Abstract
The present context was investigated to purify and characterize anti-tubercular as well as anticancer protein from fermented food associated Staphylococcus hominis strain MANF2. Initially, the anti-tubercular potency of strain MANF2 was assessed against Mycobacterium tuberculosis H37Rv using luciferase reporter phase assay which revealed pronounced relative light unit (RLU) reduction of 92.5 ± 1.2%. The anticancer property of strain MANF2 was demonstrated against lung cancer (A549) and colon cancer (HT-29) cell lines using MTT assay which showed reduced viabilities. Anti-tubercular activities of the purified protein were observed to be increased significantly (P < 0.05) ranging from 34.6 ± 0.3 to 71.4 ± 0.4% of RLU reduction. Likewise, the purified protein showed significantly (P < 0.05) reduced viabilities of A549 and HT-29 cancer cells with IC50 values of 46.6 and 48.9 µg/mL, respectively. The nominal mass of the purified protein was found to be 7712.3 Da as obtained from MALDI-TOF MS/MS spectrum. The protein showed the sequence homology with 1–336 amino acids of Glyceraldehyde-3-phosphate dehydrogenase from Staphylococcus sp., thus, categorizing as a new class of Glyceraldehyde-3-phosphate dehydrogenase-like protein. The amino acid sequence of the most abundant peptide (m/z = 1922.12) in the purified protein was obtained as ‘KAIGLVIPEIDGKLDGGAQRV’ and it was identified as peptide NMANF2. In silico tools predicted significant stereo-chemical, physiochemical, and functional characteristics of peptide NMANF2. In a nutshell, protein purified from strain MANF2 can certainly be used as an ideal therapeutic agent against tuberculosis and cancer (lung and colon).
Keywords: Anti-tubercular, Anticancer, In silico tools, MALDI-TOF MS/MS, Protein, Staphylococcus hominis
1. Introduction
Over the past few decades, Tuberculosis (TB) remains one of the deadliest neglected infectious diseases causing millions of mortalities globally (Al-Dhabi et al., 2016, Al-Dhabi et al., 2019a). Despite the discovery of first-line and second-line anti-tubercular drugs, TB therapy has become challenging due to the emergence of drug- resistant strains of Mycobacterium tuberculosis. Additionally, the complex and time-consuming therapeutic regimens (6–9 months) as well as co-infection with human immunodeficiency virus (HIV) make the treatment process expensive and disputing for the patients. As per the recent report of World Health Organization (WHO), approximately 10.4 million people were found to be infected with TB globally, 10% of which were co-infected with HIV (Khusro et al., 2016). Surprisingly, the medical system lacks the approval of any new anti-tubercular drugs in the past 40 years (Al-Dhabi et al., 2019b, Al-Dhabi et al., 2019c). Thus, the dream of End-TB strategy is turning bleak which is irrefutably accentuating worldwide researchers to investigate propitiously for TB therapeutics in future.
Lung cancer or lung carcinoma is characterized by uncontrolled cell growth in the lung tissues. It is the most common cause of cancer-related deaths in men and second most common in women after breast cancer (Al-Dhabi et al., 2019e, Al-Dhabi et al., 2019d, World Cancer Report, 2014). Considering the uncontrolled global burden of TB and cancer (lung cancer and colon cancer), there is desperate indispensability to identify quintessential therapeutic agents from un/less exploited sources with conspicuous activities.
