impact of microwave-assisted heating and enzymatic
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Open Access Theses Theses and Dissertations
12-2016
Impact of microwave-assisted heating andenzymatic treatment on functional and antioxidantproperties of rainbow trout (Oncorhynchusmykiss) by-product hydrolysatesElizabeth Bich Hang NguyenPurdue University
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Recommended CitationNguyen, Elizabeth Bich Hang, "Impact of microwave-assisted heating and enzymatic treatment on functional and antioxidantproperties of rainbow trout (Oncorhynchus mykiss) by-product hydrolysates" (2016). Open Access Theses. 884.https://docs.lib.purdue.edu/open_access_theses/884
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Thesis/Dissertation Acceptance
This is to certify that the thesis/dissertation prepared
By
Entitled
For the degree of
Is approved by the final examining committee:
To the best of my knowledge and as understood by the student in the Thesis/Dissertation Agreement, Publication Delay, and Certification Disclaimer (Graduate School Form 32), this thesis/dissertation adheres to the provisions of Purdue University’s “Policy of Integrity in Research” and the use of copyright material.
Approved by Major Professor(s):
Approved by:Head of the Departmental Graduate Program Date
Elizabeth Bich Hang Nguyen
Impact of Microwave-Assisted Heating and Enzymatic Hydrolysis on Functional and Antioxidant Properties of Rainbow Trout(Oncorhynchus Mykiss) By-Product
Master of Science
Dr. Andrea LiceagaChair
Dr. Fernanda San Martin
Dr. Yuan (Brad) Kim
Dr. Owen Jones
Dr. Andrea Liceaga
Dr. Carlos Corvalan 12/7/2016
IMPACT OF MICROWAVE-ASSISTED HEATING AND ENZYMATIC
TREATMENT ON FUNCTIONAL AND ANTIOXIDANT PROPERTIES OF
RAINBOW TROUT (Oncorhynchus mykiss) BY-PRODUCT HYDROLYSATES
A Thesis
Submitted to the Faculty
of
Purdue University
by
Elizabeth Bich Hang Nguyen
In Partial Fulfillment of the
Requirements for the Degree
of
Master of Science
December 2016
Purdue University
West Lafayette, Indiana
ii
For my Mother
iii
ACKNOWLEDGEMENTS
First and foremost, my sincere thanks to Dr. Andrea Liceaga for her guidance throughout
every aspect of my degree and research. Words can never express fully of how much I
appreciate the opportunity and everything you have given me to learn about protein
chemistry.
Thank you to my committee members: Dr. Fernanda San Martin, Dr. Owen Jones and Dr.
Yuan Brad Kim for all their thoughtful suggestions and advice to improve my research.
Many thanks to Bell Aquaculture™ for providing the fish by-products used in this study
and Amber Jannasch at Metabolomics Laboratory (Bindley Bioscience Center) for their
contribution to the amino acid analysis.
Thank you as well to my lab-mates in the protein chemistry lab for your friendship,
advice, and support. Without all of your advice and collaboration my research would not
be where it is today.
Lastly, thank you Connie for your friendship throughout this journey in graduate school.
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TABLE OF CONTENTS
Page
LIST OF ABBREVIATIONS ............................................................................................ vi
LIST OF TABLES ............................................................................................................ vii
LIST OF FIGURES ......................................................................................................... viii
ABSTRACT ....................................................................................................................... ix
CHAPTER 1. LITERATURE REVIEW ......................................................................... 1
1.1 Rainbow Trout Aquaculture in Indiana ..................................................................... 1
1.2 Fish Processing and By-products ............................................................................... 2
1.3 Fish Protein Hydrolysates (FPH) ............................................................................... 4
1.3.1 Enzymes used for FPH .................................................................................... 9
1.3.2 FPH Functionality .......................................................................................... 10
1.3.3 Protein solubility ............................................................................................ 12
1.3.4 Emulsifying activity ....................................................................................... 13
1.3.5 Foaming capacity .......................................................................................... 14
1.4 Antioxidant properties of FPH ................................................................................. 15
1.5 Microwave-assisted hydrolysis as an alternative method for obtaining FPH .......... 17
1.5.1 Microwave-Assisted Hydrolysis .................................................................... 18
1.6 Hypothesis and Research Objectives ....................................................................... 20
1.6.1 Hypothesis ..................................................................................................... 20
1.6.2 Objectives ...................................................................................................... 20
CHAPTER 2. MATERIALS AND METHODS ............................................................ 21
2.1 Materials .................................................................................................................. 21
2.1.1 Experiential Design ....................................................................................... 21
v
2.2 Production of Fish Protein Hydrolysates (FPH) ...................................................... 23
2.3 Proximate composition ............................................................................................ 24
2.4 Degree of Hydrolysis ............................................................................................... 24
2.5 Sodium Dodecyl Sulfate Polyacrylamide Gel Electrophoresis ............................... 25
2.6 Amino Acid Composition ........................................................................................ 26
2.7 Protein Solubility ..................................................................................................... 26
2.8 Emulsifying activity index (EAI)............................................................................. 27
2.9 Foaming properties .................................................................................................. 27
2.10 Surface hydrophobicity ............................................................................................ 28
2.11 Antioxidant Activity ................................................................................................ 29
2.11.1 1 2,2-Diphenyl-1-picryhydrazyl (DPPH) Radical-Scavenging Activity ..... 29
2.11.2 Ferric ion reducing antioxidant capacity (FIRC) ........................................ 29
2.12 Statistical analysis .................................................................................................... 30
CHAPTER 3. RESULTS AND DISCUSSION ............................................................. 31
3.1 Proximate Composition ........................................................................................... 31
3.2 Degree of Hydrolysis (DH) ...................................................................................... 34
3.3 SDS-PAGE .............................................................................................................. 38
3.4 Protein Solubility ..................................................................................................... 40
3.5 Surface Hydrophobicity ........................................................................................... 43
3.6 Emulsifying properties ............................................................................................. 46
3.7 Foaming Properties .................................................................................................. 48
3.8 Free Amino Acid Composition ................................................................................ 51
3.9 DPPH Radical Scavenging Activity of FPH ............................................................ 53
3.10 Ferric ion reducing antioxidant capacity (FIRC) Reducing Power ......................... 58
CHAPTER 4. CONCLUSION ....................................................................................... 60
CHAPTER 5. FUTURE DIRECTIONS ........................................................................ 61
LIST OF REFERENCES .................................................................................................. 61
APPENDIX:RESPONSE SURFACE METHOD DATA ................................................ 73
vi
LIST OF ABBREVIATIONS
FPH Fish protein hydrolysates
CH conventional heating
MW microwave heating
E:S enzyme substrate ratio
DH degree of hydrolysis
PS protein solubility
So surface hydrophobicity
EAI emulsifying activity index
ES emulsion stability
FC foam capacity
FS foam stability (FS),
DPPH 2,2-Diphenyl-1-picryhydrazyl radical-scavenging activity
FIRC ferric ion reducing capacity
vii
LIST OF TABLES
Table .............................................................................................................................. Page
2.1. Treatments of fish protein hydrolysates (FPH) from conventional heating (CH) and
microwave heating (MW). ................................................................................................ 22
3.1. Proximate composition of fish protein hydrolysates (FPH) from conventional heating
(CH) and microwave assisted heating (MW) with Alcalase ............................................. 33
3.2 Degree of Hydrolysis (DH) of fish protein hydrolysates (FPH) from conventional
heating (CH) and microwave assisted heating (MW) with Alcalase ................................ 37
3.3 Surface Hydrophobicity of fish protein hydrolysates (FPH) from conventional heating
(CH) and microwave assisted heating (MW) with Alcalase ............................................ 45
3.4 Free amino acid composition (%) of FPH derived from conventional heating (CH)
and microwave assisted (MW) hydrolysis with Alcalase ................................................. 52
3.5. Antioxidant properties of rainbow trout FPH produced from conventional heating
(CH) and microwave assisted (MW) hydrolysis ............................................................... 56
viii
LIST OF FIGURES
Figure ............................................................................................................................. Page
1.1. Flowchart of enzymatic hydrolysis of fish protein for production of FPH.................. 7
3.1 .SDS-PAGE of fish protein hydrolysates (FPH) produced from conventional heating
(CH) and microwave-assisted heating (MW) ................................................................... 39
3.2 . Protein solubility of fish protein hydrolysates (FPH) produced from conventional
heating (CH) and microwave-assisted heating (MW) at a) pH 3 b) pH 7 and c) pH 9..... 42
3.3 Emulsion activity index (EAI) and emulsion stability (FS) of fish protein hydrolysates
(FPH) from conventional (CH) and microwave heating (MW)........................................ 47
3.4 . Foaming capacity (FC) and foam stability (FS) of fish protein hydrolysates (FPH)
from conventional (CH) and microwave heating (MW).) ................................................ 50
3.5 . DPPH radical-scavenging activity of BHA, and fish protein hydrolysate (FPH) from
conventional (CH) and microwave-assisted (MW) treatments. ........................................ 57
ix
ABSTRACT
Nguyen, Elizabeth B. M.S. Purdue University, December 2016. Impact of Microwave-Assisted Heating and Enzymatic Treatment on Functional and Antioxidant Properties of Rainbow Trout (Oncorhynchus mykiss) By-Product Hydrolysates. Major Professor: Andrea Liceaga.
Fish protein hydrolysates (FPH) have been widely used as a mean to better utilize fishery
by-products through the use of proteolytic enzymes to produce a wide range of functional
peptides that can be used as food ingredients. Studies have shown that these functional
peptides have enhanced interface-stabilizing properties (e.g. functionality) and antioxidant
activity. FPH production can be accelerated by using rapid heating methods (e.g.
microwave) compared to slower conventional heating (CH). The objective of this study
was to investigate the effects of microwave heating (MW) during enzymatic hydrolysis on
functionality and antioxidant properties of FPH. Treatments consisted of adding
Alcalase™ to rainbow trout by-products (frames) at 0.5%, 1.7% and 3.0% (w/v) enzyme
substrate ratio (E:S). Hydrolysis was for 3, 5 and 15 minutes, respectively, using a
microwave system (1200W, 20% power with 50% duty cycle at 50-55°C) and a CH method
(water bath at 50°C). Degree of hydrolysis (DH), protein solubility (PS), emulsifying
activity index (EAI), emulsion stability (ES), foam capacity (FC), foam stability (FS), 2,2-
Diphenyl-1-picryhydrazyl (DPPH) radical-scavenging activity and ferric ion reducing
capacity (FIRC) were evaluated.
x
MW-assisted hydrolysis increased the number of peptide bonds broken (DH) by alcalase
compared to hydrolysis of CH treatments. Protein solubility of MW-FPH was higher than
CH-FPH at pH 3 and 7. MW-FPH (hydrolyzed 5 min with 0.5% E:S) showed higher (P <
0.05) EAI and ES compared to CH-FPH. Foaming capacity and stability were also higher
(P < 0.05) for MW-FPH samples that were hydrolyzed for 15 min (0.5% E:S) compared to
CH-FPH. Antioxidant activity (DPPH and FIRC) of MW-FPH was overall higher (P <
0.05) than CH-FPH. Hence, MW-assisted hydrolysis is an alternative method to produce
FPH in shorter amount of time (higher DH) with improved solubility, emulsifying activity,
foaming properties and antioxidant activity. By-product hydrolysates derived from
microwave-assisted hydrolysis show great potential as value-added food ingredients.
1
CHAPTER 1. LITERATURE REVIEW
1.1 Rainbow Trout Aquaculture in Indiana
Rainbow trout (Oncorhynchus mykiss) is a species of salmonid native to the cold-
water streams, rivers, and lakes that flow into the Pacific Ocean from Alaska to Mexico.
Since rainbow trout belongs to the genus Oncorhynchus, they are related to the Pacific
salmon and other Pacific trout species (Behnke & Tomelleri, 2002). In general, trout
typically contains 73-75% moisture, 19-20% protein, 1-4% lipids and 1-1.5% ash (Y.-C.
Chen & Jaczynski, 2007; Torres, Rodrigo-García, & Jaczynski, 2007). Trout farming is
one of the oldest forms of commercial fish productions in the United States. According to
a report from the U.S. Department of Agriculture, the total sale amount and value of farmed
rainbow trout in the U.S was over 57.8 million pounds and $96 million in 2015,
respectively. Indiana alone produces roughly 1.5 million pounds of fish per year from about
40 farmers estimated at a value of $15 million (USDA, 2016). Rainbow trout aquaculture
for market production began in the early 1960s. Throughout the years, rainbow trout
aquaculture has grown in innovations of management and feed that produced more efficient
production techniques (McGrath, 2015). Sustainable fish farms have been an alternative
approach to harvest these rainbow trout in the Midwest.
In Indiana (Redkey, IN), Bell Aquaculture is an aquaculture farm whose main
goal is to develop a fish farm business that focuses on sustainability and provides high
2
quality fish (Mccowan, 2014). Fish are farmed in a land based containment in a re-
circulating aquaculture systems (RAS). The RAS system was designed in partnership with
the Conservation Fund’s Freshwater Institute. At Bell’s Aquaculture, the fish are raised in
two dozen tanks each containing 70,000 gallons of water where 99.64% of the water is
highly purified and re-circulated (Mccowan, 2014; Slabaugh, 2014). The fish are raised
without antibiotics or hormones and there are no presence of mercury or polychlorinated
biphenlys (PCBs). The fish’s diet is mainly based on soy and soldier-fly larvae protein
instead of fishmeal (Vann, 2016). As of 2014, Bell Aquaculture produced about 2.5
millions pounds of yellow perch (Perca flavescens) and rainbow trout (Oncorhynchus
mykiss) and 300,000 pounds of coho salmon (Oncorhynchus kisutch)(Slabaugh, 2014).
Initially Bell Aquaculture farmed yellow perch, however it was difficult to maintain a
plant-based diet, thus other species were explored. In 2014, Bell expanded their production
to rainbow trout and coho salmon since these fish species can be farmed longer and are
able to maintain a plant-based diet. To further expand Bell’s sustainable business goal, in
2010 they started mass production of Fish Rich™ organic fertilizer from bones and offal
(by-products) after fish processing. The fish fertilizer provides an alternative solution and
usage for the fish offal (by-products) instead of going into landfills (Vann, 2016).
1.2 Fish Processing and By-products
Producing fish fillets for human consumption requires removal of by-products,
which consists of the fish head, viscera, scales, bones, skin, and fins. Commercial
processing uses different mechanical methods to remove these by-products in order to
3
obtain the fish fillets. Mechanical filleting of 100kg of rainbow trout normally recovers
about 40 kg of fish fillets and produces 60 kg of by-products. From the 60kg of by-products
approximately 20kg consists of fish meat and various amounts of fish oil (Torres, Rodrigo-
García, & Jaczynski, 2007) Similarly, commercial filleting of other fish such as codfish
(Gadus macrocephalus), salmon (Salmo salar), tilapia (Oreochromis niloticus) and pollack
(Pollachius), usually yields 60-70% of by-products and 30-40% of fish fillets. Therefore,
approximately 30-40% of the fish is processed primarily into fish fillets and the remaining
60-70% are the fish by-products depending on the types of fish and processing methods
(Ghaly, Ramakrishnan, Brooks, Budge, & Dave, 2013). Fish by-products obtained during
processing are typically used as compost, animal feed and fish waste although they are
comprised of practical and nutritious components such as protein, fat and minerals (Ian M
Mackie, 1982). Moreover, there are many types of proteins present within fish such as
structural proteins, sarcoplasmic proteins and connective tissue proteins (Ghaly,
Ramakrishnan, Brooks, Budge, & Dave, 2013). Since these fish by-products are being
discarded to landfills there should be an alternative to reuse these natural resources that
could supplement human nutritional needs (Torres, Rodrigo-García, & Jaczynski, 2007).
