Abstract
Glyphosate [(N-phosphonomethyl) Glycine], one of the most worldwide commercialized herbicides, has provoked many debates about its carcinogenic effects. Here, a smartphone-based surface plasmon resonance (SPR) sensor is proposed for glyphosate detection using different pH and concentrations. CuO nanoparticles have been added to glyphosate samples, diluted in ultrapure water solutions, to enhance its detection. An increase of sensitivity was observed in acidic solutions reaching a dilution of \(10^{-8}\) (v/v), which is equivalent to \(5\cdot 10^{-7}\) ppm. This novel smartphone-based SPR device for glyphosate detection besides presenting very high sensitivity; it has also favorable features such as easy handling, portability, and real-time analysis.
Similar content being viewed by others
Data Availability
Not applicable.
References
Amarante Junior OPd, Santos TCRd, Brito NM, Ribeiro ML (2002) Glifosato: propriedades, toxicidade, usos e legislação. QuÃmica Nova 25:589–593
Coutinho CFB, Coutinho LFM, Mazo LH, Nixdorf SL, Camara CAP, Lanças FM (2007) Direct determination of glyphosate using hydrophilic interaction chromatography with coulometric detection at copper microelectrode. Analytica Chimica Acta 592(1):30–35. https://doi.org/10.1016/j.aca.2007.04.003
Valle A, Mello F, Alves-Balvedi R, Rodrigues L, Goulart L (2019) Glyphosate detection: methods, needs and challenges. Environ Chem Lett 17(1):219–317
Myers JP, Antoniou MN, Blumberg B, Carroll L, Colborn T, Everett LG, Hansen M, Landrigan PJ, Lanphear BP, Mesnage R, Vandenberg LN (2016) Concerns over use of glyphosate-based herbicides and risks associated with exposures: a consensus statement. Environmental Health 15
Gade A, Sharma A, Srivastava N, Flora SJS (2022) Surface plasmon resonance: A promising approach for label-free early cancer diagnosis. Clinica Chimica Acta 527
Teng C, Wang Y, Yuan L (2023) Polymer optical fibers based surface plasmon resonance sensors and their applications: A review. Opt Fiber Technol 77
Wang Q, Ren ZH, Zhao WM, Wang L, Yan X, Zhu AS, Qiu FM, Zhang KK (2022) Research advances on surface plasmon resonance biosensors. Nanoscale 14
Nafisah S, Morsin M, Jumadi NA, Nayan N, Shah NS, Razali NL, An’Nisa NZ (2019) Improved sensitivity and selectivity of direct localized surface plasmon resonance sensor using gold nanobipyramids for glyphosate detection. IEEE Sens J
Ding X, Yang KL (2013) Development of an oligopeptide functionalized surface plasmon resonance biosensor for online detection of glyphosate. Anal Chem 85
dSilva Freire C, da Silva Moreira C, de Souza Filho CA, Moreno Santa Cruz R, Falqueto A, Valle AL, Goulart LR, Souto de Medeiros E, dNascimento Ferreira K (2019) Application of a smartphone-based spr platform for glyphosate detection. In: 2019 IEEE Sensors Applications Symposium (SAS), pp 1–6, 10.1109/SAS.2019.8706024
SouzaFilho CAd, Lima AM, Neff H (2014) Smartphone based, portable optical biosensor utilizing surface plasmon resonance. In: 2014 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, pp 890–895. https://doi.org/10.1109/I2MTC.2014.6860870
Preechaburana P, Gonzalez MC, Suska A, Filippini D (2012) Surface plasmon resonance chemical sensing on cell phones. Angewandte Chemie International Edition 51(46):11585–11588. https://doi.org/10.1002/anie.201206804
Moraes FC, Mascaro LH, Machado SAS, Brett CMA (2010) Direct electrochemical determination of glyphosate at copper phthalocyanine/multiwalled carbon nanotube film electrodes. Electroanalysis 22:1586–1591
