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Purification and characterization of fibrinolytic protease from Streptomyces parvulus by polyethylene glycol-phosphate aqueous two-phase system

Abstract

Fibrinolytic proteases are a promising alternative in the pharmaceutical industry, they are used in the treatment of cardiovascular diseases, especially thrombosis. Microorganisms are the most interesting source of fibrinolytic proteases. The aim of this study was the production of fibrinolytic protease from Streptomyces parvulus DPUA 1573, the recovery of the protease by aqueous two-phase system and partial biochemical characterization of the enzyme. The aqueous two-phase system was performed according to a 24-full factorial design using polyethylene glycol molar mass, polyethylene glycol concentration, citrate concentration and pH as independent variables. It was analyzed the effect of different ions, surfactants, inhibitors, pH and temperature on enzyme activity. The best conditions for purifying the enzyme were 17.5% polyethylene glycol 8,000, 15% Phosphate and pH 8.0, it was obtained a partition coefficient of 7.33, a yield of 57.49% and a purification factor of 2.10-fold. There was an increase in enzyme activity in the presence of Fe2+ and a decrease in the presence of $\beta$-Mercaptoethanol, phenylmethylsulfonyl fluoride and Iodoacetic acid. The optimum pH was 7.0 and the optimum temperature was 40 ºC. The purified protease exhibited a molecular mass of 41 kDa. The fibrinolytic protease from Streptomyces parvulus proved to be a viable option for the development of a possible drug with fibrinolytic action.

Key words
Actinomycetes; protease; fibrinolysis; thrombolytic

Introduction

Thrombosis is a cardiovascular disease with the highest morbidity and mortality worldwide. It is caused by unbalanced formation and accumulation of blood clots that block the normal flow blood (Preston et al. 2019PRESTON RJS, O’SULLIVAN JM & O’DONNELL JS. 2019. Advances in understanding the molecular mechanisms of venous thrombosis. Br J Haematol 186: 13-23. https://doi.org/10.1111/bjh.15869.
https://doi.org/10.1111/bjh.15869...
). These clots are formed from conversion of fibrinogen to fibrin due to the proteolytic action of thrombin (Kattula et al. 2017KATTULA S, BYRNES JR & WOLBERG AS. 2017. Fibrinogen and Fibrin in Hemostasis and Thrombosis. Arterioscler Thromb Vasc Biol 37: e13-e21. https://doi.org/10.1161/ATVBAHA.117.308564.
https://doi.org/10.1161/ATVBAHA.117.3085...
). Current therapies against the formation of clots include antiplatelet drugs, anticoagulants and thrombolytic agents, however, several of these drugs promote haemorrhagic side-effects and exhibit high cost. Thus, a drug with the ability to quickly remove blood clots and restore blood flow is of paramount importance to the effective treatment of thrombotic diseases. In this context, fibrinolytic enzymes are an alternative for the treatment of these diseases (Bray et al. 2020BRAY MA, SARTAIN SA, GOLLAMUDI J & RUMBAUT RE. 2020. Microvascular thrombosis: experimental and clinical implications. Transl Res 225: 105-130. https://doi.org/10.1016/j.trsl.2020.05.006.
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, Jiang et al. 2020JIANG Q, WANG L, LIU Q, HU J, LI J & ZHANG Y. 2020. Purification and characterization of a novel fibrinolytic enzyme from Whitmania pigra Whitman. Protein Expr Purif 172: 105680. https://doi.org/10.1016/j.pep.2020.105680.
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).

Proteolytic enzymes with fibrinolytic activity are capable of degrading fibrin and have been studied as an alternative in therapy against thrombosis (Nascimento et al. 2016NASCIMENTO TP, SALES AE, PORTO CS, BRANDÃO RMP, CAMPOS-TAKAKI GM, TEIXEIRA JAC, PORTO TS, PORTO ALF & CONVERTI A. 2016. Purification of a fibrinolytic protease from Mucor subtillissimus UCP 1262 by aqueous two-phase systems (PEG/sulfate). J Chromatogr B Biomed Appl 1025: 16-24. https://doi.org/10.1016/j.jchromb.2016.04.046.
https://doi.org/10.1016/j.jchromb.2016.0...
). Fibrinolytic enzymes with potential thrombolytic application have been extracted from various sources, such as fermented foods, microorganisms and animals (Katrolia et al. 2020KATROLIA P, LIU X, ZHAO Y, KOPPARAPU NK & ZHENG X. 2020. Gene cloning, expression and homology modeling of first fibrinolytic enzyme from mushroom (Cordyceps militaris). Int J Biol Macromol 146: 897-906. https://doi.org/10.1016/j.ijbiomac.2019.09.212.
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, Chandramohan et al. 2019CHANDRAMOHAN M, YEE CY, BEATRICE PHK, PONNAIAH P, NARENDRAKUMAR G & SAMROT AV. 2019. Production, characterization and optimization of fibrinolytic protease from Bacillus pseudomycoides strain MA02 isolated from poultry slaughter house soils. Biocatal Agric Biotechnol 22: 101371. https://doi.org/10.1016/j.bcab.2019.101371.
https://doi.org/10.1016/j.bcab.2019.1013...
, Jiang et al. 2020).

