Abstract

Time-resolved second harmonic generation (SHG) spectroscopy is used to investigate acetaminophen (APAP)-induced changes in the adsorption and transport properties of malachite green isothiocyanate (MGITC) dye to the surface of unilamellar 1,2-dioleoyl-sn-glycero-3-phosphocholine (DOPC) liposomes in an aqueous colloidal suspension. The adsorption of MGITC to DOPC liposome nanoparticles in water is driven by electrostatic and dipole–dipole interactions between the positively charged MGITC molecules and the zwitterionic phospholipid membranes. The SHG intensity increases as the added MGITC dye concentration is increased, reaching a maximum as the MGITC adsorbate at the DOPC bilayer interface approaches a saturation value. The experimental adsorption isotherms are fit using the modified Langmuir model to obtain the adsorption free energies, adsorption equilibrium constants, and the adsorbate site densities to the DOPC liposomes both with and without APAP. The addition of APAP is shown to increase MGITC adsorption to the liposome interface, resulting in a larger adsorption equilibrium constant and a higher adsorption site density. The MGITC transport times are also measured, showing that APAP decreases the transport rate across the DOPC liposome bilayer, especially at higher MGITC concentrations. Studying molecular interactions at the colloidal liposome interface using SHG spectroscopy provides a detailed foundation for developing potential liposome-based drug-delivery systems.
Introduction
Liposomes are closed spherical vesicles consisting of one or more phospholipid bilayers in which drug molecules can be stored.1,2 Liposomes are also considered as cell-membrane mimics because they can be composed of the same phospholipids found in the plasma membranes of cells.3−7 Because of their excellent biocompatibility, liposomes are used in several biomedical applications including drug delivery, gene therapy, and vaccine delivery where these phospholipid vesicles can encapsulate hydrophobic or hydrophilic biomolecular cargo.8−12 Computational and experimental investigations of translocations of drug-like molecules through biological membranes are crucial for designing different drug-delivery systems.13 Moreover, studying the adsorption and transport properties of drug-like molecules through a phospholipid bilayer in the presence of other drug molecules gives key information on potential drug–drug interactions, where one drug can interact with another drug to change its safety or effectiveness in living organisms.14−16
Several examples highlight the growing role of liposome systems for drug-delivery applications as a subset of nanomedicine.17,18 Recently, lectin-conjugated liposomes were used as biocompatible and bioadhesive drug carriers to encapsulate various classes of drug molecules for rapid binding to oral epithelial cells on the timescale of minutes, as well as for sustained drug release on the timescale of days.19 In another study, different types of azithromycin-loaded liposomes were investigated for treatment of skin infections caused by methicillin-resistant Staphylococcus aureus strains.20 The incorporation of two drugs, daunorubicin and 6-mercaptopurine, into liposomes demonstrated improved chemotherapeutic applications in the treatment of leukemia.21 The interactions between these drugs in solution and inside the liposomes were monitored spectroscopically after phospholipase-mediated liposome lysis, showing a synergistic effect in cell culture studies resulting in increased effectiveness and decreased cytotoxicity.21 Additionally, lipid nanoparticle formulations are currently being used for encapsulation and targeted delivery of spike-protein mRNA in COVID-19 vaccines, such as the Pfizer and Moderna vaccines, that are being widely administered for combating the ongoing global pandemic.22−24 Both the Pfizer and Moderna COVID-19 vaccines utilize lipid nanoparticles composed of 1,2-distearoyl-sn-glycero-3-phosphocholine phospholipids, which is closely related to 1,2-dioleoyl-sn-glycero-3-phosphocholine (DOPC) both chemically and structurally. Understanding potential drug–drug interactions at lipid bilayer interfaces is crucial in the further development of liposome-based and lipid nanoparticle-based drug-delivery applications, especially for ensuring the overall safety and effectiveness of these powerful emerging nanomedicine technologies.
In our previous work, time-resolved second harmonic generation (SHG) spectroscopy was used to investigate molecular adsorption and transport kinetics of drug-like organic dye molecules in different types of liposomes prepared in aqueous solution.25−27 In our first study, comparisons of adsorption and transport of malachite green (MG) and methyl green (MetG) dye molecules in 1,2-dioleoyl-sn-glycero-3-phospho-(1′-rac-glycerol) (DOPG), dioleoyl-sn-glycero-3-phospho-l-serine (DOPS), trimethyl quinone-1,2-dioleoyl-sn-glycero-3-phosphoethanolamine (QPADOPE), and DOPC liposomes under different buffer and salt conditions highlighted the influence of several interrelated factors on molecular translocation such as electrostatic interactions, the molecular structures of the lipid headgroups, effects from buffer concentrations, adsorbate–adsorbate repulsions, and ion-pair formation.25 In our second study, time-dependent SHG measurements were combined with molecular dynamics (MD) simulations to elucidate fundamental events associated with adsorption and transport of the small molecular cation, malachite green isothiocyanate (MGITC), in comparison to MG in DOPG, DOPC, DOPS, and QPADOPE colloidal liposomes, focusing on changes due to added chemical functional group isothiocyanate.26 In our group’s most recent work, SHG spectroscopy and MD simulations were used to study molecular adsorption and transport of MG at the surface of DOPG liposomes in water at different temperatures to determine the thermodynamic properties of adsorption enthalpy and adsorption entropy at the bilayer surface.27 In the current study, presented here, we build on our previous work to investigate changes to molecular translocation caused by the presence of a drug molecule acetaminophen (APAP).
