Chemometrics-assisted spectrophotometry for simultaneous determination of sodium benzoate and citric acid in beverage products

Ganjar Wahyu Rahardian, Sausa Monica, Hendri Wasito, Sri Sutji Susilowati

Abstract


The development and validation of chemometrics-assisted spectrophotometry have been successfully performed for determination of sodium benzoate and citric acid that have overlapping of ultra violet absorption spectra. The study aimed to develop, validate, and apply spectrophotometric method with chemometrics approach for determination of both compounds in beverage products simultaneously. The analytical method was performed by making a calibration model using 16 training sets and 10 test sets of mixed solution followed by absorbance measurenment at wavelength of 190 nm up to 400 nm. In addition, the absorbance data was processed by multivariate calibration models of principal component regression (PCR) and partial least square-1 (PLS-1) and validated internally and externally to obtain optimum model. Validation of analytical methods was done by evaluating some parameters such as linearity and ranges, accuracy, precision, detection limits and quantification limits. The results showed that the optimum wavelength was 235 nm to 250 nm for sodium benzoate and 220 nm to 240 nm for citric acid with the selected optimum principal components (PCs) value were 6 (PCR) and 4 (PLS-1) for sodium benzoate and PCs 2 (PCR and PLS-1) for citric acid. The parameters of the analytical method validation developed were suitable and the analytical methods could be applied for the determination of the sodium benzoate and citric acid contents simultaneously in the beverage products. 


Keywords


spectrophotometry; chemometrics; validation; sodium benzoate; citric acid

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References


Abd-AlGadir, M., Ihaimer, M., Elkhier, M.S., Idris, O., 2009. Effect of benzoic acid and combination of benzoic with citric acid as food additives on the renal function of experimental rats. Asian J. Clin. Nutr. 1, 83–87.

Ayorinde, F.O., Bezabeh, D.Z., Delves, I., 2003. Preliminary investigation of the simultaneous detection of sugars, ascorbic acid, citric acid, and sodium benzoate in nonâ€alcoholic beverages by matrixâ€assisted laser desorption/ionization timeâ€ofâ€flight mass spectrometry. Rapid Commun. Mass Spectrom. 17, 1735–1742.

Bezerra, M.A., Santelli, R.E., Oliveira, E.P., Villar, L.S., Escaleira, L.A., 2008. Response surface methodology (RSM) as a tool for optimization in analytical chemistry. Talanta 76, 965–977. https://doi.org/10.1016/j.talanta.2008.05.019

Borman, P., Elder, D., 2017. Q2(R1) Validation of Analytical Procedures, in: ICH Quality Guidelines. Wiley-Blackwell, pp. 127–166.

Brereton, R.G., 2000. Introduction to multivariate calibration in analyticalchemistry. Analyst 125, 2125–2154. https://doi.org/10.1039/B003805I

Brima, E., Abbas, A., 2014. Determination of Citric acid in Soft drinks, Juice drinks and Energy drinks using Titration. Int J Chem Stud 1, 30–34.

Chen, X., Lv, Q., Liu, Y., Deng, W., 2015. Effects of the food additive, citric acid, on kidney cells of mice. Biotech. Histochem. Off. Publ. Biol. Stain Comm. 90, 38–44. https://doi.org/10.3109/10520295.2014.937745

Chen, X., Lv, Q., Liu, Y., Deng, W., 2014. Study on injury effect of food additive citric acid on liver tissue in mice. Cytotechnology 66, 275–282. https://doi.org/10.1007/s10616-013-9567-1

Ciriminna, R., Meneguzzo, F., Delisi, R., Pagliaro, M., 2017. Citric acid: emerging applications of key biotechnology industrial product. Chem. Cent. J. 11. https://doi.org/10.1186/s13065-017-0251-y

El-Zaher, A.A., Elkady, E.F., Elwy, H.M., Saleh, M.A.E.M., 2017. Simultaneous spectrophotometric determination of glimepiride and pioglitazone in binary mixture and combined dosage form using chemometric-assisted techniques. Spectrochim. Acta. A. Mol. Biomol. Spectrosc. 182, 175–182. https://doi.org/10.1016/j.saa.2017.03.028

Esbensen, K.H., Guyot, D., Westad, F., Houmoller, L.P., 2004. Multivariate Data Analysis: In Practice : an Introduction to Multivariate Data Analysis and Experimental Design, 5th ed. Oslo, Norway : CAMO, 19-695.