Streptomyces is a genus of gram-positive aerobic bacteria belonging to the phylum of Actinobacteria, this phylum is characterized by the presence of diaminopimelic acid in the cell wall. Streptomyces spp. are scientifically known for their ability to produce different pharmaceutical products (e.g., antibiotics, anticancer drugs, immunosuppressive agents, anthelmintics and antiviral drugs) and several types of extracellular enzymes with industrial applications, among them, fibrinolytic proteases (Dhamodharan et al. 2019DHAMODHARAN D, JEMIMAH NS, MERLYN KS & SUBATHRA DC. 2019. Novel Fibrinolytic Protease Producing Streptomyces radiopugnans VITSD8 from Marine Sponges. Mar Drugs 17: 164. https://doi.org/10.3390/md17030164.
https://doi.org/10.3390/md17030164...
, Huguet-Tapia et al. 2016HUGUET-TAPIA JC, LEFEBURE T, BADGER JH, GUAN D, PETTIS GS, STANHOPE MJ & LORIA R. 2016. Genome content and phylogenomics reveal both ancestral and lateral evolutionary pathways in plant-pathogenic Streptomyces species. Appl Environ Microbiol 82: 2146-2155. https://doi:10.1128/AEM.03504-15.
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, Kumar et al. 2020KUMAR M, KUMAR P, DAS P, SOLANKI R & KAPUR MK. 2020. Potential applications of extracellular enzymes from Streptomyces spp. in various industries. Arch Microbiol 202: 1597-1615. https://doi.org/10.1007/s00203-020-01898-9.
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, Osman et al. 2019OSMAN ME, EL-ALL SMA & KHALIFA SYE. 2019. Characterization of Fibrinolytic Enzymes Produced by the Halophilic Streptomyces flaveolus and Streptomyces galtieri Isolated from Wady El-Natron Area in North Egypt. Med J Cairo Univ 87: 2323-2332. https://doi.org/10.21608/mjcu.2019.65659.
https://doi.org/10.21608/mjcu.2019.65659...
, Tatar et al. 2020). However, microbial proteases to be used successfully, must pass through several purification steps. In some cases, technical and economic restrictions make these several steps an obstacle. It is necessary to reduce these process steps, especially for enzymes with pharmaceutical application. Alternatively, the aqueous two-phase system (ATPS) is a type of purification process with low cost, high efficiency and short term (Nadar et al. 2017NADAR SS, PAWAR RG & RATHOD VK. 2017. Recent advances in enzyme extraction strategies: A comprehensive review. Int J Biol Macromol 101: 931-957. https://doi.org/10.1016/j.ijbiomac.2017.03.055.
https://doi.org/10.1016/j.ijbiomac.2017....
).

ATPS is an ecofriendly technique that decreases the downstream steps and has in its composition a high level of water, which prevents the proteins denaturation, making the technique more interesting. The ATPS can be composed of one or more polymers, or a polymer and a salt for the formation of two immiscible phases. One of the most ordinary polymers used is Polyethylene Glycol (PEG) with great variation of molecular weight and low toxicity (Iqbal et al. 2016IQBAL M ET AL. 2016. Aqueous two-phase system (ATPS): an overview and advances in its applications. Biol Proced Online 18: 1-18. https://doi.org/10.1186/s12575-016-0048-8.
https://doi.org/10.1186/s12575-016-0048-...
, Khan et al. 2019KHAN BM, CHEONG KL & LIU Y. 2019. ATPS: “Aqueous two-phase system” as the “answer to protein separation” for protein-processing food industry. Crit Rev Food Sci Nutr 59: 3165-3178. https://doi.org/10.1080/10408398.2018.1486283.
https://doi.org/10.1080/10408398.2018.14...
).

The Amazon holds an inestimable genetic resources bank, allowing the attainment of a varied products range, mainly biotechnological products from microorganisms (Bittencourt & Rios 2013BITTENCOURT DMC & RIOS SA. 2013. Biotechnology and the sustainable use of Amazon biodiversity. In: ALCÂNTARA CR (Ed) Amazon: Biodiversity conservation, economic development and human impact, New York: Nova Science Publishers, New York, USA, p. 155-172.). Streptomyces parvulus DPUA 1573 isolated from Amazonian lichens was studied by Batista et al. 2017BATISTA JMS, CLEMENTINO EL, NASCIMENTO TP, LIMA GMS, PORTO TS, PORTO ALF & PORTO CS. 2017. Produção e Caracterização de Protease Fibrinolítica de Streptomyces Parvulus DPUA 1573. Arq Bras Med Vet e Zootec 69: 123-129. https://doi.org/10.1590/1678-4162-8605.
https://doi.org/10.1590/1678-4162-8605...
, showing promise to produce fibrinolytic enzymes. However, studies are still needed on alternatives for the purification of the enzyme from the crude extract and its characterization. In the present study, fibrinolytic protease from Streptomyces parvulus DPUA 1573 was extracted by aqueous two-phase system and biochemical characterization of this fibrinolytic protease was performed.

Materials and methods

Bacterial strain and culture conditions

The strain of Streptomyces parvulus DPUA 1573 was isolated from lichens from Amazon and belongs to the culture collection of the Parasitology Department of Federal University of Amazonas (DPUA). The isolated microorganism was preserved in mineral oil and maintained at 25 °C in ISP-2 medium (Pridham et al. 1957PRIDHAM TG, ADERSON P, FOLEY C, LINDENFELSER LA, HESSELTINE CW & BENEDICT RG. 1957. Selection of media for maintenance and taxonomic study of Streptomyces. Antibiot Manual 1: 947-953.).

Production of fibrinolytic protease

The enzyme was produced under submerged fermentation. Filamentous bacteria were grown in a 250 mL Erlenmeyer flask containing modified MS-2 medium (Porto et al. 1996PORTO ALF, CAMPOS-TAKAKI GM & LIMA FILHO JL. 1996. Effects of culture conditions on protease production by Streptomyces clavuligerus growing on soy bean flour medium. Appl Biochem Biotechnol 60: 115-122. https://doi.org/10.1007/bf02788066.
https://doi.org/10.1007/bf02788066...
). In the MS-2 medium modification, three types of flours (flours of passion fruit peel, orange flour and soy flour) were used in different concentrations (w/w), 0.5, 1.5, 2.5 and 3.0%. The medium composition was one of the three types of flours, K2HPO4 (0.435 % w/v), and 1 mL of mineral solution containing FeSO4·7H2O (100 mg), MnCl2·4H2O (100 mg), and ZnSO44·H2O (100 mg) and distilled water q.s.p. 100 ml, NH4Cl (0.1 % w/v), MgSO4·7H2O (0.06 % w/v), and glucose (1 % w/v). The microorganism was incubated with 108 UFC mL-1 in the medium. Cultivation was carried out for 48 h on a rotary shaker set at 28 ºC and 150 rpm.

Determination of total protein

Total protein concentration was determined by the Smith et al. 1985SMITH PK, KROHN RI, HERMANSON GT, MALLIA AK, GARTNER FH, PROVENZANO MD, FUJIMOTO EK, GOEKE NM, OLSON BJ & KLENK DC. 1985. Measurement of protein using bicinchoninic acid. Anal Biochem 150: 76-85. https://doi.org/10.1016/0003-2697(85)90442-7.
https://doi.org/10.1016/0003-2697(85)904...
method, using as standard bovine serum albumin (BSA).

