chapter 4 results and discussionshodhganga.inflibnet.ac.in/bitstream/10603/2683/14/14_chapter...
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CHAPTER 4
RESULTS AND DISCUSSION
In this study we report the isolation of three mesophilic bacteria that produce proteolytic
and keratinolytic enzymes, which can efficiently degrade chicken and pigeon feather. The three
isolate SN1, SN2, SN3 was identified as a strain of Bacillus megateruim, Bacillus thuringienesis
and Bacillus pumilis respectively based on Morphological, Cultural and Biochemical
characteristics and chromogenic method by growth on Hicrome bacillus agar. Earlier studies
from our lab involving screening of micro-organism from same soil sample of dumping site of
Ghazipur poultry processing plant, we have reported isolation of Pseudomonas thermaerum
GW1, GenBank accession GU95151, this bacteria showed proteolytic activity but not
keratinolytic activity [48].
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4.1 Protease and Keratinase isolated from microbial sources from soil
collected from feather dumping site at Ghazipur poultry waste site,
Ghaziabad
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4.1.1 Screening of keratinolytic bacteria
It was found that the enriched feather degrading culture contained micro-organism exhibited
keratinolytic activity. The feathers were fully degraded within 120 hrs of incubation with the
microbes from selected soil (Fig. 4.1). Three bacterial strains that visually degraded feather were
isolated when allowed to grow on medium containing feather meal powder as sole carbon and
nitrogen source. The strain SN1, SN2, SN3 were selected as they produced clear zones on
incubation at 30ºC for 72hrs suggesting the presence of keratinolytic activity (Fig. 4.2).
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A B
Figure 4.1: Degradation of chicken feathers by the bacterial strain isolated from soil of Ghazipur poultry dumping
site, India, in submerged cultivation at 30°C. (A) Feather control without the bacterial strain, (B) feather after 120
hrs of incubation with the bacterial strain showed complete degradation.
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SN1
SN2
SN3
Figure 4.2: Production of clear zones in feather meal (10g/L) agar plates by keratinolytic bacteria. Three strains
were identified Bacillus sp. SN1, Bacillus sp. SN2, and Bacillus sp. SN3 that produced clear zone. Microbial
culture was spreaded on feather meal agar plate and incubated at 30°C for 72 hr.
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4.1.2 Isolation, identification and characterization of keratinolytic strains
The identification of the keratinolytic bacteria was based on cell morphology, colony
morphology and several biochemical tests (Table 4.1a). Isolates SN1, SN2, SN3 were
determined to be Gram-positive, sporulating, motile bacillus. The isolate SN1, SN2 formed
yellow colored colonies and SN3 showed white colored colony on feather meal agar plate. These
results suggested that these three strains belong to genus Bacillus (Table 4.1b, 4.1c). On the basis
of morphological characteristic and cultural characteristic of Hicrome Bacillus agar and was
identified (Table 4.2). They (SN1, SN2, and SN3) were further identified to be as sample B.
megaterium, B. thuringenesis, B. pumilis respectively (Fig. 4.3). These strains degraded the
chicken feathers and pigeon feathers completely. Their cultural characteristic in the Hicrome
bacillus agar is given in table 4.2 with B. megaterium SN1 showing yellowish green, irregular
colonies, B. thuringenesis SN2 showed blue circular colonies, B. pumilis SN3 showed green, flat,
circular shiny colonies.
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Figure 4.3: Growth of bacterial strain SN1, SN2, SN3 on chromogenic differentiation agar Hicrome bacillus agar
from Himedia M1651. Yellowish green colonies represent B. megaterium SN1; Blue colonies represent
B. thuringenesis SN2; Green colored colonies represent B. pumilis SN3.
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Table 4.1a: Results of morphological, physiological, Cultural Characteristic of three isolated bacterial strain SN1,
SN2, SN3 were conducted.
Observations Details of experiment
B. megaterium SN1 B. thuringenesis SN2 B. pumilis SN3
Shape of Bacteria Rod Short rod Rod
Endospore formation + + +
Motility Motile Highly motile Motile
Gram character + + +
Anaerobic growth _ _ _
Colony Characteristics
Growth Rapid Rapid Rapid
Shape Circular Irregular Circular
Surface Smooth shiny Smooth Smooth shiny
Margin Entire Entire Entire
Color Cream White Cream
Elevation Convex Flat Convex
Consistency Buttery Viscous Buttery
Opacity Opaque Opaque Opaque
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Table 4.1b: Table depicts the Biochemical characteristic of three isolated bacterial strain SN1, SN2, SN3 were
conducted. Collectively these characteristics indicated that the isolates were of genus Bacillus.
Biochemical Characterstics B. megaterium SN1 B. thuringenesis SN2 B. pumilis SN3 Glucose -/- A/- -/-
Lactose -/- A/- -/-
Mannitol -/- A/- -/-
Indole production _ _ _
Methyl red reaction _ + +
Voges-proskaure reaction _ _ _
Citrate utilization _ _ _
Catalase + + +
Gelatinase _ + +
Caesinase + + +
Amylase _ _ _
Cellulase _ _ _
Deaminase _ _ _
Symbol: +: Positive; -: Negative; A/- :Acid/No gas; -/- :No acid/No gas
Table 4.1c: Table depicts that growth on Triple sugar iron (TSI) agar. Bacillus sp. SN1, Bacillus sp. SN3 showed
alkaline reaction on slant and acidic reaction on butt. Bacillus sp. SN2 showed acidic reaction both on slant and
butt.
