scieee AI-readable full text Open interactive document viewer

The Effect of Sterilization on Size and Shape of Fat Globules in Model Processed Cheese Samples

Tremlová, Bohuslava; Štarha, Pavel; Buňka, František; Gistingrová, Zuzana; Hrabě, Jan

Abstract

Model cheese samples from 4 independent productions were heat sterilized (117 C, 20 minutes), after the melting process and packing with an aim to prolong their durability. The objective of the, study was to assess changes in the size and shape of fat globules due to heat sterilization by using, image analysis methods. The study included a selection of suitable methods of preparation mounts,, taking microphotographs and making overlays for automatic processing of photographs by image, analyser, ascertaining parameters to determine the size and shape of fat globules and statistical, analysis of results obtained.

Full text

The Effect of Sterilization on Size and Shape of Fat Globules in Model Processed Cheese Samples B. TREMLOVÁ1, P. ·TARHA2, F. BU≈KA3, Z. GISTINGROVÁ1, J. HRABù3 University of Veterinary and Pharmaceutical Sciences Brno1) Brno University of Technology2) TomበBaÈa University in Zlín3) Received November 3, 2005 Accepted May 11, 2006 Abstract Tremlová B., P. ·tarha, F. BuÀka, Z. Gistingrová, J. Hrabû: The Effect of Sterilization on Size and Shape of Fat Globules in Model Processed Cheese Samples. Acta vet. Brno 2006, 75: 419-425. Model cheese samples from 4 independent productions were heat sterilized (117 °C, 20 minutes) after the melting process and packing with an aim to prolong their durability. The objective of the study was to assess changes in the size and shape of fat globules due to heat sterilization by using image analysis methods. The study included a selection of suitable methods of preparation mounts, taking microphotographs and making overlays for automatic processing of photographs by image analyser, ascertaining parameters to determine the size and shape of fat globules and statistical analysis of results obtained. The results of the experiment suggest that changes in shape of fat globules due to heat sterilization are not unequivocal.We found that the size of fat globules was significantly increased (p< 0.01) due to heat sterilization (117 °C, 20 min), and the shares of small fat globules (up to 500 µm2, or 100 µm2) in the samples of heat sterilized processed cheese were decreased. The results imply that the image analysis method is very useful when assessing the effect of technological process on the quality of processed cheese quality. Processed cheese, heat sterilization, fat, image analysis, histochemical analysis Image analysis methods have become a useful tool for the evaluation of various defects and quantitative variables of food materials. The measurement of different parameters using image analysis is associated with important sensoric and technological properties of food materials when it comes to food samples. The study by Holcomb et al. (1992) showed that on the basis of rheological and structural examinations of dairy products, functional properties of products can be estimated by evaluating their microscopic structure. Also in the study of dairy products, image analysis methods are used, often associated with the microscopic and sensoric evaluation. Caccamo et al. (2004) compared the formation of gases in different kinds of cheese, focusing on the measurement of gas holes size in the section area. These methods provide aconsiderable potential for the evaluation of processed cheese quality, mainly in association with sensoric analysis. Thus, it is possible to estimate structural changes due to different heat treatments that affect the compact nature of protein matrix or fat particle distribution, which are the factors unequivocally influencing the texture of processed cheeses (Caric and Kaláb 1997; Guinee 2003). Processed cheeses are manufactured by heating a mixture of various kinds of natural cheeses at different stages of maturity, with emulsifying agents under partial vacuum and constant stirring, until a homogenous blend of required properties is achieved. Other raw materials, both dairy and non-dairy ones, can be added to the blend of natural cheeses. ACTA VET. BRNO 2006, 75: 419-425; doi:10.2754/avb200675030419 Address for correspondence: Doc. MVDr. Bohuslava Tremlová, Ph.D. Department