Spectroscopic methods for determination of critical micelle concentrations of surfactants; a comprehensive review

References

• Hartland, S. Surface and Interfacial Tension: Measurement, Theory, and Applications; 2004.
   Google Scholar
• Abdeldaim, D. T.; Mansour, F. R. Micelle-Enhanced Flow Injection Analysis. Rev. Anal. Chem. 2018, 37, 20170009. doi:10.1515/revac-2017-0009.
   Web of Science ®Google Scholar
• Bezerra, M. A.; Ferreira da Mata Cerqueira, U. M.; Ferreira, S. L. C.; Novaes, C. G.; Novais, F. C.; Valasques, G. S.; et al. Recent Developments in the Application of Cloud Point Extraction as Procedure for Speciation of Trace Elements. Appl. Spectrosc. Rev. 2021, doi:10.1080/05704928.2021.1916516.
   Web of Science ®Google Scholar
• Tawfik, S. M.; Elmasry, M. R.; Lee, Y. I. Recent Advances on Amphiphilic Polymer-Based Fluorescence Spectroscopic Techniques for Sensing and Imaging. Appl. Spectrosc. Rev. 2019, 54, 204–236. doi:10.1080/05704928.2018.1548356
   Web of Science ®Google Scholar
• Fasciano, J. M.; Mansour, F. R.; Danielson, N. D. Ion-Exclusion High-Performance Liquid Chromatography of Aliphatic Organic Acids Using a Surfactant-Modified C18 Column. J. Chromatogr. Sci. 2016, 54, 1–13. doi:10.1093/chromsci/bmw028.
   PubMed Web of Science ®Google Scholar
• Mansour, F. R.; Arrua, R. D.; Desire, C. T.; Hilder, E. F. Non-Ionic Surface Active Agents as Additives toward a Universal Porogen System for Porous Polymer Monoliths. Anal. Chem. 2021, 93, 2802–2810. doi:10.1021/acs.analchem.0c03889.
   PubMed Web of Science ®Google Scholar
• Mansour, F. R.; Waheed, S.; Paull, B.; Maya, F. Porogens and Porogen Selection in the Preparation of Porous Polymer Monoliths. J. Sep. Sci. 2020, 43, 56–69. doi:10.1002/jssc.201900876.
   PubMed Web of Science ®Google Scholar
• Deodhar, S.; Rohilla, P.; Manivannan, M.; Thampi, S. P.; Basavaraj, M. G. A Robust Method to Determine Critical Micelle Concentration via Spreading Oil Drops on Surfactant Solutions. Langmuir 2020, 36, 8100–8110. doi:10.1021/acs.langmuir.0c00908.
   PubMed Web of Science ®Google Scholar
• Niraula, T. P.; Bhattarai, A.; Chatterjee, S. K. Critical Micelle Concentration of Sodium Dodecyl Sulphate in Pure Water and in Methanol-Water Mixed Solvent Media in Presence and Absence of KCl by Surface Tension and Viscosity Methods. s 2014, 11, 103–112. doi:10.3126/bibechana.v11i0.10388
   Google Scholar
• Al-Hatem, A. A. Effect of Temperature and Alcohol on the Determination of Critical Micelle Concentration of Non- Ionic Surfactants in Magnetic Water. Baghdad Sci. J. 2020, 17, 255–264.
   Web of Science ®Google Scholar
• Yan, S.; Wei, D.; Tang, M.; Shi, C.; Zhang, M.; Yang, Z.; Du, C.; Cui, H.-L. Determination of Critical Micelle Concentrations of Surfactants by Terahertz Time-Domain Spectroscopy. IEEE Trans. THz. Sci. Technol. 2016, 6, 532–540. doi:10.1109/TTHZ.2016.2575450
   Web of Science ®Google Scholar
• Cieśla, J.; Koczańska, M.; Narkiewicz-Michałek, J.; Szymula, M.; Bieganowski, A. Alpha-Tocopherol in CTAB/NaCl Systems — the Light Scattering Studies. J. Mol. Liq. 2017, 233, 15–22. doi:10.1016/j.molliq.2017.02.116
   Web of Science ®Google Scholar
• Ling, J.; Huang, C. Z.; Li, Y. F.; Long, Y. F.; Liao, Q. G. Recent Developments of the Resonance Light Scattering Technique: Technical Evolution, New Probes and Applications. Appl. Spectrosc. Rev. 2007, 42, 177–201. doi:10.1080/05704920601184291
   Web of Science ®Google Scholar
• Scholz, N.; Behnke, T.; Resch-Genger, U. Determination of the Critical Micelle Concentration of Neutral and Ionic Surfactants with Fluorometry, Conductometry, and Surface Tension-A Method Comparison. J. Fluoresc. 2018, 28, 465–476. doi:10.1007/s10895-018-2209-4
   PubMed Web of Science ®Google Scholar
• Cai, L.; Gochin, M.; Liu, K. A Facile Surfactant Critical Micelle Concentration Determination. Chem. Commun. (Camb) 2011, 47, 5527–5529. doi:10.1039/c1cc10605h.
