Flavour profiling of apple vermouth using descriptive analysis technique
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1 Natural Product Radiance, Vol. 8(4), 2009, pp Research Paper Introduction Aperitif wines known as Vermouth, compounded from grape wines by adding mixture of herbs and spices or their extract, are quite popular in European countries and USA and are produced commercially in USSR and Flavour profiling of apple vermouth using descriptive analysis technique V K Joshi and D K Sandhu 1 * Department of Postharvest Technology Dr. Y S Parmar University of Horticulture and Forestry, Nauni, Solan , Himachal Pradesh, India 1 Department of Microbiology, Guru Nanak Dev University of Amritsar, Punjab, India *Correspondent author, [email protected] Received 15 April 2009; Accepted 27 June 2009 Abstract Flavour profiling of apple vermouth of different treatments has been evaluated by descriptive analysis. A set of 45 different attributes were used in the experiment. The list of descriptors, concentration of standards and the details of technique has also been described. Based on the flavour profiling, the principal component analysis (PCA) separated the vermouths into groups having vermouths with less than or more than 15% alcohol. PCA was applied to the means of flavour scores generated from flavour profiling. All attributes analyzed across 12 vermouths and the eigen analysis showed that the data were three dimensional. The I st 3 PCs accounted for the highest variation, with 62.5, 16.5 and 5.6% out of total of 84.5% variation. The PCA has successfully separated the vermouths with 18% alcohol from 12 or 15% alcohol showing the differences in flavour profile of these products due to ethanol content. The I st PC was defined by astringency, ethyl alcohol, phenolic, amyl alcohol, like plum, grape, apple, apricot, cucumbers, black currant, berry, rose, acetic acid, synthetic, green/unripe, salty, lactic, sulphury and spicy while ethyl acetate, SO 2, allspice, musty, cabbage, earthy, sweaty, vinegary, citrus and raisin defined weakly this component. The 2 nd PC was defined by acetaldehyde, caramel, sour, fatty acid, rubbery and bitter while metallic taste, sharp, mushroom and yeasty flavours contributed weakly to the 2 nd PC. The vermouth of group 1 and 3-9 have been separated from others, based on their richness in apple like, plum like, amyl alcohol, apricot like, ethyl acetate, astringency and phenolic descriptors while these wines were not intense for citrus like, grape like, lactic, cucumbers, black currant, berry like, green/ unripe, salty, soapy, sulphury and vinegary descriptors. Vermouth of defined by 2 nd PC with flavour tones of acetaldehyde and caramel correlated highly with this PC while these were related weakly with sour, fatty acid, bitter, rubbery and these attributes have been highly related with vermouth of treatment 12. The sugar concentration must have affected other parameters important in sensory qualities such as bitterness. It is concluded that the descriptors described here can characterize apple vermouth of different quality attribute. Descriptive analysis along with PCA could be used for characterizing the product with respect to flavour and as a tool for further improvement in the quality of the product. Keywords: Flavour profiling, Descriptive analysis, Sensory analysis, Apple vermouth, Principal component analysis. IPC code; Int. cl. 8 C12G 1/00 Poland 1-4. A new product Mango- Vermouth with a suitable recipe has been developed with high acceptability 5. Joshi et al 6 prepared plum vermouth of commercial acceptability and found that addition of spices/herbal extract increased the total phenols, aldehyde and ester contents 6. Sweet vermouth with 15% ethanol was found to be the best product. Method of preparation, physicochemical characteristics and qualities of the apple vermouth