of Vegetable Foodstuffs and Plant Production University of Veterinary and Pharmaceutical Sciences Brno Palackého 1-3 612 42 Brno, Czech Republic Phone: +420 541 562 700 E-mail : [email protected] http://www.vfu.cz/acta-vet/actavet.htm 420 Phosphates, polyphosphates, and, to a smaller extent, citrates are used as emulsifying agents (Caric and Kaláb 1997). When soldiers cannot be provided with warm food (separation from the unit, combat, etc.), they can receive so-called combat rations. There are special requirements for minimum shelf life of food components of combat rations. The minimum shelf life of these was determined as 24 months at the ambient temperature (Standardization Agreement No. 2937, 2001). The combat rations can also be used by members of the integrated rescue system when in operation. Combat rations of NATO armies (e.g. U.S.A., Germany and France) contain processed cheese. Processed cheese is a typical non-acid food. It is usually melted under 100°C (Bylund 1995). The temperature can only kill vegetative forms of microorganisms but not bacterial spores that may cause degradation of the product (Mafart et al. 2001). One of the ways to achieve a shelf life of 24 months in processed cheeses is heat sterilization. Yoon and McCarthy (2003) studied properties of processed cheese samples by using acombined method of magnetic resonance and image analysis with different melting conditions. In the study by Wang and Sun (2002), a computerized system of image analysis was used for the evaluation of cheese properties, relevant for the melting process. For the comparison, two kinds of cheese were chosen (Cheddar and Mozzarella) and various combinations of time and temperature were used. Wang and Sun (2003) used the image analysis for Cheddar and Mozzarella cheeses once again. This time the purpose was to determine colour changes in these two cheeses during the heating. When the course of browning process was evaluated, it was found that correlations between time and temperature defined as browning factor are different. The method used proved to be an efficient and objective tool for monitoring colour changes in cheese. The properties of processed cheese are influenced by many factors such as the composition, kind and degree of maturity of the cheese used, as well as of the added components, the nature and amount of emulsifiers, pH and manufacturing process parameters (Marchesseau et al. 1997). Some researchers (Raval and Mistry 1999) stated that milk fat is a very important component of processed cheeses since it influences their properties, for instance spreadability. In the study performed by Klostermeyer and Buchheim (1988), samples withdrawn at different stages of the melting process were investigated. Using electron microscopy, they studied the microstructure and compared the structure of protein matrix and its changes during the melting processes. They used two samples of processed cheese, made under the same conditions, the only difference being the rotation rate of the stirring device (lower and higher (10 ×) rotation rate). Differences in the size of fat globules were obvious, and much smaller at a higher rotation rate. There were some differences within the protein matrix, too, and the samples processed under the higher rotation rate of the melting boiler showed locally markedly larger protein particles. Sutheerawattananonda et al. (1997) studied the effect of heat treatment duration on fat particle distribution and the degree of emulsification of processed cheese samples, using various kinds of emulsifying agent. They measured the size and shape of fat particles in model samples of processed cheese, using fluorescence microscopy and image analysis. Different heat treatments and the presence of emulsifying agents significantly influenced the shape and size of fat globules. Results showed that there were not any truly round or circular globules in the cutaway view. For the examination by the fluorescence microscope, the samples were stained with Nile blue. For the light microscopy, methods using the Sudan group stains, Oil red and osmium tetroxide are most commonly used. The rate and intensity of staining depend on the stain concentration (Flint 1994). Awad et al. (2002) compared the texture and microstructure of cheese samples processed with different emulsifying