Acessibilidade / Reportar erro

Improvement of Functional and Nutritional Properties of Extruded Snacks with the Utilization of Red Dog Flour

Abstract

Red dog flour (RDF), a milling by-product, is rich in nutritionally and functionally crucial components. Extrusion conditions for extruded corn snacks (ECS) with RDF were optimized using Response Surface Methodology (RSM) with Box-Behnken Design (moisture content: 13.5%, RDF ratio: 20%, screw speed: 468 rpm, and die temperature: 110°C). Then, functional, nutritional, and sensory properties of ECS containing an increasing ratio of RDF were determined. The addition of RDF improved ash (1,84 fold), fat (2,7 fold) protein (0,51 fold), dietary fiber (roughly 2,8 fold), and mineral content (Fe, K Mg, P, and Se) significantly compared to ECS without RDF. Extrusion condition considerably declined the total phenolic content (from 144.50 to 25,09 mg GAE/100g), Trolox equivalent of antioxidant capacity (from 1.13 to 0.41 mMol Trolox/g), and phytic acid content (from 2147 to 968.11 mg/100g) of ECS with RDF compared to raw materials. However, the increasing ratio of RDF had an increment in bioactive compounds (up to 2,38 fold mg GAE/100g, and 1,63 fold mMol Trolox/g) and phytic acid content (up to 0.36 fold). According to the sensory evaluation, 30% of ECS with RDF was the most preferable snack.

Keywords:
red dog flour; extrusion; by-product; nutritional; dietary fiber; functional

HIGHLIGHTS

• Extruded corn snacks (ECS) were developed with red dog flour (RDF), rich in ash, protein, dietary fiberand bioactive component.

• The best-optimized corn snack wasdetermined with a 20% RDF ratio.

• The addition of the RDF increased the nutritional and functional properties of ECS.

• Extrusion greatly reduced the phytic acid content of ECS containing RDF.

INTRODUCTION

Worldwide, ready-to-eat foods such as snack foods, breakfast cereals, cakes, crackers, and biscuits have growing demands daily. The global snack food market had an annual value of 51.59 billion USD in 2019 and is expected to extend by more than 4% by 2026 [11 Tyl C, Bresciani A, Marti A. Recent progress on improving the quality of bran-enriched extruded snacks. Foods. 2021;10(9):20-4.]. Several snack foods are offered to the market using different production techniques. In extrusion technology, one of the different techniques, many processes such as mixing/kneading, homogenization, stabilization, cooking, expansion, shaping, and partial drying can be performed in a short time (1-2 minutes) with a single device [22 Choton S, Gupta N, Bandral JD, Anjum N, Choudary A. Extrusion technology and its application in food processing: A Review. Pharma Innov. J. 2020;9(2):162-68. doi:10.22271/tpi.2020.v9.i2d.4367.
https://doi.org/10.22271/tpi.2020.v9.i2d...
]. Corn-based snack foods, expanded using extrusion technology, loved and consumed by all age groups, are popular foods. However, the nutritional and functional properties of ECS made of corn grits are relatively poor as the bran and germ fractions are removed during the corn grit milling process. Conscious consumers tend to choose healthier foods, i.e., foods low in fat and energy density and high in fiber and other functional components.

Red dog flour (RDF), a by-product of the wheat flour milling process with 0.5-3.0% yield, comprises an aleurone layer, endosperm, fine bran, and germ particles. The chemical composition and nutritional value of RDF depend on the proportion of those fractions and vary by the type of wheat grain and the milling process. RDF is generally more affluent than refined white flour in protein (15-20%), fat (3-6%), ash (3-6%), and fiber (5-15%) and is mainly used for animal feeding [33 Sarfaraz A, Azizi MH, Gavlighi HA, Barzegar M. Physicochemical and functional characterization of wheat milling co-products: Fine grinding to achieve high fiber antioxidant-rich fractions. J. Cereal Sci. 2017;77:228-34. doi:10.1016/j.jcs.2017.08.021.
https://doi.org/10.1016/j.jcs.2017.08.02...
, 44 Casas GA, Rodriguez DA, Stein HH. Nutrient composition and digestibility of energy and nutrients in wheat middlings and red dog fed to growing pigs. J. Anim. Sci. 2018;96:215-24. doi:10.1093/jas/skx010.
https://doi.org/10.1093/jas/skx010....
]. However, a limited number of studies have been carried out on different products containing RDF. Das Neves and coauthors[55 Das Neves MA, Kimura T, Shimizu N, Shiiba K. Production of alcohol by simultaneous saccharification and fermentation of low-grade wheat flour. Brazilian Arch. Biol. Technol. 2006;49:481-90.doi:10.1590/s1516-89132006000400017.
https://doi.org/10.1590/s1516-8913200600...
]. used two types of RDF, with different carbohydrate and fibrous content, in the production of ethyl alcohol by subjecting them to the saccharification and fermentation processes. According to the study, the ethanol yield differed from the RDF type. Zhang and coauthors[66 Zhang J, Hou H, Dong H, Dai Y. Effects of bran, shorts, and feed flour by ultra-fine grinding on rheological characteristics of dough and bread qualities. Afr. J. Biotechnol. 2012;11:3631-39.] studied the effects of the RDF on dough rheology and bread quality. The water holding capacity, dough development time, and gluten yield increased, but the kneading tolerance index, dough stability, and gluten index decreased with the RDF. Sarfaraz and coauthors [33 Sarfaraz A, Azizi MH, Gavlighi HA, Barzegar M. Physicochemical and functional characterization of wheat milling co-products: Fine grinding to achieve high fiber antioxidant-rich fractions. J. Cereal Sci. 2017;77:228-34. doi:10.1016/j.jcs.2017.08.021.
https://doi.org/10.1016/j.jcs.2017.08.02...
] found that the protein content and antioxidant capacity of RDF were higher than coarse and fine bran. The aleuron layer, a precious anatomical part of wheat in terms of nutritional and functional, is concentrated in the RDF during the milling process. Erim Köse [77 Erim Köse Y. Kavut ununun besinsel bileşimi ve antioksidan kapasitesinin belirlenmesi [Determination of nutritional composition and antioxidant capacity of kavut flour]. J. Inst. Sci. Technol. 2020;10:2639-48.] reported that the addition of RDF to the formulation of kavut, a traditional product, increased the nutritional value of kavut.

