactopyranoside (IPTG). To confirm the heterologous expression of the gene encoding the PprI protein, the cells from 40mL of culture were harvested by centrifugation 4h after the addition of IPTG and frozen at −80°C until use. To extract soluble proteins, the frozen pellets were resuspended in 6mL of pre‐cooled 10mM Tris–HCl (pH8.0) disrupted by mild sonication at 4°C and centrifuged at 12,000×g for 20min. The soluble proteins recovered in the supernatant phase were analysed using 12% (w/v) sodium dodecyl sulfate–polyacrylamide gel electrophoresis (SDS‐PAGE). For the SDS‐PAGE analysis, 20μL of the soluble extract was mixed with 6μL of loading buffer and heated at 95°C for 5min. After a brief mixing, the mixture was loaded onto a gel.
To extract total protein (soluble and insoluble proteins), the frozen pellets derived from a 40mL cell culture were resuspended in 6mL of TE buffer (10mM Tris–HCl, 1mM EDTA, pH8). To 100μL of the crude lysate, 20μL of loading buffer containing β‐mercaptoethanol was added directly. The solution was heated for 10min at 95°C and centrifuged at 4°C, 21,000×g for 15min to remove cell debris (Nikel et al., 2008). The gel was prepared using a 12% (w/v) polyacrylamide gel according to Laemmli's protocol in a vertical slab gel apparatus (Bio‐Rad Laboratories), loaded with 20μL of the supernatant and stained with Coomassie Blue R‐250 (Laemmli, 1970). To assess the solubility of the PprI protein, the intensity of the corresponding bands in the total protein extracted from each strain was compared with that of the soluble fraction.
Assessing the effect of heterologous expression of pprI gene on the cell growth
To examine the effect of the pprI gene expression on growth, the recombinant and control strains were inoculated into an Erlenmeyer flask containing DMB at a ratio of 1:5. IPTG was added when the OD600 of the cells reached 0.4. Growth rate was monitored by measuring the change in optical density at 600nm every hour.
Tolerance of the engineered strain to different stress conditions
All cell growth and survival studies were performed under various abiotic stress conditions using previously described methods with some modifications (Gallo et al., 2021). Therefore, the following experiments were performed to investigate the effects of PprI introduction on the stress tolerance of the P.putida cells.
First, a single colony of both the recombinant and the control P.putida strains was inoculated into 10mL of LB liquid medium supplemented with kanamycin (50μgmL −1). Precultures were incubated for 16h at 30°C and 200rpm. Following this, fresh 50mL LB cultures supplemented with antibiotics were inoculated with the precultures to an initial OD600 of 0.08 and incubated at 30°C and 200rpm until OD600 reached 0.4. The PprI expression was then induced with 0.1mM IPTG, and the cultures were incubated at 30°C and 200rpm for an additional 4h. The growing cells were then diluted into fresh LB medium containing 50μgmL−1 kanamycin with an initial OD600 of 0.05 and distributed to 24‐well plates (1mL per well) supplemented with 0.1mM IPTG.
The cells were then exposed to different treatments (i) acetaldehyde, 0, 50, 100, 150, 200, 250mM; (ii) benzaldehyde, 0, 10, 15, 20, 25, 30mM; (iii) butanol, 0, 0.5, 1, 1.25, 1.5% (v/v); (iv) ethanol, 0, 2, 3, 4, 5, 6% v/v; (V) NaCl, 0, 100, 200, 300, 400, 500, 550, 600, 650, 700, 750mM; (vi) H2O2, 0, 4, 6, 8, 10, 12, 15mM; and (vii) heat, 50°C for 0, 10, 20, 30, 40, 50min. The viability and growth of P‐PprI were tested under the stress conditions and compared with those of the control strain. Growth in each well was determined by measuring the absorbance at OD600 using a microplate reader (BioTek 800 TS) after 16 and 24h. The minimum inhibitory concentration (MIC) endpoint for each strain was determined as the lowest concentration of each treatment at which bacterial growth was completely inhibited. The experimental setup was prepared independently and measured in triplicates.
In addition, the effect of benzaldehyde treatment on the growth curves of the engineered and control strains was evaluated using a modified protocol described previously by Nikel et al. (2010) and Lieder et al. (2015). In brief, a single colony of the transformed strain was directly inoculated from lysogeny agar (LA) plates into 50mL of DMB medium containing the appropriate amount of antibiotic. At an OD600 of 0.04, IPTG was added to the Erlenmeyer flasks at a final concentration of 0.1mM, while the flasks were maintained at 30°C and 200rpm. When the cells were in the middle of their exponential growth phase and the absorbance reached nearly 1.8, benzaldehyde was added at concentrations of 15 and 20mM. Finally, cell growth was monitored by turbidity measurements using a biophotometer (Eppendorf) for several days. The cultures were diluted with 9gL−1 NaCl as necessary.
Spot plating assay
Spot plating assay was performed to enumerate the colonies formed by P‐PprI and the control strain containing an empty vector, following exposure to various stressors.
A single colony of both P‐PprI and control P.putida strains was inoculated into 10mL of LB liquid medium supplemented with kanamycin (50μgmL−1) in a 50mL Falcon tube. Precultures were incubated for 16h at 30°C and 200rpm. Subsequently, fresh 50mL LB cultures supplemented with antibiotics were inoculated with the precultures to achieve an initial OD600 of 0.08 and incubated at 30°C and 200rpm until OD600 reached 0.4. The PprI expression was then induced with 0.1mM IPTG, and the cultures were incubated at 30°C and 200rpm for an additional 4h.
During the mid‐exponential growth phase, acetaldehyde, benzaldehyde, H2O2, NaCl and ethanol were individually added to each culture at concentrations of 50mM, 15mM, 10mM, 750mM and 7%, respectively. The cultures were then maintained at the same conditions for additional 24h.
An aliquot from each culture was taken and serial dilutions were prepared to obtain dilutions ranging from 10−1 through 10−7 in deionized water. Ten microliter aliquots of each dilution were then spotted onto an LB agar containing 50μgmL−1 kanamycin. The plates were then allowed to briefly dry, inverted and placed in an incubator at 30°C. After 24h of incubation, single colonies were counted, and calculations were performed to determine the colony‐forming units (CFU) mL−1 using the following formula:
Whole‐cell biotransformations of benzaldehyde and acetaldehyde to 2‐HPP
The engineered (P‐PprI) and control P.putida cells were used as hosts for the whole‐cell bioconversion of benzaldehyde and acetaldehyde to 2‐HPP. Whole‐cell enzyme resting cells were prepared in several consecutive steps for the bioconversion of substrates to 2‐HPP. First, either an engineered or a control strain of P.putida was inoculated into 100mL Erlenmeyer flasks containing mandelate medium and incubated at 30°C for 16h. The final concentration of IPTG (0.1mM) was added when the absorbance of the cells reached an OD600 of 0.4 to induce protein expression. Kanamycin was then added to facilitate plasmid retention, where appropriate.
Subsequently, the seed culture was prepared by inoculation of 10mL of primary culture containing the P‐PprI and control strains into 100mL of the same medium in a 500mL flask. IPTG (0.1mM) was added during the initial stage of fermentation to induce protein expression. The culture was incubated at 30°C and 200rpm after induction for an additional 4h until the OD600 of the culture reached approximately 0.9.