By-products could have significant value if proteins are retrieved from the fish and used as
ingredients in food products. However, it is difficult to recover fish meat that is still
attached to the bones, skins and head using mechanical processing. Therefore, development
of other means is highly desirable to effectively extract fish protein in order to produce
new novel food ingredients and to reduce environmental stress associated with seafood
processing.
4
1.3 Fish Protein Hydrolysates (FPH)
FPH are defined as modified proteins derived from edible, unused fish materials
that have undergone protein hydrolysis, resulting in smaller peptides and ionizable
molecules. Hydrolysis techniques have been improving over the past 50 years by aquatic
industries to use the fish processing byproducts in the most cost-efficient way as possible.
By applying protein hydrolysis techniques, companies are able to gain additional profit and
are able to reduce their waste that would otherwise be released back into the environment
(Hordur G. Kristinsson & Barbara A. Rasco, 2000a).
Research directed towards the benefits and functionality of fish proteins initially
began in the 1960’s by testing the protein components extracted through various solvents
for overall benefits in terms of functional and nutritional properties (Sikorski, Naczk, &
Toledo, 1981). These components, known as fish protein concentrates (FPC), had low
functionality (i.e. solubility) due to the lack of specificity in regards to the peptide bond
cleavage, but had high nutritional values. Further research was carried out for development
of protein hydrolysis methods (Sikorski, Naczk, & Toledo, 1981). Eventually, protein
hydrolysis techniques were established by utilizing peptide bond cleavage in place of
solvent extraction to produce fish protein hydrolysates (FPH), which have higher
functionality than FPC along with the same enhanced nutritional value. Initially, producing
FPH was cost-intensive, restricting the transition from FPC to FPH within the industry.
However, additional research on the degree of hydrolysis, specific enzymes, and the pH of
the treatments has allowed for decrease in cost and increase in usage for the food industry
(Pacheco-Aguilar, Mazorra-Manzano, & Ramírez-Suárez, 2008).
5
Protein hydrolysis can be accomplished through either chemical or enzymatic
hydrolysis techniques. Chemical hydrolysis was one of the first techniques utilized to
produce FPH, where an acid or a base cleaves off the peptide bonds (Spinelli & Dassow,
1982). This less expensive procedure yields products with low nutritional values and
functional properties. Enzymatic hydrolysis is more commonly used for FPH through the
use of proteolytic enzymes to hydrolyze peptide bonds at specific sites, which produces
small polypeptides (hydrolysates) that are capable of modifying and even improving the
functional properties of proteins (Haard, 2001).
For enzymatic hydrolysis of protein, the process and reaction conditions will differ
based on usage of different substrates and enzymes. Fig 1.1. provides an overview of a
typical process for producing fish protein hydrolysates (Hordur G. Kristinsson & Barbara
A. Rasco, 2000a). Typically, the usage of lean fish species is ideal for the substrate since
there is less chance of lipid oxidation. However, fish species that have high amount of
lipids would need additional treatments to remove the lipid layer (Ritchie & Mackie, 1982).
Treatments for removal of fat are usually done through centrifugation or solvent extraction.
Usage of food grade antioxidants such as butylated hydroxytoluene (BHT) or butylated
hydroxyanisole (BHA) can be used to slow down the lipid oxidation process (Gildberg,
1993; Hoyle & Merritt, 1994; Liceaga-Gesualdo & Li-Chan, 1999; Ian M Mackie, 1982).
When extracting fish meat for hydrolysis, the viscera are first removed followed by
washing and mincing the fish using a meat grinder. Afterwards, homogenization occurs
using minced fish and equal amount of distilled water in a blender until a viscous
homogeneous mixture is achieved. The mixture is stirred and adjusted for pH and
temperature to create optimal condition for the enzyme activity. A water bath is used to
6
maintain a constant temperature during the enzymatic reaction. Commercial protease is
added to the slurry in various concentrations and the enzymatic reaction varies from
minutes to hours depending on the experiment (Hordur G. Kristinsson & Barbara A. Rasco,
2000a; Liceaga-Gesualdo & Li-Chan, 1999). In general, for any hydrolysis process to occur
five independent variables must be considered: S (protein substrate concentration: %N
×6.25), E:S (enzyme-substrate ratio in % or activity units per kg N×6.25), pH, time and
temperature (Adler‐ Nissen, 1984). During the enzymatic reaction, an initial rapid phase
occurs where large peptides bonds are hydrolyzed at specific sites, which produces
hydrolysates; later the rate of enzymatic hydrolysis decreases as it reaches a stationary
phase (Haard, 2001; Shahidi, Han, & Synowiecki, 1995).
7
Fig. 1.1. Flowchart of enzymatic hydrolysis of fish protein for production of FPH Adapated from Hordur G. Kristinsson & Barbara A. Rasco, 2000a-b
8
In order to quantify the extent of protein hydrolysis (protein breakdown) as well as
the reaction kinetics, the degree of hydrolysis (DH) is used. DH measures the amount of
peptides cleaved during hydrolysis (Adler-Nissen, 1986), thus a higher DH is indicative of
more peptide bonds cleaved resulting in lower molecular weight peptides. As the desired
DH is reached, the enzymatic reaction is terminated by either heat treatment or by lowering
the pH. For inactivation by heat, the slurry mixture is transferred to a water bath where the
enzymes are inactivated (pasteurized) by higher temperatures ranging from 75 to 100°C
for 5 to 30 min depending on the enzyme used (Hordur G. Kristinsson & Barbara A. Rasco,
2000a). As for chemical inactivation, the pH of the slurry would be either lowered or raised
until the enzyme deactivates. The type of enzyme used and its sensitivity towards heat or
pH determines the method for termination of the hydrolysis. The final step of the FPH
process consists on centrifuging the slurry mixture to separate insoluble solids and lipids
from the soluble protein fraction. The centrifuged slurry is decanted and the soluble
fraction (supernatant) is collected and freeze dried to obtain FPH (Hordur G. Kristinsson
& Barbara A. Rasco, 2000a; Liceaga‐ Gesualdo & Li‐ Chan, 1999).
The primary drawback for using protein hydrolysates in the food industry is the
possibility of producing bitter taste due to release of bitter hydrophobic peptides (Szente
& Szejtli, 2004). However, the bitter taste can be masked using other flavors or using
debittering process such as treatment with activated carbon, extraction with alcohol
isoelectric precipitation, chromatography on silica gel and hydrophobic interaction
chromatography (Saha & Hayashi, 2001).
In summary, enzymatic hydrolysis of fish by-products is a strategic approach for
effective protein recovery from the fish and for application to improve and upgrade the
9
functional and nutritional properties of fish proteins. Studies have shown that protein
hydrolysates can be prepared from underutilized fish species or fish by-products such as
round scad muscle (Decapterus maruadsi), bluewing searobin (Prionotus punctatus),
Atlantic salmon by-products (Salmon salar), and cod (Gadus morhua) with improved
functional properties (dos Santos, Martins, Salas-Mellado, & Prentice, 2011; Gbogouri,
Linder, Fanni, & Parmentier, 2004; Šližytė, Daukšas, Falch, Storrø, & Rustad, 2005;
Thiansilakul, Benjakul, & Shahidi, 2007).
1.3.1 Enzymes used for FPH
The production of enzymatic protein hydrolysates involves the addition of
proteases derived from plants and microorganisms (Ian Mackenzie Mackie, 1974).
Commercial enzymes such as Alcalase, Flavourzyme, Netutrase, pepsin, and papain are
mainly used to hydrolyze fish proteins. These enzymes must be food grade in order to be
used in FPH production. Also, the microbial origins of the enzymes have to be non-
pathogenic. Selection of enzymes should be based on conditions such as temperature, pH,
and enzyme/substrate (E:S) ratio for optimal functionality and efficiency (Hordur G.
Kristinsson & Barbara A. Rasco, 2000a).
Alcalase is an alkaline endopeptidase enzyme produced from Bacillus
licheniformis, which has been shown to produce hydrolysates with good functional
properties compared to other enzymes. It is a commercially available food grade enzyme
that has been widely used to produce FPH due to its high thermostability and wider of
optimal pH range (Adler-Nissen, 1986; Liceaga-Gesualdo & Li-Chan, 1999; Pacheco-
Aguilar, Mazorra-Manzano, & Ramírez-Suárez, 2008; Quaglia & Orban, 1990). Alcalase
10
is the most commonly used enzyme that has exhibited higher functional properties,
protein content and nutritional values compared to other commercial enzymes (Benjakul
& Morrissey, 1997; Quaglia & Orban, 1987). Overall, Alcalase is also the most cost
effective enzyme compared to other alkaline proteases in muscle proteins hydrolysis
(Hordur G Kristinsson & Barbara A Rasco, 2000).
1.3.2 FPH Functionality
Proteins are considered as functional ingredients due to their broad range of
functional properties, processing flexibility and the ability to form networks and structures
within food components. Functionality of food proteins is defined as “any physicochemical
property which affects the processing and behavior of protein in food systems as judged by
the quality attributes of the final product” (Kinsella, 1982). The characteristics of protein
hydrolysates directly affect the functional properties and their usage as food ingredients
(Giménez, Alemán, Montero, & Gómez-Guillén, 2009). Functional properties of proteins
are based on their physical and chemical characteristics such as amino acid composition,
molecular size and shape and, environmental factors including pH, temperature and ions
(Geirsdottir, Sigurgisladottir, Hamaguchi, Thorkelsson, Johannsson, Kristinsson, et al.,
2011). Protein hydrolysates have essential amino acids, which provide both functional
properties and nutritional benefits (Hordur G. Kristinsson & Barbara A. Rasco, 2000b;
Phillips, Whitehead, & Kinsella, 1994). Solubility, emulsifying activity and foamability
are some of the functional properties of protein hydrolysates that have been demonstrated
in food applications. For example, proteins collagen (gelatin) can be used as gelling agents,
11
while milk proteins can be applied as emulsifying agents and egg proteins as foaming
agents.
Having high solubility is a desired characteristic for FPH and is usually achieved
by having high degree of hydrolysis. High degree of hydrolysis also influences other
functional properties such as emulsifying and foaming properties (Gbogouri, Linder, Fanni,
& Parmentier, 2004). FPH have increased hydrophobicity and net charge, higher capability
to solubilize proteins, decreased lipid content, and emulsifying capabilities (Hordur G.
Kristinsson & Barbara A. Rasco, 2000a-b; Liceaga‐ Gesualdo & Li‐ Chan, 1999).
Enzymatic hydrolysis enables proteins to be cleaved into smaller peptides, which alters the
hydrophobicity, charge balance and conformation compared to their native structure (Hall,
1996).
Studies have shown that FPH from enzymatic hydrolysis have several functional
properties such as high solubility, emulsifying capacity and stability and foaming capacity
and stability (Giménez, Alemán, Montero, & Gómez-Guillén, 2009; Liceaga‐ Gesualdo &
Li‐ Chan, 1999; Pacheco-Aguilar, Mazorra-Manzano, & Ramírez-Suárez, 2008;
Thiansilakul, Benjakul, & Shahidi, 2007). The individual characteristics of the hydrolysate
will differ based on the type of enzyme, pH, temperature and time as well the species of
fish being used (Pasupuleti & Braun, 2008). Overall, the application of FPH can be used
in the food industry as flavor enhancers, milk replacers, protein supplements, and beverage
stabilizers (Hordur G. Kristinsson & Barbara A. Rasco, 2000b).
12
1.3.3 Protein solubility
Solubility is an important functional property in proteins due to its significant
influence on other functional properties such emulsion and foaming activity. Proteins
must have high solubility in order to create good emulsion, foam and gel. Proteins at or
near their isoelectric point (pI) have low solubility, which impacts other functional
protein properties. Thus, measuring proteins at different pH values creates a range of
activity to determine their optimal solubility. In general, the pI of fish muscle protein
ranges between 5.0 and 6.0. A study using rainbow trout by-products reported that the pI
for trout is at pH 5.5 and the protein solubility increases below pH 5 and above pH 6
indicating that trout proteins can be solubilized in both acidic and basic environment (Y.-
C. Chen & Jaczynski, 2007).
Protein solubility is related to the interaction of surface hydrophobic and
hydrophilic molecules with water. Most native proteins have hydrophobic amino acids
buried within their tertiary structure. However, during hydrolysis, enzymes cleave the
peptide bonds causing the release of the hydrophobic groups. Additionally, there is an
increase in hydrophilic ionic residues of amino and carboxyl groups at the cleavage sites.
These ionic residues produce electrostatic repulsion between the peptides resulting in
increased protein solubility (Kinsella, 1982; Vojdani, 1996). In general, cleaving larger
molecular weight proteins into smaller polypeptides has shown to increase solubility in
proteins (Hall, 1996).
13
1.3.4 Emulsifying activity
Proteins are emulsifiers; they help to stabilize thermodynamically unstable
emulsion. Without an emulsifier, the emulsion will separate over time due to the attraction
among the droplets in the dispersed phase. An emulsifier must have both hydrophilic and
hydrophobic parts that face the oil and water phases to be considered as having good
emulsion capacity (Damodaran, 1994). The balance of forces from inference between water
and oil creates a stable emulsion (Hall, 1996). In order to have good emulsion stability, the
emulsifier should be able to withstand Vander Waals forces between droplets and the oil-
water interface to prevent clustering. Proteins must have adequate solubility, flexibility in
their protein backbone molecules and sufficient hydrophobicity to be considered as good
emulsifier (Damodaran, 1994; Hall, 1996) .
The emulsifying property of FPH is based on the effectiveness of the hydrolysate
in lowering the interfacial tension between the hydrophobic and hydrophilic components
in food (Amiza, Kong, & Faazaz, 2012).The mechanism behind the emulsification process
is the absorption of proteins to the surface of freshly formed oil droplets during
homogenization and formation a protective membrane that prevents droplets from
coalescing (Gbogouri, Linder, Fanni, & Parmentier, 2004). Heat denaturation or alteration
the tertiary structure of the protein can improve the emulsion by unfolding the hydrophobic
interior and have a balance of hydrophobic–hydrophilic equilibrium. However, intact or
bulky protein results in less solubility in water and displays poor emulsifying properties
even after denaturation or alteration process (Hall, 1996). Enzymatic hydrolysis of intact
protein results in release of amino acid containing of hydrophobic and hydrophilic groups.
14
Emulsifying activity measures the distribution of the particle size in the dispersed
phase through spectroturbidity estimation (Pearce & Kinsella, 1978). Emulsion activity
index (EAI) evaluates the ability of the protein to assist with the formation as well as the
stabilization of emulsions by providing units of area of the interface, which is stabilized
per unit weight of protein.