   PubMed Web of Science ®Google Scholar
• Patist, A. Determining Critical Micelle Concentration. In Handbook of Applied Surface and Colloidal Chemistry; K, Holmberg, Ed.; Chichester, England: John Wiley & Sons Ltd, 2002.
   Google Scholar
• Tehrani-Bagha, A. R.; Singh, R. G.; Holmberg, K. Two Organic Dyes by Anionic, Cationic and Nonionic Surfactants. Colloids Surfaces A Physicochem. Eng. Asp. 2013, 417, 133–139. doi:10.1016/j.colsurfa.2012.10.006
   Web of Science ®Google Scholar
• Tahirit, N.; Mindy, L. Determination of Critical Micelle Concentrations Using UV- Visible Spectroscopy. J. High Sch. Res. 2011, 2, 1–6.
   Google Scholar
• Tehrani-Bagha, A. R.; Holmberg, K. Solubilization of Hydrophobic Dyes in Surfactant Solutions. Materials (Basel) 2013, 6, 580–608. doi:10.3390/ma6020580.
   PubMed Web of Science ®Google Scholar
• Edbey, K.; Bader, N.; Eltaboni, F.; Elabidi, A.; Albaba, S.; Ahmed, M. Conductometric and Spectrophotometric Study of the Interaction of Methyl Violet with Sodium Dodecyl Sulfate. IRJPAC 2015, 9, 1–7. doi:10.9734/IRJPAC/2015/19603
   Google Scholar
• Dominguez, A.; Fernandez, A.; Gonzalez, N.; Iglesias, E.; Montenegro, L. Determination of Critical Micelle Concentration of Some Surfactants by Three Techniques. J. Chem. Educ. 1997, 74, 1227. doi:10.1021/ed074p1227
   Web of Science ®Google Scholar
• Oakes, J.; Gratton, P. Solubilisation of Dyes by Surfactant Micelles. Part 1; Molecular Interactions of Azo Dyes with Nonionic and Anionic Surfactants. Coloration Technol. 2003, 119, 91–99. doi:10.1111/j.1478-4408.2003.tb00156.x
   Web of Science ®Google Scholar
• Mabrouk, M.; Hamed, N. A.; Mansour, F. R. Simple Spectrophotometric Method to Measure Surfactant CMC by Employing the Optical Properties of Curcumin’s Tautomers. J. Chem. Educ. 2021, 98, 10.1021/acs.jchemed.1c00242.
   Web of Science ®Google Scholar
• Petcu, A. R.; Rogozea, E. A.; Lazar, C. A.; Olteanu, N. L.; Meghea, A.; Mihaly, M. Specific Interactions within Micelle Microenvironment in Different Charged Dye/Surfactant Systems. Arab. J. Chem. 2016, 9, 9–17. doi:10.1016/j.arabjc.2015.09.009
   Web of Science ®Google Scholar
• García-Río, L.; Hervella, P.; Mejuto, J. C.; Parajó, M. Spectroscopic and Kinetic Investigation of the Interaction between Crystal Violet and Sodium Dodecylsulfate. Chem. Phys. 2007, 335, 164–176. doi:10.1016/j.chemphys.2007.04.006
   Web of Science ®Google Scholar
• Fendler, J. Catalysis in Micellar and Macromolecular Systems. London,UK: Academic Press, Inc., 2012, doi:10.1016/b978-0-12-252850-7.x5001-1.
   Google Scholar
• Bielska, M.; Sobczyńska, A.; Prochaska, K. Dye-Surfactant Interaction in Aqueous Solutions. Dye. Pigment 2009, 80, 201–205. doi:10.1016/j.dyepig.2008.05.009
   Web of Science ®Google Scholar
• Irfan, M.; Usman, M.; Mansha, A.; Rasool, N.; Ibrahim, M.; Rana, U. A.; Siddiq, M.; Zia-Ul-Haq, M.; Jaafar, H. Z. E.; Khan, S. U.-D. Thermodynamic and Spectroscopic Investigation of Interactions between Reactive Red 223 and Reactive Orange 122 Anionic Dyes and Cetyltrimethyl Ammonium Bromide (CTAB) Cationic Surfactant in Aqueous Solution. ScientificWorld J. 2014, 2014, 540975–540547. doi:10.1155/2014/540975.
   PubMedGoogle Scholar
• Hosseinzadeh, R.; Maleki, R.; Matin, A. A.; Nikkhahi, Y. Spectrophotometric Study of Anionic Azo-Dye Light Yellow (X6G) Interaction with Surfactants and Its Micellar Solubilization in Cationic Surfactant Micelles. Spectrochim. Acta A. Mol. Biomol. Spectrosc. 2008, 69, 1183–1187. doi:10.1016/j.saa.2007.06.022.
