Targets and Tools: Nucleic Acids for Surface-Enhanced Raman Spectroscopy
Abstract
:1. Introduction
2. SERS Sensing of Nucleic Acids
3. DNA as Biorecognition Element for SERS Sensing
4. DNA as a Structure-Directing Molecule for Nanomaterial Fabrication
5. Conclusions and Future Prospects
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Langer, J.; Jimenez de Aberasturi, D.; Aizpurua, J.; Alvarez-Puebla, R.A.; Auguié, B.; Baumberg, J.J.; Bazan, G.C.; Bell, S.E.J.; Boisen, A.; Brolo, A.G.; et al. Present and Future of Surface-Enhanced Raman Scattering. ACS Nano 2020, 14, 28–117. [Google Scholar] [CrossRef] [Green Version]
- Schlücker, S. Surface-Enhanced Raman Spectroscopy: Concepts and Chemical Applications. Angew. Chem. Int. Ed. 2014, 53, 4756–4795. [Google Scholar] [CrossRef]
- Palmer, S.J.; Xiao, X.; Pazos-Perez, N.; Guerrini, L.; Correa-Duarte, M.A.; Maier, S.A.; Craster, R.V.; Alvarez-Puebla, R.A.; Giannini, V. Extraordinarily transparent compact metallic metamaterials. Nat. Commun. 2019, 10, 2118. [Google Scholar] [CrossRef] [Green Version]
- Polo, E.; Navarro Poupard, M.F.; Guerrini, L.; Taboada, P.; Pelaz, B.; Alvarez-Puebla, R.A.; Del Pino, P. Colloidal bioplasmonics. Nano Today 2018, 20, 58–73. [Google Scholar] [CrossRef]
- Blanco-Formoso, M.; Pazos-Perez, N.; Alvarez-Puebla, R.A. Fabrication and SERS properties of complex and organized nanoparticle plasmonic clusters stable in solution. Nanoscale 2020, 12, 14948–14956. [Google Scholar] [CrossRef]
- Ong, T.T.X.; Blanch, E.W.; Jones, O.A.H. Surface Enhanced Raman Spectroscopy in environmental analysis, monitoring and assessment. Sci. Total Environ. 2020, 720, 12. [Google Scholar] [CrossRef] [PubMed]
- Mariño-Lopez, A.; Sousa-Castillo, A.; Blanco-Formoso, M.; Furini, L.N.; Rodríguez-Lorenzo, L.; Pazos-Perez, N.; Guerrini, L.; Pérez-Lorenzo, M.; Correa-Duarte, M.A.; Alvarez-Puebla, R.A. Microporous Plasmonic Capsules as Stable Molecular Sieves for Direct SERS Quantification of Small Pollutants in Natural Waters. ChemNanoMat 2019, 5, 46–50. [Google Scholar] [CrossRef]
- Correa-Duarte, M.A.; Pazos Perez, N.; Guerrini, L.; Giannini, V.; Alvarez-Puebla, R.A. Boosting the Quantitative Inorganic Surface-Enhanced Raman Scattering Sensing to the Limit: The Case of Nitrite/Nitrate Detection. J. Phys. Chem. Lett. 2015, 6, 868–874. [Google Scholar] [CrossRef]
- Guerrini, L.; Lopez-Tobar, E.; Garcia-Ramos, J.V.; Domingo, C.; Sanchez-Cortes, S. New insights on the Au-core/Pt-shell nanoparticle structure in the sub-monolayer range: SERS as a surface analyzing tool. Chem. Commun. 2011, 47, 3174–3176. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Phan-Quang, G.C.; Han, X.; Koh, C.S.L.; Sim, H.Y.F.; Lay, C.L.; Leong, S.X.; Lee, Y.H.; Pazos-Perez, N.; Alvarez-Puebla, R.A.; Ling, X.Y. Three-Dimensional Surface-Enhanced Raman Scattering Platforms: Large-Scale Plasmonic Hotspots for New Applications in Sensing, Microreaction, and Data Storage. Acc. Chem. Res. 2019, 52, 1844–1854. [Google Scholar] [CrossRef] [PubMed]
