Introduction

With the increase in atmospheric carbon dioxide (CO2) concentration, there is disturbance in global climate equilibrium as a result the global temperature is rising at a continuous pace. This increase in CO2 emission is mainly due to unchecked anthropogenic activities. So, there is an urgent need to reduce the level of CO2 emission in the atmosphere from various sources. The emission can be reduced by various physical, chemical and biological processes1,2. Biological fixation of CO2 by plants and microorganisms is the most common and effective process for sustainable CO2 sequestration2. The microorganism accountable for CO2 sequestration belongs to archaea (Euryarchaeota and Crenarchaeota) and bacteria (Aquificae, Actinobacteria, Chloroflexi Proteobacteria, Chlorobi, Firmicutes and Thermodesulfobacteria). Microbes can fix CO2 through six known pathways but the most predominant is Calvin–Benson–Bassham (CBB) pathway2,3. The microorganism sequesters CO2 through a carbon concentrating mechanism with the help of well-known enzymes Ribulose-1,5-bisphosphate carboxylase/oxygenase (RuBisCO) and carbonic anhydrase3. These microbes can convert CO2 into biomass and bioproducts such as lipids, polyhydroxyalkanoates (PHAs), and extracellular polymeric substances (EPSs)2,4,5. Serratia sp. ISTD04 has been reported for CO2 sequestration and production of value- added products1,5.

Genus Serratia belongs to Enterobacteriaceae family; they are gram-negative, rod-shaped and facultative anaerobes that dwells in a diverse environment such as water, soil, plants, rhizospheric soil and other organisms6. Serratia has been reported from diverse site and perform various functions such as Serratia fonticola RB-25 isolated from a waste landfill for quorum sensing, Serratia plymuthica and other strains AS12, AS9, S13 and 4Rx13 are associated with plants or plant-growth-promoting activities, Serratia proteamaculans 568 with a detailed genome analysis on chitinase production, Serratia marcescens WW4 isolated from a paper machine, S. marcescens FGI 94 associated with leaf-cutter ant fungus garden and S. marcescens Db11 pathogen of drosophila4,7,8. This genus is also known for production of value-added products such as enzymes, biosurfactants, pigments, fatty acids, flavors and polyhydroxyalkanoates2,3,9. The genes and pathways responsible for CO2 sequestration and bioproduct synthesis can be further elucidated by the genomic, transcriptomic and proteomic approach. Identification of genes and enzymes controlling particular process will provide an opportunity to further improve the process through genetic engineering approach2,3,5. There are relatively few strains of Serratia genus has been sequenced compared to Escherichia and Salmonella7. The genomic analysis will provide information and highlight the diverse capability of this genus.

Biopolymers are composed of a natural resource that can be produced sustainably from renewable sources and are completely biodegradable. These polymers form a protective structure around microbes, acts as reserve material and also provide adaptability to uncertain environmental conditions10. The microorganisms can convert diverse carbon sources and synthesize both extracellular as well as intracellular biopolymers. The majority of polymers produced are extracellular and very few intracellular. The bacteria produce several types of biopolymers that can be categorized into four major class polysaccharides, polyamides, inorganic polyanhydrides and polyesters2,10. The bacterial EPS can be classified as exopolysaccharide, capsular polysaccharide and intracellular polysaccharide11. Depending upon the linkage and monomeric units; the polymer can be grouped into homopolymer (α-d-glucans, β-d-glucans, fructans) or heteropolymer (N-acetylglucosamine (GlcNAc), N-acetylgalactosamine (GalNAc), or glucuronic acid (GlcA) and d-glucose, d-galactose, l-rhamnose,) with presence of other substances such as lipid, protein, nucleic acids, acetyl group and phosphate12,13. The presence of different sugar residues provides different structures and conformations to EPS14. Bacterial strains such as S. marcescens, Aeromonas salominicida, and Pseudomonas sp. strain NCIB 2021 have been reported for heteropolysaccharide production13. The strains, S. marcescens, Aeromonas salominicida and Pseudomonas sp. strain NCIB 2021 are known to produce two different polysaccharides13. The synthesis of EPS monomers takes place inside or on the cell surface with the coordinated regulation of genes and action of enzymes. The genes for synthesis, assembly and export of EPS are generally present in the form of clusters and the genes in clusters are tightly regulated13,15. There are several reports on identification and isolation of different types of EPS from diverse sources such as bacteria, fungi, microalgae and plants14.

Based on their chemical composition and nature, there are several applications of EPS such as bioflocculation, provide defense against various toxin, avoid host immune response, limits penetration of various substance, antimicrobial and antibiofilm activity, dye decolorization and reclamation of waste lands12,14,16.

The bacterial strain ISTD04 was previously isolated and characterized in detail for its CO2 sequestration potential along with lipid and PHA production3,5,9. The genome of Serratia sp. ISTD04 was sequenced earlier and the sequence is openly available with NCBI accession number MBDW00000000.117. The detail proteomics (2D-GEL) and nano-LC-MS/MS of Serratia sp. ISTD04 has been done for identification of enzymes differentially regulated during CO2 sequestration and biodiesel production3,5. Comprehensive analysis of genome from Serratia sp. ISTD04 will complete the proteomic findings as well as identify novel genes and clusters responsible for bioproducts synthesis. In this study, we have comprehensively analyzed the Serratia sp. ISTD04 genome. The bioinformatics analysis was done to discover putative genes and pathways responsible for CO2 sequestration and synthesis of bioproducts such as EPS, lipids, PHA. Thereafter, important gene clusters responsible for EPS production were also highlighted. The production and characterization of EPS by Serratia sp. ISTD04 in presence of NaHCO3 as carbon source and glucose as inducer was carried out. In addition, we have also demonstrated the environmental application of EPS.