   PubMed Web of Science ®Google Scholar
• Akbaş, H.; Taner, T. Spectroscopic Studies of Interactions between C.I. Reactive Orange 16 with Alkyltrimethylammonium Bromide Surfactants. Spectrochim. Acta A. Mol. Biomol. Spectrosc. 2009, 73, 150–153. doi:10.1016/j.saa.2009.02.018.
   PubMed Web of Science ®Google Scholar
• Haq, N. U.; Usman, M.; Mansha, A.; Rashid, M. A.; Munir, M.; Rana, U. A. Solubilization of Reactive Blue 19 by the Micelles of Cationic Surfactant Cetyltrimethyl Ammonium Bromide (CTAB). J. Mol. Liq. 2014, 196, 264–269. doi:10.1016/j.molliq.2014.03.038
   Web of Science ®Google Scholar
• Sabaté, R.; Gallardo, M.; Estelrich, J. Location of Pinacyanol in Micellar Solutions of N-Alkyl Trimethylammonium Bromide Surfactants. J. Colloid Interface Sci. 2001, 233, 205–210. doi:10.1006/jcis.2000.7247.
   PubMed Web of Science ®Google Scholar
• Khamis, M.; Bulos, B.; Jumean, F.; Manassra, A.; Dakiky, M. Azo Dyes Interactions with Surfactants. Determination of the Critical Micelle Concentration from Acid-Base Equilibrium. Dye. Pigment 2005, 66, 179–183. doi:10.1016/j.dyepig.2004.09.012
   Web of Science ®Google Scholar
• Garra, P.; Fouassier, J. P.; Lakhdar, S.; Yagci, Y.; Lalevée, J. Visible Light Photoinitiating Systems by Charge Transfer Complexes: Photochemistry without Dyes. Prog. Polym. Sci. 2020, 107, 101277. doi:10.1016/j.progpolymsci.2020.101277
   Web of Science ®Google Scholar
• Hait, S. K.; Moulik, S. P. Determination of Critical Micelle Concentration (CMC) of Nonionic Surfactants by Donor-Acceptor Interaction with Iodine and Correlation of CMC with Hydrophile-Lipophile Balance and Other Parameters of the Surfactants. J. Surfact. Deterg. 2001, 4, 303–309. doi:10.1007/s11743-001-0184-2
   Web of Science ®Google Scholar
• Rohatgi-Mukherjee, K.; Bhattacharya, S.; Bhowmik, B. Charge Transfer Interaction of Micelle & Reversed Micelle of Triton X-100 with Iodine. Indian J. Chem. Section A 1983, 22, 911–913.
   Google Scholar
• Fu, J.; Cai, Z.; Gong, Y.; O’Reilly, S. E.; Hao, X.; Zhao, D. A New Technique for Determining Critical Micelle Concentrations of Surfactants and Oil Dispersants via UV Absorbance of Pyrene. Colloids Surfaces A Physicochem. Eng. Asp. 2015, 484, 1–8. doi:10.1016/j.colsurfa.2015.07.039
   Web of Science ®Google Scholar
• Canton-Vitoria, R.; Sayed-Ahmad-Baraza, Y.; Pelaez-Fernandez, M.; Arenal, R.; Bittencourt, C.; Ewels, C. P. Functionalization of MoS2 with 1,2-Dithiolanes: Toward Donor-Acceptor Nanohybrids for Energy Conversion. npj 2D Mater. Appl. 2017, 1, 13–21. doi:10.1038/s41699-017-0012-8.
   Web of Science ®Google Scholar
• Basu Ray, G.; Chakraborty, I.; Moulik, S. P. Pyrene Absorption Can Be a Convenient Method for Probing Critical Micellar Concentration (Cmc) and Indexing Micellar Polarity. J. Colloid Interface Sci. 2006, 294, 248–254. doi:10.1016/j.jcis.2005.07.006.
   PubMed Web of Science ®Google Scholar
• Masrat, R.; Maswal, M.; Dar, A. A. Competitive Solubilization of Naphthalene and Pyrene in Various Micellar Systems. J. Hazard. Mater. 2013, 244-245, 662–670. doi:10.1016/j.jhazmat.2012.10.057.
   PubMed Web of Science ®Google Scholar
• Tanhaei, B.; Saghatoleslami, N.; Chenar, M. P.; Ayati, A.; Hesampour, M.; Mänttäri, M. Experimental Study of CMC Evaluation in Single and Mixed Surfactant Systems, Using the UV-Vis Spectroscopic Method. J. Surfact. Deterg. 2013, 16, 357–362. doi:10.1007/s11743-012-1403-7
   Web of Science ®Google Scholar
• Liu, L.; Sun, C.; Yang, J.; Shi, Y.; Long, Y.; Zheng, H. Fluorescein as a Visible-Light-Induced Oxidase Mimic for Signal-Amplified Colorimetric Assay of Carboxylesterase by an Enzymatic Cascade Reaction. Chemistry 2018, 24, 6148–6154. doi:10.1002/chem.201705980.