A study regarding the benefits of FPH has noted that the emulsifying stability can
exceed 120 minutes (Liceaga-Gesualdo & Li-Chan, 1999). However, there are
contradictory evidences on emulsifying properties FPH. While, it is true that enzymatic
hydrolysis results in smaller peptides with high solubility that can orient themselves at the
interface of the emulsion very rapidly, some very small peptides are not able to reorient
themselves at the interface, which could lead to interfacial tension and emulsion instability
(Pacheco-Aguilar, Mazorra-Manzano, & Ramírez-Suárez, 2008). Therefore, enzymatic
hydrolysis of protein needs to be controlled to obtain desired emulsifying properties.
1.3.5 Foaming capacity
Foam is a two-phase system consisting of water encapsulating air bubbles with an
air –water interface (Wierenga & Gruppen, 2010). Proteins are able to generate foaming
properties through rapid adsorption during the transient stage of foam formation
(Damodaran, 1994). Foaming properties rely on the surface properties, similar to
emulsifying properties, where it lowers the interfacial tension at the liquid-air interface in
order to stabilize the foam (Pearce & Kinsella, 1978). In a foam matrix, hydrophobic group
of the protein extends into the air and hydrophilic groups into the aqueous phase, which
are able to lower the interfacial tension between the two phases (Hordur G. Kristinsson &
15
Barbara A. Rasco, 2000a). The reduction of the interfacial tension is due to the release of
hydrophobic side chain amino acids and also the formation of free hydrophilic groups
(COOH and NH2) upon hydrolysis (Hordur G. Kristinsson & Barbara A. Rasco, 2000a;
Wilde & Clark, 1996). Enzymatic hydrolysis such as FPH production reduces the
molecular weights of the peptides, which as a result, increases the rate of diffusion of the
peptides to the air-water interface thus improves the protein foamability compared to intact
protein. Foamability focuses on the amount of interfacial area that the protein can create
per unit weight or concentration. The formation of foam is based on three factors;
transportation, penetration and reorganization of molecules at the air-water interface
(Klompong, Benjakul, Kantachote, & Shahidi, 2007). Proteins must be able to be adsorbed
rapidly at the air-water interface to lower the surface tension and to reduce the ability to
unfold and to rearrange at the interface (Damodaran, 1997; Martin, Grolle, Bos, Stuart, &
van Vliet, 2002). Foam stability focuses the protein stabilization and surface denaturation
against gravitational and mechanical stresses during foaming over a period of time
(Damodaran, 1994; Wilde & Clark, 1996).
1.4 Antioxidant properties of FPH
Lipid oxidation and formation of secondary lipid peroxidation products within
foods is a great concern in food industry because it deteriorates food quality. Oxidation
causes rancidity of lipids, production of toxic oxidation compounds, unpleasant flavor,
color and texture in the food matrix (Naqash & Nazeer, 2011).
Many synthetic antioxidants such as butylated hydroxyanisole (BHA), butylated
hydroxytoluene (BHT), tert-butylhydro-quinone (TBHQ) and n-propyl gallate are
16
commonly used in food. These antioxidants exhibit stronger antioxidant activity than
natural antioxidant such as ascorbic acid (Giménez, Alemán, Montero, & Gómez-Guillén,
2009). However, the uses of synthetic antioxidant are strictly regulated due to potential
health hazards. Therefore, there is a need for alternative natural antioxidant sources
including some proteins. There has been an increased interest on research related to FPH
as a potential natural source of antioxidant for the past decade. Studies have shown strong
antioxidant activity from proteins hydrolysates prepared from various fish protein sources
such as, yellowfin sole (Limanda aspera) frame, Alaska pollack (Theragra chalcogramma)
frame, round scad muscle (Decapterus maruadsi) and Pacific hake (Merluccius productus)
(Je, Park, & Kim, 2005; Jun, Park, Jung, & Kim, 2004; Samaranayaka & Li-Chan, 2008;
Thiansilakul, Benjakul, & Shahidi, 2007).
Protein hydrolysates are the major source of bioactive peptides, which are short
chain peptides with certain biological properties such as enzyme inhibition, antioxidant
ability or anti-hypertensive effects (Nazeer & Anila Kulandai, 2012). These peptides are
inactive in their native structure. However, enzymatic hydrolysis by autolytic enzymes or
addition of proteolytic enzymes at certain levels is capable of releasing the bioactive
molecules (Hall, 1996; Samaranayaka & Li-Chan, 2008). These peptides usually contain
3-20 amino acids residues, and are dependent on their amino acid sequence and
composition as well as the hydrophobicity (Bougatef, Hajji, Balti, Lassoued, Triki-Ellouz,
& Nasri, 2009). Proteins can inhibit lipid oxidation by biologically designed mechanism
such as antioxidant enzymes and iron-binding protein or by nonspecific mechanism. The
antioxidant activity of proteins is possible due to their ability to inactivate reactive oxygen
species, scavenge free radicals, chelate transition metals, and reduce hydroperoxides. It has
17
been reported that antioxidant peptides are able to chelate metals or participate in
hydrogen/electron donating activity, which allows them to interact with free radicals and
terminate the radical chain reaction (Ren, Zhao, Shi, Wang, Jiang, Cui, et al., 2008). Studies
also have shown that hydrophobic amino acids residues such as histidine, proline,
methionine, cysteine, tyrosine, tryptophan and phenylalanine contribute to antioxidative
activities of the peptides (Je, Qian, Byun, & Kim, 2007; Ren, et al., 2008). In addition,
peptides that have hydrophobic amino acid sequences could potentially interact with lipid
molecules and donate protons to lipid derived radicals (Je, Qian, Byun, & Kim, 2007).
1.5 Microwave-assisted hydrolysis as an alternative method for
obtaining FPH
One of the limitations of the FPH production process is the extended hydrolysis
time required when conventional heating methods (i.e. water bath) are used. However, this
limitation can potentially be overcomed by using microwave radiation as an alternative-
heating source. Due to its penetration capacity and dependence on the dielectric properties
of the medium, susceptible materials can heat up very rapidly as compared to conventional
heating methods. In particular, heating of protein is achieved by both absorption of
microwave energy by rotation of bipolar hydration water molecules and translation of the
ionic components of the proteins (Ohlsson & Bengtsson, 2001). During this process, the
polar molecules are associated with the changing magnetic field of the microwave, convert
the absorbed energy into heat, which accelerates chemical, biological and physical
processes (Roy, Mondal, & Gupta, 2003). The energy transmission in microwave radiation
18
occurs primarily from dielectric losses while in conventional heating the heat energy is
transferred by conduction and convection processes (de la Hoz, Diaz-Ortiz, & Moreno,
2005). Recently, Singh et al (2013) used a molecular dynamic modeling approach to
demonstrate that the exposure of soybean hydrophobic protein to low intensity electric
fields causes the proteins to re-orient under the field without significant changes in protein
structure; whereas exposure to high intensity electric fields resulted in protein unfolding
and loss of the majority of the helical structures within the protein (Singh, Orsat, &
Raghavan, 2013). Hydrolysates from microwave treatments are typically obtained in
minutes, as opposed to hours with conventional heating methods (F. Javier Izquierdo,
Peñas, Baeza, & Gomez, 2008; Pramanik, Mirza, Ing, Liu, Bartner, Weber, et al., 2002).
Microwave radiation has also been used in combination with high pressure for rapid
enzymatic hydrolysis of β-lactoglobulin that produced smaller peptides in minutes (F
Javier Izquierdo, Alli, Gómez, Ramaswamy, & Yaylayan, 2005). To our knowledge, no
research has been conducted on the hydrolysis of rainbow trout by-products with the
assistance of microwave heating to produce FPH.
1.5.1 Microwave-Assisted Hydrolysis
Microwave-assisted hydrolysis enhances proteolytic cleavage of proteins and
higher degree of hydrolysis (DH) due to rapid heat transfer (F. Javier Izquierdo, Peñas,
Baeza, & Gomez, 2008; Pramanik, et al., 2002). This is due to microwave irradiation that
induces rapid heating from polar constituents within the protein that enables dipole rotation
and ionic drifting (Ho, Ferruzzi, Liceaga, & San Martín-González, 2015). The rapid heat
transfer allows the protein to become unfolded faster thus increasing the rate of hydrolysis
19
(Uluko, Zhang, Liu, Tsakama, Lu, & Lv, 2015). The pretreatment with microwave heating
makes the protein bonds more susceptible for enzyme hydrolysis by allowing folding and
unfolding of protein due to increased initial rate of hydrolysis and catalytic efficiency of
the enzymes (Uluko, Zhang, Liu, Chen, Sun, Su, et al., 2013). The direct absorption of the
microwave energy by the polar substrates of the enzyme could generate higher functional
groups generated during the enzymatic reaction (Mazumder, Laskar, Prajapati, & Roy,
2004). Conventional heating uses both conduction and convection heating, causing gradual
heat transfer and produces a steady rate of hydrolysis for slower unfolding of the protein
(Mazumder, Laskar, Prajapati, & Roy, 2004; Pramanik, et al., 2002)
20
1.6 Hypothesis and Research Objectives
1.6.1 Hypothesis
• Fish protein hydrolysates (FPH) derived from microwave-assisted hydrolysis
have improved functional properties compared to conventional heating (CH).
1.6.2 Objectives
1. To use microwave-assisted hydrolysis to prepare FPH with improved
functional and antioxidant properties
2. Determine the functional properties of FPH derived from microwave
heating.
3. Determine the antioxidant activity of FPH derived from microwave
heating.
4. Compare these properties to FPH derived from conventional heating.
21
CHAPTER 2. MATERIALS AND METHODS
2.1 Materials
Fresh Rainbow trout (Oncorhynchus mykiss) fish frames were obtained from Bell
Aquaculture™ (Redkey, IN, USA). The fish frames were immediately transported to the
Food Science department at Purdue University on ice and frozen at -20 °C until used. The
enzyme used was Alcalase™ 2.4 AU-A/g (Novozyme, Franklinton, N.C., U.S.A.) with
declared activity of 2.4 Anson Units per gram (AU/g). All chemicals used in this research
were reagent grade unless otherwise specified. Chemicals and materials were obtained
from suppliers: VWR International (Radnor, PA, USA), Sigma Aldrich (St. Louis, MO,
USA), and Thermo Fisher Scientific (Waltham, MA, USA).
2.1.1 Experimental Design
A central composite design (CCD) was produced by MINITAB® Version 16.0 (Minitab
Inc, State College, PA). A total of 13 treatments were generated in order to evaluate the
functional properties of microwave and conventional-heat treated hydrolysates (Table 2.1)
below. A preliminary experiment was carried out to evaluate different enzyme
concentrations and hydrolysis times on functional properties. Based on data from these
preliminary trials, the best treatment conditions were selected for further study.
22
Table 2.1. Treatments of fish protein hydrolysates (FPH) from conventional heating
(CH) and microwave heating (MW).
Treatments Hydrolysis Time (min)
Enzyme:Substrate Ratio (%)
1 10 0.02 2 10 1.7 3 10 1.7 4 10 3.5 5 15 3.0 6 17 1.7 7 3 1.7 8 10 1.7 9 10 3.0 10 5 3.0 11 10 1.7 12 15 0.5 13 5 0.5
23
2.2 Production of Fish Protein Hydrolysates (FPH)
FPH were produced as described previously with some modifications (Liceaga‐Gesualdo
& Li‐Chan, 1999). Fish frames were thawed at 4°C overnight and washed once using
distilled water. Skin and fins from the frames were removed and frames were cut into
smaller pieces. Frames were homogenized for 2 min using a commercial blender (Waring
Commercial, Stanford, CT, USA) with 1:2 (w/v) fish weight to distilled water ratio.
Alcalase was added to the fish slurry at 0.5%, 1.7%, and 3.0% (w/v) enzyme/substrate
ratio (E:S), respectively. Samples were heated using a microwave system (FISO
Technologies Inc., Quebec, Canada) for 3, 5, and 15 min. For the microwave heating
treatments, 20% power with 50% duty cycle at 1200W was used and the temperature was
maintained at 50-55°C during hydrolysis for optimal enzyme activity using an optical
fiber probe in the microwave vessel. Similarly, conventional heating (CH) method (using
a water bath) was applied for 3, 5, and 15 min. For the conventional heating treatments,
temperature of the slurry was brought to 50°C before adding Alcalase. The temperature
of the slurry was measured using a thermocouple and maintained at 50-55°C during
hydrolysis. After hydrolysis, samples were pasteurized (in a water bath) at 90°C for 15
minutes to inactivate the enzyme. Samples were cooled and centrifuged (17,700 x g) for
15 minutes at 4°C (Avanti J-26S Centrifuge, Beckman-Coulter INC. CA, USA). The
supernatant was collected, freeze-dried, and stored in polypropylene tubes (50 mL) at -
20oC until further use.
24
2.3 Proximate composition
Freeze dried FPH was analyzed for moisture and ash, using standard methods of
AOAC 950.46(b) and 920.153, respectively (AOAC, 2005). Total moisture was
determined using an air-drying method in a forced draft oven at 100°C for 16-18 hours and
was cooled in a desiccator before weighing. Ash content was determined by incineration
in a muffle furnace at 550°C overnight.
Total crude fat content was analyzed according to the AOAC International Method
960.39 through a Soxhlet semicontinous extraction using petroleum ether. Extraction was
done for duration of 6-8 hours with a rate of 4-6 drops per second condensation.
Total crude protein content was determined using standard AOAC methods 984.13
(A-D); total protein content was reported as a percent N using the standard conversion
factor 6.25. The average yield was calculated by determining the weight of the freeze-dried
FPH as a percentage of total fish weight used (Hoyle & Merritt, 1994)
2.4 Degree of Hydrolysis
Degree of hydrolysis (DH) was measured using trinitrobenzene sulfonic acid (TNBS) as
described previously with some modifications (Adler-Nissen, 1979; Liceaga‐ Gesualdo &
Li‐ Chan, 1999). Triplicate aliquots (1 mL) from each hydrolysis treatment were mixed
with 1 mL of 24% Trichloroacetic acid (TCA) and centrifuged (12,100 x g) for 5 min.
Supernatant (0.2 mL) was mixed with 2 mL of 0.2 M sodium borate buffer (pH 9.2) and 1
mL of 4 mM of TNBS. The solution was vortexed followed by incubation in the dark at
room temperature for 30 min. Then, 1 mL of 2.0 M NaH2PO4 with 18 mM Na2SO3 was
added. Absorbance was measured at 420 nm using an UV-Visible spectrophotometer
25
(Beckman, Irvine, CA, USA). Degree of hydrolysis (% DH) was defined as the ratio of the
number of peptide bonds broken (h) to the total number of bonds per unit weight (htot),
expressed as a percentage, using the following equation (1):
% Degree of hydrolysis (DH) = �ℎ
ℎ𝑡𝑡𝑡𝑡𝑡𝑡� × 100 (1)
The total number of peptide bonds (htot ) is expected to be 8.6 meq/g in fish protein
(Adler-Nissen, 1979). Hydrolysis equivalents (h) will be dependent on the free amino
groups present as determined by using the TNBS method.