Bacterial Isolates Color and reaction of slant
Color and reaction of
butt
Gas production
Hydrogen sulphide
production
B. megaterium SN1 Red, Alkaline Yellow, Acidic _ _
B. thuringenesis SN2 Yellow, Acidic Yellow, Acidic _ _
B. pumilis SN3 Red, Alkaline Yellow, Acidic _ _
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Table 4.2: Cultural characteristics on Hicrome bacillus agar
Colony Characteristics B. megaterium SN1 B. thuringenesis SN2 B. pumilis SN3
Growth Luxuriant Luxuriant Luxuriant
Shape Irregular, large Circular, Small Circular, Small
Surface Smooth Smooth Smooth shiny
Margin Irregular Entire Entire
Color Yellowish green Blue Green
Elevation Convex Flat Flat
Opacity Opaque Opaque Opaque
Morphological characteristic and cultural characteristic of the three isolates on Hicrome Bacillus
agar Himedia M1651. Strains SN1, SN2, SN3 were identified as B. megaterium, B.
thuringenesis, B. pumilis respectively. (Fig 4.3)
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4.1.3 Factors affecting growth and enzyme production
Bacterial growth and enzyme production of keratinase and protease by the microbes of soil
sample was monitored during growth in enrichment media - Horikoshi media, Feather meal
media1, and feather meal media 2. Growth determination of three bacteria with was done taking
absorbance at 600nm of bacterial growth media at regular intervals from 0 hrs -144 hrs (Fig. 4.4)
log phase of growth is from 24hrs till 48 hrs for all the strains and in stationary phase till 120 hrs.
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0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0 24 48 72 96 120 144Time (hr)
Abs
orba
nce
at 6
00nm
Bacillus SN1
Bacillus SN2
Bacillus SN3
Bacilluslicheniformis
Figure 4.4: Growth determination of bacterial strains B. megaterium SN1, B. thuringenesis SN2, B. pumilis
SN3, Standard strain B. licheniformis 1483 (Collected from MTCC was used for comparative study) were done
taking absorbance at 600nm of bacterial growth media. It is observed that Log phase is from 24 hours till 48
hours and stationary phase is till 120 hours for all the strains.
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4.1.4 Selection of media
The maximum protease activity of mixed microbial culture was seen at 120 hrs (5th day) of
incubation of in feather meal media 2 (Fig 4.5) and the maximum keratinase activity of mixed
microbial culture was seen on the 144 hrs (6th day) of incubation in feather meal media 2 (Fig.
4.6). Relatively the microbial culture could produce 2.4 times more protease in feather meal
media 2 on incubation and 2.53 times more keratinase in Feather meal media 2 than in peptone
broth (Table 4.3 & 4.4). Comparison was made standard strain of B. licheniformis (MTCC
1483).
Ammonium sulphate fraction of the crude cell free supernatant which was seeded with the soil
inoculum showed 1.5 fold purification for keratinase and 1.3 fold purification for Proteases.
Microbes were isolated from a poultry processing plant that showed keratinolytic activity and
ability to degrade chicken and pigeon feathers.
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0
10
20
30
40
50
60
1 2 3 4 5 6 7 8
Time (Days)
Prot
ease
act
ivity
(U/m
l)
Horikoshi mediaFeather M eal media 1Feather M eal media 2
Figure 4.5: Protease activity produced by feather degrading bacterial strains of feather dumping site, activity was measured by a modified method of Tsuchida et al., 1986 by using casein as substrate. One protease unit is defined as the amount of enzyme that releases 1 µmol of tyrosine per ml per minute under the above assay conditions. The
specific activity is expressed in the units of enzyme activity per milligram of protein. In different culture media Horikoshi media, Feather meal media 1, Feather meal media 2. Maximum protease units 54 U/ml were seen in
feather meal media 2.
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Table 4.3: Purification table that compares the yield, specific activity of protease from micro-organisms grown in
Peptone broth and the enriched media (Horikoshi media, Feather meal media 1 and Feather meal media 2) Enzyme
assay was determined as mentioned in materials and methods. The Standard strain B. licheniformis (Crude and 0-
80% Ammonium sulphate) was kept as control
Purification step Protein (mg)
Total activity(Uª)
Specific activity (U/mg)
Yield (%)
Purification (Fold)
Peptone broth 138.75 1095250 7893.69 100 1
Horikoshi media (0-80% A.S.) 217.5 1194075 5503 1.090 .697
Feather meal media 1 (0-80% A.S.) 63 51770 1297 0.0746 0.1644
Feather meal media 2 (0-80% A.S.) 279.5 2850750 10199 2.6028 1.292
Crude (B.lic) 137.95 782177.5 5670.05 100 1
B.lic (0-80% A.S.) 176.25 509362 2890.81 0.6512 0.5098
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0
0.2
0.4
0.6
0.8
1
1.2
1 2 3 4 5 6 7 8
Time (days)
Ker
atin
ase
activ
ity (U
/ml)
Horikoshi media
Feather M eal media 1
Feather M eal media 2
Figure 4.6: Keratinase activity produced by feather degrading bacterial strains dumping site, activity was measured
by a modified method of Cheng et.al., 1995 by using keratin as a substrate. One unit (U) of enzyme activity was the
amount of enzyme that caused a change of absorbance of 0.01 at 440 nm in 20 min at 45ºC, in different culture
media Horikoshi media, Feather meal media 1, Feather meal media 2. Maximum activity 1.2 U/ml was produced in
feather meal media 2.