agents. Different manufacturing process conditions influenced 421 the number and size (diameter) of fat globules. The size (diameter) ranged from 16.9 ± 0.5 to 87.5 ± 7.9 µm in different samples. Marchesseau et al. (1997) evaluated the effect of pH value on the microstructure of processed cheeses, mainly in terms of changes in the protein matrix. They found fat globules of 2 - 3 µm in diameter. Bowland and Foegeding (2001) monitored the effect of different processing conditions on rheological properties and properties of the lipid phase in model samples. Using microscopic examination and image analysis they found that percentages of the cross-sectional area took up by fat in model samples ranged from 31.0 ± 4.9 to 41.5 ± 6.5%. The size (diameter) of fat globules ranged between 3.53 ± 0.49 and 5.45 ± 0.84 µm. Many reported results suggest that image analysis is suitable for quantitative evaluation of images obtained by microscopic examination (e.g. Bijker et al. 1983; Hildebrandt and Hirst 1985; Rao et al. 1989; Heertje and Leunis 1997; Palka and Daun 1999). Depending on the aim of examination, variables to be measured are chosen. The aim of examination is often to ascertain the size, shape or colour of objects (Zikmundová 1996). The basis for processing and evaluation of a microscope image is a sufficient contrast enabling the analyser to identify objects correctly. This depends both on the staining method chosen and the quality of mount (Tremlová and ·tarha 2002). The objective of the present study was to apply the method of image analysis of microscope mount to assess the effect of heat sterilization treatment (117 °C, 20 min) on the size and shape of fat globules in model processed cheeses. Materials and Methods Four groups of processed cheese were analysed. The values declared were dry matter (38% w/w) and fat on dry matter basis (45% w/w). Each group of processed cheese was manufactured separately from other groups, but using the same technological procedure. The processed cheeses were made from a mixture of natural cheeses, butter, cottage cheese, water and emulsifying agents. The melt was filled in laminated aluminium containers. After closing the containers, each group of samples was divided into two parts. The first half of samples from all the groups was cooled down to 10 °C within 2 hours (hereinafter referred to as “non-sterilized processed cheeses” - N); the second half was subjected to sterilization treatment. Heat sterilization was performed by the sterilizer LUBECA at 117 °C for 20 minutes; then the samples in the sterilizer were cooled down to 25 °C (hereinafter referred to as “sterilized processed cheeses” - S). The samples were stored in the refrigerator at 8 ± 2 oC, until the analyses were carried out. Each time, 3 packages of non-sterilized and 3 packages of sterilized processed cheese were analysed in each group. For the image analysis, microscope mounts were made and stained with Oil red (Plate V, Fig. 1). The mounts were examined by the microscope Jenaval 250-CF, using 32-fold magnification. Microphotographs were taken by the digital camera Olympus C 4000. The documentation for each sample included about 40 pictures, and for image analysis, 16 microphotographs were chosen from each picture and individually processed by the image analysis software ACC (Image Structure and Object Analyse, v. 6.0). The processing of pictures was based on the scheme presented in the study by Tremlová and ·tarha (2002) and included the following steps: 1 Insertion of a measure for the magnification used 2 Creation of an overlay for fat globules, based on the colour and brightness of standard samples selected 3 Determination of variables (area of objects, SF = shape factor, sizes of half axes A and B) 4 Analysis (automatic, using an overlay, manual corrections). The evaluation of shape was based on the values of the size of half axes of the Legendre ellipse which approximates the object measured, and the shape coefficient calculated. The changes in shape were evaluated by comparing mean values of shape coefficient tab for different samples which was determined according to the equation (1). When the shape of an object resembles a circle, the value of shape coefficient approaches k + ∞, when the shape of an object resembles a line, the shape coefficient value approaches k - ∞. A basic