This study aims 1) to give a new usage area for RDF in the functional food industry 2) to optimize ECS process condition by using RSM with Box-Behnken Design 3) to develop functional and nutritional ECS with an increasing ratio of RDF 4) to determine the chemical composition, functional, nutritional and sensory properties of the ECS with RDF.

MATERIAL AND METHODS

Materials

Corn grit and RDF were provided by Değirmenci Agriculture-Food Corn Flour Factory (Gaziantep) and Sosyete Flour A.Ş. (Karaman), respectively. All materials were stored at +4 °C until use.

Experimental designs and statistical analysis

In the first stage of the study, extrusion conditions for ECS with RDF were optimized utilizing Response Surface Methodology (RSM) with Box-Behnken Design. Optimization was established on the textural and physical characteristics of the products. In the second stage, the RDF content of the ECS was gradually increased (25, 30, 35, and 40%) for further nutritional and functional enrichment of the product.

Design-Expert (v7.0, Stat ease, Minneapolis, USA) program, consisting of Box Benken design, was utilized to interpret four independent variables with three levels: RDF ratio, die temperature, screw speed, and moisture content. Coded and actual levels of independent variables are exhibited in Table 1. Two interaction and second-order polynomial models were used to define the independent variables. Analysis of variance (ANOVA) for each response employed statistical significance of the terms in the regression equation. Minitab 17 (Minitab Inc, USA) was performed to define correlation coefficients between dependent variables from a Pearson correlation matrix. Distinctions between chemical and nutritional characteristics of ECS were analyzed by multiple range test of Duncan using SPSS 16.0.

Extrusion

RDF blends were prepared as dry bases based on replacement corn grit with 20, 40, and 60%. The blends were adjusted to 10-20% moisture content, left to rest at +4 °C for 24 hours and rested at room temperature for 1 hour before extrusion. Moreover, the moist mixtures were fed with a gravimetric feeder (Brabender Technologies, Germany) into a twin-screw extruder (Rondol Technology, England) at a constant rate of 2.5 kg/h. The barrel diameter was 21 mm, and the barrel length to diameter ratio (L/D) was 40:1. The barrel temperatures were stable at 50, 60, 70, 90, and 100 °C throughout all runs. RDF ratio (20-60%), die temperature (110-150 °C), screw speed (325-575 rpm), and moisture content (10-20%) were used as independent variables with three levels for Box Behnken design (Table 1). The levels of process variables were determined according to preliminary trials. The drying process were performed in the oven at 70 °C for 2-3 h.

Table 1
Box Benken design for extrusion process with coded and actual levels

Textural and physical properties

A TA-XT2i Texture Analyzer (Stable Micro Systems, Godalming, UK) employing a Kramer shear cell probe was utilized to measure the textural characteristics of snack samples. A software program recorded the curve was analyzed (Texture Exponent 32, version 2.03). The peak force is as an expression of hardness [88 Yaǧcı S, Göǧüş F. Response surface methodology for evaluation of physical and functional properties of extruded snack foods developed from food byproducts. J. Food Eng. 2008;86:122-32.doi:10.1016/j.jfoodeng.2007.09.018.
https://doi.org/10.1016/j.jfoodeng.2007....
].The peak number and distance (mm) at which a product breaks were measured from the force-distance curve and considered crispiness and brittleness, respectively [99 Samuel L, Dogan H, Kokini JL. Textural analysis method development for two-phase food products. IFT Annual Meeting. 2005. p.15-20.]. The expansion ratio was calculated by dividing the sample diameter by the circular die diameter. The true densities of snack samples were measured with a gas pycnometer (Accupyc 1340, USA). Measuring the dimension of snack samplings was defined the apparent density of snack samples. True and apparent density values were used to calculate porosity [1010 Yağcı S, Altan A, Doğan F. Effects of extrusion processing and gum content on physicochemical, microstructural and nutritional properties of fermented chickpea-based extrudates. LWT-Food Sci. Technol.2020;12:109150.]. All samples were measured in triplicate.

Chemical analysis

Chemical analyses were determined for RDF, corn grit, and ECS samples. Moisture (44-15A), ash (08-01), protein (46-12), fat (30-25) analyses were carried out using common methods of AACC [1111 AACC. Approved Methods of Analysis, Cereals & Grains Association, St. Paul:Minnosata; 2000.].

Functional and nutritional properties

Phytic acid analysis was conducted according to Haug and Lantzsch [1212 Haug W, Lantzsch H. Sensitive method for the rapid determination of phytate in cereals and cereal products. J. Sci. Food Agric. 1983;1423-26.]. Samples were extracted with 0.2 N hydrochloric acid solution, then treated with a certain amount of iron III solution. The amount of iron remaining in the serum part was determined by spectrophotometric method. The amount of phytic acid was calculated as mg/100 g.

Folin-Ciocalteou approach [1313 Singleton VL, Orthofer R, Lamuela-Raventós RM. Analysis of total phenols and other oxidation substrates and antioxidants by means of folin-ciocalteu reagent. Methods in Enzymology. 1999;299:152-78.]was employed to define total phenolic content. In brief, raw materials and ECS were milled in the blender to pass 375 µm. Extraction was conducted by tenfold acidified methanol (HCI/methanol/water, 1/80/10, v/v/v) vibrating at 200 rpm for 2 hours. After centrifugation (1000xg, 10 min), the purified extract (250 µL), 2N Folin-Ciocalteu reagent (250 µL), and distilled water (5.75mL) were incorporated and rested at ambient temperature for 8 min. The purified extract (250 µL), 2N Folin-Ciocalteu reagent (250 µL), and distilled water (5.75 mL) were incorporated and rested at ambient temperature for 8 min. Then 2.5 mL sodium carbonate solution (7%) and 5.00 mL distilled water were added and rested for another 2 hours. The absorbances of raw materials, ECS samples, and standard solutions were read at 750 nm to determine the total phenolic contents.

The method of Beta and coauthors [1414 Beta T, Nam S, Dexter JE, Sapirstein HD.Phenolic content and antioxidant activity of pearled wheat and roller-milled fractions. Cereal Chem. 2005;82:390-93.doi:10.1094/CC-82-0390.
https://doi.org/10.1094/CC-82-0390....
] related to DPPH radical scavenging activity was utilized to define the antioxidant activity of raw materials and ECS. The same extracts were used for total phenolic contents. 3.9 ml DPPH solution and 100 µL extract were incorporated and rested in the darkroom for 30 min. The absorbances of raw materials, ECS samples, acidified methanol (blank), and DPPH (control) were read at 515 nm to determine the antioxidant activity.