Induced recombinant cells were cultivated by centrifugation (10,000×g for 10min at 4°C) and washed twice with 50mM sodium phosphate buffer (pH6). These bacterial pellets were used as whole‐benzoylformate decarboxylase biocatalysts to produce 2‐HPP through biotransformation. The cells were then resuspended in 6mL of resting cell medium containing 200mM sodium phosphate buffer at pH7 to reach the intended amount of wet cell weight (WCW) in the reaction medium. The reaction was performed in the presence of exogenous benzaldehyde (20mM) and acetaldehyde (600mM), as previously reported as optimum concentrations (Kordesedehi et al., 2023). A higher concentration of benzaldehyde (40mM) was also used to evaluate whether higher tolerance could improve the 2‐HPP production. The effect of initial whole‐cell concentration on the 2‐HPP formation during the biotransformation was also examined. A minimum cell load of 0.033g WCW mL−1 [0.006g cell dry weight (CDW) mL−1], corresponding to an OD600 of 20, was selected and the 2‐HPP production was evaluated.
The bioconversion assay was carried out aerobically in a 100mL Erlenmeyer flask at 30°C with shaking at 200rpm. During this process, equal portions of the bacterial cultures were withdrawn at specified time intervals and centrifuged at 10,000×g for 10min at 4°C to remove the precipitates. Next, 2‐HPP and benzaldehyde in the supernatant were extracted with equal volumes of dichloromethane, followed by vigorous vortexing for 10min and centrifugation for another 10min at 20,000×g at 4°C. The aqueous and organic phases were separated and the lower organic phase containing the desired product was removed using a syringe.
Analysis of 2‐HPP and benzaldehyde
Analysis of 2‐HPP and benzaldehyde was performed using a gas chromatograph (Agilent 6890) equipped with an FID detector, as described previously (Kordesedehi et al., 2023).
Plasmid stability
Plasmid segregational stability was studied in P.putida as previously described (Volke, Friis, et al., 2020).
RESULTS AND DISCUSSION
Heterologous expression of the gene encoding PprI in P.putida
The nucleotide sequence obtained by PCR from the genomic DNA of D.radiodurans was 100% identical to the open reading frame of gene encoding PprI (WP_010886813) with 987bp. The translated protein has 328 amino acids, with a theoretical molecular mass (kDa) and pI of 34.7 and 5.3, respectively. The coding sequence of pprI was cloned into pSEVA234 to produce PprI recombinantly in P.putida upon induction with IPTG. A band with the expected molecular weight for PprI was detected in the P‐PprI strain, whereas it was not observed in the control strain (Figure S1). In other studies, the expression of PprI encoding gene with a molecular mass of 36kDa was confirmed in E.coli strain MGBC‐PprI and Zymomonas mobilis carrying plasmid pBBR‐PprI (Zhang et al., 2010). A robust recombinant strain of Sphingomonas sp., deficient in carotenoid synthesis, was constructed via integration of the irrE gene into the crtB locus, a key gene involved in the synthesis of carotenoids. This strain produced welan gum, a widely used bacterial exopolysaccharide (EPS), in the absence of carotenoid synthesis. The expression of the target protein was identified by SDS‐PAGE, and a band with a molecular mass of approximately 32kDa was visualized (Liu et al., 2020). The pprI gene expression was also confirmed in P.putida S16 harbouring the recombinant plasmid pME‐GirrE (Zhou et al., 2019). In another study (Song et al., 2018), pprI was successfully expressed in A.simplex with an apparent molecular mass of 37kDa.
Importantly, under these conditions, the pSEVA234 vector used for expression of pprI was highly stable, and >99.5% of the cells retained the plasmid after 48h of incubation in LB medium, as assessed by plating the culture and dilutions thereof in the presence or absence of kanamycin (the antibiotic resistance marker in vector pSEVA234 and its derivatives).
The heterologous expression of the pprI gene confers tolerance in response to different stresses
Pseudomonas putida ATCC 12633 suffers from low tolerance to aldehydes. For instance, a benzaldehyde concentration higher than 20mM and an acetaldehyde concentration above 400mM seem to denature enzymes and reduce the reaction activity toward 2‐HPP (Simmonds & Robinson, 1998; Wilcocks et al., 1992). Moreover, P.putida ATCC 12633 cannot grow at benzaldehyde concentrations higher than 8mM in the presence or absence of yeast extract, suggesting that the chaotropic effect of benzaldehyde is not pathway‐ or condition‐specific (Simmonds & Robinson, 1998). Aldehydes are electrophilic compounds that act as chaotropic stressors and can cause damage to macromolecules (Aranda & del Olmo, 2003; Jayakody & Jin, 2021). Their cellular stress and chaotropicity pose a practical limit on the achievable 2‐HPP titers, making them an issue of interest for both academia and industry. Acetaldehyde is a chaotropic solute that can destabilize macromolecular systems, result in single or double breaks in genomic DNA (Jayakody & Jin, 2021; Singh & Khan, 1995) and affect numerous metabolic activities (Aranda & del Olmo, 2003). Chaotropic solutes can also stimulate oxidative stress in cells as a secondary effect and trigger accumulation of reactive oxygen species (ROS) (Hallsworth et al., 2003; Kunjapur & Prather, 2015; Singh & Khan, 1995).
Therefore, enhancing tolerance is essential toward a robust 2‐HPP‐producing strain. To achieve this, the present study aimed to heterologously express the gene encoding the prokaryotic regulator PprI of D.radiodurans in a 2‐HPP‐producing P.putida strain. Since pprI encodes a global regulator protein, its expression could lead to the enhanced tolerance toward many stressors. Consequently, the engineered P.putida expressing pprI was exposed to various physicochemical challenges, including benzaldehyde, acetaldehyde, butanol, ethanol, salt, H2O2 and heat treatment, to evaluate its enhanced tolerance.
The heterologous expression of pprI indeed caused an increase in resistance of the P‐PprI strain against acetaldehyde up to 50mM. In contrast, cells of the control strain were unable to survive at this concentration. The MIC values for acetaldehyde were 100 and 50mM for P‐PprI and the control strain, respectively, as depicted in Figure 1A.
The chaotropic activity of chaotropic stressors such as benzaldehyde can have many individual stress‐induced effects on the cell (Bhaganna et al., 2010). Benzaldehyde is an aromatic aldehyde that induces cell death by disrupting the integrity of bacterial cell membranes, leading to morphological changes and inhibition of microbial cell growth (Kunjapur et al., 2014; LoPachin & Gavin, 2014; Zaldivar et al., 1999). In this investigation, the recombinant cells expressing pprI were subsequently found to confer significant cross‐tolerance to two of the most potent inhibitors, acetaldehyde and benzaldehyde, that inhibit bacterial cell growth and have irreversible inhibitory effects on the benzoylformate decarboxylase enzyme activity (Iding et al., 2000; Simmonds & Robinson, 1998). Whereas benzaldehyde inhibited the growth of the control strain at 10mM, the inhibitory effect of benzaldehyde for the P‐PprI strain was only observed at 15mM. Moreover, the P‐PprI strain displayed higher final OD600 values (cell densities) at all the benzaldehyde concentrations above 10mM when compared to the control strain (Figure 1B).
Since benzaldehyde is the main stressor substrate used in the production of 2‐HPP, the growth profiles of the P‐PprI strain and P.putida ATCC 12633 in the presence of two inhibitory levels of benzaldehyde, 15 and 20mM, were also investigated. As shown in Figure 2, all the cells experienced comparable growth rates in the exponential phase. However, the P‐PprI strain exhibited continued growth beyond this phase, whereas the control strain failed to adapt to the stressful conditions and stopped growing. Consequently, the engineered strain demonstrated a significantly higher final OD600, with an approximately 2‐ and 4‐fold increase at 15mM and 20mM benzaldehyde concentrations, respectively, in comparison to the control strain.