Result and Discussion

Genomic analysis of Serratia sp ISTD04 for CO2 sequestration and synthesis of bioproducts

The Serratia sp. ISTD04 was previously characterized for CO2 sequestration along with the production of lipids and polyhydroxyalakanoates3,5,9. The genome size of Serratia sp. ISTD04 is 5.07 Mb with 81X coverage having GC content of 59.98%, 4,563 predicted protein-coding genes (Prokaryotic Genome Annotation Pipeline (PGAP) and Pfam annotation) and the other general genome features have also been reported earlier17. A Circos plot showing space efficient and clear representation of genes on the genome and the important genes and their position related to CO2 sequestration and EPS production have been shown on the circular plot (Fig. 1 and Table S1).

Figure 1
figure 1

Circos representation of genes compared with the genome for Serratia sp. ISTD04. Circles from outside to inside represent; (A) scaffold arrangement, (B) gene position on the scaffolds; (C) genes in selected pathways (D) GC skew; and (E) GC content. Detail of genes in selected pathway is represented in Table S1.

The ‘nr’ blast of important proteins responsible for CO2 sequestration and EPS production is represented in Table S2. Genomic analysis of Serratia sp. ISTD04 shows that all the important genes and proteins of CBB pathway are present in this strain but RuBisCO is missing in the sequence17. Genomic investigation of Serratia sp. ISTD04, substantiate its diverse metabolism and clearly depicted that this strain follows CBB cycle for the sequestration of CO217. Among the 13 known enzymes of CBB pathway, RuBisCO and phosphoribulokinase (PRK) are the two key enzymes, RuBisCO is missing but PRK and other 11 enzymes are annotated in the genome. Carbonic anhydrase, a facilitator in CO2 fixation was annotated and present in multiple copies in the genome. Along with RuBisCO and carbonic anhydrase, the other enzymes such as FBPase and two aldolases were also detected that plays important role in CBB cycle. Serratia sp. ISTD04 is a chemoautotrophic bacterium and in addition to CO2 this strain can metabolize monosaccharide (galactose, mannose, and fructose), disaccharides (sucrose) polysaccharides (starch) and many organic compounds such as, glucuronate, ascorbate, aldarate, amino sugar, nucleotide sugar, propionate, butanoate, glyoxylate, dicarboxylate and pyruvate as carbon source. Since this is a draft genome so there is a possibility that the RuBisCO gene may not be sequenced or annotated in the genome. The proteomic analysis of this strain discovered both large and small subunit of RuBisCO and it was further confirmed by western blotting. The PRK and other enzymes actively involved in CBB cycle were also detected in the proteomics3,5. The carboxylation property of RuBisCO is maintained in a specific micro-compartment i.e., carboxysome and carbonic anhydrase perform interconversion (HCO3− to CO2 and vice versa) and make CO2 available for RuBisCO2,3. PRK, an octameric protein with size 32–36 kDa execute the final step in RuBP generation was also reported from other photosynthetic bacteria such as Ralstonia eutropha, R. acidophila, and Rhodobacter sphaeroides18,19,20. In Xanthobacter flavus the aldolases were reported both in heterotrophic and autotrophic condition and the aldolase activity increased 14-fold during autotrophic condition21. The presence of both the aldolases in Serratia sp. ISTD04 confirmed that this strain can perform both autotrophic as well as the heterotrophic mode of growth, depends on the availability of diverse groups of substrate. The key and accessory enzymes present in Serratia sp. ISTD04 validates its CO2 fixation potential through CBB pathway.

Identification of EPS Cluster in Serratia sp. ISTD04

EPS synthesis, regulation, polymerization and export-related genes are dispersed throughout the genome of Serratia sp. ISTD04, but there are eight major clusters discovered that are responsible for capsular polysaccharide, Polysaccharide B, stewartan, emulsion, saccharide, lipopolysaccharide, and fatty acid-saccharide production. The EPS gene clusters with contig and position details from Serratia sp. ISTD04 has been represented in Fig. 2. The cluster 2 (stewartan), 3 (saccharide), 5 (polysaccharide B) and 7 (capsular polysaccharide) showed less than 15% similarity with Pseudomonas cichorii JBC1, P. fuscovaginae strain IRRI 6609, Xenorhabdus nematophila str. Websteri and Burkholderia sp. RPE64 respectively at genes level. Cluster 1(lipopolysaccharide), 4 (emulsan), 6 (emulsan), and 8 (fatty acid-saccharide) showed 30%, 28%, 19% and 36% sequence similarity with Yersinia ruckeri, Y. frederiksenii, P. putida LS46 and P. syringae strain UB0390 respectiveely. The presence of polysaccharide synthesis, polymerization and export-related genes such as wzy, wzx, wzc, wza, wzz, wca, glycosyltransferases and transporters were observed in the cluster. The presence of an additional enterobacterial common antigen polymerase (wzy) was discovered in the genome away from the cluster on scaffold 8. In addition, genes responsible for nucleotide sugar precursor synthesis were discovered in the cluster as well as found dispersed throughout the genome. The cluster 2 and 8 include genes for the nitrate/nitrite dependent regulation. The other regulators such as tyrosine kinase, GalU regulator GalF, diguanylate cyclase, sigma-54-dependent Fis family transcriptional regulator, two-component system regulator and other transcriptional regulators were discovered in the identified clusters. Furthermore, all the above-identified putative clusters showed similarity with the members of Enterobacteriaceae family indicating that clusters are conserved and specific to this family. The Cluster 8 (fatty acid-saccharide cluster) was unique to this strain and this cluster contains nitrogen metabolism gene flanked by fatty acid and polysaccharide synthesis genes. The cluster analysis supported the GC-MS of monosaccharide composition as the genes for the production of glucose, mannose, galactose and GalNAc were identified.