The ABTS radical cation decolorization assay determined the free radical scavenging capacity of antioxidants extracted from the samples, according to Re and coauthors [1515 Re R, Pellegrini N, Proteggente A, Pannala A, Yang M, Rice-Evans C. Antioxidant activity applying an improved ABTS radical cation decolorization assay. Free Radic. Biol. Med. 1999;26:1231-37.] with a partial modification of the method. The ABTS radical cation (ABTS+) was generated by responding seven mM ABTS with 12.5 mL 2.45 mM potassium persulfate and authorizing the blend to stand for 12-16 hr in the dark at ambient temperature. The ABTS+·solution was diluted with 0.1 M phosphate buffer (ph 7.4) to an absorbance of 0.7 (±0.02) at 734 nm. Raw materials and ECS samples were removed with 80% methanol at ambient temperature for 30 min at 70 rpm and purified by centrifugation (15000xg, 10 min). The purified extracts (10, 20, and 30 µL) and 3mL of ABTS+·solution were mixed and rested at darkroom temperature for 6 min and read the absorbance at 734 nm. The calibration curve of Trolox absorbance versus concentration (5-25mmol/L) was employed to define Trolox equivalent values of samples.

Raw materials and ECS samples were ground to pass via a 375 µm sieve screen for dietary fiber analysis. Insoluble (IDF) and total dietary fiber (TDF) from raw material and ECS samples were prepared based on AOAC, 960.43 [1616 AOAC. Official Methods of Analysis of AOAC International. AOAC International, Gaithersburg, Maryland:US; 2005.]. The amount of soluble dietary fiber (SDF) of the samples was calculated by subtracting the amount of IDF from the TDF (AOAC, 2005). Briefly, 1.000 ± 0.005 g of milled sampling in replication was subjected to sequential enzymatic digestion by heat-stable 50 μL α-amylase (3000 U/mL, boiling water bath for 30 min), 100 µL protease (350 tyrosine U/ml, pH 7.5, 60 °C water bath for 30 min), and 200 μL amyloglucosidase (3300 U/mL, pH 4.5, 60 °C water bath for 30 min) to dismiss starch and protein. The residue rinsed with hot distilled water, 20 ml ethanol (95%), and 20 ml acetone (95%) were vacuum filtered and guided to IDF. The sample preparation and enzyme treatment procedure described above were also followed in TDF analysis. 225 mL ethanol (95%, 60 °C) was mixed and rested for 1 hour at room temperature. The residue washed with ethanol (78% and 95%), and acetone (95%) were vacuum filtered and referred to as TDF. All samples were dried at 105 °C overnight in an oven. Both IDF and TDF were calculated by subtracting ash and total protein amounts from sediment weight.

The mineral component contents (Fe, K Mg, P, and Se) of the raw materials and ECS samplings were defined by inductively-coupled plasma spectroscopy, ICP-OES (Vista series, Switzerland). Dry samples were digested employing a closed vessel microwave (MARS 5, CEM Corporation, USA) with concentrated nitric acid and sulfuric acid. Then, concentrations were determined by using ICP-OES [1717 Skujins S. Handbook for ICP-AES (Varian-Vista). A short guide to vista series ICP-AES operation. Varian Int. Switzerland Soc Food Sci Technol 1998. p. 221-27] .

Sensory analysis

Ten semi-trained panel members performed sensory analysis assessed optimized ECS with 20 % RDF and selected four ECS samples containing 25, 30, 35, and 40 % RDF for color, taste, odor, texture (hardness, crispness, and brittleness), pore structure, and overall acceptability using the 7-point hedonic scale. (1color, taste, odor, crispiness porosity, and overall acceptability from 1 = dislike extremely to 7 = like extremely. 2brittleness and hardness from 1 = like extremely to 7 = dislike extremely ) [1010 Yağcı S, Altan A, Doğan F. Effects of extrusion processing and gum content on physicochemical, microstructural and nutritional properties of fermented chickpea-based extrudates. LWT-Food Sci. Technol.2020;12:109150.].

RESULTS AND DISCUSSİON

Textural and physical properties

The texture (hardness, crispiness, brittleness) reflects the structural integrity of extruded products and plays a critical role in the acceptability of absolute products. Peak force, peak number, and distance values of snack samplings considered hardness, crispiness, and brittleness varied from 263.59-801.9 N, 0-38 (peak number) 456.14-1391.76 (Nxs), respectively. The results of the predicted models indicated that the screw speed did not have a substantial effect (p˃0.05) on the textural characteristics of ECS with RDF. It was attributed to the screw speed not having a certain effect on textural properties. Other independent variables such as the raw material composition and screw configuration should be considered with the screw speed [1818 Moraru CI, Kokini JL. Nucleation and expansion during extrusion and microwave heating of cereal foods. Compr. Rev. Food Sci. Food Saf. 2003;2(4):147-65.]. Moisture content had a substantial adverse linear impact on hardness but had an effective positive impact on brittleness and crispiness (p<0.05). In contrast, the RDF ratio had a considerable negative linear effect on brittleness but had a substantial positive impact on hardness (p<0.05) (Figure 1A). Similar findings were observed by Lobato and coauthors [1919 Lobato LP, Anibal D, Lazaretti MM, Grossmann MVE, Extruded puffed functional ingredient with oat bran and soy flour, LWT-Food Sci Technol, 2011;44(4):933-39.doi:10.1016/j.lwt.2010.11.013.
https://doi.org/10.1016/j.lwt.2010.11.01...
] who utilized the oat bran, rich in fiber, in extruded puffed and reported that enrichment of oat bran caused reduced expansion and increased hardness.Textural characteristics of the snack samplings were influenced by interaction terms of moisture content and RDF ratio, while the quadratic terms of moisture content were positively significant for hardness and negatively significant for crispiness. Also, Figure 1B represents that the increase in the RDF ratio and moisture content caused an increased hardness and decreased crispiness. There is a positive correlation between the RDF ratio and hardness of ECS with RDF (R=0.751, p<0.001), and is a negative correlation between the RDF ratio and crispiness and brittleness (R=-0.728,p<0.001 and R=-0.775, p<0.001). The water absorption of starch changes under extrusion conditions, and water can easily penetrate the starch. Starch, exhibiting plastic properties, loses water with heat, pressure, and shear force, increasing viscosity. A glassy structure occurs in 8-10% moisture content in the barrel. Extruded snack product has a hard and brittle texture [88 Yaǧcı S, Göǧüş F. Response surface methodology for evaluation of physical and functional properties of extruded snack foods developed from food byproducts. J. Food Eng. 2008;86:122-32.doi:10.1016/j.jfoodeng.2007.09.018.
https://doi.org/10.1016/j.jfoodeng.2007....
]. As a result of the continuous increase in moisture content, the expansion of the products decreases, the air bubbles become thinner, thick cell walls are formed, brittleness, expansion ratio, and porosity decrease, and hardness and apparent density increase [2020 Alam MS, Kaur J, Khaira H, Gupta K, Extrusion and extruded products: changes in quality attributes as affected by extrusion process parameters: A Review. Crit. Rev. Food Sci. Nutr. 2016;56:445-73. doi:10.1080/10408398.2013.779568.
https://doi.org/10.1080/10408398.2013.77...
]. Die temperature had a notable adverse linear influence on hardness and crispiness but had an influential positive effect on brittleness (p<0.05). Crispiness and brittleness were affected by interaction terms of screw speed and die temperature (Table 2). Bisharat and coauthors[2121 Bisharat GI, Eleni PN, Panagiotou NM, Krokida MK, Maroulis ZB. Thermal, textural, and physicochemical analysis of corn extrudates enriched with broccoli or olive paste. Int. J. Food Prop. 2017;17:2100-16.] studied the effects of different extrusion conditions (moisture content 14-19%, screw speed 150-250 rpm, and die temperature 140-180 °C) on the thermal, textural physicochemical properties of ECS enriched with olive paste. They reported that the structure of products was rigid, and brittleness increased with olive paste concentration, screw speed, and moisture content.