Improved tolerance and cell survival after exposure to aldehyde substrates is a complicated trait, and the underlying molecular mechanisms remain largely unknown. The DNA repair machinery is likely part of the aldehyde detoxification processes that help to alleviate the growth inhibition caused by aldehydes (Xie et al., 2016). This mechanism also increases the levels of cellular antioxidant metabolites and enzyme activities, which can reduce aldehyde‐mediated membrane damage and apoptosis caused by ROS. In addition, other regulatory mechanisms participate in cellular macromolecule defence pathways, central metabolism and redox shuttles (Jayakody et al., 2018; LoPachin & Gavin, 2014). The expression of many genes related to stress‐responsive proteins, growth‐related proteins, protein kinases, transcriptional regulators, signal transduction and detoxification proteins is probably affected (Lu et al., 2009). Nevertheless, further studies are required to elucidate the molecular mechanisms underlying the pprI expression that contribute to the enhanced aldehyde tolerance in P.putida cells.
Organic solvents can directly or indirectly damage membrane lipids, proteins and genomic DNA (Weber & de Bont, 1996). Chaotropes, such as ethanol and butanol, can cause cellular leakage due to an increase of cell membrane permeability, alteration of Ca2+ homeostasis and oxidative stress (Bhaganna et al., 2010; Cray et al., 2015). Hence, numerous attempts have been made to enhance the tolerance of microorganisms to organic solvents (Schalck et al., 2021; Zhang et al., 2015).
Our results did not show a significant increase in cell viability in the presence of butanol of the engineered strain when compared to the control strain. Both the recombinant and the control strains exhibited an MIC value of 1% (v/v) butanol, which impeded any growth for both strains (Data S1). Nevertheless, after 24h, the cells containing the exogenous gene showed superior growth at 1% (v/v) butanol and reached an absorbance level of 0.355, whereas no further growth was detected for the control strain (Figure 1C). PprI simultaneously enhanced cell resistance to various stresses in a stress‐ and strain‐dependent fashion, with the butanol resistance phenotype resulting from multigene regulation (Song et al., 2018). This paradoxical finding possibly arises from the fact that some pathways activated by PprI might not be specific to the butanol stress tolerance phenotype (Cuenca et al., 2016; Ramos et al., 2015). An artificially evolved exogenous global regulator may be a suitable strategy to confer cross‐tolerance to butanol in Pseudomonas strains. Laboratory‐evolved PprI mutants have been shown to improve E.coli tolerance to ethanol and butanol stress (Chen et al., 2011).
Ethanol is an important chaotropic compound that inhibits β‐galactosidase activity and reduces water activity (Bell et al., 2013; Bhaganna et al., 2010; Hallsworth, 1998; Hallsworth & Nomura, 1999). The P‐PprI strain also showed the improved tolerance to ethanol. Whereas the growth of control cells was completely restrained at 5% (v/v) ethanol after 16h, the recombinant strain tolerated 4 and 5% (v/v) ethanol and proliferated well (Data S1). Additionally, the OD600 of P‐PprI reached a maximum of 0.65 after 24h in the presence of 6% (v/v) ethanol, whereas the control strain displayed significantly impaired growth (Figure 1D). Helalat et al. (2019) reported a similar cross‐protection role of the pprI gene in increasing the tolerance of different pprI‐expressing cells of S.cerevisiae to a range of compounds, including ethanol, salt and butanol. The authors also confirmed an increase in the yield of biofuel production.
The saline and osmotic stressor, NaCl, modifies the cell's osmotic balance. Various concentrations of NaCl were applied to evaluate the osmotic status of the cells and assess their resistance to salts. The cell growth rate was monitored for 16h (Data S1) and 24h (Figure 3A). The P‐PprI strain showed a significantly higher tolerance to NaCl and higher cell growth than the control strain. The control strain exhibited slightly improved growth at salt concentrations of up to 400mM, whereas the P‐PprI strain demonstrated remarkable growth compared to the control strain when exposed to the salt concentrations between 500 and 750mM. The P‐PprI strain was able to tolerate up to 750mM NaCl and grew well while the control strain displayed impaired growth. Tolerance to osmotic stressor is regulated by several unidentified genes and molecular mechanisms. Following exposure to hyperosmotic conditions, the expression of protein kinases, such as the Ndk‐encoding gene, is likely to be upregulated in the P.putida cells expressing pprI (Lu et al., 1995; Pan et al., 2009). Accordingly, the transcription levels of trehalose biosynthetic genes are elevated in the pprI‐expressing microorganisms and trehalose accumulation can serve as a crucial osmoprotectant disaccharide under osmotic stress conditions (Ma et al., 2011). On the other hand, ATP level is upregulated in the cells with activated PprI in the presence of salt or ethanol stress as an index of cell energy and expression of genes involved in energy generation processes (Chen et al., 2012; Pan et al., 2009; Zhao et al., 2015). The P.putida cells synthesize and accumulate low‐molecular‐weight hydrophilic compounds such as glycerol and trehalose. These compounds can protect their macromolecular machinery from the adverse effects of hydrophilic chaotropes like ethanol and benzyl alcohol, as well as hydrophobic substances such as benzene and toluene. Additionally, they help mitigate the inhibitory impact of kosmotropic stressors, such as NaCl, under challenging conditions (Bhaganna et al., 2010, 2016). The content of these intracellular compatible solutes, that is, trehalose and glycerol, is further stimulated by the pprI gene in the recombinant strains following exposure to ethanol and salt osmotic conditions (Chen et al., 2012; Ma et al., 2011; Pan et al., 2009; Song et al., 2018; Zhao et al., 2015). Therefore, it appears that the expression of the pprI gene in different cells intensifies organism's tolerance to ethanol and salt, based on the findings of the current study and previous studies (Ma et al., 2011; Pan et al., 2009; Zaldivar et al., 1999; Zhang et al., 2010; Zhao et al., 2015).
Some cellular stressors such as oxidative damage and extreme temperature can reduce or prevent cell functions, impair or damage cell membranes and macromolecules, and may be lethal (Noel et al., 2023). Hydrogen peroxide (H2O2) is an ROS that can damage the cell membrane and the crucial biomolecules, including DNA and proteins (Misra & Fridovich, 1976). Overexpression of pprI can significantly and specifically induce pprA and recA expression in Deinococcus spp. (Hua et al., 2003). PprA, a pleiotropic protein‐promoting DNA repair, has been reported to stimulate a catalase activity in E.coli, leading to the enhanced levels of antioxidant metabolites in cells and increased tolerance to hydrogen peroxide (Kota & Misra, 2006). Moreover, PprI has a significant effect on the oxidative stress response of Deinococcus by improving the RecA encoding gene expression and promoting the activity of KatG, an enzyme with a catalase‐peroxidase function (Hua et al., 2003).
Therefore, the P‐PprI and control strains were examined for their responses to H2O2 stress (Figure 3B). The P‐PprI strain tolerated up to 12mM H2O2 and grew well, whereas the control strain could only survive at H2O2 levels below 8mM. With 8mM of the oxidative stress agent, the OD600 for the P‐PprI strain was 1.03 after 24h, while the control strain only grew up to 0.14. The results after16h of exposure to H2O2 display a similar trend, as shown in the Data S1 (Figure S3F). Similarly, Gao et al. (2003) showed that the heterologous expression of pprI confers tolerance in E.coli to H2O2.