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Table 4.4: Purification table that compares the yield, specific activity of keratinase from micro-organisms grown in
Peptone broth and the enriched media (Horikoshi media, Feather meal media 1 and Feather meal media 2) The
Standard strain B. licheniformis (Crude and 0-80% Ammonium sulphate) was kept as control. Enzyme assay was
determined as mentioned in materials and methods
Purification step Protein (mg)
Total activity (Uª)
Specific activity (U/mg)
Yield (%)
Purification (Fold)
Peptone broth 138.75 11,500 82.88 100 1
Horikoshi media (0-80% A.S.) 217.5 23,900 110.138 207.82 1.328
Feather meal media 1 (0-80% A.S.) 63 4,650 73.80 40.80 0.890
Feather meal media 2 (0-80% A.S.) 279.5 33,900 121.28 294.78 1.463
Crude (B.lic ) 137.95 9,050 65.61 100 1
B.lic (0-80% A.S.) 176.25 18,500 104.96 204.41 1.596
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4.1.5 Hydrolysis of protein substrates
Hydrolysis of protein substrates (Keratin, Casein, Gelatin, Bovine Serum Albumin- 2mg/ml) by
cell free supernatant collected after 120 hrs of incubation with bacterial stains B. megaterium
SN1, B. thuringenesis SN2, B. pumilis SN3, Standard strain B. licheniformis 1483 (collected
from MTCC was used for comparative study). All strains preferred keratin and casein as
preferred substrate. Gelatin was least preferred source as substrate. Maximum utilization of
keratin and casein was by strain SN2 as seen by the absorbance. (Fig. 4.7)
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0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
B.SN1 B.SN2 B.SN3 B.lic.Bacterial Isolates
abso
rban
ce a
t 660
nm
KeratinCaseinGelatinBSA
Figure 4.7: Hydrolysis of protein substrates (Keratin,Casein,Gelatin,Bovine Serum Albumin 2mg/ml ) by cell
free supernatant collected after 120 hrs of bacterial growth {strains identified were B. megaterium SN1, B.
thuringenesis SN2, B. pumilis SN3, Standard strain of B. licheniformis 1483 (collected from MTCC was used
for comparative study)}.All strains preferred Keratin and casein as preferred substrate Gelatin was least
preferred source as substrate . Maximum utilization of keratin and casein was by strain SN2 as seen by the
absorbance.
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4.2 Milk clotting activity (MCA) by isolated bacterial strains
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4.2.1 Protease and Keratinase activity
Protease and keratinase activity of all three isolated bacterial strains and standard Bacillus
licheniformis strain was checked at regular interval. Maximum protease activity of B.
megaterium SN1, B. pumilis SN3 was found at 96hr and B. thuringenesis SN2 at 72 hr then
Bacillus licheniformis at 144 hr (Fig. 4.8). Whereas maximum keratinase activity of B. pumilis
SN3, Bacillus licheniformis was found at 72 hr, B. thuringenesis SN2 at 96 hr, B. megaterium
SN1 at 120 hr (Fig. 4.9).
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0
10
20
30
40
50
60
70
24 48 72 96 120 144 168Time (Hr)
Prot
ease
act
ivity
(U/m
l)
Isolate SN1 Isolate SN2Isolate SN3B.lic.
Figure 4.8: Protease activity of all three isolated bacterial strains and standard Bacillus licheniformis strain
was checked at regular interval
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
24 48 72 96 120 144Time (Hr)
Ker
atin
ase
activ
ity (U
/ml)
Isolate SN1Isolate SN2Isolate SN3B.lic.
Figure 4.9: Keratinase activity of all three isolated bacterial strains and standard Bacillus licheniformis
strain was checked at regular interval
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4.2.2 Milk clotting activity
The result in Table 4.5 summarizes all bacterial isolate and their ammonium sulphate fractions
have caesinolytic activity. Milk clotting activity was seen in crude and ammonium sulphate
fraction of B. megaterium SN1, B. thuringenesis SN2, B. pumilis SN3 except crude and
ammonium sulphate fraction of standard strain Bacillus licheniformis (Fig. 4.10). Interestingly
highest ratio of milk clotting activity (with CaCl2 and MnSO4) to caesinolytic activity in B.
megaterium SN1 (30-60% ammonium sulphate fraction) followed by B. megaterium SN1 (0-30%
ammonium sulphate fraction), B. megaterium SN1 (60-90% ammonium sulphate fraction), B.
pumilis SN3 (0-80% ammonium sulphate fraction), B. thuringenesis SN2 (0-80% ammonium
sulphate fraction). 30-60% ammonium sulphate fraction of B. megaterium SN1 showed highest
milk clotting activity while 0-80% ammonium sulphate fraction of B. pumilis SN3 showed
highest caesinolytic activity. It is not clear whether the coagulation of skimmed milk by bacterial
source of enzyme is due to single action of enzyme or the synergistic action of many enzymes.
But these bacterial strains showed promising proteolytic activity.
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Table 4.5: Milk clotting activity, Caesinolytic activity, Ratio of milk clotting units to caesinolytic activity of
bacterial strain. 0.5 ml of tested materials was added to a test-tube containing 5ml of reconstituted skim milk
solution (10 g dry skim milk/100 ml, 10mM CaCl2 and 10mM MnSO4) preincubated at 35ºC for 5min. The mixture
was mixed well and the clotting time T (s)
Milk clotting activity(SU/ml)
Ratio (SU / OD 660nm)
Bacterial strains CaCl2 MnSO4
Caesinolytic
activity (OD 660nm) CaCl2 MnSO4
B. licheniformis (Crude) ND ND 0.474 0 0
B. licheniformis (0-80%) ND ND 0.426 0 0
B. megaterium SN1 (Crude) 1.429 2.5 0.250 5.716 10
B. megaterium SN1 (0-30%) 10 12.5 0.115 86.96 108.69
B. megaterium SN1 (30-60%) 50 100 0.192 260.4 520.84
B. megaterium SN1 (60-90%) 9.09 11.1 0.132 68.87 84.09
B. thuringenesis SN2 (Crude) 0.83 1.11 0.458 1.81 2.42
B. thuringenesis SN2 (0-80%) 1.11 8.33 0.816 1.36 10.20
B. pumilis SN3 (Crude) 1.25 1.25 0.435 2.87 2.87
B. pumilis SN3 (0-80%) 1.66 14.28 0.644 2.58 22.17
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Figure 4.10: Milk coagulation: B. megaterium SN1, B. thuringenesis SN2, B. pumilis SN3 strain showed milk
clotting activity. C- Control; 1- Crude enzyme of isolate SN1; 2- 0-30% A. S. sample of isolate SN1; 3- 30-60% A. S. sample of isolate SN1; 4- 60-90% A. S. sample of isolate SN1; 5- Crude enzyme of isolate SN2; 6- 0-80% A. S.
sample of isolate SN3; 7- Crude enzyme of isolate SN3; 8- 0-80% A. S. sample of isolate SN3.