Poulsen ME, Christensen HB, Herrmann SS (2009) Proficiency test on incurred and spiked pesticide residues in cereals. Accredit Qual Assur 14:477–485
Daniele PG, Stefano CD, Prenesti E, Sammartano S (1997) Copper(ii) complexes of n-(phosphonomethyl)glycine in aqueous solution: A thermodynamic and spectrophotometric study. Talanta 45(2):425–431. https://doi.org/10.1016/S0039-9140(97)00156-2
Motekaitis RJ, Martell AE (1985) Metal chelate formation by n-phosphonomethylglycine and related ligands. J Coord Chem 14:139–149
Clarke ET, Rudolf PR, Martell AE, Clearfield A (1989) Structural investigation of the cu(ii) chelate of n-phosphonomethylglycine. x-ray crystal structure of cu(ii) [o2cch2nhch2po3].na(h2o)3.5. Inorganica Chimica Acta 164(1):59–63, https://doi.org/10.1016/S0020-1693(00)80876-2, https://www.sciencedirect.com/science/article/pii/S0020169300808762
Smith PH, Hahn FE, Hugi A, Raymond KN (1989) Crystal structures of two salts of n-(phosphonomethyl)glycine and equilibria with hydrogen and bicarbonate ions. Inorg Chem 28(11):2052–2061. https://doi.org/10.1021/ic00310a010
Madsen HE, Lundager HH, Christensen C, Gottlieb-Petersen AF, Andresen OS, Pontchour CO, Phavanantha P, Pramatus S, Cyvin BN, Cyvin SJ (1978) Stability constants of copper(ii), zinc, manganese(ii), calcium, and magnesium complexes of n-(phosphonomethyl)glycine (glyphosate). Acta Chemica Scandinavica 32a:79-83
Caetano MS, Ramalho TC, Botrel DF, da Cunha EFF, de Mello WC (2012) Understanding the inactivation process of organophosphorus herbicides: A dft study of glyphosate metallic complexes with zn2+, ca2+, mg2+, cu2+, co3+, fe3+, cr3+, and al3+. Int J Quantum Chem 112(15):2752–2762. https://doi.org/10.1002/qua.23222
Benjamin MM, Leckie JO (1981) Multiple-site adsorption of cd, cu, zn, and pb on amorphous iron oxyhydroxide. J Colloid Interface Sci 79(1):209–221
Msaky JJ, Calvet R (1990) Metal chelate formation by n-phosphonomethylglycine and related ligands. Soil Science 150
Chang Y, Zhang Z, Hao J, Yang W, Tang J (2016) Understanding the inactivation process of organophosphorus herbicides: A dft study of glyphosate metallic complexes with zn2+, ca2+, mg2+, cu2+, co3+, fe3+, cr3+, and al3+. Sensors and Actuators B 228:410–415
Coutinho CFB, Mazo LH (2007) Estudo voltamétrico e espectrofotométrico do complexo cu(ii)-glifosato. Pesticidas: Revista de Ecotoxicologia E Meio Ambiente 17
Sato K, Jin JY, Takeuchi T, Miwa T, Suenami K, Takekoshi Y, Kanno S (2001) Integrated pulsed amperometric detection of glufosinate, bialaphos and glyphosate at gold electrodes in anion-exchange chromatography. J Chromatogr A 919(2):313–320. https://doi.org/10.1016/S0021-9673(01)00843-3
Glass RL (1984) Metal complex formation by glyphosate. J Agric Food Chem 32:1249–1253
Teofilo RF, Reis EL, Reis C, da Silva GA, Kubota LT (1989) Experimental design employed to square wave voltammetry response optimization for the glyphosate determination. J Braz Chem Soc 15:865–871
Ibanez M, Pozo OJ, V SJ, Lopez FJ, Hernandez F (2006) Re-evaluation of glyphosate determination in water by liquid chromatography coupled to electrospray tandem mass spectrometry. J Chromatogr A 17:51–55
Hao F, Nehl C, Hafner JH, Nordlander P (2007) Plasmon resonances of a gold nanostar. Nano Lett 50:729–732
JamesHoller F, Skoog DA, Crouch SR, Pasquini C (2009) Plasmon resonances of a gold nanostar. Princípioslise Instrumental