We further studied the effect of heterologous pprI expression on P‐PprI tolerance to thermal stress. Therefore, the P‐PprI and control strains were incubated at 50°C for different time intervals, and the temperature was then shifted to 30°C for 16h to examine heat stress survival. The control strain was unable to grow under optimum culture conditions after being exposed to 50°C for 50min, whereas the P‐PprI strain exhibited the ability to grow in lysogeny broth (LB) medium after 16h despite that the same thermal stress was applied (Figure 3C). Moreover, the P‐PprI strain was able to grow in LB medium after 16h even when they had been exposed to 50°C for as long as 50min, while the control strain was not able to grow under such conditions (Figure 3C). The minimum inhibitory time for the control strain was 50min at 50°C, after which it failed to grow even under optimum culture conditions.
Previous studies have shown that the expression level of sufB increased in a pprI‐expressing strain of E.coli in response to cellular damage. This gene can subsequently alleviate the adverse effects of osmotic pressure and heat stress conditions in microorganisms (Gunasekera et al., 2008; Song et al., 2018). Furthermore, stress‐inducible ATP‐dependent protease can be induced as a key protein at high temperatures by the pprI‐expressing microorganisms (Han & Lee, 2006). Therefore, PprI potentially can protect P.putida from a thermal stress.
These results suggest that the gene encoding PprI regulates a cluster of genes with functions related to different metabolic and signalling pathways, ultimately enhancing defence against diverse abiotic stresses, such as oxidative, osmotic and thermal shocks (Pan et al., 2009).
Spot plating assay of cells exposed to stressors
A spot plating assay was performed to further explore improved tolerance of the recombinant strain toward stressors. To this end, the survival of the P‐PprI and control strains was assessed following stressors exposure using spot plating technique. In general, the results revealed that P‐PprI strain grew better and forms more colonies on LB agar medium supplemented with kanamycin compared to the control strain after 24h of exposure to different stressors (Table 1).
TABLE 1
Stressor | Concentration | Survival (CFUmL−1) of Pseudomonas putida | Fold‐change in survival | |
---|---|---|---|---|
P‐PprI | ATCC 12633 (control) | |||
Benzaldehyde | 15mM | 3×109 | 2×109 | 1.5 |
Acetaldehyde | 50mM | 1×104 | 0 | N.A. |
Ethanol | 7% (v/v) | 4×107 | 6×106 | 6 |
H2O2 | 10mM | 2×104 | 1×104 | 2 |
NaCl | 750mM | 5×1012 | 2×1012 | 2.5 |
Evaluating the cell survival in the presence of the aldehyde showed that the strain P‐PprI formed 50% more colonies compared to the control strain when exposed to 15mM benzaldehyde. Moreover, the control strain did not form any colonies on the medium containing 50mM acetaldehyde, which supports the results obtained in liquid cultures. Further, our spot plating assay suggested enhanced tolerance of the P‐PprI strain upon exposure to 7% (v/v) ethanol as the number of colonies for the recombinant strain increased by 5.7‐fold compared to the control strain. The enhanced phenotype was also verified under oxidative stress conditions, since the total number of the colonies on a plate containing 10mM H2O2 was 2‐times higher for strain P‐PprI that for the control strain. Finally, regarding the inhibitory effects of NaCl, we also conducted a spot platting test following treatment of P‐PprI and control strains subjected to 750mM NaCl. Quantified colonies for both experimental setups support the observed results with in liquid cultures, confirming higher salt tolerance for the recombinant strain as a result of expressing the gene encoding PprI from D.radiodurans.
2‐HPP production by control and engineered resting cells
The development of biocatalytic strategies is of particular interest for the low‐cost and efficient enantiopure synthesis of fine chemicals like α‐hydroxyketones. The most important function of the induced P.putida cells cultivated in a mandelate medium is the bioconversion of aldehyde substrates into the corresponding α‐hydroxyketones such as 2‐HPP. As such, 2‐HPP production was investigated using a biocatalytic strategy that fulfils green chemistry principles using both the recombinant and the control whole cells, starting from an inexpensive aldehyde substrate. Resting cells can be employed for catalysing a carboligation reaction leading to 2‐HPP because their physiological status and metabolic activity are easy to control (de Carvalho, 2017). To this end, P.putida cells were collected after growing in the ammonium mandelate medium and resuspended in sodium phosphate buffer. Thus, an efficient resting cell‐based bioprocess was developed to alleviate growth‐coupled limitations. The amount of 2‐HPP formation by the recombinant strain was compared with that of the control strain to monitor the effect of pprI overexpression and, consequently, higher aldehyde tolerance on 2‐HPP production. We tracked the changes in 2‐HPP production by the recombinant cells compared to the control strain using optimized substrate concentrations determined in our recent study (Kordesedehi et al., 2023).
The production of 2‐HPP in the engineered strain was enhanced from 1.2gL−1 (control strain) to 1.6gL−1 for the P‐PprI strain when using 20mM benzaldehyde and 600mM acetaldehyde with 0.033g WCW mL−1 after an incubation of 3h. This corresponds to a yield of 0.74g 2‐HPP g−1 benzaldehyde for the recombinant strain, suggesting a 35% improvement in the yield compared to the control strain. Increasing the biomass load did not further improve 2‐HPP production.
When the benzaldehyde concentration was increased to 40mM, 2‐HPP titers of 1.55 and 1.1gL−1 were obtained for the P‐PprI and control strains, respectively. While the P‐PprI strain produced 50% more 2‐HPP from 40mM benzaldehyde, the 2‐HPP titers for both strains were still lower than when 20mM benzaldehyde was used. Notably, an increase in the biomass load correlated with biotransformation efficiency, leading to a 2‐ to 3‐fold increase in the 2‐HPP production in certain cases (Figure 4). For instance, for a biomass load of 0.099 and 0.0165g WCW mL−1 of recombinant cells, the 2‐HPP titers were 2.9 and 1.1gL−1, respectively. Under these conditions, >90% retained the PprI‐expressing plasmid.
The recombinant P.putida consumed most of the benzaldehyde (about 92%) when OD600 reached 60, and a significant amount of 2‐HPP (2.9gL−1) was excreted after this time. At cell concentrations exceeding 0.099g WCW mL−1, benzaldehyde was nearly fully utilized, leaving less than 0.3gL−1 of the unconsumed benzaldehyde remaining (Figure 5).
However, a further increase in the biomass did not result in a higher production. This was primarily due to the high biomass load, leading to an increased cell aggregation, which might restrain the substrate uptake and a respiratory function of the cells (Lu et al., 2009). Overall, the recombinant strain outperformed the control strain in terms of the 2‐HPP production, particularly in a system with a higher benzaldehyde concentration. This was accompanied by an improved cell viability at the high benzaldehyde concentrations, which is a major stress factor during biotransformation.
The results indicated that a multistress‐tolerant strain can more efficiently produce 2‐HPP relative to the control strain and should be regarded as a promising strategy when designing recombinant Pseudomonas biocatalysts to valorize aromatic and aliphatic substrates producing α‐hydroxyketones.
PprI has been implicated to improve the enzymatic activity of pyruvate decarboxylase (PDC) and alcohol dehydrogenase (ADH) as well as the ethanol production in ethanologenic E.coli and Z.mobilis strains (Ma et al., 2011; Zhang et al., 2010). Gómez‐Álvarez et al. (2022) demonstrated an enhanced bioconversion of lignin‐derived aromatics into the building block pyridine 2,4‐dicarboxylic acid by resting cells of engineered P.putida KT2440 overexpressing a transporter (pcaK) and a monooxygenase (pobA).