has also been reported 7. Flavour of the products like wine is of utmost significance and is one of the quality parameter of its evaluation. The flavour can be evaluated by chemical and sensory evaluation methods. Descriptive methods of sensory evaluation are applied frequently to determine the acceptability of this important quality aspect of alcoholic beverages. To analyse flavour profile, the technique of descriptive analysis has been applied to a variety of beverages, including wine cider and apple wine and beer Wu et al evaluated 86 descriptors used to characterize the wine and found 33 having the greatest meanings 13. Similarly, 27 descriptors have been used for red wine and 6 for white wine evaluation. Williams has reviewed the various components of the wines that contributed to the flavour such as cultivars of grapes, the condition of fruit, fermentation and post-fermentation treatments 10. Apple juice essence had been described by a panel using 18 terms, including pungent, grass-like, pomace like, solvent like, floral, etherish, almond like, cooked apple like, alcoholic, fusel oil like, heavy, rancid, oily, soapy, stuffy Vol 8(4) July-August
2 and rotten Sourness and astringency, syrupiness and body, mustiness aroma, fruitiness, lightness and sweetness were the descriptors which differentiated the sensory qualities of apple juice aroma in different cultivars 17. The data from flavour profile techniques could be subjected to the analysis by multivariate analysis such as Principal Component Analysis (PCA) and the wines could easily be grouped that enables to analyze observed values of a set of continuous variables for a set of experimental units in order to build new variables called PC, representing the direction of great variability. The PCA gives the pictorial representation. Techniques used in flavour profiling of wines have also been reviewed 10. Noble and Shannon characterized Zinfandel wines by flavour profiling techniques 18. The PCA was successfully employed to determine the extent and significance of differences detected using descriptive analysis technique in the fermented apple wines using different sources of fermentation including natural source of fermentation and commercial wine yeasts 11. In this communication, application of the descriptive analytical techniques has been used to evaluate apple vermouth, prepared by using different treatments. Material and Methods The samples of apple vermouth of various treatments were prepared as reported earlier and briefly described here 7. Vermouths of 3 levels of alcohol (12, 15 and 18%) were prepared. Each alcohol level had either 4 or 8% sugar content. Different combinations of products were prepared having 2.5 or 5% spices extracts in each sugar and alcohol level. Spices and herbal extracts were 420 prepared in the similar manner as for plum and sand pear vermouth 6,19. The only difference was of the strength of spices extract prepared. It was made in the double strength than that made for plum and sand pear so that lower quantity of extract could be used and effect of dilution is eliminated. Flavour profiling For flavour profiling of product, Descriptive Analysis technique was followed as detailed earlier 20,21. The judges were asked to give appropriateness of different terms called as descriptors and give scores (1-9) depending upon the intensity of flavour tested, in comparison to the standard whose intensity was rated to be the highest with score of 9. Standards for each descriptor were provided to the judges. Procedure of selection of judges, terms selection, determining significance, analysis of variances were the same as described earlier. A list of 45 descriptors used and the standards made available is given in Table 1. Discussion during these evaluations was allowed in the familiarizing session only. Table 1: List of descriptors, standards