Bacteria associated antimicrobial proteins or peptides manifest growth inhibitory attributes against diversified groups of pathogens (Al-Dhabi et al., 2019f, Al-Dhabi et al., 2020). These ribosomally synthesized bioactive proteins or peptides are produced extensively by gram positive bacteria. Amongst disparate gram positive bacteria, Staphylococcus spp. are creating enormous interest which are known to produce distinct classes of antimicrobial proteins or bacteriocins (Al-Dhabi et al., 2018a, Al-Dhabi et al., 2019g, Bastos et al., 2009, Al-Dhabi et al.,2018b). Plethora of studies has demonstrated the production, purification, and characterization of staphylococcal proteins (Hale and Hinsdill, 1973, Navartana et al., 1998, Iqbal et al., 2001, Nascimento et al., 2005, Sung et al., 2010). These proteins or peptides showed growth inhibitory activities not only against Staphylococcus spp. but also against other microbiota (De-Oliveira et al., 1998). In the past few years, staphylococcal peptides exhibited antagonistic characteristics against Micrococcus luteus (Saeed et al., 2004), Corynebacterium fimi (Nascimento et al., 2005), Staphylococcus aureus (Sung et al., 2010, Kim et al., 2010, Arasu et al., 2013, Wladyka et al., 2015), and Listeria monocytogenes (Matikevičienė et al., 2017). In a like manner, proteins from varied group of bacteria have depicted selective toxicity against diverse cancer cells viz. breast cancer, lung cancer, colon cancer, and bone cancer (Kaur and Kaur, 2015, Arasu et al., 2017). In spite of the exemplary anticancer features of gram positive bacteria, the exploitation of Staphylococcus sp. associated proteins/peptides as anticancer agents, particularly against lung and colon cancer cell lines is undetermined yet. Considering this, a cogent endeavour was commenced in this context to purify anti-tubercular and anticancer protein from Staphylococcus hominis. Further, the structure, physiological, and functional parameters of the most abundant peptide was analyzed through disparate bioinformatics tools.
2. Materials and methods
2.1. Bacterium of interest
Staphylococcus hominis strain MANF2, previously isolated from Koozh (a traditional fermented food of Tamil Nadu, India) was used in the present context (Khusro et al., 2018a). Strain MANF2 was sub-cultured at 30 °C for 48 h in 250 mL Erlenmeyer flasks constituting 50 mL of de Man Rogose Sharpe (MRS) broth (HiMedia laboratories) medium for further experiments.
2.2. Anti-tubercular property of strain MANF2
The cell free neutralized supernatant (CFNS) of strain MANF2 was used to determine the anti-tubercular activity against Mycobacterium tuberculosis H37Rv. The CFNS was obtained by inoculating strain MANF2 into autoclaved MRS medium and incubating for 48 h at 30 °C. The culture was centrifuged at 8000g for 10 min and the supernatant was collected for subjecting it to membrane filtration (0.22 μm). Further, the filtered supernatant was neutralized using 1 N NaOH solution. The anti-tubercular activity of the CFNS of strain MANF2 was assessed as per luciferase reporter phase (LRP) assay (Khusro et al., 2018b).
2.3. Anticancer activity of CFNS of strain MANF2
Anticancer activity of the CFNS of strain MANF2 was evaluated against lung cancer cells (A549) and colon cancer cells (HT-29) using MTT [3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide] assay (Mosmann, 1983). Doxorubicin (Sigma) was used as positive control. The absorbance was read at 620 nm using an ELISA multi-well plate reader according to the equation as given below.
2.4. Purification of protein from strain MANF2
The log phase grown culture was inoculated into autoclaved MRS medium aseptically and incubated at 30 °C for 48 h. The bacterial culture was centrifuged at 8000g for 15 min at 4 °C. The supernatant was collected, neutralized, and precipitated with varied saturation levels (40, 50, 60, 70, and 80%) of ammonium sulphate. The precipitated protein samples were collected after centrifugation at 10,000g for 15 min at 4 °C. The resulting pellets were re-suspended in sodium phosphate buffer (0.1 M, pH 7.0) for the determination of total protein content using Bradford assay (Bradford, 1976). The saturation level showing maximum protein content was further used for dialysis using dialysis membrane (1.0 kDa cut-off). Total protein content of dialysed sample was estimated according to Bradford assay (Bradford, 1976). DEAE–Cellulose column chromatography was used for further purification process. Sample was eluted at the flow rate of 0.5 mL/min. The gradient elution was carried out using 0.2, 0.3, 0.4, and 0.5 M NaCl in the same buffer. Fractions were collected and tested for anti-tubercular activities according to the LRP assay as mentioned in the previous study (Khusro et al., 2018b). Fraction showing maximum anti-tubercular activity was used for determining total protein content (Bradford, 1976). The purity and molecular mass of the most active fraction were determined using Sodium Dodecyl Sulphate-Polyacrylamide Gel Electrophoresis (SDS-PAGE) with 4% stacking gel and 12% separating gel. Protein band was observed and its molecular mass was calculated based on the relative mobility of the standard marker (14.3–66 kDa).