CONCLUSION
In recent years, there has been a growing interest in exploiting P.putida as a powerful and engineerable host for industrial biotechnology and biocatalytic applications. P.putida is ubiquitous in soil and water, and is therefore exposed to multiple sources of stress. Such exposure to physicochemical challenges has caused evolution of several defence mechanisms over time. However, this bacterium is still sensitive to the high concentrations of some chemicals, such as aldehydes and alcohols. Expression of a gene encoding the global regulator PprI from D.radiodurans in this study conferred tolerance to several chemical and environmental stresses. In particular, the engineered cells tolerated higher concentrations of H2O2 than the control cells. Also, the engineered strain was more tolerant to benzaldehyde and accumulated the highest 2‐HPP titers in a biotransformation process involving acetaldehyde and benzaldehyde as stressor chemicals. Therefore, the engineered strain may be useful for other processes in which cells are exposed to the high concentrations of stressor compounds. However, the mechanisms behind the improved tolerance resulting from the pprI expression are not fully understood, and further research is needed to reveal the molecular mechanisms underlying the phenotypes reported herein.
AUTHOR CONTRIBUTIONS
Reihaneh Kordesedehi: Conceptualization; data curation; formal analysis; investigation; methodology; visualization; writing – original draft. Azar Shahpiri: Data curation; formal analysis; project administration; resources; supervision; validation; visualization; writing – review and editing. Mohammad Ali Asadollahi: Data curation; formal analysis; funding acquisition; project administration; resources; supervision; validation; visualization; writing – review and editing. Davoud Biria: Conceptualization; data curation; validation; writing – review and editing. Pablo Iván Nikel: Data curation; formal analysis; funding acquisition; resources; validation; visualization; writing – review and editing.
FUNDING INFORMATION
Financial support received from Iran National Science Foundation (INSF) through the contract number 4002334 is appreciated. Grants from the Novo Nordisk Foundation [NNF20CC0035580 and TARGET (NNF21OC0067996)] to P.I.N. are gratefully acknowledged.
Notes
Kordesedehi, R. , Shahpiri, A. , Asadollahi, M.A. , Biria, D. & Nikel, P.I. (2024) Enhanced chaotrope tolerance and (S)‐2‐hydroxypropiophenone production by recombinant Pseudomonas putida engineered with Pprl from Deinococcus radiodurans . Microbial Biotechnology, 17, e14448. Available from: 10.1111/1751-7915.14448 [CrossRef] [Google Scholar]
Contributor Information
Azar Shahpiri, Email: ri.ca.tui@iriphahs.a.
Mohammad Ali Asadollahi, Email: ri.ca.iu.tsa@ihallodasa.am.
DATA AVAILABILITY STATEMENT
The datasets generated during and/or analysed during the current study are included in this published article. They are also available from the corresponding author on a reasonable request.
REFERENCES
- Anderson, A. (1956) Studies on a radio‐resistant micrococcus. I. Isolation, morphology, cultural characteristics, and resistance to gamma radiation. Food Technology, 10, 575–578. [Google Scholar]
- Aranda, A. & del Olmo, M.L. (2003) Response to acetaldehyde stress in the yeast Saccharomyces cerevisiae involves a strain‐dependent regulation of several ALD genes and is mediated by the general stress response pathway. Yeast, 20, 747–759. [Abstract] [Google Scholar]
- Battista, J.R. (1997) Against all odds: the survival strategies of Deinococcus radiodurans . Annual Review of Microbiology, 51, 203–224. [Abstract] [Google Scholar]
- Battista, J.R. (2000) Radiation resistance: the fragments that remain. Current Biology, 10, R204–R205. [Abstract] [Google Scholar]
- Bell, A.N. , Magill, E. , Hallsworth, J.E. & Timson, D.J. (2013) Effects of alcohols and compatible solutes on the activity of β‐galactosidase. Applied Biochemistry and Biotechnology, 169, 786–794. [Abstract] [Google Scholar]
- Bhaganna, P. , Bielecka, A. , Molinari, G. & Hallsworth, J.E. (2016) Protective role of glycerol against benzene stress: insights from the Pseudomonas putida proteome. Current Genetics, 62, 419–429. [Abstract] [Google Scholar]
- Bhaganna, P. , Volkers, R.J. , Bell, A.N. , Kluge, K. , Timson, D.J. , McGrath, J.W. et al. (2010) Hydrophobic substances induce water stress in microbial cells. Microbial Biotechnology, 3, 701–716. [Europe PMC free article] [Abstract] [Google Scholar]
- Chen, T. , Wang, J. , Yang, R. , Li, J. , Lin, M. & Lin, Z. (2011) Laboratory‐evolved mutants of an exogenous global regulator, IrrE from Deinococcus radiodurans, enhance stress tolerances of Escherichia coli . PLoS One, 6, e16228. [Europe PMC free article] [Abstract] [Google Scholar]
- Chen, T. , Wang, J. , Zeng, L. , Li, R. , Li, J. , Chen, Y. et al. (2012) Significant rewiring of the transcriptome and proteome of an Escherichia coli strain harboring a tailored exogenous global regulator IrrE. PLoS One, 7, e37126. [Europe PMC free article] [Abstract] [Google Scholar]
- Cosp, A. , Dresen, C. , Pohl, M. , Walter, L. , Röhr, C. & Müller, M. (2008) α,β‐Unsaturated aldehydes as substrates for asymmetric C‐C bond forming reactions with thiamin diphosphate (ThDP)‐dependent enzymes. Advanced Synthesis and Catalysis, 350, 759–771. [Google Scholar]
- Cray, J.A. , Stevenson, A. , Ball, P. , Bankar, S.B. , Eleutherio, E.C. , Ezeji, T.C. et al. (2015) Chaotropicity: a key factor in product tolerance of biofuel‐producing microorganisms. Current Opinion in Biotechnology, 33, 228–259. [Abstract] [Google Scholar]
- Cuenca, M.D.S. , Roca, A. , Molina‐Santiago, C. , Duque, E. , Armengaud, J. , Gómez‐Garcia, M.R. et al. (2016) Understanding butanol tolerance and assimilation in Pseudomonas putida BIRD‐1: an integrated omics approach. Microbial Biotechnology, 9, 100–115. [Europe PMC free article] [Abstract] [Google Scholar]
- de Carvalho, C.C. (2017) Whole cell biocatalysts: essential workers from nature to the industry. Microbial Biotechnology, 10, 250–263. [Europe PMC free article] [Abstract] [Google Scholar]
- De María, P.D. , Stillger, T. , Pohl, M. , Kiesel, M. , Liese, A. , Gröger, H. et al. (2008) Enantioselective C‐C bond ligation using recombinant Escherichia coli‐whole‐cell biocatalysts. Advanced Synthesis and Catalysis, 350, 165–173. [Google Scholar]
- Duque, E. , Udaondo, Z. , Molina, L. , de la Torre, J. , Godoy, P. & Ramos, J.L. (2022) Providing octane degradation capability to Pseudomonas putida KT2440 through the horizontal acquisition of oct genes located on an integrative and conjugative element. Environmental Microbiology Reports, 14, 934–946. [Europe PMC free article] [Abstract] [Google Scholar]