Figure 4.11: Milk coagulation: 30-60%, 60-90% A. S. fraction of B. megaterium SN1, crude and 0-80% A. S.
fraction of B. thuringensis SN2 showing floating pellet. C- Control; 1- Crude enzyme of isolate SN1; 2- 0-30% A. S. sample of isolate SN1; 3- 30-60% A. S. sample of isolate SN1; 4- 60-90% A. S. sample of isolate SN1; 5- Crude enzyme of isolate SN2; 6- 0-80% A. S. sample of isolate SN3; 7- Crude enzyme of isolate SN3; 8- 0-80% A. S.
sample of isolate SN3.
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4.2.3 Antimicrobial activity
A visually clear zone around enzyme disk indicates the presence of antibacterial components
against bacterial strain in the enzyme preparation (Table 4.6). B. thuringenesis SN2 showed
antimicrobial activity against Micrococcus luteus and Bacillus subtilis, Bacillus
amyloliquifaceance, Escherichia coli.
This is very important from enzymological view point with respect to characterization, enzyme
catalysis, kinetic study of enzyme etc. These Bacillus sp. presented in this study is useful in
industry regarding food (Dairy Industry).
Table 4.6: Inhibition (mm) of bacterial growth
B. licheniformis B. megaterium SN1
B. thuringenesis SN2
B. pumilis SN3 Reference Strain
Te TS Te TS Te TS Te TS Micrococcus luteus
(MTCC 106) 18 ND 17 ND 20 12 ND ND
Bacillus subtilis (MTCC 1789) 20 ND 20 17 25 10 20 16
Bacillus amyloliquifaceance
(MTCC 1270) 15 10 30 16 20 10 23 ND
Pseudomonas fluroscence
(MTCC 2421) 25 ND ND ND 15 ND 25 22
Escherichia coli (MTCC 1695) 25 13 20 12 20 15 10 ND
Te: Standard antibiotic Tetracycline; TS: Test samples; Values given in mm; ND: Not determined
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4.3 Production and Purification of Protease and Keratinase enzyme from
Bacillus megateruim SN1
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4.3.1 Degradation of feather by Bacillus megateruim SN1
In this study an extracellular protease and keratinase was purified and characterized from
Bacillus megaterium SN1 that was isolated from soil of Poultry waste site in Ghazipur. This is
potential strain degrading feather within 72hrs (fig. 4.12). This is a first report that shows
production extracellular acidic proteases and keratinase. The extra cellular protease and
keratinase was harvested by centrifugation (10,000g, 20 min) of the feather meal media 2 that
was maintained at 30°C, 160 rpm and 72 hrs of incubation with 10% feather.
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BA
Figure 4.12: Degradation of pigeon feathers by the Bacillus megaterium SN1 isolated from soil of Ghazipur poultry
dumping site, India, in submerged cultivation at 30°C. (A) Feather control without the bacterial strain, (B) feather
after 72 hrs of incubation with the bacterial strain showed complete degradation.
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4.3.2 Bacterial growth determination and enzyme production
The isolated colony was grown in media and growth was determined by taking absorbance at
600nm. Protease as well as keratinase level was checked for 7 days after regular interval see Fig.
4.13, 4.14. Protease and keratinase activity was maximum during log phase of growth.
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0
0.05
0.1
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0.2
0.25
0.3
0.35
1 2 3 4 5 6 7Days
O.D
. at 6
00nm
0
10
20
30
40
50
60
Prot
ease
act
ivity
(U/m
l)
Growth determinat ion
Protease act ivity
Figure 4.13: Growth determination and protease activity of isolate SN1 Figure shows that maximum amount of
protease activity 54 units/ml is produced during log phase of growth of Bacillus megaterium. There is drop in the
protease activity in later days of growth (stationary phase).
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0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
1 2 3 4 5 6 7Days
O.D
. at 6
00nm
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
Kera
tinas
e ac
tivity
U/m
l
growth determinat ion
Kerat inase act ivity
Figure 4.14: Growth determination and keratinase activity of isolate SN1 Figure shows that maximum amount of
keratinase 0.7 units/ml is produced when the Bacillus megaterium is during stationary phase of growth (5 days of
incubation) and that there is drop in the keratinase activity in later days of growth.
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4.3.3 Effects of different parameters on enzyme activity
Various substrates like (chicken feather, pigeon feather, hair and nail) were evaluated for the
production of enzyme (Fig. 4.15). Isolated strain B. megaterium SN1 grew in four nutrient
sources and produced protease and keratinase. The maximum yield of protease and keratinase
was seen in basal media supplemented with pigeon feather as compared to other substrate like
chicken feathers, hair and nail. Also complete degradation of the pigeon feather and chicken
feather was seen.
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0
20
40
60
80
100
120
Chickenfeather
Pigeonfeather
Hair Nail
Diff. Substrate
Rel
ativ
e ac
tivity
(%)
Keratinase activity
Protease activity
Figure 4.15: Graph depicts the relative activity of proteases and keratinases in presence of different proteinaceous
substrates. Maximum activity of enzyme was detected in pigeon feathers which were treated as 100% activity.
