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STUDIES ON EXTRACTION OF STEVIOSIDE FROM STEVIA (Stevia rebaudiana Bertoni) LEAVES Thesis Submitted to the Punjab Agricultural University in partial fulfillment of the requirements for the degree of MASTER OF TECHNOLOGY in PROCESSING AND FOOD ENGINEERING (Minor Subject: Food Science and Technology) By Gursimran Singh Sangha (L-2011-AE-150-M) Department of Processing and Food Engineering College of Agricultural Engineering and Technology PUNJAB AGRICULTURAL UNIVERSITY LUDHIANA-141004 2014

STUDIES ON EXTRACTION OF STEVIOSIDE FROM STEVIA (Stevia ... · Dr. (Mrs.) Gagandeep Kaur Sidhu Er. Navdeep Jindal Major Advisor External Examiner Assistant Professor Deptt. of Food

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  • STUDIES ON EXTRACTION OF STEVIOSIDE FROM

    STEVIA (Stevia rebaudiana Bertoni) LEAVES

    Thesis

    Submitted to the Punjab Agricultural University

    in partial fulfillment of the requirements

    for the degree of

    MASTER OF TECHNOLOGY

    in

    PROCESSING AND FOOD ENGINEERING

    (Minor Subject: Food Science and Technology)

    By

    Gursimran Singh Sangha

    (L-2011-AE-150-M)

    Department of Processing and Food Engineering

    College of Agricultural Engineering and Technology

    PUNJAB AGRICULTURAL UNIVERSITY

    LUDHIANA-141004

    2014

  • CERTIFICATE I

    This is to certify that the thesis entitled, “Studies on extraction of stevioside from

    stevia (Stevia rebaudiana Bertoni) leaves” submitted for the degree of M.Tech. in the

    subject of Processing and Food Engineering (Minor subject: Food Science and

    Technology) of the Punjab Agricultural University, Ludhiana, is a bonafide research work

    carried out by Gursimran Singh Sangha (L-2011-AE-150-M) under my supervision and

    that no part of thesis has been submitted for any other degree. The assistance and help received during the course of investigation have been fully

    acknowledged.

    ______________________________

    Dr. (Mrs.) Gagandeep Kaur Sidhu

    Major Advisor

    Research Engineer

    Deptt. Of Processing and Food Engineering

    Punjab Agricultural University

    Ludhiana- 141004

  • CERTIFICATE II

    This is to certify that the thesis entitled, “Studies on extraction of stevioside from

    stevia (Stevia rebaudiana Bertoni) leaves” submitted by Gursimran Singh Sangha

    (L-2011-AE-150-M) to the Punjab Agricultural University, Ludhiana, in partial fulfillment of

    the requirements for the degree of M.Tech. in the subject of Processing and Food

    Engineering (Minor subject: Food Science and Technology) has been approved by the

    Student‟s Advisory Committee along with Head of the Department after an oral examination

    on the same.

    ___________________________ ____________________________

    Dr. (Mrs.) Gagandeep Kaur Sidhu Er. Navdeep Jindal

    Major Advisor External Examiner

    Assistant Professor

    Deptt. of Food Engg. and Technology

    SLIET, Longowal

    _______________________

    Dr. A.K. Singh

    Head of the Department

    _______________________

    Dr. Gursharan Singh

    Dean, Post-Graduate Studies

  • ACKNOWLEDGEMENT

    I have been able to bring this study in the present shape only because of heartily cooperation

    of number of heads and hands. There are some who have blessed, some who assisted and

    some who have supplemented. Firstly, I wish to thank “Akaalpurakh” the almighty being for

    all the blessings and providing me strength to complete this work.

    I feel great pleasure to place on record my deep sense of appreciation and heartfelt thanks to

    my major advisor Dr. (Mrs.) Gagandeep Kaur (Research Engineer), Department of

    Processing and Food Engineering, for her constant supervision, valuable guidance, kindness,

    encouragement and constructive criticisms from the initial stage. I am also greatly indebted

    to my advisory committee members Dr. Mahesh Kumar (Professor), Department of

    Processing and Food Engineering and Dr. (Mrs.) Amarjit Kaur (Sr. Milling Technologist

    cum Head), Department of Food Science and Technology and Dr. Ashok Kumar (Professor),

    Department of Processing and Food Engineering (Dean PG Nominee) for their valuable

    comments, suggestions and support during the course of research work.

    I am grateful to Dr. A.K. Singh (Sr. Research Engineer cum Head, Department of Processing

    and Food Engineering), for providing necessary facilities for successful completion of this

    work. His positive attitude and regular enquiry throughout the period is notable.

    I would like to pay my sincere gratitude to Atinderpal Singh Samra (M.Sc., Agronomy) for

    his encouraging words and continuous support during hard times, I cannot thank him with

    words.

    I wish to express my deepest gratitude to my mother, who nursed me with great affection and

    my brother. Without their help, I would not have brought this study to fruition.

    I acknowledge the wonderful support and work of my friends Gurpreet Gosal, Gurnaz,

    Harman Sandhu, Narjeet, Pippal Singh, Kanwaljeet Singh and Gurleen Mann and thank

    them for their flourishing inspiration during my student life at PAU, Ludhiana.

    I fully acknowledge the assistance and aid provided by the laboratory technicians during the

    experiment.

    Lastly, I offer my regards and blessings to all of those who supported me in any respect

    during the completion of the thesis.

    Kalgidhar Patshah, who continues to look after me despite my flaws.

    _______________________

    Gursimran Singh Sangha

  • Title of the thesis : Studies on extraction of stevioside from stevia

    (Stevia rebaudiana Bertoni) leaves

    Name of the Student : Gursimran Singh Sangha

    and Admission No. L-2011-AE-150-M

    Major subject : Processing and Food Engineering

    Minor subject : Food Science and Technology

    Name of Major Advisor : Dr. (Mrs.) Gagandeep Kaur Sidhu

    & Designation Research Engineer

    Degree to be Awarded : M.Tech.

    Year of award of Degree : 2014

    Total Pages in Thesis : 85 + Appendices + VITA

    Name of University : Punjab Agricultural University, Ludhiana-141 004,

    Punjab, India

    ABSTRACT

    A study was conducted on Stevia rebaudiana Bertoni leaves in order to study the

    impact of varying process conditions on stevioside extraction. Four experiments were

    conducted by varying three factors viz. time, temperature/power and leaf-solvent ratio to

    three levels. In first experiment, levels of time were 20, 70 and 120 min, temperature were

    30, 60 and 90°C and leaf-water ratio were 1:5, 1:15 and 1:25. In second experiment,

    methanol was used as a solvent with levels of time as 10, 25 and 40 min, levels of

    temperature as 30, 45 and 60°C and leaf-methanol ratio as 1:5, 1:7.5 and 1:10. In third and

    fourth experiment, microwave was used as source of power. In both experiments, time and

    power were varied as 0.5, 1.25 and 2.0 min and 180, 540 and 900 watt. In experiment where

    water was used as solvent, leaf-solvent ratio was varied as 1:5, 1:15 and 1:25 and with

    methanol it was varied as 1:5, 1:7.5 and 1:10. The extraction conditions were optimized

    keeping in consideration five responses, namely Stevioside content (%), Color (A420), Sugar

    content (%), TSS (°Brix) and pH using Response Surface Methodology. Stevioside content

    increased with extraction time up to 70 min, temperature up to 77°C and leaf-water ratio up

    to 1:16 with water and increased with time, temperature and leaf-methanol ratio up to 21 min,

    53.5°C and 1:7.6 when methanol was used. When microwave assisted extraction was

    performed using water as a solvent, stevioside increased with time, power and leaf-water ratio

    up to 1.12 min, 635 watt and 1:18 respectively. With methanol it increased with time, power

    and leaf-water ratio up to 1.09 min, 696 watt and 1:7.7 respectively, and decreased

    afterwards. Microwave assisted extraction using water was found to be most suited method

    for stevioside extraction from Stevia rebaudiana Bertoni leaves yielding highest stevioside

    content.

    Keywords: Stevioside, MAE, Stevia, Sweeteners, Steviol glycosides

    ________________________ ________________________

    Signature of Major Advisor Signature of Student

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  • CONTENTS

    Chapter

    No.

    Topic Page

    No.

    I INTRODUCTION 1-3

    II REVIEW OF LITERATURE 4-13

    III MATERIAL AND METHODS 14-23

    3.1 Experimental design and equipment used 14

    3.2 Preparation and procurement of material 15

    3.3 Experimental design for optimization of process

    parameters

    15

    3.3.1 Analysis of design 17

    3.3.2 Optimization of stevioside extraction process. 19

    3.4 Extraction of stevia extract 20

    3.4.1 Extraction with water 20

    3.4.2 Extraction with methanol 20

    3.4.3 Microwave assisted extraction 21

    3.5 Determination of different physico-chemical

    characteristics of stevia extract

    21

    3.5.1 Estimation of stevioside content 21

    3.5.2 Determination of color (A420) 22

    3.5.3 Estimation of total sugars 22

    3.5.4 Determination of total soluble solids 23

    3.5.5 Determination of pH 23

    IV RESULTS AND DISCUSSION 24-77

    4.1 Extraction of stevioside with water 24

    4.1.1 Effect of different process parameters on stevioside

    content

    26

    4.1.2 Effect of different process parameters on color

    (A420) of extract

    28

  • Chapter

    No.

    Topic Page

    No.

