The large-scale production of enzyme in industrial sectors for many product developments is mainly depend on the cost of raw materials and downstream processing. Therefore, cost of the enzyme production can be reduced by appropriate selection of AIR as a carbon source, which can affect the final cost of the products. Furthermore, it is necessary for the investigation of composition and structural changes of AIR as substrate and suitable media composition consumed by
Bacillus pumilus for the production of EXase. Thus, in this study we have investigated the effect of AIR and media composition on the production of EXase by
Bacillus pumilus which may reduce the production cost
.
Optimize the selection of AIR and media composition for EXase by Bacillus pumilus
Previous studies demonstrated that EXase production by microorganisms such as yeasts, fungi and bacteria using low-cost, abundant AIR as carbon source (wheat bran, wheat straw, RS, CC)
(Namnuch et al., 2021; Sousa et al., 2018). Thus, the present study demonstrates the production of EXase by
B. pumilus using SB, CC, RS and SD.
Bacillus sp. produce significant amount of their enzymes by degrading hemicellulosic component of AIR.
B. pumilus (MTCC) 10209 was grown at 37°C for 24 h, maintained in nutrient agar plates and for every fifteen days sub-culturing was done. AIR (CC, SD, SB and RS) was used as carbon source supplemented with MS-YENM at 37°C, 120 rpm for 5 days
via shake flask method for the production of EXase by
B. pumilus. The EXase specific activity (Fig 1) was maximum for SB (1190 U/mg) followed by CC (653 U/mg), SD (495 U/mg), RS (502 U/mg) and BWX (461 U/mg) respectively (Fig 1). The hemicellulose of SB consists of branched heteropolymers (xylose and arabinose) and hexoses (mannose, galactose, uronic-acids and glucose)
(Kandiyil et al., 2018). The SB together with yeast extract (nitrogen source)
(Muslim et al., 2013) and divalent metal ions such as Cu
++, Fe
++ and Mn
++ in MS-YENM medium contributes for highest EXase production compared to other carbon sources. Thus, SB may be an alternative for BWX for the large scale-up of EXase production to reduce the cost of production.
Physicochemical characterization of AIR before and after fermentation
The structural, compositional changes and media composition required for the EXase production by
Bacillus pumilus using AIR were confirmed by FESEM/EDX, FTIR, ICP-MS and XRD analysis. Some of the studies demonstrated the compositional and structural changes for the production of EXase
(Namnuch et al., 2021). An example demonstrated that 28.49% wheat straw saccharification rate utilized by bacteria
Ochrobactrumoryzae BMP03 for the xylanase production
(Tsegaye et al., 2018). Another study showed that 54.38% biomass saccharification rate used by bacteria,
B. subtilis K18
(Irfan et al., 2017). Thus, we investigated the Physicochemical characterization of AIR before and after fermentation.
Utilization of AIR for the production of EXase
The compositional analysis of the AIR were determined by gravimetric analysis (Fig 2 (n = 3)). The AIR compositions is mainly depending on the type of AIR i.e either woody or non-woody, locations of the materials, procedures used for analysis and part of the plant. In this study, we have measured the cellulose (Fig 2A), hemicellulose (Fig 2B) and lignin content (Fig 2C) of AIR utilized by
Bacillus pumilus for the production of EXase. Even though, the cellulose and hemicellulose content were less in SB compare to CC (Fig 2), SB has given the highest EXase production. However, lignin value found to be increased as it was not utilized by bacteria. Thus, along with composition of AIR, the structural and compositional change of AIR was investigated using FESEM/EDX, FTIR, ICPMS and XRD diffraction.
Morphological and elemental analysis of AIR using FESEM/EDX
FESEM was carried out to measure the morphological and elemental changes of all AIR (Before and after fermentation). During this analysis, we observed that bacterial deposition on all of the residues after fermentation with flaky, rigid and distortion of the surfaces (Fig 3A2-3D2) compared to before fermentation (Fig 3A1-3D1). The disruption and disorganized structures of the agro-industrial residue substrate surface indicated that bacteria utilized the substrate for the EXase production. We have observed large pores on the surface of the AIR substrate and this indicated that alternation in the hemicellulose/cellulose/lignin contents. Therefore, elemental changes of all AIR were measured using EDX (Fig 4A-4D). This analysis indicated that changes in the carbon, nitrogen and oxygen contents of all AIR before and after fermentation. Utilization of elements such as carbon, nitrogen and oxygen from AIR for the production of EXase by
Bacillus pumilus indicated that reduction in the elements after fermentation and hydrolytic activity for the degradation of substrate to enhance the production rate. A study on structural changes of raw wheat straw for the production of xylanase was observed and showed compact, rough and disorganized structures for wheat straw
(Tsegaye et al., 2018). However, this study has not showed the elemental changes before and after treatment. In our study, we have studied both structural and elemental changes before and after fermentation of AIR. Furthermore, we have investigated the elemental, functional group and crystallinity index changes of AIR.