Figure 2
figure 2

Represents putative gene clusters with contig number, position and size identified in Serratia sp. ISTD04 genome responsible for polysaccharide production.

The mechanism of EPS production in bacteria is known to occur via four pathways such as Wzx/Wzy-dependent pathway, ABS transporter-dependent pathway, synthase-dependent pathway and extracellular single sucrase protein15. In Gram-negative bacteria Wzx/Wzy-dependent and ABC-transporter dependent pathways are usually observed for EPS production. The presence of transporters (ABC, RND, MFS and autotransporter), glycosyltransferase (gts) and O-antigen polymerase (wzy) in clusters point towards both Wzx/Wzy-dependent and ABC-transporter dependent pathways for EPS production. In Wzx/Wzy-dependent pathway the assembly of repeating units on lipid carrier occurs on the cytoplasmic face. The carrier with repeating unit gets flipped towards periplasmic face by Wzx (flippase) and the Wzy (O-polymerase) add the repeating units to the polymer. The polymers produced by this pathway contain diverse sugar components and results in heteropolysaccharide production15. The presence of flippase or polymerase i.e., Wzx, Wec and Wzy in cluster 1, 2 4 and 7 indicates Wzx/Wzy-dependent pathways for synthesis and export of EPS. The absence of polymerase gene in strains 215W4-47a and NRBB56 linked EPS cluster was observed but still they are able to produce EPS22. ABC-transporter dependent pathways are mainly involved in the synthesis of capsular polysaccharide15. In transporter-mediated pathways the synthesis of polysaccharide takes place towards the cytosolic face and the GTs elongate the polysaccharide chain at the non-reducing end followed by its transportation across cytoplasmic membrane by ABC transporters23.

Cluster 3 and 6 contain GTs, transporters and lack Wzx, Wzc and Wzy indicating ABC-transporter dependent pathways. Since multiple GTs observed in the identified cluster so the polymer produced is heteropolymer15. Wzc proteins are member of polysaccharide copolymerase 2a family involved in the synthesis of high molecular weight EPS and CPS. Wzc protein deletion affects assembly of repeating units to the polymer. The detection of UDP-phosphate galactose phosphotransferase (wbaP) in the cluster 7 point towards the presence of galactose as initiating sugar as observed in the case of Salmonella O antigens. The WbaP has been shown to have both galactosyltransferase and flippase function. Wzz (polysaccharide chain length modulation protein) regulates translocation of the subunits in an ATP hydrolysis-independent manner and the chain length is regulated via DNA adenine methyltransferase (Dam) of surface polysaccharide. Wzz are member of polysaccharide copolymerase 1 family and act as a ruler for polysaccharide chain length synthesis. Lack of Wzz resulted in unregulated chain length and its characteristics. O antigen ligase (WaaL) transfers the O-antigen monomer and polymer to lipopolysaccharide precursor (lipid A-core) as a result completing lipopolysaccharide synthesis along with the release of lipid carrier. This WaaL protein has also been shown to regulate the O-unit synthesis based on availability in the periplasmic side by feedback mechanism24. A similar study reported production of heteropolymeric EPS from monomers (glucose, galactose and mannose) in Methylobacillus sp. strain 12S and identified homologous genes (wzx, wzc, wzy and gts) involved in synthesis via Wzy-dependent system25. The UDP-GlcNAc epimerase (gne; convert UDP-GlcNAc to UDP-GalNAc) and phosphogluconate dehydrogenase (gnd) genes identified in this strain have also been reported from O-antigen gene cluster of Escherichia coli26.

The genes for the biosynthesis of LPS core in Enterobacteriaceae such as E. coli, Salmonella enteric, S. marcescens and Klebsiella pneumoniae were clustered as ‘waa’ gene cluster on the chromosome. Coderch et al.27 identified ADP-D-glycero-D-manno-heptose epimerase (GmhD), ADP-heptose-LPS heptosyltransferase II (WaaF), ADP-heptose-LPS heptosyltransferase I (WaaC), ADP-heptose-LPS heptosyltransferase III (WaaQ) and 3-deoxy-D-manno-octulosonic acid transferase (WaaA) in S. marcescens N28b through complementation analysis. Serratia sp. ISTD04 showed the presence of LPS core biosynthesis gene cluster (Waa) and also showed the presence of above five genes in the cluster. The two O-antigen genes wecA (undecaprenyl-phosphate alpha-N-acetylglucosaminyl 1-phosphate transferase) and wzx (O-antigen translocase) identified in the cluster are known for O antigen synthesis. Complementation study in E. coli K-12 with E. coli O7 and S. enterica O antigen translocase indicated that complete antigen subunit is not required for translocation and recognition of the Und-P-P-linked (undecaprenylpyrophosphate-linked) sugars by wzx complex is involved in O-antigen processing during LPS synthesis23. A Comparative large-scale gene trait-matching approach was applied in 20 sequenced Bifidobacterium breve strain to distinguish between EPS producer and non-producers22. The EPS-producing cluster was shown to contain multiple glycosyltransferases, priming GTs, flippase, tyrosine kinase, chain length determination proteins and acetyltransferse22. Notably these genes are also present in most of the identified clusters of this strain. The diverse monomer composition and the repeating unit of polymer are directly influenced by the specific glycosyltransferase genes in polysaccharide. The impact of different sugar sources (glucose, galactose, lactose and fructose) on EPS biosynthetic gene expression (galE, galU, galT and rmlA-D) was demonstrated for nucleotide sugar production and EPS synthesis in longum CRC 00228. The GumL (pyruvyltransferase) present in cluster 7 add non-sugar moiety to mannose residues of the polysaccharide repeating unit.