    4.1.3 Effect of process parameters on sugar content 31

    4.1.4 Effect of process parameters on total soluble solids

    (TSS)

    33

    4.1.5 Effect of different process parameters on pH values 35

    4.1.6 Optimization of process parameters for extraction

    of stevioside using hot water

    37

    4.2 Extraction of stevioside by methanol 38

    4.2.1 Effect of different process parameters on stevioside

    content

    39

    4.2.2 Effect of different process parameters on color

    (A420)

    42

    4.2.3 Effect of different process parameters on sugar

    content

    44

    4.2.4 Effect of different process parameters on total

    soluble solids (TSS)

    46

    4.2.5 Effect of process parameters on pH 48

    4.2.6 Optimization of process parameters for extraction

    of stevioside using methanol

    50

    4.3 Microwave assisted extraction of stevioside with water 51

    4.3.1 Effect of different process parameters on stevioside

    content

    52

    4.3.2 Effect of different process parameters on color

    (A420) of stevia extract

    55

    4.3.3 Effect of process parameters on sugar content (%) 57

    4.3.4 Effect of process parameters on total soluble solids

    (TSS)

    59

    4.3.5 Effect of process parameters on pH 61

    4.3.6 Optimization of process parameters for extraction

    of stevioside using MAE with water

    63

    4.4 Microwave assisted extraction of stevioside with methanol 64

  • Chapter

    No.

    Topic Page

    No.

    4.4.1 Effect of process parameters on stevioside content 65

    4.4.2 Effect of process parameters on color (A420) 67

    4.4.3 Effect of process parameters on sugar content (%) 69

    4.4.4 Effect of process parameters on total soluble solids

    (TSS)

    71

    4.4.5 Effect of process parameters on pH 73

    4.4.6 Optimization of process parameters for extraction

    of stevioside using MAE with methanol

    75

    4.5 Comparison of different methods of extraction of

    stevioside content

    76

    V SUMMARY 78-80

    REFERENCES 81-85

    APPENDIX I-II

  • LIST OF TABLES

    Table

    No.

    Title Page

    No.

    3.1 Design of experiment 14

    3.2 Equipments used in study 14

    3.3 The level of variables chosen for the Box-Behnken design for

    extraction with water

    16

    3.4 The level of variables chosen for the Box-Behnken design for

    extraction with methanol

    16

    3.5 The level of variables chosen for the Box-Behnken design for

    microwave assisted extraction with water

    16

    3.6 The level of variables chosen for the Box-Behnken design for

    microwave assisted extraction with methanol

    17

    3.7 Three factor Box-Behnken experimental design for extraction with

    water

    17

    3.8 Three factor Box-Behnken experimental design for extraction with

    methanol

    18

    3.9 Three factor Box-Behnken experimental design for microwave

    assisted extraction with water

    18

    3.10 Three factor Box-Behnken experimental design for microwave

    assisted extraction with water

    19

    4.1 Effect of extraction conditions on product responses 25

    4.2 Statistics of various parameters 25

    4.3 ANOVA for stevioside content 26

    4.4 ANOVA for color (A420) of stevia extract 29

    4.5 ANOVA for sugar content 31

    4.6 ANOVA for TSS 33

    4.7 ANOVA for pH 35

    4.8 Optimization of the extraction conditions for stevioside using water 37

    4.9 Effect of extraction conditions on product responses 38

    4.10 Statistics of various parameters 39

    4.11 ANOVA for stevioside content 39

  • Table

    No.

    Title Page

    No.

    4.12 ANOVA for color (A420) of stevia extract 42

    4.13 ANOVA for sugar content 44

    4.14 ANOVA for TSS 46

    4.15 ANOVA for pH 48

    4.16 Optimization of the extraction conditions for stevioside using

    methanol

    50

    4.17 Effect of extraction conditions on product responses 51

    4.18 Statistics of various parameters 52

    4.19 ANOVA for stevioside content 52

    4.20 ANOVA for color (A420) of stevia extract 55

    4.21 ANOVA for sugar content 57

    4.22 ANOVA for TSS 59

    4.23 ANOVA for pH 61

    4.24 Optimization of the microwave assisted extraction conditions for

    stevioside using water

    63

    4.25 Effect of extraction conditions on product responses 64

    4.26 Statistics of various parameters 65

    4.27 ANOVA for stevioside content 65

    4.28 ANOVA for color (A420) of stevia extract 67

    4.29 ANOVA for sugar content 69

    4.30 ANOVA for TSS 71

    4.31 ANOVA for pH 73

    4.32 Optimization of the microwave assisted extraction conditions for

    stevioside using methanol

    75

    4.33 Optimized conditions for different methods of extraction 77

  • LIST OF FIGURES

    Figure

    No.

    Title Page

    No.

    4.1 Effect of different process parameters on stevioside content using water

    extraction

    27

    4.2 Effect of different process parameters on color (A420) of stevia extract

    using water extraction

    30

    4.3 Effect of different process parameters on sugar content using water

    extraction

    32

    4.4 Effect of different process parameters on TSS using water extraction 34

    4.5 Effect of different process parameters on pH values using water

    extraction

    36

    4.6 Optimization of process parameters for extraction of stevioside with

    water

    37

    4.7 Effect of different process parameters on stevioside content using

    methanol extraction

    41

    4.8 Effect of different process parameters on color (A420) of stevia extract

    using methanol extraction

    43

    4.9 Effect of different process parameters on sugar content using methanol

    extraction

    45

    4.10 Effect of different process parameters on TSS using methanol extraction 47

    4.11 Effect of different process parameters on pH values using methanol

    extraction

    49

    4.12 Optimization of process parameters for extraction of stevioside using

    methanol

    50

    4.13 Effect of different process parameters on stevioside content using MAE

    with water

    54

    4.14 Effect of different process parameters on color (A420) of stevia extract

    using MAE with water

    56

    4.15 Effect of different process parameters on sugar content using MAE with

    water

    58

    4.16 Effect of different process parameters on TSS using MAE with water 60

    4.17 Effect of different process parameters on pH values using MAE with

    water

    62

    4.18 Optimization of process parameters for extraction of stevioside with

    MAE using water

    64

  • Figure

    No.

    Title Page

    No.

    4.19 Effect of different process parameters on stevioside content using MAE

    with methanol

    66

    4.20 Effect of different process parameters on color (A420) of stevia extract

    using MAE with methanol

    68

    4.21 Effect of different process parameters on sugar content using MAE with

    methanol

    70

    4.22 Effect of different process parameters on TSS using MAE with methanol 72

    4.23 Effect of different process parameters on pH values using MAE with

    methanol

    74

    4.24 Optimization of process parameters for extraction of stevioside with

    MAE using methanol

    76

  • LIST OF PLATES

    Plate

    No.

    Title Page

    No.

    3.1 Dried stevia powder and leaves 15

    3.2 Heating mantle 20

    3.3 Microwave oven 21

    3.4 UV-Visible spectrophotometer 22

    3.5 Erma hand refractometer 23

    3.6 pH meter 23

  • CHAPTER I

    INTRODUCTION

    Stevia, botanically known as Stevia rebaudiana Bertoni (Family- Asteraceae) is a

    sweet herb. The leaves are mild green and intensely sweet. The compounds in the leaves are

    called stevioside and rebaudioside and they are more than 200 times sweeter than sugar

    (Anon, 2004). Its leaves contain approximately 10% of stevioside which are intensely sweet

    compound. The leaves have been traditionally used for hundreds of years in Paraguay and

    Brazil to sweeten local teas, medicines and as a „sweet treat‟. There are now more than 150

    species of Stevia grown in world. Stevia is sweet in nature and a native of Paraguay, so it is

    called the “sweet herb of Paraguay.” It is also known as honey leaf, sweet leaf, sweet herb,

    candy leaf, and honey yerba (Carakostas et al, 2008). Even though there are more than 200

    species of the genus Stevia, only S. rebaudiana gives the sweetest essence (Savita et al, 2004).

    Stevia has a four-year life span and yields three to four crops per year, with an initial

    investment of ` 3.7 lakh ha-1, a farmer can earn about ` 2 lakh per annum, for four years. The

    yearly yields can be in the range of 7.41-9.88 tons ha-1

    . Stevia leaves can be sold at ` 200 kg-1,

    so the dried leaves are thus economically beneficial to growers (Sharma and Chattopadhya,

    2007). Stevia has been approved for several years in Brazil, Argentina, and Paraguay, as well

    as in China, Korea, and Japan to sweeten soft drinks, soy sauce, yogurt, and other foods,

    whereas in the United States they are used as dietary supplements since 1995.Although Stevia

    has been in use in Asia and Europe for years, it was only in the past couple of years that it has

    really started to capture attention in the Indian market as a healthy alternative sweetener to

    sugar.

    Stevia has no calcium cyclamate, no saccharin, no aspartame and no calories. It is

    safe for diabetics, as it does not affect blood sugar levels; it does not have the neurological or

    renal side effects associated with some of the artificial sweeteners. The main advantage of

    stevioside over other sweeteners is that it is stable at 100°C (Buckenhuskers and Omran,

    1997). Apart from this, stevia is nutrient rich, containing substantial amount of Protein,

    Magnesium, Miocene, Riboflavin, Zinc, Chromium, Selenium, Calcium & Phosphorus,

    besides stevia can also be used as a household sweetener in preparation of most Indian sweets

    (Anon, 2004). Stevia products has ample amount of medicinal usage and advantages for

    diabetic and blood pressure patients. Stevia sweetener extractives have been suggested to

    exert beneficial effects on human health, including antihypertensive (Lee et al, 2001),

    antioxidant (Xi et al, 1998), anti-human rotavirus activities (Takahashi et al, 2001).

    Extraordinary antimicrobial activity of Stevia has presented it as a potent non antibiotic

    pharmaceutical and an efficient food preservative (Ghosh et al, 2008). Reports have proved

  • 2

    that it is safe for consumption without any health risks. Thereafter, Stevia emerged as one of

    the best alternative sources of sweeteners (Savita et al, 2004).