Protease activity determination

Protease activity was measured as described by Ginther 1979GINTHER CL. 1979. Sporulation and the production of serine protease and cephamycin C by Streptomyces lactamdurans. Antimicrob Agents Chemother 15: 522-526. https://doi.org/10.1128/AAC.15.4.522.
https://doi.org/10.1128/AAC.15.4.522...
. Assay mixtures of 1.0 mL, containing 0.2 M Tris hydrochloride, pH 7.2, 10-3 M CaCl2, 1% azocasein and 150 µL of spent medium, were incubated at 28 ºC for 1 h. After stopping the reaction by the addition of 1.0 mL of 10% trichloroacetic acid, samples were centrifuged at 1,2000 x g for 15 min, and 0.8 mL of the supernatant was transferred into a second tube containing 0.2 mL of 1.8 N NaOH. Samples were finally blended in a vortex mixer, and the absorbance was measured at 420 nm. One unit of protease activity was defined as the amount of enzyme responsible for a 0.1 increase per hour in the absorbance.

Assay of fibrinolytic activity

Following the method of Astrup & Mullertz 1952ASTRUP T & MULLERTZ S. 1952. The fibrin plate method for estimating fibrinolytic activity. Arch Biochem Biophys 40: 346-351., with minor modifications, a fibrin-agarose plate was made with 1% agarose, 0.1% human fibrinogen and 8 U mL-1 human thrombin, and 20 μL of crude extract was added to plate 1 h after its preparation. The plate was incubated at 37 °C for 18 h, the diameter of the lytic circle was measured after that time. Next, the area of the circle was calculated (in square millimeters). Following the method of Wang et al. 2011WANG SL, WU YY & LIANG TW. 2011. Purification and biochemical characterization of a nattokinase by conversion of shrimp shell with Bacillus subtilis TKU007. N Biotechnol 28: 196-202. https://doi.org/10.1016/j.nbt.2010.09.003.
https://doi.org/10.1016/j.nbt.2010.09.00...
, 500 µL of fibrinogen dissolved in TRIS HCl-NaCl 0.15 M buffer pH 7.75 and 245 mM phosphate pH 7.0 was added to tubes containing 100 µL of 20 U ml-1 thrombin [T9326-150UN - Thrombin human, BioUltra, recombinant, expressed in HEK 293 cells, aqueous solution, 95% (SDS-PAGE) - Sigma-Aldrich], at 37 ºC. After 10 min, 100 µL of the crude extract was added to the tube. After 1 h at 37 ºC, the reaction was stopped by adding 700 µL of 0.2 M trichloroacetic acid. The reaction mixture was centrifuged at 15,000 ×g for 10 min, and the absorbency of the sample was read at 275 nm against a sample blank. A unit of fibrin degradation (U) was defined as the amount of enzyme capable of causing an increase of 0.01 per minute in absorbance.

Preparation of the aqueous two-phase systems

The aqueous two-phase systems (ATPS) were prepared at 20 ºC in 15 mL-graduated tubes with phosphate salts and polyethylene glycol (PEG) solutions. A statistical design 24 composed of 16 experiments added with 4 repetitions of the centre point, to estimate experimental errors (Bruns et al. 2006BRUNS RE, SCARMINIO IS & NETO BB. 2006. Statistical Design-Chemometrics. Elsevier Science, Amsterdam, vol 1, 422 p.) (Table I) was made where the variables will be checked: pH, the molar mass and the PEG concentration, and the concentration of the phosphate, in the response variables: yield (Y), partition coefficient (K) and purification factor (PF), with four repetitions in the central points. Water was added and 2.0 g of crude extract up to a final weight of 10 g at 20 ºC. After addition of all ATPS components and vortex shaking for 1min, the top and bottom phases were separated by settling for 60 min, and their respective volumes (Vt and Vb, respectively) measured. Both phases were finally assayed for determinations protein, protease activity and fibrinolytic activity.

Table I
Factor levels of the 24-experimental design used for the extraction of protease from Streptomyces parvulus DPUA 1573 by PEG/phosphate ATPS.

Gel filtration chromatography

Gel filtration analysis of phase salt was performed using an Akta Avant 25 System (Pharmacia LKB Biotechnology, Uppsala, Sweden) on Superdex – G200 10/300 GL column, fractions were collected at a flow rate of 0.5 mL/min. The run was monitored at 215, 254 and 280 nm, and fractions were collected by automatic collector and the peaks were then submitted to fibrinolytic activity detection. The molecular weight estimation was achieved using the calibration curve of the column and weight markers (1.0 mg mL-1): bovine serum albumin, carbonic anhydrase, albumin from chicken egg and a trypsin inhibitor. The standard curve was plotted using the UNICORN-6.0 software following the equation y= -0.2053x + 4.7654 (R2= 0.9946).

Sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE)

According to the Laemmli (1970)LAEMMLI UK. 1970. Cleavage of structural proteins during the assembly of the head of bacteriophage T4. Nature 227: 680-685. methodology, electrophoresis was performed with 12% polyacrylamide gel. The molecular mass marker used was Precision Plus Protein Dual Color Standards, 500 µL #1610374, containing the following molar masses (250, 150, 100, 75, 50, 37, 25, 20, 15, 10 kDa). Silver staining was used to detect protein bands.

Determination of ATPS parameters

The partition coefficient of protease was defined as the ratio of protease activity, expressed in U/mL, in the top phase (FAt) to that in the bottom phase (FAb):

K = F A t F A b (1)

The activity yield was determined as the ratio of total activity in the top or bottom phase to that in the crude extract (FAi) and expressed as percentage. For this purpose, FAt or FAb was multiplied by Vt or Vb, respectively, and FAi by the total volume of the crude extract:

Y t , b = F A t , b . V t , b F A i . V i x 100 (2)

The specific activity (SA) was defined as the ratio of the enzyme activity (U/mL) to the protein concentration (mg/mL). The purification factor in the top or bottom phase was calculated as the ratio of the respective specific activity (SAt or SAb) to the specific activity of the crude extract (SAi), all expressed in U/mg:

P F t , b = S A t , b S A i (3)

Effect of metal ions, inhibitors, and surfactants

The effects of metal ions, inhibitors and surfactants were investigated by pre-incubating the purified enzyme in the presence of 5 mM of ions Ca2+, Zn2+, Fe2+, Cu2+, Mg2+, Mn2+, Na+, K+ 5 mM of inhibitors PMSF (fluoridemethylphenylsulfonyl), EDTA (ethylenediaminetetraacetic-acid), β-mercaptoethanol and Iodoacetic acid and 1% of surfactants Tween 20, Tween 80, Triton X-100, and SDS (Sodium dodecyl sulfate) during 1 h at 37 ºC. After incubation, the residual protease activity was measured, and the results were expressed as a percentage of the control activity. All experiments were carried out in triplicates.

