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Purdue University Purdue e-Pubs Open Access eses eses and Dissertations 12-2016 Impact of microwave-assisted heating and enzymatic treatment on functional and antioxidant properties of rainbow trout (Oncorhynchus mykiss) by-product hydrolysates Elizabeth Bich Hang Nguyen Purdue University Follow this and additional works at: hps://docs.lib.purdue.edu/open_access_theses Part of the Food Science Commons is document has been made available through Purdue e-Pubs, a service of the Purdue University Libraries. Please contact [email protected] for additional information. Recommended Citation Nguyen, Elizabeth Bich Hang, "Impact of microwave-assisted heating and enzymatic treatment on functional and antioxidant properties of rainbow trout (Oncorhynchus mykiss) by-product hydrolysates" (2016). Open Access eses. 884. hps://docs.lib.purdue.edu/open_access_theses/884

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Page 1: Impact of microwave-assisted heating and enzymatic

Purdue UniversityPurdue e-Pubs

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

Follow this and additional works at: https://docs.lib.purdue.edu/open_access_theses

Part of the Food Science Commons

This document has been made available through Purdue e-Pubs, a service of the Purdue University Libraries. Please contact [email protected] foradditional information.

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

Page 2: Impact of microwave-assisted heating and enzymatic

Graduate School Form30 Updated

PURDUE UNIVERSITYGRADUATE SCHOOL

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

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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

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For my Mother

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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

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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

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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

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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

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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

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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.

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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.

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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

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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

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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.

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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).

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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

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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).

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Fig. 1.1. Flowchart of enzymatic hydrolysis of fish protein for production of FPH Adapated from Hordur G. Kristinsson & Barbara A. Rasco, 2000a-b

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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

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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

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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,

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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).

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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).

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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.

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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 &

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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

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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

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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

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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

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(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)

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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.

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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.

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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

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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.

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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

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(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

Page 39: Impact of microwave-assisted heating and enzymatic

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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.

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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

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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).

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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

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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.

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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.

Page 45: Impact of microwave-assisted heating and enzymatic

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).

Page 46: Impact of microwave-assisted heating and enzymatic

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

Page 47: Impact of microwave-assisted heating and enzymatic

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

Page 48: Impact of microwave-assisted heating and enzymatic

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

Page 49: Impact of microwave-assisted heating and enzymatic

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.

Page 50: Impact of microwave-assisted heating and enzymatic

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.

.

Page 51: Impact of microwave-assisted heating and enzymatic

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.

Page 52: Impact of microwave-assisted heating and enzymatic

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

Page 53: Impact of microwave-assisted heating and enzymatic

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

Page 54: Impact of microwave-assisted heating and enzymatic

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.

Page 55: Impact of microwave-assisted heating and enzymatic

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

Page 56: Impact of microwave-assisted heating and enzymatic

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

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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).

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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).

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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).

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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

Page 61: Impact of microwave-assisted heating and enzymatic

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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

Page 62: Impact of microwave-assisted heating and enzymatic

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.

Page 63: Impact of microwave-assisted heating and enzymatic

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.

Page 64: Impact of microwave-assisted heating and enzymatic

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.

Page 65: Impact of microwave-assisted heating and enzymatic

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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.

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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

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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

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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.

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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).

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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

ngin

g A

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

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g A

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Concentration (mg/mL)

d) 5 min 3.0% E:SBHAConventional HeatingMicrowave Heating

**

**

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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-

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59

products (Bougatef, Nedjar-Arroume, Manni, Ravallec, Barkia, Guillochon, et al., 2010)

revealed stronger reducing power capabilities with higher DH.

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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.

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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

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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.

Page 76: Impact of microwave-assisted heating and enzymatic

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Page 85: Impact of microwave-assisted heating and enzymatic

APPENDIX

Page 86: Impact of microwave-assisted heating and enzymatic

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.

Page 87: Impact of microwave-assisted heating and enzymatic

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

Page 88: Impact of microwave-assisted heating and enzymatic

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)

Page 89: Impact of microwave-assisted heating and enzymatic

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.

Page 90: Impact of microwave-assisted heating and enzymatic

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

Page 91: Impact of microwave-assisted heating and enzymatic

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)

Page 92: Impact of microwave-assisted heating and enzymatic

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.

Page 93: Impact of microwave-assisted heating and enzymatic

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

Page 94: Impact of microwave-assisted heating and enzymatic

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)

Page 95: Impact of microwave-assisted heating and enzymatic

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.

Page 96: Impact of microwave-assisted heating and enzymatic

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

Page 97: Impact of microwave-assisted heating and enzymatic

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)

Page 98: Impact of microwave-assisted heating and enzymatic

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

Page 99: Impact of microwave-assisted heating and enzymatic

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

Page 100: Impact of microwave-assisted heating and enzymatic

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)

Page 101: Impact of microwave-assisted heating and enzymatic

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.

Page 102: Impact of microwave-assisted heating and enzymatic

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

Page 103: Impact of microwave-assisted heating and enzymatic

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)

Page 104: Impact of microwave-assisted heating and enzymatic

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

Page 105: Impact of microwave-assisted heating and enzymatic

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

Page 106: Impact of microwave-assisted heating and enzymatic

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)

Page 107: Impact of microwave-assisted heating and enzymatic

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.

Page 108: Impact of microwave-assisted heating and enzymatic

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

Page 109: Impact of microwave-assisted heating and enzymatic

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)