APAP, also known as N-acetyl-p-aminophenol and paracetamol, is one of the most commonly used over-the-counter drugs for pain and fever relief. APAP is very safe and effective when used as directed.28−30 However, despite its wide and common analgesic and antipyretic uses, APAP also shows a variety of side effects and toxicities with potential for overdose when used incorrectly. APAP overdose is the most common cause of acute liver failure and the leading cause of chronic liver damage requiring liver transplantation in developed countries.29−31 In animal studies, APAP overdose induced a dramatic change of many phosphatidylcholine and phosphatidylethanolamine species in the plasma membrane of liver cells, resulting in damaged hepatocytes and interference with phospholipid metabolism.32 Studies have shown that APAP can interact with zwitterionic phospholipid bilayers, leading to altered membrane fluidity, rigidity, permeability, and morphology.33−35 Understanding the unique effects of APAP on mammalian cells, particularly related to molecular-level details of the drug’s influences on physicochemical properties of the cell-membrane integrity and fluidity, is important for mitigating potential toxicity and for developing safer therapeutic treatments.33 Additionally, studying changes in molecular adsorption and transport properties of small, drug-like molecular probes with liposome bilayers both with and without added APAP can form the basis for fundamental research on potential drug–drug interactions at cell membranes and in liposome-based drug-delivery applications.
SHG is a powerful, nondestructive, nonlinear spectroscopic technique which can be applied to characterize surfaces and interfaces of colloidal nanoparticles, microparticles, and liposomes.36,37 SHG is a frequency-doubling process where two photons of frequency ω are added coherently to generate a third photon of frequency 2ω.25,38 In the dipole approximation, SHG is forbidden in bulk media with centrosymmetric symmetry, such as in isotropic solutions, while SHG is allowed at surfaces where the symmetry is broken.36,39,40 SHG measurements have been used to investigate freely adsorbing molecules at the surface of colloidal nanoparticles as well as the adsorption and transport kinetics at phospholipid bilayer membranes in liposomes and living cells,25,26,41−45 where most of this research focuses on cationic dyes such MG,25,27,43 MGITC,26 and hemicyanine46 because of their strong SHG signals when adsorbed to the outer membrane surface.42,47 The triphenylmethane dyes of MG, MGITC, and brilliant green also have very low two-photon fluorescence signals because of their ultrafast excited-state relaxation dynamics,48−50 making them excellent SHG-active probes for liposome studies. After adsorption, these molecules can transport through the bilayer membrane and adsorb onto the inner surface of the liposome with an opposite orientation compared to dye molecules on the outer surface.42,46,51 Because the lipid bilayer thickness is approximately 5 nm, which is much smaller than the SHG coherence length, the second harmonic polarizations of the oppositely oriented molecules on the inner and outer surfaces of the membrane effectively cancel resulting in a decrease in SHG intensity.36,47 Therefore, the time-dependent increase and subsequent decrease in the SHG signal provide surface-specific information on the molecular adsorption and transport properties of these SHG-active probe molecules at the liposome bilayer interface.27,41,52 The SHG electric field ESHG generated at frequency 2ω is linearly proportional to the difference in the population of dye molecules on the outer surface N0 and the inner surface Ni and given by the equation,47,53
| 1 |
where Eω is the incident optical electric field at frequency ω. The measured intensity of the SHG signal ISHG at frequency 2ω is given by ISHG = ESHG2.
In this study, SHG spectroscopy is used to monitor the adsorption and transport kinetics of the drug-like dye molecule MGITC in DOPC liposomes in water both with and without added APAP. DOPC is a common phospholipid in mammalian cell membranes and has been used in several drug-delivery applications.54−56 The adsorption of MGITC to DOPC liposomes is driven by electrostatic and dipole–dipole interactions between the positively charged MGITC molecules and the zwitterionic phospholipid membranes.26 Time-resolved SHG signals are used to determine the adsorption equilibrium constants, adsorbate site densities, and molecular transport times, characterizing the detailed molecular interactions with the liposome surface. Additionally, these measurements are repeated after adding APAP to determine corresponding changes to these molecular interactions caused by the presence of this added drug molecule. These surface-sensitive nonlinear optical measurements of molecular adsorption and transport at colloidal liposome interfaces provide a detailed foundation for understanding molecular interactions with phospholipid bilayers and drug–drug interactions for designing safe and effective drug-delivery applications.
