Abstract
The determination of lactic acid content has a guiding significance for disease diagnosis or food supervision. Herein, a hydrogel-based three-dimensional photonic crystal (PC) sensor for specific detection of lactic acid is introduced. The hydrogel was prepared by one-step copolymerization of N-isopropylacrylamide and acrylamide in the presence of oxamate derivative 2-((6-acrylamidohexyl) amino)-2-oxoacetic acid (AOA). An obvious color change from orange-red to purple and a 45-nm redshift of the reflection peak were obtained in 3 min when lactic acid concentration increased from 0 to 20 mM. The detection limit was confirmed as 0.1 mM, and the prepared sensor can be reused more than 20 times. Moreover, the affinity and selectivity of AOA to lactic acid were proven by both the interaction energy from density functional theory (DFT) study and the comparison to those of pyruvate and propionic acid. This sensor was proven to be cost-effective and convenient with rapid response time, good reusability, and selectivity.
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Walenta S, Wetterling M, Lehrke M, Schwickert G, Sundfor K, Rofstad EK, et al. High lactate levels predict likelihood of metastases, tumor recurrence, and restricted patient survival in human cervical cancers. Cancer Res. 2000;60:916–21.
Brooks GA. Lactate production under fully aerobic conditions - the lactate shuttle during rest and exercise. Faseb J. 1986;45:2924–9.
Brizel DM, Schroeder T, Scher RL, Walenta S, Clough RW, Dewhirst MW, et al. Elevated tumor lactate concentrations predict for an increased risk of metastases in head-and-neck cancer. Int J Radiat Oncol. 2001;51:349–53. https://doi.org/10.1016/S0360-3016(01)01630-3.
Romero-Garcia S, Moreno-Altamirano MMB, Prado-Garcia H, Javier S-G. Lactate contribution to the tumor microenvironment: mechanisms, effects on immune cells and therapeutic relevance. Front Immunol. 2016;7:52. https://doi.org/10.3389/fimmu.2016.00052.
Rani R, Kumar V. Recent update on human lactate dehydrogenase enzyme 5 (hldh5) inhibitors: a promising approach for cancer chemotherapy. J Med Chem. 2016;59:487–96. https://doi.org/10.1021/acs.jmedchem.5b00168.
Pundir CS, Narwal V, Batra B. Determination of lactic acid with special emphasis on biosensing methods: a review. Biosens Bioelectron. 2016;86:777–90. https://doi.org/10.1016/j.bios.2016.07.076.
Feng S, Xiang S, Bian X, Li G. Quantitative analysis of total acidity in aqueous lactic acid solutions by direct potentiometric titration. Microchem J. 2020;157: 105049. https://doi.org/10.1016/j.microc.2020.105049.
Hussain KK, Gurudatt NG, Akhtar MH, Seo KD, Park DS, Shim YB. Nano-biosensor for the in vitro lactate detection using bi-functionalized conducting polymer/N, S-doped carbon; the effect of αCHC inhibitor on lactate level in cancer cell lines. Biosens Bioelectron. 2020;155: 112094. https://doi.org/10.1016/j.bios.2020.112094.
Parra-Alfambra AM, Casero E, Vázquez L, Quintana C, del Pozo M, Petit-Domínguez MD. MoS2 nanosheets for improving analytical performance of lactate biosensors. Sensor Actuat B Chem. 2018;274:310–7. https://doi.org/10.1016/j.snb.2018.07.124.
Zhou D, Zeng K, Yang M. Gold nanoparticle-loaded hollow Prussian Blue nanoparticles with peroxidase-like activity for colorimetric determination of L-lactic acid. Microchim Acta. 2019;186:121. https://doi.org/10.1007/s00604-018-3214-7.
Wu FQ, Huang YM, Huang CZ. Chemiluminescence biosensor system for lactic acid using natural animal tissue as recognition element. Biosens Bioelectron. 2005;21:518–22. https://doi.org/10.1016/j.bios.2004.10.029.
Fenzl C, Hirsch T, Wolfbeis OS. Photonic crystals for chemical sensing and biosensing. Angew Chem Int Edit. 2014;53:3318–35. https://doi.org/10.1002/anie.201307828.
Chen W, Shea KJ, Xue M, Qiu L, Lan Y, Meng Z. Self-assembly of the polymer brush-grafted silica colloidal array for recognition of proteins. Anal Bioanal Chem. 2017;409:5319–26. https://doi.org/10.1007/s00216-017-0477-5.
Fenzl C, Genslein C, Zopfl A, Baeumner AJ, Hirsch T. A photonic crystal based sensing scheme for acetylcholine and acetylcholinesterase inhibitors. J Mater Chem B. 2015;3:2089–95. https://doi.org/10.1039/c4tb01970a.
