Bacterial nanocellulose (BC) is a highly versatile biopolymer currently pursued as a material of choice in varied themes of biomedical and material science research fields. With the aim to extend the biotechnological applications, the genetic tractability of the BC producers within the Komagataeibacter genus and its potential as an alternative host chassis in synthetic biology have been extensively studied. However, such studies have been largely focused on the model Komagataeibacter spp. Here, we present a novel K. intermedius strain capable of utilizing glucose, and glycerol sources for biomass and BC synthesis. Genome assembly identified one bacterial cellulose synthetase (bcs) operon containing the complete gene set encoding the BC biogenesis machinery (bcsI) and three additional copies (bcsII–IV). Investigations on the genetic tractability confirmed plasmid transformation, propagation of vectors with pBBR1 and p15A origin of replications and constitutive and inducible induction of recombinant protein in K. intermedius ENS15. This study provides the first report on the genetic tractability of K. intermedius, serving as starting point towards future genetic engineering of this strain.
Bacterial nanocellulose (BC) is a versatile biopolymer predominantly synthesized by species of Acetobacteraceae family and is widely studied in Komagataeibacter genera. In Komagataeibacter spp., BC synthesis is controlled by cyclic dimeric guanosine monophosphate (c-di-GMP) and occurs via the catalytic activity of bacterial cellulose synthetase (bcs) operon encoding BcsABCD proteins1. Briefly, the process involves c-di-GMP activation of BcsAB and formation of glucan units employing UDP-glucose, generated via the enzymatic activities of glucokinase, phosphoglucomutase and UDP-glucose pyrophosphorylase. The glucan units are then crystallized into nanocellulose fibrils by BcsD and secreted through the outer membrane pore formed by BcsC, which is later bundled extracellularly to form BC pellicle2. Unlike plant-based cellulose, BC offers unique properties such as high purity (i.e., devoid of lignin, hemicellulose, or pectin), biocompatibility, high water retention, superior mechanical and optical properties which has been utilized commercially in medical wound-dressings, health foods and presently researched as a sustainable material in electrical, sensing and biomedical applications2.
Among the Komagataeibacter spp., K. xylinus, K. rhaeticus and K. hansenii are considered as the model organisms for studies on nanocellulose production3,4. Despite the bioprocess and engineering advancements in the model organisms5,6, low production titers have encouraged the researchers to isolate novel nanocellulose producing bacteria7,8,9,10. Although the studies include whole genome analysis and characterization of the isolates’ capacity to valorize agro- and industrial waste effluents for BC biogenesis9,11, studies on the genetic tractability of Komagataeibacter spp. have been largely constrained to the model nanocellulose producers6. Here we report the isolation and characterization of a novel K. intermedius isolate from Kombucha SCOBY (symbiotic culture of bacteria and yeast). Genome sequencing and whole-genome analysis identified new genes associated with nanocellulose synthesis and putative genes involved in pentose bioconversion. Furthermore, the work studied the applicability of transformation protocols established for related Komagataeibacter spp. and identified suitable plasmid backbones, constitutive and inducible promoter systems.
Materials and methods
Chemicals and materials
Kombucha SCOBY, chemicals, GeneJET Genomic DNA Purification Kit and crude glycerol was in this study were obtained from sources mentioned in Mangayil et al.9.
Isolation, characterization, and culturing of BC-producing strains
Isolation and biochemical characterization of the bacterial cellulose producing isolate was conducted as described in Mangayil et al.9. For pre-inoculum preparation, 10 µl from the glycerol stock were inoculated into 5 ml HS-glucose medium (g/L, 5 peptone, 5 yeast extract, 2.7 Na2HPO4, 1.15 citric acid and 20 g/L glucose) and incubated statically for 5 days at 30 °C. The BC pellicles were lysed overnight (O/N) with 1% cellulase and the released cells washed thrice with 1X Phosphate Buffered Saline (PBS; g/L, g/L, 8 NaCl, 0.2 KCl, 1.44 Na2HPO4, and 0.24 KH2PO4; pH 7.4) were used as the pre-inoculum in subsequent experiments. The BC production experiments were conducted through static cultivations in 6-well culture plates (Argos Technologies, Cole-Parmer, US) containing HS medium individually supplemented with 20 g/L of studied carbon sources9.
BC film preparation and material characterization
BC film preparation and dry weight measurements were conducted as mentioned in Mangayil et al.12. Structural and chemical properties of the BC sheets synthesized from glucose, pure glycerol and crude glycerol were analysed using a scanning electron microscope (SEM; Zeiss ULTRAPlus, Germany) and X-ray diffractometer (XRD; Empyrean multipurpose diffractometer, PANalytical B.V, US), respectively, as described in Mangayil12. The thermal properties were analysed under N2 atmosphere using a Thermogravimetric analyser (TGA; TG 209 F3 Tarsus, Netzsch-Gerätebau GmbH, Germany9).
Identification and phylogenetic classification of the BC producing bacterium
For strain identification, the isolate was statically cultured in loosely capped 50 ml Corning tubes at 30 °C in 10 ml HS-glucose medium for 5 days. The BC pellicle was lysed, and the cells were washed as previously described. The genomic DNA (gDNA) was extracted using the GeneJET Genomic DNA Purification Kit (Thermo Scientific, USA) as per the manufacturer’s instructions. The 16S rRNA gene sequence amplified using the identification service from Macrogen (primer pairs 27F, 5′-AGAGTTTGATCMTGGCTCAG-3′ and 1492R, 5′-TACGGYTACCTTGTTACGACTT-3′) and sequencing (primer pairs 785F, 5′-GGATTAGATACCCTGGTA-3′ and 907R, 5′-CCGTCAATTCMTTTRAGTTT-3′) can be found in the NCBI GenBank database under the accession number MT094082. Homology comparisons of the 16S rRNA gene were conducted using the nucleotide BLAST (blastn)13 tool against the NCBI GenBank 16S rRNA gene sequence repository for Komagataeibacter (taxid:1434011). Using the MEGA X14 integrated tool, alignments against the 16S rRNA gene sequences of Komagataeibacter type strains were conducted using ClustalW15 and the evolutionary relationship was inferred using the Neighbor-Joining method16 with Kimura 2-parameter model17 and bootstrapping (1000 times) at uniform rates.
