I. Younes et al. / Process Biochemistry 47 (2012) 2032–2039
2033
Table 1
surface, RSM can be employed to optimize the process for gather-
ing research results better than classical one-variable-at-a-time or
full-factorial experimentation.
Design of experiment-levels of various process parameters of the Box–Behnken
design.
Parameter
Level
In this work, a Box–Behnken design [11] was employed to
establish the relationship between the reaction variables and the
deproteinization degree. Furthermore, the ridge analysis has been
employed to optimize the experimental conditions permitting the
higher deproteinization degree. The purity level of chitin was fol-
lowed by the evaluation of the mineral and protein contents. Chitin
was then converted to chitosan by chemical deacetylation. The
antibacterial activity of the acid-soluble chitosan of shrimp waste
was investigated.
−
1.0
0.0
1.0
X1: enzyme/substrate ratio (U/mg)
X2: temperature ( C)
X3: incubation time (h)
0
40
1
5
50
3.5
10
60
6
◦
2
.5. Experimental design and statistical analysis
In order to describe the nature of the response surface in the experimental
region, a Box–Behnken design was applied. As presented in Table 1, the experi-
mental design involved three parameters (U1: enzyme/substrate, U2: temperature
and U3: incubation time), each at three levels for low, middle and high concentra-
tions. Table 2 represents the design matrix of a 17 trials experiment. For predicting
the optimal point, a second order polynomial function was fitted to correlate the
relationship between independent variables and response. For the three factors this
equation is
2
. Materials and methods
2.1. Raw material
The shrimp (Metapenaeus monoceros) shells were obtained in fresh condition
from a shrimp processing plant located in Sfax, Tunisia. Shell waste were washed
thoroughly with tap water, mixed with distilled water at a ratio of 1:2 (w/v) and
then cooked for 20 min at 90 C. The cooked sample was drained and homogenized
in a Moulinex blender for about 2 min then used for moisture determination and
kept at −20 C until further use.
◦
yˆ = b0 + b1 X1 + b2 X2 + b3 X3 + b12 X1 X2 + b13 X1 X3
®
◦
2
2
2
+ b23 X2 X3 + b11 X1 + b22 X2 + b33 X3
Commercial chitosan [39280-86-9] was provided by MP Biomedicals LLC France;
13
where yˆ is the predicted response, b0 model constant; X1, X2 and X3 are independent
variables; b1, b2 and b3 are linear coefficients; b12, b13 and b23 are cross product
coefficients and b11, b22 and b33 are the quadratic coefficients.
its degree of acetylation, determined by C NMR, was 0.22.
.2. Chemical analysis of shrimp waste homogenate
The moisture and ash content were determined at 105 C and 550 C, respec-
2
Xj: coded variables related to the natural variables Uj by the following equation:
◦
◦
tively, according to the AOAC [12] standard methods 930.15 and 942.05. Total
nitrogen content of shrimp waste was determined by using the Kjeldahl method.
Crude protein was estimated by multiplying total nitrogen content by the factor
of 6.25. Lipids were determined gravimetrically after soxhlet extraction of dried
samples with hexane.
Xj = (Uj − U0j)/Step of variation
where: U0j = (Uj,high – Uj,low)/2
Step of variation of j = (Uj,high + Uj,low)/2
Uj,high and Uj,low: two extreme levels (high and low) given for each natural vari-
able Uj.
2.3. Microbial strains and enzymes preparation
The coded variables Xj are equal to −1 and +1 when the levels of natural variable
Uj are Uj,low and Uj,high, respectively.
B. mojavensis A21 and Bacillus subtilis A26 were isolated from marine water in
The model coefficients were estimated by a least squares fitting of the model
to the experimental results obtained in the design points (runs no. 1–12). The five
replicates at the center point were carried out in order to estimate the pure error
variance.
The software NEMROD W [22] was used for experimental design data analysis
and quadratic model exploitation. The optimal conditions for deproteinization were
obtained by solving the regression equation and also by analyzing the isoresponse
and response surface contour plots using the same software.
