Abstract
Ectoine is a natural amino acid derivative and one of the most widely used compatible solutes produced by Halomonas species that affects both cellular growth and osmotic equilibrium. The positive effects of UV mutagenesis on both biomass and ectoine content production in ectoine-producing strains have yet to be reported. In this study, the wild-type H. campaniensis strain XH26 (CCTCCM2019776) was subjected to UV mutagenesis to increase ectoine production. Eight rounds of mutagenesis were used to generate mutated XH26 strains with different UV-irradiation exposure times. Ectoine extract concentrations were then evaluated among all strains using high-performance liquid chromatography analysis, alongside whole genome sequencing with the PacBio RS II platform and comparison of the wild-type strain XH26 and the mutant strain G8-52 genomes. The mutant strain G8-52 (CCTCCM2019777) exhibited the highest cell growth rate and ectoine yields among mutated strains in comparison with strain XH26. Further, ectoine levels in the aforementioned strain significantly increased to 1.51 ± 0.01 g L−1 (0.65 g g−1 of cell dry weight), representing a twofold increase compared to wild-type cells (0.51 ± 0.01 g L−1) when grown in culture medium for ectoine accumulation. Concomitantly, electron microscopy revealed that mutated strain G8-52 cells were obviously shorter than wild-type strain XH26 cells. Moreover, strain G8-52 produced a relatively stable ectoine yield (1.50 g L−1) after 40 days of continuous subculture. Comparative genomics analysis suggested that strain XH26 harbored 24 mutations, including 10 nucleotide insertions, 10 nucleotide deletions, and unique single nucleotide polymorphisms. Notably, the genes orf00723 and orf02403 (lipA) of the wild-type strain mutated to davT and gabD in strain G8-52 that encoded for 4-aminobutyrate-2-oxoglutarate transaminase and NAD-dependent succinate-semialdehyde dehydrogenase, respectively. Consequently, these genes may be involved in increased ectoine yields. These results suggest that continuous multiple rounds of UV mutation represent a successful strategy for increasing ectoine production, and that the mutant strain G8-52 is suitable for large-scale fermentation applications.
Similar content being viewed by others
Avoid common mistakes on your manuscript.
Introduction
Gram-negative Halomonas species are halophilic bacteria that live in saline or hypersaline environments (Hadibarata et al. 2023; Opara et al. 2023). The Halomonas genus contains the most moderately halophilic species in the family Halomonadaceae that comprises 102 identified species (http://www.bacterio.net/halomonas.html). Halomonas are well-known producers of organic compatible solutes and strains of the genus produce ectoine or 5-hydroxyectoine to facilitate osmotic equilibrium of the cytoplasm with surrounding environments (Czech et al. 2018; Fatollahi et al. 2021; Zhao et al. 2022). Ectoine is synthesized via a pathway comprising enzymes encoded by the three genes ectA, ectB, and ectC (Widderich et al. 2016; Dutta and Bandopadhyay 2022). Several Halomonas species including H. ventosae (Zhu et al. 2021), H. elongata (Pfeiffer et al. 2017; Zhang et al. 2022a, b, c), H. boliviensis (Gagliano et al. 2022; Sushmitha et al. 2022), H. salina (Dong et al. 2023; Gadallah et al. 2023), and H. hydrothermalis (Zhao et al. 2022) have been shown to synthesize ectoine. Concomitantly, previous studies have shown that ectoine has a wide range of applications in the biochemical, medical, cosmetic, and skin care fields, in addition to its potential role as a therapeutic agent for certain diseases (Pérez et al. 2021; Tuesta-Popolizio et al. 2021). Thus, a demand currently exists for the mass production of ectoine.
Industrial ectoine production is currently facilitated by several different large-scale fermentation strategies including batch, fed-batch, repeated fed-batch, combined two-step fed-batch, continuous, and bacterial milking fermentation processes (Lang et al. 2011; Vandrich et al. 2020; Dong et al. 2021, 2023; Fatollahi et al. 2021; Zhang et al. 2022a, b, c). Ectoine production yields from fermentation primarily depend on the salt concentration of the medium, carbon, and nitrogen ratios involved in metabolic overflow, strain growth rates, and cellular densities. Moreover, these factors are affected by culture conditions including temperature and pH (León et al. 2018; Piubeli et al. 2018; Weinisch et al. 2018; Dong et al. 2021; Jiang et al. 2022). Optimal ectoine-producing strains have been suggested to require rapid cellular proliferation (e.g., an OD600 value of approximately 1.2 after 8 h), wide salinity tolerance ranges (e.g., 0–3.0 M NaCl), and maximal extracellular ectoine release rates. Nevertheless, many strains isolated from high-salt environments that exhibit reduced ectoine production compared to well-known producers like H. elongate DSM 2581 T and H. salina DSM 5928 T have been used to synthesize this naturally occurring compound (Yu et al. 2022; Zhang et al. 2022a, b, c). In this study, improved ectoine production was attempted using conventional UV mutagenesis methods. Eight rounds of mutations were used for altering H. campaniensis strain XH26 following different exposure times. Stable mutant producer strains were ultimately obtained, and ectoine content facilitated by batch fermentation of these strains was greatly improved. Finally, whole genomic sequencing of the wild-type strain XH26 and mutant strain G8-52 was conducted and genomic differences were evaluated in context of ectoine production differences.