Effects of pH and temperature

To measure the effects of pH on the activity, the purified enzyme was maintained for 60 min at 37 °C on the following different buffer solutions (0.1 M): sodium acetate buffer (pH 3.0 to 5.0), citrate phosphate buffer (pH 5.0 to 7.0), Tris–HCl buffer (pH 7.0 to 9.0), and glycine-NaOH buffer (pH 9.0 to 11.0). To measure pH stability, the enzyme was incubated in the buffers separately from pH 3.0 to 11.0 at 37 °C for 0, 30, 60, 120 and 180 min. After, the residual protease activity was determined. The effects of temperature on the activity were determined by incubating the enzyme at different temperatures (10, 20, 30, 37, 40, 50, 60 and 70 ºC) for 60 min and then measuring the residual activity. The thermal stability was investigated by assaying the residual protease activity in pH 7.5 Tris-HCl buffer at 10, 20, 30, 37, 40, 50, 60 and 70 ºC for 0, 30, 60, 120 and 180 min. All experiments were carried out in triplicates.

Experimental design and statistical analysis

A 24 full factorial design was utilized to evaluate the influence of four independent variables, namely PEG molar mass (x1), PEG concentration (x2), pH (x3), and phosphate salt concentration (x4) on the parameters of partition coefficient, activity yield and purification factor of the fibrinolytic enzyme. The experimental design included 16 runs and 4 repetitions at the central point, which were necessary to calculate the pure error. A linear regression model was employed to predict the response, according to eq. (4):

R = b 0 + b i x i + b j x j + b i j x i x (4)

where b0 is the interception coefficient, bi and bj are the linear coefficients, bij are the interaction coefficients and xi and xj are the independent variables. The goodness of fit of the model was evaluated by the coefficient of determination (R2) and the analysis of variance (ANOVA); the first-order model equation was determined by Fischer’s test. The experimental and predicted values were compared and the developed model validated with Statistica 8.0 software (StatSoft Inc., Tulsa, OK, USA).

RESULTS

The production of fibrinolytic protease by Streptomyces parvulus DPUA 1573 was carried out using three different substrates (Table II). The medium composed of passion fruit flour produced the greatest amount of fibrinolytic protease.

Table II
Production of fibrinolytic enzyme by Streptomyces parvulus DPUA 1573 using different substrates in liquid fermentation.

The results of protease extraction by PEG/Phosphate ATPS (Table III) reveal the preference of fibrinolytic protease for PEG-rich phase (top phase) for all assays (K > 1). The highest purification factor in the top phase value was found at CPEG 17.5%, MPEG 8,000 g mol-1 and pH 8.0 (assays 8 and 16). However, the best condition was found in assay 16, according to the combination of the highest specific activity index, partition coefficient, purification factor, yield and superior mass balance index.

Table III
Production of fibrinolytic enzyme by Streptomyces parvulus DPUA 1573 using different substrates in liquid fermentation.

The statistical analysis displayed the influence of the independent variables, namely pH, PEG molar mass (MPEG), PEG concentration (CPEG) and phosphate salt concentration (CPHO) in the partition coefficient (K) and purification factor (FP) (Figure 1).

Figure 1
a - Effects of the independent variables (MPEG, CPEG, CPHO and pH) on the partition coefficient (K) of fibrinolytic protease extracted by PEG/ phosphate ATPS according to the preliminary 24 full factorial design. b - Cubic plot of the effects of MPEG and CPEG and CPHO on the purification factor (FP) in the PEG phase ATPS. MPEG (1) = PEG molar mass; CPEG (2) = PEG concentration; CPHO (3) = phosphate concentration; pH (4) = potential of hydrogen.

The chromatography profile of the fibrinolytic protease was verified by gel filtration chromatography (Figure 2). The enzyme was monitored under different conditions of absorbance 215, 254 and 280 nm. As can be seen, the absorbance peak appears in the range of 16 to 22 mL. The molecular weight of the enzyme was estimated to be approximately 42.65 kDa.

Figure 2
Chromatogram of fibrinolytic protease produced by Streptomyces parvulus DPUA 1573 and extracted by aqueous two-phase system.

The activity of protease was partially inhibited by Zn2+ and was enhanced by Fe2+. The activity was significantly suppressed by β-Mercaptoethanol, PMSF, and Iodoacetic acid (Table IV).

Table IV
Effect of metal ions, protease inhibitors and surfactants on the enzyme activity.

Results on the effect of pH on enzyme stability can be observed in Figure 3a. The optimum pH of protease was 7.0, and it was stable for 120 minutes at this pH (Figure 3b). The protease was stable in the pH 7.0 to 8.5 range.

Figure 3
a - Effect of pH on enzyme activity. b - Stability of enzyme activity at pH 7,0.

The optimum temperature for enzymatic activity was 40 ºC (Figure 4a) and the protease was stable from 30 ºC to 60 ºC. The enzyme was stable for 30 minutes (Figure 4b) at 40 ºC, with residual activity of 85%.

Figure 4
a - Effect of temperature on enzyme activity. b - Stability of enzyme activity at 40ºC.

DISCUSSION

It is known that the enzyme production by microorganisms is influenced by fermentation medium components, especially carbon and nitrogen sources and also by physical factors such as temperature, pH, incubation time and inoculum density. Furthermore, it is important to produce enzymes in inexpensive mediums that can be optimized on a large scale to make the process commercially viable. In this regard, different agro-industrial wastes, such as wheat bran, rice bran, green grass, ragi and corn flour can be used for enzyme production by microorganisms (Ravikumar et al. 2012RAVIKUMAR G, GOMATHI D, KALAISELVI M & UMA C. 2012. A protease from the medicinal mushroom Pleurotus sajor-caju; production, purification and partial characterization. Asian Pac J Trop Biomed 2: S411-S417. https://doi.org/10.1016/S2221-1691(12)60198-1.
https://doi.org/10.1016/S2221-1691(12)60...
).

It was evaluated three different types of substrates: orange peel flour, passion fruit flour and soy flour. As seen in Table II, the highest protease and fibrinolytic activity were obtained with the passion fruit flour 0.5 and 2.5%, the activity values were very close and without statistical significance. The crude extract obtained with the passion fruit flour 0.5% was selected because a less amount of substrate it was possible to obtain a crude extract with fibrinolytic activity very similar to using a larger amount of substrate, which makes the process more economical.