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4.3.4 Purification of protease and keratinase
The extracellular protease produced by B.megaterium SN1 was purified in two steps by
30-60% ammonium sulphate precipitation followed by strong anion exchange chromatography
on 25 Q sepharose. The recovered active fraction from 30-60% ammonium sulphate of culture
broth was loaded on the 25 Q sepharose column. The bound protease was eluted with 0.2 and
0.4 M NaCl (in 10 mM Tris–HCl buffer, pH 8.0). The fraction showing the presence of
caseinolytic activity was pooled (Fig. 4.16). We report 29.28 fold purification of protease with
295.98 units/mg specific activity. The results of purification of protease from B. megaterium
SN1 are summarized in Table 4.7. Similarly the fractions showing the presence of keratinase
were pooled and 655.64 fold purification of keratinase was achieved with specific activity of
544.69 U/mg protein and 12.4% recovery see Table 4.8. This keratinolytic active fraction was
further separated on SDS polyacrylamide gel electrophoresis for molecular weight determination
and also zymography studies
Many authors have suggested various strategies in purification of keratinases like Correa
et al 2010 [384] reported that the Amazonian bacterium Bacillus sp. P7 produced extracellular
keratinase that was partially purified by 60% ammonium sulphate precipitation, gel filtration
Sephadex G-200, and ion-exchange chromatography SP-Sepharose, DEAE-Sepharose FF,
resulting in a purification factor of 29.8-fold and a yield of 27%. Zhang et al 2009 [385] reported
that a new alkaline keratinase extracted from Bacillus sp. 50-3 by ammonium sulfate
precipitation, DEAE-Sephadex-A50 column and 17.7-fold purification with a yield of 46.5% was
obtained.
Our purification process includes just three steps where we have identified the
concentration of ammonium sulphate that is needed for precipitation of enzyme. In contrast,
some purification protocols described for Bacillus and other microorganisms keratinases
often involve more than two steps that normally contain two kinds of chromatography
procedures [361, 362, 327, 358]. In this study, the purified enzyme comes from a feather
meal medium containing just feather keratin protein; thus, keratinase could be purified
through a relatively simple procedure. On the other hand, the 0–30% ammonium sulfate
precipitation may have removed many unwanted proteins. Hence, this approach to the
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purification of keratinase from Bacillus megaterium SN1 expended less time and energy, further
increasing its biotechnological industrial potential.
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0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
0.45
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 2021222324252627282930
Fractions
0
0.01
0.02
0.03
0.04
0.05
0.06
0.07
ProteaseactivityKeratinaseactivity
Figure 4.16: Activity profile of protease and keratinase isolated from B. megaterium SN 1 by 25 Q sepharose ion
exchange chromatography. The two peaks for protease and keratinase could be separated fraction 2-6 showed the
presence of keratinase activity and protease activity was seen in fraction 19-21.
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Table 4.7: Summary of purification steps of protease from B. megaterium SN1
Purification Step
Total enzyme
activity (U)
Total protein
(mg)
Specific activity (U/mg)
Purification fold
Recovery (%)
Crude enzyme 6212.516 613.887 10.11 1.0 100
(0-30%) (NH4)2SO4
ppt, dialyzed 1196.188 334.601 4.468 0.45 19.25
(30-60%) (NH4)2SO4
ppt, dialyzed 3864.54 637.161 7.581 0.75 62.21
(60-90%) (NH4)2SO4
ppt, dialyzed 2720.96 288.052 11.807 1.16 43.80
25 Q sepharose 95.90 0.324 295.98 29.28 8.02
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Table 4.8: Summary of purification steps of keratinase from B. megaterium SN 1
Purification Step
Total enzyme
activity (U)
Total protein
(mg)
Specific activity (U/mg)
Purification fold
Recovery (%)
Crude enzyme 510 613.887 0.84 1 100
(0-30%) (NH4)2SO4
ppt, dialyzed 192 334.601 0.58 0.69 37.65
(30-60%) (NH4)2SO4
ppt, dialyzed 312 637.161 0.49 0.59 61.18
(60-90%) (NH4)2SO4
ppt, dialyzed 72 288.052 0.25 0.31 14.12
25 Q sepharose 97.5 0.179 544.69 655.64 19.12
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4.3.5 SDS-PAGE and Zymogram analysis
The 25 Q sepharose fraction was analysed on SDS-PAGE (10%), showed presence of single
band indicating a homogeneous preparation. The enzyme has a molecular weight of 30 kDa.
Zymogram activity staining also revealed one clear zone of proteolytic activity against the blue
background for purified sample at corresponding positions in SDS-PAGE (Fig. 4.17, Lane 5). It
is reported in literature that molecular weight of major keratinases, vary from 20 to 50 kDa.
