Título/s: | Technical note : determination of acidity in whole raw milk. Comparison of results obtained by two different analytical methods |
Fuente: | Journal of Dairy Science, 89 |
Autor/es: | Fabro, M. A.; Milanesio, H. V.; Robert, L. M.; Speranza, J. L.; Murphy, M.; Rodríguez, G.; Castañeda, R. |
Editor: | |
Palabras clave: | Acidez; Leche entera; Leche cruda; Métodos de análisis; Metodología |
Idioma: | eng |
Fecha: | 2006 |
Ver+/- J. Dairy Sci. 89:859–861
American Dairy Science Association, 2006. Technical Note: Determination of Acidity in Whole Raw Milk: Comparison of Results Obtained by Two Different Analytical Methods M. A. Fabro,*1 H. V. Milanesio,* L. M. Robert,* J. L. Speranza,* M. Murphy,† G. Rodrı´guez,† and R. Castan˜eda† *Divisio´n Rafaela, Centro de Investigaciones Tecnolo´gicas de la Industria La´ctea, Instituto Nacional de Tecnologı´a Industrial, Rafaela, 2300, Argentina †Divisio´n Miguelete, Centro de Investigaciones Tecnolo´gicas de la Industria La´ctea, Instituto Nacional de Tecnologı´a Industrial, General Paz and Alvarellos, San Martı´n, Buenos Aires, Argentina ABSTRACT In Argentina, one analytical method is usually car- ried out to determine acidity in whole raw milk: the Instituto Nacional de Racionalizacio´n de Materiales standard (no. 14005), based on the Dornic method of French origin. In a national and international regula- tion, the Association of Official Analytical Chemists In- ternational method (no. 947.05) is proposed as the stan- dard method of analysis. Although these methods have the same foundation, there is no evidence that results obtained using the 2 methods are equivalent. The pres- ence of some trends and discordant data lead us to perform a statistical study to verify the equivalency of the obtained results. We analyzed 266 samples and the existence of significant differences between the results obtained by both methods was determined. Key words: acidity, milk, methodology INTRODUCTION What is usually known as milk acidity is the result of titration (Alais, 1971). Titratable acidity is the capac- ity of combination with a base (Goded y Mur, 1966). The measurement principle is unique, and is based on adding, to a given volume of milk, the necessary volume of alkaline solution (sodium hydroxide) of an exact con- centration until the neutralization point is reached, which is determined by the presence of an indicator, generally phenolphthalein, which turns from colorless to pink at pH 8.4. Although the measurement principle is the same, there are variations among methods. Goded y Mur (1966) differentiated the official methods of several countries according to the concentration of the alkaline solution, the milk volume to titrate, and the concentra- tion of phenolphthalein. In addition to methodological Received June 27, 2005. Accepted August 29, 2005. 1Corresponding author: mfabro@inti.gov.ar 859 variations, there are different units in which to express the obtained results: Dornic degree (°D), Soxhlet- Henkel degrees (SH), and Thorner degrees. These variations can cause possible incongruities in the results obtained by one or other technique in the same milk sample. Alais (1971) states that, although the acidity measurement is simple to conduct, there are several sources of error, including the amount of indicator and the determination of the end-point of the titration. Goded y Mur (1966) indicated as possible sources of error the indicator selected and its concentra- tion, the alkaline solution selected and its concentra- tion, the titration speed, the working temperature, and the milk dilution. In the dairy laboratories of Argentina, determination of milk acidity is usually made using the method of Instituto Nacional de Racionalizacio´n de Materiales (IRAM) standard 14005 (IRAM, 1976) because it is the national standard method and it is somewhat faster to perform than the alternative technique, method 947.05 of the Association of Official Analytical Chemists (AOAC, 1990). Both methods are based upon the same principle but there are differences in the volume and dilution of the test sample and in the titration. The AOAC method (no. 947.05; AOAC, 1990) was established as a methodology of analysis for acidity in a regulation: SGT No. 3/REC No. 40/94 of Co´digo Alimentario Argentino Anexo Mercosur (Co´digo Ali- mentario Argentino, 