    Stevioside gives the impression of slightly bitter taste, while rebaudioside A contributes

    to the typical sweet taste (similar to sucrose) (Singh and Rao, 2005). Stevia is used in form of

    fresh leaves, powder and liquid extract. Traditionally, it is used as dried leaf or fresh leaves

    directly, but it leaves the sediments in domestic cooking and wastage is more. So, the extraction

    of stevioside from stevia leaves is more useful and economical. The main sweet component in

    the leaves of Stevia rebaudiana is stevioside and different technologies are available for

    extraction of stevioside. Some of them are extraction with hot water followed by separation,

    filtration, crystallization and drying. Extraction with hot water includes the boiling the leaves in

    hot water to dissolve glycoside and filtering the liquid by precipitation. This filtered liquid is

    then concentrated and resin exchange is used to separate the glycoside into high and low R-A

    fractions and crystallization and drying is done to get stevia crystals. Boiling water extraction

    can achieve 93-98% extraction of stevioside (Midmore and Rank, 2006). Hot-water treatment

    has been used as a classical extraction method (Dacome et al, 2005). However, it should be

    noted that hot-water extraction is associated with long extraction time and high temperature.

    Yoda et al, (2003) studied the supercritical fluid extraction and the kinetics of the glycosides

    from stevia leaves. The results showed the yield was approximately 1.6%. Zhang et al, (2000)

    discussed the use of membrane separation technology to produce Stevia extracts without

    residual taste. However, all these processes have complex steps and there was no information

    about the effects of extraction method on the contents of stevioside and rebaudioside A in the

    extracts obtained. In solvent extraction, different solvents are used to dissolve glycoside from

    leaves and this process is repeated till we get miscella of high glycoside content. Then this

    miscella is desolventized, purified and separated to get clear glycoside. For crystals and powder,

    this liquid is crystallized and dehydrated (Nikolai et al, 2001).

    Modern extraction techniques such as pressurized fluid extraction, pressurized hot

    water extraction, supercritical fluid extraction and microwave assisted extraction have been

    used for extracting stevioside content. Microwave assisted extraction is gaining popularity

    because it allows faster extraction, reduced solvent, increases recovery, saves time and energy

    consumption in comparison to conventional methods of extraction. Bondarev et al, (2003)

    studied steviol glycoside content in different organs of Stevia rebaudiana and its dynamics

    during ontogeny with HPLC. Kolb et al, (2001) developed an improved HPLC method for

    quality control of stevioside and rebaudioside A contents in dried leaves of Stevia

    rebaudiana. These methods study one variable at a time, but in extraction process there are

    multiple independent variables affecting the extraction process. Therefore, it is necessary to

    use optimization techniques for optimization of different process parameters involved in the

    extraction of stevioside from Stevia leaves.

  • 3

    Optimization is done in order to improve the efficiency of the system in terms of

    system performance, product yield and operating cost. Numerical optimization studies have

    been used using response surface methodology (RSM). RSM is a collection of statistical and

    mathematical techniques useful for the developing, improving, and optimizing process. RSM

    has been widely used to evaluate and understand the interactions between different process

    parameters. RSM consists of various stages such as determination of various independent

    parameters and their effective levels, selection of the experimental design, prediction and

    verification of model equations, generating response surfaces and contour plots, and at last the

    determination of optimum points. In this process, the experimental design stage leads to an

    efficient experimentation for evaluation of the process in a short period of time for laboratory

    level tests. The main advantage of using RSM is that it takes into account the interactive

    effects of independent variables on the process and the number of experiments reduces. In

    recent years, RSM has been successfully used by various researchers for optimizing many of

    the fruit based product development processes and in many other unit operations involved in

    processing of liquid samples such as extraction and clarification.

    Not much work has been reported on optimization of different process parameters for

    extraction of stevioside using different methods. Taking the above discussions into

    consideration the present work has been planned with the following objectives:

    i. To study the effect of different extraction methods on the quality of the extract.

    ii. Optimization of different process parameters for extraction of stevioside using different

    methods.

  • CHAPTER II

    REVIEW OF LITERATURE

    The literature related to review of the present study has been reviewed as under:

    The most favoured process for isolation of glycosides involve four steps; aqueous or

    solvent extraction, ion exchange precipitation or coagulation with filtration, then

    crystallization and drying. Ahmed and Dobberstein (1982) extracted stevioside and

    rebaudioside A and C from the dried leaves of S.rebaudiana in a microsoxhlet apparatus.

    They observed that choloform/methanol provided best results, compared to choloform.

    Potential sweetening agents of plant origin and field search for sweet-tasting Stevia

    species were studied by Soejarto et al, (1983). Field work in Paraguay, Peru, Colombia and

    Mexico, including field organoleptic tests and interviews, was carried out in search of sweet-

    tasting Stevia species. The data obtained showed that leaves of no other Stevia species studied

    possessed a potent sweet taste comparable to that of Stevia rebaudiana leaves. Since only

    15% of the approximately 200 known species in this genus were investigated in this study, it

    is quite possible that further research may reveal additional sweet-tasting Stevia species.

    Nishiyama et al, (1992) used the Near Infrared reflectance spectroscopy (NIRS) for

    the analysis of stevioside in Stevia rebaudiana leaves with same accuracy as obtained by

    HPLC. The leaves were extracted with near boiling water and the subjected to HPLC

    analysis. For NIRS analysis, leaves were ground using a cyclone mill fitted with 1.0 mm

    screen, NIRS calibration was developed from 64 samples covering the range of stevioside

    normally found in Stevia rebaudiana leaves (4-13%). The result suggested that NIRS was a

    precise and simple method for routine stevioside determinations in Stevia rebaudiana.

    Extraction of stevioside, rebaudioside A and C and dulcoside was also performed by

    supercritical fluid extraction method using CO2 and methanol as modifier by Liu et al,

    (1997). The extraction conditions were optimized and extraction efficiency of more than 88%

    was obtained. Such an extraction technique has been gaining popularity as an analytical tool

    because it is rapid, simple and less expensive in terms of solvent.

    The stevioside content in plant material and food samples was determined HPLC by

    Bovanova et al, (1998). An HPLC method determination of sweet-tasting stevioside in the

    leaves of the plant for the Stevia rebaudiana and in some beverages (e.g. tea, orange juice)

    was developed. The pre-separation procedure consisted of extraction of sweet-tasting

    stevioside from the plant material using boiling water and a solid-phase extraction (SPE).

    Recovery rates of the SPE for the analyzed matrices ranged from 92.8% to 97.8% (for

    concentrations of STS of 105, 210 and 300 μg/ml; Relative Standard Deviation (RSD) ≤

    3.3%). The chromatographic separations were realized. The limits of determination of STS

    were 5 μg/ml for leaf extract and tea sample whereas it was 8 μg/ml for the juice sample.

    http://www.springerlink.com/content/?Author=D.+D.+Soejarto

  • 5

    Selectivity of polymer adsorbent in adsorptive separations of stevia diterpene

    glycosides was studied by Chen et al, (1998). Some hydrophobic (including both the non-

    polar and polar) and hydrophilic polymer adsorbents were designed and synthesized, and their

    adsorption properties and adsorption mechanism toward stevia glycosides were studied in

    great detail. The skeleton structure and polarity of the resins had effect on the adsorption

    capacity and the selectivity properties during the adsorption of stevioside and rebaudioside A.

    A sweetener with high rebaudioside A content was isolated by using the adsorption selectivity

    of the polar resins.

    Stevia glycosides were extracted by super critical fluid extraction (SCFE) method

    using CO2 as solvent and water/ethanol as co-solvent. The mean total yield for SCFE

    treatment was 3.0%. The yields of stevia glycosides for SCFE with co-solvent were below

    0.50%, except at 120 bar, 16°C. Under this condition, total yield was 3.4%. The quality of the

    glycoside fraction with respect to its capacity as sweetener was better for SCFE extract as

    compared to extract obtained by conventional process. The overall extraction curves were

    well described by Lack extended model (Pasquel et al, 2000).

    Zhang et al (2000) studied the process of extraction and refining of sweeteners with

    reduced number of unit operations and minimization or elimination of chemical usage

    including organic solvents. Water was very effective for extracting glycosides at selected pH

    and temperature. It was also shown that a multistage membrane process was successfully able

    to concentrate glycoside sweeteners and bitter tasting components were washed out from the

    sweetener concentrate in the nanofiltration process.

    Supercritical fluid extraction and liquid chromatographic-electrospray mass

    spectrometric analysis of stevioside from Stevia rebaudiana leaves was studied by Choi et al,

    (2002). In developing an alternative extraction method for stevioside using SCFE, the effect

    of temperature, pressure, and percentage of modifier was evaluated on the extraction yield.

    Although sufficient extractability was not obtained by pure CO2 under any conditions of

    temperature and pressure, the addition of a modifier dramatically improved the extraction

    yield of stevioside, making it comparable to organic solvent extraction. Among the modifiers

    evaluated, the mixture of methanol and water showed greater extraction efficiency than the

    others. The extraction yield by CO2-methanol-water (80:16:4) was found to be 150% of

    conventional organic extraction. In addition to improving the extraction yield, SFE obviously

    provided a higher purity of stevioside in the final extract

    The estimation of glycosides from Stevia rebaudiana was studied by Kovylyaeva et

    al, (2007). A new laboratory method for isolating the glycosides stevioside and rebaudiosides

    A and C from leaves of Stevia rebaudiana was proposed. According to HPLC, the glycoside

    contents in plants grown in Russia (Voronezh Oblast) and Ukraine (Crimea) were 5–6%

    (stevioside) and 0.3–1.3% (Rebaudiosides A and C).

    http://www.springerlink.com/content/?Author=Tianhong+Chenhttp://www.springerlink.com/content/?Author=Young+Hae+Choihttp://www.springerlink.com/content/?Author=G.+I.+Kovylyaeva

  • 6

    The comparison of two different solvents methanol versus water was studied by Pol

    et al, (2007). They studied that the pressurized fluid extraction using water or methanol was

    employed for the extraction of stevioside from Stevia rebaudiana Bertoni. The extraction

    method was optimized in terms of temperature and duration. Extracts were analyzed by liquid

    chromatography followed by ultraviolet (UV) and mass-spectrometric (MS) detections.