The EPS biosynthesis regulation is a complex process that is regulated at various levels within the microorganisms. The role of kinases in regulation EPS production is well known and it regulates the EPS biosynthetic enzymes through phosphorylation. The two tyrosine-protein kinase (TK) gene known to be involved in regulation of EPS was discovered in cluster 2 and 7. Elsholz et al.29 reported that EPS acts as a signaling molecule for the TK protein in Bacillus subtilis. The TK have two components, one membranous (epsA) and other kinase (epsB). The EPS production is subjected to the positive feedback loop and regulated by EPS concentration. The kinase remains inactivated in absence of EPS by autophosphorylation but the presence of EPS inhibits autophosphorylation and promotes phosphorylation of glycosyltransferase, as a result, stimulating EPS production29. Wzc (component of translocation complex) is also known to be regulated by phosphorylation as it contains cytosolic tyrosine autokinase domain.

Diguanylate cyclases synthesize bis-(3′-5′)-cyclic dimeric guanosine monophosphate (c-di-GMP) and this c-di-GMP act as second messenger involved in decision ‘to swim or to stick’. The c-di-GMP level positively stimulates expression and secretion of various EPS16. A two-component regulatory system (NarX and NarL) was observed in the cluster and is reported to regulate nitrate reductase (nar GHJI) in EPS-producing halophile Halomonas maura30. NarX a sensor histidine kinase sense nitrate and activates NarL, the activated NarL recognizes the regulatory regions in the sequence of various other genes and regulates their expression. The nitrogen limitation induces EPS production15. Stewartan is high molecular weight, acidic component having repeating units of oligosaccharides. The presence of LuxR family transcriptional regulator is shown to regulate the stewartan synthesis and presence of LuxR family DNA-binding response regulator (NarL) in cluster 2 may be regulating the production of Stewartan. Nitrogen plays an important role in the regulation of EPS production. The induction of EPS production under nitrogen limitation was observed for several strains by regulation nitrogen metabolic genes. Transcriptomic profile of Agrobacterium sp. ATCC 31749 under nitrogen starvation showed diguanylate cyclases (c-di-GMP) mediated regulation of EPS synthesis and deletion of this gene resulted in drastic reduction in EPS yield31. c-di-GMP mediated regulation of EPS such as cellulose, xanthan and alginate is also reported15. Dalsing and Allen.32, reported that nitrate reductase in R. solanacearum is important for EPS production and also quantitatively proved the role of nitrogen assimilation on EPS production.

Production EPS by Serratia sp. ISTD04 and its morphological observation

The Serratia sp. ISTD04 was previously characterized comprehensively for CO2-sequestration and accumulation of value-added products3,5,9. In this study, we investigated the exopolysaccharide (both loosely bound (LB) and tightly bound (TB)) EPS production by Serratia sp. ISTD04 while growing on NaHCO3, glucose and NaHCO3 plus glucose in mineral medium. The EPS production was found to be 0.88 ± 0.08, 1.25 ± 0.13 and 1.44 ± 0.10 g L−1 on glucose, NaHCO3 and NaHCO3 plus glucose respectively at pH 7.8 (Table 1). It was observed from the findings that both glucose and NaHCO3 together in the media was required for EPS production. The EPS production was lower in glucose compared to NaHCO3 and it was also observed that using glucose as an inducer with NaHCO3 was found to be important for EPS production. During initial growth phase, the substrate is present in surplus and the cells are actively involved in growth. But with time as the substrate (carbon and phosphorous) imbalance occurs, the cellular machinery actively engage in EPS production under stress and also changes in cellular morphology and shape can be observed11. The EPS production is influenced by several factors such as bacterial growth, pH, temperature, carbon and nitrogen source and their ratio11,12. The pH of media is known to significantly influence the EPS production. The microorganisms have been reported to utilize diverse carbon and nitrogen sources for EPS production33. C/N ratio plays a critical role in EPS production and any increase or decrease in ratio affect the chemical nature of EPS and its flocculating properties11. The production of EPS was further optimized with different concentration of NaHCO3 plus glucose, C/N ratios and pH (Table 1). The maximum EPS yield was found to be 4.57 ± 0.27 g L−1 at glucose plus NaHCO3 (1 g L−1 and 50 mM), C/N ratio 17 and pH 8. The EPS production increased almost three fold after optimization of media components. The EPS production has been reported from diverse microorganisms while growing on different carbon source. In a similar report, Serratia sp. 1 was shown to produce 3.44 g L−1 EPS while growing on wastewater sludge11. Halomonas species was reported to produce 1.073 g L−1 EPS on sucrose34. EPS produced by P. polymyxa SQR-21(3.44 g L−1) on galactose, Bacillus sp. ISTVK1 (0.31 g L−1) on waste water and sucrose, Proteus mirabilis TJ-1 (1.3 g L−1) on glucose, Streptococcus thermophilus ASCC 1275 (1 g L−1) in milk, Klebsiella sp.(1.0 g L−1) from glucose and P. jamilae CP-38 (4.2 g L−1) on olive mill wastewater12,35,36. Compared to earlier reports, this strain produced a good amount of EPS and that too using CO2 and glucose as carbon source. To the best of our knowledge, this is the first report on CO2 sequestration and EPS production by bacteria.