Other researchers have also tested different types of substrates for fibrinolytic enzymes production, such as Nascimento et al. 2015NASCIMENTO TP, SALES AE, PORTO CS, BRANDÃO RMP, CAMPOS-TAKAKI GM, TEIXEIRA JAC, PORTO TS & PORTO ALF. 2015. Production and characterization of new fibrinolytic protease from Mucor subtillissimus UCP 1262 in solid-state fermentation. Adv Enzyme 3: 81-91. https://doi.org/10.4236/aer.2015.33009.
https://doi.org/10.4236/aer.2015.33009...
, who used different substrates, such as passion fruit peel, corncob, cassava peel, soybeans, Malpighia emarginata seeds, wheat bran and citrus pulp, it was obtained the higher fibrinolytic enzymes production by Mucor subtillissimus UCP 1262 using soy and wheat bran. Vijayaraghavan & Vincent 2015VIJAYARAGHAVAN P & VINCENT SGP. 2015. A low cost fermentation medium for potential fibrinolytic enzyme production by a newly isolated marine bacterium, Shewanella sp. IND20. Biotechnol Rep 7: 135-142. https://doi.org/10.1016/j.btre.2015.06.005.
https://doi.org/10.1016/j.btre.2015.06.0...
used banana peel, cow manure, rice bran, wheat bran and green grass as substrates for fibrinolytic enzymes production by Shewanella sp, it was obtained the best results with cow dung and green grass. Ravikumar et al. 2012RAVIKUMAR G, GOMATHI D, KALAISELVI M & UMA C. 2012. A protease from the medicinal mushroom Pleurotus sajor-caju; production, purification and partial characterization. Asian Pac J Trop Biomed 2: S411-S417. https://doi.org/10.1016/S2221-1691(12)60198-1.
https://doi.org/10.1016/S2221-1691(12)60...
, using Pleurotus sajor-caju with different substrates (wheat bran, rice bran, green grass, corn flour and ragi) for protease production, obtained better results with corn flour.

Fibrinolytic activity produced from Streptomyces parvulus DPUA 1573 (317.31 mm2) was higher than fibrinolytic activity found by Silva et al. 2016SILVA GMM, BEZERRA RP, TEIXEIRA JA, SILVA FO, CORREIA JM, PORTO TS, LIMA-FILHO JL & PORTO ALF. 2016. Screening, production and biochemical characterization of a new fibrinolytic enzyme produced by Streptomyces sp. (Streptomycetaceae) isolated from Amazonian lichens. Acta Amaz 46: 323-332. https://doi.org/10.1590/1809-4392201600022.
https://doi.org/10.1590/1809-43922016000...
(304 mm2) from Streptomyces sp. DPUA 1576 and very close to it was obtained by Nascimento et al. 2017NASCIMENTO TP, SALES AE, PORTO TS, BRANDÃO RMP, BREYDO L, UVERSKY VN, PORTO ALF & CONVERTI A. 2017. Purification, biochemical, and structural characterization of a novel fibrinolytic enzyme from Mucor subtillissimus UCP 1262. Bioprocess Biosyst Eng 40: 1209-1219. https://doi.org/10.1007/s00449-017-1781-3.
https://doi.org/10.1007/s00449-017-1781-...
(125 mm2) from Mucor subtilissimus UCP 1262 and less than obtained by de Souza et al. 2016DE SOUZA FASD, SALES AE, SILVA PEC, BEZERRA RP, SILVA GMM, ARAÚJO JM, CAMPOS-TAKAKI, GM, PORTO TS, TEIXEIRA JAC & PORTO ALF 2016. Optimization of production, biochemical characterization and in vitro evaluation of the therapeutic potential of fibrinolytic enzymes from a new Bacillus amyloliquefaciens. Macromol Res 24: 587-595. https://doi.org/10.1007/s13233-016-4089-2.
https://doi.org/10.1007/s13233-016-4089-...
(660.52 mm2) from Bacillus amyloliquefaciens.

Table III displays the results of extracting by ATPS, the assays 05, 07 and 15 did not show the separation of two phases. This behavior was explained by a shift in the binodal curve after the addition of crude extract, which caused critical points in upper and lower phases that were not sufficient for phase formation (Silva et al. 2018SILVA JC, DE FRANÇA PRL & PORTO TS. 2018. Optimized extraction of polygalacturonase from Aspergillus aculeatus URM4953 by aqueous two-phase systems PEG/Citrate. J Mol Liq 263: 81-88. https://doi.org/10.1016/j.molliq.2018.04.112.
https://doi.org/10.1016/j.molliq.2018.04...
). In all the remaining assays, the enzyme predominated in the top phase, demonstrated by the partition coefficient (K) greater than zero.

The partitioning of proteins by ATPS is influenced by several factors, such as the size and conformation of biomolecules, molecular charge, ionic properties, phase composition, electrical potential between phases, concentration of polymers and molecular size of the polymer (Ali et al. 2014ALI SM, LING TC, MUNIANDY S, TAN YS, RAMANA J & SABARATNAM V. 2014. Recovery and partial purification of fibrinolytic enzymes of Auricularia polytricha (Mont.) Sacc by an aqueous two-phase system. Sep Purif Technol 122: 359-366. https://doi.org/10.1016/j.seppur.2013.11.016.
https://doi.org/10.1016/j.seppur.2013.11...
, da Silva et al. 2018DA SILVA OS, ALVES RO & PORTO TS. 2018. PEG-sodium citrate aqueous two-phase systems to in situ recovery of protease from Aspergillus tamarii URM4634 by extractive fermentation. Biocatal Agric Biotechnol 16: 209-216. https://doi.org/10.1016/j.bcab.2018.08.001.
https://doi.org/10.1016/j.bcab.2018.08.0...
).

The variable with the greatest effect on partition coefficient was pH (Fig. 1), the pH induces the partitioning of proteins by altering biomolecules charge or proportion of charged (da Silva et al. 2017), it is greater the influence on the enzyme partition to the PEG phase the higher the pH value.