and summary of analysis of variance* of apple wines fermented by various fermentation sources No. Descriptor Standard Mean 1. Sharp Acetic acid (1%) Vinegary Vinegar (25 time diluted) Acetic Acetic acid (15 µl/100ml) Lactic Sauerkraut liquid (few ml) SO 2 KMS (0.5% soln) Acetaldehyde Acetaldehyde (100 µl/100ml) Ethyl alcohol Ethyl alcohol (8%) Amyl alcoholic 75ml/100ml or amyl alcohol Ethyl acetate 10 µl/100 ml of ethyl acetate Fusel alcoholic 10 µl/100 ml of methyl propanol Black currant Black currant jam Berry like Strawberry essence Plum like Plum pulp Apple like Apple juice concentrate diluted (1:6) Grape like A few fruits of grape Citrus like A few pieces of orange peel Apricot like Apricot flavour Green/unripe Green grass/green olives Cucumber like A piece of fresh cucumber Vegetable like A few pieces of cabbage Rose like Petal of rose 2.58 Natural Product Radiance
3 No. Descriptor Standard Mean 22. Metallic Sodium carbonate (1% soln) Musty A wooden cork Earthy 0.5% Bentonite in 10ml water Spicy (black pepper) Pieces of black pepper Allspicy Mixture of spices (25 times diluted) Spicy/clove A few pieces of cloves Synthetic Vanilla flavour (25 times diluted ) Caramel Heated 65% sugar solution Sweety Sugar solution (1%) Burnt Burnt sugar Raisin Few pieces of raisin Yeasty Fermented must (1 g sediment) Lactic Curd Mushroom Few pieces of mushroom Sulphury One hard boiled egg Cabbage Few pieces of cabbage Rubbery Rubber piece boiled in water Astringent Few pieces of Aonla Phenolic 100mg/1 soln. of tannic acid Sour 0.8% soln. of citric acid Fatty Fat (butter) oxidized Bitter Tea leaves extract Salty 1% common salt solution Soapy 5g block of unperfumed soap 1.95 Statistical analysis of data Depending upon the requirement of the experiments, the statistical analysis of the data was carried out. The mean scores of the treatments were plotted as spider-web diagram to compare the differences between all the treatments of vermouth. The data of flavour was first assessed by the analysis of variance (RBD) as per standard practices used for the analysis of this type of data 11. Principal Component Analysis (PCA) was performed on the correlation matrix generated from means of sensory qualities of apple vermouth. The means were used for analysis by principal component as per instructions given for this computer package, PCA.BAS. Various descriptors, treatments and the scores constituted the data 22. The output was obtained in the form of principal components (first three), correlation coefficients, matrix and eigen-vectors. The analysis was performed without rotation. The interpretation of data from PCA was made by plotting Principal Components 1 vs 2 or 1 vs 3 and attributes loading as vectors along with treatments, simultaneously. Results and Discussion The mean results (Table 1) of flavour descriptor show that overall there were only a few descriptors like sulphur dioxide, ethyl alcohol, plum like, spicy (Black pepper), all spicy, spice like (colour), sweety, astringency, sour and bitter whose score were more than 3 and can be perceived and detected strongly compared to the standards. Most of others like sharp, acetic, lactic, acetaldehyde, amyl alcohol, ethyl acetate, fusel alcoholic, black current, apple, grape, apricot, rose like, musty, synthetic, caramel, burnt, yeasty, lactic acid, sulphury, rubbery and phenolics were detectable. Remaining descriptors were either on the threshold of detection or just perceivable. These flavour descriptors and their strength in the vermouths is understandable as vermouth is a fortified wine and flavouring is done with spices and herbal extract. The just detectable level of these flavour attributes might be the consequence of dominance of other flavour notes described earlier. Spider web diagram (Fig.1) has shown characteristics differences between various treatments. The