Table 1 Optimization of process parameters for production of EPS by Serratia sp. ISTD04.

The SEM analysis of bacterial culture infers that EPS production was minimal initially but with time a mat of EPS can be seen and it’s no longer possible to recognize the individual bacterial cells after 72 h of growth (Fig. 3a–c). The extracted EPS appears as a white thread like granular material (indicative of gelling and emulsifying properties) as evident from the Fig. 3d,e. Similar morphology was observed for R. mucilaginosa UANL-001L EPS14. The microbes isolated from extreme habitats have an innate feature to produce EPS especially to get a hold on the rocky surface. This bacterium was isolated from marble mining rocks so EPS production can be viewed as an intrinsic quality of the microorganisms inhabiting such a diverse ecological niche.

Figure 3
figure 3

(a) SEM observation of Serratia sp. ISTD04 in MM-media supplemented with 0.5% glucose (w/v) and 50 mM NaHCO3 at (a) 0 h (b) 24 h (c) 72 h. SEM image of purified EPS extracted from Serratia sp. ISTD04 at various magnifications (d,e). Elemental composition of EPS detected by EDX (f) peaks of the elements detected and their abundance (pie chart).

Characterization of EPS

Estimation of carbohydrate, lipid and proteins present in EPS

The total carbohydrate content and reducing sugar was estimated for extracted, purified and dried EPS from Serratia sp. ISTD04. The total carbohydrate (mono-, di-, oligo-) present in EPS was quantified by phenol-sulfuric acid and it was found to be 67% w/w of total EPS. The amount of reducing sugar present in EPS was estimated by 3, 5-dinitrosalicylic acid (DNS) method. The reducing sugar was found to be 34.5% w/w. The result confirms that carbohydrates are the major component of the EPS. The total carbohydrate and reducing sugar estimation revealed the EPS produced by Serratia sp. ISTD04 contains an almost equal representation of reducing and no-reducing sugar. The total protein of EPS was estimated by Bradford assay and the protein content was found to be 0.54% w/w. The lipid content of EPS was estimated by the process described earlier37. The lipid content was found to be 10.49% w/w of dry EPS. The probable reason for high lipid content may be because this bacterium has already been reported for production of extracellular fatty acids2. According to earlier reports, the lipid content of EPS varies from 1–10%. The lipid, protein and their composition present in the EPS plays an important role in determining the properties (such as flocculation, adsorption, transformation of chemicals and metal binding) of EPS12,33,37.

Characterization of EPS for functional group composition and linkage analysis

SEM-EDX analysis of EPS

The surface texture and composition of polysaccharide was analyzed using SEM-EDX at various magnifications (Fig. 3f). The polysaccharide appears to be an amorphous white solid under low magnification and the higher magnifications revealed a porous, layered texture of EPS, with pore sizes varying in the range from nanometers to micrometers. EDX analysis of the purified EPS revealed the dominance of carbon and oxygen along with the presence of other elements like sodium, iron, phosphorus, potassium in trace amount (Fig. 3f). The EDX analysis confirmed the organic nature of EPS.

Functional group analysis by FT-IR

The purified and dried EPS of Serratia sp. ISTD04 was characterized for functional group composition by FT-IR and the bands were assigned based on previous literature (Fig. S1). The broad and intense band at 3396.63 cm−1 and 2929.86 cm−1 represents stretching vibration of hydroxyl groups and C-H stretching of CH2 groups respectively of polysaccharide36. The band at 1643.34 cm−1 (C=O stretching vibration; flexural vibration peak of O-H), 1537.26 cm−1 (vibration of C-O), 1414.81 cm−1 (CH2 bending and C-O-O stretching vibrations), 1390.67 cm−1 (bending vibration of C-H) indicate the presence of amide, acetate and carboxylate group38. The strong absorption band in the range 1200–1000 cm−1 represents anomeric region C-O-C and C-O stretching of polysaccharide36. The band at 1078.20 cm−1 is characteristic for the presence of β -glucans due to O-substituted glucose residues39. The band at 854.46 cm−1 (C-H variable angle vibration) indicated the presence of β-pyranoside and mannopyranoside units40. The absorption band at 707.87 and 543.92 cm−1 can be detected in (1 → 3)-β-D-glucan40. The FIR spectra analysis indicated the presence of the characteristic bands of EPS.

Monosaccharide composition and linkage analysis by GC-MS

The monosaccharide components present in EPS produced by Serratia sp. ISTD04 were analyzed by GC–MS after hydrolysis and silylation36,40. The GC-MS total ion chromatogram (TIC) has been shown in Fig. S2(a). In TIC, the fragmentation pattern of mass spectra detected three types of monosaccharide i.e., glucose, galactose, mannose and N-Acetylglucosamine (GlcNac) derivative in the EPS. The monosaccharide α-D-glucose and hexopyranoside (galactosidase) was detected at R.T. (Retention Time) 16. 28, 16.60 and 43.101. β- GlcNac derivative (R.T. 14.890), β-D-mannofuranose (R.T. 20.703 and 23.41) and all the detected monosaccharide showed D-configuration. Moreover, these results validated the prominent bands of functional groups detected in the FT-IR spectrum. The linkage analysis gives significant information about the bonding pattern of monosaccharide in the EPS. The linkage analysis of EPS was determined by pre-methylation and then hydrolysis as described40. The TIC and fragmentation pattern of Mass spectra revealed the presence of β-D-glucopyranoside, methyl 2,4,6-tri-O-methyl- (R.T. 18.467), which corresponded to 3-linked glucose residue (Fig. S2(b))36. Another peak at R.T. 24.917 and 27.367 represent the 2, 3, 4, 5- tetra-O-methyl arising from the terminal branched glucose and mannose residues. The monomer composition and linkage analysis indicated that the EPS is heteropolymer with diverse linkages.