The interaction between variables PEG molar mass and salt concentration was also the most significant interaction, this means these variables exerted a synergistic effect, so K was improved when these variables had their levels increased to highest values. In the highest concentration of PEG (8,000), the enzyme was preferably partitioned in the top phase, a PEG-rich phase, probably because of enzyme hydrophobicity, since the PEG-rich phase is more hydrophobic than the salt-rich phase, combined with an effect “salting out” (salt-rich phase ionic strength) that caused decrease on protein solubility in the bottom phase. According to da Silva et al. 2018, the hydrophobic characteristics of the protein are considered the dominant influencing factor on partitioning efficiency.

This result, the enzyme being predominant in the top phase, agrees with that obtained in other studies where ATPS were used to purify fibrinolytic proteases, such as Silva et al. 2013SILVA GMM, MARQUES DAV, PORTO TS, LIMA-FILHO JL, TEIXEIRA JAC, PESSOA-JÚNIOR A & PORTO ALF. 2013. Extraction of fibrinolytic proteases from Streptomyces sp. DPUA1576 using PEG-phosphate aqueous two-phase systems. Fluid Phase Equilib 339: 52-57. https://doi.org/10.1016/j.fluid.2012.11.033.
https://doi.org/10.1016/j.fluid.2012.11....
and Ali et al. 2014, who extracted fibrinolytic enzymes from Streptomyces sp., and Auricularia polythicha, respectively. Da Silva et al. 2017DA SILVA OS, GOMES MHG, OLIVEIRA RL, PORTO ALF, CONVERTI A & PORTO TS. 2017. Partitioning and extraction protease from Aspergillus tamarii URM4634 using PEG-citrate aqueous two-phase systems. Biocatal Agric Biotechnol 9: 168-173. https://doi.org/10.1016/j.bcab.2016.12.012.
https://doi.org/10.1016/j.bcab.2016.12.0...
extracted proteases from Aspergillus tamarii URM4634 and the protease showed high activity in PEG-rich phase, also with the variables PEG molar mass and salt concentration having positive effects on the partition coefficient. However, Sales et al. 2013SALES AE, DE SOUZA FASD, TEIXEIRA JA, PORTO TS & PORTO ALF. 2013. Integrated process production and extraction of the fibrinolytic protease from Bacillus sp. UFPEDA 485. Appl Biochem Biotechnol 170: 1676-1688. https://doi.org/10.1007/s12010-013-0306-z.
https://doi.org/10.1007/s12010-013-0306-...
and Nascimento et al. 2016NASCIMENTO TP, SALES AE, PORTO CS, BRANDÃO RMP, CAMPOS-TAKAKI GM, TEIXEIRA JAC, PORTO TS, PORTO ALF & CONVERTI A. 2016. Purification of a fibrinolytic protease from Mucor subtillissimus UCP 1262 by aqueous two-phase systems (PEG/sulfate). J Chromatogr B Biomed Appl 1025: 16-24. https://doi.org/10.1016/j.jchromb.2016.04.046.
https://doi.org/10.1016/j.jchromb.2016.0...
extracting fibrinolytic proteases from Bacillus sp. UFPEDA 485 and Mucor subtilissimus UCP 1262, respectively, found high activity in the salt-rich phase.

The purification factor obtained by ATPS in best condition (2.10) was very close to that obtained by da Silva et al. 2018DA SILVA OS, ALVES RO & PORTO TS. 2018. PEG-sodium citrate aqueous two-phase systems to in situ recovery of protease from Aspergillus tamarii URM4634 by extractive fermentation. Biocatal Agric Biotechnol 16: 209-216. https://doi.org/10.1016/j.bcab.2018.08.001.
https://doi.org/10.1016/j.bcab.2018.08.0...
(2.14) using ATPS PEG/Citrate, it was also higher than that found by Silva et al. 2013SILVA GMM, MARQUES DAV, PORTO TS, LIMA-FILHO JL, TEIXEIRA JAC, PESSOA-JÚNIOR A & PORTO ALF. 2013. Extraction of fibrinolytic proteases from Streptomyces sp. DPUA1576 using PEG-phosphate aqueous two-phase systems. Fluid Phase Equilib 339: 52-57. https://doi.org/10.1016/j.fluid.2012.11.033.
https://doi.org/10.1016/j.fluid.2012.11....
(1.51) using ATPS PEG/Phosphate and lower than that found by Nascimento et al. 2016NASCIMENTO TP, SALES AE, PORTO CS, BRANDÃO RMP, CAMPOS-TAKAKI GM, TEIXEIRA JAC, PORTO TS, PORTO ALF & CONVERTI A. 2016. Purification of a fibrinolytic protease from Mucor subtillissimus UCP 1262 by aqueous two-phase systems (PEG/sulfate). J Chromatogr B Biomed Appl 1025: 16-24. https://doi.org/10.1016/j.jchromb.2016.04.046.
https://doi.org/10.1016/j.jchromb.2016.0...
(4.5) using ATPS PEG/Sulfate and da Silva et al. 2017DA SILVA OS, GOMES MHG, OLIVEIRA RL, PORTO ALF, CONVERTI A & PORTO TS. 2017. Partitioning and extraction protease from Aspergillus tamarii URM4634 using PEG-citrate aqueous two-phase systems. Biocatal Agric Biotechnol 9: 168-173. https://doi.org/10.1016/j.bcab.2016.12.012.
https://doi.org/10.1016/j.bcab.2016.12.0...
(3.95) using ATPS PEG/Citrate.

In the chromatography profile (Figure 2) it was possible to estimate the molecular weight of the fibrinolytic enzyme produced by Streptomyces parvulus DPUA 1573 in approximately 42.65 kDa, therefore, SDS-PAGE (Figure 5) shows it just one band with molar mass 40 kDa, thus, proving the effectiveness of purification methods and so which was close to fibrinolytic enzymes from marine algae Codium sp. (30–50 kDa) (Matsubara et al. 2000MATSUBARA K, HORI K, MATSUURA Y & MIYAZAWA K. 2000. Purification and characterization of a fibrinolytic enzyme and identification of fibrinogen clotting enzyme in a marine green alga, Codium divaricatum. Comp Biochem Physiol B Biochem Mol Biol 125: 137-143. https://doi.org/10.1016/S0305-0491(99)00161-3.
https://doi.org/10.1016/S0305-0491(99)00...
, Banerjee et al. 2013BANERJEE S, PRASANNA R & BAGCHI SN. 2013. Purification and characterization of a fibrino(geno)lytic protease from cultured natural isolate of a cyanobacterium, Anabaena fertilissima. J Appl Phycol 25: 1111-1122. https://doi.org/10.1007/s10811-012-9946-6.
https://doi.org/10.1007/s10811-012-9946-...
) and Streptomyces sp. CS684 (35kDa) (Simkhada et al. 2010SIMKHADA JR, MANDER P, CHO SS & YOO JC. 2010. A novel fibrinolytic protease from Streptomyces sp. CS684. Process Biochem 45: 88-93. https://doi.org/10.1016/j.procbio.2009.08.010.
https://doi.org/10.1016/j.procbio.2009.0...
).