property of the Legendre ellipse is that its area is the same as that of the object analysed. a: length of the major half axis (1) b: length of the secondary half axis ln: hyperbolic logarithm. a6+ b6 tab = -ln -2 a3b3 ( ) The size of fat globules was determined as a value obtained by measuring their area. Student’s t-test at a significance level of α= 0.01 was used to evaluate whether there were any statistically significant differences in the shape and size of fat globules between the samples of non-sterilized processed cheeses and sterilized processed cheese. In order to simplify the situation, we anticipated normal distribution of shape coefficient ta,b values. For comparison, the non-parametric Wilcoxon test (Agresti 1987) was used to assesses whether differences in the shape and size of fat globules between the samples of non-sterilized processed cheese and sterilized processed cheese were significant or not. The change in fat globule size distribution was also evaluated by calculating percentages of small objects before and after the heat treatment. The Microsoft EXCEL software was used to perform the calculations. Results Table 1 gives basic results found by image analysis of samples. For each sample, the same number of pictures (16) was analysed and total image area was the same for all the samples, too. Table 2 presents general results of shape evaluation of different groups of processed cheeses. The statistical analysis (Student’s t-test) results show (A = 0.01) that sterilization of processed cheese does not cause unequivocal changes in the shape of fat globules. Due to the sterilization treatment, in groups I and IV the values of the shape coefficient decreased, in group III the shape coefficient values increased, and in group II the shape coefficient was not influenced by the sterilization treatment used. 422 Table 1. Summarized results of the examinations Group I II III IV NSNSNSNS Parameter No. of pictures 16 Globule area ∑mm20. 73 1.16 0.72 0.55 1.75 2.21 4.64 0.59 Smallest globule µm210.5 36.7 10.5 10.5 10.5 10.5 12.2 10.5 Largest globule µm28070.9 27936.4 17446.8 3104.3 8657.0 42677.2 2320.8 13504.8 Globule count 1671 2179 1875 1515 3564 3353 2288 2193 Table 2. Values of shape coefficient t ab for the non-sterilized and sterilized processed cheeses of the four groups under investigation (mean, S.D.) Processed Processed Shape coefficient t ab No. of fat globules cheese group cheese type Mean S.D. measured INon-sterilized 1.54 1.62 1671 Sterilized 0.71 1.64 2179 II Non-sterilized 1.06 1.73 1875 Sterilized 0.97 1.70 1515 III Non-sterilized 1.14 1.64 3564 Sterilized 1.39 1.67 3353 IV Non-sterilized 1.03 1.53 2288 Sterilized 0.67 1.78 2193 N: non-sterilized, S: sterilized 423 Table 3 gives mean values and standard deviations (S.D.) of the fat globule area in individual samples. In the three groups (I, III and IV) of non-sterilized processed cheeses, mean values of fat globule area were significantly lower than mean values in sterilized processed cheeses (p< 0.01), which means that in nonsterilized processed cheeses an average size (assessed by area) of fat globules is lower than in sterilized processed cheeses. Only in group II, no significant differences were found. The statistical analysis based on the non-parametric Wilcoxon test gave similar results at the same significance level (p< 0.01). In order to find whether further heat sterilization treatment brought up changes in fat globule size (area) distribution in processed cheese samples, we used a comparison of percent occurrence of small fat globules in individual samples. We regarded as small fat globules those objects that did not exceed 500 or 100 µm2in area. The data are summarized in Table 4. Fat globule counts were always ascertained for the same area, therefore total fat globule counts in samples with different heat treatments (N and S) could be compared. In the sterilized samples (S), relative counts (%) were always decreased. Discussion Developing computer technologies have spread throughout people’s lives and are used in most fields of scientific research. At present, the importance and interest in the use of computer controlled image analysis is growing because it facilitates obtaining quantitative characteristics from images and their objective explanation. Computerized image analysis Table 3. Mean