2.5. Fourier transform infra-red (FT-IR) spectroscopy
Three milligrams of purified protein were mixed with 300 mg of potassium bromide (FT-IR grade) for the analysis of the functional group as reported by Esther Lydia et al. (2019).
2.6. Anti-tubercular activity of purified protein
M. tuberculosis H37Rv was grown in the presence of various concentrations (10–50 µg/mL) of purified protein and the anti-tubercular activity was estimated according to the methodology as mentioned in the previous study (Khusro et al., 2018a). Rifampicin was used as positive control.
2.7. Characterization of purified protein-
2.7.1. Effect of pH
pH of the purified protein (1 mg/mL) was adjusted from 3.0 to 8.0 using 1 N HCl and 1 N NaOH. Samples were incubated at 37 °C for 3 h and residual anti-tubercular activities were calculated using LRP assay (Khusro et al., 2018b) against the control (pH 6.5).
2.7.2. Effect of temperature
The effect of temperature on residual anti-tubercular activities was determined using LRP assay (Khusro et al., 2018b). The purified protein (1 mg/mL) at optimum pH level was incubated at 40 °C for 2 h, 60 °C for 1 h, 80 °C 30 min, 100 °C for 20 min, and 121 °C for 15 min. The protein sample without heat treatment was considered as control.
2.7.3. Effect of enzymes
Enzymes (1 mg/mL; pepsin – pH 3.0, trypsin – pH 7.5, protease K – pH 7.5, and α-amylase – pH 7.5) were mixed with purified protein at optimal pH and temperature. The mixture was incubated for 1 h and then subsequently heated at 100 °C for 5 min for inactivating the enzymes. Residual anti-tubercular activities were calculated according to the LRP assay (Khusro et al., 2018b). The purified protein without the addition of enzymes was used as control.
2.8. Anticancer activity of purified protein
Anticancer activities of the purified protein (10–50 µg/mL) against A549 and HT-29 cancer cells were evaluated using MTT [3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide] assay (Mosmann, 1983). The minimum concentration of protein required for 50% inhibition of cell viability (IC50) was calculated using linear regression curve statistics.
2.9. Mass spectrometry and N-terminal amino acid sequencing
The protein band of interest (as obtained from SDS-PAGE) was excised from the gel and kept in 50% (v/v) methanol. The protein was digested using trypsin at 37 °C for 12 h. An equal volume of cyano-4-hydrocinnamic acid solution (10 mg/mL CHCA in 70% acetonitrile, 0.03% trifluoro acetic acid) was added to the trypsinized protein. MALDI-TOF MS/MS spectrum determines the fragmentation of protein into various peptides. Peptide mass fingerprinting (PMF) was performed for analyzing the peptide sequences of protein. Mass spectra were recorded in the range of 100–2250 m/z. The N- amino acid sequence was compared with the sequence available in BLAST, NCBI algorithm.