Valle AL, Silva AC, Dantas NO, Sabino-Silva R, Melo FC, Moreira CS, Oliveira GS, Rodrigues LP, Goulart LR (2021) Application of zno nanocrystals as a surface-enhancer ftir for glyphosate detection. Nanomaterials (Basel) 11:509
Averitt RD, Sarkar D, Halas NJ (1997) Plasmon resonance shifts of au-coated au2s nanoshells: Insight into multicomponent nanoparticle growth. Phys Rev Lett 78:4217–4220. https://doi.org/10.1103/PhysRevLett.78.4217
Jensen TR, Malinsky MD, Haynes CL, VanDuyne RP (2000) Nanosphere lithography: Tunable localized surface plasmon resonance spectra of silver nanoparticles. The J Phys Chem B 104(45):10549–10556. https://doi.org/10.1021/jp002435e
Kelly KL, Coronado E, Zhao LL, C SG (2003) The optical properties of metal nanoparticles: The influence of size, shape, and dielectric environment. J Phys Chem B 107:668–677
Link S, El-Sayed MA (1999) Spectral properties and relaxation dynamics of surface plasmon electronic oscillations in gold and silver nanodots and nanorods. J Phys Chem B 103(40):8410–8426. https://doi.org/10.1021/jp9917648
Prodan E, Radloff C, Halas NJ, Nordlander P (2003) A hybridization model for the plasmon response of complex nanostructures. Science 302(5644):419–422. https://doi.org/10.1126/science.1089171
Wang H, Brandl DW, Nordlander P, Halas NJ (2007) Plasmonic nanostructures: Artificial molecules. Acc Chem Res 40(1):53–62. https://doi.org/10.1021/ar0401045
Acknowledgements
This paper is dedicated to the memory of our dear co-worker Luiz Goulart, Federal University of Uberlandia. The acknowledgments are addressed to IFPB, PPGEE-IFPB, UFPB, UFU, to the professors, and all those who directly or indirectly contributed to the development of this project. This work was funded by the Public Call n. 03 Produtividade em Pesquisa PROPESQ/PRPG/UFPB PVK13561-2020. The authors also thank the Brazilian funding agencies, CNPq, CAPES, and FAPEMIG, for the amount granted to the National Institute of Science and Technology in Theranostics and Nanobiotechnology - INCT - Teranano (CNPq Process N.: 465669/2014-0) and FAPEMIG by Process N.: 01/17 CEX APQ 02633/17.
Author information
Authors and Affiliations
Contributions
Anderson Valle was in charge of the glyphosate experiments and the initial writing of the manuscript; Kaline Ferreira aided with the experiments with Glyphosate and the tests considering different substances; Luiz Goulart was responsible for revising the text and coordinating the sending of glyphosate samples; Carmonizia Freire tested the smartphone, adapted the software and collected the results; Eliton Medeiros helped with the process of reviewing and writing the manuscript; Carlos Alberto de Souza Filho was responsible for creating and programming the software, analyzing the experiments carried out by the smartphone, writing and revising the manuscript; Rossana Cruz was one of those responsible for revising the text; Luciano Rodrigues collaborated in writing the manuscript, considering aspects of materials and methods and discussion; Cleumar Moreira was one of those responsible for writing and revising the manuscript.
Corresponding author
Ethics declarations
Conflict of Interest
Not applicable
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Valle, A., Ferreira, K., Goulart , L. et al. Smartphone-Based Surface Plasmon Resonance Sensor for Glyphosate Detection: Different pH and Concentrations. Plasmonics 18, 821–830 (2023). https://doi.org/10.1007/s11468-023-01813-0
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11468-023-01813-0