Materials and methods
Bacterial strains and incubation media
The wild-type H. campaniensis strain XH26 (CCTCCM2019776) investigated in this study was isolated from the Xiaochaidan Salt Lake in the Chaidamu Basin of China. Culture medium for strain activation (CMSA, w/v) was produced from Oesterhelt-Stoeckenius’s medium (Oesterhelt and Stoeckenius 1974) and contained 5% NaCl, 0.97% MgSO4, 0.02% CaCl2, 0.2% KCl, 0.3% citric acid sodium, 1% bacterial peptone, and 0.2% yeast extract. Medium pH was adjusted to 7.5 using 3 M NaOH. Culture medium for ectoine accumulation (CMEA, in liter) was produced using an optimized medium containing 8.7% NaCl, 1.2% MgSO4, 1.8% KCl, 0.5% sodium l-glutamate, and 1.25% casein enzymatic hydrolysate (Solarbio Life Science, China). Ectoine fermentation was conducted at 35 °C and with media adjusted to pH 8.0.
Colony morphology and electron microscopy analysis
The colony morphologies of wild-type or mutant strains were investigated on solid CMSA medium after 12 h of growth at 35 °C. Bacterial cells cultured on CMSA media were harvested by centrifugation at 8000 rpm for 5 min (OD600 value of approximately 1.20) and suspended in freshly prepared fixative comprising 2.5% glutaraldehyde for 12 h at 4 °C. Samples were then dehydrated in a series of ethanol solutions comprising 30%, 50%, 70%, 80%, 90%, and 100% ethanol (v v−1) for 15 min at each concentration. Samples were subsequently centrifuged at 8000 rpm for 1 min and then washed twice in isoamyl acetate for 20 min each wash, followed by centrifugation at 5000 rpm for 3 min. Cell sediments were then frozen at − 20 °C, − 40 °C, and − 80 °C for 6 h and subsequently freeze-dried at − 65 °C for 12 h. The dehydrated samples were sputter-coated with gold using a Hitachi E-1045 coater (Hitachi High-Tech Science Corp., Japan) and examined with a JSM-6610 (JEOL Ltd. Japan) scanning electron microscope (SEM). The SEM acceleration voltage was 15 kV and the EDS working distance was set to 12 mm, while the data acquisition time was set to 600 s, with a speed of 2000 cps.
HPLC detection of ectoine
Wild-type or mutant strains were activated to grow in liquid CMEA medium for 12 h. Cultures were subsequently placed in 250-mL conical flasks (inocula of 1%, v v−1) to grow for over 30 h. A total of 1.5 mL of fermentation liquor was harvested by centrifugation at 8000 rpm for 5 min. The pellets were then resuspended in ethanol (90%, v v−1) with rigorous shaking for 2 min, and then ground for 5 min with a high-speed tissue grinder (OSE-Y50, Tiangen Ltd., China). The ethanol extract was centrifuged at 12,000 rpm for 5 min and the supernatant was filtered through a 0.45-mm filter. Ectoine extract concentrations were determined by HPLC analysis using an Aligent Technologies HPLC (1260 Series, America) system with a Merck-SeQuant ZIC-HILIC chromatographic column (150 × 4.6 mm, 5 μm, Germany). Chromatography was performed at a flow rate of 1 mL/min with acetonitrile/ultrapure water (4/1, v v−1) as the mobile phase at 30 °C, and detection amount of 10 µL. Ectoine was measured at 210 nm using a UV/VIS detector (Zhu et al. 2014). Standard ectoine (purity greater than 95%) was purchased from Fluka Analytical (Germany) for comparison.
Multiple rounds of ultraviolet radiation mutagenesis
Wild-type strain XH26 was activated and grown in 150 mL of CMSA medium for 14 to 16 h. Cultures were then diluted with 0.9% NaCl to achieve bacterial cell concentrations of 106 to 108 CFU/mL (Fig. 1). Bacterial suspensions (20 mL) were then distributed on a sterile glass plate (90-mm diameter) and induced using a UV-C lamp at a wavelength of 253.7 nm (220 V, 25 W, ZHJH-C1109C, Shaihai Zhicheng). The distance between the glass plate and the UV lamp was adjusted to 30 cm (Tan et al. 2021). Exposure times of 30, 40, 50, 60, and 70 s were evaluated. Next, 50 µL of bacterial suspensions mutagenized for different times were spread on CMEA agar plates, with duplicates used for each time-point. The plates were incubated for 24 h at 35 °C in the dark to prevent photoreactivation. Mutant colonies were visually identified based on their sizes and growth rates. Colonies were subsequently transferred to liquid CMEA medium. Mutants were then isolated based on their ectoine content production and biomass productivity. Eight rounds of mutagenesis were conducted using the above procedure. Mutants with the most stable mutations were then isolated by in vitro serial sub-culturing for 40 days.