Genome sequencing, assembly and bioinformatics
K. intermedius ENS15 gDNA was sequenced at Novogene Europe (Cambridge, UK) using the Illumina Novaseq 6000 system. The raw reads were quality controlled using FastQC18, trimmed using Trimmomatic19 and de-novo assembled using SPAdes20. The misassembles were identified using QUAST (5.0.2)21. Contig reordering, missassembly correction and gap filling was conducted with GFinisher22 tool using K. intermedius AF2 genome (GenBank accession: GCA_000817255.2) as the reference. The scaffolds were manually linked, the genome completeness was analysed by CheckM tool23, and annotated using Prokka24. Phylogenetic relatedness and genome-based taxonomy was performed in Type Strain Genome Server (TYGS)25 (https://tygs.dsmz.de/, accessed on 23.07.2021). The plasmid sequences in the raw reads and draft genome were identified using plasmidSPAdes26 and Recycler27, respectively. The genome assembly can be found in the NCBI GenBank under the accession number GCA_000964425.1.
The genes encoding the Bcs machinery, extracellular matrix formation, and carbohydrate uptake and catabolism were identified through manual search within the Prokka annotated GenBank file using Unipro UGENE software (v. 33.0)28 and confirmed using protein BLAST (blastP)13 against the NCBI non-redundant database. The phylogenetic relatedness and amino acid identities of bcs operon proteins, BcsAB and BcsC, were identified using MUSCLE using the default settings29. The phylogenetic tree was built in MEGA X integrated tool14 using the Neighbour-Joining method and the evolutionary distances were computed using the Poisson correction method30. The domain architecture predictions were conducted through the NCBI conserved domain database (NCBI CDD)31 and InterproScan32 searches.
Preparation of electrocompetent K. intermedius ENS15 cells and plasmid transformation
The electrocompetent cells were prepared as described by Mangayil et al.12. To determine the appropriate antibiotic concentration for plasmid transformation, single aliquots (100 µl) of K. intermedius ENS15 competent cells were plated, in triplicates, on to HS-glucose agar supplemented with kanamycin (Kan; 400 mg/L, 500 mg/L, 600 mg/L, 700 mg/L) and chloramphenicol (Cm; 200 mg/L, 300 mg/L, 340 mg/L, 400 mg/L, 500 mg/L, 550 mg/L, 600 mg/L, 700 mg/L). The colony forming units (CFUs) were calculated after six days of static incubation at 30 °C. A blank cultivation, HS-glucose agar plates devoid of antibiotic supplementation and cells, was included as control.
Plasmids with seven different origins of replication (Table S1) obtained from Standard European Vector Architecture (SEVA) repository (http://seva-plasmids.com/) were tested for its replication in K. intermedius ENS15. As kanamycin was identified as an unsuitable selection marker, the native antibiotic resistance gene in the SEVA vectors with kanamycin resistance gene (pSEVA211, pSEVA241, pSEVA261, pSEVA271, pSEVA281 and pSEVA291) were replaced with chloramphenicol resistance (CmR) gene from pSEVA331 via SmiI/BoxI restriction and one-step cold phosphorylation-ligation using T4 poly nucleotide kinase and T4 DNA ligase. The resulting plasmids, named according to the SEVA guidelines as pSEVA311, pSEVA341, pSEVA361, pSEVA371, pSEVA381 and pSEVA391, were verified using PCR [PS5_SEVA and PS6_SEVA (targeting the origin of replication) and Fwd_CmR and Rev_CmR (targeting the CmR gene) primers (Table S1)] and sequencing.
Plasmid DNA (~ 200 ng) mixed with 100 µl of electrocompetent K. intermedius ENS15 cells were transferred to 1 mm electroporation cuvettes, pulsed (MicroPulser, BioRad) at 2.5 kV and immediately recovered with 1 ml of prewarmed HS medium containing 5% cellulase. The recovered cells were transferred to 15 ml culture tubes and incubated O/N at 30 °C and 220 rpm. After the incubation period, the transformants were plated on individual HS-glucose agar plates containing appropriate antibiotic concentrations and grown statically at 30 °C for 5–7 days. The transformation efficiency (%) was calculated by dividing CFU with the transformed DNA amount.
Characterization of constitutive promoters
To identify a suitable promoter for constitutive gene expression in K. intermedius ENS15, pSB1C3 vector harboring eight constitutive promoters (J23104, J23105, J23106, J23107, J23100, J23111, J23113, J23116, J23118) were selected from the E. coli Anderson promoter collection (iGEM Parts Registry, Spring 2017 Distribution). Promoters J23104 and J23105 that have been previously demonstrated to cater the strongest and weakest gene expression, respectively, in Komagataeibacter spp. were included as experimental controls4,6. To confirm plasmid replication and relatable gene expression, the genetic elements (promoter, RBS, mRFP1 and double terminator) in pSB1C3 were restricted with XbaI/PstI and ligated to similarly digested pSEVA331 vector. The resulting plasmids (Table S1) were transformed into K. intermedius ENS15 and plated onto HS-glucose agar containing 320 mg/L Cm and 1% v/v cellulase. Single colonies were individually picked and cultivated in 5 mL HS-Glu containing 32 µg/ml Cm and 1% v/v cellulase at 30 °C at 300 rpm for 3 days. Cells were collected (8000 g for 5 min), washed twice with 1X PBS and resuspended in 1 ml PBS. The promoter strength was evaluated by analysing the mRFP1 fluorescence, normalized per unit optical density at wavelength 600 nm (OD600nm), using Spark Multimode Microplate Reader (TECAN, Switzerland) at excitation wavelength 580 nm and emission wavelength 610 nm. For constitutive mRFP1 expression in pellicles, 50 µL of the recombinant K. intermedius cells harbouring the selected genetic elements were inoculated in 6-well culture plates and statically grown in 10 ml of HS-glucose medium containing 32 mg/L CmR at 30 °C for 6 days.