The degree of expansion ratio is another important quality parameter to the acceptability of the final products. The expansion ratio altered from 1.30-3.40, while the apparent density changed with 0.13-0.68 g/cm3 for the ECS with RDF. The porosity of the samples was between 0.53-0.90. There is a positive correlation between the porosity and expansion of ECSs (R=0.664, p<0.001). There were comparable results for expansion ratio and porosity in the literature for extrusion of high-quality cassava-tigernut composite flour [2222 Kareem ST, Adebowale ARA, Sobukola OP, Adebisi MA, Obadina OA, Kajihausa OE, et al. Some quality attributes of high quality cassava-tigernut composite flour and its extruded snacks. J. Culin. Sci. Technol. 2015;13(3):242-62.] and for extrusion of fermented chickpea-based extrudates [1010 Yağcı S, Altan A, Doğan F. Effects of extrusion processing and gum content on physicochemical, microstructural and nutritional properties of fermented chickpea-based extrudates. LWT-Food Sci. Technol.2020;12:109150.], respectively. The consequences of the predicted models showed that the linear impacts of screw speed on the expansion ratio of snack samplings were not meaningful (p˃0.05).

Table 2
Models, lack of fits, R2, R2adj and R2pred for the responses of the 20 % ECS with RDF*

While screw speed had no substantial effect on expansion ratio (p 0.05), screw speed had a considerable effect on the apparent density and porosity of ECS with RDF (p<0.0001) (Table 2). Şeker [2323 Seker M. Selected properties of native or modified maize starch/soy protein mixtures extruded at varying screw speed. J. Sci. Food Agric. 2005;85(7):1161-65.] reported similar results for the influence of screw speed were declared for the bulk density of the extruded products produced from starch-soy protein mixture decreased as the screw speed increased. The moisture content, the RDF ratio, and die temperature influenced apparent density and porosity (p<0.05), especially on expansion ratio (p<0.0001). The negative coefficient of moisture content, RDF ratio, and die temperature demonstrated that expansion ratio and porosity declined with rising moisture content, RDF ratio, and die temperature. Also, Figure 1C represents that the increase in the RDF ratio and die temperature caused a decreased expansion ratio. Expansion ratio, apparent density, and porosity were affected by both screw speed and moisture content and RDF ratio and moisture content. The quadratic effects of both moisture content and RDF ratio on the apparent density and porosity of extruded snacks were significant (p<0.05).In contrast, the quadratic effects of die temperature on the expansion ratio, apparent density, and porosity of snack samplings were not meaningful (p˃0.05) (Table 2). Leonard and coauthors [2424 Leonard W, Zhang P, Ying D, Fang Z. Application of extrusion technology in plant food processing by products: An overview. Compr. Rev. Food Sci. Food Saf. 2020;19:218-46.] reported that high-temperature products containing high fiber and protein have low expansion and high bulk density. The effect of moisture content and RDF ratio on porosity ECS with RDF is displayed in Figure 1D. The increment in moisture content and RDF ratio induced a decline in porosity but increased apparent density, yielding fewer puffed snack samples. Expansion ratio was negatively correlated with apparent density (R=-0.636, p<0.001) and positively associated with porosity (R=0.664, p<0.001). This was attributed to RDF, rich in dietary fiber, reducing the use of water during expansion by disrupting the continuous melting structure in the barrel and binding some of the water in the structure [1818 Moraru CI, Kokini JL. Nucleation and expansion during extrusion and microwave heating of cereal foods. Compr. Rev. Food Sci. Food Saf. 2003;2(4):147-65.]. Thus, as the fiber content increases, the average cell size, expansion rate, and crispiness decrease; apparent density, hardness, and tensile strength increase during the cell wall [2525 Yanniotis S, Petraki A. Soumpasi E. Effect of pectin and wheat fibers on quality attributes of extruded corn starch. J. Food Eng. 2007;80(2):594-9.]. It is impossible to obtain products with good expansion and pore structure from fiber sources alone.

Figure 1
Response surface plots at optimized conditions for the effects of RDF ratio, moisture content, and die temperature on hardness, crispiness, expansion ratio, and porosity of 20% ECS with RDF*.

Verification of ECS with RDF

Box Benken RSM was used to model extruded snacks' physical and textural properties in this study. The lowest hardness and apparent density, the highest crispiness, expansion ratio, and porosity were chosen to optimize the extruded snack sample. The optimization conditions were determined as 20% RDF, 468 rpm screw speed, 110 °C die temperature, and 13,42% moisture content. The coefficient of determination of regression equations changed from 0.87-0.96 with significant probability values (p˂0.0001) and non-significant lack of fit values (p>0.05). The most suitable models used to determine the texture properties of extruded snacks were second-order (p<0.01) for hardness, crispiness, expansion ratio, apparent density, and porosity, and the two-factor interaction model was significant (p<0.01) for brittleness.