keratinase from B. licheniformis PWD-1 showed MW 33 kDa [324]; B. subtilis KS-1 at MW
25.4 kDa [363]; B. Pseudofirmus FA30-10 ,MW 27.5 kDa [363]; S. Pactum DSM40530 at MW
30 kDa [33], X. maltophilia POA-1 at MW 36 kDa [365], Vibrio sp. kr2 at MW 30 kDa [366],
Chryseobacterium sp. kr6 at MW 64 kDa [362], Microbacterium sp. kr10 at MW 42 kDa [363];
S. albidoflavus K1-02 at MW 18 kDa [367].
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M 1 2 3 4 5
200 150 120 100
80 70 60 50 40 30 25 20 15 10
Figure 4.17: Silver staining of purified enzyme of Bacillus megaterium SN1 on 10% SDS PAGE stained showed molecular weight of 30 kDa. Lane: M, Broad range molecular weight marker; Lane 1: Crude enzyme; Lane 2: 30-60% Ammonium suphate sample; Zymogram- Lane 3: Zymo Crude enzyme; Lane 4: Zymo 30-60% Ammonium
sulphate sample; Lane 5: 25 Q sepharose purified fraction showing molecular weight of 30kDa
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4.3.6 pH Optimum
Activity of the enzyme was determined at different pH ranging from 2.0-11.0. The maximum pH
recorded was 3.0 for protease and keratinase activity. Protease and keratinase activity was found
to be stable in the acidic range starting from the pH 3-7 (Fig 4.18). Maximum activity in the
acidic range suggests a positive biotechnological potential in the food and found that feather
protein can be metabolized which is used as animal feed protein [47, 369, 370]. Additionally, the
relative enzyme activity was higher than 40% even at neutral and some alkaline conditions,
indicating the potential versatility of such enzyme preparations for diverse applications. Several
authors have reported that microbial keratinases typically have temperature optima in the range
of 30–80 °C, and optimum pH in the neutral to alkaline range [371]. For instance, keratinase
from B. subtilis MTCC (9102) presented maximum activity at 40 °C and pH 6.0 [325]; optimal
activity of B. subtilis KS-1 keratinase was observed at 60 °C and pH 7.0 [69]; keratinase from
Streptomyces sp. S.K1-02 showed optimal activity at 70 °C and pH 10.0 [372]; and
Microbacterium sp. kr10 keratinase exhibited maximal activity at 50 °C and pH 7.5 [363].
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0
20
40
60
80
100
120
pH
Rel
ativ
e ac
tivity
(%)
Pro tease activity
Kerat inase act ivity
2 3 4 5 6 7 8 9 10 11
Figure 4.18: Effect of pH on caesinolytic activity and keratinolytic activity of enzyme from Bacillus megaterium
SN1, pH optima was measured by incubating the enzyme with the substrate at different pH values. The maximum
protease and keratinase activity obtained at pH 3.0 and it was considered as 100% activity.
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4.3.7 Temperature Optimum
The thermal stability of the enzyme was also tested at different temperatures 20°C, 30°C, 40°C,
50°C, 60°C, 70°C and 80°C (Fig. 4.19). The optimum temperature recorded was at 60°C for
protease and 70°C for keratinase activity beyond which there was a rapid decline. The protease
and keratinase activity was found to be stable in the temperature range from 40°C to 80°C and
50°C to 70°C respectively.
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0
20
40
60
80
100
120
10 20 30 40 50 60 70 80Temprature (ºC)
Rel
ativ
e ac
tivity
(%)
protease activity
keratinase activity
Figure 4.19: Effect of temperature on caesinolytic activity and keratinolytic activity from Bacillus megaterium SN1.
The relative activity was defined as the percentage of activity detected with respect to the maximum caesinolytic
activity and keratinolytic activity. The maximum protease and keratinase activity obtained at temperature 60°C and
70°C was considered as 100% activity respectively.
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4.3.8 Effect of Metal Ions
Interestingly Mn2+, Co2+ (10mM) strongly activated protease activity by 2.1 fold, 1.28 fold
respectively, whereas Mn2+, Co2+ and Mg2+ strongly activated keratinase activity by 1.17, 1.15
and 1.12 fold respectively by acting as salt or ion bridges that stabilize the enzyme in its active
conformation and might protect the enzyme against thermal denaturation [325, 373]. While Hg2+
and Ba2+ strongly inhibited protease activity and Hg2+ and Fe2+strongly inhibited keratinase
activity. Interestingly presence of Mn2+ activated protease and keratinase activity by 2.1 and 1.17
fold respectively (Fig. 4.20). These results suggest that concerned metal ions apparently played a
vital role in maintaining the active conformation of the enzyme at high temperatures. This is
possible because of the activation by the metal ions.
Hg+2 is recognized as an oxidant agent of thiol groups, and the enzyme inhibition by this ion
could suggest the presence of important -SH groups (such as free cysteine) at or near the active
site [271, 328]. However, Hg2+ might also react with tryptophan residues and carboxyl groups in
amino acids of the enzyme [374].
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0
50
100
150
200
250
Ni Ca Mg Co Cu Mn Hg Zn Fe Ba
Metal ion
Rel
ativ
e ac
tivity
(%)
Protease activity
Keratinase activity
Figure 4.20: Effect of metal ion on protease activity and keratinase activity from Bacillus megaterium SN1. The
relative activity was defined as the percentage of activity detected with respect to protease activity and keratinase
activity without metal ions considered as 100%. The maximum protease activity and keratinase activity obtained
with Mn2+ was observed. Barium could inhibit protease activity.
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4.4 Production and Purification of Protease and Keratinase enzyme from
Bacillus thuringenesis SN2
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4.4.1 Degradation of feather by Bacillus thuringenesis SN2
In this study an extracellular protease and keratinase was purified and characterized from
Bacillus thuringenesis SN2 that was isolated from soil of Poultry waste site in Ghazipur. This
strain degraded feather within 96 hrs (fig. 4.21). The extra cellular protease and keratinase was
harvested by centrifugation (10,000g, 20 min) of the feather meal media 2 that was maintained at
30°C, 160 rpm and 96 hrs of incubation with 10% feather.
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A B
Figure 4.21: Degradation of pigeon feathers by the Bacillus thuringenesis SN2 isolated from soil of Ghazipur
poultry dumping site, India, in submerged cultivation at 30°C. (A) Feather control without the bacterial strain, (B)
feather after 72 hrs of incubation with the bacterial strain showed complete degradation.