- Dvořák, P. , Kováč, J. & de Lorenzo, V. (2020) Biotransformation of D‐xylose to D‐xylonate coupled to medium‐chain‐length polyhydroxyalkanoate production in cellobiose‐grown Pseudomonas putida EM42. Microbial Biotechnology, 13, 1273–1283. [Europe PMC free article] [Abstract] [Google Scholar]
- Earl, A.M. , Mohundro, M.M. , Mian, I.S. & Battista, J.R. (2002) The IrrE protein of Deinococcus radiodurans R1 is a novel regulator of recA expression. Journal of Bacteriology, 184, 6216–6224. [Europe PMC free article] [Abstract] [Google Scholar]
- Fang, Q.K. , Han, Z. , Grover, P. , Kessler, D. , Senanayake, C.H. & Wald, S.A. (2000) Rapid access to enantiopure bupropion and its major metabolite by stereospecific nucleophilic substitution on an α‐ketotriflate. Tetrahedron: Asymmetry, 11, 3659–3663. [Google Scholar]
- Gala, D. , DiBenedetto, D.J. , Clark, J.E. , Murphy, B.L. , Schumacher, D.P. & Steinman, M. (1996) Preparations of antifungal Sch 42427/SM 9164: preparative chromatographic resolution, and total asymmetric synthesis via enzymatic preparation of chiral α‐hydroxy arylketones. Tetrahedron Letters, 37, 611–614. [Google Scholar]
- Gallo, G. , Mougiakos, I. , Bianco, M. , Carbonaro, M. , Carpentieri, A. , Illiano, A. et al. (2021) A hyperthermoactive‐Cas9 editing tool reveals the role of a unique arsenite methyltransferase in the arsenic resistance system of Thermus thermophilus HB27. mBio, 12, e02813‐21. [Europe PMC free article] [Abstract] [Google Scholar]
- Gao, G. , Tian, B. , Liu, L. , Sheng, D. , Shen, B. & Hua, Y. (2003) Expression of Deinococcus radiodurans PprI enhances the radioresistance of Escherichia coli . DNA Repair, 2, 1419–1427. [Abstract] [Google Scholar]
- Gómez‐Álvarez, H. , Iturbe, P. , Rivero‐Buceta, V. , Mines, P. , Bugg, T.D. , Nogales, J. et al. (2022) Bioconversion of lignin‐derived aromatics into the building block pyridine 2, 4‐dicarboxylic acid by engineering recombinant Pseudomonas putida strains. Bioresource Technology, 346, 126638. [Abstract] [Google Scholar]
- Gunasekera, T.S. , Csonka, L.N. & Paliy, O. (2008) Genome‐wide transcriptional responses of Escherichia coli K‐12 to continuous osmotic and heat stresses. Journal of Bacteriology, 190, 3712–3720. [Europe PMC free article] [Abstract] [Google Scholar]
- Hallsworth, J.E. (1998) Ethanol‐induced water stress in yeast. Journal of Bioscience and Bioengineering, 85, 125–137. [Google Scholar]
- Hallsworth, J.E. , Heim, S. & Timmis, K.N. (2003) Chaotropic solutes cause water stress in Pseudomonas putida . Environmental Microbiology, 5, 1270–1280. [Abstract] [Google Scholar]
- Hallsworth, J.E. & Nomura, Y. (1999) A simple method to determine the water activity of ethanol‐containing samples. Biotechnology and Bioengineering, 62(2), 242–245. [Abstract] [Google Scholar]
- Han, M.J. & Lee, S.Y. (2006) The Escherichia coli proteome: past, present, and future prospects. Microbiology and Molecular Biology Reviews, 70, 362–439. [Europe PMC free article] [Abstract] [Google Scholar]
- Hegeman, G. (1966) Synthesis of the enzymes of the mandelate pathway by Pseudomonas putida I. Synthesis of enzymes by the wild type. Journal of Bacteriology, 91, 1140–1154. [Europe PMC free article] [Abstract] [Google Scholar]
- Helalat, S.H. , Bidaj, S. , Samani, S. & Moradi, M. (2019) Producing alcohol and salt stress tolerant strain of Saccharomyces cerevisiae by heterologous expression of pprI gene. Enzyme and Microbial Technology, 124, 17–22. [Abstract] [Google Scholar]
- Hua, Y. , Narumi, I. , Gao, G. , Tian, B. , Satoh, K. , Kitayama, S. et al. (2003) PprI: a general switch responsible for extreme radioresistance of Deinococcus radiodurans . Biochemical and Biophysical Research Communications, 306(2), 354–360. [Abstract] [Google Scholar]
- Iding, H. , Dünnwald, T. , Greiner, L. , Liese, A. , Müller, M. , Siegert, P. et al. (2000) Benzoylformate decarboxylase from Pseudomonas putida as stable catalyst for the synthesis of chiral 2‐hydroxy ketones. Chemistry ‐ A European Journal, 6, 1483–1495. [Abstract] [Google Scholar]
- Jayakody, L.N. & Jin, Y.S. (2021) In‐depth understanding of molecular mechanisms of aldehyde toxicity to engineer robust Saccharomyces cerevisiae . Applied Microbiology and Biotechnology, 105, 2675–2692. [Abstract] [Google Scholar]
- Jayakody, L.N. , Johnson, C.W. , Whitham, J.M. , Giannone, R.J. , Black, B.A. , Cleveland, N.S. et al. (2018) Thermochemical wastewater valorization via enhanced microbial toxicity tolerance. Energy & Environmental Science, 11, 1625–1638. [Google Scholar]
- Knoll, M. , Müller, M. , Pleiss, J. & Pohl, M. (2006) Factors mediating activity, selectivity, and substrate specificity for the thiamin diphosphate‐dependent enzymes benzaldehyde lyase and benzoylformate decarboxylase. ChemBioChem, 7, 1928–1934. [Abstract] [Google Scholar]
- Kordesedehi, R. , Asadollahi, M.A. , Shahpiri, A. , Biria, D. & Nikel, P.I. (2023) Optimized enantioselective (S)‐2‐hydroxypropiophenone synthesis by free‐and encapsulated‐resting cells of Pseudomonas putida . Microbial Cell Factories, 22, 89. [Europe PMC free article] [Abstract] [Google Scholar]
- Kota, S. & Misra, H.S. (2006) PprA: a protein implicated in radioresistance of Deinococcus radiodurans stimulates catalase activity in Escherichia coli . Applied Microbiology and Biotechnology, 72, 790–796. [Abstract] [Google Scholar]
- Kour, D. , Khan, S.S. , Kour, H. , Kaur, T. , Devi, R. , Rai, P.K. et al. (2022) Microbe‐mediated bioremediation: current research and future challenges. Journal Of Applied Biology & Biotechnology, 10, 6–24. [Google Scholar]
- Kunjapur, A.M. & Prather, K.L. (2015) Microbial engineering for aldehyde synthesis. Applied and Environmental Microbiology, 81, 1892–1901. [Europe PMC free article] [Abstract] [Google Scholar]
- Kunjapur, A.M. , Tarasova, Y. & Prather, K.L. (2014) Synthesis and accumulation of aromatic aldehydes in an engineered strain of Escherichia coli . Journal of the American Chemical Society, 136, 11644–11654. [Abstract] [Google Scholar]
- Laemmli, U.K. (1970) Cleavage of structural proteins during the assembly of the head of bacteriophage T4. Nature, 227, 680–685. [Abstract] [Google Scholar]
- Lieder, S. , Nikel, P.I. , de Lorenzo, V. & Takors, R. (2015) Genome reduction boosts heterologous gene expression in Pseudomonas putida . Microbial Cell Factories, 14, 1–14. [Europe PMC free article] [Abstract] [Google Scholar]