fat globule area for the non-sterilized and sterilized processed cheeses of the four groups under investigation (mean, S.D.) Processed Processed Fat globule area (µm2)No. of fat globules cheese group cheese type Mean S.D. measured INon-sterilized 435.79 604.29 1671 Sterilized 530.59 1139.58 2179 II Non-sterilized 386.61 680.99 1875 Sterilized 360.44 369.77 1515 III Non-sterilized 491.43 536.51 3564 Sterilized 660.19 1649.48 3353 IV Non-sterilized 202.92 647.38 2288 Sterilized 270.17 533.99 2193 Table 4. Comparison of samples – distribution and size of fat globules in the samples Samples Total Up to 100 µm2Up to 500 µm2 No. of globules % No. of globules % IN1671 224 13.41 1251 74.91 S 2179 102 4.68 1588 72.91 II N 1875 580 30.95 1457 77.75 S 1515 299 19.75 1168 77.15 III N 3564 107 3.00 2463 69.13 S 3353 260 7.76 2013 60.05 IV N 2288 705 30.83 2165 94.67 S 2193 393 17.93 1919 87.55 N: non-sterilized, S: sterilized is a non-destructive method that allows repeated measurements. The advantages include promptness, accuracy and easy sample preparation (Zikmundová 1996). Final structure of processed cheese is influenced by several factors such as the fat content, pH (Marchesseau et al. 1997), the method of mechanical processing (Klostermeyer and Buchheim 1988) and the emulsifying agents used (Sutheerawattananonda et al. 1997). In this study, each group included samples of the same chemical composition prepared in the same manner (within each group, the melted mass from one batch was divided into two parts). We therefore assume that heat treatment affects the shape of fat particles in processed cheese, however, an unequivocal conclusion regarding a direction of fat globule deformation cannot be drawn. The size of fat globules in milk is affected by a number of intravital factors. The size of fat particles in milk products depends on technological processing variables and the ingredients used. For instance, Bowland and Foegeding (2001) and Awad et al. (2002) studied the size of fat globules. The size of fat particles was usually assessed depending on some indices of technological process (pH, revolutions per minute, emulsifying agents used) or put in the context of rheological properties of processed cheeses. The basis for determining the size is not always the same: some researchers measured the area and even the diameter of fat globules (Bowland and Foegeding 2001), others the diameter only (Sutheerawattananonda et al. 1997). In all the samples we investigated, fat globules were divided into groups according to their size. Table 4 shows that there was a higher proportion of small globules (up to 100 µm2) in the non-sterilized samples, and due to sterilization, a proportion of large fat globules increased. During the sterilization treatment of processed cheese, small fat globules probably merge, resulting in a decrease in their counts and an increase in the area of individual objects. The statistical analyses showed that in the processed cheese samples under investigation changes in fat globule shape occurred due to heat sterilization. Nevertheless, the data obtained did not unequivocally imply the trend of change in the fat globule shape. However, the heat treatment influenced the size of fat globules. By comparing samples subjected to different heat treatments we found out that after sterilization there were lower counts of small fat globules, which concurrently lead to higher counts of larger fat globules. Therefore, it can be assumed that during further heat treatment of processed cheese the small particles probably merge, thereby increasing their area. The above-described procedure, based on the computer analysis of microscope images can be used to examine other foods. Vliv sterilace na velikost a tvar tukov˘ch kuliãek v modelov˘ch taven˘ch s˘rech Modelové vzorky s˘rÛ ze 4 nezávisl˘ch v˘rob byly po procesu tavení a uzavfiení do obalÛ následnû o‰etfieny sterilaãním záhfievem (117 oC po dobu 20 minut) s cílem prodlouÏit dobu jejich trvanlivosti. Cílem práce byla aplikace metody obrazové anal˘zy na posouzení zmûny velikosti a tvaru tukov˘ch kuliãek vlivem sterilaãního záhfievu. Souãástí práce byl také v˘bûr vhodného postupu pro pfiípravu mikroskopick˘ch preparátÛ, zhotovení mikrofotografií a ‰ablony pro automatické zpracování snímkÛ obrazov˘m analyzátorem, zji‰tûní parametrÛ pro urãení