flavour differences between the treatments were quite contrasting for the bitter, sour, phenolics, astringency, sweety, sharp, ethyl alcohol and plum like. The results also characterize the manor flavour characteristics of vermouth of different treatments like vermouth having 12% alcohol was less bitter, more astringency, more sweety, higher plum lido, more ethyl alcoholic, lesser sour, regent low phenolics less sulphur dioxide, flavour aspects related with spices attributes have been merged into one. The different attributes related with fruity aspects though detectable were Vol 8(4) July-August
4 Mushroom Rubbery Cabbage Sulphury Lactic Yeasty Raisin Burnt Phenolic Astringent Sweety Caramel Salty Soapy Bitter Fatty Sour Synthetic Spicy/clive All spicy Spicy-blackpepperEarthy Sharp Vinegary Acetic Lactic SO2 Acetaldehyde Ethylalcohol Amylalcoholic Ethylacetate Fusel alcoholic Black current Berry like Plum like Apple like Grape like Citrus like Apricot like Green/unripe Cucmber like Vegetable like Rose like Musty Metallic 12% alcohol 4% sugar 2.5% sp 12% alcohol 4% sugar 5% sp 12% alcohol 8% sugar 2.5% sp 12% alcohol 8% sugar 5% sp 15% alcohol 4% sugar 2.5% sp 15% alcohol 4% sugar 5% sp 15% alcohol 8% sugar 2.5% sp 15% alcohol 8% sugar 5% sp 18% alcohol 4% sugar 2.5% sp 18% alcohol 4% sugar 5% sp 18% alcohol 8% sugar 2.5% sp 18% alcohol 8% sugar 5% sp Fig.1: Spider web diagram of apple vermouth of different treatments clearly dominated by the notes like sour, both astringent spicy imparted by the spices and herbal extract. Flavour profiling of apple wine reported earlier show that overall there were no significant differences between the treatments for the terms, viz. berry like, earthy, spicy/clove and sulphury 11. The judges scored all the attributes significant except for the terms sharp, lactic, berry like, earthy, burnt and sulphury. All the descriptors except for acetaldehyde, berry, apple and vegetable like, sulphury, cabbage and soapy were significant for apple wines of various treatments. The PCA of the flavour profiling data of apple vermouth using sets of 422 different attributes was carried out. The attributes were plotted as vectors and the wines of various treatments simultaneously on the first two PC components. In one set, 45 attributes were analyzed across 12 vermouths and the eigen analysis (Table 2) showed that the data were three dimensional. The first three PCs accounted for the highest variation, with 62.5, 16.5 and 5.6% out of total of 84.5% variation that could be accounted for. As per the Kaiser criterion, the first two PCs were the most important and therefore, the interpretation shall be limited to these PCs only. A plan projection of PC-1 against PC-2 of vermouths of various treatments without plotting attributes is shown in Fig. 2. It is clear that PCA has successfully separated the vermouths with 18 % alcohol from 12 or 15 % alcohol and the differences in flavour profile of these products. It is also evident from Fig. 3 that the PC-1 was defined by astringency, ethyl alcohol, phenolic, amyl alcohol, berry, plum, apple and apricot like, acetic acid, synthetic, green/unripe, like cucumbers, black currant, salty, lactic, sulphury and spicy while ethyl acetate, SO 2, rose like, allspice, musty, cabbage, earthy, sweaty, vinegary, citrus, grape like and raisin defined weakly this component. The PC-2 was defined by acetaldehyde, caramel, sour, fatty acid, rubbery and bitter while Natural Product Radiance