2.10. Structure prediction and model evaluation of peptide
The 3D conformation of the identified peptide was predicted using online software PEP-FOLD (http://bioserv.rpbs.univ-paris-diderot.fr/services/PEP-FOLD3/) (Beaufays et al., 2012). The quality of peptide structure model was evaluated by determining different stereo-chemical parameters such as Verify 3D, ERRAT, and WHATCHECK using PROCHECK (Laskowski et al., 1993). The stereo-chemical parameters of the peptide were checked by analyzing residue-by-residue and overall structure geometry.
2.11. Physiochemical properties of peptide
Physiochemical properties such as amino acids number, theoretical pI (isoelectric point), aliphatic index, instability index, and grand average of hydropathocity (GRAVY) were analyzed using ExPASy–ProtParam tool (http://web.expasy.org/protparam) (Dunker and Obradovic, 2001).
2.12. Primary structure of peptide
Amino acid composition of the peptide was determined using ExPASy–ProtParam tool (http://web.expasy.org/protparam) (Dunker and Obradovic, 2001).
2.13. Secondary structure of peptide
Peptide secondary structure was analysed using ExPASy SIB Bioinformatics SOPMA tool which determines number of α-helices, β-turn, extended strand, β-sheet, and coils. Sequences were submitted in FASTA format in order to utilize SOPMA. PROCHECK was used for constructing Ramachandran plot (Laskowski et al., 1993).
2.14. Functional analysis of peptide
The membrane spanning or extracellular nature of peptide was analyzed using TMHMM tool (www.cbs.dtu.dk/services/TMHMM).
2.15. Statistical analyses
All the experiments were performed in triplicate and results were estimated as mean ± SD. Analysis of variance was used for validating the data. P ≤ 0.05 were considered statistically significant.
3. Results
3.1. Anti-tubercular and anticancer activities of strain MANF2
The CFNS of strain MANF2 showed promising activity against M. tuberculosis H37Rv, estimating 92.5 ± 1.2% of RLU reduction (Figure not shown). The CFNS of strain showed comparatively higher anticancer activity against A549 cancer cells as compared to HT-29 cells. The viabilities of A549 and HT-29 cancer cell lines were estimated as 76.5 ± 0.4 and 84.2 ± 0.3%, respectively (Figure not shown).
3.2. Purification of protein
Protein was purified using standard purification techniques including ammonium sulphate precipitation, dialysis, and DEAE–Cellulose column chromatography. Initially, ammonium sulphate at varied saturation levels (40–80%) was implied to precipitate the protein. Total protein content was estimated based on regression curve equation (Y = −0.122 + 0.001 X) obtained (Figure not shown).
Proteins precipitated at 60% saturation showed relatively higher total protein content (1922.3 ± 9.3 mg/L) than that of other saturations (Fig. 1). The protein precipitated with 60% saturation was used for dialysis which revealed total protein content of 188.3 mg with 75.1% recovery and purification fold of 9.58 (Table 1). The dialysed product was further purified using DEAE–Cellulose column chromatography. After column chromatography, the yield and purification fold of protein were estimated to be 69.4% and 507.31, respectively (Table 1). A total of 16 fractions (2 mL) were collected from the elution process and tested for anti-tubercular activities as well as total protein content determination. Among all the fractions tested, fraction 7 showed maximum protein content and activity. This fraction was lyophilized and used for molecular mass determination. The molecular mass of the purified protein was observed using SDS-PAGE which showed a single homogeneous band corresponding to the molecular mass of approximately 8 kDa based on the relative mobility (Fig. 2).
Table 1.
Purification step | Volume (mL) | RLU (%) | Total protein (mg) | Specific activity | Purification fold | Yield (%) |
---|---|---|---|---|---|---|
CFNS | 1000 | 98.7 | 2432.4 | 0.041 | 1 | 100 |
Ammonium sulphate precipitation | 1000 | 82.3 | 1922.3 | 0.042 | 1.02 | 83.4 |
Dialysis | 10 | 74.1 | 188.3 | 0.393 | 9.58 | 75.1 |
DEAE –Cellulose column chromatography | 2 | 68.4 | 3.3 | 20.8 | 507.31 | 69.4 |
3.3. Fourier transform infra-red spectroscopy
The FT-IR spectrum of the purified protein is shown in Fig. 3. The high absorption bands at 3448.6, 1637.48, 1401.69, and 1085.87 cm−1 indicate the presence of strong N—H stretch, C—N bond of Amide I, N—H bond, and C—N bond, respectively.