   PubMed Web of Science ®Google Scholar
• Wei, Z.; Yi, D.; Hu, X.; Sun, C.; Long, Y.; Zheng, H. Determining the Critical Micelle Concentrations of Cationic Surfactants Based on the Visible-Light-Induced Oxidase-like Activity of Fluorescein. Colloids Surfaces A Physicochem. Eng. Asp. 2020,  595, 124698. doi:10.1016/j.colsurfa.2020.124698.
   Web of Science ®Google Scholar
• Ravindran, A.; Mani, V.; Chandrasekaran, N.; Mukherjee, A. Selective Colorimetric Sensing of Cysteine in Aqueous Solutions Using Silver Nanoparticles in the Presence of Cr³+. Talanta 2011, 85, 533–540. doi:10.1016/j.talanta.2011.04.031.
   PubMed Web of Science ®Google Scholar
• Yu, H. W.; Halonen, M. J.; Pepper, I. L. Immunological Methods. In Environmental Microbiology. 3rd ed. San Diego, CA, USA: Elsevier, 2015; pp 245–269. doi:10.1016/B978-0-12-394626-3.00012-0.
   Google Scholar
• Zhu, X.; Gao, T. Spectrometry. In Nano-Inspired Biosensors for Protein Assay with Clinical Applications. Amsterdam, Netherlands: Elsevier, 2018; pp 237–264. doi:10.1016/B978-0-12-815053-5.00010-6
   Google Scholar
• Walt, D. R.; Biran, I.; Mandal, T. K. Fiber-Optic Chemical Sensors. In Encyclopedia of Physical Science and Technology. Academic Press, Inc.: London, UK, 2003; pp 803–829. doi:10.1016/B0-12-227410-5/00954-6.
   Google Scholar
• Ravindran, A.; Singh, A.; Raichur, A. M.; Chandrasekaran, N.; Mukherjee, A. Studies on Interaction of Colloidal Ag Nanoparticles with Bovine Serum Albumin (BSA). Colloids Surf. B Biointerfaces 2010, 76, 32–37. doi:10.1016/j.colsurfb.2009.10.005.
   PubMed Web of Science ®Google Scholar
• Karimi, M. A.; Mozaheb, M. A.; Hatefi-Mehrjardi, A.; Tavallali, H.; Attaran, A. M.; Shamsi, R. A New Simple Method for Determining the Critical Micelle Concentration of Surfactants Using Surface Plasmon Resonance of Silver Nanoparticles. J. Anal. Sci. Technol. 2015, 6, 4–11. doi:10.1186/s40543-015-0077-y.
   Google Scholar
• Salem, J. K.; El-Nahhal, I. M.; Najri, B. A.; Hammad, T. M. Utilization of Surface Plasmon Resonance Band of Silver Nanoparticles for Determination of Critical Micelle Concentration of Cationic Surfactants. Chem. Phys. Lett. 2016, 664, 154–158. doi:10.1016/j.cplett.2016.10.025
   Web of Science ®Google Scholar
• Salem, J. K.; El-Nahhal, I. M.; Najri, B. A.; Hammad, T. M.; Kodeh, F. Effect of Anionic Surfactants on the Surface Plasmon Resonance Band of Silver Nanoparticles: Determination of Critical Micelle Concentration. J. Mol. Liq. 2016, 223, 771–774. doi:10.1016/j.molliq.2016.09.014
   Web of Science ®Google Scholar
• Kneipp, K.; Kneipp, H.; Itzkan, I.; Dasari, R. R.; Feld, M. S. Surface-Enhanced Raman Scattering and Biophysics. J. Phys. Condens. Matter 2002, 14, R597–R624. doi:10.1088/0953-8984/14/18/202
   Web of Science ®Google Scholar
• Mathioudakis, G. N.; Soto Beobide, A.; Bokias, G.; Koutsoukos, P. G.; Voyiatzis, G. A. Surface‐Enhanced Raman Scattering as a Tool to Study Cationic Surfactants Exhibiting Low Critical Micelle Concentration. J. Raman Spectrosc. 2020, 51, 452–460. doi:10.1002/jrs.5798
   Web of Science ®Google Scholar
• Shrestha, Y. K.; Yan, F. Determination of Critical Micelle Concentration of Cationic Surfactants by Surface-Enhanced Raman Scattering. RSC Adv. 2014, 4, 37274–37277. doi:10.1039/C4RA05516K
   Web of Science ®Google Scholar
• Tamamushi, B. I.; Shinoda, K.; Nakagawa, T.; Isemura, T. Colloidal surfactants : some physicochemical properties.; 1963.