    Thermal degradation of stevioside was the same in both solvents within the range 70–160°C.

    Methanol showed better extraction ability for isolation of stevioside from Stevia rebaudiana

    leaves than water within the range 110–160°C.

    Stevia rebaudiana Bertoni plants grown in vitro and ex vitro were investigated by

    Rajasekaran et al, (2007) for variation in the profile of stevioside in their leaves, shoots, root

    and flower. Stevioside was extracted by hydrolysis and esterification, evaporation to dryness

    and dissolved in methanol for quantitative analysis by HPLC. The HPLC analysis and

    separation profiles indicated the presence of eight known sweet diterpene glycosides. The

    highest stevioside content was recorded in one month old greenhouse leaves (64.80 g/kg dried

    plant material) and in vitro (0.99g, Rebaudioside A /kg dried leaves plant material).

    Wang et al (2007) applied Microwave-assisted extraction (MAE) for pectin

    extraction from the dried apple pomace and response surface methodology (RSM) was used

    to optimize the effects of processing parameters of extraction on the yield of pectin. Four

    independent variables such as extraction time (min), pH of HCl solution, solid:liquid ratio and

    microwave power (W). The optimal conditions were determined and tri dimensional response

    surfaces were plotted from the mathematical models. The F-test and p-value indicated that

    both the extraction time and pH of HCl solution had highly significant effects on the response

    value and the quadratic of microwave power also displayed significant effect, followed by the

    interaction effects of pH and solid:liquid ratio. Considering the efficiency, the economization

    of energy and the feasibility of experiment, the optimum conditions of pectin extraction were

    extraction time 20.8 min, pH 1.01, solid:liquid ratio 0.069, microwave power 499.4 W.

    Application of MAE in the extraction from dried apple pomace dramatically reduced

    extraction time. The optimal predicted pectin yield of 0.315 g from the dried apple pomace (2

    g) was obtained. Close agreement between experimental and predicted yields was obtained.

    The Chloroplast ultrastructure, photosynthetic apparatus activities and production of

    steviol glycosides in Stevia rebaudiana in vivo and in vitro were studied by Ladygin et al,

    (2008). The accumulation of steviol glycosides (SGs) in cells of Stevia rebaudiana Bertoni

    both in vivo and in vitro was related to the extent of the development of the membrane system

    of chloroplasts and the content of photosynthetic pigments. Chloroplasts of the in vitro plants,

    unlike those of the intact plants, had poorly developed membrane system. Leaves of in vivo

    plants accumulated greater amount of the pigments than leaves of the in vitro plants. The

    callus tissue grown in the dark contained merely trace amounts of the pigments. Leaves of the

    http://www.springerlink.com/content/?Author=Jaroslav+P%c3%b3lhttp://www.springerlink.com/content/?Author=V.+G.+Ladygin

  • 7

    intact and the in vitro plants did not exhibit any significant differences in photosynthetic O2

    evolution rate. However, photosynthetic O2 evolution rate in the callus cells was much lower

    than that in the differentiated plant cells. The in vitro cell cultures containing merely

    proplastids did not practically produce SGs. However, after transferring these cultures in the

    light, both the formation of chloroplasts and the production of SGs in them were detected.

    Extraction by conventional, ultrasound and microwave-assisted extraction techniques

    using methanol, ethanol and water as single solvents as well as in binary mixtures was studied

    by Jaitak et al, (2009). Conventional cold extraction was performed at 25°C for 12 h while

    ultrasound extraction was carried out at temperature of 35 ± 5°C for 30 min. Microwave-

    assisted extraction (MAE) was carried out at a power level of 80 W for 1min at 50°C. MAE

    yielded 8.64 and 2.34% of stevioside and rebaudioside A, respectively, while conventional

    and ultrasound techniques yielded 6.54 and 1.20%, and 4.20 and 1.98% of stevioside and

    rebaudioside-A respectively.

    Extraction of stevia by three methods, first by hot water (65oC) at different ratios of

    leaves to water (1:15 – 1:75) was studied by Abou-Arab et al, (2010). The optimum ratio was

    1:35 in which the maximum stevioside content was obtained (7.53%), recovery of stevioside

    was 80.21%. The second method, extraction by methanol at ratio of 4:1 methanol/leaves, the

    recovery was 94.9%.The third method of extraction by mixture of methanol/water (4:1), the

    recovery was 92.34%.

    Inamake et al, (2010) attempted to isolate stevioside from the dried leaves of Stevia

    in its purest form. Isolated stevioside was purified, analyzed & characterized by using various

    chromatographic & analytical methods including Thin layer chromatography (TLC), UV,

    Fourier transform infrared spectroscopy (FTIR), Nuclear magnetic resonance spectroscopy

    (NMR) and HPLC methods. The Rf value for TLC was 0.32, λmax of UV spectra was

    obtained at 333 nm and HPLC showed the sharp peak with 1.958 min retention time. The

    isolated stevioside was also compared with standard stevioside with all analytical methods

    The nutrient composition of cultivated stevia leaves and the influence of polyphenols

    and plant pigments on sensory and antioxidant properties of leaf extracts was studied by

    Kaushik et al, (2010).The leaf and its extract although sweet have a bitter after taste that

    precludes commercial acceptability. The composition of the leaf reflected a high nutritive

    value and polyphenol concentration averaging 4.15% by weight of dried leaf. Presence of

    polyphenols influenced the acceptability of the sweeteners marginally, while chlorophyll was

    found unacceptable in any of the extracts. The antioxidant activity of the extracts was

    synergistic when it was mixed with coffee and lime juice. Complete purification of stevia leaf

    extracts to obtain pure glycosides is not necessary for it to become a commercially acceptable

    sweetener.

  • 8

    The stability of the natural sweetener stevioside during different processing and

    storage conditions was studied by Kroyer (2010). Incubation of the solid sweetener stevioside

    at elevated temperatures for 1 hour showed good stability up to 120°C, while at temperatures

    exceeding 140°C forced decomposition was noticed. In aqueous solutions stevioside is

    remarkable stable in a pH range 2–10 under thermal treatment up to 80°C. However, under

    strong acidic conditions (pH= 1) a significant decrease in the stevioside concentration was

    detected.

    Liu et al (2010) maximized the yield of total carbohydrates from Stevia rebaudiana

    Bertoni, response surface methodology (RSM) was employed to optimize the ultrasound-

    assisted extraction condition. The results indicated the optimal extraction conditions were an

    extraction temperature of 68 oC, a sonic power of 60 Watt and an extraction time of 32 min.

    Using the ultrasound-assisted extraction, the yield of extracts increased by a factor of 1.5 at

    the lower extraction temperature (68oC) and the extraction time (32 min) substantially

    shortened compared with that of classical extraction. The components analysis of crude

    extracts revealed that the relative amount of rebaudioside A increased in the ultrasound-

    assisted extracts as compared with extracts obtained by classical process, and the ultrasound-

    assisted extracts had better quality.

    The improved HPLC method for the evaluation of the major steviol glycosides in

    leaves of Stevia rebaudiana was studied by Rieck et al, (2010). A simple reversed-phase

    high-performance liquid chromatographic method has been developed for the determination

    of the major steviol glycosides, the diterpene sweeteners derived from Stevia rebaudiana. The

    method is based on a water extraction step and a solid-phase extraction (SPE) clean-up. The

    applicability of this method was demonstrated in the analysis of stevioside and rebaudioside

    A from Stevia plants grown in two different areas in Germany. Stevioside and rebaudioside A

    contents showed statistically significant differences (f and t-test) between the two harvests.

    Nevertheless, the total concentrations (>12%) and the ratio of stevioside to rebaudioside A

    (6:4) were similar to those found in the countries in which Stevia rebaudiana originates.

    Based on a comparison of yields from different harvests, we discussed whether Stevia

    rebaudiana can be economically grown in the temperate zones of the northern European

    hemisphere.

    RP-HPLC method with UV array detection was established by Jadhao et al, (2011)

    for the determination of stevioside, an extract of herbal Stevia rebaudiana plant. The

    stevioside was separated using isocratic solvent system consisting of methanol and 0.1%

    orthophosphoric acid (v/v) in water (70:30) at flow rate of 1.0 ml/min and the detection

    wavelength of 219 nm. The method was validated for linearity, precision, accuracy, limit of

    detection (LOD), and limit of quantitation (LOQ). The linearity of the proposed method was

    obtained in the range of 5.0-75 μg/ml with regression coefficient of 0.9999. Intraday and

  • 9

    interday precision studies showed the relative standard deviation less than 2.5%. The

    accuracy of the proposed method was determined by a recovery study conducted at 3 different

    levels. The average recovery was 97-99%. The LOD and LOQ were 0.02 and 0.05 μg/ml,

    respectively. The content of stevioside obtained in the dried leaves powder was within the

    ranges of 6.83 – 7.91 % and 1.7 – 2.9 % w/w, respectively. The proposed method is simple,

    sensitive, yet reproducible. It is therefore suitable for routine analysis of stevioside in Stevia

    rebaudiana Bertoni.