Experimental Section
Synthesis and Characterization of Liposomes
The synthesis of large unilamellar vesicles of DOPC liposomes has been previously reported.33 DOPC lyophilized powder, purchased from NOF America Corporation, and APAP powder, purchased from Spectrum Chemical MFG Corp, are dissolved in HPLC-grade chloroform (0.4 mg/mL), purchased from Sigma-Aldrich. After dissolving, the DOPC and APAP are mixed to obtain specific molar ratios of 1:0, using 75 μM DOPC and 0 μM APAP, and 3:1, using 75 μM DOPC and 25 μM APAP. The samples are placed under a nitrogen stream until most of the solvent is evaporated and then placed in a vacuum oven overnight to remove the remaining organic solvent traces. The obtained dry lipid cakes are hydrated with 5 mL of ultrapure water for each sample. The vesicle suspensions then undergo eight freeze–thaw cycles at −20 and 50 °C in 10 min intervals. Finally, the vesicles are extruded using an Avanti Mini-Extruder with 100 nm polycarbonate membranes passing the vesicle suspension 33 times through the membrane to obtain large unilamellar vesicles with diameters of approximately 100 nm. After extrusion, 95 mL of ultrapure water is added to each sample, making a total of 100 mL per sample. The DOPC liposomes are in the fluid phase at ambient temperature, with a transition melting temperature Tm of −16.5 °C where the ordered gel phase changes to the more disordered fluid phase.57 Additional characterization of DOPC liposomes is discussed in the Supporting Information. The molecular structures of DOPC, MGITC, and APAP are also shown in Figure S1.
SHG Setup
The SHG spectroscopy setup has been described previously.25,26,58 Briefly, a titanium:sapphire oscillator laser output centered at 800 nm with 75 fs pulses at a repetition rate of 80 MHz is attenuated to 1 W using a neutral density filter and is focused into a 1 cm quartz cuvette containing the colloidal DOPC liposomes in aqueous solution. The SHG signal is collected in the forward direction and is detected as a function of time using a high-sensitivity spectroscopy charge-coupled device connected to a monochromator spectrograph. Additional details of the SHG setup are provided in the Supporting Information.
Results and Discussion
Figure 1 shows representative SHG spectra of the DOPC liposomes at 75 μM lipid concentration with and without 25 μM APAP and 6 μM MGITC in water. MGITC is a hydrophobic, drug-like cationic molecule which has an absorption near 400 nm that provides a resonant enhancement of the SHG signal when adsorbed to the liposome surface.26 The extinction spectrum of MGITC in water is displayed in the Supporting Information. As shown in Figure 1a,b, the SHG intensity of the DOPC liposomes with and without APAP is negligible before MGITC is added. Upon addition of 6 μM MGITC solution to the liposomes, a large SHG peak centered at 400 nm is observed with a full-width at half-maximum of approximately 4.7 nm. These results are compared to the corresponding spectrum from 6 μM MGITC in water alone, without liposomes present, where the 400 nm signal originates from hyper-Rayleigh scattering (HRS).25,26,59,60 The SHG signal of MGITC in DOPC liposomes is approximately 3.5 times greater than the HRS from MGITC alone because of adsorption of MGITC at the liposome surface, in general agreement with our previous observations.26
Figure 1.
(a) SHG spectra of DOPC liposomes with APAP with and without 6 μM MGITC compared to 6 μM MGITC alone. (b) SHG spectra of pure DOPC liposomes with and without 6 μM MGITC compared to 6 μM MGITC alone. (c) SHG spectra of DOPC liposomes with APAP at various times after the addition of 6 μM MGITC. (d) SHG spectra of pure DOPC liposomes at various times after the addition of 6 μM MGITC.
As shown in Figure 1c,d, the SHG signal from 6 μM MGITC added to the DOPC liposomes both with and without APAP decreases as a function of time, which is caused by the transport of MGITC molecules across the phospholipid bilayer.26,53 According to our previous work, MG, which has a similar molecular structure to MGITC, demonstrates no adsorption or transport in DOPC liposomes.25 In this case, MGITC adsorbs and transports through the DOPC liposome membrane much more efficiently than MG because of the isothiocyanate group in MGITC molecules and the added dipole–dipole interactions with the zwitterionic DOPC bilayer.26
The SHG time traces of MGITC added to DOPC liposomes with and without APAP in water at various dye concentrations are shown in Figure 2. A very rapid rise in the SHG signal intensity occurs at time zero, when MGITC is added to the liposome sample followed by a gradual decrease in intensity as the MGITC molecular transport process takes place until reaching equilibrium. Very quickly after the dye solution is added to liposomes, on a timescale faster than our current experimental resolution, the adsorption of MGITC molecules onto the outer surface of DOPC liposomes occurs along with alignment to an orientational distribution at the interface, causing an abrupt rise in SHG intensity from an enhanced χ(2) second-order nonlinear susceptibility at the liposome surface. The decrease of the SHG signal is the result of MGITC molecules migrating across the DOPC membrane and adsorbing at the inner bilayer surface with an opposite orientation compared to the outer surface, causing a cancelation and an overall decrease of the SHG signal.53,61,62
Figure 2.