   Google Scholar
• Yu, D.; Huang, F.; Xu, H. Determination of Critical Concentrations by Synchronous Fluorescence Spectrometry. Anal. Methods 2012, 4, 47–49. doi:10.1039/C1AY05495C
   Web of Science ®Google Scholar
• Jaiswal, S.; Mondal, R.; Paul, D.; Mukherjee, S. Investigating the Micellization of the triton-X Surfactants: A Non-Invasive Fluorometric and Calorimetric Approach. Chem. Phys. Lett. 2016, 646, 18–24. doi:10.1016/j.cplett.2015.12.051
   Web of Science ®Google Scholar
• Anand, U.; Jash, C.; Mukherjee, S. Spectroscopic Determination of Critical Micelle Concentration in Aqueous and Non-Aqueous Media Using a Non-Invasive Method. J. Colloid Interface Sci. 2011, 364, 400–406. doi:10.1016/j.jcis.2011.08.047.
   PubMed Web of Science ®Google Scholar
• Karumbamkandathil, A.; Ghosh, S.; Anand, U.; Saha, P.; Mukherjee, M.; Mukherjee, S. Micelles of Benzethonium Chloride Undergoes Spherical to Cylindrical Shape Transformation: An Intrinsic Fluorescence and Calorimetric Approach. Chem. Phys. Lett. 2014, 593, 115–121. doi:10.1016/j.cplett.2014.01.005
   Web of Science ®Google Scholar
• Sarkar, I.; Mishra, A. K. Tagged Bio-Molecules and Their Applications: A Brief Review. Appl. Spectrosc. Rev. 2018, 53, 552–601. doi:10.1080/05704928.2017.1376680
   Web of Science ®Google Scholar
• Cai, X.; Yang, W.; Huang, L.; Zhu, Q.; Liu, S. A Series of Sensitive and Visible Fluorescence-Turn-on Probes for CMC of Ionic Surfactants: Design, Synthesis, Structure Influence on CMC and Sensitivity, and Fast Detection via a Plate Reader and a UV Light. Sens. Actuators B Chem. 2015, 219, 251–260. doi:10.1016/j.snb.2015.04.126
   Web of Science ®Google Scholar
• Zhu, Q.; Huang, L.; Su, J.; Liu, S. A Sensitive and Visible Fluorescence-Turn-on Probe for the CMC Determination of Ionic Surfactants. Chem. Commun. (Camb) 2014, 50, 1107–1109. doi:10.1039/C3CC45244A.
   PubMed Web of Science ®Google Scholar
• Wu, S.; Liang, F.; Hu, D.; Li, H.; Yang, W.; Zhu, Q. Determining the Critical Micelle Concentration of Surfactants by a Simple and Fast Titration Method. Anal. Chem. 2020, 92, 4259–4265. doi:10.1021/acs.analchem.9b04638.
   PubMed Web of Science ®Google Scholar
• Li, H.; Hu, D.; Liang, F.; Huang, X.; Zhu, Q. Influence Factors on the Critical Micelle Concentration Determination Using Pyrene as a Probe and a Simple Method of Preparing Samples. R Soc. Open Sci. 2020, 7, 192092. doi:10.1098/rsos.192092.
   PubMed Web of Science ®Google Scholar
• Halder, M.; Datta, S.; Bolel, P.; Mahapatra, N.; Panja, S.; Vardhan, H.; Kayal, S.; Khatua, D. K.; Das, I. Reorganization Energy and Stokes Shift Calculations from Spectral Data as New Efficient Approaches in Distinguishing the End Point of Micellization/Aggregation. Anal. Methods 2016, 8, 2805–2811. doi:10.1039/C5AY02982A
   Web of Science ®Google Scholar
• Chakraborty, T.; Chakraborty, I.; Ghosh, S. The Methods of Determination of Critical Micellar Concentrations of the Amphiphilic Systems in Aqueous Medium. Arab. J. Chem 2011, 4, 265–270. doi:10.1016/j.arabjc.2010.06.045
   Web of Science ®Google Scholar
• Martins, R. M.; Silva, C. A.; Becker, C.; Samios, D.; Bica, C. I. D.; Christoff, M. Studies on Anionic Surfactant Structure in the Aggregation with (Hydroxypropyl)Cellulose. Polímeros 2002, 12, 109–114. doi:10.1590/S0104-14282002000200010
   Google Scholar
• Piñeiro, L.; Novo, M.; Al-Soufi, W. Fluorescence Emission of Pyrene in Surfactant solutions. Adv. Colloid Interface Sci. 2015, 215, 1–12. doi:10.1016/j.cis.2014.10.010.