velikosti a tvaru tukov˘ch kuliãek a statistické zpracování v˘sledkÛ. Na základû provedeného experimentu lze dojít k názoru, Ïe zmûna tvaru tukov˘ch kuliãek v dÛsledku sterilaãního záhfievu není jednoznaãná. Na druhou stranu bylo zji‰tûno, Ïe vlivem termosterilaãního o‰etfiení (117 oC po dobu 20 minut) se velikost tukov˘ch kuliãek signifikantnû zv˘‰ila (p < 0,01), coÏ bylo doprovázeno sníÏením podílu men‰ích tukov˘ch kuliãek (do 500 µm2, resp. do 100 µm2) ve vzorcích sterilovan˘ch taven˘ch s˘rÛ. Z v˘sled424 kÛ rovnûÏ vypl˘vá, Ïe metoda anal˘zy obrazu je plnû vyuÏitelná pfii posuzování vlivu technologického procesu na jakost taven˘ch s˘rÛ. Acknowledgments The present study was supported by the Ministry of Education, Youth and Sports, the Research Project No. 6215712402 (Veterinary aspects of food safety and quality). References AGRESTI A 1984 Analysis of ordinal categorical data. John Wiley & Sons, Inc.USA, 287 p. AWAD RA, ABDEL-HAMID LB, EL-SHABRAWY SA, SINGH RK 2002: Texture and microstructure of block type processed cheese with formulated emulsifying salt mixtures. Lebensm - Wissensch Technol 35: 54-61 BIJKER PGH, KOOLMEES PA, van LOGTESTIJN JG 1983 Tissue composition of mechanically deboned pork (MDP). Meat Sci 9: 257269 BOWLAND EL, FOEGEDING EA 2001 Small strain oscillatory shear and microstructural analysis of a model processed cheese. JDairy Sci 84: 2372-2380 BYLUND G 1995: Dairy Processing Handbook. Lund: Tetra Pak Processing Systems, 436 p. CACCAMO M, MELILLI C, BARBANO D M, PORTELLI G, MARINO G, LICITRA G 2004: Measurement of gas holes and mechanical openness in cheese by image analysis. J Dairy Sci 87: 739-748 CARIå M, KALÁB M 1997: Processed cheese products. In Fox, P.F. (Ed.) Cheese: Chemistry, Physics and Microbiology. Volume 2. Major Cheese Groups, 2. ed. Elsevier Applied Science, London and New York, pp. 467-505 GUINEE TP 2003 Pasteurized processed cheese products. In Roginski, H., Fuquay, J.W., Fox, P.F. (Eds) Encyclopedia of Dairy Science, Volume 1. London: Elsevier Science, pp. 411-418 HEERTJE I, LEUNIS M 1997 Measurement of shape and size of fat crystals by electron microscopy. Lebensm - Wissensch Technol 30: 141-146 HILDEBRANDT G, HIRST L 1985 Determination of the collagen, elastin and bone content in meat products using television image analysis. J Food Sci 50: 568-570 HOLCOMB DN, PECHAK DG, CHAKRABATI S, OPSAHL A 1992: Visualizing textural changes in dairy products by image analysis. Food Technol 46: 122-127 KLOSTERMEYER H, BUCHHEIM, W 1988: Die Mikrostruktur von Schmelzkäseerzeugnissen. Kieler Milchwirtschaftliche Forschungsberichte 40: 219-231 MAFART P, COUVERT O, LEGUÉRINEL I 2001: Effect of pH on the heat resistance of spores. Comparison of two models. Int J Food Microbiol 63: 51-56 MARCHESSEAU S, GASTALDI E, LAGAUDE A, CUQ J 1997: Influence of pH on protein interactions and microstructure of process cheese. J Dairy Sci 80: 1483-1489 PALKA K, DAUN H 1999 Changes in texture, cooking losses and myofibrilar structure of bovine M. semitendinosus during heating. Meat Sci 51: 237-243 RAVAL DM, MISTRY VV 1999: Application of ultrafiltered sweet buttermilk in the manufacture of reduced fat process cheese. J Dairy Sci 82: 2334-2343 SUTHEERAWATTANANONDA M, FULCHER RG, MARTIN FB, BASTIAN ED 1997 Fluorescence image analysis of process cheese manufactured with trisodium citrate and sodium chloride. J Dairy Sci 80: 620-627 STANDARDISATION AGREEMENT (STANAG) 2937 2001: Survival, Emergency and Individual Combat Ration - Nutritional Values and Packaging. 3. ed. Brussels: NATO/MAS TREMLOVÁ B, ·TARHA P 2002: Histometric evaluation of meat products - determination of size and number of objects. Czech J Food Sci 20: 175-180 YOON WB, McCARTHY KL 2003: Flow behavior of processed chesee melts. J Food Process Engineering 26: 559-576 WANG HH, SUN DW 2002 Melting characteristic of cheese: analysis of effects of cooking conditions using computer vision technology. J Food Engineering 51: 305-310 WANG HH, SUN DW 2003: Assessment of cheese browning affected by baking conditions using computer vision. JFood Engineering 56: 339-345 ZIKMUNDOVÁ M 1996: The use of image analysis for food quality evaluation. Master Thesis. Institute of Chemical Technology, Prague, 98 p. (in Czech) 425 Plate V Tremlová B. et al.: The Effect of Sterilization ... pp. 419-426 Fig. 1. Fat globules stained with Oil Red.