Representative SHG time profiles upon addition of various concentrations of MGITC to (a) pure DOPC liposomes and (b) DOPC liposomes with added APAP in water along with best fits (dotted black lines).
The experimental SHG time traces are plotted in Figure 2 for DOPC liposomes with and without APAP, and the results are fit to single exponential functions given by,
| 2 |
to measure the molecular transport times τ, where ESHG(t) is the SHG electric field at experimental time t after MGITC addition, and A0 and A1 are proportionality constants. Each SHG time trace uses a fresh liposome sample. The obtained transport times are plotted as a function of the MGITC concentration for each liposome sample, as shown in Figure 3. The transport time of MGITC is the same, to within experimental uncertainty, for pure DOPC liposomes and DOPC liposomes with APAP for MGITC concentrations of 1 to 2.5 μM. However, for MGITC concentrations greater than 3 μM, the transport lifetime is longer in DOPC liposomes with APAP than in pure DOPC liposomes. The transport times obtained for each liposome sample at different MGITC concentrations are tabulated in Table S1 in the Supporting Information.
Figure 3.
Transport times as a function of MGITC concentration for pure DOPC liposomes (red circles) and DOPC liposomes with APAP (black circles) in water.
The sudden rise in the SHG signal upon MGITC addition to the DOPC liposome samples at time zero, as shown in Figure 2, occurs because of the adsorption of MGITC molecular ions to the outer surface of the bilayer. By plotting the SHG signal at time zero for each MGITC concentration, the adsorption isotherms are obtained, as shown in Figure 4a,b for pure DOPC liposomes and for DOPC liposomes with APAP, respectively. The SHG intensities are fit using the modified Langmuir model26,63,64 to obtain the corresponding adsorption equilibrium constants and the adsorbate site densities. The modified Langmuir model is an extended form of the Langmuir model, which accounts for bulk depletion of the adsorbate because of a large cumulative liposome surface area. This model assumes that freely adsorbing molecules form a single monolayer with a corresponding maximum adsorbate site density at the liposome surface.65 The modified Langmuir model is given by
| 3 |
| 4 |
where N is the concentration of MGITC dye molecules adsorbed on the DOPC liposome surface, Nmax is the maximum adsorption site concentration, A is the SHG intensity at saturation, B is the baseline offset due to the SHG signal from liposomes in water without the addition of the dye, M is the concentration of free dye molecules in solution, α is the slope obtained from the plot of SHG intensity of dye alone as a function of concentration C, 55.5 is the molar concentration of water, and K is the adsorption equilibrium constant. The adsorption isotherms are fit using three fit parameters, A, Nmax, and K. The experimental data are corrected to account for the contribution from HRS from free MGITC molecules in water, which is displayed in the Supporting Information, to give the α values. The free energy of adsorption is obtained using ΔG = – RT ln K. The modified Langmuir fits are shown as dotted black lines in Figure 4a,b for MGITC added to the DOPC liposomes with and without APAP, respectively. The corresponding fit parameters and the corresponding free energies are summarized in Table 1 for pure DOPC liposomes and DOPC liposomes with APAP. By dividing the lipid concentrations by the Nmax values, the lipids per adsorption site are obtained for each sample, and these results are also listed in Table 1.
Figure 4.

Experimental adsorption isotherms for MGITC with (a) pure DOPC liposomes and (b) DOPC liposomes with APAP. Dotted lines are best fits from the modified Langmuir model.
Table 1. List of Variables and Fitting Parameters Obtained from the Modified Langmuir Model with Liposomes of Pure DOPC and DOPC with APAP.