    Shirwaikar et al (2011) described a method for rapid identification and estimation of

    stevioside in commercial samples using HPTLC and HPLC. Identification of stevioside in

    samples was done by HPTLC. The separation was achieved on a precoated silica gel 60F254

    plate with mobile phase; ethyl acetate: methanol: water (75:15:10 v/v/v). Densitometric

    scanning was performed at 510 nm after visualization with a solution of acetic

    anhydride:sulphuric acid:ethanol (1:1:10 v/v/v). The identity of the peak corresponding to

    stevioside was further confirmed by spectral analysis. HPLC was used for the estimation of

    stevioside content. The calibration curve was linear in the concentration range from 0.1 to 1

    mg/ml. The detection limit for stevioside was 0.05 mg/ml (1 μg per injection). The percentage

    stevioside content of the samples i.e. stevia powder and stevia leaf was found to be 8.859 %

    and 3.703 % respectively. The method allowed rapid identification and quantification of

    stevioside in different samples and could be used for routine analysis of stevioside in

    commercial samples

    Kullu et al (2012) found that maximum mangiferin content of 1.1156 mg/g is

    obtained at microwave power of 550 W and extraction time of 50 s with 80 % ethanol as a

    solvent and preleaching time of 20 min. The results indicate that microwave power and

    ethanol concentration have the most significant effect on the yield of mangiferin content. The

    presence of mangiferin in final Curcuma amada extract is confirmed through high-

    performance liquid chromatography and the functional groups are identified through Fourier

    transform infrared spectroscopy analyses using standard mangiferin. The experimental

    profiles are fitted into a two parameter modified first-order kinetic model and a three-

    parameter modified logistic model and checked using the goodness-of-fit criterion. The

    Curcuma amada retained its antioxidant activity after MAE treatment and the antioxidant

    activity of mangiferin obtained after extraction using DPPH free radical scavenging assay is

    studied.

    Enzymatic extraction of stevioside from Stevia rebaudiana leaves with cellulase,

    pectinase and hemicellulase, using various parameters, such as concentration of enzyme,

    incubation time and temperature were studied by Puri et al, (2012). Hemicellulase was

    observed to give the highest stevioside yield (369.23 ± 0.11 μg) in 1 h in comparison to

    cellulase (359 ± 0.30 μg) and pectinases (333 ± 0.55 μg). Extraction from leaves under

  • 10

    optimized conditions showed a remarkable increase in the yield (35 times) compared with a

    control experiment. Based on response surface methodology (RSM) analysis, temperature of

    51–54°C, time of 36–45 min and the cocktail of pectinase, cellulase and hemicellulase set at

    2% each, gave the best results.

    Hot water extraction process was used for the extraction of steviosides by Rai et al,

    (2012) from dry stevia leaves. The independent variables were, leaf to water ratio (1:5 to

    1:20), heating time (10 to 120 min), and temperature (30 to 90oC). The combined effects of

    these independent variables on the extracted stevioside concentration and color of the extract

    were studied. For optimizing the extraction process, central composite rotatable design in

    combination with response surface methodology was used. Significant regression models with

    coefficient of determination greater than 0.90 were established to study the effect of

    independent variables on the responses. The optimum conditions are: temperature of water:

    78oC, time of heating: 56 min and leaf to water ratio: 1:14 (g:mL).

    A new improvised process of extraction of steviosides from the stevia leaves was

    established Rao et al (2012) in which the dry treated leaves were grounded, defatted, and

    extracted through pressurized hot water extractor (PHWE), followed by purification and

    concentration of the sweet glycosides through ultra (UF) and nano (NF) membrane filtration

    in obtaining high (98.2%) purity steviosides. This process established “green” method for

    isolation of high quality steviol glycosides, with improved final yield is 10.1% from 11% of

    crude leaf extract and observed the improved organoleptic and biological activity

    (antioxidant). Thus the method confirms a simple, inexpensive and eco-friendly process in

    obtaining pure steviosides. Simple extraction and membrane purification process in isolation

    of steviosides with improved organoleptic activity.

    Analysis of stevioside from Stevia rebaudiana was carried out by Talha et al, (2012)

    using systematic procedures of various chromatographic techniques including column

    chromatography yielding the crude stevioside in 12.5%. This procedure was followed by thin

    layer chromatography and examination of the spots under UV light at 254 and 366 nm, and

    spraying reagent followed by mixing of fractions on the basis of Rf values. Semi purified

    fraction obtained from crude stevioside by column chromatography and further evaluation by

    thin layer chromatography appeared as a mixture showing the presence of four major

    components (Rf values 0.27, 0.34, 0.42 and 0.60). These finding were similar to reported

    values for the constituents namely rebaudiosides A, stevioside, rebaudiosides B and

    steviolbioside, and stevia glycoside reported to occur in Stevia rebaudiana.

    Alberto et al (2013) incorporated naturally into honey the main sweet diterpene

    glycosides found in Stevia rebaudiana, called stevioside and rebaudioside A, in order to

    combine the sweetening properties of these two substances. To determine their degree of

    incorporation, the diterpene glycosides were identified and quantified both in the prepared

  • 11

    syrups and in the honey obtained by the analytical technique of high performance liquid

    chromatography (HPLC) using a NH2 column (Zorbax-Agilent) and, as a mobile phase, a

    mixture of acetonitrile: water (70:30) with ultraviolet detection to 194 nm. Quantification was

    performed by means of a calibration curve where high rates of incorporation, exceeding 97%

    for stevioside and rebaudioside A, were found. For the standardization of the analytical

    technique, parameters were determined such as linearity, analytical sensitivity, detection

    limit, quantification limit and precision, showing that the method developed is simple, fast

    and reliable within the established limits, and levels up to 0,08 ppm for stevioside and 0,09

    ppm for rebaudioside.

    Two clarification processes, namely, centrifugation and microfiltration were used for

    primary clarification of crude stevia extract by Chhaya et al (2013). The optimized condition

    (speed and time) of centrifugation was obtained using response surface methodology.

    Microfiltration was carried out using a 0.2 lm pore size membrane at different operating

    pressures (138, 207, 276 kPa) and stirring speeds (500, 1500, and 2500 rpm). Clarified stevia

    extract was analyzed in terms of color, clarity, total solid, and stevioside content. The

    performance of both of these methods was compared based on the quality of clarified extract.

    89.5% stevioside was recovered at 5334 g centrifugation speed with 25.6 minutes of

    centrifugation. During microfiltration, severe flux decline was observed. At 138 kPa and 500

    rpm, the flux decline was 87% within 5 minutes of filtration. This was more severe at higher

    transmembrane pressure drop and it was 89% at 276 kPa under same stirring. Stirring speed

    increased the flux significantly. After 25 minutes, at 138 kPa, 2.4 times flux enhancement

    occurred when the stirring speed increased from 500 to 2500 rpm. Recovery of stevioside was

    more at lower operating pressure and about 89% recovery was attained at 138 kPa.

    Dorta et al (2013) analyzed the extraction efficiency of antioxidants from mango peel

    by comparing two techniques: microwave-assisted (MAE) and traditional solvent (TE)

    extraction. The number of extraction steps, water content in the extractant, peel weight-to-

    solvent volume ratio in extractions and extraction time all had an influence on obtaining

    extracts with high antioxidant capacity, but the extraction technique and the water content in

    the extractant were the factors with the greatest effect. Using three steps, a water content of

    50 % in the ethanol:water extractant, an extraction time of 60 min and a weight-tovolume

    ratio of 1:10 or 1:50 (w/v) led to the highest antioxidant activity and phytochemicals content

    in extracts. The extraction time needed to extract phytochemicals from mango peel was

    similar when MAE and TE were used. However, the antioxidant capacity and phytochemical

    content were around 1.5–6.0 times higher in the extracts obtained by MAE.

    Microwave-assisted extraction was applied for pectin extraction from the dried

    orange peel and Box–Behnken response surface design was used to study and optimize the

    effects of processing variables (microwave power, irradiation time, pH and solid–liquid ratio)

  • 12

    on the yield of pectin by Maran et al (2013). The amount of pectin extracted increased with

    increasing microwave power, while it reduces as the time, pH and solid–liquid ratio

    increased. From the results, second order polynomial model was developed and it adequately

    explained the data variation and significantly represented the actual relationship between

    independent variables and the response. An optimization study using Derringer‟s desired

    function methodology was performed and optimal conditions based on both individual and

    combinations of all independent variables (microwave power of 422 W, irradiation time of

    169 s, pH of 1.4 and solid liquid ratio of 1:16.9 g/ml) were determined with maximum pectin

    yield of 19.24%, which was confirmed through validation experiments.

    Samah et al (2013) determined stevioside and rebaudioside A in Stevia rebaudiana

    leaves qualitatively by using soxhlet extraction method analyzed via preparative HPLC. A

    series of standard solution for both stevioside and rebaudioside A were analyzed. Samples

    were sequentially extracted using methanol as the solvent and the column had been used in

    this study was Waters XBridge C18 column (150 mm x 4.6 mm I.D., 5μm). The mobile phase

    for C18 column performed in isocratic mode elution consisting of acetonitrile:water

    (80:20,v/v). Stevioside were the most abundant steviol-glycosides (Rt = 4.23 min) found in

    Stevia rebaudiana leaves samples followed by rebaudioside A (Rt = 4.28 min). The

    objective of analysis was achieved and this leads to the suggestion of using the Capcell Pak

    C18 – MGII Column (250 mm x 4.60 mm ID, 5 μm) as the replacement to the C18 column

    that was used in this study..

    Statistical experimental designs were applied to optimize microwave-assisted

    extraction of puerarin from Radix Puerariae by Wu et al (2013). The most important factors

    affecting the extraction procedure were determined using a Plackett-Burman design. Results

    indicated that the concentration of ethanol, solvent-material ratio, extraction time, and

    microwave power were the main factors affecting the extraction yield. These factors were

    further optimized using a central composite design and response surface methodology. The

    optimal extraction parameters were ethanol concentration of 52.36%, microwave irradiation

    time of 60 s, microwave power of 184.8W and solvent-material ratio of 25:1(mL/g). The

    average experimental puerarin yield under the optimum conditions was found to be 11.97

    mg/g, which agreed with the predicted value of 11.8 mg/g. The proposed method showed high

    degree of reproducibility.