2003). According to this methodol- ogy, certain values of acidity were established as toler- ated limits for normal milk. Many milk samples that were normal by the IRAM method were outside the tolerated limits when analyzed using the AOAC method. When comparing data among laboratories of different companies and different countries using one standard or another, some discordant data and trends began to appear. In the course of our research, we found out that these values of acidity were the normal limits fixed for milk under another standard, IRAM 14017, using the methodology of IRAM 14005 (IRAM, 1976). Although the different methods described above have the same foundation, there is no evidence that the re- FABRO ET AL.860
sults obtained are equivalent. This observation led us to perform a statistical study to verify the equivalency in the obtained results using different standards, which may help in the revision of the tolerated limits for each methodology. MATERIALS AND METHODS To determine if differences existed between the re- sults obtained by both methodologies, 266 samples were analyzed by both techniques in the laboratories of the Instituto Nacional de Tecnologı´a Industrial (Rafaela, Argentina) to enable a statistical analysis of the col- lected data. Sample Characteristics Our laboratory worked with 8 dairy companies lo- cated in the main milk production areas of Argentina to collect representative samples of Argentina’s milk production. Whole raw milk samples were selected, ho- mogeneously distributed by region and time over 4 mo of sampling. Sampling Procedure The sampling and delivery of the samples was carried out by the companies’ own transportation allowing the samples to be in the laboratory within 16 h after sam- pling. No preservative was used. The samples were maintained from the time of sampling until the time of analysis at temperatures between 2 and 10°C. Each sample was analyzed using both methods within 10 min. Analytical Methods AOAC Method. To 20 mL of milk sample was added 40 mL of boiled and cooled distilled water, and 2 mL of phenolphthalein (prepared at 1% in 95% ethanol). The mixture was titrated with standardized 0.1 M NaOH until the first color change (to pink) persisted for 30 s. One more drop of 0.1 M NaOH was added and the final volume of 0.1 M NaOH added was noted. IRAM14005 Method.To 10 mL of sample was added 3 drops of phenolphthalein solution (prepared at 2% in 96% ethanol). The mixture was titrated with standard- ized 0.111N NaOH until the first color change (to pink) persisted for 30 s. One more drop of 0.111N NaOH was added and the final volume of 0.111 N NaOH added was noted. The same formula was used for both methods to ex- press the results in equivalent format or units: Journal of Dairy Science Vol. 89 No. 3, 2006 Table 1. Results obtained for determination of titratable acidity in 256 milk samples using 2 methods. All values are expressed in milli- grams of lactic acid /100 mL of milk Method1 AOAC IRAM Difference Average 117.581132 149.664151 32.083019 Standard deviation 14.0266395 11.4140363 18.454079 1AOAC = Method 947.05, Association of Official Analytical Chem- ists (AOAC, 1990); IRAM = method 14005, Instituto de Racionaliza- cio´n de Materiales (IRAM, 1976). Lactic acid (mg)/100 mL of milk = (Vg × N × 90 × 100)/Vm where Vg = volume of NaOH solution added, N = concen- tration of sodium hydroxide standardized solution ex- pressed in Eq/L, 90 = equivalent weight of lactic acid, and Vm = volume of milk used for titration. Statistical Methods Two statistical tests to compare the methods were applied: pair comparison design and single-factor vari- ance analysis (Montgomery, 1991). RESULTS AND DISCUSSION A total of 566 analytical results were obtained from 266 samples; 265 samples were analyzed by both meth- ods and 1 sample was analyzed 18 times by both methods. Statistical Tests The pair comparison design was used to analyze the 530 results from 265 samples analyzed by both meth- ods, and the single-factor variance test was used for the results from 1 sample analyzed 18 times by both methods. Pair ComparisonDesign.To prove the Ho hypothe- sis: 1 = 2 is equivalent it was necessary to prove Ho: d = 0. The statistical test for those hypotheses was to. In this case, to = 28.301261 and t∝/2,n−1 = t0.025.264 = 1.960. As to > t∝/2,n−1, the average of the differences is not null; for a 95% confidence level (α = 0.05), there is a statistically significant difference between both meth- ods. Some parameters (in mg of lactic acid/100 mL of milk) of the obtained results from 256 samples analyzed using both methods are shown in Table 1. Variance Analysis. Table 2 shows the variance analysis of the 36 results obtained from analysis of 1 sample multiple times using both methods. With a 95% confidence level (α = 0.05), it is possible to say that the TECHNICAL NOTE: DETERMINATION OF ACIDITY IN RAW MILK 861