| sample | A | K | Nmax (μM) | lipid/site | ΔG (kcal mol–1) |
|---|---|---|---|---|---|
| pure 75 μM DOPC | 174 ± 2 | (5 ± 1) × 107 | 2.9 ± 0.5 | 25.9 ± 4.5 | –10.3 ± 0.1 |
| 75 μM DOPC with 25 μM APAP | 241 ± 3 | (9 ± 1) × 107 | 3.6 ± 0.3 | 20.8 ± 1.7 | –10.6 ± 0.1 |
As shown in Table 1, the equilibrium constants
of MGITC adsorbing to the liposome samples
are (5 ± 1) × 107 and (9 ± 1) × 107 for pure DOPC and for DOPC with APAP, respectively. This
shows that APAP increases the electrostatic and dipole–dipole
attractions of MGITC adsorption to the liposome surface. The corresponding
free energy of adsorption is −10.3 ± 0.1 and −10.6
± 0.1 kcal/mole for DOPC liposomes with and without added APAP,
respectively. The maximum adsorption site concentration Nmax of MGITC adsorbing to pure DOPC liposomes is 2.9 ±
0.5 μM compared to the corresponding Nmax value of 3.6 ± 0.3 μM for DOPC liposomes with
added APAP. These values are consistent with the interpretation of
increased adsorption of MGITC when APAP is present. The corresponding
number of lipid molecules per adsorption site (lipid/site) is 25.9
± 4.5 and 20.8 ± 1.7 for pure DOPC liposomes and DOPC liposomes
with added APAP, respectively. A positive attraction of MGITC to APAP
can also have synergistic effects, where increased MGITC concentrations
at the liposome surface can draw more APAP from the aqueous bulk to
the lipid bilayer. The SHG intensity A at adsorbate
saturation is 174 ± 2 and 241 ± 3 for liposomes of pure
DOPC and DOPC with APAP, respectively. The ratio of
provides a direct comparison
of the SHG
signal per adsorbate surface coverage, with values of 21 ± 7
and 19 ± 3 μM–2 for liposomes of pure
DOPC and DOPC with APAP, respectively. Although the liposomes with
APAP have greater SHG signals at saturation, the SHG signal is shown
to scale quadratically according to the Nmax adsorbate surface coverage, to within experimental uncertainty,
indicating a similar MGITC angular distribution at the surface for
both liposome samples. Overall, these SHG measurements show that APAP
increases MGITC adsorption to the DOPC liposome surface resulting
in larger magnitudes of adsorption free energy and higher adsorption
site densities.
A comparison of the adsorption isotherm measurements with the molecular transport times highlights the complicated interactions between MGITC, DOPC, and APAP. APAP is a neutral, weak acid with a pKa value of 9.5 and a relatively low lipophilicity.66 The octanol/water partition coefficient for APAP has a logP value of 0.38,66 indicating that APAP is more soluble in water than in octanol. MGITC has a higher logP value of 1.67, showing a higher lipophilicity.67 Previous SHG studies of liposomes observed that the transport times of the similar dye molecule MG increase because of effects such as ion pairing with anions such as citrate and chloride43 and higher membrane rigidity by the addition of cholesterol68 or by decreased temperatures.27 However, in our results presented here, the transport times of MGITC at concentrations of 1 to 2.5 μM are approximately the same for the liposome samples both with and without added APAP, to within experimental uncertainty, while the transport times are significantly longer when APAP is added at higher MGITC concentrations of 3.5 μM and above, closer to the adsorption saturation level. This indicates a thresholding effect, where larger interactions between APAP and MGITC are activated at higher MGITC concentrations. Our recent investigation of DOPC liposomes with APAP using small-angle X-ray and neutron scattering showed a slight decrease of the diameter and that the number of lamellae did not change after the addition of APAP, while cryo-transmission electron microscopy revealed increased heterogeneity after the addition of APAP, mirrored by the occurrence of irregular shape morphologies.33 Neutron spin echo spectroscopy revealed a strong decrease of the bending modulus and the space explored by the lipid tails with increasing APAP concentration.33 An increase in DOPC membrane fluidity is expected to decrease the MGITC transport time. However, the APAP in the lipid bilayer can also hinder transport because of attractive electrostatic and dipole–dipole interactions between APAP and MGITC, or through more complicated interactions involving APAP with the DOPC membrane, creating counter-balancing effects to the increased membrane fluidity. These results highlight the complicated chemical and physical interactions that can occur both at the surface and within phospholipid bilayers, which depend on many factors including electrostatics, hydrophobic–hydrophilic interactions, dipole–dipole interactions, and membrane fluidity. In addition, this research demonstrates a new experimental framework for investigating chemical interactions with drug molecules at phospholipid bilayers using SHG spectroscopy to study molecular translocation processes for advancing potential drug-delivery applications.
Conclusions
The effect of APAP on the adsorption and transport properties of MGITC in DOPC liposomes is investigated using time-dependent, surface-sensitive SHG spectroscopy. The SHG results are used to determine the adsorption equilibrium constants, adsorption site densities, and transport kinetics of MGITC at the DOPC liposome surface, both with and without APAP. The molecular transport of MGITC is found to be more rapid in pure DOPC liposome samples compared to DOPC liposomes with added APAP, but this effect occurs predominantly at higher MGITC concentrations. The SHG adsorption isotherms are fit using the modified Langmuir model, showing that the free energy of adsorption increases slightly in magnitude along with a corresponding increase in adsorption site density when APAP is added to the DOPC liposomes. These results highlight the complicated molecular interactions between MGITC, APAP, and the DOPC liposome surface, with factors that depend on electrostatics, dipole–dipole interactions, hydrophobic/hydrophilic interactions, and membrane fluidity. This research also demonstrates a pathway for investigating fundamental properties of molecular translocation at biological membranes, including drug–drug interactions, that are important in the development of drug-delivery technologies.