In the study's continuation, the optimum amount of RDF (20% ECS with RDF*) was gradually increased, and four different ratios of ECS with RDF (25, 30, 35, and 40 %) were determined RSM. The limit was determined as 40% since ECS with RDF have lower textural and physical properties, observed in RDF ratio above 40%. Extrusion conditions were respectively screw speed: 554, 575, 575, and 575 rpm, moisture content: 13.40, 14.19, 14.79, and 14.95; RDF ratio: 25%, 30, 35, and 40 die temperature: 110 °C in all production conditions. The ECS's hardness, brittleness,crispiness, expansion ratio, apparent density, and porosity values ranged from 350.82-384.02 (N), 1107.2-1426.17 (N xs), 29.75-34.33 (peak number), 2.71-3.02, 0.11-0.13 (g/cm3), and 0.91-0.92, respectively. According to the result, it has been determined that adding up to 40% of RDF to corn snacks allows the production of acceptable ECS. Estimated texture and physical analysis results for all ECS with RDF were consistent with the results of the validation trials given by RSM and were statistically indifferent (p>0.05).

Chemical composition and nutritional properties of raw materials and ECS

The chemical composition of RDF and corn grit were summarized as 2.46±0.01, 0.42±0.04 ash, 4.58±0.01, 0.93±0.09 fat, and 16.15±0.07, 7.75±0.07 protein, respectively. Likewise, Çelik and coauthors [2626 Çelik K, Ertürk MM, Ersoy İE. Farklı yem fabrikalarından örneklenen karma yem ve yem hammaddelerinde bazı kalite ögelerinin kantitatif araştırılması [Quantitatively investigating some quality characteristics of compound feeds and feedstuffs sampled out of different feed mills]. Akdeniz Üniversitesi Ziraat Fakültesi Derg. 2003;16:161-68.] declared similar results for RDF, such as protein content of 14.63-15.23%, the fat content of 2.51-3.22%, ash content of 2.32-2.55%, respectively. Ačkar and coauthors [2727 Ačkar Đ, Jozinović A, Babić J, Miličević B, Balentić JP, Šubarić D. Resolving the problem of poor expansion in corn extrudates enriched with food industry byproducts. Innov. Food Sci. Emerg. Technol. 2018;47:517-24.]reported that the chemical composition of corn grit was 14% moisture, 0.4-0.5% ash, 0.8-1.3% fat, and 7.9-9.0% protein. Compared to ECS without RDF, ECS with RDF were higher ash, fat, and protein content, but the fat content was more inferior in snack samples than raw material (Table 3). An increment in the protein content after extrusion cooking was informed for corn/common bean flours mixtures based snacks [2828 Félix-Medina JV, Montes-Ávila J, Reyes-Moreno C, Perales-Sánchez JXK, Gómez-Favela MA, Aguilar-Palazuelos E, Gutiérrez-Dorado R. Second-generation snacks with high nutritional and antioxidant value produced by an optimized extrusion process from corn/common bean flours mixtures. LWT. 2020;124:109172.]and for insect based extruded products [2929 Alam MR, Scampicchio M, Angeli S, Ferrentino G. Effect of hot melt extrusion on physical and functional properties of insect based extruded products. J Food Eng. 2019;259:44-51.]. After extrusion cooking, a significant reduction of fat content may be attributed to the starch-lipid complex formed [2020 Alam MS, Kaur J, Khaira H, Gupta K, Extrusion and extruded products: changes in quality attributes as affected by extrusion process parameters: A Review. Crit. Rev. Food Sci. Nutr. 2016;56:445-73. doi:10.1080/10408398.2013.779568.
https://doi.org/10.1080/10408398.2013.77...
]. Lipids form complexes with amyloses under high temperature and pressure and cannot be extracted with solvents such as hexane or petroleum ether. Since there is a decrease in the amount of free fatty acids in the environment, it oxidizes later, and the rancid taste formation in the products takes longer [3030 Singh S, Wakeling L. Gamlath S, Retention of essential amino acids during extrusion of protein and reducing sugars. J Agric Food Chem. 2007;55(21):8779-86.].

Table 3
Chemical properties of raw materials and ECS

Results of phytic acid of the raw materials and products were summarized in Table 4. Even though there was a slight increase in the amount of phytic acid according to the increasing RDF ratio, the amount of phytic acid in the products was generally low. The extrusion process significantly reduced phytic acid contents in products compared to raw materials. These results agree with previous findings of Yağcı and coauthors[1010 Yağcı S, Altan A, Doğan F. Effects of extrusion processing and gum content on physicochemical, microstructural and nutritional properties of fermented chickpea-based extrudates. LWT-Food Sci. Technol.2020;12:109150.] who observed a considerable decrease in the levels of antinutritional elements for fermented chickpea-based extrudates. A potential reason for the substantial reduction of antinutritional elements might be the hydrolyzing of the inositol hexaphosphate to lessen molecular weight forms during the extrusion [2020 Alam MS, Kaur J, Khaira H, Gupta K, Extrusion and extruded products: changes in quality attributes as affected by extrusion process parameters: A Review. Crit. Rev. Food Sci. Nutr. 2016;56:445-73. doi:10.1080/10408398.2013.779568.
https://doi.org/10.1080/10408398.2013.77...
]. In addition, moisture content, raw material, die temperature, and feed rate is the most effective extrusion parameters in reducing antinutritional components [3131 Levic J. Extrusion technology in feed and food processing. In 2nd Workshop Feed-to- Food FP7 REGPOT-3, Thematic Proceedings. Thematic Proceedings; 2010. p. 1-24.]. Kaur and coauthors[3232 Kaur G, Sharma S, Nagi HPS, Dar BN. Functional properties of pasta enriched with variable cereal brans. J. Food Sci. Technol. 2012;49:467-74.]. investigated the effects of wheat, barley, and oat bran antinutritional properties under certain extrusion conditions (115 °C die temperature and 20% moisture content). They reported that the highest decrease in phytate content was in wheat bran (64.40%), followed by barley bran (63.55%) and oat bran (26.47%).