   PubMed Web of Science ®Google Scholar
• Aguiar, J.; Carpena, P.; Molina-Bolı́var, J. A.;.; Carnero Ruiz, C. On the Determination of the Critical Micelle Concentration by the Pyrene 1:3 Ratio Method. J. Colloid Interface Sci. 2003, 258, 116–122. doi:10.1016/S0021-9797(02)00082-6
   Web of Science ®Google Scholar
• Mohr, A.; Talbiersky, P.; Korth, H.-G.; Sustmann, R.; Boese, R.; Bläser, D.; Rehage, H. A New Pyrene-Based Fluorescent Probe for the Determination of Critical Micelle Concentrations. J. Phys. Chem. B. 2007, 111, 12985–12992. doi:10.1021/jp0731497.
   PubMed Web of Science ®Google Scholar
• Salem, J. K.; El-Nahhal, I. M.; Salama, S. F. Determination of the Critical Micelle Concentration by Absorbance and Fluorescence Techniques Using Fluorescein Probe. Chem. Phys. Lett. 2019, 730, 445–450. doi:10.1016/j.cplett.2019.06.038.
   Web of Science ®Google Scholar
• Prazeres, T. J. V.; Beija, M.; Fernandes, F. V.; Marcelino, P. G. A.; Farinha, J. P. S.; Martinho, J. M. G. Determination of the Critical Micelle Concentration of Surfactants and Amphiphilic Block Copolymers Using Coumarin 153. Inorganica Chim. Acta 2012, 381, 181–187. doi:10.1016/j.ica.2011.09.013
   Web of Science ®Google Scholar
• Jumpertz, T.; Tschapek, B.; Infed, N.; Smits, S. H. J.; Ernst, R.; Schmitt, L. High-Throughput Evaluation of the Critical Micelle Concentration of Detergents. Anal. Biochem. 2011, 408, 64–70. doi:10.1016/j.ab.2010.09.011.
   PubMed Web of Science ®Google Scholar
• Mondal, S.; Ghosh, S. Role of Curcumin on the Determination of the Critical Micellar Concentration by Absorbance, Fluorescence and Fluorescence Anisotropy Techniques. J. Photochem. Photobiol. B. 2012, 115, 9–15. doi:10.1016/j.jphotobiol.2012.06.004.
   PubMed Web of Science ®Google Scholar
• Romani, A. P.; Machado, A. E. d H.; Hioka, N.; Severino, D.; Baptista, M. S.; Codognoto, L.; Rodrigues, M. R.; de Oliveira, H. P. M. Spectrofluorimetric Determination of Second Critical Micellar Concentration of SDS and SDS/Brij 30 Systems. J. Fluoresc. 2009, 19, 327–332. doi:10.1007/s10895-008-0420-4.
   PubMed Web of Science ®Google Scholar
• Nakahara, Y.; Kida, T.; Nakatsuji, Y.; Akashi, M. New Fluorescence Method for the Determination of the Critical Micelle Concentration by Photosensitive Monoazacryptand Derivatives. Langmuir 2005, 21, 6688–6695. doi:10.1021/la050206j
   PubMed Web of Science ®Google Scholar
• Sun, L.; Hao, D.; Zhang, P.; Qian, Z.; Shen, W.; Shao, T.; Zhu, C. Indication of Critical Micelle Concentration of Nonionic Surfactants with Large Emission Change Using Water-Soluble Conjugated Polymer as Molecular Light Switch. J. Lumin. 2013, 134, 260–265. doi:10.1016/j.jlumin.2012.08.035
   Web of Science ®Google Scholar
• Da Hora Machado, A. E.; Moisés de Oliveira, H. P.; Dos Santos, L. M.; Oliveira Alves, H.; Alves Machado, W.; Pontes Caixeta, B. Determination of the Critical Micelle Concentration of Triton X-100 Using the Compound 3-(Benzoxazol-2-yl)-7-(N,N-Diethylamino)Chromen-2-One as Fluorescent Probe. Orbital Electron. J. Chem. 2016, 8, 329–333. doi:10.17807/orbital.v0i0.923.
   Web of Science ®Google Scholar
• Sarkar, P.; Chattopadhyay, A. Dipolar Rearrangement during Micellization Explored Using a Potential-Sensitive Fluorescent Probe. Chem. Phys. Lipids. 2015, 191, 91–95. doi:10.1016/j.chemphyslip.2015.08.016.
   PubMed Web of Science ®Google Scholar
• Thorsteinsson, M. V.; Richter, J.; Lee, A. L.; DePhillips, P. 5-Dodecanoylaminofluorescein as a Probe for the Determination of Critical Micelle Concentration of Detergents Using Fluorescence Anisotropy. Anal. Biochem. 2005, 340, 220–225. doi:10.1016/j.ab.2005.01.006.