Acknowledgments
A.S.D., R.O.A., and L.H.H. thank Louisiana State University and the National Science Foundation (NSF) MRI grant under award #DMR-1919944 for financial support. A.V.A., A.D., D.W.G., and G.J.S. gratefully acknowledge funding of samples and undergraduate research by the NSF under award #1808059. The authors also acknowledge Dr. Rafael Cueto at the Polymer Analysis Laboratory at LSU for assistance with dynamic light scattering and zeta potential measurements.
Supporting Information Available
The Supporting Information is available free of charge at https://pubs.acs.org/doi/10.1021/acs.langmuir.2c00086.
Additional characterization of DOPC liposomes, the SHG setup, and tabulated fitting parameters (PDF)
The authors declare no competing financial interest.
Supplementary Material
References
- Akbarzadeh A.; Rezaei-Sadabady R.; Davaran S.; Joo S. W.; Zarghami N.; Hanifehpour Y.; Samiei M.; Kouhi M.; Nejati-Koshki K. Liposome: classification, preparation, and applications. Nanoscale Res. Lett. 2013, 8, 1–9. 10.1186/1556-276X-8-102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bozzuto G.; Molinari A. Liposomes as nanomedical devices. Int. J. Nanomed. 2015, 10, 975. 10.2147/IJN.S68861. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Daraee H.; Etemadi A.; Kouhi M.; Alimirzalu S.; Akbarzadeh A. Application of liposomes in medicine and drug delivery. Artif. Cells, Nanomed., Biotechnol. 2016, 44, 381–391. 10.3109/21691401.2014.953633. [DOI] [PubMed] [Google Scholar]
- Gómez-Hens A.; Fernández-Romero J. M. The role of liposomes in analytical processes. TrAC, Trends Anal. Chem. 2005, 24, 9–19. 10.1016/j.trac.2004.07.017. [DOI] [Google Scholar]
- Malam Y.; Loizidou M.; Seifalian A. M. Liposomes and nanoparticles: nanosized vehicles for drug delivery in cancer. Trends Pharmacol. Sci. 2009, 30, 592–599. 10.1016/j.tips.2009.08.004. [DOI] [PubMed] [Google Scholar]
- Rommasi F.; Esfandiari N. Liposomal Nanomedicine: Applications for Drug Delivery in Cancer Therapy. Nanoscale Res. Lett. 2021, 16, 1–20. 10.1186/s11671-021-03553-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sercombe L.; Veerati T.; Moheimani F.; Wu S. Y.; Sood A. K.; Hua S. Advances and challenges of liposome assisted drug delivery. Front. Pharmacol. 2015, 6, 286. 10.3389/fphar.2015.00286. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cooper G. M.; Hausman R. E.; Hausman R. E.. The cell: a molecular approach; ASM press: Washington, DC, 2007; Vol. 4. [Google Scholar]
- Plant A. L. Supported hybrid bilayer membranes as rugged cell membrane mimics. Langmuir 1999, 15, 5128–5135. 10.1021/la981662t. [DOI] [Google Scholar]
- Dai J.; Sheetz M. P. Cell membrane mechanics. Methods Cell Biol. 1997, 55, 157–171. 10.1016/S0091-679X(08)60407-0. [DOI] [PubMed] [Google Scholar]
- Li J.; Tan T.; Zhao L.; Liu M.; You Y.; Zeng Y.; Chen D.; Xie T.; Zhang L.; Fu C. Recent advancements in liposome-targeting strategies for the treatment of gliomas: A systematic review. ACS Appl. Bio Mater. 2020, 3, 5500–5528. 10.1021/acsabm.0c00705. [DOI] [PubMed] [Google Scholar]
- Rideau E.; Dimova R.; Schwille P.; Wurm F. R.; Landfester K. Liposomes and polymersomes: a comparative review towards cell mimicking. Chem. Soc. Rev. 2018, 47, 8572–8610. 10.1039/C8CS00162F. [DOI] [PubMed] [Google Scholar]
- Pinheiro M.; Magalhães J.; Reis S. Antibiotic interactions using liposomes as model lipid membranes. Chem. Phys. Lipids 2019, 222, 36–46. 10.1016/j.chemphyslip.2019.05.002. [DOI] [PubMed] [Google Scholar]
