Abstract
A paper-based colorimetric assay for the determination of bilirubin has been developed. The method is based on the in-situ reduction of chloroauric acid to form gold nanoparticles. A chromatographic paper was patterned using a wax printer. Chloroauric acid was drop-cast onto the reagent zone. In the presence of bilirubin, gold(III) ions are reduced and form gold nanoparticles. This leads to a color change from yellow to purple. The intensity of the purple color (peak at 530 nm) increases with bilirubin concentration in the 5.0 to 1000 mg L−1 range. The detection limit is 1.0 mg L−1. For the quantification of bilirubin, images were captured using a digital camera, and data were processed with the help of machine learning-based supervised prediction using Random Forest classification. The method was applied to the determination of bilirubin in urine samples. The spiked urine samples exhibit more than 95% recovery.
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References
Schmid R (1957) The identification of direct-reacting bilirubin as bilirubin glucuronide. J Biol Chem 229(2):881–888
Lucey JF, Dolan RG (1958) Hyperbilirubinemia in infants. J Am Med Assoc 167(15):1875–1875
Ehrlich P (1884) Sulfodiazobenzol als reagens auf bilirubin. Fresen J Anal Chem 23(1):275–276
Doumas BT, Kwok-Cheung PP, Perry BW, Jendrzejczak B, McComb RB, Schaffer R, Hause LL (1985) Candidate reference method for determination of total bilirubin in serum: development and validation. Clin Chem 31(11):1779–1789
Ameri M, Schnaars H, Sibley J, Honor D (2011) Comparison of the vanadate oxidase method with the diazo method for serum bilirubin determination in dog, monkey, and rat. J Vet Diagn Investig 23(1):120–123
Lauff JJ, Kasper ME, Ambrose R (1983) Quantitative liquid-chromatographic estimation of bilirubin species in pathological serum. Clin Chem 29(5):800–805
Zelenka J, Leníček M, Muchová L, Jirsa M, Kudla M, Balaž P, Zadinová M, Ostrow JD, Wong RJ, Vítek L (2008) Highly sensitive method for quantitative determination of bilirubin in biological fluids and tissues. J Chromatogr B 867(1):37–42
Martelanc M, Žiberna L, Passamonti S, Franko M (2014) Direct determination of free bilirubin in serum at sub-nanomolar levels. Anal chim 809:174–182
Martelanc M, Žiberna L, Passamonti S, Franko M (2016) Application of high-performance liquid chromatography combined with ultra-sensitive thermal lens spectrometric detection for simultaneous biliverdin and bilirubin assessment at trace levels in human serum. Talanta 154:92–98
Fung YS, Sun DX, Yeung CY (2000) Capillary electrophoresis for determination of free and albumin-bound bilirubin and the investigation of drug interaction with bilirubin-bound albumin. Electrophoresis 21(2):403–410
Sun H, Nie Z, Fung YS (2010) Determination of free bilirubin and its binding capacity by hsa using a microfluidic chip-capillary electrophoresis device with a multi-segment circular-ferrofluid-driven micromixing injection. Electrophoresis 31(18):3061–3069
Nie Z, Fung YS (2008) Microchip capillary electrophoresis for frontal analysis of free bilirubin and study of its interaction with human serum albumin. Electrophoresis 29(9):1924–1931
Raveendran J, Stanley J, Babu TS (2018) Voltammetric determination of bilirubin on disposable screen printed carbon electrode. J Electroanal Chem 818:124–130
Kazmierczak SC, Robertson AF, Catrou PG, Briley KP, Kreamer BL, Gourley GR (2002) Direct spectrophotometric method for measurement of bilirubin in newborns: comparison with HPLC and an automated diazo method. Clin Chem 48(7):1096–1097
Fernández-Romero J, De Castro ML, Valcárcel M (1993) Flow-injection spectrophotometric enzymatic and non-enzymatic methods for the determination of direct and total bilirubin in serum. Anal chim 276(2):271–279
Vichapong J, Burakham R, Teshima N, Srijaranai S, Sakai T (2013) Alternative spectrophotometric method for determination of bilirubin and urobilinogen in urine samples using simultaneous injection effective mixing flow analysis. Anal Methods 5(9):2419–2426