Characterization of inducible gene expression constructs
The suitability of pLux-LuxR (Addgene #78281) and pTet-TetR (Addgene #78283), inducible systems that has been reported to function in K. xylinus and K. rhaeticus4,6 strains were tested for its functionality in K. intermedius ENS15. Furthermore, mRFP1 gene induction via a Cumate inducible system (Addgene #119872) was studied in K. intermedius ENS1533. To ensure functionality of the Cumate inducible system in K. intermedius ENS15, the induction cassette (comprising of CuO/CymR, RBS and sfGFP) was amplified using EcoRI_Cumate and xbaI_Cumate primers from pCT5-bac2.0 (Table S2), restricted with EcoRI/XbaI enzymes and ligated with similarly digested pSEVA331 vector, resulting in pSEVA331Cumate_sfGFP plasmid. To avoid any discrepancy due to varying reporter gene and RBS among the studied vectors, the sfGFP and RBS in pSEVA331Cumate_sfGFP plasmid was replaced with the RBS and mRFP1 from pSEVA J23104 mRFP1. The pSEVA 331_Cumate_sfGFP plasmid backbone (amplified using Vector.FOR_Cumate and Vector.REV_Cumate primers to exclude the RBS and sfGFP gene) was assembled with the PCR product (containing RBS and mRFP1 from J23104-mRFP1-331Bb) amplified using Fragment.FOR _Cumate and Fragment.REV _Cumate primers via NEBuilder HiFi DNA Assembly Master Mix, resulting in pCumate plasmid. Plasmid transformation, propagation of recombinant K. intermedius ENS15 cells and fluorescence tests were conducted as described in Section “Characterization of constitutive promoters”.
Result and discussion
Isolation, characterization and classification of BC-producing strain
Isolation of single clones from CaCO3 halo zones in Glucose-Yeast Extract-Calcium carbonate agar and iterated subculturing in HS-Glu agar resulted in enrichment of an isolate with beige-coloured, smooth-edged and umbonate shaped colonies characteristics (Fig. S1A). The isolate is hereafter called ‘ENS15’. Under 100X magnification, the isolate appeared as rod-shaped cells either singularly, in pairs or in chains, having cell sizes in the range of 2.6–5.0 µm *0.6–0.7 µm (Fig. S1B). Phylogenetic positioning with the 16S rRNA gene sequences of Komagataeibacter type strains affiliated the isolate to K. intermedius LMG 18909 T (Fig. 1).
The ENS15 strain was able to grow in MA/9 medium supplemented with 30% glucose but grew poorly when cultured in medium containing 3% ethanol, 0.35% acetic acid, and 3% ethanol and 4% acetic acid as the sole carbon sources. Therefore, the remaining studies were conducted in PY medium (Fig. S2). The isolate did not require acetic acid for growth, demonstrated acetate and lactate oxidization, and acetic acid overoxidation (Fig. S3).
Whole-genome analysis of K. intermedius ENS15
To gain valuable insights on carbohydrate uptake and metabolism and BC biogenesis machinery, K. intermedius ENS15 genome was sequenced to a coverage of 400X and assembled de novo using SPAdes. Due to the low genome quality of the K. intermedius type strain LMG 18909 T (Strain TF2, GenBank assembly accession: GCA_000964425.1), scaffolding with GFinisher was conducted using K. intermedius AF2 genome (GenBank assembly accession: GCA_000817255.2) as the reference. The assembly statistics are presented in Table S3.
To confirm the strain’s phylogenetic positioning among the Komagataeibacter sp., a genome-based validation using the TYGS database was conducted. The server calculates the digital DNA-DNA hybridization (dDDH) values between the query and subject genomes based on three Genome BLAST distance phylogeny formulas: Genome to genome distance calculator formula 1 (GGDH; d0) calculates the length of all high-scoring segment pair (HSP) divided by total genome length, GGDH formula 2 (d4) calculates the sum of all identities found in HSPs divided by overall HSP length and GGDH formula 3 (d6) calculates the sum of all identities found in HSPs divided by total genome length. As the formula d4 is independent of genome length and thus robust against the use of incomplete draft, it is used for validation. The pairwise comparison results confirmed the isolate’s affiliation with K. intermedius type strain LMG 18909 T and K. intermedius AF2 with a digital DNA-DNA hybridization (distance formula d4; sequence level similarity; subspecies clustering threshold of 70%) score of 99% and 97%, respectively (Table S4).
The genome data indicated that the K. intermedius ENS15 has one chromosome of 3,754,643 bp (GC content, 61.8%) (Fig. 2) comprising of 3467 coding domain regions (CDSs), 120 repeat DNA, 19 non-coding RNA, 46 tRNAs and 1 rRNA (Table S3). Through manual search along the Prokka annotated files, blastP searches, and domain predictions (NCBI CDD, InterproScan), the genes encoding the proteins for bacterial cellulose synthesis, carbohydrate uptake and metabolism and gluconeogenesis were identified from the genome. Amino acid sequences of the aforementioned enzymes are presented in the Supplementary material.
At least one putative plasmid sequences, pKi (~ 80 Kb), containing genes encoding DNA replication, recombinant and repair, relaxases, DNA-binding transcriptional regulator, type IV bacterial secretion system, transposases and toxin-antitoxin systems were identified with plasmidSPAdes. Although DNA replication machineries could not be determined, two additional putative plasmid sequences pKi2 (22 Kb) and pKi3 (13Kbp), mostly containing genes encoding hypothetical proteins and transposases were identified. Recycler indicated that the draft genome did not contain any plasmid sequences. The presence of plasmid DNA within other Komagataeibacter spp. genomes have been reported. For instance, an abundance of plasmid DNA, ranging from four to seven have been identified from K. rhaeticus ENS9a, K. xylinus E25, K. medellinensis NBRC 3288 and K. nataicola RZS01 genomes, suggests the phenotypic diversity among the bacterial cellulose producers36. Blastn alignments of pKi1 and pKi2 sequences with the NCBI non-redundant nucleotide collection of Komagataeibacter taxid (id, 1,434,011) indicated similarities to plasmids present in K. medellinensis NBRC 3288 (pGXY010, 96% identity and 81% coverage) and K. xylinus E25 (pGX5, 98% identity and 88% coverage) strains, respectively.