- Lin, Z. , Zhang, Y. & Wang, J. (2013) Engineering of transcriptional regulators enhances microbial stress tolerance. Biotechnology Advances, 31, 986–991. [Abstract] [Google Scholar]
- Liu, X. , Zhao, M. , Xu, Z. , Xu, H. & Li, S. (2020) Construction of a robust Sphingomonas sp. strain for welan gum production via the expression of global transcriptional regulator IrrE. Frontiers in Bioengineering and Biotechnology, 8, 674. [Europe PMC free article] [Abstract] [Google Scholar]
- LoPachin, R.M. & Gavin, T. (2014) Molecular mechanisms of aldehyde toxicity: a chemical perspective. Chemical Research in Toxicology, 27, 1081–1091. [Europe PMC free article] [Abstract] [Google Scholar]
- Lu, H. , Chen, H. , Xu, G. , Shah, A.M.U.H. & Hua, Y. (2012) DNA binding is essential for PprI function in response to radiation damage in Deinococcus radiodurans . DNA Repair, 11, 139–145. [Abstract] [Google Scholar]
- Lu, H. , Gao, G. , Xu, G. , Fan, L. , Yin, L. , Shen, B. et al. (2009) Deinococcus radiodurans PprI switches on DNA damage response and cellular survival networks after radiation damage. Molecular and Cellular Proteomics, 8, 481–494. [Europe PMC free article] [Abstract] [Google Scholar]
- Lu, H. & Hua, Y. (2021) PprI: the key protein in response to DNA damage in Deinococcus . Frontiers in Cell and Development Biology, 8, 609714. [Europe PMC free article] [Abstract] [Google Scholar]
- Lu, Q. , Zhang, X. , Almaula, N. , Mathews, C.K. & Inouye, M. (1995) The gene for nucleoside diphosphate kinase functions as a mutator gene in Escherichia coli . Journal of Molecular Biology, 254, 337–341. [Abstract] [Google Scholar]
- Ludanyi, M. , Blanchard, L. , Dulermo, R. , Brandelet, G. , Bellanger, L. , Pignol, D. et al. (2014) Radiation response in Deinococcus deserti: IrrE is a metalloprotease that cleaves repressor protein DdrO. Molecular Microbiology, 94, 434–449. [Abstract] [Google Scholar]
- Luo, J.M. , Zhu, W.C. , Cao, S.T. , Lu, Z.Y. , Zhang, M.H. , Song, B. et al. (2021) Improving biotransformation efficiency of Arthrobacter simplex by enhancement of cell stress tolerance and enzyme activity. Journal of Agricultural and Food Chemistry, 69, 704–716. [Abstract] [Google Scholar]
- Ma, R. , Zhang, Y. , Hong, H. , Lu, W. , Lin, M. , Chen, M. et al. (2011) Improved osmotic tolerance and ethanol production of ethanologenic Escherichia coli by IrrE, a global regulator of radiation‐resistance of Deinococcus radiodurans . Current Microbiology, 62, 659–664. [Abstract] [Google Scholar]
- Makarova, K.S. , Aravind, L. , Wolf, Y.I. , Tatusov, R.L. , Minton, K.W. , Koonin, E.V. et al. (2001) Genome of the extremely radiation‐resistant bacterium Deinococcus radiodurans viewed from the perspective of comparative genomics. Microbiology and Molecular Biology Reviews, 65, 44–79. [Europe PMC free article] [Abstract] [Google Scholar]
- McLeish, M.J. , Kneen, M.M. , Gopalakrishna, K.N. , Koo, C.W. , Babbitt, P.C. , Gerlt, J.A. et al. (2003) Identification and characterization of a mandelamide hydrolase and an NAD(P)+‐dependent benzaldehyde dehydrogenase from Pseudomonas putida ATCC 12633. Journal of Bacteriology, 185(8), 2451–2456. [Europe PMC free article] [Abstract] [Google Scholar]
- Misra, H.P. & Fridovich, I. (1976) Superoxide dismutase and the oxygen enhancement of radiation lethality. Archives of Biochemistry and Biophysics, 176, 577–581. [Abstract] [Google Scholar]
- Nikel, P.I. & de Lorenzo, V. (2018) Pseudomonas putida as a functional chassis for industrial biocatalysis: from native biochemistry to trans‐metabolism. Metabolic Engineering, 50, 142–155. [Abstract] [Google Scholar]
- Nikel, P.I. , Fuhrer, T. , Chavarría, M. , Sánchez‐Pascuala, A. , Sauer, U. & de Lorenzo, V. (2021) Reconfiguration of metabolic fluxes in Pseudomonas putida as a response to sub‐lethal oxidative stress. The ISME Journal, 15, 1751–1766. [Europe PMC free article] [Abstract] [Google Scholar]
- Nikel, P.I. , Pettinari, M.J. , Ramírez, M.C. , Galvagno, M.A. & Méndez, B.S. (2008) Escherichia coli arcA mutants: metabolic profile characterization of microaerobic cultures using glycerol as a carbon source. Journal of Molecular Microbiology and Biotechnology, 15, 48–54. [Abstract] [Google Scholar]
- Nikel, P.I. , Ramirez, M.C. , Pettinari, M.J. , Méndez, B.S. & Galvagno, M.A. (2010) Ethanol synthesis from glycerol by Escherichia coli redox mutants expressing adhE from Leuconostoc mesenteroides . Journal of Applied Microbiology, 109, 492–504. [Abstract] [Google Scholar]
- Noel, D. , Hallsworth, J.E. , Gelhaye, E. , Darnet, S. , Sormani, R. & Morel‐Rouhier, M. (2023) Modes‐of‐action of antifungal compounds: stressors and (target‐site‐specific) toxins, toxicants, or toxin–stressors. Microbial Biotechnology, 16, 1438–1455. [Europe PMC free article] [Abstract] [Google Scholar]
- Norais, C. , Servant, P. , Bouthier‐de‐la‐Tour, C. , Coureux, P.‐D. , Ithurbide, S. , Vannier, F. et al. (2013) The Deinococcus radiodurans DR1245 protein, a DdrB partner homologous to YbjN proteins and reminiscent of type III secretion system chaperones. PLoS One, 8, e56558. [Europe PMC free article] [Abstract] [Google Scholar]
- Ohba, H. , Satoh, K. , Yanagisawa, T. & Narumi, I. (2005) The radiation responsive promoter of the Deinococcus radiodurans pprA gene. Gene, 363, 133–141. [Abstract] [Google Scholar]
- Pan, J. , Wang, J. , Zhou, Z. , Yan, Y. , Zhang, W. , Lu, W. et al. (2009) IrrE, a global regulator of extreme radiation resistance in Deinococcus radiodurans, enhances salt tolerance in Escherichia coli and Brassica napus . PLoS One, 4, e4422. [Europe PMC free article] [Abstract] [Google Scholar]
- Ramos, J.L. , Sol Cuenca, M. , Molina‐Santiago, C. , Segura, A. , Duque, E. , Gómez‐García, M.R. et al. (2015) Mechanisms of solvent resistance mediated by interplay of cellular factors in Pseudomonas putida . FEMS Microbiology Reviews, 39, 555–566. [Abstract] [Google Scholar]
- Schalck, T. , Bergh, B.V.D. & Michiels, J. (2021) Increasing solvent tolerance to improve microbial production of alcohols, terpenoids and aromatics. Microorganisms, 9, 249. [Europe PMC free article] [Abstract] [Google Scholar]
- Shim, H. & Yang, S.T. (1999) Biodegradation of benzene, toluene, ethylbenzene, and o‐xylene by a coculture of Pseudomonas putida and Pseudomonas fluorescens immobilized in a fibrous‐bed bioreactor. Journal of Biotechnology, 67, 99–112. [Abstract] [Google Scholar]
- Shin, H.S. & Rogers, P.L. (1996) Production of L‐phenylacetylcarbinol (L‐PAC) from benzaldehyde using partially purified pyruvate decarboxylase (PDC). Biotechnology and Bioengineering, 49, 52–62. [Abstract] [Google Scholar]