Senthilkumar T, Asha S (2015) Selective and sensitive sensing of free bilirubin in human serum using water-soluble Polyfluorene as fluorescent probe. Macromolecules 48(11):3449–3461
Anjana R, Devi JA, Jayasree M, Aparna R, Aswathy B, Praveen G, Lekha G, Sony G (2018) S, N-doped carbon dots as a fluorescent probe for bilirubin. Microchim Acta 185(1):11
Jayasree M, Aparna R, Anjana R, Devi JA, John N, Abha K, Manikandan A, George S (2018) Fluorescence turn on detection of bilirubin using Fe (III) modulated BSA stabilized copper nanocluster; a mechanistic perception. Anal chim 1031:152–160
Rajamanikandan R, Ilanchelian M (2019) Red emitting human serum albumin templated copper nanoclusters as effective candidates for highly specific biosensing of bilirubin. Mater Sci Eng C 98:1064–1072
Santhosh M, Chinnadayyala SR, Kakoti A, Goswami P (2014) Selective and sensitive detection of free bilirubin in blood serum using human serum albumin stabilized gold nanoclusters as fluorometric and colorimetric probe. Biosens Bioelectron 59:370–376
Shanmugaraj K, John SA (2019) Water-soluble MoS2 quantum dots as effective fluorescence probe for the determination of bilirubin in human fluids. Spectrochim Acta A Mol Biomol Spectrosc 215:290–296
Basu S, Sahoo AK, Paul A, Chattopadhyay A (2016) Thumb imprint based detection of hyperbilirubinemia using luminescent gold nanoclusters. Sci Rep 6:39005
Shukla SP, Roy M, Mukherjee P, Tyagi AK, Mukherjee T, Adhikari S (2012) Interaction of bilirubin with Ag and au ions: green synthesis of bilirubin-stabilized nanoparticles. J. Nanoparticle res 14 (7):981
Maity M, Das S, Maiti NC (2014) Stability and binding interaction of bilirubin on a gold nano-surface: steady state fluorescence and FT-IR investigation. Phys Chem Chem Phys 16(37):20013–20022
Kim H, Awofeso O, Choi S, Jung Y, Bae E (2017) Colorimetric analysis of saliva–alcohol test strips by smartphone-based instruments using machine-learning algorithms. Appl Opt 56(1):84–92
Mutlu AY, Kılıç V, Özdemir GK, Bayram A, Horzum N, Solmaz ME (2017) Smartphone-based colorimetric detection via machine learning. Analyst 142(13):2434–2441
Karisen H, Dong T Illumination and device independence for colorimetric detection of urinary biomarkers with smartphone. In: 2016 38th Conf Proc IEEE Eng Med Biol Soc. (EMBC), 2016. IEEE, pp 5184–5187
Rodrigues A, Correia N, Fortunato E Mellitus: A Smartphone Application for Image Processing and Colorimetric Analysis. In: Proceedings of the 17th International Conference on Mobile and Ubiquitous Multimedia, 2018. ACM, pp 449–455
Pedregosa F, Varoquaux G, Gramfort A, Michel V, Thirion B, Grisel O, Blondel M, Prettenhofer P, Weiss R, Dubourg V (2011) Scikit-learn: machine learning in python. J Mach Learn Res 12(Oct):2825–2830
Van der Walt S, Schönberger JL, Nunez-Iglesias J, Boulogne F, Warner JD, Yager N, Gouillart E, Yu T (2014) Scikit-image: image processing in python. PeerJ- J environ Sci - 2(6): e453
Rand RN, di Pasqua A (1962) A new diazo method for the determination of bilirubin. Clin Chem 8(6):570–578
Ellairaja S, Shenbagavalli K, Ponmariappan S, Vasantha VS (2017) A green and facile approach for synthesizing imine to develop optical biosensor for wide range detection of bilirubin in human biofluids. Biosens Bioelectron 91:82–88
Acknowledgements
The authors thank the Department of Biotechnology (DBT), Government of India for financial support (Sanction no. 102/IFD/SAN/2238/2016-17 dated 30-8-2016).
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Edachana, R.P., Kumaresan, A., Balasubramanian, V. et al. Paper-based device for the colorimetric assay of bilirubin based on in-situ formation of gold nanoparticles. Microchim Acta 187, 60 (2020). https://doi.org/10.1007/s00604-019-4051-z
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DOI: https://doi.org/10.1007/s00604-019-4051-z