Sfax city by Haddar et al. [13] and Agrebi et al. [14], respectively. Bacillus licheniformis
NH1 was isolated by El Hadj Ali et al. [15] from an activated sludge reactor treat-
ing fishery wastewater. Bacillus licheniformis MP1 [16] was isolated from polluted
seawater from Sfax port. Vibrio metschnikovii J1 [17] was isolated from an alkaline
wastewater of the soap industry. Aspergillus clavatus ES1 [18] was isolated from
wastewater. All strains were identified on the basis of the 16S rRNA gene sequenc-
ing and biochemical properties. The medium used for the isolation of A21, A26,
NH1, MP1 and J1 strains was Luria–Bertani broth medium [19] composed of (g/l):
peptone, 10; yeast extract, 5; NaCl, 5 (pH 7.0). The medium used for the isolation of
ES1 strain was consisted of (g/l): peptone, 5.0; yeast extract, 3.0; skimmed milk 25%
2
.6. Chemical demineralization
(
v/v) and bacteriological agar, 12.0 (pH 9.0). Production of proteases was carried out
◦
Demineralization was carried out in a dilute HCl solution. Solid fractions
in optimized medium of each microbial strain. Media were autoclaved at 120 C for
2
each microbial strain, in 250 ml Erlenmeyer flasks with a working volume of 25 ml.
The cultures were centrifuged 5 min at 10,000 rpm, and the cell-free supernatants
were recovered and concentrated by the addition of solid ammonium sulfate to 80%
saturation.
obtained after hydrolysis by A21 crude protease were treated with 1.5 M HCl in 1:10
0 min. Cultivations were performed on a rotatory shaker in optimal conditions for
◦
(
w/v) ratio for 6 h at 50 C under constant stirring (150 rpm). The chitin product was
filtered through four layers of gauze with the aid of a vacuum pump and washed
◦
to neutrality with deionized water and then dried for 1 h at 60 C. Demineralization
was expressed as percentage and computed by the following equation [21]:
Protease activity was measured by the method described by Kembhavi et al. [20]
using casein as a substrate.
DDM = [
(MO × O) − (MR × R)] × 100
(2)
%
MO × O
2
.4. Deproteinization of shrimp waste by proteases
where MO and MR are ash contents (%) before and after demineralization; while, O
and R represent the mass (g) of deproteinized shell and demineralized residue in
dry weight basis, respectively.
Microbial crude enzyme preparations were tested for their deproteinization effi-
ciency. Two commercial enzymes, bromelain (Smart city) and alcalase (Novozyme)
were chosen as control for deproteinization experiments. Deproteinization tests
were carried out in a thermostated stirred Pyrex reactor (300 ml). Shrimp waste
homogenate (15 g) were mixed with 45 ml distilled water. The pH and temperature
of the mixture were adjusted to the optimum conditions for each enzyme: pH 10.0,
2.7. Deacetylation of chitin
◦
The purified chitin was treated with 12.5 M NaOH in 1:10 (w/v) ratio at 140
C
for 4 h until it was deacetylated to chitosan. After filtration, the residue was washed
with deionized water, and the crude chitosan was obtained by drying in a dry heat
◦ ◦ ◦
0 C for A21, NH1 and MP1 enzymes; pH 8.0, 40 C for A26; pH 11.0, 40 C for J1, pH
5
8
◦
◦
◦
.5, 40 C for ES1, pH 8.0, 50 C for alcalase and bromelain. Then, the shrimp waste
incubator at 50 C overnight.
proteins were digested with crude enzymes. The reaction was then stopped by heat-
ing the solution at 90 C during 20 min to inactivate enzymes. The solid phase was
◦
2.8. 13C CP/MAS-NMR spectroscopic analysis
washed and then pressed manually through four layers of gauze. Deproteinization
was expressed as percentage and computed by the following equation [21]:
Chitosan structural analysis was carried out by 13C NMR (nuclear magnetic res-
onance) with CP/MAS technique (cross-polarization, magic-angle-spinning) using
DDP = [
(PO × O) − (PR × R)] × 100
(1)
%
a BRUKER-ASX300 instrument. NMR spectra were recorded at a 13C frequency of
PO × O
7
5.5 MHz (field of 7.04 T). CP/MAS sequence was used with the following parame-
where PO and PR are the protein concentrations (%) before and after hydrolysis;
while, O and R represent the mass (g) of original sample and hydrolyzed residue in
dry weight basis, respectively.
ters: the 13C spin lattice relaxation time was 5 s; powdered samples were placed in
an alumina rotor used for the double airbearing-type MAS system and spun as fast
as 8 kHz; contact time was 8 ms.