3.4. Anti-tubercular activity of protein
The anti-tubercular activities of purified protein were increased in a concentration dependent manner (10–50 µg/mL) ranging from RLU reduction of 34.6 ± 0.3 to 71.4 ± 0.4% with respect to the standard (75.5 ± 0.5 to 99.9 ± 0.5%) (Fig. 4).
3.5. Characterization of protein
The impact of pH, temperature, and enzymes on the residual anti-tubercular activities of purified protein is shown in Table 2. The anti-tubercular activities of protein varied significantly (P < 0.05) at various pHs. The protein retained its activity at pH 6.0 and 7.0 with residual activities of 94.6 ± 0.5 and 96.8 ± 0.4%. The residual anti-tubercular activities of protein were reduced at acidic and alkaline pHs. The heat treatment on purified protein exhibited significant (P < 0.05) variations in residual activities. The protein retained maximum residual activity of 96.5 ± 0.4% at 40 °C for 2 h. The residual anti-tubercular activities were drastically reduced (8.6 ± 0.4%) at high temperature (121 °C for 15 min). The anti-tubercular activities of purified protein were lost completely after treatment with pepsin, trypsin, and protease K. On the other hand, the protein was found resistant to α-amylase, showing residual activity of 98.2 ± 0.5%.
Table 2.
Treatment | Residual activity (%) |
---|---|
pH | |
Control | 100 ± 0.5a |
3 | 41.3 ± 0.4f |
4 | 48.6 ± 0.4e |
5 | 53.5 ± 0.5d |
6 | 94.6 ± 0.5c |
7 | 96.8 ± 0.4b |
8 | 52.6 ± 0.4d |
Temperature | |
Control | 100 ± 0.5a |
40 °C, 2 h | 96.5 ± 0.4b |
60 °C, 1 h | 51.3 ± 0.4c |
80 °C, 30 min | 28.5 ± 0.5d |
100 °C, 20 min | 12.3 ± 0.5e |
121 °C, 15 min | 8.6 ± 0.4f |
Enzymes | |
Control | 100 ± 0.5a |
Pepsin | 0.00 ± 0.00 |
Trypsin | 0.00 ± 0.00 |
Protease K | 0.00 ± 0.00 |
α-amylase | 98.2 ± 0.5b |
Values represent mean ± SD of experiments carried out in triplicate (n = 3).
Means followed by different superscripts are significantly different (P < 0.05).
3.6. Anticancer activity of purified protein
Anticancer activity of the purified protein against A549 cancer cell line is shown in Fig. 5. After treatment with purified protein at various doses, cell shrinkage followed by rounding of cells and reduction in cell counts occurred. The viabilities of A549 cells were reduced (96.6 ± 0.3–46.3 ± 0.4%) significantly (P < 0.05) with increase in the protein level. A similar morphological alteration was observed in HT-29 cells after treatment with purified protein (Fig. 6). The viabilities of HT-29 cell lines were also reduced (98.6 ± 0.3–49.5 ± 0.4%) significantly (P < 0.05) with increase in the protein doses. The purified protein revealed comparatively higher anticancer activity against A549 cells with respect to HT-29 cells. The IC50 values of purified protein against A549 and HT-29 cells were calculated as 46.6 and 48.9 µg/mL, respectively. In contrary to this, doxorubicin exhibited pronounced anticancer activities with IC50 values of 7.4 and 9.6 µg/mL against A549 and HT-29 cells, respectively.