   PubMed Web of Science ®Google Scholar
• Zhang, X.; Jackson, J. K.; Burt, H. M. Determination of Surfactant Critical Micelle Concentration by a Novel Fluorescence Depolarization Technique. J. Biochem. Biophys. Methods. 1996, 31, 145–150. doi:10.1016/0165-022X(95)00032-M
   PubMedGoogle Scholar
• Held, P. Rapid Critical Micelle Concentration (CMC) Determination Using Fluorescence Polarization.   Available online: http://www.biotek.com/resources/articles/cmc_determination_using_fluorescence_polarization.html (accessed on 20 July 2021)
   Google Scholar
• Ghosh, S.; Mondal, S.; Das, S.; Biswas, R. Spectroscopic Investigation of Interaction between Crystal Violet and Various Surfactants (Cationic, Anionic, Nonionic and Gemini) in Aqueous Solution. Fluid Phase Equilib. 2012, 332, 1–6. doi:10.1016/j.fluid.2012.06.019
   Web of Science ®Google Scholar
• Kumbhakar, M.; Nath, S.; Mukherjee, T.; Pal, H. Solvation Dynamics in triton-X-100 and triton-X-165 Micelles: Effect of Micellar Size and Hydration. J. Chem. Phys. 2004, 121, 6026–6033. doi:10.1063/1.1784774.
   PubMed Web of Science ®Google Scholar
• Lavkush Bhaisare, M.; Pandey, S.; Shahnawaz Khan, M.; Talib, A.; Wu, H. F. Fluorophotometric Determination of Critical Micelle Concentration (CMC) of Ionic and Non-Ionic Surfactants with Carbon Dots via Stokes Shift. Talanta 2015, 132, 572–578. doi:10.1016/j.talanta.2014.09.011.
   PubMed Web of Science ®Google Scholar
• Nakahara, Y.; Kida, T.; Nakatsuji, Y.; Akashi, M. Fluorometric Sensing of Alkali Metal and Alkaline Earth Metal Cations by Novel Photosensitive Monoazacryptand Derivatives in Aqueous Micellar Solutions. Org. Biomol. Chem. 2005, 3, 1787–1794. doi:10.1039/b501233c.
   PubMed Web of Science ®Google Scholar
• Topel, Ö.; Çakir, B. A.; Budama, L.; Hoda, N. Determination of Critical Micelle Concentration of Polybutadiene-Block- Poly(Ethyleneoxide) Diblock Copolymer by Fluorescence Spectroscopy and Dynamic Light Scattering. J. Mol. Liq. 2013, 177, 40–43. doi:10.1016/j.molliq.2012.10.013
   Web of Science ®Google Scholar
• Mitsionis, A. I.; Vaimakis, T. C. Estimation of AOT and SDS CMC in a Methanol Using Conductometry, Viscometry and Pyrene Fluorescence Spectroscopy Methods. Chem. Phys. Lett. 2012, 547, 110–113. doi:10.1016/j.cplett.2012.07.059
   Web of Science ®Google Scholar
• Dubey, N. CTAB Aggregation in Solutions of Higher Alcohols: Thermodynamic and Spectroscopic Studies. J. Mol. Liq. 2013, 184, 60–67. doi:10.1016/j.molliq.2013.04.022
   Web of Science ®Google Scholar
• Hsu, C.-H.; Shau, S.-M.; Jeng, R.-J.; Chiu, H.-C.; Dai, S. A.; Conte, E. D.; Suen, S.-Y. Determination of Critical Micelle Concentration of Dendritic Surfactant Synthesized via a Selective Ring-Opening Addition Reaction. Microchem. J. 2013, 110, 48–53. doi:10.1016/j.microc.2013.02.002
   Web of Science ®Google Scholar
• Acharya, K. R.; Bhattacharya, S. C.; Moulik, S. P. Effects of Urea and Thiourea on the Absorption and Fluorescence Behaviours of the Dye Safranine T in Micellar Medium. J. Mol. Liq. 2000, 87, 85–96. doi:10.1016/S0167-7322(00)00130-6
   Web of Science ®Google Scholar
• Singh, M. Simultaneous Study of Interfacial Tension, Surface Tension, and Viscosity of Few Surfactant Solutions with Survismeter. Surf. Interface Anal. 2008, 40, 1344–1349. doi:10.1002/sia.2900
   Web of Science ®Google Scholar
• Liu, X.; Yu, Q.; Song, A.; Dong, S.; Hao, J. Progress in Nuclear Magnetic Resonance Studies of Surfactant Systems. Curr. Opin. Colloid Interface Sci. 2020, 45, 14–27. doi:10.1016/j.cocis.2019.10.006
   Web of Science ®Google Scholar
• Aswal, V. K.; Goyal, P. S. Small-Angle Neutron Scattering from Micellar Solutions. Indian Acad. Sci. 2004, 63, 65–72.