2.5 Sodium Dodecyl Sulfate Polyacrylamide Gel Electrophoresis
SDS-PAGE (sodium dodecyl sulfate polyacrylamide gel electrophoresis) was
performed on the trout hydrolysate prepared by both conventional and microwave-assisted
heating as described previously with some modifications (Liceaga‐ Gesualdo & Li‐ Chan,
1999). Samples were diluted to final protein concentration of 8 mg/ml using a sample
buffer consisting of 2 μL 2-mercaptoethanol, 20 μL 10% SDS, and 2 μL 1% bromophenol
blue (tracking dye) in 0.0625M Tris/HCl (pH 6.8). The samples were heated in a boiling
water bath for 10 min, and centrifuged at 13,000 x g for 1 min. The samples (0.5 μL) were
loaded onto a PhastSystem electrophoresis (GE-Healthcare, VWR, NJ, USA) using
PhastGel gradient 10 to 15 polyacrylamide gel. The gel was ran at 500 V, 5.0 mA, 3.0 W,
for 1 volt hour (Vh) at 15°C. The gel was stained with Coomassie blue (0.1% Phastgel blue
R solution in 30% methanol and 10% acetic acid), destained (30% methanol, 10% acetic
acid) and preserved (10% acetic acid, 5% glycerol). Wide range molecular weight
standards (Sigma-Aldrich, St. Louis, MO, USA) were used for molecular weight
26
estimations.
2.6 Amino Acid Composition
Amino acid composition of the CH-FPH and MW-FPH was performed in Bindley
Bioscience Center Metabolomics Laboratory, Purdue University. Samples were
precipitated with TCA and mixed at 1:1 (v/v) supernatant to acetonitrile. Analysis was
performed using Agilent 6460 QQQ LC/MS/MS system with HILIC chromatography
column and amino acid standards (Pierce, Rockford, IL, USA) were used for calibration.
2.7 Protein Solubility
Peptide solubility (PS) was determined as reported by Chobert, Bertrand-Harb, & Nicolas,
1988 with some modifications. Lyophilized FPH (0.25g) was dissolved in 10 mL buffer
solutions and diluted 16.7 fold to prepare solutions at pH 3, 7 and 9. The buffer solutions
used consisted of 0.1M acetate buffer (pH 3), 0.1M sodium phosphate (pH 7) and 0.1M
Tris/HCl buffer (pH 9). Protein content was determined using the Bicinchoninic acid (BCA)
protein assay according to the manufacturer’s protocol using bovine serum albumin as the
standard (Thermo Fisher Scientific, Rockford, IL, USA) before and after centrifugation at
4000 x g for 30 min at 20°C using the following equation (2).
%𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃 𝑆𝑆𝑃𝑃𝑆𝑆𝑆𝑆𝑆𝑆𝑃𝑃𝑆𝑆𝑃𝑃𝑃𝑃𝑆𝑆 =𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃 𝑐𝑐𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃 𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴 𝑐𝑐𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑐𝑐𝑆𝑆𝑐𝑐𝑐𝑐𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃 𝑐𝑐𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃 𝐵𝐵𝐴𝐴𝐴𝐴𝐵𝐵𝐴𝐴𝐴𝐴 𝑐𝑐𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑐𝑐𝑆𝑆𝑐𝑐𝑐𝑐𝑃𝑃𝑃𝑃𝑃𝑃𝑃𝑃
× 100% (2)
Analysis was conducted in triplicate and results were reported as percentage of protein
solubility.
27
2.8 Emulsifying activity index (EAI)
EAI was measured using the spectroturbidimetric procedure of (Pearce & Kinsella, 1978)
with modifications from (Liceaga‐Gesualdo & Li‐Chan, 1999). A 3 mL aliquot of 0.5%
(w/v) FPH in 0.1 M phosphate buffer (pH 7.0) was incorporated into a micro-chamber with
1 mL of 100% pure canola oil (Crisco, Orrvile, OH, USA) and homogenized at 18,000 rpm
for 1 min using a Sorvall Omni Mixer with microattachment assembly (Kennesaw, GA,
U.S.A). Aliquots were pipetted immediately and at subsequent timed intervals from the
emulsion and diluted 200-fold into test tubes containing 0.3% (w/v) SDS solution. Test
tubes were inverted six times in order to obtain a homogenous mixture and absorbance was
read at 500 nm using an UV-Visible spectrophotometer (Beckman, Irvine, CA, USA). EAI
was expressed using the following equation (3):
EAI = 2T / ϕc (3)
where T= turbidity= 2.3A/L, A= absorbance at 500 nm at time zero, L = light path
in meters (m), ϕ = oil phase volume = 0.25, and c = concentration (g) of solids (0.5%) in
the aqueous phase. Emulsion stability (ES) was determined by measuring the absorbance
at 500 nm of the aliquots of the emulsion taken at 30, 60, 120 min after formation of the
emulsion. EAI and ES are expressed as m2/g. Analysis was conducted in triplicate.
2.9 Foaming properties
Foaming capacity (FC) and foam stability (FS) were determined by the homogenization
method with modifications from Liceaga‐Gesualdo & Li‐Chan, 1999. Lyophilized FPH
(0.6 g) were dissolved in 20 mL of 0.1M sodium phosphate buffer. The mixture was
28
homogenized at 18,000 rpm for 1 min using an Omni Mixer homogenizer (Kennesaw, GA,
U.S.A) with a 20 mm x 195mm saw tooth generator probe. The mixture was then poured
into a 50 mL graduated cylinder and the total volume was measured. FC was expressed as
percentage volume increase after homogenization. FS was calculated as the volume of
foam remaining after 15 and 45 min inactive periods and expressed as a percentage. The
analysis was conducted in triplicate.
2.10 Surface hydrophobicity
Surface hydrophobicity was determined using a fluorescent probe propionyl-2-
dimethlaminonaphthalen (PRODAN) as described previously with some modifications
(Alizadeh-Pasdar & Li-Chan, 2000; Cheung, Liceaga, & Li‐ Chan, 2009; Mueller &
Liceaga, 2014). Duplicate FPH solution samples were prepared in 0.1 M Tris buffer/0.6 M
NaCl (pH 7.5) with final protein concentrations of 0, 0.05, 0.10, 0.15, 0.20, and 0.25
mg/mL. FPH samples were analyzed with PRODAN stock solution concentration (0.032%
w/v) in HPLC-grade methanol and determined the absorbance at 360 nm, using the molar
absorption coefficient of 1.8 × 104 M−1 cm−1. Each FPH solution (4 mL) was added with
10 μL of PRODAN stock solution, mixed by inversion and incubated in the dark for 15
min. The net relative fluorescence intensity (RFI) was measured in the dark using a
fluorescence spectrophotometer (Perkin Elmer LS 55, Waltham, MA, USA) with
excitation and emission slit widths set at 5 and 5 nm, respectively, excitation wavelength
of 365 nm, and emission scans from 400 to 650 nm. The net RFI was calculated based on
the difference of sample RFI with PRODAN and protein blank samples being plotted
against protein concentrations to determine slope, interpreted as surface hydrophobicity
(So).
29
2.11 Antioxidant Activity
2.11.1 1 2,2-Diphenyl-1-picryhydrazyl (DPPH) Radical-Scavenging Activity
DPPH radical-scavenging activity of the FPH was determined as outlined by Klompong,
Benjakul, Kantachote, & Shahidi, 2007 with modifications from Bougatef, Hajji, Balti,
Lassoued, Triki-Ellouz, & Nasri, 2009. FPH solutions (4 mL) at different concentrations
(0.5, 1.5, 2.5, 3.5 and 40, mg/mL) were mixed with 1 ml of 0.2 mM DPPH. The mixtures
were incubated in the dark at room temperature for 30 min. After incubation, absorbance
at 517 nm was measured using an UV-Visible spectrophotometer (Beckmann, Irvine, CA,
USA). Distilled water was used to replace of the FPH solution as the control for the assay
(Absassay ctl). Sample controls (Abssample ctl) were also prepared for each sample by mixing 4
mL of sample solution with 1 mL of 99.5% ethanol solution. DPPH radical scavenging
capacity of the sample was calculated using the following equation (4):
% DPPH radical scavenging activity
= �Absassay ctl – �Abssample – Abssample ctl�
Absassay ctl � × 100
(4)
The lower the absorbance of the sample, the higher its DPPH radical scavenging activity.
Synthetic antioxidants BHA and BHT were used as positive controls.
2.11.2 Ferric ion reducing antioxidant capacity (FIRC)
Ferric ion reducing antioxidant capacity of FPH samples was carried out according to
Samaranayaka & Li-Chan, 2008. FPH (18 mg) were dissolved in 2 mL of 0.2 M phosphate
buffer (pH 6.6). Solutions were further mixed with 2 mL of the same buffer and 2 mL of
30
1% (w/v) potassium ferricyanide to a final concentration of 3 mg/mL. The solution was
incubated at 50°C for 20 min. After the incubation, 2 mL of 10 % trichloroacetic acid (TCA)
was added and mixed thoroughly. The solution (2 mL) was then mixed with 2 mL of
double-distilled water and 0.4 mL of 0.1% (w/v) ferric chloride. After 10 min incubation
in the dark at room temperature, absorbance at 700 nm was measured as an indication of
reducing power of the sample. Synthetic antioxidants BHA, and BHT were used as positive
controls. A higher absorbance indicates a higher reduction capacity.
2.12 Statistical analysis
All sample analyses were completed in triplicate, unless otherwise stated. Analysis
of variance (ANOVA) using a General Linear Model with Tukey’s pairwise comparison
of means (P < 0.05) was used to determine statistical significance of observed difference
among means. The statistical software program MINITAB® Version 16.0 (Minitab Inc,
State College, PA) was used.
31
CHAPTER 3. RESULTS AND DISCUSSION
3.1 Proximate Composition
Table 3.1 shows the proximate composition of CH and MW-FPH. Overall, all FPH
were found to contain high protein and ash content with low lipid and moisture content.
CH-FPH from 5 min (0.5% E:S) had the highest protein content (89%) followed by MW-
FPH from 5 min (0.5% E:S) (88%) and 15 min (0.5% E:S) (88%), respectively. The
increase in the protein content in the hydrolysates, as shown in Table 3.1, is attributed to
increased solubility of peptides. During the enzymatic hydrolysis, the peptides are cleaved
generating smaller peptides that have greater charge density and more polar groups
(Mueller & Liceaga, 2014). It is expected that both CH and MW-FPH have low lipid and
ash content (%) since most of these residues were removed during the centrifugation step
following hydrolysis. In addition, rainbow trout is considered as a non-fatty fish with low
lipid contents (1-4% dry basis) which is in agreement with our results (Y.-C. Chen &
Jaczynski, 2007; Torres, Rodrigo-García, & Jaczynski, 2007). The ash content (6-8%) was
high considering that fish frames/bones were used to prepare the hydrolysates. Additionally,
the ash content of MW-FPH was significantly higher than CH-FPH which could be due to
the effect of MW-assisted hydrolysis on extraction of minerals such as calcium. Similar
observations have been seen using microwave extraction of carotenoids.
32
For example, lycopene extracted from tomato peels using a MW-assisted extraction
system, showed that microwave extraction provided higher yield for this carotenoid (Ho,
Ferruzzi, Liceaga, & San Martín-González, 2015). Further research on the effect of MW
treatments in the extraction of mineral such as calcium should be explored.
Another study conducted on hydrolysates from Atlantic salmon (Salmosalar) with
10% DH showed similar levels of protein content (88.4%), similar ash content (8.96%) but
lower lipid content (0.23%) compared to our CH-FPH and MW-FPH (Hordur G
Kristinsson & Barbara A Rasco, 2000b). Another study using hydrolysates of sardine
(S.pilchardus) and horse mackerel (T. mediterraneus) with 5% DH also showed similar
protein content (85-86%), higher ash content (12%) and lower lipid content (0.3-0.8%)
(Morales-Medina, Tamm, Guadix, Guadix, & Drusch, 2016). Possible explanation for the
differences in proximate compositions of FPH from other studies FPH compared to our
trout FPH are the fish species, enzymatic hydrolysis conditions and the addition of alkali
required to control the pH during hydrolysis (Foh, Amadou, Foh, Kamara, & Xia, 2010;
Liceaga-Gesualdo & Li-Chan, 1999). Additionally, both MW-FPH from treatments 5 min
(0.5% E:S) and 15 min (0.5% E:S) had higher (P < 0.05) yield compared to the CH-FPH
treatments. The yield from all FPH treatments was under 5%, which is similar to results of
hydrolysates from Herring (Clupea harengus), that reported yields ranging from 3.6-6.6%
(Hoyle & Merritt, 1994; Liceaga‐ Gesualdo & Li‐ Chan, 1999).
33
Table 3.1 Proximate composition of fish protein hydrolysates (FPH) from conventional
heating (CH) and microwave assisted heating (MW) with Alcalase.
(%)2
Treatments Moisture1 Lipid1 Ash1 Protein1 Yield CH 5 min 0.5% 2.0 ± 0.47a 2.0 ± 0.09a 6.5 ± 0.16b 89.0 ± 0a 4.18d MW 5 min 0.5% 2.0 ± 0.92a 2.0 ± 0.12a 7.7 ± 0.66a 88.1 ± 0b 4.94b CH 15 min 0.5% 2.0 ± 0.54a 2.3 ± 0.05a 6.5 ± 0.30b 86.8 ± 0c 4.68c MW 15 min 0.5% 2.1 ± 0.19a 1.8 ± 0.24a 8.3 ± 0.17a 88.3 ± 0b 5.31a
1Values shown are mean ± standard deviation from three replicates. Different letters (a-d)
indicate significant differences (columns) (p < 0.05).
2 Proximate composition is reported on a dry basis
34
3.2 Degree of Hydrolysis (DH)
The DH of FPH produced from different enzyme substrate ratios (E:S) treated at
different reaction times for both microwave (MW) and conventional heating (CH), are
shown in Table 3.2. When E:S and hydrolysis time was increased, the DH increased
ranging from 3-12% and 11-23% for CH-FPH and MW-FPH, respectively. Overall, MW-
FPH showed higher (P < 0.05) DH compared to CH-FPH at the same hydrolysis times (3-
15 min) and E:S (0.5-3%). DH results indicate the extent of peptide bond cleavage (higher
DH) in the presence of higher amount of enzyme and use of MW-assisted hydrolysis, with
the protein cleaved by the enzyme into free amino acids and smaller peptides (Tanuja,
Haridas, Zynudheen, & Joshy, 2014). Protein hydrolysates with high DH values are
reported to contain functional and antioxidant peptides (Pacheco-Aguilar, Mazorra-
Manzano, & Ramírez-Suárez, 2008).