    Response surface methodology was used to optimize the influence of microwave

    power (300–600 W), plant material-to-solvent ratio (0.05–0.2 g/cm3), and extraction time

    (10–30 min) on the efficiency of microwave-assisted extraction of the cherry laurel (Prunus

    laurocerasus L.) fruit by Karabegovic et al (2014). From experimental data, a quadratic

    polynomial mathematical model (R2=0.9949) was developed to predict the extract yield. All

    considered factors were statistically significant for extraction efficiency, while the most

  • 13

    important factor was extraction time. Microwave power of 550 W, plant material-to-solvent

    ratio of 0.05 g/cm3, and time of 25 min were determined as optimal conditions with a

    maximum yield of 9.36 g/100 g fresh plant material, which was confirmed through laboratory

    experiments (9.12 g/100 g fresh plant material). An economic condition for simultaneous

    maximum extract yield (7.58 g/100 g fresh plant material) with minimal energy and solvent

    consumption was determined by the desirability function method (18.2 min, 300 W, and 0.2

    g/cm3). Additionally, the total phenol and flavonoid quantification and antioxidant activity of

    both extracts were tested. There is no statistically significant difference in the total flavonoid

    content in the extracts obtained under both proposed conditions, while the total phenolic

    content and antioxidant activity of the extract obtained under economic conditions were

    slightly lower.

    Lorenzo et al (2014) proposed an HPLC method for analysing major steviol

    glycosides as well as to optimise the extraction and clarification conditions for obtaining these

    compounds. The analytical method proposed was adequate in terms of selectivity, sensitivity

    and accuracy. The methodology was safe and eco-friendly, as only water was used for

    extraction and solid-phase extraction was not done, which requires solvents that are banned in

    the food industry to condition the cartridge and elute the steviol glycosides. In addition the

    methodology consumed little time as leaves are not ground and the filtration is faster, and the

    peak resolution is better.

  • CHAPTER III

    MATERIAL AND METHODS

    The study was conducted in the laboratories of Department of Processing and Food

    Engineering, Punjab Agricultural University, Ludhiana. The material and methods adopted

    have been described as under:

    3.1 Experimental design and equipment used

    Table 3.1 defined the experimental setup for preparation of stevia extract.

    Table 3.1: Design of Experiment

    Heading Description

    Crop Stevia Rebaudiana Bertoni

    Extraction method

    Extraction with water

    Extraction with methanol

    Microwave assisted extraction

    i. With water

    ii. With methanol

    No. of replications 3

    Design Layout Box-Behnken

    Quality parameters Stevioside Content, Color, Sugar Content, TSS and pH

    Statistical Analysis The statistical analysis of the data was done by using Design

    Expert software (Version 9.0, Stat-Ease, Minneapolis, MN, USA)

    A number of equipments have been used in the study. The list of important

    equipments along with major specifications was shown in Table 3.2.

    Table 3.2: Equipments used in the study

    S.

    No.

    Equipment Model/Specification Test performed/Quality

    measured

    1. Heating mantle Sunbim, range=0-100o Celsius To prepare liquid stevia

    extract.

    2. Microwave Oven LG Microwave MG 607 APR Used for microwave

    assisted extraction

    3. Spectrophotometer Rayleigh UV-2601 Color (A420) , Stevioside

    Content and Sugar

    Content

    4. Refractometer 0-32° Brix Erma hand Refractometer TSS (°Brix).

    5. pH meter ELCO LI 614 pH

  • 15

    3.2 Preparation and Procurement of material

    Dried stevia leaves were procured from Green Valley Farms, Garhshankar, Punjab.

    The leaves were crushed with bare hands. Only the fine powder was kept for use during

    extraction and coarse parts were discarded

    Plate 3.1: Dried stevia powder and leaves

    3.3 Experimental Design for Optimization of Process Parameters

    The experimental plan was chosen from the family of three level designs, suggested

    by Box and Behnken (1960). The design is three level incomplete factorial design for

    estimation of parameters in a second order model. The extraction of stevioside was assumed

    to be a system affected by three independent variables, also called inputs of factors, ξi (time

    of extraction (min), temperature during extraction (°C) or power during microwave assisted

    extraction (watts) and ratio of stevia powder:water/ methanol (g: ml) which were closely

    controlled and accurately measured. The effects of the variables were studied on stevioside

    content, color, sugar content, TSS and pH. The variables were standardized for ease in

    computation and to reduce their relative effect on the responses. For the analysis of

    experimental design by the response surface methodology (RSM), it was assumed that n-

    mathematical functions, fk (where, k =1, 2,.....,n), Yk in terms of m independent factors ξi

    (where, i= 1, 2,................,, m) existed for each response variable.

    Yk = fk (ξ1, ξ2, ξ3) + ek

    Where, ek is the experimental error associated with the kth response such that E (ek) =

    0 and (ek) = σ2. Due to unknown and/or complex form of the function fk second order

    polynomial equations are assumed to appropriate the true functions:

    Where, β0 is the value of the fitted response at the centre point of the design, i.e. point (0,0)

    and βi, βii and βij are the linear, quadratic and interactive regression terms, respectively. The

    term xi denotes the coded independent variables and the coding of ξi into Xi is given by the

    following equation

    iiiid/) ( 2X

    (3.11)

    n

    1i

    n

    1i

    n

    1j

    1-n

    1i

    2

    0

    i

    jiijiiiiik xxxxy

  • 16

    Where,

    ξi = actual value in original units

    i = mean of high and low levels of ξi and

    di = spacing (difference) between two successive of ξi

    Total number of experiments = (Number of variables)2 + Number of variables + Central points

    For three variables, Total number of experiments = 32 + 3 +5 = 17

    The experiment was conducted according to the requirement of response surface

    methodology. The second order Box-Behnken design was conducted to work out the range of

    independent process variables and their levels (Table 3.3 to 3.6). After the coding the

    experimental region extended from -1 to 1 in terms of Xi. The three level three factor

    experimental plans according to the Box and Behnken design (1960) design consists of 17

    points of treatment combinations of the independent variables and are presented in Tables 3.7 to

    3.10. For each extraction experiment, the known ratio of stevia leaf powder: water/methanol

    was heated at known temperature for specified time. For the same combinations of stevia leaf

    powder: water/methanol, microwave assisted extraction was also done for specified time.

    Table 3.3: The level of variables chosen for the Box–Behnken design for extraction

    with water

    Independent variables Symbol Levels

    -1 0 +1

    Time (Minutes) X1 20 70 120

    Temp (°C) X2 30 60 90

    Ratio (Leaf:Water) (g:ml) X3 1:5 1:15 1:25

    Table 3.4: The level of variables chosen for the Box–Behnken design for extraction

    with methanol

    Independent variables Symbol Levels

    -1 0 +1

    Time (Minutes) X1 10 25 40

    Temp (°C) X2 30 45 60

    Ratio (Leaf: Methanol) (g:ml) X3 1:5 1:7.5 1:10

    Table 3.5: The level of variables chosen for the Box–Behnken design for microwave

    assisted extraction with water

    Independent variables Symbol Levels

    -1 0 +1

    Time (Minutes) X1 0.5 1.25 2

    Power (Watts) X2 180 540 900

    Ratio (Leaf: Water) (g:ml) X3 1:5 1:15 1:25

  • 17

    Table 3.6: The level of variables chosen for the Box–Behnken design for microwave

    assisted extraction with methanol

    Independent variables Symbol Levels

    -1 0 +1

    Time (Minutes) X1 0.5 1.25 2

    Power (Watts) X2 180 540 900

    Ratio (Leaf: Methanol) (g:ml) X3 1:5 1:7.5 1:10

    3.3.1 Analysis of design

    The data obtained were regressed using multiple regression technique. The

    coefficients of second-order polynomial models obtained after multiple regressions of the

    responses show the effect of a particular variable on the response. The adequacy of the model

    was tested using F-ratio, coefficient of correlation (R2) and lack of fit test. The models were

    considered adequate when the calculated F-ratio was more than the table F-value and lack of

    fit test (LoF) was insignificant.

    Table 3.7: Three-factor Box-Behnken experimental design for extraction with water

    S.No. A:Time (Min) B:Temperature (°C) C:Ratio (Leaf: Water) (g:ml)

    Actual Coded Actual Coded Actual Coded

    1 70 0 90 1 1:5 -1

    2 120 1 60 0 1:5 -1

    3 20 -1 90 1 1:15 0

    4 120 1 90 1 1:15 0

    5 120 1 60 0 1:25 1

    6 120 1 30 -1 1:15 0

    7 70 0 60 0 1:15 0

    8 20 -1 30 -1 1:15 0

    9 70 0 60 0 1:15 0

    10 20 -1 60 0 1:5 -1

    11 70 0 30 -1 1:5 -1

    12 70 0 90 1 1:25 1

    13 70 0 60 0 1:15 0

    14 20 -1 60 0 1:25 1

    15 70 0 60 0 1:15 0

    16 70 0 30 -1 1:25 1

    17 70 0 60 0 1:15 0

  • 18

    Table 3.8: Three-factor Box-Behnken experimental design for extraction with methanol

    S.No. A:Time (Min) B:Temperature (°C)

    C:Ratio (Leaf: Methanol)

    (g:ml)