- Muehlethaler, C.; Leona, M.; Lombardi, J.R. Review of Surface Enhanced Raman Scattering Applications in Forensic Science. Anal. Chem. 2016, 88, 152–169. [Google Scholar] [CrossRef]
- Jiang, L.; Hassan, M.M.; Ali, S.; Li, H.; Sheng, R.; Chen, Q. Evolving trends in SERS-based techniques for food quality and safety: A review. Trends Food Sci. Technol. 2021, 112, 225–240. [Google Scholar] [CrossRef]
- Shen, Y.T.; Yue, J.; Xu, W.Q.; Xu, S.P. Recent progress of surface-enhanced Raman spectroscopy for subcellular compartment analysis. Theranostics 2021, 11, 4872–4893. [Google Scholar] [CrossRef] [PubMed]
- Pozzi, F.; Leona, M. Surface-enhanced Raman spectroscopy in art and archaeology. J. Raman Spectrosc. 2016, 47, 67–77. [Google Scholar] [CrossRef]
- Guerrini, L.; Garcia-Rico, E.; O’Loghlen, A.; Giannini, V.; Alvarez-Puebla, R.A. Surface-Enhanced Raman Scattering (SERS) Spectroscopy for Sensing and Characterization of Exosomes in Cancer Diagnosis. Cancers 2021, 13, 2179. [Google Scholar] [CrossRef]
- Guerrini, L.; Alvarez-Puebla, R.A. Surface-Enhanced Raman Spectroscopy in Cancer Diagnosis, Prognosis and Monitoring. Cancers 2019, 11, 748. [Google Scholar] [CrossRef] [Green Version]
- Guerrini, L.; Pazos-Perez, N.; Garcia-Rico, E.; Alvarez-Puebla, R. Cancer characterization and diagnosis with SERS-encoded particles. Cancer Nanotechnol. 2017, 8, 5. [Google Scholar] [CrossRef]
- Laing, S.; Jamieson, L.E.; Faulds, K.; Graham, D. Surface-enhanced Raman spectroscopy for in vivo biosensing. Nat. Rev. Chem. 2017, 1, 0060. [Google Scholar] [CrossRef]
- Alvarez-Puebla, R.A.; Pazos-Perez, N.; Guerrini, L. SERS-fluorescent encoded particles as dual-mode optical probes. Appl. Mater. Today 2018, 13, 1–14. [Google Scholar] [CrossRef]
- Zhang, Y.; Zhao, S.; Zheng, J.; He, L. Surface-enhanced Raman spectroscopy (SERS) combined techniques for high-performance detection and characterization. Trends Anal. Chem. 2017, 90, 1–13. [Google Scholar] [CrossRef]
- Lee, H.K.; Lee, Y.H.; Koh, C.S.L.; Gia, C.P.Q.; Han, X.M.; Lay, C.L.; Sim, H.Y.F.; Kao, Y.C.; An, Q.; Ling, X.Y. Designing surface-enhanced Raman scattering (SERS) platforms beyond hotspot engineering: Emerging opportunities in analyte manipulations and hybrid materials. Chem. Soc. Rev. 2019, 48, 731–756. [Google Scholar] [CrossRef]
- Le Ru, E.C.; Etchegoin, P.G. Principles of Surface-Enhanced Raman Spectroscopy; Elsevier: Amsterdam, The Netherlands, 2009. [Google Scholar]
- Guerrini, L.; Graham, D. Molecularly-mediated assemblies of plasmonic nanoparticles for Surface-Enhanced Raman Spectroscopy applications. Chem. Soc. Rev. 2012, 41, 7085–7107. [Google Scholar] [CrossRef] [PubMed]
- Travers, A.; Muskhelishvili, G. DNA structure and function. FEBS J. 2015, 282, 2279–2295. [Google Scholar] [CrossRef] [PubMed]
- Pelaz, B.; Alexiou, C.; Alvarez-Puebla, R.A.; Alves, F.; Andrews, A.M.; Ashraf, S.; Balogh, L.P.; Ballerini, L.; Bestetti, A.; Brendel, C.; et al. Diverse Applications of Nanomedicine. ACS Nano 2017, 11, 2313–2381. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Suo, Z.G.; Chen, J.Q.; Hou, X.L.; Hu, Z.H.; Xing, F.F.; Feng, L.Y. Growing prospects of DNA nanomaterials in novel biomedical applications. RSC Adv. 2019, 9, 16479–16491. [Google Scholar] [CrossRef] [Green Version]