- Youngs J.; Low J. M.; Whitney L.; Logan C.; Chase J.; Yau T.; Klammer M.; Koh M.; Bicanic T. Safety and Efficacy of Intermittent High-Dose Liposomal Amphotericin B Antifungal Prophylaxis in Haemato-Oncology: An Eight-Year Single-Centre Experience and Review of the Literature. J. Fungi 2020, 6, 385. 10.3390/jof6040385. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pattni B. S.; Chupin V. V.; Torchilin V. P. New Developments in Liposomal Drug Delivery. Chem. Rev. 2015, 115, 10938–10966. 10.1021/acs.chemrev.5b00046. [DOI] [PubMed] [Google Scholar]
- Wong P. T.; Choi S. K. Mechanisms of Drug Release in Nanotherapeutic Delivery Systems. Chem. Rev. 2015, 115, 3388–3432. 10.1021/cr5004634. [DOI] [PubMed] [Google Scholar]
- Min Y.; Caster J. M.; Eblan M. J.; Wang A. Z. Clinical Translation of Nanomedicine. Chem. Rev. 2015, 115, 11147–11190. 10.1021/acs.chemrev.5b00116. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yu H.-J.; De Geest B. G.. Nanomedicine and cancer immunotherapy; Nature Publishing Group, 2020; Vol. 41, pp 879–880. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wijetunge S. S.; Wen J.; Yeh C.-K.; Sun Y. Lectin-conjugated liposomes as biocompatible, bioadhesive drug carriers for the management of oral ulcerative lesions. ACS Appl. Bio Mater. 2018, 1, 1487–1495. 10.1021/acsabm.8b00425. [DOI] [PubMed] [Google Scholar]
- Rukavina Z.; Klarić M. Š.; Filipović-Grčić J.; Lovrić J.; Vanić Ž. Azithromycin-loaded liposomes for enhanced topical treatment of methicillin-resistant Staphyloccocus aureus (MRSA) infections. Int. J. Pharm. 2018, 553, 109–119. 10.1016/j.ijpharm.2018.10.024. [DOI] [PubMed] [Google Scholar]
- Agrawal V.; Paul M. K.; Mukhopadhyay A. K. 6-mercaptopurine and daunorubicin double drug liposomes—preparation, drug-drug interaction and characterization. J. Liposome Res. 2005, 15, 141–155. 10.1080/08982100500364081. [DOI] [PubMed] [Google Scholar]
- Jeyanathan M.; Afkhami S.; Smaill F.; Miller M. S.; Lichty B. D.; Xing Z. Immunological considerations for COVID-19 vaccine strategies. Nat. Rev. Immunol. 2020, 20, 615–632. 10.1038/s41577-020-00434-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kulkarni J. A.; Thomson S. B.; Zaifman J.; Leung J.; Wagner P. K.; Hill A.; Tam Y. Y. C.; Cullis P. R.; Petkau T. L.; Leavitt B. R. Spontaneous, solvent-free entrapment of siRNA within lipid nanoparticles. Nanoscale 2020, 12, 23959–23966. 10.1039/D0NR06816K. [DOI] [PubMed] [Google Scholar]
- Tenchov R.; Bird R.; Curtze A. E.; Zhou Q. Lipid Nanoparticles—From Liposomes to mRNA Vaccine Delivery, a Landscape of Research Diversity and Advancement. ACS Nano 2021, 15, 16982–17015. 10.1021/acsnano.1c04996. [DOI] [PubMed] [Google Scholar]
- Kumal R. R.; Nguyenhuu H.; Winter J. E.; McCarley R. L.; Haber L. H. Impacts of salt, buffer, and lipid nature on molecular adsorption and transport in liposomes as observed by second harmonic generation. J. Phys. Chem. C 2017, 121, 15851–15860. 10.1021/acs.jpcc.7b05058. [DOI] [Google Scholar]
- Hamal P.; Nguyenhuu H.; Subasinghege Don V.; Kumal R. R.; Kumar R.; McCarley R. L.; Haber L. H. Molecular adsorption and transport at liposome surfaces studied by molecular dynamics simulations and second harmonic generation spectroscopy. J. Phys. Chem. B 2019, 123, 7722–7730. 10.1021/acs.jpcb.9b05954. [DOI] [PubMed] [Google Scholar]
- Hamal P.; Subasinghege Don V.; Nguyenhuu H.; Ranasinghe J. C.; Nauman J. A.; McCarley R. L.; Kumar R.; Haber L. H. Influence of Temperature on Molecular Adsorption and Transport at Liposome Surfaces Studied by Molecular Dynamics Simulations and Second Harmonic Generation Spectroscopy. J. Phys. Chem. B 2021, 125, 10506–10513. 10.1021/acs.jpcb.1c04263. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Prescott L. F. Paracetamol: past, present, and future. Am. J. Ther. 2000, 7, 143–148. 10.1097/00045391-200007020-00011. [DOI] [PubMed] [Google Scholar]
- Warwick C. Paracetamol and fever management. J. R. Soc. Promot. Health 2008, 128, 320–323. 10.1177/1466424008092794. [DOI] [PubMed] [Google Scholar]