Structural configuration Analysis of EPS by 13C and 1H NMR

The 1H NMR predicts the glycosidic bond configuration of the polysaccharide as shown in Fig. S3(a). The anomeric region resonance signal occurs in the range (4.5–5.5 ppm) of sugar molecule in polysaccharide. The two major anomeric region (carbon-containing proton) resonance signal was observed at 4.6 and 5.1 ppm. The other different C2 to C6 proton signal of the glycosidic ring was observed between 3.13–3.73 ppm41. The 13C spectra also supported the 1H findings and pyranose ring signal between (60–80 ppm) i.e., 75.96, 74.16, 75.78, 69.67 and 60.61 ppm representative of C3, C5, C2, C4 and C6 was observed in the chromatogram (Fig. S3(b)). The absence of resonance signal between 82–88 ppm indicate presence of sugar residues only in the form of pyranoid glycosides38. The two anomeric carbon region resonance signals were observed at 92.11 and 95.93 ppm and with predominant alpha linkage. The signal at 60–61 ppm and downfield shift at 69.62 ppm is the characteristic of glucose moiety in the backbone structure of EPS34,41. In the 13C NMR spectra, the secondary alcohol of carbohydrates and glycosidic carbon of polysaccharide resonates in between ~60–90 ppm and ~95–106 ppm respectively. The glycosidic carbon also indicates whether the carbon is attached to alpha oxygen (95–103 ppm) or beta oxygen (103–106 ppm) in linkage42. The 1H and 13C resonance signal of proton and carbon of sugar moieties indicated the presence of more than one sugar residues with predominant alpha oxygen linkage in the polysaccharide.

Application of EPS produced by Serratia sp. ISTD04

Determination of the flocculating activity of EPS

The polysaccharides are well known for their flocculating properties. The bioflocculation characteristic of EPS was evaluated by kaolin test (Jar test). The results show that the flocculating activity of bacterial culture broth EPS and supernatant EPS was 68% ± 0.9 and 59% ± 0.6 respectively. A higher flocculating activity of culture broth EPS as compared to supernatant EPS may be due to more protein content in the broth EPS as it is composed of LB-EPS and TB-EPS26. As compared to previous literature the flocculating activity of EPS is in the range of 61–95% using purified EPS as well as direct bacterial culture broths11,43. Application of purified EPS as flocculating agent may be not a cost-effective technique, because major cost involves in centrifugation, precipitation and purification of EPS put some extra cost on its application as bioflocculant. Using direct culture broth may be a sustainable approach to reduce the cost involved in the application of EPS as bioflocculant.

Determination of dyes decolorization by EPS

There are various physical, chemical and biological dyes decolorization technologies previously described by the researcher, such as biodegradation, sorption, ozonolysis and precipitation44. Biosorption is considered as a promising technology due to low cost, high-removal efficiency, and less labor-intensive operation for the removal of dyes from industrial effluents and natural waters44. Some agricultural byproducts (rice husk, bark and orange peel) and microorganisms (bacteria, fungi and algae) and their materials have been used as bioflocculants to remove dyes45. EPS produced by Serratia sp. ISTD04 was used as bioflocculant for decolorization of dyes. Six dyes were selected, four anionic dyes (trypan blue, methyl orange, bromothymol blue, aniline blue) and two cationic dyes (acridine orange, crystal violet) at a dye concentration 0.1% and pH 7. The flocculant effectively decolorized the anionic dye, such as trypan blue (40%), methyl orange (25%), bromothymol blue (75%) and aniline blue (60%) (Fig. 4). The decolorization activity of the bioflocculant was much more effective against the cationic dye, such as acridine orange (80%) and crystal violet (95%) and this might be due to anionic nature of the bioflocculant (EPS). Biopolymer mediated flocculation occurs through bridging and charge neutralization mechanism. The efficacy of the bridging mechanism depends on the molecular weight and charge on the polymer, the ionic strength of suspension, and the nature of mixing12. These results shows the cost-effective production of EPS by chemolithotrophic bacteria Serratia sp. ISTD04 and its application as bioflocculant for decolorization of anionic dyes.

Figure 4
figure 4

Representation of dyes decolorization efficiency of EPS produced by Serratia sp. ISTD04 (1) Trypan blue (2) Acridine orange (3) Methyl orange (4) Bromothymol blue (5) Aniline blue (6) Crystal violet and error bar represented as standard deviation (SD).

Methods

Chemicals and reagents

All chemicals used in the present study were obtained from Sigma–Aldrich (St. Louis, MO, USA) or Merck (Darmstadt, Germany) or HiMedia (India). All the organic solvents used were of analytical reagent grade.