Determination of cellular abundances and ectoine concentrations
The wild-type XH26 strain and selected mutated strains were inoculated in 250 mL of CMEA medium and cultivated in a rotary shaker at 35 °C with shaking at 120 rpm. A UV–VIS spectrophotometer (SP-754, Shanghai, China) was used to periodically determine cellular biomass growth by measuring OD600 absorbances. Intracellular ectoine from the mutated strains was extracted using 90% (v v−1) ethanol and then subjected to isocratic HPLC analysis to facilitate ectoine quantification. Intracellular ectoine concentrations were then calculated as milligrams per fermentation broth (L) or cellular dry weight (g).
Genomic sequencing, assembly, and annotation
High-quality genomic DNAs were extracted from the wild-type strain XH26 and the mutated strain G8-52 using the NEBNext®Ultra™ DNA Library Prep Kit for Illumina (New England Biolabs, USA), followed by quantification with a Qubit instrument (v3.0, Thermo Fisher Scientific, USA). Genomic DNAs were then sequenced on a PacBio RS II sequencer at Frasergen Biosciences (Shanghai, China). Genomic sequence assembly was performed using the Hierarchical Genome Assembly Process software program (v.4.0; Dyomin et al. 2019). The Glimmer program (v.3.02; Sengupta and Azad 2023) was used to predict genes, while genes encoding tRNAs and rRNAs were predicted using the tRNAscan-SE (v2.0; Chan et al. 2021), and RNAmmer (v1.2; Baba et al. 2021) software programs, respectively. Other RNA types, including miRNAs, sRNAs, and snRNAs, were predicted using the Infernal software program (v.1.1.2; Singh et al. 2022). The Diamond program (v.0.9.12.113; Buchfink et al. 2015) was also used to annotate genes and predict proteins, including by comparison against the Kyoto Encyclopeida of Genes and Genomes, Clusters of Orthologous Groups, Gene Ontology, Carbohydrate Active Enzymes, and Non-Redundant Protein Sequence databases.
Comparative genomic analyses
The Mummer software program (v.3.23; Yoon et al. 2017) was used to align the genomes of strains XH26 and G8-52, in addition to determining the relative direction of sequences and adjust the genomic alignments. The LastZ software program (v.1.02.00; Liu et al. 2020) was used for whole-genome comparisons. The alignment blocks corresponding to translocations and inversions were identified based on sequences and the relative orientation of the new alignment blocks. Further, structural variation regions between the alignment blocks were determined based on distance relationships between adjacent alignment blocks on the two genomes. The two genomes were also compared against the NCBI database using the basic local alignment search tool (BLAST).
Statistical analyses
Results were presented as means for three triplicate measurements with error bars showing standard deviations (means ± SD, n = 3). Statistical significance was evaluated using analysis of via t-tests (SPSS software v. 22.0, IBM Corp., NY) followed by the least significant difference test at 0.05 level (Zhu et al. 2014).
Results
Identifying UV-mutated strains
The wild-type strain XH26 was sensitive to UV irradiation. No cell survival was observed following extended exposure to radiation (> 65 s). The cell fatality rate (%) was 95–98% after a UV irradiation time of 50 s to 60 s (data not shown). Screening of eight rounds of mutations associated with ectoine accumulation was conducted (Table 1). The mutated strains were exposed to different induction times ranging from 30 to 60 s and all strains were fast-growing at 35 °C and isolated from CMEA agar plates. However, some UV-mutated cells exhibited higher ectoine content than others. Consequently, the high-yielding representative strains were selected for subsequent mutagenesis. A representative strain after each round of UV mutation exposure was selected from various mutants, thereby leading to optimized ectoine accumulation. Among the 53 colonies generated from the 8th round of mutations, the mutated strains G8-52, G8-44, and G8-17 were isolated because they exhibited the highest ectoine levels of 1.51 ± 0.01 g L−1, 1.47 ± 0.02 g L−1, and 1.45 ± 0.02 g L−1, respectively. The ectoine yield of strain G8-52 was surprisingly high compared to that of the original strain XH26 (0.51 ± 0.01 g L−1 in optimized CMEA medium), increasing by approximately 200%. Hence, strain G8-52, the mutant exhibiting the highest levels of ectoine, was selected for further stability studies to establish its suitability for fermentation applications and subsequent production.
Morphology of the wild-type strain XH26 and the mutated strain
The wild-type strain XH26 tolerated high salt concentrations (0 to 3.0 M NaCl), with an optimum salinity of 1.50 M NaCl for growth. This isolate also grew over a pH range of 6.0 to 10.0, with a pH optimum of 8.0. After 12 to 16 h of incubation at 35 °C, milky colonies appeared on CMSA agar plates. The mutated strains G8-52 and G8-44 were round and small, with a diameter of 1.2 mm (Fig. 2(A, B, C)). The colonies also exhibited adhesion, swelling, moistness, and smooth edges that were non-transparent. Electron microscopy analysis of cellular morphologies revealed that the wild-type XH26 strain and the UV-mutated strains were long rod-shaped cells that were motile and non-flagellated. Wild-type strain XH26 cells were 3 to 5.0 μm in length and 0.5 to 0.75 μm in width (Fig. 2(A1–A3)), while the UV-mutated strain G8-52 cells were 1.25 to 3.75 μm in length, with identical widths (Fig. 2(C1–C3)). Mutated strain cells were clearly shorter than the wild-type strain cells, possibly due to UV-induced morphological changes after mutation.