3.7. Mass spectrometry and N- terminal amino acid sequencing
Fig. 7 shows MALDI-TOF MS/MS spectrum of purified protein. The nominal mass of purified protein was found to be 7712.3 Da as obtained from PMF analysis. Each peak in the spectrum represents peptides of the purified protein. The size of the peptide ion varies from m/z 101.15 to 1922.12. The most abundant peptide ion is m/z 1922.12. Identification of protein revealed the sequence homology (95%) with 1–336 amino acids of Glyceraldehyde-3-phosphate dehydrogenase from Staphylococcus sp. The amino acid sequence of the most abundant peptide (m/z = 1922.12) in the purified protein was identified as ‘KAIGLVIPEIDGKLDGGAQRV’. Thus, the peptide was identified and named as peptide NMANF2.
3.8. Structure prediction and model evaluation of peptide
Fig. 8 shows modelled predicted structure of peptide NMANF2, as determined by PEP-FOLD online tool. Verify 3D, ERRAT, and WHATCHECK were analyzed using PROCHECK server (Table 3). The quality of modelled peptide was analyzed by Verify 3D, and 100% residues of modelled peptide showed a score ≥0.2. Therefore, the average 3D–1D scores for all the residues of model were considered ‘Pass’. The overall quality factor and compatibility of the model with amino acid residues was evaluated using ERRAT which was calculated as 91.66. In general, the modelled peptide is considered good if the quality factor is >50. Further, WHATCHECK evaluated the accuracy of modelled peptide structure, thereby indicated that the peptide NMANF2 structure was of reasonably good quality.
Table 3.
Peptide | Stereo-chemical and physiochemical parameters | |||||||
---|---|---|---|---|---|---|---|---|
NMANF2 | Verify 3D |
ERRAT |
WHATCHECK |
Number of amino acids |
Theoretical pI |
Instability index |
Aliphatic index |
GRAVY |
100% | 91.66 | Good | 21 | 6.12 | 19.3 | 130.0 | 0.171 |
3.9. Physiochemical properties of peptide
Results for physiochemical parameters of peptide NMANF2 are shown in Table 3. The pI of the peptide NMANF2 (Total number of amino acids – 21) was calculated as 6.12. The instability index of the peptide was obtained as 19.3, thereby indicating its stability. Further, the aliphatic index and GRAVY of the peptide were calculated as 130.0 and 0.171, respectively.
3.10. Primary structure analysis of peptide
Fig. 9 shows the amino acid composition of peptide NMANF2. The amino acids such as Glycine (19.0%) and Isoleucine (14.3%) were predominant in the peptide. On the other hand, 9.5% of Alanine, Aspartic acid, Leucine, Lysine, and Valine were present in the peptide. While, only 4.8% of Arginine, Glutamine, Glutamic acid, and Proline were available in the peptide.
3.11. Secondary structure analysis of peptide
Secondary structure of peptide NMANF2 was dominated by β-turn (42.86%), extended sheet region (33.33%), and random coil (23.81%) (Fig. 10). Fig. 11 shows the percentage of residues in the most favourable regions, additionally allowed regions, generously allowed regions, and disallowed regions of Ramachandran plot. About 36% of residues were falling in favoured region, indicating slightly lower stability of this peptide.
3.12. Functional analysis of peptide
The membrane spanning or extracellular nature of peptide NMANF2 was analyzed using TMHMM tool which indicated lack of transmembrane domain in the peptide, thereby indicating peptide NMANF2 production extracellularly. Further, the helical wheel prediction of peptide NMANF2 is expressed in Fig. 12 which reveals the availability of hydrophilic and positively charged residues.
4. Discussion
Traditional fermented foods associated bacteria are known to produce disparate groups of therapeutic metabolites, particularly enzymes and proteins. These bioactive metabolites contribute not only in the safety but also improve organoleptic properties of foods. In view of the promising antagonistic characteristics of probiotic bacteria against distinct pathogens, its bioactive proteins could be an ideal alternative to the commercially available antibiotics (Aarti et al., 2016, Aarti et al., 2017).