    Actual Coded Actual Coded Actual Coded

    1 40 1 45 0 1:5 -1

    2 25 0 45 0 1:7.5 0

    3 10 -1 60 1 1:7.5 0

    4 40 1 45 0 1:10 1

    5 25 0 45 0 1:7.5 0

    6 25 0 45 0 1:7.5 0

    7 40 1 60 1 1:7.5 0

    8 25 0 45 0 1:7.5 0

    9 40 1 30 -1 1:7.5 0

    10 25 0 60 1 1:5 -1

    11 25 0 45 0 1:7.5 0

    12 25 0 30 -1 1:5 -1

    13 25 0 60 1 1:10 1

    14 10 -1 45 0 1:5 -1

    15 10 -1 30 -1 1:7.5 0

    16 25 0 30 -1 1:10 1

    17 10 -1 45 0 1:10 1

    Table 3.9: Three-factor Box-Behnken experimental design for microwave assisted

    extraction with water

    S.No. A:Time (Min) B:Power (Watts) C:Ratio (Leaf: Water) (g:ml)

    Actual Coded Actual Coded Actual Coded

    1 0.50 -1 540 0 1:25 1

    2 0.50 -1 180 -1 1:15 0

    3 1.25 0 180 -1 1:5 -1

    4 0.50 -1 540 0 1:5 -1

    5 1.25 0 540 0 1:15 0

    6 2.00 1 540 0 1:25 1

    7 1.25 0 540 0 1:15 0

    8 1.25 0 540 0 1:15 0

    9 1.25 0 540 0 1:15 0

    10 2.00 1 180 -1 1:15 0

    11 1.25 0 900 1 1:5 -1

    12 1.25 0 180 -1 1:25 1

    13 1.25 0 900 1 1:25 1

    14 0.50 -1 900 1 1:15 0

    15 2.00 1 540 0 1:5 -1

    16 1.25 0 540 0 1:15 0

    17 2.00 1 900 1 1:15 0

  • 19

    Table 3.10: Three-factor Box-Behnken experimental design for microwave assisted

    extraction with methanol

    S.No. A:Time (Min) B:Power (Watts)

    C:Ratio (Leaf: Methanol)

    (g:ml)

    Actual Coded Actual Coded Actual Coded

    1 1.25 0 540 0 1:7.5 0

    2 2.0 1 900 1 1:7.5 0

    3 2.0 1 180 -1 1:7.5 0

    4 2.0 1 540 0 1:5 -1

    5 0.5 -1 900 1 1:7.5 0

    6 1.25 0 540 0 1:7.5 0

    7 1.25 0 540 0 1:7.5 0

    8 1.25 0 180 -1 1:5 -1

    9 1.25 0 540 0 1:7.5 0

    10 0.5 -1 540 0 1:5 -1

    11 0.5 -1 180 -1 1:7.5 0

    12 1.25 0 180 -1 1:10 1

    13 1.25 0 900 1 1:10 1

    14 0.5 -1 540 0 1:10 1

    15 1.25 0 540 0 1:7.5 0

    16 1.25 0 900 1 1:5 -1

    17 2.0 1 540 0 1:10 1

    3.3.2 Optimization of stevioside extraction process

    Optimization of fitted polynomials for the response variables was carried out through

    nonlinear mathematical optimization method using Design Expert software (Version 9.0,

    Statease, Minneapolis, MN, USA). Surface plots were generated from the fitted quadratic

    polynomial regression equations in order to visualize the relationship among the variables and

    responses and to obtain the numerical solution for optimum conditions for variables at desired

    response levels. The mapping of the fitted response was achieved using the software. The

    contour plots for the models were plotted as a function of the two variables, while keeping the

    other one at optimum levels. The result showing highest desirability was selected and

    considered for further processing.

  • 20

    3.4 Extraction of stevia extract

    The ground leaves of Stevia rebaudiana were mixed with water or methanol. The

    mixture was heated. Subsequently, the aqueous extract was removed by draining. The extract

    was allowed to cool to room temperature. In order to remove impurity particles, the extract

    was allowed to rest while particulate matter settles out. The extract contains the sweetener

    principles, the plant pigments and other water-soluble components.

    3.4.1 Extraction with water

    Hot water extraction method was used for preparing aqueous stevia extract. A

    specific ratio (1:5, 1:15 and 1:25) of leaf powder to water (weight to volume) was measured

    and the stevia leaves powder was mixed with water. This sample was exposed to a particular

    temperature (30oC, 60

    oC, and 90

    oC) for a fixed duration (20, 70 and 120 min). After the

    termination of the heating process, the stevia extract was allowed to cool and then filtered

    using Whatman filter paper No.4. This extract was analyzed for quality parameters.

    Thermostatic heater was used to control the temperature of the process (Plate 3.2).

    Plate 3.2: Heating mantle

    3.4.2 Extraction with methanol

    Similar to the extraction using water, methanolic extract was prepared by mixing a

    specific ratio (1:5, 1:7.5 and 1:10) of leaf powder to methanol (weight to volume). This

    sample was exposed to a particular temperature (30oC, 45

    oC, and 60

    oC) for a fixed duration

    (10min, 25 min, and 40min). After the termination of the heating process, the stevia extract

  • 21

    was allowed to cool and then filtered using Whatman filter paper No.4. This extract was

    analyzed for quality parameters. Thermostatic heater was used to control the temperature of

    the process.

    3.4.3 Microwave assisted extraction

    All the combinations of leaf powder: water (1:5, 1:15 and 1:25) and leaf powder:

    methanol (1:5, 1:7.5 and 1:10) which were used for previous extractions were put in a conical

    flask and extracted using microwave (Plate 3.3). The extracts obtained by MAE were filtered

    using Whatman filter paper No.4 and the filtered extract was used for analyzing quality

    parameters. Extraction was carried out at different power levels (180W, 540W and 900W)

    with extraction time range between 0.5 min, 1.25 min and 2 min.

    Plate 3.3: Microwave oven

    3.5 Determination of different physico-chemical characteristics of stevia extract

    The quality parameters of stevia extract i.e. stevioside content, color (A420), total

    sugars, TSS and pH were estimated using standard methods described as under:

    3.5.1 Estimation of stevioside content

    The stevioside content in the stevia extract obtained in different combinations was

    estimated by method described by Kaur G 2009.

    Reagents:

    a) 5N HCl: 42 ml of HCl was added in distilled water to make its volume 100 ml.

    b) 5% phenol: 5 g phenol was added in distilled water to make its volume 100 ml.

    c) 95% sulphuric acid (H2SO4): 95 ml of sulphuric acid was added to 5 ml of distilled

    water.

  • 22

    Procedure

    Steviol glycoside extracts was hydrolyzed with 5N HCl at 70oC for 1 hour. The glucose

    units liberated from the stevioside upon hydrolysis took part in the Dubois reaction with 5%

    phenol and 95% sulphuric acid (H2SO4). The intensity of orange brown color was read at

    490nm. The concentration of glucose was measured against glucose standard and was

    multiplied by a factor of 1.64 (on the basis of molecular weight) to calculate stevioside content.

    Stevioside = 1.64 * Glucose

    3.5.2 Determination of color (A420)

    Color (A420) was measured in order to analyze the concentration of extract in different

    samples. In crude stevia extract there are many kinds of pigments and it is difficult to

    characterize the decolorization capacity for each pigment quantitatively. The visible

    absorption spectrum of the transparent solution of crude extracts is usually tested by a

    spectrophotometer (Plate 3.4). There are strong absorption peaks at 420 nm (Markosyan and

    Yerevan, 2013). Therefore, color of sample was measured in terms of optical absorbance

    (A420) at a wavelength of 420 nm using spectrophotometer instead of Hunter Colorimeter as

    proposed earlier. The color of the extract is further denoted by A420 throughout the

    manuscript.

    Plate 3.4: UV-Visible Spectrophotometer

    3.5.3 Estimation of total sugars

    The total sugar content in the stevia extract was estimated by method given by

    Dubois et al 1956

    Reagents

    a) 95% sulphuric acid (H2SO4): 95 ml of concentrated sulphuric acid were mixed with

    distilled water to make its volume 100ml.

    b) 5% phenol: It was prepared by dissolving 5g of phenol in 60ml distilled water and

    volume was made to 100ml with distilled water.

  • 23

    Procedure

    To extract (1 ml) 5% phenol (1 ml) was added followed by addition of 5ml of

    sulphuric acid. The sulphuric acid was poured directly in the centre of the test tube to ensure

    proper mixing. The test tubes were cooled at room temperature. After 20 minutes, the

    intensity of brown color was measured at 490nm and the concentration of glucose was

    measured against glucose standard.

    3.5.4 Determination of total soluble solids

    The total soluble solids were determined with the help of 0-32 ºBx Erma Hand

    Refractometer (Plate 3.5). One or two drops of extract were put on the sample plate and read

    the % total soluble solids on the scale.

    Plate 3.5: Erma hand Refractometer

    3.5.5 Determination of pH

    pH of the different extract samples were evaluated by using the pH meter (Plate 3.6).

    The pH meter was calibrated by using the standard buffer solution. After calibration, the

    readings of pH of the different samples were taken.

    Plate 3.6: pH meter

  • CHAPTER IV

    RESULTS AND DISCUSSION

    The present investigation entitled “Studies on extraction of stevioside from stevia

    (Stevia rebaudiana Bertoni) leaves” was carried out in Department of Processing and Food

    Engineering, PAU, Ludhiana in wake of commercial importance of Stevioside.

    Stevia extract was extracted from grounded stevia leaves by using different methods

    i.e. extraction with water, extraction with methanol and microwave assisted extraction with

    water and methanol. Different process parameters viz. solvent to leaf ratio, temperature of

    incubation, extraction time and power of microwave in microwave assisted methods was

    optimized using response surface methodology on the basis of quality parameters.

    Optimization consists of maximizing or minimizing a real function by systematically

    choosing input values from within an allowed set and computing the value of the function.