- Samanta, A.; Medintz, I.L. Nanoparticles and DNA—A powerful and growing functional combination in bionanotechnology. Nanoscale 2016, 8, 9037–9095. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Hu, Q.Q.; Li, H.; Wang, L.H.; Gu, H.Z.; Fan, C.H. DNA Nanotechnology-Enabled Drug Delivery Systems. Chem. Rev. 2019, 119, 6459–6506. [Google Scholar] [CrossRef]
- Garcia-Rico, E.; Alvarez-Puebla, R.A.; Guerrini, L. Direct surface-enhanced Raman scattering (SERS) spectroscopy of nucleic acids: From fundamental studies to real-life applications. Chem. Soc. Rev. 2018, 47, 4909–4923. [Google Scholar] [CrossRef]
- Xu, L.-J.; Zong, C.; Zheng, X.-S.; Hu, P.; Feng, J.-M.; Ren, B. Label-Free Detection of Native Proteins by Surface-Enhanced Raman Spectroscopy Using Iodide-Modified Nanoparticles. Anal. Chem. 2014, 86, 2238–2245. [Google Scholar] [CrossRef]
- Papadopoulou, E.; Bell, S.E.J. Label-free detection of nanomolar unmodified single- and double-stranded DNA by using surface-enhanced Raman spectroscopy on Ag and Au colloids. Chem. Eur. J. 2012, 18, 5394–5400. [Google Scholar] [CrossRef]
- Papadopoulou, E.; Bell, S.E.J. Label-free Detection of Single-base Mismatches in DNA by Surface-enhanced Raman Spectroscopy. Angew. Chem. Int. Ed. 2011, 50, 9058–9061. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Hubarevich, A.; Huang, J.-A.; Giovannini, G.; Schirato, A.; Zhao, Y.; Maccaferri, N.; De Angelis, F.; Alabastri, A.; Garoli, D. λ-DNA through Porous Materials—Surface-Enhanced Raman Scattering in a Simple Plasmonic Nanopore. J. Phys. Chem. C 2020, 124, 22663–22670. [Google Scholar] [CrossRef]
- Li, Y.; Han, X.; Zhou, S.; Yan, Y.; Xiang, X.; Zhao, B.; Guo, X. Structural Features of DNA G-Quadruplexes Revealed by Surface-Enhanced Raman Spectroscopy. J. Phys. Chem. Lett. 2018, 9, 3245–3252. [Google Scholar] [CrossRef] [PubMed]
- van Lierop, D.; Krpetic, Z.; Guerrini, L.; Larmour, I.A.; Dougan, J.A.; Faulds, K.; Graham, D. Positively Charged Silver Nanoparticles and their Effect on Surface-enhanced Raman Scattering of Dye-labelled Oligonucleotides. Chem. Commun. 2012, 48, 8192–8194. [Google Scholar] [CrossRef] [PubMed]
- Gisbert-Quilis, P.; Masetti, M.; Morla-Folch, J.; Fitzgerald, J.M.; Pazos-Perez, N.; Garcia-Rico, E.; Giannini, V.; Alvarez-Puebla, R.A.; Guerrini, L. The Structure of Short and Genomic DNA at the Interparticle Junctions of Cationic Nanoparticles. Adv. Mater. Interfaces 2017, 4, 1700724. [Google Scholar] [CrossRef]
- Morla-Folch, J.; Xie, H.-n.; Gisbert-Quilis, P.; Gómez-de Pedro, S.; Pazos-Perez, N.; Alvarez-Puebla, R.A.; Guerrini, L. Ultrasensitive Direct Quantification of Nucleobase Modifications in DNA by Surface-Enhanced Raman Scattering: The Case of Cytosine. Angew. Chem. Int. Ed. 2015, 54, 13650–13654. [Google Scholar] [CrossRef]