The result of total phenolic content, DPPH scavenging activity, and TEAC are exhibited in Table 4. There was a decrease in the total phenolic content and TEAC of products under extrusion conditions compared to the raw material. This was attributed to the decreasing the number of phenolic substances under extrusion conditions due to the polymerization effect at high moisture content and the reducing the extraction and solubility of phenolic compounds [3333 Brennan C, Brennan M, Derbyshire E, Tiwari BK. Effects of extrusion on the polyphenols, vitamins, and antioxidant activity of foods. Trends Food Sci. Technol. 2011;22:570-75.]. Likewise, Yao and Ren [3434 Yao Y, Ren G. Suppressive effect of extruded adzuki beans (Vigna angularis) on hyperglycemia after sucrose loading in rats. Ind Crop and Prod. 2014;52:228-32.] reported similar results for extrusion caused to reduction total phenolic content and DPPH radical scavenging antioxidant capacity for adzuki beans. However, incorporating the increasing ratio of the RDF into the extruded corn snack improved the total phenolic content and TEACs of the extruded corn snack.

Table 4
Nutritional properties of raw materials and ECS

IDF, SDF and TDF amount of the raw materials, ECS with RDF, are shown in Table 4. The RDF and corn grit's fiber content were summarized as 24.00±0.24, 3.53±0.19 IDF, 1.29±0.03, 0.20±0.29 SDF, and 25.29±0.21, 3.73±0.48 TDF, respectively. IDF, SDF, and TDF amounts of corn grits seem similar to results reported in the literature [3535 Martínez-Bustos F, Viveros-Contreras R, Galicia-García T, Nabeshima EH, Verdalet-Guzmán I. Some functional characteristics of extruded blends of fiber from sugarcane bagasse, whey protein concentrate, and corn starch. Food Sci. Tech. 2011;31(4):870-78.]. Incorporating the increasing ratio of RDFinto the extruded corn snack improved the IDF, SDF, and TDF content of ECS with RDF. Due to the high pressure, temperature, and shear force applied in extrusion technology, physicochemical and structural changes may occur, insoluble dietary fibers may become soluble [3535 Martínez-Bustos F, Viveros-Contreras R, Galicia-García T, Nabeshima EH, Verdalet-Guzmán I. Some functional characteristics of extruded blends of fiber from sugarcane bagasse, whey protein concentrate, and corn starch. Food Sci. Tech. 2011;31(4):870-78., 3636 Moscicki L, Mitrus M, Wojtowicz A,Oniszczuk T, Rejak A. Extrusion cooking of starch. In Advances in Agrophysical Research. 2013. p.319-46.]. The breaking of bonds between fibers and other molecules and the emergence of small soluble forms can occur during the extrusion process [3737 Steel CJ, Leoro MGV, Schmiele M, Ferreira RE, Chang YK. Thermoplastic extrusion in food processing. Thermoplastic Elastomers. 2012;265.]. Gajula and coauthors[3838 Gajula H, AlaviS, Adhikari K, Herald T. Precooked bran-enriched wheat flour using extrusion: Dietary fiber profile and sensory characteristics. J. Food Sci. 2008;73(4):173-79.] added 0, 10, 20, and 30% wheat bran to wheat flour and performed a pre-baking process with an extruder. As a result of pre-cooking, soluble dietary fiber content increased from 22% to 73%, while insoluble dietary fiber content decreased. The addition of 20% RDF significantly increased the IDF, SDF, and TDF of ECS. It can be concluded that RDF is a good dietary fiber source. Şahin and coauthors [3939 Şahin N, Bilgiçli N, Sayaslan A. Kepek katkılı ekstrüde mısır çerezinin besleyicilik ve fonksiyonel özelliklerinin araştırılması [Investigation of nutritional and functional properties of extruded corn snacks with bran addition]. Food and Health. 2021;7(2);103-19.doi:10.3153/FH21012.
https://doi.org/10.3153/FH21012....
] reported a similar result that 10% bran, a good dietary fiber source, and addition significantly increased the extruded snack's IDF, SDF, and TDF content.

The mineral content of raw materials and 20% of ECS with RDF results are summarized in Figure 2. RDF has superior Fe, K, Mg, P, and Se amounts compared to corn grit. So, the addition of RDF into the corn snacks seemed to improve the amounts Fe, K Mg, P, and Se. Generally, minerals are heat stable. Extrusion technology does not change the mineral content of extruded products, and the mineral content is generally preserved during extrusion-a similar conclusion reported in the literature [4040 Manthey FA, Hall CA. Effect of processing and cooking on the content of minerals and protein in pasta containing buckwheat bran flour. J Sci Food Agric. 2007; 87:2026-33. doi:10.1002/jsfa.2953.
https://doi.org/10.1002/jsfa.2953....
]. In a study, there was a 38% increase in total Fe content in products produced due to extrusion [4141 Camire ME, Zhao J, Violette DA.In vitro binding of bile acids by extruded potato peels. J Agric Food Chem. 1993;41(12):2391-94.]. Low humidity and bran-rich abrasive foods wear out the screw and die of the extruder over time, removing metals. These parts must be replaced or renewed over time; otherwise, they may cause a build-up in extruded foods [4242 Tiwari A, Jha SK, Extrusion cooking technology: Principal mechanism and effect on direct expanded snacks-An overview. Int J Food Stud. 2017; 6:113-28.]. In the extrusion of wheat bran and broken rice flour, an increase in Ca, P, Fe, and Cu contents occurred. It was thought that the increase might be due to the water used during production [4343 Singh D, Chauhan GS, Suresh I, Tyagi SM. Nutritional quality of extruded snacks developed from composite of rice brokens and wheat bran. Int. J. Food Prop. 2000;3:421-31.doi:10.1080/10942910009524646.
https://doi.org/10.1080/1094291000952464...
].

Figure 2
Mineral content results of raw materials and 20% ECS with RDF* (mg/100 g)

Ten semi-trained panel members performed sensory analysis assessed ECS with RDF and for color, taste, odor, texture (hardness, crispness, and brittleness), pore structure, and overall acceptability using the 7-point hedonic scale (Figure 3). Color, taste, porosity, and overall acceptability were positively affected by 20%-30% addition ratio of RDF. It means that RDF improved the color, taste, porosity, and overall acceptability score of snack samples. According to the ANOVA results, the increasing ratio of RDF had a significant (p<0.01) effect on color, taste, brittleness, hardness, brittleness, porosity, and overall acceptability of the ECS. However, there were no significant differences (p˃ 0.01) in the odor of extruded snacks. RDF is a milling fraction that remains at the end of the process, thus containing fine bran, endosperm, and germ particles, especially the aleuron layer. RDF has a unique flavor and aroma with these layers. This is appreciated by consumers, adding up to 30% to snacks. Textural properties, especially hardness and crispiness, are important quality parameters for snack-type products. The brittleness values of ECS with RDF were positively affected by 40% RDF addition. When all ratings were evaluated, 30% ECS with RDF was liked by consumers.