Figure 5
Molecular mass determination of the fibrinolytic protease by SDS-PAGE (12%) with protein molecular mass marker (Precision Plus Protein Dual Color Standards). Quantity of the fibrinolytic protease (µg): Crude Extract and fibrinolytic protease (5 µg lyophilized fibrinolytic enzyme).

As shown in Table IV, the enzyme activity was enhanced by the addition of Fe2+, with 55.86% increase on enzyme activity. Moreover, the enzyme activity decreased 23.77% in the presence of Zn2+. On the other hand, the activity of fibrinolytic proteases from Xylaria curta (Meshram et al. 2017MESHRAM V, SAXENA S, GUPTA M & KAPOOR N. 2017. Production, Purification and Characterisation of a Potential Fibrinolytic Protease from Endophytic Xylaria curta by Solid Substrate Fermentation. Biotechnol Appl Biochem 181: 1496-1512. https://doi.org/10.1007/s12010-016-2298-y.
https://doi.org/10.1007/s12010-016-2298-...
) and from Bacillus amyloliquefaciens Jxnuwx-1 (Yang et al. 2019YANG H, YANG L, LI X, LI H, TU Z & WANG X. 2019. Genome sequencing, purification, and biochemical characterization of a strongly fibrinolytic enzyme from Bacillus amyloliquefaciens Jxnuwx-1 isolated from Chinese traditional douchi. J Gen Appl Microbiol 66: 153-162. https://doi.org/10.2323/jgam.2019.04.005.
https://doi.org/10.2323/jgam.2019.04.005...
) were completely inhibited by Fe2+. The enzyme was significantly inhibited by β-Mercaptoethanol, with a decrease of 90.91%, by PMSF, with a decrease of 75% and by Iodoacetic acid, with a decrease of 70.45%. These results suggest that the fibrinolytic enzyme under consideration is a serine protease. Similar outcome was described by Wang et al. 2011WANG SL, WU YY & LIANG TW. 2011. Purification and biochemical characterization of a nattokinase by conversion of shrimp shell with Bacillus subtilis TKU007. N Biotechnol 28: 196-202. https://doi.org/10.1016/j.nbt.2010.09.003.
https://doi.org/10.1016/j.nbt.2010.09.00...
, Ju et al. 2012JU X, CAO X, SUN Y, WANG Z, CAO C, LIU J & JIANG J. 2012. Purification and characterization of a fibrinolytic enzyme from Streptomyces sp. XZNUM 00004. World J Microbiol Biotechnol 28: 2479-2486. https://doi.org/10.1007/s11274-012-1055-9.
https://doi.org/10.1007/s11274-012-1055-...
, Moon et al. 2014MOON SM ET AL. 2014. Purification and characterization of a novel fibrinolytic α chymotrypsin like serine metalloprotease from the edible mushroom, Lyophyllum shimeji. J Biosci Bioeng 117: 544-550. https://doi.org/10.1016/j.jbiosc.2013.10.019.
https://doi.org/10.1016/j.jbiosc.2013.10...
, Nascimento et al. 2017 and Elhoul et al. 2015ELHOUL MB, JAOUADI NZ, REKIK H, BEJAR W, TOUIOUI SB, HMIDI M, BADIS A, BEJAR S & JAOUADI B. 2015. A novel detergent-stable solvent-tolerant serine thiol alkaline protease from Streptomyces koyangensis TN650. Int J Biol Macromol 79: 871-882. https://doi.org/10.1016/j.ijbiomac.2015.06.006.
https://doi.org/10.1016/j.ijbiomac.2015....
from Bacillus subtilis TKU007, Streptomyces sp. XZNUM 00004, Lyophyllum shimeji, Mucor subtilissimus UCP 1262 and Streptomyces koyangensis TN650, respectively. The literature indicates that most of fibrinolytic enzymes of microbial origin are serine proteases (Sun et al. 2016SUN Z, LUI P, CHENG G, ZHANG B, DONG W, SU X, HUANG Y, CUI Z & KONG Y. 2016. A fibrinolytic protease AfeE from Streptomyces sp. CC5, with potent thrombolytic activity in a mouse model. Int J Biol Macromol 85: 346-354. https://doi.org/10.1016/j.ijbiomac.2015.12.059.
https://doi.org/10.1016/j.ijbiomac.2015....
).

Enzymes are usually inactivated by adding surfactants to the reaction solution by the action of the surfactants in the enzyme, causing a conformation change, thus decreasing the accessibility of the substrate (Wang et al. 2011WANG SL, WU YY & LIANG TW. 2011. Purification and biochemical characterization of a nattokinase by conversion of shrimp shell with Bacillus subtilis TKU007. N Biotechnol 28: 196-202. https://doi.org/10.1016/j.nbt.2010.09.003.
https://doi.org/10.1016/j.nbt.2010.09.00...
). The protease activity from Streptomyces parvulus DPUA 1573 was moderately inhibited by Triton X100, Tween 20% and SDS, with a decrease of 24.38%, 23.77% and 20.37%, respectively.