The difference of DH between CH-FPH and MW-FPH (Table 3.2) could be due to
the heating method applied. Conventional heating uses both conduction and convection
heating, causing delay on heat transfer and produces a steady rate of hydrolysis by slower
unfolding of the protein (Mazumder, Laskar, Prajapati, & Roy, 2004; Pramanik, et al.,
2002). In CH-FPH, the DH was higher with increased amount of enzyme substrate and
hydrolysis time. However, CH-FPH treatment (1.7% E:S, 3 min hydrolysis) had a 12% DH
whereas in CH-FPH treatment (3% E:S, 5 min hydrolysis) the DH was 9%. We believe
that this is caused by the enzyme at 3% concentration in the CH treatment, saturating the
enzyme-substrate interaction faster when more amount of enzyme is used. According to
Williams et al. (2001), increasing the proportion of the protease can affect the hydrolysis
negatively; this is due to enzyme essentially producing a “limited digestion” where all, or
35
most of, the potentially susceptible peptide bonds have been hydrolyzed. During
proteolysis, a condensation reaction process can take place where a kinetically-driven
reversal occurs when working with high product (peptide) concentrations that produces
new high molecular weight protein (Williams, Brownsell, & Andrews, 2001). In the case
of the microwave treatments (MW-FPH), the increase in DH can be a result of microwave
heating inducing a modification on the flexibility of the enzyme, consequently changing or
accelerating the enzymatic properties (Rejasse, Lamare, Legoy, & Besson, 2007). Studies
have shown that when the MW-assisted hydrolysis was applied, a higher DH was achieved
due to the rapid heat transfer accelerating the proteolytic cleavage of proteins (F. Javier
Izquierdo, Peñas, Baeza, & Gomez, 2008; Pramanik, et al., 2002). MW-assisted hydrolysis
induces rapid heating from polar constituents within the protein that enables dipole rotation
and ionic drifting (Ho, Ferruzzi, Liceaga, & San Martín-González, 2015). The rapid heat
transfer allows the protein to become unfolded faster thus increasing the rate of hydrolysis
(Uluko, Zhang, Liu, Tsakama, Lu, & Lv, 2015).
Similarly, alkaline protease milk protein hydrolysates with microwave pretreatment
after 8 min provided higher DH with a 184.9% increase compared to the control (non-
pretreatment milk protein) of 13.3% DH. The pretreatment of microwave heating made the
protein bonds to be more susceptible for enzyme hydrolysis due to increased initial rate of
hydrolysis and catalytic efficiency of the enzymes allowing folding and unfolding to occur
within the protein (Uluko, et al., 2013; Uluko, Zhang, Liu, Tsakama, Lu, & Lv, 2015).
Other studies have shown that combining microwave radiation with high pressure
generated rapid enzymatic hydrolysis of β-lactoglobulin which produces smaller peptides
in minutes as opposed to hours by conventional heating, which is comparable to our results
36
of high DH (smaller peptides) in the MW-FPH (F Javier Izquierdo, Alli, Gómez,
Ramaswamy, & Yaylayan, 2005; F. Javier Izquierdo, Peñas, Baeza, & Gomez, 2008).
Overall, the DH achieved from MW heating can also be obtained using CH, but it would
take much longer hydrolysis time. Hence, MW-assisted hydrolysis is proved to be time
efficient.
37
Table 3.2. Degree of Hydrolysis (DH) of fish protein hydrolysates (FPH) from
conventional heating (CH) and microwave assisted heating (MW) with Alcalase.
Treatments (time, E:S2) Degree of Hydrolysis (%)1
CH-FPH MW-FPH
5 min 0.5% 3 ± 0.62 f 11 ± 0.33 d*
15 min 0.5% 8 ± 0.14 e 18 ± 1.02 c*
3 min 1.7% 12 ± 0.69 d 22 ± 0.14 b*
5 min 3% 9 ± 0.17 e 23 ± 0.50 a*
1Values shown are mean ± standard deviation from three replicates. Asterisk (*) indicates
significant differences (p < 0.05) between CH and MW treatments (rows). Different letters
(a-f) show significant differences (p < 0.05) in DH across all treatments (columns.) 2E:S indicates the enzyme substrate ratio.
.
38
3.3 SDS-PAGE
The electrophoretic pattern (Fig. 3.1) revealed the molecular weights of FPH from
CH and MW treatments. Both CH-FPH and MW-FPH treatments hydrolyzed for 5 min
(0.5% E:S) showed bands with molecular weights below 66 kDa. CH-FPH treatment
hydrolyzed for 15 min (0.5% E:S) showed bands with molecular weight below 66 kDa
compared to the same treatment with MW-FPH, which had predominant bands below 31
kDa indicating further hydrolysis (Fig 3.1a, lane 4 and 5). As for the 3 min (1.7% E:S) and
5 min (3.0% E:S) CH- and MW-FPH treatments (Fig 3.1b), there were a thick band below
14.4 kDa.
SDS-PAGE revealed that hydrolysates have different peptide profiles (Fig. 3.1a
and Fig. 3.1b). As observed in the gels, by increasing the enzyme-substrate ratio to 1.7%
and 3%, the number of larger molecular-weight bands disappeared into hydrolysate
fractions with a thick band below 14.4 kDa. In the case of lower enzyme-substrate ratio
(0.5%), there are still numerous bands of varying molecular weights visible in the gel.
Other studies have shown that the ideal molecular size of peptides, that are able to provide
good foaming and emulsifying properties, comes from limited hydrolysis that generates
larger peptides while extensive hydrolysis results in smaller peptides which reduces these
functional properties (Jeon, Byun, & Kim, 1999; Pacheco-Aguilar, Mazorra-Manzano, &
Ramírez-Suárez, 2008; Quaglia & Orban, 1990). Another study has reported that protein
hydrolysates with the molecular weight below 13 kDa can have antioxidant activity (Jun,
Park, Jung, & Kim, 2004). Overall, SDS-PAGE indicates that enzymatic hydrolysis did
occur in both CH and MW treated rainbow trout frames.
39
Fig. 3.1. SDS-PAGE of fish protein hydrolysates (FPH) produced from conventional heating (CH) and microwave-assisted heating
(MW) (a): Lane 1: protein molecular weight markers. Lanes 2 and 3 are CH and MW of 5 min (0.5% E:S), respectively. Lanes 4
and 5 are CH and MW of 15 min (0.5% E:S), respectively. At (b): Lane 1: protein molecular weight markers. Lanes 2 and 3 are CH
and MW of 3 min (1.7% E:S), respectively. Lanes 4 and 5 are CH and MW of 5 min (3.0% E:S), respectively.
200 116
66.2
21.5 14.4
1 2 3 4 5
(a)
kDa
6.5
31
200
116
66.2
21.5
14.4
1 2 3 4 5
(b)
kDa
6.5
31
40
3.4 Protein Solubility
The solubility of CH-FPH and MW-FPH at pH 3, 7 and 9 is shown in Fig. 3.2.
Overall, both CH-FPH and MW-FPH displayed high solubility across all treatments and
pH conditions. At pH 7, MW-FPH treatments hydrolyzed for 15 min (0.5% E:S) and 3 min
(1.7% E:S) exhibited higher solubility (P < 0.05) compared to CH-FPH (Fig. 3.2a). In
addition, at pH 3, MW-FPH hydrolyzed from 3 min (1.7% E:S) also showed higher (P <
0.05) solubility compared to CH-FPH; no differences were seen for the other hydrolysis
treatments at pH 3 and pH 9. The high solubility in the FPH corresponds with the hydrolysis,
where smaller peptides have increased polar and ionizable groups for enhanced interaction
in water (Nguyen, Zhang, Barber, Su, & He, 2015). Overall, MW-FPH treatment (3 min,
1.7% E:S) deemed to be the best treatment for solubility since higher solubility was
observed at both pH 3 and 7.
Solubility is an important functional property in protein as it has a great influence on
other functional properties such emulsion and foaming activity. Below pH 4, carboxyl
groups tend to shift towards unionized forms, which reduces peptide affinity to water
molecules (Zhao, Xiong, Selomulya, Chen, Zhong, Wang, et al., 2012). Changes in pH
also affect the overall net charge of hydrolysates that influences repulsive and attractive
forces. The pH influences the charge on the weakly acidic and basic side-chain groups
which affects the protein solubility (Gbogouri, Linder, Fanni, & Parmentier, 2004).
Improved solubility of the hydrolyzed protein can be attributed to a general opening up of
the enzymatic hydrolysis, where degradation of the protein units leads to increased
repulsive interactions between peptides and hydrogen bonding with water molecules (Zhao,
et al., 2012). Unfolding of the protein molecules occurred in both CH-FPH and MW-FPH
41
where both nonpolar and polar amino acid groups buried inside the protein molecules were
exposed. Upon hydrolysis, polar amino acids are able to interact with the water molecules
forming hydrogen bonds and electrostatic interactions, which result in increased solubility
(Gbogouri, Linder, Fanni, & Parmentier, 2004). Other factors such as small molecular size
and the presence of hydrophilic groups can have an effect on protein solubility where
enzymatic hydrolysis generated hydrophilic groups producing electrostatic repulsion
between peptides resulting in increased protein solubility (W. Wu, Hettiarachchy, & Qi,
1998). Studies have reported that microwave heating as a pretreatment prior to enzymatic
hydrolysis increased the solubility of milk protein by generating smaller peptides, and
showed a strong correlation between DH and protein solubility when the pretreatment time
increased (Uluko, et al., 2013). A study using rainbow trout by-products reported high
protein solubility below pH 5 and above pH 6 indicating that trout proteins can be
solubilized in acidic and basic environment which in agreement with our results (Y.-C.
Chen & Jaczynski, 2007). Similar results of high solubility at pH 7 and 9 have been
reported for FPH of salmon (Salmosalar), yellow stripe trevally (Selaroides leptolepis),
and blue whiting (Micromesistius poutassou) (Gbogouri, Linder, Fanni, & Parmentier,
2004; Geirsdottir, et al., 2011; Jin, Wu, Zhu, & Ran, 2012; Klompong, Benjakul,
Kantachote, & Shahidi, 2007). The high protein solubility of MW-FPH indicates potential
applications in beverage industry and formulated food systems.
42
Fig. 3.2. Protein solubility of fish protein hydrolysates (FPH) produced from conventional heating (CH) and microwave-assisted heating (MW) at a) pH 3 b) pH 7 and c) pH 9. Results are mean values of three replicates. Asterisk (*) indicates significant differences (p < 0.05) between CH and MW treatments. Different letters (a, b, c…) show significant differences (p < 0.05) in solubility across all treatment
43
3.5 Surface Hydrophobicity
The surface hydrophobicity values (So), represent the number of hydrophobic groups
on the surface of protein. So of CH-FPH and MW-FPH was measured using PRODAN as
the fluorescent probe with the results given in Table 3.3. Results revealed that most CH-
FPH treatments (5 min 0.5% E:S, 15 min 0.5% E:S and 3 min 1.7% E:S) had significantly
higher (P < 0.05) So values compared to MW-FPH indicating higher surface
hydrophobicity for CH-FPH compared to MW-FPH. The increase in enzyme concentration
(E:S) and hydrolysis time, which correlates with increasing DH of the FPH treatments (CH
and MW), led to a decrease in So. An explanation for this can be that the protein molecules
may have undergone protein aggregation due to the hydrophobic interactions or sulfhydryl
group/disulfide bond interchange reactions, which would decrease the So (Laligant,
Dumay, Casas Valencia, Cuq, & Cheftel, 1991). Microwave-radiation can accelerate the
rate of protein unfolding due to faster heating rates and increase the chances of collision
between partially unfolded molecules leading to protein aggregation (Uluko, Zhang, Liu,
Tsakama, Lu, & Lv, 2015). Furthermore, microwave-radiation is known to induce
modification on the proteolytic enzyme’s flexibility due to exposure to the electromagnetic
field thus altering the hydrophobicity of the protein (de Pomerai, Smith, Dawe, North,
Smith, Archer, et al., 2003; Rejasse, Lamare, Legoy, & Besson, 2007). Additionally, the
decrease in So as a result of increasing E:S and hydrolysis time can be a result of more
hydrophilic groups released, compared to hydrophobic groups, from the peptide after
hydrolysis (Paraman, Hettiarachchy, Schaefer, & Beck, 2006). Though the free amino acid
composition (Table 3.4) of FPH in both CH and MW treatments indicated that
44
hydrophobic amino acids were present, a decreasing So was seen across the treatments.
This suggests that the hydrophobic groups may not be surface active but rather present in
free form. Similar patterns were found in sardine (Sardina pilchardus) hydrolysates using
Alcalase where the So of FPH decreased with increasing DH (Quaglia & Orban, 1990). A
study on scallop (Patinopecten yessoensis) protein hydrolysates also revealed that So of
protein hydrolysis decreased with increasing DH due to enzymatic cleavage of
hydrophobic clusters (Jin, Wu, Zhu, & Ran, 2012).
45
Table 3.3. Surface Hydrophobicity of fish protein hydrolysates (FPH) from conventional
heating (CH) and microwave assisted heating (MW) with Alcalase.
Treatments (time, E:S)
Surface Hydrophobicity (slope of RFI vs. %
protein)1
CH-FPH MW-FPH
5 min 0.5% 20.9 ± 0.18 a* 6.1 ± 0.01 d
15 min 0.5% 16.2 ± 0.04 b* 5.8 ± 0.01 de
3 min 1.7% 8.9 ± 0.01 c* 5.1 ± 0.004 def
5 min 3.0% 4.7± 0.01 ef 3.9 ± 0.002 f
1Values shown are mean ± standard deviation from two replicates. Asterisk (*)
indicates significant differences (p < 0.05) between CH and MW treatments (rows).
Different letters (a-f) show significant differences (p < 0.05) in So across all treatments
(columns).
46
3.6 Emulsifying properties
The emulsifying activity index (EAI at 0 min) and emulsion stability (ES at 30, 60,
120 min) of both CH-FPH and MW-FPH are given in Fig. 3.3. MW-FPH across all
treatments presented higher (P < 0.05) EAI compared to CH-FPH. MW-FPH (5 min, 0.5%
E:S) produced the highest EAI followed by 15 min 0.5% E:S. As the E:S ratio and
hydrolysis time were increased for MW-FPH treatments, there was a decreasing trend on
emulsion capacity. In terms of emulsion stability (ES), of all the MW-FPH treatments, only
MW-FPH (5 min, 0.5% E:S) was more stable for up to 120 min (P < 0.05) compared to
CH-FPH (Fig. 3.3a). Therefore, MW-FPH hydrolyzed 5 min (0.5% E:S) provided the
highest emulsion capacity and stability. MW-FPH treatments were able to form an
emulsion because microwave radiation modifies the flexibility of the protein structure,
which generated hydrophobic and hydrophilic groups within the protein thus decreasing
the oil-water interfacial tension. The conformation changes and protein-protein interaction
occurring within the MW-FPH as well rapid diffusion of smaller peptides to the interface
influenced the formation and stabilization of the emulsion by forming a proteinaceous
interfacial layer around oil droplets (Gbogouri, Linder, Fanni, & Parmentier, 2004; Ponne
& Bartels, 1995; Rejasse, Lamare, Legoy, & Besson, 2007). A study reported that muscle
hydrolysates of ornate threadfin bream Nemipterus hexodon with increasing DH were able
to assemble at the interface but could not stabilize the interface tension over time due to a
lack of amphiphilic properties (Nalinanon, Benjakul, Kishimura, & Shahidi, 2011).