Faber, K., Kowalski, B.R., 1997. Critical evaluation of two F-tests for selecting the number of factors in abstract factor analysis. Anal. Chim. Acta 337, 57–71. https://doi.org/10.1016/S0003-2670(96)00366-2

Geladi, P., 2003. Chemometrics in spectroscopy. Part 1. Classical chemometrics. Spectrochim. Acta Part B At. Spectrosc. 58, 767–782. https://doi.org/10.1016/S0584-8547(03)00037-5

Grembecka, M., Baran, P., Błażewicz, A., Fijałek, Z., Szefer, P., 2014. Simultaneous determination of aspartame, acesulfame-K, saccharin, citric acid and sodium benzoate in various food products using HPLC–CAD–UV/DAD. Eur. Food Res. Technol. 238, 357–365. https://doi.org/10.1007/s00217-013-2111-x

Keshavarz, M.H., Gharagheizi, F., Shokrolahi, A., Zakinejad, S., 2012. Accurate prediction of the toxicity of benzoic acid compounds in mice via oral without using any computer codes. J. Hazard. Mater. 237, 79–101. https://doi.org/10.1016/j.jhazmat.2012.07.048

Marini, F., 2016. Chemometrics, in: Encyclopedia of Food and Health. Academic Press, Oxford, pp. 1–9.

Miller, J., Miller, J.C., 2010. Statistics and Chemometrics for Analytical Chemistry, 6 edition. ed. Pearson Education Canada, Harlow.

Patel, N.S., Nandurbarkar, V.P., Patel, A.J., Patel, S.G., 2014. Simultaneous spectrophotometric determination of Celecoxib and Diacerein in bulk and capsule by absorption correction method and chemometric methods. Spectrochim. Acta. A. Mol. Biomol. Spectrosc. 125, 46–52. https://doi.org/10.1016/j.saa.2014.01.036

Penniston, K.L., Nakada, S.Y., Holmes, R.P., Assimos, D.G., 2008. Quantitative Assessment of Citric Acid in Lemon Juice, Lime Juice, and Commercially-Available Fruit Juice Products. J. Endourol. 22, 567–570. https://doi.org/10.1089/end.2007.0304

Phechkrajang, C., Sribunruang, S., Thitipong, A., Jarusintanakorn, S., Sratthaphut, L., Nacapricha, D., Wilairat, P., 2011. Chemometrics-assisted UV spectrophotometric method for determination of acetaminophen and chlorzoxazone in tablets. Mahidol Univ J Pharm Sci 38, 23–33.

Ragupathy, V., Arcot, S., 2013. Simultaneous Spectrophotometric Determination Of Diacerein And Celecoxib In Capsules by Chemometric Methods. Int. Res. J. Pharm. 4, 229–233.

Ren, Y.-F., Amin, A., Malmstrom, H., 2009. Effects of tooth whitening and orange juice on surface properties of dental enamel. J. Dent. 37, 424–431. https://doi.org/10.1016/j.jdent.2009.01.011

Shahmohammadi, M., Javadi, M., Nassiri-Asl, M., 2016. An Overview on the Effects of Sodium Benzoate as a Preservative in Food Products. Biotechnol. Health Sci. 3, e35084. https://doi.org/10.17795/bhs-35084

Shu, Y., Yu, B., He, J., Yu, J., Zheng, P., Yuan, Z., Chen, D., Mao, X., 2016. Excess of dietary benzoic acid supplementation leads to growth retardation, hematological abnormality and organ injury of piglets. Livest. Sci. 190, 94–103. https://doi.org/10.1016/j.livsci.2016.06.010

Sratthaphut, L., Ruttanakorn, K., 2015. Chemometrics-Assisted UV Spectrophotometric Method for Determination of Metformin Hydrochloride and Glyburide in Pharmaceutical Tablets. Presented at the Advanced Materials Research, Trans Tech Publ, pp. 164–167.

Varmuza, K., Filzmoser, P., Hilchenbach, M., Krüger, H., Silén, J., 2014. KNN classification — evaluated by repeated double cross validation: Recognition of minerals relevant for comet dust. Chemom. Intell. Lab. Syst. 138, 64–71. https://doi.org/10.1016/j.chemolab.2014.07.011

Varzakas, T., Tzia, C., 2015. Handbook of Food Processing: Food Safety, Quality, and Manufacturing Processes. CRC Press.

Wasito, H., Buranaphalin, S., Sratthaphut, L., Suntornsuk, L., Wilairat, P., Phechkrajang, C.M., 2018. Comparison of Mean Centering of Ratio Spectra Based Spectrophotometric Approach and HPLC Method for Quantitative Determination of Pirenoxine in the Presence of Methylparaben and Propylparaben. Indian J. Pharm. Educ. Res. 52, 284–292. https://doi.org/10.5530/ijper.52.2.33

Wasito, H., Phechkrajang, C., 2015. Validated visible spectrophotometry for quantitative analysis of pirenoxine in the presence of paraben preservatives in eye drop preparations, in: 2015 4th International Conference on Instrumentation, Communications, Information Technology, and Biomedical Engineering (ICICI-BME). Presented at the 2015 4th International Conference on Instrumentation, Communications, Information Technology, and Biomedical Engineering (ICICI-BME), pp. 327–331. https://doi.org/10.1109/ICICI-BME.2015.7401388




DOI: http://dx.doi.org/10.12928/pharmaciana.v8i1.6766

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Pharmaciana
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