Genomic analysis of Serratia sp. ISTD04

The Serratia sp. ISTD04 has a genome size of 5.07 Mb and coverage of 81X was achieved. This whole-genome shotgun project has already been deposited at DDBJ/ENA/GenBank under the accession number MBDW00000000.1 and available online. The high-quality reads were filtered, genes were annotated and pathways were predicted as described earlier17. An assessment of genes of Serratia sp. strain ISTD04 with respect to its genome was carried out with the help of clicO FS (Circular Layout Interactive Converter Free Services). The gene annotation, pathways and cluster analysis of Serratia sp. ISTD04 genome was also performed by Rapid Annotations using Subsystems Technology (RAST) and antiSMASH ver. 4.1.046,47.

Microorganism and culture condition

An earlier reported carbon concentrating bacterial strain Serratia sp. ISTD04 (gene bank accession number- JF276275) was used for CO2 sequestration along with EPS production. Pre-LB cultured of the strain was transferred (1:10 v/v) to mineral medium (MM) with slight modification containing (g L−1): Na2HPO4 5.0, KH2PO4 6.0, ammonium ferric citrate 2.0, MgSO4 1.0, CaCl2 0.05, yeast extract 0.5, trace elements solution 1 mL, consisting of (g L−1): FeSO4.7H2O 5.0, MnSO4 2.0, CoCl2 1.0, ZnCl2 1.0, dissolved in 0.1 N HCl solution pH 7.8 and supplemented with filter sterilized 50 mM NaHCO3 and 5 g L−1 glucose as carbon sources and incubated under aerobic conditions at 30 °C and 150 rpm for several days41. The optimization experiments were performed with Serratia sp. ISTD04, pre-cultured in LB and inoculated in 250 mL Erlenmeyer flasks under aerobic conditions, with 100 mL of MM at 30 °C and 150 rpm for 72 h and was supplemented with glucose concentration (0.0–2.5% w/v), NaHCO3 concentration (0–200 mM) and pH ranges (5–10) as per experimental design, based on the previous studies carried out on the bacterial strain9. C/N ratio play a crucial role in production of EPS by the microorganism12, so in this study, C/N ratio (3–40) was also optimized. Finally, the weight of EPS was determined after its purification and expressed in g L−111,34,41 followed by its detail characterization discussed below.

Morphological observation of Serratia sp. ISTD04 by Scanning Electron Microscopy (SEM)

For SEM analysis, Cells were harvested from 0 h, 24 h and 72 h culture and fixed with glutaraldehyde (1% solution) and paraformaldehyde (2%) buffered with sodium phosphate buffer saline (0.1 M, pH 6.8) for 12–18 h at 4 °C. The cells were coated by Sc 7640 sputter coater (VG Microtech, East Sussex, TN22, England) for 30 min further processed as described earlier48. The coated cells were viewed at 15 kV with SEM (Model-Zeiss EVO40, Germany).

Isolation, extraction and purification of EPS

The cultures were harvested and centrifuged at 10000 rpm for 15 min and the supernatant and pellets were processed for EPS extraction. The EPS from culture supernatant was extracted by adding equal volumes of ice-cold isopropanol with proper mixing followed by overnight storage at 4 °C. The capsular EPS was extracted from the pellet as described11. The precipitated EPS from supernatant and pellet was concentrated by cold centrifugation at 4 °C for 30 min at 15,000 rpm. The EPS pellet was washed thrice with ice-cold isopropanol and acetone to remove impurities. The purified EPS was then vacuum dried till a constant weight achieved and then weighed (g L−1)34,41.

Chemical characterization of EPS

Estimation of total carbohydrate, reducing sugar, protein and lipid content of EPS

The major composition of EPS is carbohydrate but it also contains some non-carbohydrate component. The total carbohydrate content and reducing sugar content was estimated by Phenol sulphuric acid (PS) method and dinitrosalicylic acid (DNS) method using glucose as a standard39,49. Briefly, for PS, 500 µL of 80% phenol solution was added to 100 µL sample (EPS 2.5 mg mL−1) followed by vortexing and addition of 2 mL H2SO4. The solution was allowed to stand for 10 min at room temperature (25 °C) and the optical density (O.D.) was taken at 490 nm against blank. For DNS 500 µL of DNS was added to 500 µL of sample (EPS 1 mg mL−1) and boiled for 10 min. on water bath followed by addition of 150 µL sodium potassium tartarate (40%) and allowed to cool at room temperature followed by absorbance at 575 nm with respect to blank. The total protein content of EPS was quantified by Bradford assay50. 900 µL of Bradford reagent was added to 100 µL sample (EPS 5 mg mL−1) mixed well and incubated in the dark for 30 min at room temperature. The absorbance was taken at 595 nm. Total lipid content of EPS was measured by chloroform and methanol (2:1) extraction37. The lipid content in the ESP was expressed in percentage.

Structural composition analysis of EPS

Surface structure, composition and bonding patterns of the extracted and dried EPS was characterized by Scanning Electron Microscopy-Energy Dispersive X-ray (SEM-EDX) spectroscopy, Fourier Transform Infrared Spectroscopy (FTIR), Gas Chromatography-Mass Spectrometry (GC-MS) and Nuclear Magnetic Resonance (NMR) analysis.

SEM-EDX analysis of EPS

SEM was performed for surface texture analysis of the purified dried EPS produced from Serratia sp. ISTD04. The dried EPS powder was mounted and coated as described earlier48 mounted on aluminum stubs and the sample was coated with 90 Å thick gold-palladium coating in polaron Sc 7640 sputter coater (Carl Zeis, Germany) for 30 min. Coated samples were viewed at 20 KV with scanning electron microscopy (Leo Electron Microscopy Ltd., Cambridge). Energy Dispersive X-ray (EDX) spectroscopy of purified EPS was done for qualitative analysis of the elemental composition of EPS. The analysis was performed at 20 kV on Dx4 Prime EDX spectrometer (Bruker, Germany) equipped with X-flash detector.