47
Fig. 3.3. Emulsion activity index (EAI) (time 0 min) and emulsion stability (FS) (30, 60, 120 min) of fish protein hydrolysates (FPH) from conventional (CH) and microwave heating (MW). Results are mean values from 3 replicates using treatment (a) 5 min 0.5% (E:S), (b) 15 min 0.5% (E:S), (c) 3 min 1.7% (E:S) and (d) 5 min 3.0% (E:S). Asterisk (*) indicates significant differences (p < 0.05) between CH and MW treatments. Different letters (a, b, c…) show significant differences (p < 0.05) in ES over time across all treatments
48
3.7 Foaming Properties
Foaming capacity (FC at 0 min) and foam stability (FS at 15 and 45 min) from CH-
FPH and MW-FPH are given in Fig. 3.4. MW-FPH showed higher (P < 0.05) FC compared
to CH-FPH across all treatments. MW-FPH (15 min, 0.5% E:S) showed higher (P < 0.05)
FC and FS compared to CH-FPH. MW-FPH treatments had better foam stability over time
compared to CH-FPH. Similar observations were seen with EAI results in this study, where
the lower molecular weight peptides (higher DH) from microwave-assisted hydrolysis
helped to increase the rate of diffusion to the interface thus improving the protein’s foam
capacity (Fig. 3.4). As expected the small peptides were able to diffuse more rapidly to the
air–water interface and encapsulate air bubbles to develop a foam (Wierenga & Gruppen,
2010). MW-FPH 15 min (0.5% E:S) also generated a stable foam over time due to
interaction of peptides within the film matrix that surrounds the air bubbles and/or due to
the flexibility of the peptide structure (Giménez, Alemán, Montero, & Gómez-Guillén,
2009). Modifications of protein structure caused by microwave radiation allowed more
protein unfolding and protein-protein interaction that aids in the formation of multilayer
cohesive protein film at the interface preventing coalescence and maintain stability over
time (Ashraf, Saeed, Sayeed, & Ali, 2012). Additionally, microwave radiation is known to
have an effect on the composition and the net charge of the peptide due to the modification
on the flexibility of protein structure which impacts the air-water interface (Nguyen, Zhang,
Barber, Su, & He, 2015; Ponne & Bartels, 1995). A study indicated that using microwave-
intensified enzymatic deprotenization on Australian rock lobster shell had high foaming
capacity and stability over time (Nguyen, Zhang, Barber, Su, & He, 2015). Other studies
stated that protein hydrolysates from Sardinelle (Sardinella aurita) had higher FC and FS
49
due to increased DH (Ben Khaled, Ktari, Ghorbel-Bellaaj, Jridi, Lassoued, & Nasri, 2011).
However, hydrolysates from yellow stripe trevally had low FC and FS though higher DH
was obtained (Klompong, Benjakul, Kantachote, & Shahidi, 2007). Different protein
composition and amino acid sequence in different fish species may be a reason for
variability in foaming capacity of the FPH.
50
Fig. 3.4. Foaming capacity (FC) (time 0 min) and foam stability (FS) (15, 45 min) of fish protein hydrolysates (FPH) from conventional
(CH) and microwave heating (MW). Results are mean values from 3 replicates using treatment (a) 5 min (0.5% E:S) (b) 15 min (0.5%
E:S), (c) 3 min (1.7% E:S) and (d) 5 min (3.0% E:S). Asterisk (*) indicates significant differences (p < 0.05) between CH and MW
treatments. Different letters (a, b, c…) show significant differences (p < 0.05) in foam stability over time across all treatments.
51
3.8 Free Amino Acid Composition
Free amino acid composition of CH-FPH and MW-FPH are given in Table 3.4. All
essential amino acids were present in treatments of both CH-FPH and MW-FPH, with
leucine having relatively high amounts ranging from 20-28%. Other studies have also
reported FPH from various fish species with high amounts of essential amino acids (Foh,
Amadou, Foh, Kamara, & Xia, 2010). Therefore, these FPH could be used as dietary
protein supplements within food formulations to create nutrient-dense products.
Additionally, CH-FPH and MW-FPH treatments showed presence of hydrophobic amino
acids such as leucine and alanine. Hydrophobic amino acids play crucial effect on
functional properties of the proteins such as increasing solubility in lipids and boosting
antioxidant activity. Specifically, hydrophobic amino acids, valine or leucine at the N-
terminal positions, and histidine are known to have antioxidative properties to inhibit lipid
oxidation through chelation and lipid trapping of the imidazole ring (Pihlanto, 2006). Due
to its aromatic nature, histidine has antioxidative activity where it is capable of stabilizing
free radicals by donating an electron to terminate the radical chain reaction (Nazeer &
Kumar, 2011). Several other amino acids such as tyrosine, methionine and lysine have also
shown antioxidant activity (H.-M. Chen, Muramoto, Yamauchi, & Nokihara, 1996).
Therefore, results suggest that FPH from Rainbow trout by-products have hydrophobic
amino acids and histidine that could impart antioxidant activity.
52
Table 3.4. Free amino acid composition (%) of FPH derived from conventional
heating (CH) and microwave assisted (MW) hydrolysis with Alcalase
Amino Acid
Treatments (time, E:S)
5 min, 0.5% 15 min, 0.5% 3 min, 1.7% 5 min, 3%
CH MW CH MW CH MW CH MW Trpa 0.6 0.5 0.6 0.6 0.6 0.6 0.7 0.6 Phea 5.5 4.6 4.8 5.7 5.8 5.8 6.0 5.8 Leua 22.7 21.8 20.2 27.1 27.5 27.9 27.3 28.7 Meta 2.7 2.4 2.3 3.0 3.3 2.9 3.2 3.1 Tyr 2.4 1.6 2.1 2.0 2.8 2.0 2.9 2.3 Ilea 6.1 6.7 6.3 7.3 4.8 6.0 5.4 5.7 Pro 2.2 1.8 2.3 1.3 1.2 0.8 1.4 0.7 Vala 3.7 4.3 3.7 4.3 3.4 3.9 3.5 4.0 Ala 12.9 14.4 14.7 13.0 11.5 12.4 11.4 12.0 Thra 2.3 1.9 2.3 2.3 2.1 2.4 2.6 2.3 Glu 6.7 5.9 6.8 5.8 5.9 5.4 5.9 5.1 Gly 8.1 9.8 9.9 6.8 6.3 7.1 6.8 6.5 Asp 1.8 1.8 1.8 1.3 1.6 1.1 1.5 1.2 Ser 4.2 4.1 4.3 3.6 3.7 3.8 4.1 3.7 Asn 0.9 0.8 0.9 1.1 1.0 1.2 1.2 1.0 Cys-Cysb 0 0 0 0 0 0 0 0 Gln 1.7 1.6 1.6 1.9 1.7 1.7 1.8 1.7 Hisa 5.4 6.9 5.7 4.6 6.9 6.8 5.2 7.1 Lysa 6.3 5.7 6.2 4.9 5.9 4.8 5.3 4.8 Arg 3.6 3.4 3.4 3.3 3.9 3.3 3.7 3.5
aEssential amino acids. bThe value for cysteine/cysteine is probably under estimated as no pre-derivatization was
performed.
53
3.9 DPPH Radical Scavenging Activity of FPH
Table 3.5 shows a summary of results for DPPH radical scavenging activity for
both CH-FPH and MW-FPH at 40 mg/mL concentration. MW-FPH showed significantly
higher (p < 0.05) DPPH radical scavenging activity than CH-FPH as the time and E:S ratio
increased (increasing DH). Fig. 3.5 shows DPPH radical scavenging activity for BHA, CH-
FPH and MW-FPH treatments at lower protein concentrations (3.5, 2.5, 1.5, and 0.5
mg/mL). As expected, there was an increase in DPPH radical scavenging properties for
most treatments with increasing sample concentration. Especially for MW-FPH treatment
from 5 min (0.5% E:S) and 15 min (0.5% E:S) treatments had significantly higher (P <
0.05) DPPH radical scavenging activity compared to CH-FPH. Furthermore, the radical
scavenging activity of MW-FPH treatment 15 min (0.5% E:S) at lower concentrations (0.5,
1.5 mg/mL) was not significantly different (P > 0.05) from the synthetic antioxidant BHA
indicating the hydrolysate has strong antioxidant activity. Overall, at concentrations 3.5
and 2.5 mg/mL, DPPH radical scavenging activity of MW-FPH was not as effective
compared to BHA.
Hydrolysates with antioxidant capacity must be able to donate hydrogen to reactive
oxygen species in order to stabilize them. Radical scavenging activity of hydrolysate
depends on the number of bioactive peptides released based on the hydrolysis conditions
used (e.g. substrate, proteolytic enzyme(s) used, pH, temperature, enzyme: substrate ratio
and hydrolysis time) (Sila & Bougatef, 2016). Radical scavenging ability of MW-FPH
could be attributed to the increase in solubility of the smaller peptides (higher DH) and
presence of hydrophobic amino acids. Studies have shown that changes in size, level and
composition of the free amino acids and small peptides influence the anti-oxidative activity
54
(H.-C. Wu, Chen, & Shiau, 2003). For example, pea seeds and chickpeas protein
hydrolysates have high radical scavenging properties due to increased concentration of
hydrophobic amino acids that includes: leucine, phenylalanine, valine, tryptophan and
alanine (Li, Jiang, Zhang, Mu, & Liu, 2008; Pownall, Udenigwe, & Aluko, 2010).
Similarly, presence of aromatic amino acids such as tyrosine and phenylalanine in
yellowfin sole Limanda aspera and grass carp muscle (Ctenopharyngodon idella)
hydrolysates contributes to radical scavenging activity as well (Jun, Park, Jung, & Kim,
2004; Ren, et al., 2008). DPPH radical scavenging activity of Round scad muscle
(Decapterus punctatus) and Atlantic cod (Gadus morhua) backbone protein hydrolysates
increased with increasing DH (Šližytė, Mozuraitytė, Martínez-Alvarez, Falch, Fouchereau-
Peron, & Rustad, 2009; Thiansilakul, Benjakul, & Shahidi, 2007).
Peptide concentration can also influence scavenging capacity of the hydrolysate. A
study using Atlantic cod hydrolyzed with commercial proteases, showed that the peptide
fractions obtained had DPPH radical scavenging activity which was concentration
dependent, with greater scavenging capacity at higher concentrations (Farvin, Andersen,
Nielsen, Jacobsen, Jakobsen, Johansson, et al., 2014). In our study, when 40 mg/ml of FPH
were tested for DPPH scavenging activity (Table 3.5), the MW-FPH treatments showed
more than 50% DPPH scavenging activity compared to CH-FPH. Conversely, when lower
FPH concentrations were tested (0.5-3.5 mg/ml, Fig. 3.5), the MW-FPH treatments still
showed improved DPPH activity compared to the CH treatments. An interesting
observation is that the CH-FPH was not able to display DPPH activity at 40 mg/ml, but did
at the lower concentrations. We speculate that when the higher concentration was used, the
lack of scavenging activity could be due to poor solubility of the CH-FPH in the aqueous
55
medium of the DPPH assay. The same was not observed in the 40 mg/ml MW-FPH, where
higher DH and protein conformation changes caused by the microwave-assisted hydrolysis
resulted in improved solubility during the assay. Also, there was consistent results in MW-
FPH across all concentrations (0.5-40 mg/mL). Additional studies evaluating the metal
chelating capacity the peptides at different concentrations need to be further investigated.
Still, results from the current study indicate that MW-FPH does contain electron or
hydrogen donors to stabilized free radicals and terminate the radical chain reaction as MW
assisted treatments generated more hydrogen ion from higher peptide cleavages as shown
by high DH.
56
Table 3.5. Antioxidant properties of rainbow trout FPH produced from
conventional heating (CH) and microwave assisted (MW) hydrolysis.
Treatments DPPH radical scavenging (%)1
Ferric ion reduction capacity
(Abs700)2
CH-FPH MW-FPH CH-FPH MW-FPH
5 min 0.5% 1 d 55 d* 0.770 bc 0.719 c
15 min 0.5% 1 d 71 a* 0.742 c 0.732 c
3 min 1.7% 1 d 50 c* 0.796 b 0.996 a*
5 min 3.0% 72 a 72 a 0.745 bc 0.959 a*
BHT3 98 0.91
BHA3 98 0.84
1DPPH radical scavenging activity (%) of CH-FPH and MW-FPH at sample concentration
of 40 mg/mL. 2Ferric ion reduction capacity of CH-FPH and MW-FPH (at 3 mg/mL) measured as
absorbance at 700 nm. 3BHA and BHT at sample concentration of 0.045 mg/mL.
Asterisk (*) indicates significant differences (p < 0.05) between CH and MW treatments
(rows). Different letters (a-d) show significant differences (p < 0.05) in antioxidant activity
across all treatments (columns).
57
Fig. 3.5. DPPH radical-scavenging activity of BHA, and fish protein hydrolysate (FPH) from conventional (CH) and microwave-assisted (MW) treatments. Results are mean values of three replicates at concentrations of 0.5, 1.5, 2.5 and 3.5 mg/mL using treatment (a) 5 min (0.5% E:S) (b) 15 min (0.5% E:S), (c) 3 min (1.7% E:S) and (d) 5 min (3.0% E:S). Asterisk (*) indicates significant differences (p < 0.05) among BHA, CH and MW treatments.
0102030405060708090
100
0.5 1.5 2.5 3.5% R
adic
al S
cave
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ctiv
ity
Concentration (mg/mL)
b) 15 min 0.5% E:SBHAConventional HeatingMicrowave Heating
**
*
*
0102030405060708090
100
0.5 1.5 2.5 3.5
% R
adic
al S
cave
ngin
g A
ctiv
ity
Concentration (mg/mL)
c) 3 min 1.7% E:SBHACoventional HeatingMicrowave Heating
**
*
0
20
40
60
80
100
0.5 1.5 2.5 3.5
% R
adic
al S
cave
ngin
g A
ctiv
ity
Concentration (mg/mL)
a) 5 min 0.5% E:SBHAConventional HeatingMicrowave Heating
** *
*
0102030405060708090
100
0.5 1.5 2.5 3.5
% R
adic
al S
cave
ngin
g A
ctiv
ity
Concentration (mg/mL)
d) 5 min 3.0% E:SBHAConventional HeatingMicrowave Heating
**
**
58
3.10 Ferric ion reducing antioxidant capacity (FIRC) Reducing Power
As shown in Table 3.5, MW-FPH from 3 min (1.7% E:S), and 5 min (3% E:S) had
significantly higher (P < 0.05) FIRC reducing power compared to CH-FPH. Both of these
MW-FPH treatments also have a high DH (22-23%) than CH-FPH treatments (9-12%).
However, MW-FPH treatments from 5 min (0.5% E:S), and 15 min (0.5% E:S) had no
significant differences (P > 0.05) in FIRC reducing power when compared to CH-FPH.