- Silva‐Rocha, R. , Martínez‐García, E. , Calles, B. , Chavarría, M. , Arce‐Rodríguez, A. , de Las Heras, A. et al. (2013) The standard European vector architecture (SEVA): a coherent platform for the analysis and deployment of complex prokaryotic phenotypes. Nucleic Acids Research, 41, D666–D675. [Europe PMC free article] [Abstract] [Google Scholar]
- Simmonds, J. & Robinson, G.K. (1998) Formation of benzaldehyde by Pseudomonas putida ATCC 12633. Applied Microbiology and Biotechnology, 50, 353–358. [Google Scholar]
- Singh, N.P. & Khan, A. (1995) Acetaldehyde: genotoxicity and cytotoxicity in human lymphocytes. Mutation Research, DNA Repair, 337, 9–17. [Abstract] [Google Scholar]
- Smith, M. , Masters, C. & Moseley, B. (1992) Molecular biology of radiation‐resistant bacteria. In: Herbert, R.A. & Sharp, R.J. (Eds.) Molecular biology and biotechnology of extremophiles. New York: Chapman & Hall, pp. 258–280. [Google Scholar]
- Song, B. , Zhou, Q. , Xue, H.J. , Liu, J.J. , Zheng, Y.Y. , Shen, Y.B. et al. (2018) IrrE improves organic solvent tolerance and Δ1‐dehydrogenation productivity of Arthrobacter simplex . Journal of Agricultural and Food Chemistry, 66, 5210–5220. [Abstract] [Google Scholar]
- Sun, L. , Sun, W. , Wang, D. , Cui, F. , Qi, X. & Xu, Z. (2018) A novel 2‐keto‐D‐gluconic acid high‐producing strain Arthrobacter globiformis JUIM02. Applied Biochemistry and Biotechnology, 185, 947–957. [Abstract] [Google Scholar]
- Timmis, K.N. (2002) Pseudomonas putida: a cosmopolitan opportunist par excellence. Environmental Microbiology, 4(12), 779–781. [Abstract] [Google Scholar]
- Valinger, D. , Presečki, A.V. , Kurtanjek, Ž. , Pohl, M. , Blažević, Z.F. & Vasić‐Rački, Đ. (2014) Continuous enzymatic carboligation of benzaldehyde and acetaldehyde in an enzyme ultrafiltration membrane reactor and laminar flow microreactors. Journal of Molecular Catalysis B: Enzymatic, 102, 132–137. [Google Scholar]
- Vallon, T. , Simon, O. , Rendgen‐Heugle, B. , Frana, S. , Mückschel, B. , Broicher, A. et al. (2015) Applying systems biology tools to study n‐butanol degradation in Pseudomonas putida KT2440. Engineering in Life Sciences, 15, 760–771. [Google Scholar]
- Volke, D.C. , Calero, P. & Nikel, P.I. (2020) Pseudomonas putida . Trends in Microbiology, 28, 512–513. [Abstract] [Google Scholar]
- Volke, D.C. , Friis, L. , Wirth, N.T. , Turlin, J. & Nikel, P.I. (2020) Synthetic control of plasmid replication enables target‐and self‐curing of vectors and expedites genome engineering of Pseudomonas putida . Metabolic Engineering Communications, 10, e00126. [Europe PMC free article] [Abstract] [Google Scholar]
- Volke, D.C. , Martino, R.A. , Kozaeva, E. , Smania, A.M. & Nikel, P.I. (2022) Modular (de) construction of complex bacterial phenotypes by CRISPR/nCas9‐assisted, multiplex cytidine base‐editing. Nature Communications, 13, 3026. [Europe PMC free article] [Abstract] [Google Scholar]
- Vujičić‐Žagar, A. , Dulermo, R. , Le Gorrec, M. , Vannier, F. , Servant, P. , Sommer, S. et al. (2009) Crystal structure of the IrrE protein, a central regulator of DNA damage repair in Deinococcaceae . Journal of Molecular Biology, 386, 704–716. [Abstract] [Google Scholar]
- Wachtmeister, J. , Jakoblinnert, A. & Rother, D.R. (2016) Stereoselective two‐step biocatalysis in organic solvent: toward all stereoisomers of a 1,2‐diol at high product concentrations. Organic Process Research and Development, 20, 1744–1753. [Google Scholar]
- Wang, L. , Wang, X. , He, Z.Q. , Zhou, S.J. , Xu, L. , Tan, X.Y. et al. (2020) Engineering prokaryotic regulator IrrE to enhance stress tolerance in budding yeast. Biotechnology for Biofuels, 13, 1–18. [Abstract] [Google Scholar]
- Weber, F.J. & de Bont, J.A. (1996) Adaptation mechanisms of microorganisms to the toxic effects of organic solvents on membranes. Biochimica et Biophysica Acta ‐ Biomembranes, 1286, 225–245. [Abstract] [Google Scholar]
- Weimer, A. , Kohlstedt, M. , Volke, D.C. , Nikel, P.I. & Wittmann, C. (2020) Industrial biotechnology of Pseudomonas putida: advances and prospects. Applied Microbiology and Biotechnology, 104, 7745–7766. [Europe PMC free article] [Abstract] [Google Scholar]
- Wilcocks, R. , Ward, O.P. , Collins, S. , Dewdney, N.J. , Hong, Y. & Prosen, E. (1992) Acyloin formation by benzoylformate decarboxylase from Pseudomonas putida . Applied and Environmental Microbiology, 58, 1699–1704. [Europe PMC free article] [Abstract] [Google Scholar]
- Xie, M.Z. , Shoulkamy, M.I. , Salem, A.M. , Oba, S. , Goda, M. , Nakano, T. et al. (2016) Aldehydes with high and low toxicities inactivate cells by damaging distinct cellular targets. Mutation Research, Fundamental and Molecular Mechanisms of Mutagenesis, 786, 41–51. [Abstract] [Google Scholar]
- Yu, S. , Plan, M.R. , Winter, G. & Krömer, J.O. (2016) Metabolic engineering of Pseudomonas putida KT2440 for the production of para‐hydroxy benzoic acid. Frontiers in Bioengineering and Biotechnology, 4, 90. [Europe PMC free article] [Abstract] [Google Scholar]
- Zaldivar, J. , Martinez, A. & Ingram, L.O. (1999) Effect of selected aldehydes on the growth and fermentation of ethanologenic Escherichia coli . Biotechnology and Bioengineering, 65, 24–33. [Abstract] [Google Scholar]
- Zhang, F. , Qian, X. , Si, H. , Xu, G. , Han, R. & Ni, Y. (2015) Significantly improved solvent tolerance of Escherichia coli by global transcription machinery engineering. Microbial Cell Factories, 14, 1–11. [Europe PMC free article] [Abstract] [Google Scholar]
- Zhang, Y. , Ma, R. , Zhao, Z. , Zhou, Z. , Lu, W. , Zhang, W. et al. (2010) IrrE, an exogenous gene from Deinococcus radiodurans, improves the growth of and ethanol production by a Zymomonas mobilis strain under ethanol and acid stresses. Journal of Microbiology and Biotechnology, 20, 1156–1162. [Abstract] [Google Scholar]
- Zhao, P. , Zhou, Z. , Zhang, W. , Lin, M. , Chen, M. & Wei, G. (2015) Global transcriptional analysis of Escherichia coli expressing IrrE, a regulator from Deinococcus radiodurans, in response to NaCl shock. Molecular BioSystems, 11, 1165–1171. [Abstract] [Google Scholar]
- Zhou, Z. , Liu, Y. , Zanaroli, G. , Wang, Z. , Xu, P. & Tang, H. (2019) Enhancing bioremediation potential of Pseudomonas putida by developing its acid stress tolerance with glutamate decarboxylase dependent system and global regulator of extreme radiation resistance. Frontiers in Microbiology, 10, 2033. [Europe PMC free article] [Abstract] [Google Scholar]
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