Over the past few decades, antibacterial substances, particularly proteins or peptides of bacterial origin have gained tremendous interest as biotherapeutic agents. Staphylococcus spp. have been reported to produce a number of bioactive proteinaceous components (Bastos et al., 2009). S. hominis MBBL 2–9, S. pseudintermedius strain 222, and S. xylosus produced novel antibacterial peptide with molecular mass of 6 kDa, 2038.4 Da, and 5921.92 Da, respectively (Kim et al., 2010, Wladyka et al., 2015, Matikevičienė et al., 2017). In this study, strain MANF2 produced anti-tubercular protein of molecular mass 7712.3 Da. Further, based on amino acid sequencing, the molecular mass of the most abundant peptide was obtained as 1922.12 Da, which showed 95% homology with Glyceraldehyde-3-phosphate dehydrogenase, thereby categorizing it as new class of Glyceraldehyde-3-phosphate dehydrogenase- like protein in S. hominis. Also, the peptide was considered new due to the lack of homology of molecular mass with existing peptides previously reported from Staphylococcus spp., and thus this peptide was named as NMANF2.
The purified protein exhibited promising anti-tubercular activity in a dose dependent manner, thereby indicating first study on the anti-mycobacterial potentiality of S. hominis derived protein. Disparate pH treatment affected significantly the anti-tubercular activity of purified protein. The variation in the anti-tubercular properties at lower or higher pH may be due to the denaturation of protein as electrostatic repulsion of intermolecular and breaking of hydrogen bonds (Yi et al., 2016). Further, the protein lost its anti-tubercular activity at high temperature (>60 °C). It clearly suggests that heat resistance nature of protein depends on its stable structural characteristics (Kim et al., 2010). The anti-tubercular traits of purified protein were lost completely after treatment with pepsin, trypsin, and protease K but its mycobactericidal attribute was retained by α-amylase treatment. The findings clearly represent that the purified product is proteinaceous in nature constituting amino acid residues, without carbohydrate moieties. Similar observations were reported by previous studies too (Kim et al., 2010, Yi et al., 2016).
In the present investigation, the in vitro cytotoxic activities of purified protein were determined against lung and colon cancer cells. The protein revealed comparatively higher anticancer activity against A549 cells with respect to HT-29 cells. Findings of this context indicated the first investigation in terms of revealing anticancer attribute of S. hominis associated protein. The purified protein can undeniably be used for designing new protein-based anticancer drug against lung and colon cancer.
FT-IR spectroscopy is a powerful tool to provide information about the conformational and structural dynamics of a metabolite (Esther Lydia et al., 2019). In this study, the FT-IR spectrum of the purified protein indicated strong peaks, suggesting the presence of varied functional groups. Various peaks in the protein represent stretching and bending vibrations in infrared radiation region.
Stereo-chemical parameters are used to assess the quality of protein or peptide structures generated through various tools. Verify 3D is one of the most important stereo-chemical parameters which is implemented to evaluate the residue profile of the 3D model of specific protein or peptide studied (Luthy et al., 1992). In this study, Verify 3D showed 100% compatibility for the 3D model of peptide NMANF2. ERRAT is a structure evaluation server which predicts the quality assessment of stable models of proteins or peptides. In this study, ERRAT value of peptide NMANF2 is within the acceptable range. According to the report of Singh et al. (2016), any modelled structure exhibiting ERRAT score value of more than 50 is considered good. Likewise, WHATCHECK is another pivotal stereo-chemical parameter which is also used to assess the accuracy of modelled structure. WHATCHECK indicates that the structure of peptide NMANF2 is of reasonably good quality. Similar observation was reported by Singh et al. (2016) too.