Elemental analysis of AIR using ICP-MS
In present study, we have demonstrated the elemental analysis using ICP-MS for all the AIR to measure the changes in elements before and after fermentation. ICP-MS analysis indicated the changes in divalent metal ions changes (Cu
++, Fe
++ and Mn
++) for production of EXase by
Bacillus pumilus (Fig 5A-5C).This analysis demonstrated that only using AIR not significant for the production of EXase. The media composition is also important for the EXase production. The presence of Cu
++, Fe
++ and Mn
++in the Minimal Salt Yeast Extract Nutrient Medium (MS-YENM) as nitrogen source has increased the production of EXase. This investigation showed that enzyme production required divalent metal ions as cofactors in order to protect the enzyme denaturation during production and also maintaining the stability of enzyme to overcome the temperature sensitive. Our studies were correlated with
Sinnela et al., 2021 studies. Thus, we have confirmed that media composition with divalent metal ions also plays a critical role for the production of EXase using AIR by
Bacillus pumilus.
Functional group changes of AIR using FTIR analysis
The analysis of chemical and functional group changes using FTIR was carried out for all the AIR before and after fermentation. Fig 6 demonstrated that broad band absorption between 3250 and 3500 cm
-1, which exhibited the greatest intensity related to O-H stretching vibration. This indicated the presence of lignin, cellulose and hemicellulose of all AIR. The broadening of the peaks of -OH stretching before and after fermentation indicated the utilization of fibers for the EXase production by
Bacillus pumilus. Another peak at 2920 and 2910 cm
-1 depicting the C-H stretching which indicated lignin/ cellulose/ hemicellulose. Similarly, the absorption peaks at 1632 and 1062cm
-1indicated the C=C and C-O stretching around the benzene and aromatic ring of cellulose/hemicellulose/lignin, respectively (Table 1)
(Ponce et al., 2021; Pu et al., 2016; Tsegaye et al., 2018). However, disappearance or reduction in broadening of the peaks indicated changes in the functional groups and also intra-molecular changes of the cellulose/hemicelluloses.
Crystallinity index changes of AIR using X-ray diffraction (XRD) analysis
The changes in the crystallinity index of cellulose/hemicellulose is an effective factor to investigate the effect of saccharification involved to increase crystallinity percentage by
Bacillus pumilus for the EXase production using AIR. Therefore, we have measured the crystallinity index changes before and after fermentation of all AIR. Fig 7 indicated the XRD patterns of SB, CC, RS and SD before and after fermentation. After fermentation, the amorphous regions of the AIR were hydrolyzed, leading to the gradual decreased in the peaks after fermentation (SB-18.88%, CC-30.43%, RS-11.4% and SD-21.52%), respectively. These results indicated that depolymerization and degradation of hemicellulose/cellulose contents from AIR for EXase production by
Bacillus pumilus. The reduction in the intensity of XRD peaks represented the disruption of intra- and inter-chain hydrogen bonds of cellulose/hemicelluloses contents. Our AIR showed that characteristic XRD peaks at 2q of 20-30° (degree) related to the crystalline region and amorphous regions
(Ponce et al., 2021). The decrease in peak values and changes in the crystallinity index percentage indicated the deformation of AIR after fermentation for EXase production by
Bacillus pumilus (Table 2).
Mechanism involved in the EXase production using AIR and media composition
Based on this study, we have observed that maximum production of EXase using SB as substrate by
B. pumilus MTCC 10209. The EXase production is depend on the both physical parameters such as pH, temperatures and chemical parameters such as composition of AIR, media composition with presence of divalent metal ions as cofactors. These parameters are important to enhance the EXase production using low-cost AIR. The mechanism of degradation of substrate utilized by the bacteria for the production of enzyme has been described in the Fig 8. Usually, divalent metal ions, media composition and AIR composition have been utilized for bacterial growth and produced of EXase.