Growth and ectoine accumulation in the wild-type strain XH26 and the mutant strain G8-52
HPLC analyses were used to establish a standard curve relationship between peak areas and ectoine concentrations (Fig. 3A). These data were then used for subsequent ectoine measurements. The wild-type strain XH26 accumulated intracellular ectoine to resist osmotic stress in hyper-osmotic environments up to concentrations of 0.26 ± 0.02 g L−1 (p < 0.05) within primitive CMSA medium. However, optimization of fermentation conditions in CMEA medium at pH 8.0 and incubation at 35 °C led to significantly higher ectoine accumulation of 0.51 ± 0.01 g L−1 (p < 0.01). Cell densities (OD600) and ectoine concentrations increased with increased culture time (Fig. 3B), indicating that culture times > 24 h were conducive for ectoine production. The encouraging results observed for mutant strain G8-52 in terms of cell biomass and ectoine concentration levels led to the implementation of continuous culture conditions in CMEA medium. The mutant strain G8-52 grew faster (OD600 value of 1.20 after 8 h) compared with the wild-type strain XH26 (OD600 value of 0.25 after 8 h) (Fig. 3C). Further, ectoine concentration analysis revealed an S-type accumulation curve for strain G8-52 during the rapid growth stage from 8 to 28 h and in the steady accumulation phase between 28 and 40 h. The mutated strain G8-52 was then grown continuously for 40 days in CMEA medium to confirm ectoine production (Fig. 3D). Ectoine content remained unchanged at 1.50 g L−1 (0.65 g g−1 of ectoine/cell dry weight).
Genomic characteristics of the wild-type strain XH26 and the mutant strain G8-52
Genomic features of the wild-type strain XH26 and the mutant strain G8-52 were evaluated (Table S1). The complete genomes of the wild-type strain XH26 and mutant strain G8-52 were assembled in circular contigs of size 4,112,053 and 4,098,386 bp, respectively, and contained similar GC contents of 52.62% and 52.53%, respectively. The wild-type strain XH26 genome encoded 3927 predicted genes including 3832 protein-coding, 63 tRNA, and 32 rRNA genes. Similarly, the mutant strain G8-52 genome encoded 3945 predicted genes including 3849 protein-coding, 64 tRNA, and 32 rRNA genes. Additional summary statistics and functional categorization of genes based on comparison to multiple functional databases are shown in supplementary Fig. S2 for wild-type strain XH26 and Fig. S3 for mutant strain G8-52.
Genome comparisons between wild-type strain XH26 and mutant strain G8-52
Whole genome sequencing revealed the presence of 24 mutant sites including ten nucleotide insertions, ten nucleotide deletions, and four unique single nucleotide polymorphisms (Table 2 and Table S2). BLAST analysis revealed two nonsense mutations (orf00034 and orf03151) in non-coding genetic regions. The other 22 mutations occurred in coding regions including in orf00215 (DNA-directed RNA polymerase subunit), orf00258 (DUF6164 family protein), orf00263 (hypothetical protein), orf00443 (membrane dipeptidase), orf00721 (AraC family transcriptional regulator), orf00723 (ornithine cyclodeaminase), orf00726 (TRAP transporter large permease), orf02141 (branched-chain amino acid ABC transporter), orf02186 (energy transducer TonB), orf02266 (cell division protein ZapE), orf02522 (membrane protein), orf03335 (molybdopterin molybdenumtransferase MoeA), orf03412 (5-dehydro-2-deoxygluconokinase), orf03417 (MurR/RpiR family transcriptional regulator), orf03539 (quinohemoprotein amine dehydrogenase), orf03568 (indolepyruvate ferredoxin oxidoreductase family protein), orf03677 (manganese transporter), orf00424 (hypothetical protein), orf02403 (β-3-deoxy-d-manno-oct-2-ulosonic acid), orf02552 (secretion protein HylD), and orf03427 (GntR family transcriptional regulator). Notably, orf00723 encodes ornithine cyclodeaminase and the gene lipA encoding capsular polysaccharide biosynthesis proteins had mutated into davT that encodes a 4-aminobutyrate transaminase (NCBI identity of 99.76%) and the gene gabD that encodes a NAD-dependent succinate-semialdehyde dehydrogenase (NCBI identity of 99.38%) that are both involved in the glutamate metabolism pathway of succinic semialdehyde and succinic acid (Fig. S3).