5 0.50 Table 2: Principal Components Analysis output of flavour profiling data of apple vermouth using 45 attributes PRINCIPAL COMPONENT Eigen Per cent of Accumulated values trace % of trace PRINCIPAL COMPONENT-1 Fig.2: Plane projection of flavour profiling of apple vermouth as defined by two principal components based upon 45 attributes (1. 12%Eth+4%Sug+2.5%Sp. Ext., 2. 12%Eth+4%Sug+5%Sp. Ext., 3. 12%Eth+8%Sug+2.5%Sp. Ext., 4. 12%Eth+8%Sug+5%Sp. Ext., 5. 15%Eth+4%Sug+2.5%Sp. Ext., 6. 15%Eth+4%Sug+5.0%Sp. Ext., 7. 15%Eth+8%Sug+2.5%Sp. Ext., 8. 15%Eth+8%Sug+5.0%Sp. Ext., 9. 18%Eth+4%Sug+2.5%Sp. Ext., %Eth+4%Sug+5%Sp. Ext., %Eth+8%Sug+2.5%Sp. Ext., %Eth+8%Sug+5%Sp. Ext.). Eth =Ethanol, Sug =Sugar, Sp Ext=Spices Extract. metallic taste, sharp, mushroom and yeasty flavours contributed weakly to the PC-2. It is also clear that vermouth of group 1, & 3-9 have been separated from others, based upon their richness in apple, plum and apricot like, amyl alcohol, ethyl acetate, astringency and phenolic descriptors while these wines were not intense for citrus and grape like, lactic, cucumbers, black currant, berry like, green/unripe, salty, soapy, sulphury and vinegary descriptors. Vermouth of 10 to 12, defined by PC-2 with flavour tones of acetaldehyde and caramel correlated highly with this PC while these were related weakly with sour, fatty acid, bitter, rubbery and these attributes have been highly related with vermouth of treatment 12. The caramel like flavour tones of wine could probably be due to more sugar content and less acidity. According to Wijeyaratna et al 23 cloves, cinnamon, ingurupiyali, ginger, cardamom, nutmeg and mace improved the flavour, but cinnamon, cloves and cardamom provided the most preferred flavour contribution individually as well in pairs of aqueous ethanol (15%). Some interaction between three parameters, viz. alcohol levels, spices Vol 8(4) July-August
6 CARAMEL ACETALDEHYDE PHENOLIC PRINCIPAL COMPONENT CUCUMBERS LACTIC GREEN SOAPY SYNTHETIC BURNT VINEGARY SALTY SPICY CITRUS GRAPES ROSE FUSEL MUSTY YEAST RUBBERY ETHYL ACETATE METALLIC SO 2 APPLE APRICOT FATTY BITTER SOUR AMYL ALCOHOL PLUM ETHYL ALCOHOL ASTRINGENCY SWEETY PRINCIPAL COMPONENT-1 Fig.3: Projection of flavour profiling data of apple vermouth of various treatments in planes defined by principal components 1 and 2 (Numbers in circles represent the treatment code) (1. 12%Eth+4%Sug+2.5%Sp. Ext., 2. 12%Eth+4%Sug+5%Sp. Ext., 3. 12%Eth+8%Sug+2.5%Sp. Ext., 4. 12%Eth+8%Sug+5%Sp. Ext., 5. 15%Eth+4%Sug+2.5%Sp. Ext., 6. 15%Eth+4%Sug+5.0%Sp. Ext., 7. 15%Eth+8%Sug+2.5%Sp. Ext., 8. 15%Eth+8%Sug+5.0%Sp. Ext., 9. 18%Eth+4%Sug+2.5%Sp. Ext., %Eth+4%Sug+5%SP. Ext., %Eth+8%Sug+2.5%Sp. Ext., %Eth+8%Sug+5%Sp. Ext.) extract and sugar level was also observed as grouping along these lines did not take place clearly. The sugar concentration must have affected other parameters important in sensory qualities such as bitterness as demonstrated in earlier studies Similarly, increase in viscosity in product 424 with 8% sugar and a decrease in perceived bitterness of vermouth must have taken place as observed earlier 27. Petrova et al developed a bitter aperitif wine, with 21% alcohol, sugar g/l and an infusion of bitter herbs such as centaury [Erythraea centaurium (Linn.) Borkh.] and coriander (Coriandrum sativum Linn.), rosemary (Rosamarinus officinalis Linn.) and nutmeg (Myristica fragrans Houtt.) infused in 50% alcohol and water solution for 2-3 days at a ratio of 73, 12, 2 and 3%, respectively, having Natural Product Radiance
7 characteristic bitter odour and flavour which could be used in the cocktails or with carbonated water 28. Conclusion Based on the flavour profiling using 45 attributes, the PCA separated the vermouths into groups having less than or more than 15% per cent alcohol. One of the groups was characterized by the intensity of apple, plum, amylalcohal, apricot, ethyl acetate, astringency and phenolic flavours. The other group had more acetaldehyde, sour, fatty acid, bitter, rubbery and caramel flavour tones. The flavour profiling of apple vermouth could throw quite useful information on the quality of wine in itself and in conjunction with chemical characteristics. References 1. Pilon JF, Production of Vermouth, Am J Enol