Predicted BC biogenesis machineries
The BC synthetase complex, spanning the outer and inner membranes involved in BC synthesis and export to extracellular milieu, and the adjoining gene clusters present in the K. intermedius ENS15 genome is illustrated in Fig. 2a. Four bcs operons were annotated in K. intermedius ENS15. As previously reported for Komagataeibacter spp4,5,9,10,37, only one operon contained the complete genes set encoding the BC biogenesis machinery (bcsAI, bcsBI, bcsCI and bcsD) was found in K. intermedius ENS15 genome (genomic position 1,511,250:1,520,353 bp). Though annotated as individual genes, a manual search identified a 14 bp overlap within bcsAI and bcsBI genes (bcsABI) and 1 bp overlap between bcsCI and bcsD. The genes encoding the BC biogenesis accessory proteins endoglucanase (BcsZ) and cellulose complementing factor A (CcpA), observed as gene fusions, and beta-glucosidase (BglX) were identified at proximal upstream and downstream regions of bcsI at genomic positions 1,508,964:1,511,059 bp and 1,520,578:1,522,779 bp, respectively. Furthermore, a standalone copy of bcsZ gene (bcsZII; 28% amino acid sequence identity to BcsZ with a 23% coverage) was identified at position 2,042,498:2,043,523 bp.
Three additional copies of bcs operon were present in complement in the genome. The second bcs operon (bcsII) found at genomic position 60,840:64,661 bp, contained fused bcsAII and bcsBII genes (bcsABII). In silico analysis in NCBI conserved domain database, identified BcsABII to contain domain architectures to glycosyltransferases and BcsB superfamily, confirming the annotation. An interesting observation was the presence of a gene annotated to encode cyclic di-GMP binding protein 31 bps upstream of bcsABII (genomic position 60,041:60,808; Fig. S4), which has not yet reported in Komagataeibacter spp. BlastP search of the gene against Komagataeibacter taxid (id:1434011) resulted in close alignments with K. intermedius AF2 cation tolerance protein (100% similarity; accession number KPH88887.1) and K. oboediens cellulose synthase catalytic subunit (96% similarity, Accession Number GCE79538.1). NCBI CDD and InterProScan searches predicted the amino acid sequence to contain domain hits for BcsB super family and cellulose synthase, subunit B (IPR003920), allowing to annotate the predicted gene as bcsB_IIa. Nevertheless, further validations are required as the annotation could be attributed to the artefacts in the prediction tools which maintains the old annotation of BcsB with regards to c-di-GMP binding. A translated blast search of BcsII_a against the nucleotide sequences of homologous bcsB gene from Komagataeibacter spp. demonstrating 39–41% sequence similarity (89% query coverage; Fig. S5), supports the hypothesis. Alternatively, such annotations could be related to incorrectly predicted CDS caused by a mutation within the downstream bcsAB reading frame. This is crucial to validate as such mutations can lead to premature termination at the transcript-level.
The third bcs operon (bcsIII) contained fused bcsAB genes (bcsABIII) at genomic position 335,426:339,913 bp. A second copy of bcsC gene (bcsCII) was found upstream of the bcsABIII gene (position 331,628:335,332 bp). The fourth bcs operon (bcsIV) comprising of fused bcsAB (bcsABIV), genes encoding for SGNH/GDSL hydrolase family protein (BcsX), acyltransferase (BcsY) and BcsC (bcsCIII) was found at genomic position 3,293,852:3,304,158 bp. Though the exact function of BcsX and BcsY proteins have not been yet characterized, presence of genes encoding for the stated proteins have been reported in Komagataeibacter spp9,38.
Variable copy numbers of bcs operon genes have been reported among Komagataeibacter spp. For instance, four copies of bcs operon genes have been identified in K. intermedius AF2 (draft genome, GenBank: GCA_000817255.2)36, K. rhaeticus (NZ_CP050139.1, NZ_LT575493.1)5,9 and K. xylinus (NZ_CP024644.1) strains, whereas K. hansenii, a high yield bacterial cellulose producer, contains three bcs operons4. In general, apart from the ancillary bcsB_IIa gene found at bcsII, K. intermedius ENS15 shares similar arrangement and composition of bcs operon genes as reported for Komagataeibacter spp. isolates in the literature. Nevertheless, absence of a complete operon, i.e., bcsD, bcsZ, ccpA and bglX in bcsII–bcsIV, suggests that the three additional operon copies might have risen during evolution from duplications and deletion events of bcsI operon. Phylogenetic and amino acid sequence identities of BcsAB and BcsC proteins present in the four bcs operons are presented in Fig. 2b–e. Phylogenetic analysis of BcsAB proteins suggest bcsII and bcsIV to be closely related in comparison to the full length bcsI (similarity, 56–59%; coverage, 45–61%) and bcsIII (similarity, 45–47%; coverage, 96–97%). Whereas bcsI and bcsIII demonstrated a 51.1% sequence similarity from a coverage of 92%. Similar observation was made from BcsC phylogeny, wherein the highest similarity of 28.1% (coverage 95%) was found among bcsI and bcsIII operons.