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4.4.2 Purification of protease and keratinase enzyme
The extracellular protease and keratinase was produced by B. thuringenesis SN2 was partially
purified by 0-80% ammonium sulphate precipitation. We report that there were 2.92 fold
increases in protease activity with 54.76 % recovery and keratinase activity increases with 1.8
fold and 41.68 % recovery. (Table 4.9, 4.10)
Table 4.9: Summary of purification steps of protease activity from B. thuringenesis SN2
Purification Step
Total enzyme activity
(U)
Total protein
(mg)
Specific activity (U/mg)
Purification fold
Recovery (%)
Crude enzyme 4713.1 66.66 70.71 1 100
(0-80%) (NH4)2SO4 ppt,
dialyzed 2581.96 12.5 206.56 2.92 54.76
Table 4.10: Summary of purification steps of keratinase from B. thuringenesis SN2
Purification Step
Total enzyme activity
(U)
Total protein
(mg)
Specific activity (U/mg)
Purification fold
Recovery (%)
Crude enzyme 249 66.66 4.6 1 100
(0-80%) (NH4)2SO4 ppt,
dialyzed 103.84 12.5 8.3 1.8 41.68
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4.4.3 Bacterial growth determination and enzyme production
The isolated colony was grown in media and growth detected by taking the absorbance at 600nm
and protease as well as keratinase level was checked for 7 days after regular interval see Fig.
4.22, 4.23. Protease and keratinase activity was maximum during stationary phase of growth.
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SN2
0
0.05
0.1
0.15
0.2
0.25
1 2 3 4 5 6 7Days
O.D
. at 6
00nm
0
5
10
15
20
25
30
35
Prot
ease
act
ivity
(U
/ml)
Growth determinat ionProtease act ivity
Figure 4.22: Growth determination and protease activity of B. thuringenesis SN2 Figure shows that maximum amount of protease activity 30 units/ml is produced during log phase of growth. There is drop in the protease
activity in later days of growth (stationary phase).
SN2
0
0.05
0.1
0.15
0.2
0.25
1 2 3 4 5 6 7Days
O.D
. at 6
00nm
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
Ker
atin
ase
activ
ity U
/ml
growth determinat ion
Kerat inase act ivity
Figure 4.23: Growth determination and keratinase activity of B. thuringenesis SN2 Figure shows that maximum amount of keratinase 0.32 units/ml is produced when the Bacillus thuringnesis is during stationary phase of growth
(4 days of incubation) and that there is drop in the keratinase activity in later days of growth.
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4.4.4 Caesin Zymography
Activity staining on gel was confirmed by casein zymography, which was performed in
polyacrylamide slab gels containing SDS and casein (0.12% w/v) as co-polymerized substrate.
Caesinolytic bands were seen to have molecular weight 80 kDa, 60 kDa and 40 kDa (fig. 4.24)
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Figure 4.24: Activity staining on gel was confirmed by casein zymography, which was performed in
polyacrylamide slab gels containing SDS and casein (0.12% w/v) as co-polymerized substrate. Lane: 1, molecular
weight marker; Lane: 2, Crude enzyme; Lane: 3, 0-80% Ammonium sulphate sample. Caesinolytic bands were seen
to have molecular weight 80kDa, 60kDa and 40kDa.
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4.4.5 pH Optimum
Activity of the enzyme was determined at different pH ranging from 3.0-12.0. The optimum pH
recorded was 5.0 for caesinolytic activity and 3.0 for keratinolytic activity. caesinolytic activity
and keratinolytic activity was found to be stable in the acidic range starting from the pH 3-9 (Fig
4.25).
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SN2
0
20
40
60
80
100
120
2 3 4 5 6 7 8 9 10 11 12pH
Rel
ativ
e ac
tivity
(%)
protease act ivity
Kerat inase act ivity
Figure 4.25: Effect of pH on the activity of caesinolytic activity and keratinolytic activity from B. thuringenesis.
SN2. pH optima was measured by incubating the enzyme with the substrate at different pH values. The maximum
caesinolytic activity and keratinolytic activity obtained at pH 5.0 and 3.0 was considered as 100% activity
respectively.
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4.4.6 Temperature Optimum
The effect of temperature of the enzyme was also tested at different temperatures 10°C, 20°C,
30°C, 40°C, 50°C, 60°C, 70°C and 80°C (Fig. 4.26). The optimum temperature recorded was at
40°C for caesinolytic activity and 50°C for keratinolytic activity. The Caesinolytic activity and
keratinolytic activity was found to be stable in the temperature range from 30°C - 60°C.
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SN2
0
20
40
60
80
100
120
10 20 30 40 50 60 70 80
Temprature (°C)
Rel
ativ
e ac
tivity
(%)
Protease act ivityKerat inase act ivity
Figure 4.26: Effect of temperature on caesinolytic activity and keratinolytic activity from B. thuringenesis SN2. The
relative activity was defined as the percentage of activity detected with respect to the maximum caesinolytic activity
and keratinolytic activity. The maximum caesinolytic activity and keratinolytic activity obtained at temperature
40°C and 50°C was considered as 100% activity respectively.
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4.4.7 Effect of Metal ons
Interestingly Mn2+ and Co2+ strongly activated caesinolytic activity by 3.74 and 1.43 fold. Ba2+,
Mg2+, Ca2+ and Mn2+ strongly activated keratinolytic activity by 1.9, 1.52, 1.35 and 1.32 fold (Fig.
4.27). Whereas caesinolytic activity was strongly inhibited by Ba2+ and keratinolytic activity was
strongly inhibited by Fe2+ and Hg2+ (10mM). These results suggest that concerned metal ions
apparently played a vital role in maintaining the active conformation of the enzyme. This is
possible because of the activation by the metal ions. They are to be utilized for the application
purpose, these specific metal ion can be added either for enhancing or inhibiting the activity.