Asher SA, Alexeev VL, Goponenko AV, Sharma AC, Lednev IK, Wilcox CS, et al. Photonic crystal carbohydrate sensors: low ionic strength sugar sensing. J Am Chem Soc. 2003;125:3322–9. https://doi.org/10.1021/ja021037h.
Sharma AC, Jana T, Kesavamoorthy R, Shi L, Virji MA, Finegold DN, et al. A general photonic crystal sensing motif: creatinine in bodily fluids. J Am Chem Soc. 2004;126:2971–7. https://doi.org/10.1021/ja038187s.
Qin J, Li X, Cao L, Du S, Wang W, Yao SQ. Competition-based universal photonic crystal biosensors by using antibody-antigen interaction. J Am Chem Soc. 2020;142:417–23. https://doi.org/10.1021/jacs.9b11116.
Hu X, Li G, Li M, Huang J, Li Y, Gao Y, et al. Ultrasensitive specific stimulant assay based on molecularly imprinted photonic hydrogels. Adv Funct Mater. 2008;18:575–83. https://doi.org/10.1002/adfm.200700527.
Fruehauf KR, Kim TI, Nelson EL, Patterson JP, Wang SW, et al. Metabolite responsive nanoparticle-protein complex. Biomacromol. 2019;20:2703–12. https://doi.org/10.1021/acs.biomac.9b00470.
Murtaza G, Rizvi AS, Irfan M, Yan D, Khan RU, Rafique B, et al. Glycated albumin based photonic crystal sensors for detection of lipopolysaccharides and discrimination of Gram-negative bacteria. Anal Chim Acta. 2020;1117:1–8. https://doi.org/10.1016/j.aca.2020.04.018.
Lin Z, Li L, Fu G, Lai Z, Peng A, Huang Z. Molecularly imprinted polymer-based photonic crystal sensor array for the discrimination of sulfonamides. Anal Chim Acta. 2020;1101:32–40. https://doi.org/10.1016/j.aca.2019.12.032.
Lu T. molclus program. Version 1.9.6. http://www.keinsci.com/research/molclus.html. Accessed 12 Jul 2020.
Stewart JJP. MOPAC2016. Stewart Computational Chemistry: Colorado Springs, CO: USA, http://OpenMOPAC.net. Accessed 28 Jul 2020.
Frisch MJ, Trucks GW, Schlegel HB, Scuseria GE, Robb MA, Cheeseman JR, et al. Gaussian 16, Revision B.01. Wallingford, CT: Gaussian Inc.; 2016. Accessed 29 Oct 2018.
Tang X, Sun A, Chu C, Wang C, Liu Z, Guo J, et al. Highly sensitive multiresponsive photonic hydrogels based on a crosslinked acrylamide-N-isopropylacrylamide (AM-NIPAM) co-polymer containing Fe3O4@C crystalline colloidal arrays. Sensor Actuat B Chem. 2016;236:399–407. https://doi.org/10.1016/j.snb.2016.06.015.
Otsu T, Inoue M, Yamada B, Mori T. Structure and reactivity of vinyl monomers: radical reactivities of N-substituted acrylamides and methacrylamides. J Polym Sci Polym Lett Ed. 1975;13:505–10. https://doi.org/10.1002/pol.1975.130130811.
Hong W, Yuan Z, Chen X. Structural color materials for optical anticounterfeiting. Small. 2020;16:1907626. https://doi.org/10.1002/smll.201907626.
Guo C, Zhou C, Sai N, Ning B, Liu M, Chen H, et al. Detection of bisphenol A using an opal photonic crystal sensor. Sensor Actuat B Chem. 2012;166–167:17–23. https://doi.org/10.1016/j.snb.2011.10.082.
Liao J, Zhu C, Gao B, Zhao Z, Liu X, Tian L, et al. Multiresponsive elastic colloidal crystals for reversible structural color patterns. Adv Funct Mater. 2019;29:1902954. https://doi.org/10.1002/adfm.201902954.
Kucherenko IS, Topolnikova YV, Soldatkin OO. Advances in the biosensors for lactate and pyruvate detection for medical applications: a review. TrAC-Trend Anal Chem. 2019;110:160–72. https://doi.org/10.1016/j.trac.2018.11.004.
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This work was supported by the National Natural Science Foundation of China (grant number 21874009).
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Li, Q., Liu, S., Mbola, N.M. et al. Responsive hydrogel-based three-dimensional photonic crystal sensor for lactic acid detection. Anal Bioanal Chem 414, 7695–7704 (2022). https://doi.org/10.1007/s00216-022-04300-3
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DOI: https://doi.org/10.1007/s00216-022-04300-3