Insights on carbohydrate metabolism and BC production by K. intermedius ENS15
Glucose is an excellent and widely used carbon source for BC production in Komagataeibacter spp. Prokka annotations, NCBI CDD domain predictions and blastP searches against the NCBI non-redundant database identified an operon containing the genes encoding phosphoenolpyruvate phosphotransferase (PtsI) system (genomic positions 3,146,276:3,150,394) involved in glucose uptake and utilization36. The operon contained, in the order, the genes encoding phosphoenolpyruvate-protein phosphotransferase and the phosphocarrier protein, PTS fructose transporter subunit IIA, and a bifunctional kinase/phosphorylase (involved in catabolite repression and phosphorylation of phosphocarrier protein). Similar to other Komagataeibacter spp., K. intermedius ENS15 genome did not indicate an annotation for the gene encoding phosphofructokinase (catalysing the conversion of fructose 6 phosphate to fructose 1,6-biphosphate) resulting in an incomplete Embden-Meyerhof-Parnas (EMP or glycolytic) pathway9,10. In Komagataeibacter spp., glucose oxidation takes two routes, either via glucose-6-phosphate (entering into pentose phosphate pathway, PPP) or through gluconate generation (through the catalytic activity of glucose dehydrogenase). The generated gluconate is either phosphorylated to 6-phophogluconate (entering into central metabolic pathways for biomass formation) or oxidized to ketogluconate (exported to the cultivation medium). Corroborating to the genome information, after a 10-day cultivation period, the K. intermedius ENS15 completely utilized glucose generating gluconic acid as the major liquid end-metabolite (6.2 ± 1.8 g/L gluconic acid, corresponding to 31% of the initial glucose concentration), resulting in a final medium pH of 3.2. In addition to the pH drop, gluconate synthesis reduces the glucose availability for BC biosynthesis, as the enzymes phosphoglucomutase and UDP-glucose pyrophosphorylase provides the precursor UDP-glucose moieties to the BC machinery. After the cultivation period, K. intermedius ENS15 strain synthesized a BC titer of 1.1 ± 0.1 g/L (yield, 0.7 mg/gsubstrate; BC characterization, Fig. S6 and Table S5). The BC titer obtained from K. intermedius ENS15 are comparable to that reported from K. intermedius isolates grown in glucose. For instance, Fernández´ et al. (2019) reported a titer of 1.2 g/L BC using K. intermedius JF2 isolate and observed a marginal improvement (1.6 g/L) when cultivated in HS medium containing glucose (10 g/L) and mannitol (20 g/L)39. In another study, using a base-resistant K. intermedius FST213-1 strain, isolated from fermented fruit juice, a BC titer of 2.3 g/L was reported after a 9-day static cultivation in HS medium containing 20 g/L glucose40. Table 1 compares the BC titers obtained from this study to that reported for Komagataeibacter spp. grown in HS medium containing glucose.
As opposed to glucose, glycerol has been regarded as an ideal substrate for BC biogenesis due to the substrate’s capacity to bypass gluconate generation and improve process sustainability9,10. While an annotation specific for glycerol uptake facilitator protein was not present, three gene copies encoding aquaporin Z was identified from the genome. NCBI CDD searches confirmed that among the three copies, two genes encoded aquaporin Z (Genomic Positions 611,611:612,540 bp and 3,112,617:3,113,501 bp) and one showed domain architectures similar to glycerol uptake facilitator (Genomic Position 2,538,382:259,365 bp). Manual search along the predicted glpF locations identified genes encoding glycerol kinase (position 2,541,272:2,542,771 bp) and Glycerol-3-phosphate regulon repressor (position 2,544,983:2,545,741), and glycerol dehydrogenase (position 2,412,749:2,414,956 bp) downstream and upstream to glpF, respectively. Putative gene encoding dihydroxyacetone kinase was present at genomic location 612,665:614,299 bp, downstream of aquaporin Z_I gene. Furthermore, multiple copies of genes encoding oxaloacetate-decarboxylating malate dehydrogenase (catalysing oxaloacetate to pyruvate reaction) and pyruvate phosphate dikinase (catalysing the transformation of pyruvate to phosphoenol pyruvate) were identified from the genome, hinting possible gluconeogenetic function from the central metabolic pathways9. Although literature indicates several reports on BC production from glycerol sources using Komagataeibacter spp. (Table 1), to date BC production from unrefined crude glycerol have not been reported using K. intermedius strains. In comparison to glucose cultivations, K. intermedius ENS15 completely utilized the carbon source, synthesizing 1.3 ± 0.0 g/L BC (yield, 0.7 mg/gsubstrate; BC characterization, Fig. S6 and Table S5). Subsequently, the strain’s ability to utilize crude glycerol, a by-product from biodiesel production process, and synthesize BC was investigated. Replacing pure glycerol with crude glycerol as the carbon source resulted in a 31% drop in BC production titer (Table 1). Crude glycerol, an unrefined glycerol source, obtained from biodiesel production plants often contains impurities such as soaps, fatty acids, ash and other organic compounds, negatively influencing bacterial metabolic processes9,52. Thus, the drop in BC production from K. intermedius ENS15 could be attributed towards the impurities present in the supplemented substrate. Alternatively, such could be a strain related feature. Although Kose et al. (2013) have reported a BC titer of 3.4 g/L using Gluconacetobacter intermedius NEDO-01 strain, in the study a pre-treated crude glycerol fraction was employed for BC biogenesis to eliminate the effects caused by the inhibitory compounds53. The study by Carreira et al. (2011) reports crude glycerol toxicity on G. sacchari, wherein the toxicity effects were elevated by using a 25–50 fold diluted substrate resulting in a BC titer of 0.1 g/L47.
Attempts in employing lignocellulosic biomass as the feedstock for BC production has been hindered by inefficient xylose utilization capabilities of Komagataeibacter spp. Early studies on BC biogenesis from xylose was reported by Ishihara et al. (2002), wherein minimal BC titers (ranging from 0 to 100 mg/L) were reported from K. xylinus and K. hansenii strains (Table 1)51. The authors reported that the restrictions were slightly elevated in culture medium containing xylose/xylulose mix resulting in a BC titer of 3 g/L. We identified that K. intermedius ENS15 grown in HS medium containing 20 g/L xylose synthesized BC, by far the highest, titer of 400 mg/L. The yeast extract and tryptone present in the HS medium have been reported to influence the BC production among Komagataeibacter spp9,10. Nevertheless, the low background titers (0.01 ± 0.0 g/L) obtained from HS medium devoid of xylose, encouraged to identify the genes involved in xylose transport and metabolism in K. intermedius ENS15. The genome contained genes encoding proteins involved in xylose transport (xylose-proton symporter, genomic position 2,339,051:2,340,538 bp and xylose transporter, genomic position 2,049,024:2,050,391 bp), xylulose kinase (catalyzing the conversion of xylulose to xylulose 5-phosphate, an intermediate in pentose phosphate pathway, genomic positions 2,051,664:2,053,133 bp and 2,673,868:2,675,346 bp) and ribulose-phosphate 3-epimerase. Although blastP searches with amino acid annotations against E. coli xylose isomerase did not provide any significant hits, manual searches around the genes encoding xylose transport and xylulose metabolism proteins were conducted. At 9 Kbp upstream of xylulose kinase (2,673,868:2,675,346 bp) a putative gene, annotated by Prokka as a hypothetical protein, was identified to contain domain architectures affiliated to sugar phosphate isomerase/epimerase and xylose isomerase-like superfamily. However, as these domain architectures are shared among several proteins, in depth experimental investigations are required to confirm the hypothesis.