Figure 3
Sensory evaluation of ECS with RDF

CONCLUSION

The present study has defined extrusion parameters for adequate nutritional snack food from an RDF-based mixture. Texture results and physical analysis results of ECS with RDF were consistent with the results of the validation trials and were statistically indifferent with utilizing ANOVA for each response (p>0.05). The optimization condition was 13.5% moisture content, 20% RDF ratio, 468 rpm screw speed, and 110°C die temperature. The RDF addition into ECS increased the ash, protein, dietary fiber content, and bioactive component compared to ECS without RDF. However, while the high addition of RDF increased phytic acid content, the extrusion condition with high temperature, pressure and shear force in a short time reducedphytic acid content remarkably. Also, the addition of RDF increased the mineral content. 30 % ECS with RDF gains more appreciation than other ECS with RDF from the panelist. RDF addition improved the chemical, nutritional and functional properties of ECS. These findings will allow readers to open new fields of study to evaluate RDF.

  • Funding: This research was funded by The Research Fund of Karamanoğlu Mehmetbey University, grant number 02.M.20.

REFERENCES

  • 1
    Tyl C, Bresciani A, Marti A. Recent progress on improving the quality of bran-enriched extruded snacks. Foods. 2021;10(9):20-4.
  • 2
    Choton S, Gupta N, Bandral JD, Anjum N, Choudary A. Extrusion technology and its application in food processing: A Review. Pharma Innov. J. 2020;9(2):162-68. doi:10.22271/tpi.2020.v9.i2d.4367.
    » https://doi.org/10.22271/tpi.2020.v9.i2d.4367.
  • 3
    Sarfaraz A, Azizi MH, Gavlighi HA, Barzegar M. Physicochemical and functional characterization of wheat milling co-products: Fine grinding to achieve high fiber antioxidant-rich fractions. J. Cereal Sci. 2017;77:228-34. doi:10.1016/j.jcs.2017.08.021.
    » https://doi.org/10.1016/j.jcs.2017.08.021.
  • 4
    Casas GA, Rodriguez DA, Stein HH. Nutrient composition and digestibility of energy and nutrients in wheat middlings and red dog fed to growing pigs. J. Anim. Sci. 2018;96:215-24. doi:10.1093/jas/skx010.
    » https://doi.org/10.1093/jas/skx010.
  • 5
    Das Neves MA, Kimura T, Shimizu N, Shiiba K. Production of alcohol by simultaneous saccharification and fermentation of low-grade wheat flour. Brazilian Arch. Biol. Technol. 2006;49:481-90.doi:10.1590/s1516-89132006000400017.
    » https://doi.org/10.1590/s1516-89132006000400017.
  • 6
    Zhang J, Hou H, Dong H, Dai Y. Effects of bran, shorts, and feed flour by ultra-fine grinding on rheological characteristics of dough and bread qualities. Afr. J. Biotechnol. 2012;11:3631-39.
  • 7
    Erim Köse Y. Kavut ununun besinsel bileşimi ve antioksidan kapasitesinin belirlenmesi [Determination of nutritional composition and antioxidant capacity of kavut flour]. J. Inst. Sci. Technol. 2020;10:2639-48.
  • 8
    Yaǧcı S, Göǧüş F. Response surface methodology for evaluation of physical and functional properties of extruded snack foods developed from food byproducts. J. Food Eng. 2008;86:122-32.doi:10.1016/j.jfoodeng.2007.09.018.
    » https://doi.org/10.1016/j.jfoodeng.2007.09.018.
  • 9
    Samuel L, Dogan H, Kokini JL. Textural analysis method development for two-phase food products. IFT Annual Meeting. 2005. p.15-20.
  • 10
    Yağcı S, Altan A, Doğan F. Effects of extrusion processing and gum content on physicochemical, microstructural and nutritional properties of fermented chickpea-based extrudates. LWT-Food Sci. Technol.2020;12:109150.
  • 11
    AACC. Approved Methods of Analysis, Cereals & Grains Association, St. Paul:Minnosata; 2000.
  • 12
    Haug W, Lantzsch H. Sensitive method for the rapid determination of phytate in cereals and cereal products. J. Sci. Food Agric. 1983;1423-26.
  • 13
    Singleton VL, Orthofer R, Lamuela-Raventós RM. Analysis of total phenols and other oxidation substrates and antioxidants by means of folin-ciocalteu reagent. Methods in Enzymology. 1999;299:152-78.
  • 14
    Beta T, Nam S, Dexter JE, Sapirstein HD.Phenolic content and antioxidant activity of pearled wheat and roller-milled fractions. Cereal Chem. 2005;82:390-93.doi:10.1094/CC-82-0390.
    » https://doi.org/10.1094/CC-82-0390.
  • 15
    Re R, Pellegrini N, Proteggente A, Pannala A, Yang M, Rice-Evans C. Antioxidant activity applying an improved ABTS radical cation decolorization assay. Free Radic. Biol. Med. 1999;26:1231-37.
  • 16
    AOAC. Official Methods of Analysis of AOAC International. AOAC International, Gaithersburg, Maryland:US; 2005.
  • 17
    Skujins S. Handbook for ICP-AES (Varian-Vista). A short guide to vista series ICP-AES operation. Varian Int. Switzerland Soc Food Sci Technol 1998. p. 221-27
  • 18
    Moraru CI, Kokini JL. Nucleation and expansion during extrusion and microwave heating of cereal foods. Compr. Rev. Food Sci. Food Saf. 2003;2(4):147-65.
  • 19
    Lobato LP, Anibal D, Lazaretti MM, Grossmann MVE, Extruded puffed functional ingredient with oat bran and soy flour, LWT-Food Sci Technol, 2011;44(4):933-39.doi:10.1016/j.lwt.2010.11.013.
    » https://doi.org/10.1016/j.lwt.2010.11.013.
  • 20
    Alam MS, Kaur J, Khaira H, Gupta K, Extrusion and extruded products: changes in quality attributes as affected by extrusion process parameters: A Review. Crit. Rev. Food Sci. Nutr. 2016;56:445-73. doi:10.1080/10408398.2013.779568.