   Google Scholar
• Smith, G. N.; Brown, P.; Rogers, S. E.; Eastoe, J. Evidence for a Critical Micelle Concentration of Surfactants in Hydrocarbon Solvents. Langmuir 2013, 29, 3252–3258. doi:10.1021/la400117s.
   PubMed Web of Science ®Google Scholar
• Magnus Bergström, L.; Garamus, V. M. Structural Behaviour of Mixed Cationic Surfactant Micelles: A Small-Angle Neutron Scattering Study. J. Colloid Interface Sci. 2012, 381, 89–99. doi:10.1016/j.jcis.2012.05.015.
   PubMed Web of Science ®Google Scholar
• Rahal, S.; Hadidi, N.; Hamadache, M. In Silico Prediction of Critical Micelle Concentration (CMC) of Classic and Extended Anionic Surfactants from Their Molecular Structural Descriptors. Arab. J. Sci. Eng. 2020, 45, 7445–7454. doi:10.1007/s13369-020-04598-0
   Google Scholar
• Baghban, A.; Sasanipour, J.; Sarafbidabad, M.; Piri, A.; Razavi, R. On the Prediction of Critical Micelle Concentration for Sugar-Based Non-Ionic Surfactants. Chem. Phys. Lipids. 2018, 214, 46–57. doi:10.1016/j.chemphyslip.2018.05.008.
   PubMed Web of Science ®Google Scholar
• Gaudin, T.; Rotureau, P.; Pezron, I.; Fayet, G. Investigating the Impact of Sugar-Based Surfactants Structure on Surface Tension at Critical Micelle Concentration with Structure-Property Relationships. J. Colloid Interface Sci. 2018, 516, 162–171. doi:10.1016/j.jcis.2018.01.051.
   PubMed Web of Science ®Google Scholar
• Jiao, L.; Wang, Y.; Qu, L.; Xue, Z.; Ge, Y.; Liu, H.; Lei, B.; Gao, Q.; Li, M. Hologram QSAR Study on the Critical Micelle Concentration of Gemini Surfactants. Colloids Surfaces A Physicochem. Eng. Asp. 2020, 586, 124226. doi:10.1016/j.colsurfa.2019.124226
   Web of Science ®Google Scholar
• Mozrzymas, A. On the Hydrophobic Chains Effect on Critical Micelle Concentration of Cationic Gemini Surfactants Using Molecular Connectivity Indices. Monatsh. Chem. 2020, 151, 525–531. doi:10.1007/s00706-020-02581-x
   Web of Science ®Google Scholar
• Setiawan, E.; Mudasir, M.; Wijaya, K. QSPR Models for Predicting Critical Micelle Concentration of Gemini Cationic Surfactants Combining Machine-Learning Methods and Molecular Descriptors. ChemRxiv 2020, doi:10.26434/chemrxiv.11626068.
   Google Scholar
• Setiawan, E.; Mudasir; Wijaya, K. Application of Quantitative Structure-Property Relationship (QSPR) Models for the Predictions of Critical Micelle Concentration of Gemini Imidazolium Surfactants. IOP Conf. Ser. Mater. Sci. Eng. 2020, 742, 12022. doi:10.1088/1757-899X/742/1/012022.
   Google Scholar
• Wang, Y.; Yan, F.; Jia, Q.; Wang, Q. Quantitative Structure-Property Relationship for Critical Micelles Concentration of Sugar-Based Surfactants Using Norm Indexes. J. Mol. Liq. 2018, 253, 205–210. doi:10.1016/j.molliq.2018.01.037
   Web of Science ®Google Scholar
• Santos, A. P.; Panagiotopoulos, A. Z. Determination of the Critical Micelle Concentration in Simulations of Surfactant Systems. J. Chem. Phys. 2016, 144, 044709. doi:10.1063/1.4940687
   PubMed Web of Science ®Google Scholar
• Huibers, P. D. T.; Lobanov, V. S.; Katritzky, A. R.; Shah, D. O.; Karelson, M. Prediction of Critical Micelle Concentration Using a Quantitative Structure-Property Relationship Approach. 1. Nonionic Surfactants. Langmuir 1996, 12, 1462–1470. doi:10.1021/la950581j
   Web of Science ®Google Scholar
• Mozrzymas, A.; Różycka-Roszak, B. Prediction of Critical Micelle Concentration of Cationic Surfactants Using Connectivity Indices. J. Math. Chem. 2011, 49, 276–289. doi:10.1007/s10910-010-9738-7
   Web of Science ®Google Scholar
• Karakashev, S. I.; Smoukov, S. K. CMC Prediction for Ionic Surfactants in Pure Water and Aqueous Salt Solutions Based Solely on Tabulated Molecular Parameters. J. Colloid Interface Sci. 2017, 501, 142–149. doi:10.1016/j.jcis.2017.04.046.
   PubMed Web of Science ®Google Scholar