Table 2. Variance analysis of 36 determinations of titratable acidity (18 for each method) in 1 milk sample using 2 methods Method1 Acidity (yi; mg of lactic acid/100 mL of milk) Σyi Mean yi AOAC 111-112-110-110-110-112-110-110-111-112-111-112-111-112-112-110-110-111 1,997 110.94 IRAM 149-152-158-153-153-153-151-149-149-146-141-154-151-141-148-143-159-143 2,693 149.61 Mean Source of variation Sum of squares2 df square3 F0 = Mean Square Treatments Mean Square Experimental Treatments4 13,456.002 1 13,456.002 939 Experimental5 487.220 34 14.330 Error total6 13,943.222 35 F7α,a−1,n−1 = F0.05, 1, 34 = 4.12 Fo >>>F0.05, 1, 34 1AOAC = Method 947.05, Association of Official Analytical Chemists (AOAC, 1990); IRAM = method 14005, Instituto de Racionalizacio´n de Materiales (IRAM, 1976). 2Sum of square (Montgomery, 1991). 3Mean square = sum of square/degrees of freedom. 4Variation between values of both methodologies. 5Variation between values from the same methodology. 6Total variability between the all values (yi). 7Value of the distribution F for these test conditions and with 95% confidence. use of one technique or another significantly influenced the result of the acidity expressed in milligrams of lactic acid per 100 mL of milk. DISCUSSION After applying 2 statistical tests, it was concluded that there are statistically significant differences (with a 95% confidence level) between the analytical results obtained by the 2 methods. The main causes of the differences could be the larger sample size and the sam- ple dilution in the AOAC method. Both factors would allow better and earlier observation of the color change to pink, and thus addition of NaOH would stop earlier. The resultant acidity value would be lower. The differ- ence in concentration of the alkaline solutions is very small and would not be an important factor. CONCLUSIONS The results of this study allow us to conclude that differences exist in the results obtained by both method- ologies applied on the same milk sample. Results ob- tained using one method are not equivalent to those obtained by the other method, which correlates with anecdotal reports from dairy industry laboratories. The evidence obtained as a result of this work would allow Journal of Dairy Science Vol. 89 No. 3, 2006 us to avoid errors that could be present when results obtained by diverse methodologies are compared. The results of this study are important for the Argen- tinean dairy industry. With this information, the indus- try can ask for a revision of the tolerated limit for acidity in the resolution SGT No. 3/REC No. 40/94 of Co´digo Alimentario Argentino Anexo Mercosur. ACKNOWLEDGMENTS The authors acknowledge the collaboration of the par- ticipating dairy industries and their personnel and of all the personnel of INTI La´cteos, especially Eduardo Storani for his collaboration with the translation. REFERENCES Alais, C. 1971. Ciencia de la leche. Principios de te´cnica lechera. Pages 187–195 in Fı´sica y Fisicoquı´mica de la leche. Compan˜ı´a Editorial Continental, Barcelona, Spain. [In Spanish.] AOAC. 1990. Official Methods of Analysis. 15th ed. Association of Official Analytical Chemists, Arlington, VA. Co´digo Alimentario Argentino. 2003. De la Canal & Asociados SRL, Olivos, Buenos Aires, Argentina. Goded y Mur, A. 1966. Te´cnicas modernas aplicadas al ana´lisis de la leche. Pages 62–64 in ciones Fı´sicas.1st ed. Dossat, Madrid, Spain. [In Spanish] Instituto Nacional de Racionalizacio´n de Materiales. 1976. Standard no. 14005 and Standard no. 14014 (IRAM). IRAM, Buenos Ai- res, Argentina. Montgomery, D. C. 1991. Disen˜o y ana´lisis de experimentos. Grupo Editorial Iberoame´rica, Me´xico. D. F. Me´xico. [In Spanish] Ver+/- | |
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