- Guerrini, L.; Krpetić, Ž.; van Lierop, D.; Alvarez-Puebla, R.A.; Graham, D. Direct Surface-Enhanced Raman Scattering Analysis of DNA Duplexes. Angew. Chem. Int. Ed. 2015, 54, 1144–1148. [Google Scholar] [CrossRef]
- Guerrini, L.; Alvarez-Puebla, R.A. Structural Recognition of Triple-Stranded DNA by Surface-Enhanced Raman Spectroscopy. Nanomaterials 2021, 11, 326. [Google Scholar] [CrossRef]
- Morla-Folch, J.; Alvarez-Puebla, R.A.; Guerrini, L. Direct Quantification of DNA Base Composition by Surface-Enhanced Raman Scattering Spectroscopy. J. Phys. Chem. Lett. 2016, 7, 3037–3041. [Google Scholar] [CrossRef]
- Morla-Folch, J.; Xie, H.-n.; Alvarez-Puebla, R.A.; Guerrini, L. Fast Optical Chemical and Structural Classification of RNA. ACS Nano 2016, 10, 2834–2842. [Google Scholar] [CrossRef]
- Guerrini, L.; Alvarez-Puebla, R.A. Surface-enhanced Raman spectroscopy (SERS) characterisation of abasic sites in DNA duplexes. Analyst 2019, 144, 6862–6865. [Google Scholar] [CrossRef] [PubMed]
- Masetti, M.; Xie, H.-N.; Krpetić, Ž.; Recanatini, M.; Alvarez-Puebla, R.A.; Guerrini, L. Revealing DNA Interactions with Exogenous Agents by Surface-Enhanced Raman Scattering. J. Am. Chem. Soc. 2015, 137, 469–476. [Google Scholar] [CrossRef]
- Torres-Nunez, A.; Faulds, K.; Graham, D.; Alvarez-Puebla, R.A.; Guerrini, L. Silver colloids as plasmonic substrates for direct label-free surface-enhanced Raman scattering analysis of DNA. Analyst 2016, 141, 5170–5180. [Google Scholar] [CrossRef] [Green Version]
- Morla-Folch, J.; Gisbert-Quilis, P.; Masetti, M.; Garcia-Rico, E.; Alvarez-Puebla, R.A.; Guerrini, L. Conformational SERS Classification of K-Ras Point Mutations for Cancer Diagnostics. Angew. Chem. Int. Ed. 2017, 56, 2381–2385. [Google Scholar] [CrossRef] [PubMed]
- Wang, J.; Koo, K.M.; Wee, E.J.H.; Wang, Y.; Trau, M. A nanoplasmonic label-free surface-enhanced Raman scattering strategy for non-invasive cancer genetic subtyping in patient samples. Nanoscale 2017, 9, 3496–3503. [Google Scholar] [CrossRef] [PubMed]
- Koo, K.M.; Wang, J.; Richards, R.S.; Farrell, A.; Yaxley, J.W.; Samaratunga, H.; Teloken, P.E.; Roberts, M.J.; Coughlin, G.D.; Lavin, M.F.; et al. Design and Clinical Verification of Surface-Enhanced Raman Spectroscopy Diagnostic Technology for Individual Cancer Risk Prediction. ACS Nano 2018, 12, 8362–8371. [Google Scholar] [CrossRef] [Green Version]
- Tian, S.; Neumann, O.; McClain, M.J.; Yang, X.; Zhou, L.; Zhang, C.; Nordlander, P.; Halas, N.J. Aluminum Nanocrystals: A Sustainable Substrate for Quantitative SERS-Based DNA Detection. Nano Lett. 2017, 17, 5071–5077. [Google Scholar] [CrossRef]
- Huang, J.-A.; Mousavi, M.Z.; Zhao, Y.; Hubarevich, A.; Omeis, F.; Giovannini, G.; Schütte, M.; Garoli, D.; De Angelis, F. SERS discrimination of single DNA bases in single oligonucleotides by electro-plasmonic trapping. Nat. Commun. 2019, 10, 5321. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Belkin, M.; Chao, S.-H.; Jonsson, M.P.; Dekker, C.; Aksimentiev, A. Plasmonic Nanopores for Trapping, Controlling Displacement, and Sequencing of DNA. ACS Nano 2015, 9, 10598–10611. [Google Scholar] [CrossRef]