    The values of extraction conditions that produce the desired optimum value are termed

    optimum conditions. Numerical optimization using Design expert software was carried out in

    each experiment with following goals:

    Stevioside content should be maximum

    Color (A420) should be minimum

    Minimum level of Sugar content should be 3%

    Minimum level of TSS should be 6%

    pH should be in range of 2 to 7

    The results of the present study are discussed as under:

    4.1 Extraction of stevioside with water

    Stevia extract was extracted using hot water extraction method at different ratio of

    leaf to water 1:5 to 1:25, temperature of incubation was kept between 30 to 90°C and time

    was varied between 20 to 120 min. The effect of different extraction conditions on the

    product responses is shown in Table 4.1. Regression analysis was carried out to fit the

    mathematical models to the experimental data. Statistics of various parameters is presented in

    Table 4.2. Stevioside content (%), Sugar content (%) and TSS was analysed using quadratic

    model. A420 and pH was analysed using linear model.

  • 25

    Table 4.1: Effect of extraction conditions on product responses

    Extraction Conditions Responses

    S.

    No.

    A:Time

    (Min)

    B:Temperature

    (°C)

    C:Ratio

    (Leaf:Water)

    (g:ml)

    Stevioside

    Content

    (%)

    A420 Sugar

    Content

    (%)

    TSS

    (°Brix)

    pH

    1 70 90 1:5 8.0 1.244 3.88 8.8 6.0

    2 120 60 1:5 6.1 1.281 2.76 9.3 5.9

    3 20 90 1:15 7.9 1.325 3.83 6.8 6.2

    4 120 90 1:15 6.9 1.389 3.45 7.5 5.9

    5 120 60 1:25 6.0 1.119 2.91 7.4 6.1

    6 120 30 1:15 5.7 1.122 2.76 6.9 6.0

    7 70 60 1:15 9.3 1.119 4.51 6.7 6.1

    8 20 30 1:15 7.4 1.069 3.59 6.5 6.5

    9 70 60 1:15 8.0 1.156 3.88 6.5 6.2

    10 20 60 1:5 6.4 1.090 3.10 9.1 6.2

    11 70 30 1:5 5.4 1.114 2.52 8.5 6.2

    12 70 90 1:25 6.9 1.345 3.34 7.3 6.2

    13 70 60 1:15 8.0 1.189 3.88 6.3 6.2

    14 20 60 1:25 6.9 1.011 3.31 5.9 6.4

    15 70 60 1:15 8.7 1.112 4.22 6.0 6.1

    16 70 30 1:25 7.1 1.012 3.44 6.2 6.4

    17 70 60 1:15 8.5 1.192 4.12 6.2 6.2

    Table 4.2: Statistics of various parameters

    Parameters Stevioside

    Content (%)

    A420 Sugar

    Content (%)

    TSS (°Brix) pH

    Std. Dev. 0.47 0.063 0.21 0.29 0.051

    Mean 7.25 1.17 3.50 7.17 6.16

    C.V. % 6.45 5.40 6.10 4.01 0.83

    PRESS 7.40 0.10 1.09 5.06 0.059

    R-Squared 0.92 0.74 0.94 0.97 0.92

    Adj R-Squared 0.82 0.68 0.86 0.93 0.90

    Pred R-Squared 0.62 0.49 0.79 0.74 0.87

    Adeq Precision 8.339 11.44 9.524 13.425 22.229

  • 26

    4.1.1 Effect of different process parameters on stevioside content

    Regression analysis is a statistical process for estimating the relationships among

    variables. More specifically, regression analysis helps one understand how the typical value

    of the dependent variable changes when any one of the independent variables is varied, while

    the other independent variables are held fixed. It was carried out to fit the quadratic model to

    experimental data for stevioside content as suggested by Design expert software (Table 4.3).

    The significance of coefficient of fitted quadratic model was evaluated by using F- test and P-

    value.

    Table 4.3: ANOVA for Stevioside Content

    Factors Coefficient Sum of

    squares

    Df Mean

    Square

    F-

    Value

    Prob>F

    Model 8.50 18.29 9 2.03 9.32 0.0038

    A- Time -0.49* 1.90 1 1.90 8.71 0.0214

    B- Temperature 0.51* 2.10 1 2.10 9.63 0.0172

    C- Ratio (leaf:water) 0.13 0.13 1 0.13 0.57 0.4738

    AB- (Time*Temperature) 0.17 0.12 1 0.12 0.56 0.4781

    AC- (Time*Ratio) -0.15 0.090 1 0.090 0.41 0.5412

    BC- (Temperature*Ratio) -0.70* 1.96 1 1.96 8.98 0.0200

    A2- (Time

    2) -1.01

    ** 4.32 1 4.32 19.78 0.0030

    B2- (Temperature

    2) -0.51

    ** 1.11 1 1.11 5.07 0.0591

    C2- (Ratio

    2) -1.14 5.45 1 5.45 24.97 0.0016

    Lack of fit - 0.3475 3 0.11 0.39 0.76

    * Significant at P

  • 27

    Design-Expert® Software

    Factor Coding: Actual

    Stevioside Content (%)

    Design points above predicted value

    Design points below predicted value

    9.3

    5.4

    X1 = A: Time

    X2 = B: Temperature

    Actual Factor

    C: Ratio (Leaf:Water) = 15

    30

    40

    50

    60

    70

    80

    90

    20

    40

    60

    80

    100

    120

    5

    6

    7

    8

    9

    10

    Ste

    vio

    sid

    e C

    on

    ten

    t (%

    )

    A: Time (Min)B: Temperature (Celsius)

    Design-Expert® Software

    Factor Coding: Actual

    Stevioside Content (%)

    Design points above predicted value

    Design points below predicted value

    9.3

    5.4

    X1 = A: Time

    X2 = C: Ratio (Leaf:Water)

    Actual Factor

    B: Temperature = 60

    5

    10

    15

    20

    25

    20

    40

    60

    80

    100

    120

    5

    6

    7

    8

    9

    10

    Ste

    vio

    sid

    e C

    on

    ten

    t (%

    )

    A: Time (Min)C: Ratio (Leaf:Water) (g:ml)

    Design-Expert® Software

    Factor Coding: Actual

    Stevioside Content (%)

    Design points above predicted value

    Design points below predicted value

    9.3

    5.4

    X1 = B: Temperature

    X2 = C: Ratio (Leaf:Water)

    Actual Factor

    A: Time = 70

    5

    10

    15

    20

    25

    30

    40

    50

    60

    70

    80

    90

    5

    6

    7

    8

    9

    10

    Ste

    vio

    sid

    e C

    on

    ten

    t (%

    )

    B: Temperature (Celsius)C: Ratio (Leaf:Water) (g:ml)

    Fig 4.1: Effect of different process parameters on stevioside content using water

    extraction

  • 28

    Ratio of 8.339 indicates that this model can be used to navigate the design space

    (Table 4.2). The stevioside content ranged from 5.4 to 9.3% (Table 4.1). Time and

    temperature had significant effects on stevioside content (P

  • 29

    Table 4.4: ANOVA for color (A420) of stevia extract

    Factors Coefficient Sum of

    squares

    Df Mean

    Square

    F-

    Value

    Prob>F

    Model 1.17 0.15 3 0.050 12.58 0.0004

    A- Time 0.052* 0.022 1 0.022 5.43 0.0366

    B- Temperature 0.12**

    0.12 1 0.12 30.48 < 0.0001

    C- Ratio

    (Leaf:Water)

    -0.030 7.321E-003 1 7.321E-003 1.84 0.1985

    * Significant at P

  • 30

    Design-Expert® Software

    Factor Coding: Actual

    Color (A420)

    Design points above predicted value

    Design points below predicted value

    1.389

    1.011

    X1 = B: Temperature

    X2 = A: Time

    Actual Factor

    C: Ratio (Leaf:Water) = 15

    20

    40

    60

    80

    100

    120

    30

    40

    50

    60

    70

    80

    90

    0.9

    1

    1.1

    1.2

    1.3

    1.4

    Co

    lor (

    A4

    20

    )

    B: Temperature (Celsius)A: Time (Min)

    Design-Expert® Software

    Factor Coding: Actual

    Color (A420)

    1.389

    1.011

    X1 = C: Ratio (Leaf:Water)

    X2 = A: Time

    Actual Factor

    B: Temperature = 74.5946

    20

    40

    60

    80

    100

    120

    5

    10

    15

    20

    25

    0.9

    1

    1.1

    1.2

    1.3

    1.4

    Co

    lor (

    A4

    20

    )

    C: Ratio (Leaf:Water) (g:ml)A: Time (Min)

    Design-Expert® Software

    Factor Coding: Actual

    Color (A420)

    Design points above predicted value

    Design points below predicted value

    1.389

    1.011

    X1 = C: Ratio (Leaf:Water)

    X2 = B: Temperature

    Actual Factor

    A: Time = 70

    30

    40

    50

    60

    70

    80

    90

    5

    10

    15

    20

    25

    1

    1.1

    1.2

    1.3

    1.4

    Co

    lor (

    A4

    20

    )

    C: Ratio (Leaf:Water) (g:ml)B: Temperature (Celsius)

    Fig 4.2: Effect of process parameters on color (A420) of stevia extract using water

    extraction

  • 31

    4.1.3 Effect of process parameters on sugar content

    Regression analysis was carried out to fit the quadratic model to experimental data

    (Table 4.5).

    Table 4.5: ANOVA for Sugar content

    Factors Coefficient Sum of squares Df Mean Square F-Value Prob>F

    Model 4.12 4.79 9 0.53 11.69 0.0019

    A-Time -0.24* 0.48 1 0.48 10.44 0.0144

    B-Temperature 0.27**

    0.60 1 0.60 13.17 0.0084

    C- Ratio (leaf:water) 0.093 0.068 1 0.068 1.50