The activity profile of purified protease was analyzed with various pH (Figure 3). The purified protease displayed an optimal pH of 7.0, which is very close to human physiological pH (almost pH 7.4) (Sun et al. 2016SUN Z, LUI P, CHENG G, ZHANG B, DONG W, SU X, HUANG Y, CUI Z & KONG Y. 2016. A fibrinolytic protease AfeE from Streptomyces sp. CC5, with potent thrombolytic activity in a mouse model. Int J Biol Macromol 85: 346-354. https://doi.org/10.1016/j.ijbiomac.2015.12.059.
https://doi.org/10.1016/j.ijbiomac.2015....
). It was stable in the pH range of 7.0–8.5, retaining 90% of its activity. The optimum pH was compatible with the findings of Deng et al. 2018DENG Y, LIU X, KATROLIA P, KOPPARAPU NK & ZHENG X. 2018. A dual-function chymotrypsin-like serine protease with plasminogen activation and fibrinolytic activities from the GRAS fungus, Neurospora sitophila. Int J Biol Macromol 109: 1338-1343. https://doi.org/10.1016/j.ijbiomac.2017.11.142.
https://doi.org/10.1016/j.ijbiomac.2017....
with proteases obtained from Neurospora sitophila and Yang et al. 2019YANG H, YANG L, LI X, LI H, TU Z & WANG X. 2019. Genome sequencing, purification, and biochemical characterization of a strongly fibrinolytic enzyme from Bacillus amyloliquefaciens Jxnuwx-1 isolated from Chinese traditional douchi. J Gen Appl Microbiol 66: 153-162. https://doi.org/10.2323/jgam.2019.04.005.
https://doi.org/10.2323/jgam.2019.04.005...
from Bacillus amyloliquefaciens and Hu et al. 2019HU Y, YU D, WANG Z, HOU J, TYAGI R, LIANG Y & HU Y. 2019. Purification and characterization of a novel, highly potent fibrinolytic enzyme from Bacillus subtilis DC27 screened from douchi, a traditional Chinese fermented soybean food. Sci Rep 9: 3-12. https://doi.org/10.1038/s41598-019-45686-y.
https://doi.org/10.1038/s41598-019-45686...
from Bacillus subtilis DC27. In optimum pH (7.0), the enzyme remained stable for 120 minutes (Figure 3b).

As shown in Figure 4a, the optimum temperature for enzymatic activity was 40 ºC. It exhibited thermostability in the temperature range of 30 – 60 °C, retaining > 80% of relative activity after a 30 min incubation at 40 ºC (Figure 4b). The optimal temperature agrees with Sun et al. 2016SUN Z, LUI P, CHENG G, ZHANG B, DONG W, SU X, HUANG Y, CUI Z & KONG Y. 2016. A fibrinolytic protease AfeE from Streptomyces sp. CC5, with potent thrombolytic activity in a mouse model. Int J Biol Macromol 85: 346-354. https://doi.org/10.1016/j.ijbiomac.2015.12.059.
https://doi.org/10.1016/j.ijbiomac.2015....
, Xin et al. 2018XIN X, AMBATI RR, CAI Z & LEI B. 2018. Purification and characterization of fibrinolytic enzyme from a bacterium isolated from soil. 3 Biotech 8: 1-8. https://doi.org/10.1007/s13205-018-1115-4.
https://doi.org/10.1007/s13205-018-1115-...
, Yang et al. 2019YANG H, YANG L, LI X, LI H, TU Z & WANG X. 2019. Genome sequencing, purification, and biochemical characterization of a strongly fibrinolytic enzyme from Bacillus amyloliquefaciens Jxnuwx-1 isolated from Chinese traditional douchi. J Gen Appl Microbiol 66: 153-162. https://doi.org/10.2323/jgam.2019.04.005.
https://doi.org/10.2323/jgam.2019.04.005...
, Hu et al. 2019 and Silva et al. 2016SILVA GMM, BEZERRA RP, TEIXEIRA JA, SILVA FO, CORREIA JM, PORTO TS, LIMA-FILHO JL & PORTO ALF. 2016. Screening, production and biochemical characterization of a new fibrinolytic enzyme produced by Streptomyces sp. (Streptomycetaceae) isolated from Amazonian lichens. Acta Amaz 46: 323-332. https://doi.org/10.1590/1809-4392201600022.
https://doi.org/10.1590/1809-43922016000...
of fibrinolytic enzymes from Streptomyces sp. CC5, Bacillus tequilensis, Bacillus amyloliquefaciens, Bacillus subtilis DC27 and Streptomyces sp. CS684, respectively.

In 2017, Batista et al. carried out the biochemical characterization of fibrinolytic proteases from Streptomyces parvulus DPUA 1573, obtaining some different results from that found in the present study. However, in this work it was used passion fruit flour 0.5% as substrate. Batista et al. 2017BATISTA JMS, CLEMENTINO EL, NASCIMENTO TP, LIMA GMS, PORTO TS, PORTO ALF & PORTO CS. 2017. Produção e Caracterização de Protease Fibrinolítica de Streptomyces Parvulus DPUA 1573. Arq Bras Med Vet e Zootec 69: 123-129. https://doi.org/10.1590/1678-4162-8605.
https://doi.org/10.1590/1678-4162-8605...
used soy flour 1.5% as a substrate, which could eventually induce the microorganism to produce enzymes with different biochemical characteristics, since the percentage of nitrogen and carbon are different in each type of substrate. Furthermore, in the studies carried out by Batista et al. 2017BATISTA JMS, CLEMENTINO EL, NASCIMENTO TP, LIMA GMS, PORTO TS, PORTO ALF & PORTO CS. 2017. Produção e Caracterização de Protease Fibrinolítica de Streptomyces Parvulus DPUA 1573. Arq Bras Med Vet e Zootec 69: 123-129. https://doi.org/10.1590/1678-4162-8605.
https://doi.org/10.1590/1678-4162-8605...
, the biochemical characterization tests were performed with the enzyme contained in the crude extract, so other enzymatic complexes also present could interfere with the results. In our work, the biochemical characterization was conducted with the enzyme obtained after the purification step using ATPS, which selected and extracted a specific fibrinolytic enzyme from the pool of enzymes contained in the crude extract.

CONCLUSIONS

To conclude, the fibrinolytic protease from Streptomyces parvulus DPUA 1573 isolated from Amazonian lichens was produced, purified by ATPS and characterized. Passion fruit flour (0.5% w/w) was used as an inexpensive substrate to produce fibrinolytic enzyme. The ATPS PEG/Phosphate in composition of 17.5% PEG 8,000 g mol-1, 15% Phosphate (w/w) and pH 8.0 recovers serine protease from Streptomyces parvulus DPUA 1573 with purification factor of 2.10-fold and yield of 57.49%. The ATPS showed good performance as a first step for the purification of fibrinolytic protease from Streptomyces parvulus DPUA 1573. Furthermore, the optimal pH and temperature range was very close to human physiology. Therefore, the enzyme proved to be a viable option for the development of a possible drug with fibrinolytic action.

ACKNOWLEDGMENTS

The authors are grateful to CNPq (Conselho Nacional de Desenvolvimento Científico e Tecnológico) for the financial support that made this research possible.

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Publication Dates

  • Publication in this collection
    10 Dec 2021
  • Date of issue
    2021

History

  • Received
    3 Mar 2021
  • Accepted
    20 Aug 2021
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