- Guerrini, L.; Alvarez-Puebla, R.; Pazos-Perez, N. Surface Modifications of Nanoparticles for Stability in Biological Fluids. Materials 2018, 11, 1154. [Google Scholar] [CrossRef] [Green Version]
- Barhoumi, A.; Halas, N.J. Label-free Detection of DNA Hybridization Using Surface-enhanced Raman Spectroscopy. J. Am. Chem. Soc. 2010, 132, 12792–12793. [Google Scholar] [CrossRef]
- He, Y.; Yang, X.; Yuan, R.; Chai, Y. “Off” to “On” Surface-Enhanced Raman Spectroscopy Platform with Padlock Probe-Based Exponential Rolling Circle Amplification for Ultrasensitive Detection of MicroRNA 155. Anal. Chem. 2017, 89, 2866–2872. [Google Scholar] [CrossRef]
- Guerrini, L.; Alvarez-Puebla, R.A. Surface-Enhanced Raman Scattering Sensing of Transition Metal Ions in Waters. ACS Omega 2021, 6, 1054–1063. [Google Scholar] [CrossRef]
- Mir-Simon, B.; Reche-Perez, I.; Guerrini, L.; Pazos-Perez, N.; Alvarez-Puebla, R.A. Universal One-Pot and Scalable Synthesis of SERS Encoded Nanoparticles. Chem. Mater. 2015, 27, 950–958. [Google Scholar] [CrossRef]
- Guerrini, L.; McKenzie, F.; Wark, A.W.; Faulds, K.; Graham, D. Tuning the Interparticle Distance in Nanoparticle Assemblies in Suspension via DNA-Triplex Formation: Correlation Between Plasmonic and Surface-enhanced Raman Scattering Responses. Chem. Sci. 2012, 3, 2262–2269. [Google Scholar] [CrossRef]
- Ma, H.T.; Liu, J.P.; Ali, M.M.; Mahmood, M.A.I.; Labanieh, L.; Lu, M.R.; Iqbal, S.M.; Zhang, Q.; Zhao, W.A.; Wan, Y. Nucleic acid aptamers in cancer research, diagnosis and therapy. Chem. Soc. Rev. 2015, 44, 1240–1256. [Google Scholar] [CrossRef]
- Muhammad, M.; Huang, Q. A review of aptamer-based SERS biosensors: Design strategies and applications. Talanta 2021, 227, 122188. [Google Scholar] [CrossRef]
- Szlag, V.M.; Rodriguez, R.S.; He, J.; Hudson-Smith, N.; Kang, H.; Le, N.; Reineke, T.M.; Haynes, C.L. Molecular Affinity Agents for Intrinsic Surface-Enhanced Raman Scattering (SERS) Sensors. ACS Appl. Mater. Interfaces 2018, 10, 31825–31844. [Google Scholar] [CrossRef]
- Catala, C.; Mir-Simon, B.; Feng, X.; Cardozo, C.; Pazos-Perez, N.; Pazos, E.; Gómez-de Pedro, S.; Guerrini, L.; Soriano, A.; Vila, J.; et al. Online SERS Quantification of Staphylococcus aureus and the Application to Diagnostics in Human Fluids. Adv. Mater. Technol. 2016, 1, 1600163. [Google Scholar] [CrossRef]
- Pazos-Perez, N.; Pazos, E.; Catala, C.; Mir-Simon, B.; Gomez-de Pedro, S.; Sagales, J.; Villanueva, C.; Vila, J.; Soriano, A.; Javier Garcia de Abajo, F.; et al. Ultrasensitive multiplex optical quantification of bacteria in large samples of biofluids. Sci. Rep. 2016, 6, 29014. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Cao, X.; Li, S.; Chen, L.; Ding, H.; Xu, H.; Huang, Y.; Li, J.; Liu, N.; Cao, W.; Zhu, Y.; et al. Combining use of a panel of ssDNA aptamers in the detection of Staphylococcus aureus. Nucleic Acids Res. 2009, 37, 4621–4628. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Shi, Y.; Chen, N.; Su, Y.; Wang, H.; He, Y. Silicon nanohybrid-based SERS chips armed with an internal standard for broad-range, sensitive and reproducible simultaneous quantification of lead(II) and mercury(II) in real systems. Nanoscale 2018, 10, 4010–4018. [Google Scholar] [CrossRef]