The MW treatments with higher DH (3 min 1.7% E:S and 5 min 3.0% E:S) were
capable of chelating the ions and forming more stable products. It is known that peptide
size plays an important role in the chelating capacity of bioactive peptides. Chelating
activity is dependent on molecular weight, structure, amino acid composition and steric
effects of the peptides (Guo, Hou, Li, Zhang, Wang, & Zhao, 2013; Yildirim, Mavi, &
Kara, 2001). Additionally, it is plausible for microwave heating to alter the structure of
protein, generating active amino acids within the hydrolysates, contributing to high DH
and the ability to react with free radicals to form stable products compared to conventional
heating (Tao Yang, 2013). The same trend of increasing DH with higher reducing power
was also seen for black scabbardfish (Aphanopus carbo) (Batista, Ramos, Coutinho,
Bandarra, & Nunes, 2010) and mackerel (Scomber austriasicus) hydrolysates (H.-C. Wu,
Chen, & Shiau, 2003). For MW-FPH, the trend of reducing power was similar to the DPPH
radical scavenging activities where higher DH in MW-FPH treatments exhibited higher
antioxidant properties. Several studies also reported that the reducing power increased with
increased amount of sample (Nazeer & Anila Kulandai, 2012; Zhu, Zhou, & Qian, 2006).
Other research on antioxidant properties of such as sardinelle (sardinella aurita) by-
59
products (Bougatef, Nedjar-Arroume, Manni, Ravallec, Barkia, Guillochon, et al., 2010)
revealed stronger reducing power capabilities with higher DH.
60
CHAPTER 4. CONCLUSION
Results from this research show that Rainbow trout (by-products) hydrolysates can
be successfully prepared using microwave-assisted hydrolysis. Functional properties
(protein solubility, emulsifying activity, foaming capacity and foaming stability) of the
microwave-assisted hydrolysates were equal to or improved compared to hydrolysates
derived from conventional heating method (water bath). The combination of microwave-
assisted hydrolysis with a low enzyme substrate ratio (such as 0.5% E:S) was sufficient to
prepare functional hydrolysates within a short period of time. However, for antioxidant
peptides the microwave-assisted hydrolysis required a higher enzyme concentration to
generate smaller MW peptides. Overall, MW-FPH showed higher antioxidant properties
compared to CH-FPH, which suggests MW-FPH can be a potential natural source of
antioxidants. These microwave-derived FPH can be used as value-added food ingredients.
In terms of the microwave-assisted hydrolysis, using MW energy was able to
increase the degree of hydrolysis in shorter amount of time compared to CH. As seen from
the results, MW energy has influence on the structure of the protein and enzyme cleavage
sites that allowed for high DH and better protein functionality. MW energy induced rapid
unfolding of the protein molecules, which generated smaller peptides with hydrophobic
and hydrophilic groups that influenced the functional properties of the protein positively.
61
CHAPTER 5. FUTURE DIRECTIONS
Ideally, an enzymatic treatment that is optimized for both functional and
antioxidant properties is desired. Further investigation on treatments using different
enzymes at various hydrolysis times and concentrations should be explored for desired
functional and antioxidant properties. Specifically, further research should determine the
E:S ratio under 0.5% with various times to identify if there is an optimal condition that
would be able to provide hydrolysates with improved functional properties in all categories.
The DH would be controlled to achieve partial hydrolysis and explore the effect on the
functional properties of the hydrolysates as studies have shown promising improvement in
functional properties with partial hydrolysis.
The effect of pH on both functional and antioxidant properties of MW-FPH could
be explored to determine the optimal E:S ratio and time for both properties. Since food
systems have a wide range of pH, it is important to fully explore the performance of FPH
as a food ingredient application. It would be intriguing to determine the most effective pH
for the FPH to be used in different food matrix such as emulsion and foam. The study of
wide range of pH for the FPH would be applicable for all different food matrixes and usage
as an ideal functional food ingredient.
Additionally, further research on the effect of microwave on the protein at the
molecular level should be studied to determine the mechanism behind the site-specific
62
cleavage to locate exactly where the microwave is aiding in the protein cleavage during
enzymatic hydrolysis. It would be ideal to determine the molecular mass and the peptide
sequence to answer the question. This would provide further insight on how microwave is
altering the protein structure at a supramolecular level. Studies on amino acid distribution
in FPH also need to be investigated to provide understanding on the specificity of
microwave treatment in selective cleavage of the peptide bonds. This will help in
elucidating the mechanism behind the enhanced functional and antioxidant properties.
Overall, to expand this study on the impact microwave-assisted enzymatic
hydrolysis on functional and antioxidant properties of fish by-products, more investigation
on the antioxidant properties using other assay (2,2′-Azino-bis(3-ethylbenzthiazoline-6-
sulphonic acid) (ABTS), metal chelating activity, etc.). Purification of the protein should
be conducted and the amino acid sequence should be determined. Additionally, application
of the FPH in model food systems needs to be explored to evaluate their functional
properties and sensory analysis should be conducted to determine consumer acceptability.
Lastly, investigation of the allergenicity of FPH using MW-assisted hydrolysis should be
studied to determine if microwave radiation could inhibit any allergenicity peptides in FPH.
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64
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functionality, 1, 110-152. Williams, R., Brownsell, V., & Andrews, A. (2001). Application of the plastein reaction
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71
Wu, W., Hettiarachchy, N., & Qi, M. (1998). Hydrophobicity, solubility, and emulsifying properties of soy protein peptides prepared by papain modification and ultrafiltration. Journal of the American Oil Chemists' Society, 75(7), 845-850.
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APPENDIX
73
APPENDIX: RESPONSE SURFACE METHOD DATA
Table 1. Analysis of variance for the response of degree of hydrolysis (DH%) of fish
protein hydrolysates (FPH) from conventional heating (CH) with Alcalase® 2.4L.
Source dF* Sum of squares Mean square F-Value P-Value
Regression Linear 2 25.5 − 2.37 0.174
Quadratic 2 8.60 − 0.800 0.493 Crossproduct 1 6.25 − 1.16 0.323 Total Model 5 40.4 − 1.50 0.316 Residual Lack of Fit 2 26.30 13.2 8.77a 0.035a
Pure Error 4 6.00 1.50 − − Total Error 6 32.30 5.38 − −
Factor ES 3 35.5 11.8 2.20 0.189
Time 3 7.94 2.65 0.49 0.701 *Degrees of freedom aSignificant at α= 0.05.
Table 2. Analysis of variance for the response of degree of hydrolysis (DH%) of fish
protein hydrolysates (FPH) from microwave assisted heating (MW) with Alcalase® 2.4L.
Source dF* Sum of squares
Mean square F-Value P-Value
Regression Linear 2 158.5 − 30.0a 0.001a
Quadratic 2 52.4 − 9.91a 0.013a
Crossproduct 1 1 − 0.380 0.561 Total Model 5 211.8 − 16.1a 0.002a
Residual Lack of Fit 2 7.84 3.92 1.96 0.255 Pure Error 4 8 2 − − Total Error 6 15.8 2.64 − −
Factor ES 3 172.2 57.4 21.7a 0.001a
Time 3 34.2 11.4 4.31 0.061 *Degrees of freedom aSignificant at α= 0.05.
74
Table 3. Prediction equation for degree of hydrolysis (DH%) of fish protein hydrolysates
(FPH) from conventional heating (CH) and microwave assisted heating (MW)
Variable: DH (%) Best explanatory equation P level (%)
CH Y = -1.23 + 0.735 T + 6.75 E:S
- 0.0201 T2 - 0.796 E:S2 - 0.200 T*E:S 5
MW Y = 2.78 + 0.680T + 13.34E:S
- 0.0067T2 - 2.238 E:S2 - 0.080 T*E:S 5
Table 4. The canonical analysis of response surface for conventional heating (CH) and
microwave assisted heating (MW) of degree of hydrolysis (DH).
Response Variable: DH (%)
Critical value of hydrolysis factor Predicted
value Stationary
Point Time (min)
E:S (%)
CH -7.5 5.2 13.5 maximum MW 36.7 2.3 30.7 maximum
75
Fig. 1. Contour plots of combined effect of enzyme/substrate ratio (E:S %), time, and
DH% fish protein hydrolysates (FPH) of (a) conventional heating (CH) and (b)
microwave-assisted heating (MW).
Time (min)
E:S
(%)
15.012.510.07.55.0
3.5
3.0
2.5
2.0
1.5
1.0
0.5
> – – – – < 4
4 66 88 10
10 1212
CHDH (%)
( ) ( ), ( )
Time (min)
E:S
(%)
15.012.510.07.55.0
3.5
3.0
2.5
2.0
1.5
1.0
0.5
> – – – – < 12
12 1616 2020 2424 28
28
MWDH (%)
( ) ( ), ( )
(a)
(b)
76
Table 5. Analysis of variance for the response of protein solubility at pH 3 of fish protein
hydrolysates (FPH) from conventional heating (CH).
Source dF* Sum of squares
Mean square F-Value P-Value
Regression Linear 2 43.0 − 0.44 0.663
Quadratic 2 92.5 − 0.95 0.439 Crossproduct 1 23.5 − 0.48 0.513 Total Model 5 159.0 − 0.65 0.672 Residual Lack of Fit 2 108.3 54.2 1.18 0.397 Pure Error 4 184.3 46.1 − − Total Error 6 292.6 48.8 − −
Factor ES 3 75.4 25.1 0.520 0.687
Time 3 107.3 35.77 0.730 0.569 *Degrees of freedom
Table 6. Analysis of variance for the response of protein solubility at pH 3 of fish protein
hydrolysates (FPH) from microwave assisted heating (MW)
Source dF* Sum of squares
Mean square F-Value P-Value
Regression Linear 2 6.75 − 0.42 0.674
Quadratic 2 50.9 − 3.18 0.114 Crossproduct 1 49.5 − 6.19a 0.047a
Total Model 5 107.1 − 2.68 0.131 Residual Lack of Fit 2 23.16 11.578 1.870 0.267 Pure Error 4 24.8 6.200 − − Total Error 6 48.0 7.993 − −
Factor ES 3 104.5 34.8488 4.36a 0.059a
Time 3 52.0 17.32 2.17 0.193 *Degrees of freedom aSignificant at α= 0.05.
77
Table 7. Prediction equation for protein solubility at pH 3 of fish protein hydrolysates
(FPH) from conventional heating (CH) and microwave assisted heating (MW).
Variable: DH (%) Best explanatory equation1 P level (%)
CH Y = 88.6 - 1.17 T + 11.6 E:S
+ 0.113 T2 - 2.14 E:S2 - 0.388 T*E:S 5
MW Y = 99.33 – 0.82T + 2.44E:S
- 0.0027 T2 - 2.216 E:S2 + 0.563 T*E:S
5
1T refers time (min) and E:S refers to enzyme/substrate ratio.
Table 8. The canonical analysis of response surface for conventional heating (CH) and
microwave assisted heating (MW) of solubility at pH 3.
Response Variable: Solubility pH 3 (%)
Critical value of hydrolysis factor Predicted
value Stationary
Point Time (min) E:S (%) CH 8.5 1.9 94.8 saddle point MW 7.7 1.5 98 saddle point
78
Fig. 2. Contour plots of combined effect of enzyme/substrate ratio (E:S %), time, and
protein solubility at pH 3 fish protein hydrolysates (FPH) of (a) conventional heating (CH)
and (b) microwave-assisted heating (MW).
Time (min)
E:S
(%)
15.012.510.07.55.0
3.5
3.0
2.5
2.0
1.5
1.0
0.5
> – – – < 92
92 9494 9696 98
98
CHPS (%)
Time (min)
E:S
(%)
15.012.510.07.55.0
3.5
3.0
2.5
2.0
1.5
1.0
0.5
> – – – – – – < 85.0
85.0 87.587.5 90.090.0 92.592.5 95.095.0 97.597.5 100.0
100.0
PS (%) MW
(a)
(b)
79
Table 9. Analysis of variance for the response of protein solubility at pH 7 of fish protein
hydrolysates (FPH) from conventional heating (CH).
Source dF* Sum of squares
Mean square F-Value P-Value
Regression Linear 2 36.3 − 0.98 0.427
Quadratic 2 28.1 − 0.76 0.507 Crossproduct 1 63.2 − 3.42 0.114 Total Model 5 127.7 − 1.38 0.349
Residual Lack of Fit 2 55.8 27.9 2.03 0.246 Pure Error 4 55.0 13.8 − − Total Error 6 110.9 18.5 − −
Factor ES 3 74.9 25.0 1.35 0.344
Time 3 112.9 37.6 2.04 0.210 *Degrees of freedom
Table 10. Analysis of variance for the response of protein solubility at pH 7 of fish protein
hydrolysates (FPH) from microwave assisted heating (MW).
Source dF* Sum of squares
Mean square F-Value P-Value
Regression Linear 2 2.15 − 0.630 0.565
Quadratic 2 14.8 − 4.320 0.069 Crossproduct 1 5.06 − 2.960 0.136 Total Model 5 22.01 − 2.570 0.141 Residual Lack of Fit 2 10.26 5.132 Infinitya <0.0001a
Pure Error 4 0 0 − − Total Error 6 10.26 1.71 − −
Factor ES 3 17.01 5.67 3.31 0.099
Time 3 10.30 3.43 2.01 0.214 *Degrees of freedom aSignificant at α= 0.05.
80
Table 11. Prediction equation for protein solubility at pH 7 of fish protein hydrolysates
(FPH) from conventional heating (CH) and microwave assisted heating (MW).
Variable: DH (%) Best explanatory equation1 P level (%)
CH Y = 100.06 - 0.31 T – 1.99 E:S
- 0.0610 T2 - 1.04 E:S2 - 0.636 T*E:S 5
MW Y = 90.73 + 1.038T + 4.82E:S
- 0.0359T2 – 0.917 E:S2 - 0.180 T*E:S 5
1T refers time (min) and E:S refers to enzyme/substrate ratio.
Table 12. The canonical analysis of response surface for conventional heating (CH) and
microwave assisted heating (MW) solubility at pH 7.
Response Variable: Solubility pH 7 (%)
Critical value of hydrolysis factor Predicted
value Stationary
Point Time (min) E:S (%) CH 12.7 2.9 95.1 saddle point MW 10.4 1.6 100 maximum
81
Fig. 3. Contour plots of combined effect of enzyme/substrate ratio (E:S %), time, and
protein solubility at pH 7 fish protein hydrolysates (FPH) of (a) conventional heating (CH)
and (b) microwave-assisted heating (MW).
Time (min)
E:S
(%)
15.012.510.07.55.0
3.5
3.0
2.5
2.0
1.5
1.0
0.5
> – – – – < 84
84 8787 9090 9393 96
96
CHPS (%)
Time (min)
E:S
(%)
15.012.510.07.55.0
3.5
3.0
2.5
2.0
1.5
1.0
0.5
> – – – < 94
94 9696 9898 100
100
MWPS (%)
(a)
(b)
82
Table 13. Analysis of variance for the response of protein solubility at pH 9 of fish protein
hydrolysates (FPH) from conventional heating (CH).