Discussion
Previous studies have indicated strategies that can improve the ability of strains to produce ectoine. For example, these strategies include using recombinant producer strains involving the synthesis of ectABC or ask-ectABCD gene clusters (Stöveken et al. 2011; He et al. 2015; Zhang et al. 2022a, b, c), defective mutant strains with altered teaABC and araC (Fatollahi et al. 2021; Zhang et al. 2022a, b, c), and reconstructed strains based on metabolic engineering (Ma et al. 2022; Zhang et al. 2022a, b, c). Meanwhile, some studies have indicated that intracellular ectoine levels in Halomonas strains are highly regulated by external salt levels, medium composition, and culture conditions (Liu et al. 2021; Zhang et al. 2022a, b, c). For example, strain growth and ectoine synthesis were better when glutamate was used as the carbon and nitrogen source (Hobmeier et al. 2022). In this study, CMEA medium containing sodium l-glutamate promoted the ectoine synthesis pathway and the reactions associated with the transformation of oxaloacetic acid into aspartic acid and aspartic acid-β-semialdehyde into l-2, 4-diaminobutyric acid. These results were similar to those previously observed following batch fermentation in MG medium (320 mM of monosodium glutamate and 0.5 M NaCl) with H. salina DSM 5928 T (Liu et al. 2021; Yu et al. 2022).
To generate a stable high-yielding strain, UV-mutation techniques were used here to conduct multiple rounds of mutations. The main principle of ultraviolet mutation is to make two adjacent thymines form aggregates between double strands of DNA or on the same strand, which hinders the separation and replication of double strands and the normal pairing of bases, thus causing mutation. It should be noted that UV radiation also confers genetically and physiologically deleterious effects leading to metabolic changes within microorganisms (Guihéneuf et al. 2010). Gamma rays, as the highest energy ionizing radiation, can cause mutations of DNA double-stranded or single-stranded breaks in many ways, including structural changes or deletions, oxidation of bases and base sites, and DNA–protein cross-linking (Gaddini et al. 2023). El-Sayed et al. (2019) used gamma and UV irradiation mutagenesis to improve the paclitaxel production of Aspergillus fumigatus from 414.32 to 495.31 μg L−1. Similarly, UV radiation was used for production enhancement of mycophenolic acid by Penicillium chrysosporium (Ribeiro et al. 2011). Moreover, several reports suggested that ultraviolet and gamma ray irradiation as a powerful tool to improve microbial strains by inducing microbial cell mutation (Ismaiel et al. 2014). This strategy resulted in the generation of the mutated H. campaniensis strain G8-52 that produced 1.51 ± 0.01 g L−1 ectoine in shake-flask culture. Strain G8-52 exhibited obvious advantages compared with wild-type strain XH26 and other representative Halomonas strains (Table S3) in terms of cellular biomass, growth rates (OD600 value of 1.20 within 8 h), and the presence of stable genetic traits. However, this is the first study to reveal improved ectoine content in wild-type and associated UV-mutated strains. UV mutagenesis or repeated multiple rounds of UV mutagenesis strategies can provide new insights into how to improve ectoine production.
Ectoine biosynthesis is regulated by the enzymes l-2,4-aminobenzoic acid Nγ-acetyltransferase, l-alanine transaminase, and ectoine synthetase that are encoded by ectA, ectB, and ectC, respectively (Dutta and Bandopadhyay 2022). Ectoine biosynthesis is also closely related to the l-aspartic acid (oraspartic acid-β-semialdehyde) pathway, upstream amino acid metabolism networks (e.g., asparagine, glutamate, and glutamine pathways), and the tricarboxylic acid (TCA) cycle (e.g., through succinic, fumaric, and oxaloacetic acids; Fig. S3). l-Aspartic acid that is involved in ectoine metabolism is synthesized from oxaloacetic acid that is a key intermediate in the TCA cycle. 4-Aminobutyrate transaminase (expressed from the mutant gene davT) and NAD-dependent succinate-semialdehyde dehydrogenase (expressed from the mutant gene gabD) enhance the conversion of glutamate to succinic semialdehyde or succinic acid, resulting in greater succinic acid that can participate in the TCA cycle and that may then contribute to high metabolic fluxes of oxaloacetic acid, l-aspartic acid, and ectoine (Chen et al. 2022).
Some proteins in the wild-type strain XH26 were notably mutated into ABC transporters (e.g., orf00258 and orf03412, Table 2). ABC transporters are important membrane proteins that mediate the exchange of chemical compounds inside and outside of biofilm and intracellular signals. ABC transporter proteins are widely distributed among various organisms and can transport proteins, amino acids, sugars, and other compounds. In addition, the specific membrane spanning domain of ABC transporters may be involved in bacterial responses to environmental changes (Sylvia et al. 2023; Coumes-Florens et al. 2011) that may accelerate greater transport of metabolic precursor substrates from nutrient media, resulting in greater accumulation of intracellular ectoine (Azarbaijani et al. 2015).
Lastly, the ectoine production of wild-type H. campaniensis strain XH26 was improved following multiple rounds of UV mutations and the mutated strain was genetically stable. The mutant strain G8-52 generated in this study exhibited the highest cellular growth rates and ectoine yields among numerous generated mutants compared to the wild-type strain. Specifically, total ectoine content produced by the UV mutant significantly increased to 1.51 ± 0.01 g L−1 (0.65 g g−1 of CDW), representing a two-fold increase compared to the wild-type strain XH26 under the same culture conditions. The mutant strain G8-52 also exhibited acceptable stable properties that would render it suitable for use in subsequent fermentation production applications.