    » https://doi.org/10.1080/10408398.2013.779568.
  • 21
    Bisharat GI, Eleni PN, Panagiotou NM, Krokida MK, Maroulis ZB. Thermal, textural, and physicochemical analysis of corn extrudates enriched with broccoli or olive paste. Int. J. Food Prop. 2017;17:2100-16.
  • 22
    Kareem ST, Adebowale ARA, Sobukola OP, Adebisi MA, Obadina OA, Kajihausa OE, et al. Some quality attributes of high quality cassava-tigernut composite flour and its extruded snacks. J. Culin. Sci. Technol. 2015;13(3):242-62.
  • 23
    Seker M. Selected properties of native or modified maize starch/soy protein mixtures extruded at varying screw speed. J. Sci. Food Agric. 2005;85(7):1161-65.
  • 24
    Leonard W, Zhang P, Ying D, Fang Z. Application of extrusion technology in plant food processing by products: An overview. Compr. Rev. Food Sci. Food Saf. 2020;19:218-46.
  • 25
    Yanniotis S, Petraki A. Soumpasi E. Effect of pectin and wheat fibers on quality attributes of extruded corn starch. J. Food Eng. 2007;80(2):594-9.
  • 26
    Çelik K, Ertürk MM, Ersoy İE. Farklı yem fabrikalarından örneklenen karma yem ve yem hammaddelerinde bazı kalite ögelerinin kantitatif araştırılması [Quantitatively investigating some quality characteristics of compound feeds and feedstuffs sampled out of different feed mills]. Akdeniz Üniversitesi Ziraat Fakültesi Derg. 2003;16:161-68.
  • 27
    Ačkar Đ, Jozinović A, Babić J, Miličević B, Balentić JP, Šubarić D. Resolving the problem of poor expansion in corn extrudates enriched with food industry byproducts. Innov. Food Sci. Emerg. Technol. 2018;47:517-24.
  • 28
    Félix-Medina JV, Montes-Ávila J, Reyes-Moreno C, Perales-Sánchez JXK, Gómez-Favela MA, Aguilar-Palazuelos E, Gutiérrez-Dorado R. Second-generation snacks with high nutritional and antioxidant value produced by an optimized extrusion process from corn/common bean flours mixtures. LWT. 2020;124:109172.
  • 29
    Alam MR, Scampicchio M, Angeli S, Ferrentino G. Effect of hot melt extrusion on physical and functional properties of insect based extruded products. J Food Eng. 2019;259:44-51.
  • 30
    Singh S, Wakeling L. Gamlath S, Retention of essential amino acids during extrusion of protein and reducing sugars. J Agric Food Chem. 2007;55(21):8779-86.
  • 31
    Levic J. Extrusion technology in feed and food processing. In 2nd Workshop Feed-to- Food FP7 REGPOT-3, Thematic Proceedings. Thematic Proceedings; 2010. p. 1-24.
  • 32
    Kaur G, Sharma S, Nagi HPS, Dar BN. Functional properties of pasta enriched with variable cereal brans. J. Food Sci. Technol. 2012;49:467-74.
  • 33
    Brennan C, Brennan M, Derbyshire E, Tiwari BK. Effects of extrusion on the polyphenols, vitamins, and antioxidant activity of foods. Trends Food Sci. Technol. 2011;22:570-75.
  • 34
    Yao Y, Ren G. Suppressive effect of extruded adzuki beans (Vigna angularis) on hyperglycemia after sucrose loading in rats. Ind Crop and Prod. 2014;52:228-32.
  • 35
    Martínez-Bustos F, Viveros-Contreras R, Galicia-García T, Nabeshima EH, Verdalet-Guzmán I. Some functional characteristics of extruded blends of fiber from sugarcane bagasse, whey protein concentrate, and corn starch. Food Sci. Tech. 2011;31(4):870-78.
  • 36
    Moscicki L, Mitrus M, Wojtowicz A,Oniszczuk T, Rejak A. Extrusion cooking of starch. In Advances in Agrophysical Research. 2013. p.319-46.
  • 37
    Steel CJ, Leoro MGV, Schmiele M, Ferreira RE, Chang YK. Thermoplastic extrusion in food processing. Thermoplastic Elastomers. 2012;265.
  • 38
    Gajula H, AlaviS, Adhikari K, Herald T. Precooked bran-enriched wheat flour using extrusion: Dietary fiber profile and sensory characteristics. J. Food Sci. 2008;73(4):173-79.
  • 39
    Şahin N, Bilgiçli N, Sayaslan A. Kepek katkılı ekstrüde mısır çerezinin besleyicilik ve fonksiyonel özelliklerinin araştırılması [Investigation of nutritional and functional properties of extruded corn snacks with bran addition]. Food and Health. 2021;7(2);103-19.doi:10.3153/FH21012.
    » https://doi.org/10.3153/FH21012.
  • 40
    Manthey FA, Hall CA. Effect of processing and cooking on the content of minerals and protein in pasta containing buckwheat bran flour. J Sci Food Agric. 2007; 87:2026-33. doi:10.1002/jsfa.2953.
    » https://doi.org/10.1002/jsfa.2953.
  • 41
    Camire ME, Zhao J, Violette DA.In vitro binding of bile acids by extruded potato peels. J Agric Food Chem. 1993;41(12):2391-94.
  • 42
    Tiwari A, Jha SK, Extrusion cooking technology: Principal mechanism and effect on direct expanded snacks-An overview. Int J Food Stud. 2017; 6:113-28.
  • 43
    Singh D, Chauhan GS, Suresh I, Tyagi SM. Nutritional quality of extruded snacks developed from composite of rice brokens and wheat bran. Int. J. Food Prop. 2000;3:421-31.doi:10.1080/10942910009524646.
    » https://doi.org/10.1080/10942910009524646.

Edited by

Editor-in-Chief: Bill Jorge Costa
Associate Editor: Acácio Antonio Ferreira Zielinski

Publication Dates

  • Publication in this collection
    27 Jan 2023
  • Date of issue
    2023

History

  • Received
    11 Mar 2022
  • Accepted
    22 Nov 2022
Instituto de Tecnologia do Paraná - Tecpar Rua Prof. Algacyr Munhoz Mader, 3775 - CIC, 81350-010 Curitiba PR Brazil, Tel.: +55 41 3316-3052/3054, Fax: +55 41 3346-2872 - Curitiba - PR - Brazil
E-mail: babt@tecpar.br