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SN2
0
50
100
150
200
250
300
350
400
Ni Ca Mg Co Cu Mn Hg Zn Fe BaMetal ion
Rel
ativ
e ac
tivity
(%)
Caesinolytic activity
Keratinolytic activity
Figure 4.27: Effect of metal ion on caesinolytic activity and keratinolytic activity from B. thuringenesis SN2. The
relative activity was defined as the percentage of activity detected with respect to caesinolytic activity and
keratinolytic activity without metal ions considered as 100%. The maximum caesinolytic activity and keratinolytic
activity obtained with Mn2+ and Ba2+ was observed respectively.
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4.5 Optimization of protease and keratinase production by Resilient Back
Propagation (RPROP) from Bacillus megaterium SN1
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Experiments were conducted according to the various combinations with different rang
and code of variables as mentioned in Table 4.11 at constant pH, Temperature and RPM. From
the results it is evident that presence of yeast extract and feather is significant in terms of
caesinolytic enzyme production. The combination where NaCl was 0.5gm, Yeast extract 0.13 gm
and Feather was 15g (-1, 1, 1) yielded the maximum amount of caesinolytic enzyme (24.292
U/mg protein). Lowest value (7.8721 U/mg) is reported when the combination is NaCl was 1gm,
Yeast 0.1 gm and Feather was 5g (1, -1, -1).
In terms of keratinolytic enzyme production, it is evident that presence of feather is
significant. The combination where NaCl was 0.5gm, Yeast extract 0.1 gm and Feather was 10g
(-1,-1, 0) yielded the maximum amount of keratinolytic enzyme (17.2314 U/mg protein). Lowest
value (10.5634 U/mg) is reported when the combination is NaCl was 1.5gm, Yeast 0.2 gm and
Feather was 5g (1,0,-1).
Generally artificial neural network offer the advantage of being fact accurate and
valuable for prediction or approximation when numerical and mathematical models are not
adequate. ANN model fits the data very well with our experimentally measured value as shown
in Table 4.13 and 4.15.
Artificial neural network is a powerful generalization model used for prediction of enzyme
activity when the culture parameters are changed. Taking into consideration the result from these
analyses, it was concluded that ANN provides a desirable description of the experimental data
because of its generality and simplicity. A one hidden layer (6 neurons) RPROP network with
tangent-sigmoid transfer function in hidden layer and purelin in output layer was found to be an
optimum topology, which predicted the specific activity for keratinase with order of error 1.88 e-18.
Table 4.11: Range and code of the process variable
Variable Actual Code Actual Code Actual Code
NaCl 0.5g -1 1 g 0 1.5g +1
Yeast Extract 0.1g -1 0.2g 0 0.3g +1
Feather 5g -1 10g 0 15g +1
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Table 4.12: Input –target pairs of network and corresponding predicted values of specific
activity of protease produced by Bacillus megaterium SN1
Input to network S. No.
NaCl Yeast extract Feather
corresponding target Specific activity
prediction by RPROP
Specific activity
1 0 0 0 22.42199 22.42 2 0 0 1 24.07511 24.0779 3 0 1 0 22.95631 21.8528 4 0 1 1 20.92159 21.8623 5 1 0 0 20.30444 20.0973 6 1 0 1 20.48604 21.5615 8 1 1 1 22.55164 21.8427 9 0 0 -1 16.60956 16.6297
13 0 -1 0 19.77484 19.5913 17 -1 0 0 14.59169 21.5527 21 0 -1 -1 15.13072 15.2343 27 -1 -1 -1 20.72026 20.7177
Table 4.13: Specific activity of protease enzyme predicted by trained network for various
combination of NaCl, yeast extract, feather
S. No. NaCl Yeast extract Feather Prediction of Specific activity
7 1 1 0 21.7199 12 1 1 -1 20.9523 14 0 -1 1 21.944 15 1 -1 0 15.302 16 1 -1 1 20.8603 18 -1 0 1 22.895 19 -1 1 0 20.46 20 -1 1 1 24.292 22 1 -1 -1 7.8721 23 -1 -1 0 21.410 24 -1 -1 1 21.52 25 -1 0 -1 21.619 26 -1 1 -1 17.7225
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Table 4.14: Input –target pairs of network and corresponding predicted values of specific
activity of keratinase activity produced by Bacillus megaterium SN1
Input to the network S. No.
NaCl Yeast
extract Feather
Corresponding target Specific activity
Prediction by RPROP Specific
activity
1 0 0 0 15.01413 15.014 2 0 0 1 12.75981 12.759 3 0 1 0 12.59792 12.597 4 0 1 1 14.94694 14.946 5 1 0 0 12.71873 12.718 6 1 0 1 13.59126 13.591 8 1 1 1 17.01308 17.013 9 0 0 -1 15.22162 15.091
13 0 -1 0 16.77419 16.774 17 -1 0 0 14.59169 14.591 21 0 -1 -1 13.35282 13.352 27 -1 -1 -1 16.54015 16.54
Table 4.15: Specific activity of keratinase enzyme predicted by trained network for various
combination of NaCl, yeast extract, feather
S. No. NaCl Yeast extract Feather Prediction of specific activity
7 1 1 0 14.5562 10 0 1 -1 12.9543 11 1 0 -1 10.5634 12 1 1 -1 11.8972 14 0 -1 1 14.9405 15 1 -1 0 13.9996 16 1 -1 1 12.9222 18 -1 0 1 14.3316 19 -1 1 0 14.9583 20 -1 1 1 15.2118 22 1 -1 -1 12.5605 23 -1 -1 0 17.2314 24 -1 -1 1 14.5032 25 -1 0 -1 17.0882 26 -1 1 -1 15.5543
181