- Guerrini, L.; Alvarez-Puebla, R.A. Multiplex SERS Chemosensing of Metal Ions via DNA-Mediated Recognition. Anal. Chem. 2019, 91, 11778–11784. [Google Scholar] [CrossRef] [PubMed]
- Xiao, M.; Lai, W.; Man, T.; Chang, B.; Li, L.; Chandrasekaran, A.R.; Pei, H. Rationally Engineered Nucleic Acid Architectures for Biosensing Applications. Chem. Rev. 2019, 119, 11631–11717. [Google Scholar] [CrossRef]
- Zhang, L.; Ma, X.; Wang, G.; Liang, X.; Mitomo, H.; Pike, A.; Houlton, A.; Ijiro, K. Non-origami DNA for functional nanostructures: From structural control to advanced applications. Nano Today 2021, 39, 101154. [Google Scholar] [CrossRef]
- Zhou, C.Y.; Yang, Y.J.; Li, H.F.; Gao, F.; Song, C.Y.; Yang, D.L.; Xu, F.; Liu, N.; Ke, Y.G.; Su, S.; et al. Programming Surface-Enhanced Raman Scattering of DNA Origami-templated Metamolecules. Nano Lett. 2020, 20, 3155–3159. [Google Scholar] [CrossRef]
- Oh, J.-W.; Lim, D.-K.; Kim, G.-H.; Suh, Y.D.; Nam, J.-M. Thiolated DNA-Based Chemistry and Control in the Structure and Optical Properties of Plasmonic Nanoparticles with Ultrasmall Interior Nanogap. J. Am. Chem. Soc. 2014, 136, 14052–14059. [Google Scholar] [CrossRef]
- Lim, D.K.; Jeon, K.S.; Hwang, J.H.; Kim, H.; Kwon, S.; Suh, Y.D.; Nam, J.M. Highly uniform and reproducible surface-enhanced Raman scattering from DNA-tailorable nanoparticles with 1-nm interior gap. Nat. Nanotechnol. 2011, 6, 452–460. [Google Scholar] [CrossRef] [PubMed]
- Pazos-Perez, N.; Fitzgerald, J.M.; Giannini, V.; Guerrini, L.; Alvarez-Puebla, R.A. Modular assembly of plasmonic core–satellite structures as highly brilliant SERS-encoded nanoparticles. Nanoscale Adv. 2019, 1, 122–131. [Google Scholar] [CrossRef] [Green Version]
- Pazos-Perez, N.; Wagner, C.S.; Romo-Herrera, J.M.; Liz-Marzan, L.M.; De Abajo, F.J.G.; Wittemann, A.; Fery, A.; Alvarez-Puebla, R.A. Organized Plasmonic Clusters with High Coordination Number and Extraordinary Enhancement in Surface-Enhanced Raman Scattering (SERS). Angew. Chem. Int. Ed. 2012, 51, 12688–12693. [Google Scholar] [CrossRef] [PubMed] [Green Version]
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Calderon, I.; Guerrini, L.; Alvarez-Puebla, R.A. Targets and Tools: Nucleic Acids for Surface-Enhanced Raman Spectroscopy. Biosensors 2021, 11, 230. https://doi.org/10.3390/bios11070230
Calderon I, Guerrini L, Alvarez-Puebla RA. Targets and Tools: Nucleic Acids for Surface-Enhanced Raman Spectroscopy. Biosensors. 2021; 11(7):230. https://doi.org/10.3390/bios11070230
Chicago/Turabian StyleCalderon, Irene, Luca Guerrini, and Ramon A. Alvarez-Puebla. 2021. "Targets and Tools: Nucleic Acids for Surface-Enhanced Raman Spectroscopy" Biosensors 11, no. 7: 230. https://doi.org/10.3390/bios11070230