Vitic, 1954, 5, Jarczyk A and Wzorek W, Fruit and Honey Wines, In: Alcoholic Beverages, AH, Rose (ed), Academic Press, London, 1977, pp Amerine MA, Berg HW, Kunkee RE, Ough CS, Singleton VL and Webb AD, The Technology of Wine Making, 4 th ed, AVI Publishing Company, INC, Westport, Connecticut, Joshi VK, Sandhu DK and Thakur NS, Fruit based alcoholic beverages, In: Biotechnology, Food Fermentation, Vol II, VK Joshi and Ashok Pandey (eds.), Educational Publishers and Distributors, New Delhi, 1999, pp Onkarayya H, Mango vermouth A new alcoholic beverage, Indian Food Packer 1985, 39(1), Joshi VK, Attri BL and Mahajan BVC, Production and Evaluation of vermouth from plum fruits, J Food Sci Technol, 1991, 28, Joshi VK and Sandhi DK, Influence of Ethanol Concentration, Addition of Spices Extract and Level of Sweetness on Physico-chemical Characteristics and Sensory Quality of Apple Vermouth, Brazillian Arch Biol Technol, 2000, 43(5), Williams AA, The development of vocabulary and profile and profile assessment method for evaluating the flavour contribution of cider and perry aroma constituents, J Sci Food Agric, 1975, 26, Williams JT, Ough CS and Berg HW, White wine composition and quality as influenced by method of must clarification, Am J Enol Vitic, 1978, 29, Williams AA, Recent development in the field of wine flavour research, J Inst Brew, 1982, 88, Joshi VK, Sandhu DK, Thakur NS and Walia RK, Effect of different sources of fermentation on flavour profile of apple wines by Descriptive Analysis, Acta Aliment, 2002, 31(3), Clapperton JF and Piggot JR, Flavour characterization by trained and untrained assessors, J Inst Brew, 1978, 84, Wu SL, Bargmann RE and Powers JJ, Factors Analysis applied to the wine descriptors, J Food Sci, 1977, 42, Durr P, Development of an odour profile to describe apple juice essences, Lebensm Wiss Technol, 1979, 12, Sydow EV, Moskowitz HJ and Meiselman T, Odour taste interaction in fruit juices, Lebensm Wiss Technol, 1974, 7, Moskowitz HR, Computer derived perceptual maps of flavours, J Food Sci, 1975, 40, McLellan MR, Lind LR and Kume RW, Sensory descriptors for processed apple products, In: Processed apple: Research Report 1983, p. 12, N.Y. State Agric Exp Stn Seoc Rep, 1983, Noble AC and Shannon M, Comparison of sensory properties and chemical composition of Zinfandel Wines, In: Proceedings of 6 th Australian Wine Industry Technology, Congress, Terry Lee (ed), held on July 1986 at Adelaid, South Australia, 1986, pp Attri BL, Lal BB and Joshi VK, Preparation and evaluation of Sand Pear vermouth, J Food Sci Technol, 1993, 30(6), Piggot JR, Sensory Analysis of Foods, 2 nd edn, Elsevier Applied Science, London & New York, Joshi VK, Sensory Science: Principles and Applications in Evaluation of Food, Agro-Tech Publishers, Udaipur, 2006, pp Ludwig AJ and Reynolds JF, Statistical Ecology A primer on methods and computing, John Wiley & Sons, New York, 1988, pp Wijayratna SU, Samerajeewa U and Thattil RO, Sensory contribution from extracts of botanicals to distilled alcoholic beverages, J Nat Sci Counc Sri Lanka, 1989, 17(1), Pangborn RM, Trabu IM and Szczesiak AM, Effect of hydrocolloids on oral viscosity and basic taste intensities, J Text Stud, 1973, 4, Birch GG, Cowell ND and Young RH, Structural basis of interaction between sweetness and bitterness in sugars, J Sci Food Agric, 1972, 23, Guadagani DG, Maier VP and Turnbaugh JH, Some factors affecting sensory thresholds and relative bitterness of limonin and naringnin, J Sci Food Agric, 1974, 25, Burns DJW and Noble AC, Evaluation of the separate contribution of viscosity and sweetness of sucrose to perceived viscosity, sweetness and bitterness of vermouth, J Text Studies, 1985, 16, Petrova TS, Andonova G and Spirov N, Albtross bitter aperitif, Khanit Promishl, 1991, 40, Vol 8(4) July-August
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