Data availability
The whole genome data could be accessed under accession number SRR19749374 and SRR19749563 in the NCBI database (www.ncbi.nlm.nih.gov).
References
Azarbaijani R, Yeganeh LP, Blom J, Younesi H, Fazeli SAS et al (2015) Comparative genome analysis of Oceanimonas sp. GK1, a halotolerant bacterium with considerable xenobiotics degradation potentials. Ann Microbiol 66(2):703–716
Baba MS, Mohamad Zin N, Ahmad SJ et al (2021) Antibiotic biosynthesis pathways from endophytic Streptomyces SUK 48 through metabolomics and genomics approaches. Antibiotics (Basel) 10(8):969
Bestvater T, Louis P, Galinski EA (2008) Heterologous ectoine production in Escherichia coli: by-passing the metabolic bottle-neck. Saline Syst 4:12
Buchfink B, Xie C, Huson DH (2015) Fast and sensitive protein alignment using DIAMOND. J Nat Methods 12(1):59
Chan PP, Lin BY, Mak AJ, Lowe TM (2021) tRNAscan-SE 2.0: improved detection and functional classification of transfer RNA genes. Nucleic Acids Res 49(16):9077–9096
Chen GQ, Zhang X, Liu X et al (2022) Halomonas spp., as chassis for low-cost production of chemicals. Appl Microbiol Biotechnol 106(21):6977–6992
Coumes-Florens S, Brochier-Armanet C, Guiseppi A, Denizot F, Foglino M (2011) A new highly conserved antibiotic sensing/resistancepathway in firmicutes involves an ABC transporter interplaying with a signal transduction system. PLoS ONE 6(1):e15951
Czech L, Hermann L, Stöveken N, Richter AA, Höppner A, Smits SHJ et al (2018) Role of the extremolytes ectoine and hydroxyectoine as stress protectants and nutrients: genetics, phylogenomics, biochemistry, and structural analysis. Genes 9(4):177
Delcher AL, Bratke KA, Powers EC et al (2007) Identifying bacterial genes and endosymbiont DNA with Glimmer. J Bioinforma 23(6):673–679
Dietl AM, Amich J, Leal S, Beckmann N, Binder U, Beilhack A et al (2016) Histidine biosynthesis plays a crucial role in metal homeostasis and virulence of Aspergillus fumigatus. Virulence 7:465–476
Dong Y, Zhang H, Wang X et al (2021) Enhancing ectoine production by recombinant Escherichia coli through step-wise fermentation optimization strategy based on kinetic analysis. Bioprocess Biosyst Eng 44(7):1557–1566
Dong Z, Sun T, Zhang W, Chen L (2023) Improved salt tolerance of Synechococcus elongatus PCC 7942 by heterologous synthesis of compatible solute ectoine. Front Microbiol 14:1123081
Dutta B, Bandopadhyay R (2022) Biotechnological potentials of halophilic microorganisms and their impact on mankind. Beni Suef Univ J Basic Appl Sci 11(1):75
Dyomin A, Galkina S, Fillon V et al (2019) Structure of the intergenic spacers in chicken ribosomal DNA. Genet Sel Evol 51(1):59
El-Sayed ER, Ahmed AS, Hassan IA, Ismaiel AA, Karam El-Din AA (2019) Strain improvement and immobilization technique for enhanced production of the anticancer drug paclitaxel by Aspergillus fumigatus and Alternaria tenuissima. Appl Microbiol Biotechnol 103(21–22):8923–8935
Fatollahi P, Ghasemi M, Yazdian F, Sadeghi A (2021) Ectoine production in bioreactor by Halomonas elongata DSM2581: Using MWCNT and Fe-nanoparticle. Biotechnol Prog 37(1):e3073
Gadallah EE, El-Borai AM, El-Aassar SA, Beltagy EA (2023) Purification, characterization, immobilization and applications of an enzybiotic β-1,3–1,4-glucanase produced from halotolerant marine Halomonas meridiana ES021. World J Microbiol Biotechnol 39(4):89
Gaddini L, Bernardo A, Greco A, Campa A, Esposito G, Matteucci A (2023) Adaptive response in rat retinal cell cultures irradiated with γ-rays. Int J Mol Sci 24(3):1972
Gagliano MC, Sampara P, Plugge CM, Temmink H, Sudmalis D, Ziels RM (2022) Functional insights of salinity stress-related pathways in metagenome-resolved Methanothrix genomes. Appl Environ Microbiol 88(10):e0244921
Guihéneuf F, Fouqueray M, Mimouni V, Ulmann L, Jacquette B, Tremblin G (2010) Effect of UV stress on the fatty acid and lipid class composition in two marine microalgae Pavlova lutheri (Pavlovophyceae) and Odontella aurita (Bacillariophyceae). J Appl Phycol 22:629–638
Hadibarata T, Kristanti RA, Bilal M, Yilmaz M, Sathishkumar P (2023) Biodegradation mechanism of chlorpyrifos by halophilic bacterium Hortaea sp B15. Chemosphere 312(Pt 1):137260
He YZ, Gong J, Yu HY, Tao Y, Zhang S, Dong ZY (2015) High production of ectoine from aspartate and glycerol by use of whole-cell biocatalysis in recombinant Escherichia coli. Microb Cell Fact 14(1):55