Plasmid transformation in K. intermedius ENS15
Plasmid transformation and characterization of genetic engineering toolsets have been studied mostly in K. xylinus, K. hansenii and K. rhaeticus strains5,6. Among the plasmids tested, pSEVA321 (RK2 Ori), pSEVA331 (pBBR1 Ori), pSEVA351 (RFS1010 Ori), pBla-Vhb-122 (pBBR1 Ori) and pBAV1C (RepA, modified pWV01 Ori) have been reported to replicate in Komagataeibacter spp4,12. Here, the genetic tractability of K. intermedius ENS15 was studied using SEVA plasmids. Based on the previous studies, pSEVA331 (containing pBBR1 Ori and CmR) was selected as the positive control. SEVA plasmids, pSEVA 211, pSEVA 241, pSEVA 261, pSEVA 271, pSEVA 281 and pSEVA 291, containing KanR and replication origins that have not yet tested in Komagataeibacter spp. were chosen in this study (Table S1). In presence of chloramphenicol, wild type K. intermedius ENS15 cells was able to grow on HS-glucose agar plates containing 200 µg/ml of the antibiotic and was completely inhibited at 300 µg/ml (Fig. S7A). Since growth inhibition was not observed even at high kanamycin concentrations (700 µg/ml; Fig. S7B), the KanR gene was replaced with CmR from pSEVA331. We identified that K. intermedius ENS15 can be transformed via electroporation. Among the tested SEVA plasmids, pSEVA331 (pBBR1 Ori) and pSEVA361 (p15A Ori) showed replication in K. intermedius ENS15 (Fig. 3).
Characterization of constitutive and inducible promoters
Constitutive synthetic E. coli promoters from Anderson collection have been characterized in K. rhaeticus iGEM, K. hansenii ATCC 53582 and K. xylinus ATCC 7001785,6. Constitutive promoters, J23100, J23106, J23111, J23113, J23116, J23107 and J23118, that have not yet characterized in Komagataeibacter spp. were selected in this study. mRFP1 was chosen as reporter to quantify the promoter strength. Based on the data reported by Teh et al.6 and Florea et al.4,5 J23104 and J23105 promoters reported to confer strong and weak strengths in Komagataeibacter spp., were included as positive and negative controls, respectively. For successful propagation in K. intermedius ENS15, regulatory elements (promoters, ribosome binding site, mRFP1 and the double terminator) were cloned into pSEVA331 vector. Similar to the reports from K. rhaeticus iGEM and K. hansenii ATCC 53582, J23104 promoter was identified as the strongest constitutive promoter in K. intermedius ENS15 (Fig. 4a). Surprisingly J23105, a weak promoter reported in K. rhaeticus iGEM, K. hansenii ATCC 53582 and K. xylinus ATCC 700178 strains, was found to confer strong fluorescence signal in K. intermedius ENS15. The studied promoters showed a similar trend in the mRFP1 signal in both Escherichia coli XL1 and K. intermedius ENS15 strains with J23104, J23100, J23105, J23118 promoters as the strong promoters (Fig. 4 and Fig. S8). However, a 2-sample t test with J23104 indicated that, except for J23100, the remaining promoters demonstrated a statistically significant drop in the fluorescence signal.
AHL-, ATc-, IPTG- and arabinose-inducible systems, under the control of pLux, pTet, pLac and pBAD promoters, have been previously characterized in Komagataeibacter spp5,6. In the studies, the pLux promoters demonstrated highest mRFP1 expression and less leakiness than the tested counterparts. Due to the lack of lac repressors in Komagataeibacter genomes, pLac promoter was employed as a constitutive promoter by Teh et al.6. Furthermore, in the study, constructs carrying arabinose-inducible pBAD promoter was studied in Komagataeibacter spp. In comparison to pLux promoter, the authors identified that the arabinose-inducible construct imparted low mRFP1 expression and identified that the presence of arabinose in the growth medium negatively affected nanocellulose production. Contemplating the literature reports, we investigated mRFP1 expression in K. intermedius ENS15 using previously characterized AHL (pLux)- and ATc (pTet)-inducible systems, and a Cumate-inducible expression system that has never been characterized in Komagataeibacter spp. (Fig. 5). The Cumate switch consisting of a cymR repressor gene and CuO repressor-binding operator under strong constitutive promoters have been employed for tight expression of recombinant genes in E. coli strains and Bacillus spp33,54. However, we noted that the Cumate-inducible system was quite leaky in K. intermedius ENS15 (Fig. 5a) and the inducer negatively impacted the cell growth (Table S6). Such effect on the cell growth was not observed in K. intermedius ENS15 cells harboring AHL- and ATc-inducible constructs, except in the highest ATc concentration (10 µg/ml) which could be attributed towards the tetracycline toxicity (Table S6). In the case of mRFP1 induction using AHL- and ATc-inducible systems in K. intermedius ENS15, contradictory results to that published for K. rhaeticus iGEM strain was observed. Although AHL-inducible construct imparted low leakiness, a higher induction was observed using ATc-inducible construct with an optimal inducer concentration of 0.5 µg/ml (Fig. 5b). Furthermore, robust induction of mRFP1 expression while encased in the pellicle indicates that, despite entrapped within nanocellulose, the K. intermedius ENS15 cells can effectively receive signals from their environment enabling its applicability in applications requiring long-term cell survival and tolerance to toxic compounds (Fig. 5d,e).
A novel nanocellulose producing bacterium, affiliated to K. intermedius LMG 18909 T, was isolated from Kombucha SCOBY. The bcs operons and accessory genes involved in BC biogenesis and predicted putative genes involved in carbohydrate metabolism was supported by the experimental observation that the isolate metabolized glucose, pure and crude glycerol for biomass formation and BC production. Although BC synthesized from xylose is the highest titer reported from Komagataeibacter spp., modest production metrics attributes to a non-efficient route undertaken by the isolate for pentose conversion to gluconeogenesis pathway. The results on successful propagation of SEVA plasmids carrying varying origin of replications and recombinant mRFP1 expression via constitutive and inducible promoter systems indicate that K. intermedius strains are genetically tractable. Coupling the obtained empirical data hypothesizes the possibilities of overexpressed native/heterologous genetic systems for improvements in pentose bioconversion to BC. Future studies will involve metabolic engineering attempts using the optimal expression vectors to engineer K. intermedius ENS15 strain for efficient xylose bioconversion for BC production.