FT-IR analysis

Functional groups present in EPS was characterized by Fourier Transform Infrared Spectroscopy (FTIR). For FT-IR analysis, dried EPS was properly mixed with potassium bromide (KBr) and compressed to prepare a disc of about 3 mm in diameter. IR spectroscopy of the disc was recorded Varian 7000 FTIR spectrometer (Perkin-Elmer Inc., Wellesley, MA, USA) at room temperature, in the frequency range of 400 to 4000 cm−1, 64 scans per sample at a resolution of 4 cm−1.

GC-MS analysis

The monosaccharide composition and linkage analysis of EPS was determined by GC-MS analysis. The monosaccharide composition was analyzed by hydrolysis and silylation of dried and powered EPS to obtain volatile derivatives (methylsilanes) for GC-MS analysis36,40. In brief, 5–10 mg of EPS was hydrolyzed with Trifluoroacetic acid (1 M) at 100 °C for 8 h followed by reduction with 100 µL NaBH4 (10 mg in 1 mL of 1 M ammonium hydroxide) for 16 h at room temperature after proper mixing. The reduced sample was silylated with N, O-Bis (trimethylsilyl) trifluoroacetamide (BSTFA) in pyridine at 60 °C for 30 min.

Linkages analysis of EPS was determined by permethylation followed by hydrolysis and silylation34,40. 5–10 mg of EPS sample suspended in 1 mL dimethyl sulphoxide (DMSO) was mixed with sodium hydroxide (50 mg) and 0.1 mL of methyl iodide. The samples were kept on a shaker at room temperature for 5 h followed by organic extraction of the aqueous phase with dichloromethane. The organic layer was water washed and evaporated to dryness under an air stream. The methylated product was further hydrolyzed and silylated as described above. The GC-MS analysis of both permethylated and silylated EPS in pyridine was performed by condition described36 on Shimadzu GC-MS-QP 2010 Plus instrument equipped with a capillary column Rtx-5 (dimensions: 0.25-μm film thickness, 0.25 mm ID, 30 m in length). All data was matched with the GC-MS inbuilt standard mass spectra library of NIST-08 and Wiley-8.

NMR analysis

The 1H NMR and 13C NMR measurements of pure EPS was performed using Varian Mercury Plus NMR spectrometer equipped with ATB and SW Varian probes (5 mm). Purified and dried EPS (10 mg mL−1) was dissolved in deuterated water41. 1H spectrum was recorded at 10330.578 Hz, with a pulse width of 3.17 s, pulse duration of 64° and a recycle delay of 1 s. The spectrum was measured with 16 scans. 13C NMR spectra was obtained at 29761.904 Hz, with a pulse width of 1.10 s, pulse duration of 64° and a recycle delay of 0.03 s. The spectrum was measured with 1640 scans.

Application of EPS

Determination of flocculating activity

The flocculation activity of EPS was tested by kaolin flocculating method. The mixture contained 100 ml kaolin clay suspension (5 g L−1, pH 7.0), 0.2 ml EPS and 1 ml CaCl2 solution (1 mg L−1, pH 7.0), stirred vigorously and left standing for 10 min. The absorbance of the supernatant was measured at 550 nm with respect to control and the flocculating activity was calculated43.

Application of EPS in dyes decolorization

The decolorization activity of EPS on different dyes was carried out. A 0.1% w/v of cationic dye (Acridine orange, Crystal violet) and anionic dye (Trypan blue, Methyl orange, Bromothymol blue, Aniline blue) was incubated with 1.0 ml culture supernatant and 1 ml CaCl2 solution (1 mg L−1) at room temperature. After the addition of bioflocculants, the compound in the beaker was mixed using a blender at 200 rpm for 1 min, and then at 40 rpm for another 3 min. The dyes solution was left to settle for 10 min, and then the supernatant was taken for analysis43. The decolorization of each dye was measured using a UV–vis spectrophotometer in scan mode (200–800 nm) at their maximum wavelength i.e., 607, 470–490, 407, 615, 588, 595–610 nm for trypan blue, acridine orange, methyl orange, bromothymol blue, crystal violet and aniline blue, respectively. The residual concentration of the dye in the samples was then calculated, and the decolorization efficiency was calculated43.

Conclusion

Rising level of atmospheric CO2 could be mitigated by bacterial fixation of CO2 along with production of value added product. The genomic investigation of previously reported CO2 sequestrating bacterial strain Serratia sp. ISTD04 discovered the presence of several contender genes which are responsible for CO2 sequestration and production of EPS. Nr blast analysis of genome of Serratia sp. ISTD04 also supported the findings. Among the 13 enzymes of CBB cycle, 12 enzymes are annotated successfully in the genome including key enzyme PRK. In addition to CO2 this strain can also metabolize monosaccharide, disaccharides, polysaccharides and many organic compounds as carbon source. The gene cluster and enzymes responsible for production of EPS were also predicted in the genome of the strain. The production of EPS and its optimization revealed that, the strain can produce EPS up to 4.57 ± 0.21 g/L using NaHCO3 along with glucose as a carbon source. Characterization of EPS was performed by various techniques and it confirmed the presence of sugar as the major component along with lipids and protein. Further flocculating activity and dye decolorization efficiency of EPS was evaluated and established the environmental application of EPS as bioflocculent especially against the cationic dye. The present study directed the pathways and enzymes responsible for CO2 sequestration along with the production of EPS, may applied in future for biovalorization of CO2.