Hobmeier K, Cantone M, Nguyen QA et al (2022) Adaptation to varying salinity in Halomonas elongata: much more than ectoine accumulation. Front Microbiol 13:846677
Ismaiel AA, Ahmed AS, El-Sayed el-SR (2014) Optimization of submerged fermentation conditions for immunosuppressant mycophenolic acid production by Penicillium roqueforti isolated from blue-molded cheeses: enhanced production by ultraviolet and gamma irradiation. World J Microbiol Biotechnol 30(10):2625–2638
Jiang A, Song Y, You J, Zhang X, Xu M, Rao Z (2022) High-yield ectoine production in engineered Corynebacterium glutamicum by fine metabolic regulation via plug-in repressor library. Bioresour Technol 362:127802
Lang YJ, Bai L, Ren YN, Zhang LH, Nagata S (2011) Production of ectoine through a combined process that uses both growing and resting cells of Halomonas salina DSM 5928T. Extremophiles 15(2):303–310
León MJ, Tamara H, Sánchez-Porro C, Johann H, Antonio V, Erhard B (2018) Compatible solute synthesis and import by the moderate halophile Spiribacter salinus: physiology and genomics. Front Microbiol 9:108
Liu B, Bai L, Yu Q et al (2020) iMarmot: an integrative platform for comparative and functional genomics of marmots. BMC Genomics 21(1):266
Liu M, Liu H, Shi M, Jiang M, Li L, Zheng Y (2021) Microbial production of ectoine and hydroxyectoine as high-value chemicals. Microb Cell Fact 20(1):76
Ma Z, Wu C, Zhu L et al (2022) Bioactivity profiling of the extremolyte ectoine as a promising protectant and its heterologous production. Biotech 12(12):331
Oesterhelt D, Stoeckenius W (1974) Isolation of the cell membrane of Halobacterium halobium and its fractionation into red and purple membrane. Methods Enzymol 31:667–678
Ono H, Okuda M, Tongpim S, Imai K, Shinmyo A, Sakuda S et al (1998) Accumulation of compatible solutes, ectoine and hydroxyectoine, in a moderate halophile, Halomonas elongata KS3 isolated from dry salty land in Thailand. J Ferment Bioeng 85(4):362–368
Opara CB, Kamariah N, Spooren J, Pollmann K, Kutschke S (2023) Interesting halophilic sulphur-oxidising bacteria with bioleaching potential: implications for pollutant mobilisation from mine waste. Microorganisms 11(1):222
Pérez V, Moltó JL, Lebrero R, Muñoz R (2021) Ectoine production from biogas in waste treatment facilities: a techno-economic and sensitivity analysis. ACS Sustain Chem Eng 9(51):17371–17380
Pfeiffer F, Bagyan I, Alfaro-Espinoza G, Zamora-Lagos MA, Habermann B, Marin-Sanguino A, Oesterhelt D, Kunte HJ (2017) Revision and reannotation of the Halomonas elongata DSM 2581T genome. Microbiol Open 6(4):e00465
Piubeli F, Salvador M, Argandoña M, Nieto JJ, Bernal V, Pastor JM et al (2018) Insights into metabolic osmoadaptation of the ectoines-producer bacterium Chromohalobacter salexigens through a high-quality genome scale metabolic model. Microb Cell Fact 17:2
Ribeiro J, Cavaglieri L, Vital H, Cristofolini A, Merkis C, Astoreca A et al (2011) Effect ofgamma radiation on Aspergillus flavus and Aspergillus ochraceus ultrastructure and mycotoxin production. Radiat Phys Chem 80:658–663
Sengupta S, Azad RK (2023) Leveraging comparative genomics to uncover alien genes in bacterial genomes. Microb Genom 9(1):mgen000939
Singh A, Zahra S, Das D, Kumar S (2022) PtRNAdb: a web resource of plant tRNA genes from a wide range of plant species. 3 Biotech 12(9):185
Stöveken N, Pittelkow M, Sinner T, Jensen RA, Heider J, Bremer E (2011) A specialized aspartokinase enhances the biosynthesis of the osmoprotectants ectoine and hydroxyectoine in Pseudomonas stutzeri A1501. J Bacteriol 193(17):4456–4468
Sushmitha TJ, Rajeev M, Toleti SR, Pandian SK (2022) Complete genome sequence of Halomonas boliviensis strain kknpp38, a chlorine-resistant bacterium isolated from the early-stage marine biofilm. Mar Genomics 62:100890
Sylvia C, Sun J, Zhang Y et al (2023) Genome-wide analysis of ATP binding cassette (ABC) transporters in peach (Prunus persica) and identification of a Gene PpABCC1 involved in anthocyanin accumulation. Int J Mol Sci 24(3):1931
Tan M, Caro Y, Sing ASC, Reiss H, Francois JM, Petit T (2021) Selection by UV mutagenesis and physiological characterization of mutant strains of the yeast Saprochaete suaveolens (former Geotrichum fragrans) with higher capacity to produce flavor compounds. J Fungi (Basel) 7(12):1031
Tanimura K, Nakayama H, Tanaka T, Kondo A (2013) Ectoine production from lignocellulosic biomass-derived sugars by engineered Halomonas elongata. Bioresour Technol 142(8):523–529