Source dF* Sum of squares Mean square F-Value P-Value
Regression Linear 2 3.27 − 1.94 0.224
Quadratic 2 0.281 − 0.17 0.850 Crossproduct 1 3.24 − 3.84 0.098 Total Model 5 6.79 − 1.61 0.288 Residual Lack of Fit 2 4.77 2.38 33.1a 0.003a
Pure Error 4 0.288 0.072 − − Total Error 6 5.06 0.843 − −
Factor ES 3 5.08 1.69 2.01 0.215
Time 3 5.1 1.70 2.02 0.213 *Degrees of freedom aSignificant at α= 0.05.
Table 14. Analysis of variance for the response of protein solubility at pH 9 of fish protein
hydrolysates (FPH) from microwave assisted heating (MW).
Source dF* Sum of squares
Mean square F-Value P-Value
Regression Linear 2 81.7 − 7.21 0.025a
Quadratic 2 30.8 − 2.72 0.145 Crossproduct 1 29.7 − 5.24 0.062 Total Model 5 142.2 − 5.02a 0.037a
Residual Lack of Fit 2 7.84 3.92 0.6 0.593 Pure Error 4 26.2 6.55 − − Total Error 6 34.0 5.67 − −
Factor ES 3 55.4 18.5 3.26 0.102
Time 3 122.6 40.88 7.21a 0.021a
*Degrees of freedom aSignificant at α= 0.05.
83
Table 15. Prediction equation for protein solubility at pH 9 of fish protein hydrolysates
(FPH) from conventional heating (CH) and microwave assisted heating (MW).
Variable: DH (%) Best explanatory equation1 P level (%)
CH Y = 101.33 - 0.005 T - 1.71 E:S
- 0.0078 T2 - 0.046 E:S2 + 0.144T*E:S
5
MW Y = 98.99 + 1.265T – 9.89 E:S
- 0.0713T2 + 1.084 E:S2
+ 0.436 T*E:S 5
1T refers time (min) and E:S refers to enzyme/substrate ratio.
Table 16. The canonical analysis of response surface for conventional heating (CH) and
microwave assisted heating (MW) solubility at pH 9.
Response Variable: Solubility pH 9 (%)
Critical value of hydrolysis factor Predicted
value Stationary
Point Time (min) E:S (% w/v) CH 12.7 1.4 100 saddle point MW 14.1 1.7 99.4 saddle point
84
Fig. 4. Contour plots of combined effect of enzyme/substrate ratio (E:S %), time, and
protein solubility at pH 9 fish protein hydrolysates (FPH) of (a) conventional heating (CH)
and (b) microwave-assisted heating (MW).
Time (min)
E:S
(%)
15.012.510.07.55.0
3.5
3.0
2.5
2.0
1.5
1.0
0.5
> – – – – < 97
97 9898 9999 100
100 101101
PS (%) CH
Time (min)
E:S
(%)
15.012.510.07.55.0
3.5
3.0
2.5
2.0
1.5
1.0
0.5
> – – – – < 88
88 9292 9696 100
100 104104
PS (%) MW
(a)
(b)
85
Table 17. Analysis of variance for the response of emulsifying activity of fish protein
hydrolysates (FPH) from conventional heating (CH).
Source dF* Sum of squares Mean square F-Value P-Value
Regression Linear 2 952.2 − 7.01a 0.027a
Quadratic 2 1546.0 − 11.4a 0.009a
Crossproduct 1 32.4 − 0.48 0.516 Total Model 5 2530.5 − 7.45a 0.015a
Residual Lack of Fit 2 372.1 186.0 20.9a 0.008a
Pure Error 4 35.6 8.90 − − Total Error 6 407.7 67.9 − −
Factor ES 3 332.9 111.0 1.63 0.279
Time 3 2172.9 724.3 10.7a 0.008a
*Degrees of freedom aSignificant at α= 0.05.
Table 18. Analysis of variance for the response of emulsifying activity of fish protein
hydrolysates (FPH) from microwave assisted heating (MW).
Source dF* Sum of squares
Mean square F-Value P-Value
Regression Linear 2 12.4 − 0.77 0.504
Quadratic 2 1.59 − 0.1 0.908 Crossproduct 1 13.1 − 1.62 0.251 Total Model 5 27.1 − 0.67 0.661
Residual Lack of Fit 2 30.7 15.4 3.46 0.134 Pure Error 4 17.8 4.44 − − Total Error 6 48.5 8.08 − −
Factor ES 3 15.4 5.14 0.64 0.619
Time 3 25.0 8.33 1.03 0.444 *Degrees of freedom
86
Table 19. Prediction equation for emulsifying activity of fish protein hydrolysates (FPH)
from conventional heating (CH) and microwave assisted heating (MW).
Variable: DH (%) Best explanatory equation1 P level (%)
CH Y = -61+ 13.81 T + 23.5 E:S - 0.541 T2
- 5.19 E:S2 - 0.455 T*E:S 5
MW Y = 35.08 + 0.466T + 1.15E:S - 0.012
+ 0.350 E:S2 - 0.289 T*E:S 5
1T refers time (min) and E:S refers to enzyme/substrate ratio.
Table 20. The canonical analysis of response surface for conventional heating (CH) and
microwave assisted heating (MW) of emulsifying activity.
Response Variable: EAI (m2/g)
Critical value of hydrolysis factor Predicted
value Stationary
Point Time (min) E:S (%) CH 12 1.7 42.3 maximum MW 6.7 1.1 37.3 saddle point
87
Fig. 5. Contour plots of combined effect of enzyme/substrate ratio (E:S %), time, and
emulsifying activity index (EAI) fish protein hydrolysates (FPH) of (a) conventional
heating (CH) and (b) microwave-assisted heating (MW).
E:S (%)
Tim
e (m
in)
3.53.02.52.01.51.00.5
15.0
12.5
10.0
7.5
5.0
> – – – – – < -10
-10 00 10
10 2020 3030 40
40
CH(m^2/g)
EAI
( g) ( ), ( )
E:S (%)
Tim
e (m
in)
3.53.02.52.01.51.00.5
15.0
12.5
10.0
7.5
5.0
> – – – < 35
35 3636 3737 38
38
MW(m^2/g)
EAI
( g) ( ), ( )
(a)
(b)
88
Table 21. Analysis of variance for the response of foam capacity of fish protein
hydrolysates (FPH) from conventional heating (CH).
Source dF* Sum of squares Mean square F-Value P-Value
Regression Linear 2 1493.7 − 16.4a 0.004a
Quadratic 2 1279.0 − 14.0a 0.006a
Crossproduct 1 0 − 0 0.983 Total Model 5 2772.7 − 12.2a 0.004a
Residual Lack of Fit 2 173.7 86.9 3.49 0.133 Pure Error 4 99.6 24.9 − − Total Error 6 273.3 45.5 − −
Factor Time 3 2518.7 839.6 18.4a 0.002a
ES 3 264.5 88.2 1.94 0.225 *Degrees of freedom aSignificant at α= 0.05.
Table 22. Analysis of variance for the response of foam capacity of fish protein
hydrolysates (FPH) from microwave assisted heating (MW).
Source dF* Sum of squares
Mean square F-Value P-Value
Regression Linear 2 1447.3 − 6.73a 0.029a
Quadratic 2 976.1 − 4.54 0.063 Crossproduct 1 176.9 − 1.65 0.247 Total Model 5 2600.3 − 4.84a 0.040a
Residual Lack of Fit 2 486.7 243.3 6.16 0.060 Pure Error 4 158.1 39.5 − − Total Error 6 644.8 107.5 − −
Factor Time 3 513.4 171.1 1.59 0.287 ES 3 2315.4 771.8 7.18a 0.021a
*Degrees of freedom aSignificant at α= 0.05.
89
Table 23. Prediction equation for foam capacity of fish protein hydrolysates (FPH) from
conventional heating (CH) and microwave assisted heating (MW).
Variable: DH (%) Best explanatory equation1 P level (%)
CH Y = -43 + 12.85 T + 12.9E:S - 0.508 T2
- 4.10 E:S2 - 0.012 T*E:S 5
MW Y = 121 - 0.80T - 60.3E:S - 0.113T2
+ 9.60 E:S2 + 1.064 T*E:S 5
1T refers time (min) and E:S refers to enzyme/substrate ratio.
Table 24. The canonical analysis of response surface for conventional heating (CH) and
microwave assisted heating (MW) of foam capacity.
Response Variable: Foam Capacity (%)
Critical value of hydrolysis factor Predicted
value Stationary
Point Time (min) E:S (% w/v) CH 12.6 1.5 48.6 maximum MW 8.9 2.6 38.1 saddle point
90
Fig. 6. Contour plots of combined effect of enzyme/substrate ratio (E:S %), time, and foam
capacity fish protein hydrolysates (FPH) of (a) conventional heating (CH) and (b)
microwave-assisted heating (MW).
Time (min)
E:S
(%)
15.012.510.07.55.0
3.5
3.0
2.5
2.0
1.5
1.0
0.5
> – – – – – < -10
-10 00 10
10 2020 3030 40
40
FC (%) CH
Time (min)
E:S
(%)
15.012.510.07.55.0
3.5
3.0
2.5
2.0
1.5
1.0
0.5
> – – – – – < 30
30 4040 5050 6060 7070 80
80
MWFC (%)
(a)
(b)
91
Table 25. Analysis of variance for the response of DPPH of fish protein hydrolysates (FPH)
from conventional heating (CH).
Source dF* Sum of squares Mean square F-Value P-Value
Regression Linear 2 2125.8 − 5 0.053
Quadratic 2 5099.8 − 12.0a 0.008a
Crossproduct 1 225 − 1.06 0.343 Total Model 5 7450.6 − 7.02a 0.017a
Residual Lack of Fit 2 1251.6 625.8 109.8a 0.0003a
Pure Error 4 22.8 5.7 − − Total Error 6 1274.4 212.4 − −
Factor ES 3 2746.3 915.4 4.31 0.061
Time 3 3830.3 1276.8 6.01a 0.031a
*Degrees of freedom aSignificant at α = 0.05
Table 26. Analysis of variance for the response of DPPH of fish protein hydrolysates
(FPH) from microwave assisted heating (MW).
Source dF* Sum of squares
Mean square F-Value P-Value
Regression Linear 2 606.9 − 5.21a 0.049a
Quadratic 2 55.7 − 0.48 0.642 Crossproduct 1 16.0 − 0.27 0.619 Total Model 5 678.6 − 2.33 0.166
Residual Lack of Fit 2 340.5 170.2 74.0a 0.001a
Pure Error 4 9.2 2.3 − − Total Error 6 349.7 58.3 − −
Factor ES 3 550.3 183.4 3.15 0.108
Time 3 181.3 60.4 1.04 0.441 *Degrees of freedom aSignificant at α = 0.05
92
Table 27. Prediction equation for DPPH of fish protein hydrolysates (FPH) from
conventional heating (CH) and microwave assisted heating (MW).
Variable: DH (%) Best explanatory equation1 P level (%)
CH Y = -112.6 + 20.27T + 67.7 E:S
- 0.935T2 – 11.04E:S2 - 1.2 T*E:S 5
MW Y = 66 – 2.07T + 2.7E:S + 0.113T2
+ 0.46E:S2 + 0.320 T*E:S 5
1T refers time (min) and E:S refers to enzyme/substrate ratio.
Table 28. The canonical analysis of response surface for conventional heating (CH) and
microwave assisted heating (MW) of DPPH.
Response Variable: DPPH
Critical value of hydrolysis factor Predicted
value Stationary
Point Time (min) E:S (% w/v) CH 9.1 2.5 67.3 maximum MW 26.9 -12.6 20.7 minimum
93
Fig. 7. Contour plots of combined effect of enzyme/substrate ratio (E:S %), time, and DPPH fish protein hydrolysates (FPH) of (a) conventional heating (CH) and (b) microwave-assisted heating (MW).
Time (min)
E:S
(%)
15.012.510.07.55.0
3.5
3.0
2.5
2.0
1.5
1.0
0.5
> – – – – < -20
-20 00 20
20 4040 60
60
CHDPPH (%)
Time (min)
E:S
(%)
15.012.510.07.55.0
3.5
3.0
2.5
2.0
1.5
1.0
0.5
> – – – < 60
60 7070 8080 90
90
(%) MWDPPH
(a)
(b)
94
Table 29 Analysis of variance for the response of FIRC of fish protein hydrolysates (FPH)
from conventional heating (CH).
Source dF* Sum of squares Mean square F-Value P-Value
Regression Linear 2 0.018 − 2.54 0.159
Quadratic 2 0.021 − 2.93 0.130 Crossproduct 1 0.007 − 1.88 0.219 Total Model 5 0.045 − 2.56 0.142 Residual Lack of Fit 2 0.012 0.006 2.78 0.175 Pure Error 4 0.009 0.002 − − Total Error 6 0.021 0.004 − −
Factor ES 3 0.021 0.007 1.95 0.223
Time 3 0.03 0.009 2.52 0.155 *Degrees of freedom
Table 30. Analysis of variance for the response of FIRC of fish protein hydrolysates
(FPH) from microwave assisted heating (MW).
Source dF* Sum of squares
Mean square F-Value P-Value
Regression Linear 2 0.058 − 7.54a 0.023a
Quadratic 2 0.020 − 2.64 0.151 Crossproduct 1 0.001 − 0.14 0.717 Total Model 5 0.078 − 4.10 0.058
Residual Lack of Fit 2 0.005 0.002 0.55 0.613 Pure Error 4 0.018 0.004 − − Total Error 6 0.023 0.004 − −
Factor ES 3 0.072 0.024 6.25a 0.028a
Time 3 0.02 0.01 1.31 0.354 *Degrees of freedom aSignificant at α= 0.05.
95
Table 31. Prediction equation for FIRC of fish protein hydrolysates (FPH) from
conventional heating (CH) and microwave assisted heating (MW).
Variable: DH (%) Best explanatory equation1 P level (%)
CH Y = 0.735 + 0.0304T – 0.0850E:S
- 0.0021T2 + 0.0142E:S2 + 0.0065T*E:S
5
MW Y = 0.768 – 0.0351T + 0.218E:S
+ 0.001T2 - 0.0292E:S2 - 0.0018 T*E:S 5
1T refers time (min) and E:S refers to enzyme/substrate ratio.
Table 32. The canonical analysis of response surface for conventional heating (CH) and
microwave assisted heating (MW) of FIRC.
Response Variable: FIRC (Abs)
Critical value of hydrolysis factor Predicted
value Stationary
Point Time (min) E:S (% w/v) CH 8.5 1.0 0.82 saddle point MW 11.7 3.3 0.92 saddle point
96
Fig. 8. Contour plots of combined effect of enzyme/substrate ratio (E:S %), time, and FIRC
fish protein hydrolysates (FPH) of (a) conventional heating (CH) and (b) microwave-
assisted heating (MW).
Time (min)
E:S
(%)
15.012.510.07.55.0
3.5
3.0
2.5
2.0
1.5
1.0
0.5
> – – – < 0.7
0.7 0.80.8 0.90.9 1.0
1.0
MWFIRC (Abs)
Time (min)
E:S
(%)
15.012.510.07.55.0
3.5
3.0
2.5
2.0
1.5
1.0
0.5
> – – – – – < 0.65
0.65 0.700.70 0.750.75 0.800.80 0.850.85 0.90
0.90
CHFIRC (Abs)
(a)
(b)