All data generated or analysed during this study are included in this published article and in the accompanying supplementary file. The 16S rRNA gene sequence can be found in the NCBI GenBank database under the accession number MT094082. The genome assembly can be found in the NCBI GenBank under the accession number GCA_021555195.1. The protein sequences mentioned in this study can be accessed through the protein FASTA (.fna) file within the GenBank source database. K. intermedius ENS15 strain is available from the corresponding author upon request.
Römling, U. & Galperin, M. Y. Bacterial cellulose biosynthesis: Diversity of operons, subunits, products and functions. Trends Microbiol. 23, 545–557 (2015).
Trache, D. et al. Nanocellulose: From fundamentals to advanced applications. Front. Chem. https://doi.org/10.3389/fchem.2020.00392 (2020).
Machado, R. T. A. et al. Komagataeibacter rhaeticus as an alternative bacteria for cellulose production. Carbohydr. Polym. 152, 841–849 (2016).
Florea, M., Reeve, B., Abbott, J., Freemont, P. S. & Ellis, T. Genome sequence and plasmid transformation of the model high-yield bacterial cellulose producer Gluconacetobacter hansenii ATCC 53582. Sci. Rep. 6, 23635 (2016).
Florea, M., Hagemann, H., Santosa, G., Abbott, J. & Micklem, C. N. Engineering control of bacterial cellulose production using a genetic toolkit and a new cellulose- producing strain. Proc. Natl. Acad. Sci. U. S. A. https://doi.org/10.1073/pnas.1522985113 (2016).
Teh, M. Y. et al. An expanded synthetic biology toolkit for gene expression control in acetobacteraceae. ACS Synth. Biol. 8, 708–723 (2019).
Semjonovs, P. et al. Cellulose synthesis by Komagataeibacter rhaeticus strain P 1463 isolated from Kombucha. Appl. Microbiol. Biotechnol. 101, 1003–1012 (2017).
Marič, L., Cleenwerck, I., Accetto, T., Vandamme, P. & Trček, J. Description of komagataeibacter melaceti sp. nov. and komagataeibacter melomenusus sp. nov. isolated from apple cider vinegar. Microorganisms 8, 1–15 (2020).
Mangayil, R. et al. Characterization of a novel bacterial cellulose producer for the production of eco-friendly piezoelectric-responsive films from a minimal medium containing waste carbon. Cellulose 28, 671–689 (2021).
Cannazza, P. et al. Characterization of Komagataeibacter isolate reveals new prospects in waste stream valorization for bacterial cellulose production. Microorganisms 9(11), 2230. https://doi.org/10.3390/microorganisms9112230 (2021).
Wu, J. M. & Liu, R. H. Cost-effective production of bacterial cellulose in static cultures using distillery wastewater. J. Biosci. Bioeng. 115, 284–290 (2013).
Mangayil, R. et al. Engineering and characterization of bacterial nanocellulose films as low cost and flexible sensor material. ACS Appl. Mater. Interfaces 9, 19048–19056 (2017).
Altschul, S. Basic local alignment search tool. J. Mol. Biol. 215, 403–410 (1990).
Kumar, S., Stecher, G., Li, M., Knyaz, C. & Tamura, K. MEGA X: Molecular evolutionary genetics analysis across computing platforms. Mol. Biol. Evol. 35, 1547–1549 (2018).
Thompson, J. D., Higgins, D. G. & Gibson, T. J. CLUSTAL W: Improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position-specific gap penalties and weight matrix choice. Nucleic Acids Res. https://doi.org/10.1093/nar/22.22.4673 (1994).
Saitou, N. & Nei, M. The neighbor-joining method: A new method for reconstructing phylogenetic trees. Mol. Biol. Evol. 4, 406–425 (1987).
Kimura, M. A simple method for estimating evolutionary rates of base substitutions through comparative studies of nucleotide sequences. J. Mol. Evol. 16, 111–120 (1980).
Wingett, S. W. & Andrews, S. FastQ screen: A tool for multi-genome mapping and quality control. F1000Research 7, 1338 (2018).
Bolger, A. M., Lohse, M. & Usadel, B. Trimmomatic: A flexible trimmer for Illumina sequence data. Bioinformatics 30, 2114–2120 (2014).
Bankevich, A. et al. SPAdes: A new genome assembly algorithm and its applications to single-cell sequencing. J. Comput. Biol. 19, 455–477 (2012).
Gurevich, A., Saveliev, V., Vyahhi, N. & Tesler, G. QUAST: Quality assessment tool for genome assemblies. Bioinformatics 29, 1072–1075 (2013).
Guizelini, D. et al. GFinisher: A new strategy to refine and finish bacterial genome assemblies. Sci. Rep. 6, 34963 (2016).
Parks, D. H., Imelfort, M., Skennerton, C. T., Hugenholtz, P. & Tyson, G. W. CheckM: Assessing the quality of microbial genomes recovered from isolates, single cells, and metagenomes. Genome Res. 25, 1043–1055 (2015).
Seemann, T. Prokka: Rapid prokaryotic genome annotation. Bioinformatics 30, 2068–2069 (2014).
Meier-Kolthoff, J. P. & Göker, M. TYGS is an automated high-throughput platform for state-of-the-art genome-based taxonomy. Nat. Commun. 10, 2182 (2019).
Antipov, D. et al. plasmidSPAdes: Assembling plasmids from whole genome sequencing data. Bioinformatics 32, 3380–3387 (2016).
Rozov, R. et al. Recycler: An algorithm for detecting plasmids from de novo assembly graphs. Bioinformatics https://doi.org/10.1093/bioinformatics/btw651 (2016).
Okonechnikov, K., Golosova, O. & Fursov, M. Unipro UGENE: A unified bioinformatics toolkit. Bioinformatics 28, 1166–1167 (2012).