Tuesta-Popolizio DA, Velázquez-Fernández JB, Rodriguez-Campos J, Contreras-Ramos SM (2021) Thalassobacillus, a genus of extreme to moderate environmental halophiles with biotechnological potential. World J Microbiol Biotechnol 37(9):147
Vandrich J, Pfeiffer F, Alfaro-Espinoza G, Kunte HJ (2020) Contribution of mechanosensitive channels to osmoadaptation and ectoine excretion in Halomonas elongata. Extremophiles 24(3):421–432
Van-Thuoc D, Guzmán H, Thi-Hang M, Hatti-Kaul R (2010) Ectoine production by Halomonas boliviensis: optimization using response surface methodology. Mar Biotechnol 12(5):586–593
Weinisch L, Kühner S, Roth R, Grimm M, Roth T, Netz DJA et al (2018) Identification of osmoadaptive strategies in the halophile, heterotrophic ciliate Schmidingerothrix salinarum. Plos Biol 16(1):e2003892
Widderich N, Czech L, Elling FJ, KönnekeM SN, Pittelkow M et al (2016) Strangers in the archaeal world: osmostress-responsive biosynthesis of ectoine and hydroxyectoine by the marine thaumarchaeon, Nitrosopumilus maritimus. Environ Microbiol 18(4):1227–1248
Yang Y, Borel T, Azambuja F, Johnson D, Sorrentino J et al (2020) Diflunisal derivatives as modulators of ACMS decarboxylase targeting the tryptophan-kynurenine pathway. J J Med Chem 64(1):797–818
Yoon SH, Ha SM, Lim J, Kwon S, Chun J (2017) A large-scale evaluation of algorithms to calculate average nucleotide identity. Antonie Van Leeuwenhoek 110(10):1281–1286
Yu J, Wang Z, Wang J et al (2022) Physiological metabolic topology analysis of Halomonas elongata DSM 2581T in response to sodium chloride stress. Biotechnol Bioeng 119(12):3509–3525
Zhang L, Ye JW, Zhang X et al (2022) Effective production of Poly(3-hydroxybutyrate-co-4-hydroxybutyrate) by engineered Halomonas bluephagenesis grown on glucose and 1,4-Butanediol. Bioresour Technol 355:127270
Zhang T, Zhang X, Li Y et al (2022) Study of osmoadaptation mechanisms of halophilic Halomonas alkaliphila XH26 under salt stress by transcriptome and ectoine analysis. Extremophiles 26(1):14
Zhang H, Liang Z, Zhao M et al (2022) Metabolic engineering of Escherichia coli for ectoine production with a fermentation strategy of supplementing the amino donor. Front Bioeng Biotechnol 10:824859
Zhao C, Zheng T, Feng Y et al (2022) Engineered Halomonas spp. for production of l-Lysine and cadaverine. Bioresour Technol 349:126865
Zhu D, Liu J, Han R, Shen G, Long Q, Wei X et al (2014) Identification and characterization of ectoine biosynthesis genes and heterologous expression of the ectABC, gene cluster from Halomonas sp. QHL1, a moderately halophilic bacterium isolated from Qinghai lake. J Microbiol 52(2):139–147
Zhu D, Shen G, Wang Z et al (2021) Distinctive distributions of halophilic Archaea across hypersaline environments within the Qaidam Basin of China. Arch Microbiol 203(5):2029–2042
Acknowledgements
We thank LetPub (www.letpub.com) for the linguistic assistance and pre-submission expert review.
Funding
This study was financially supported by the National Natural Science Foundation of China (No. 31967018) and by the Applied Basic Research Program of Qinghai Province (No. 2020ZJ767).
Author information
Authors and Affiliations
Contributions
Derui Zhu and Guoping Shen: conceptualization, methodology, validation.
Zhibo Wang, Yongzhen Li, Xiang Gao, and Rong Wang: software.
Zhibo Wang, Guoping Shen, Rong Wang, and Derrui Zhu: formal analysis, data curation.
Zhibo Wang and Jiangwa Xing: writing—original draft; writing—review and editing.
Xiang Gao and Yongzhen Li: investigation, project administration.
Derrui Zhu and Guoping Shen: resources, supervision, funding acquisition.
All authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing interests.
Consent to participate
All co-authors gave their consent to participate in the development of this work.
Consent for publication
All co-authors gave their consent to publish this work.
Conflict of interest
The authors declare no competing interests.
Additional information
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
About this article
Cite this article
Wang, Z., Li, Y., Gao, X. et al. Comparative genomic analysis of Halomonas campaniensis wild-type and ultraviolet radiation-mutated strains reveal genomic differences associated with increased ectoine production. Int Microbiol 26, 1009–1020 (2023). https://doi.org/10.1007/s10123-023-00356-y
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10123-023-00356-y