Physiochemical parameters are the preliminary properties of proteins or peptides which depicts their uniqueness. Isoelectric point (pI) is the pH at which the surface of protein is charged but net charge of protein is zero (Dutta et al., 2018). The nature of the macromolecule is alkaline if the theoretical pI value is more than 7. The theoretical pI < 7 indicates the acidity of the molecule. In this context, theoretical pI of peptide NMANF2 was determined acidic in nature. Instability index is another crucial parameter which evaluates the uniqueness of the protein or peptide. Instability index value of any protein below 40 is considered stable (Dutta et al., 2018). In our study, the instability index value of peptide NMANF2 was calculated as 19.3, thereby indicating stability of this peptide. The relative volume of peptide occupied by aliphatic amino acids in the side chain is determined by its aliphatic index value. A high aliphatic index value more than 50 represents that the particular protein is temperature stable. In general, the aliphatic index is directly proportional to the thermo-stability of the protein or peptide (Dutta et al., 2018). In this study, peptide NMANF2 exhibited the aliphatic index value of 130.0, which indicates its stability towards high temperature. Hydropathicity represents the relative hydrophobicity or hydrophilicity of amino acids (Kusumaningtyas et al., 2016). In this study, the GRAVY value of peptide NMANF2 represents its potential interaction with water.
Primary structure of peptides depicts the composition of amino acid. In this context, Glycine (19.0%) and Isoleucine (14.3%) were predominant in the peptide NMANF2. On the other hand, Alanine, Aspartic acid, Leucine, Lysine, Valine, Arginine, Glutamine, Glutamic acid, and Proline were present in comparatively lower amount. In general, the predominance of Glycine provides high flexibility to the protein or peptide (Dutta et al., 2018, Balachandran et al., 2015).
Secondary structure of peptide NMANF2 was dominated by β-turn (42.86%), extended sheet region (33.33%), and random coil (23.81%). Thus, the finding illustrates that the peptide has slightly lower structure stability as it is mainly composed of β-turn. Ramachandran angles determine the rotation of the polypeptide backbone around the bonds between N-Cα (Ф) and Cα-C (ϕ) (Singh et al., 2016). Ramachandran plot shows the percentage of residues in favourable regions, additionally allowed regions, generously allowed regions, and disallowed regions. In this study, about 36% of residues were falling in favoured region, indicating slightly lower stability of this peptide. The membrane spanning or extracellular nature of the peptide was analyzed using TMHMM tool which indicated extracellular production of peptide NMANF2. Further, the helical wheel prediction of peptide NMANF2 showed the presence of hydrophilic and positively charged residues, thus, supporting the findings of Xin et al. (2017).
5. Conclusions
The study represents the first study on the purification of anti-tubercular and anticancer protein from S. hominis. The nominal mass of the purified protein was obtained as 7712.3 Da, revealing sequence homology (95%) with Glyceraldehyde-3-phosphate dehydrogenase from Staphylococcus sp. It is a new Glyceraldehyde-3-phosphate dehydrogenase-like protein. The molecular mass of the most abundant peptide was observed as 1922.12 Da, and thus, the peptide was named as NMANF2. In silico investigations clearly indicated the promising stereo-chemical, physiochemical, and functional characteristics of peptide NMANF2. Strain MANF2 associated protein can be utilized as an ideal therapeutic agent against TB and cancer (lung and colon).
Declaration of Competing Interest
Authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Acknowledgement
Authors acknowledge Maulana Azad National Fellowship (F1-17.1/2015-16/MANF-2015-17-BIH-60730), University Grants Commission, Delhi, India for the support. Also, authors would like to extend their sincere appreciation to the Deanship of Scientific Research at King Saud University for its funding of this research through the Research Group Project No. RG-1440-107.
Footnotes
Peer review under responsibility of King Saud University.
Contributor Information
Paul Agastian, Email: agastian@loyolacollege.edu.
Mariadhas Valan Arasu, Email: mvalanarasu@ksu.edu.sa.
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