Edgar, R. C. MUSCLE: Multiple sequence alignment with high accuracy and high throughput. Nucleic Acids Res. 32, 1792–1797 (2004).
Zuckerkandl, E. & Pauling, L. Evolutionary divergence and convergence in proteins. In Evolving Genes and Proteins (eds Bryson, V. & Vogel, H.J.B.T.-E.G.P.) 97–166 (Elsevier, 1965). https://doi.org/10.1016/B978-1-4832-2734-4.50017-6.
Marchler-Bauer, A. et al. CDD: NCBI’s conserved domain database. Nucleic Acids Res. 43, D222–D226 (2015).
Zdobnov, E. M. & Apweiler, R. InterProScan—An integration platform for the signature-recognition methods in InterPro. Bioinformatics 17, 847–848 (2001).
Seo, S.-O. & Schmidt-Dannert, C. Development of a synthetic cumate-inducible gene expression system for Bacillus. Appl. Microbiol. Biotechnol. 103, 303–313 (2019).
Hunter, J. D. Matplotlib: A 2D graphics environment. Comput. Sci. Eng. 9, 90–95 (2007).
Cock, P. J. A. et al. Biopython: Freely available Python tools for computational molecular biology and bioinformatics. Bioinformatics 25, 1422–1423 (2009).
Ryngajłło, M., Kubiak, K., Jędrzejczak-Krzepkowska, M., Jacek, P. & Bielecki, S. Comparative genomics of the Komagataeibacter strains—Efficient bionanocellulose producers. Microbiologyopen 8, e00731 (2019).
Gullo, M., La China, S., Petroni, G., Di Gregorio, S. & Giudici, P. Exploring K2G30 genome: A high bacterial cellulose producing strain in glucose and mannitol based media. Front. Microbiol. https://doi.org/10.3389/fmicb.2019.00058 (2019).
Lu, T. et al. Characterization and optimization of production of bacterial cellulose from strain CGMCC 17276 based on whole-genome analysis. Carbohydr. Polym. 232, 115788 (2020).
Fernández, J. et al. Microbial cellulose from a Komagataeibacter intermedius strain isolated from commercial wine vinegar. J. Polym. Environ. 27, 956–967 (2019).
Lin, S.-P. et al. Isolation and identification of cellulose-producing strain Komagataeibacter intermedius from fermented fruit juice. Carbohydr. Polym. 151, 827–833 (2016).
Wang, S.-S.S. et al. Insights into bacterial cellulose biosynthesis from different carbon sources and the associated biochemical transformation pathways in Komagataeibacter sp. W1. Polymers 10, 963 (2018).
Thorat, M. N. & Dastager, S. G. High yield production of cellulose by a Komagataeibacter rhaeticus PG2 strain isolated from pomegranate as a new host. RSC Adv. 8, 29797–29805 (2018).
Kuo, C.-H., Chen, J.-H., Liou, B.-K. & Lee, C.-K. Utilization of acetate buffer to improve bacterial cellulose production by Gluconacetobacter xylinus. Food Hydrocoll. 53, 98–103 (2016).
Volova, T. G., Prudnikova, S. V., Sukovatyi, A. G. & Shishatskaya, E. I. Production and properties of bacterial cellulose by the strain Komagataeibacter xylinus B-12068. Appl. Microbiol. Biotechnol. 102, 7417–7428 (2018).
Liu, M. et al. Complete genome analysis of Gluconacetobacter xylinus CGMCC 2955 for elucidating bacterial cellulose biosynthesis and metabolic regulation. Sci. Rep. 8, 6266 (2018).
Li, J. et al. Production of high crystallinity type-I cellulose from Komagataeibacter hansenii JR-02 isolated from Kombucha tea. Biotechnol. Appl. Biochem. 66, 108–118 (2019).
Carreira, P. et al. Utilization of residues from agro-forest industries in the production of high value bacterial cellulose. Bioresour. Technol. 102, 7354–7360 (2011).
Wu, M. et al. Valorizing kitchen waste through bacterial cellulose production towards a more sustainable biorefinery. Sci. Total Environ. 695, 133898 (2019).
Ho Jin, Y., Lee, T., Kim, J. R., Choi, Y.-E. & Park, C. Improved production of bacterial cellulose from waste glycerol through investigation of inhibitory effects of crude glycerol-derived compounds by Gluconacetobacter xylinus. J. Ind. Eng. Chem. 75, 158–163 (2019).
Dikshit, P. K. & Kim, B. S. Bacterial cellulose production from biodiesel–derived crude glycerol, magnetic functionalization, and its application as carrier for lipase immobilization. Int. J. Biol. Macromol. https://doi.org/10.1016/j.ijbiomac.2020.03.047 (2020).
Ishihara, M., Matsunaga, M., Hayashi, N. & Tišler, V. Utilization of d-xylose as carbon source for production of bacterial cellulose. Enzyme Microb. Technol. 31, 986–991 (2002).
Mangayil, R., Karp, M. & Santala, V. Bioconversion of crude glycerol from biodiesel production to hydrogen. Int. J. Hydrogen Energy 37, 12198–12204 (2012).
Kose, R., Sunagawa, N., Yoshida, M. & Tajima, K. One-step production of nanofibrillated bacterial cellulose (NFBC) from waste glycerol using Gluconacetobacter intermedius NEDO-01. Cellulose 20, 2971–2979 (2013).
Choi, Y. J. et al. Novel, versatile, and tightly regulated expression system for Escherichia coli strains. Appl. Environ. Microbiol. 76, 5058–5066 (2010).
R.M., A.J.R., and D.R. thanks Academy of Finland (Project No’s. 323214 and 346983), Kone Foundation (Project No. 201803224) and Fondazione Cariplo (2020–1070), respectively, for supporting this study. R.M. would like to thank Mr. Rohith Krishnan for providing the Kombucha SCOBY. Open access funding provided by Tampere University, Finland.
The authors declare no competing interests.
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Cannazza, P., Rissanen, A.J., Sarlin, E. et al. Characterization, genome analysis and genetic tractability studies of a new nanocellulose producing Komagataeibacter intermedius isolate. Sci Rep 12, 20520 (2022). https://doi.org/10.1038/s41598-022-24735-z
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