- Blough E.; Wu M. Acetaminophen: beyond pain and fever-relieving. Front. Pharmacol. 2011, 2, 72. 10.3389/fphar.2011.00072. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kheradpezhouh E.; Ma L.; Morphett A.; Barritt G. J.; Rychkov G. Y. TRPM2 channels mediate acetaminophen-induced liver damage. Proc. Nat. Acad. Sci. U.S. A. 2014, 111, 3176–3181. 10.1073/pnas.1322657111. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ming Y.-N.; Zhang J.-Y.; Wang X.-L.; Li C.-M.; Ma S.-C.; Wang Z.-Y.; Liu X.-L.; Li X.-B.; Mao Y.-M. Liquid chromatography mass spectrometry-based profiling of phosphatidylcholine and phosphatidylethanolamine in the plasma and liver of acetaminophen-induced liver injured mice. Lipids Health Dis. 2017, 16, 153. 10.1186/s12944-017-0540-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- De Mel J. U.; Gupta S.; Harmon S.; Stingaciu L.; Roth E. W.; Siebenbuerger M.; Bleuel M.; Schneider G. J. Acetaminophen Interactions with Phospholipid Vesicles Induced Changes in Morphology and Lipid Dynamics. Langmuir 2021, 37, 9560–9570. 10.1021/acs.langmuir.1c01458. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lichtenberger L. M.; Wang Z.-M.; Romero J. J.; Ulloa C.; Perez J. C.; Giraud M.-N.; Barreto J. C. Non-steroidal anti-inflammatory drugs (NSAIDs) associate with zwitterionic phospholipids: insight into the mechanism and reversal of NSAID-induced gastrointestinal injury. Nat. Med. 1995, 1, 154–158. 10.1038/nm0295-154. [DOI] [PubMed] [Google Scholar]
- Chakraborty H.; Mondal S.; Sarkar M. Membrane fusion: a new function of non steroidal anti-inflammatory drugs. Biophys. Chem. 2008, 137, 28–34. 10.1016/j.bpc.2008.06.007. [DOI] [PubMed] [Google Scholar]
- Eisenthal K. B. Second harmonic spectroscopy of aqueous nano-and microparticle interfaces. Chem. Rev. 2006, 106, 1462–1477. 10.1021/cr0403685. [DOI] [PubMed] [Google Scholar]
- Ray P. C. Size and Shape Dependent Second Order Nonlinear Optical Properties of Nanomaterials and Their Application in Biological and Chemical Sensing. Chem. Rev. 2010, 110, 5332–5365. 10.1021/cr900335q. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li A.; Liu W.. Optical properties of ferroelectric nanocrystal/polymer composites. In Physical Properties and Applications of Polymer Nanocomposites; Elsevier, 2010; pp 108–158. [Google Scholar]
- McGilp J. A review of optical second-harmonic and sum-frequency generation at surfaces and interfaces. J. Phys. D: Appl. Phys. 1996, 29, 1812. 10.1088/0022-3727/29/7/016. [DOI] [Google Scholar]
- Dadap J. I.; Shan J.; Eisenthal K. B.; Heinz T. F. Second-harmonic Rayleigh scattering from a sphere of centrosymmetric material. Phys. Rev. Lett. 1999, 83, 4045. 10.1103/PhysRevLett.83.4045. [DOI] [Google Scholar]
- Wilhelm M. J.; Sharifian G. M.; Dai H.-L. Chemically induced changes to membrane permeability in living cells probed with nonlinear light scattering. Biochemistry 2015, 54, 4427–4430. 10.1021/acs.biochem.5b00600. [DOI] [PubMed] [Google Scholar]
- Gh M. S.; Wilhelm M. J.; Dai H.-L. Azithromycin-induced changes to bacterial membrane properties monitored in vitro by second-harmonic light scattering. ACS Med. Chem. Lett. 2018, 9, 569. 10.1021/acsmedchemlett.7b00499. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shang X.; Liu Y.; Yan E.; Eisenthal K. B. Effects of counterions on molecular transport across liposome bilayer: probed by second harmonic generation. J. Phys. Chem. B 2001, 105, 12816–12822. 10.1021/jp0120918. [DOI] [Google Scholar]
- Doughty B.; Rao Y.; Kazer S. W.; Kwok S. J.; Turro N. J.; Eisenthal K. B. Binding of the anti-cancer drug daunomycin to DNA probed by second harmonic generation. J. Phys. Chem. B 2013, 117, 15285–15289. 10.1021/jp311634a. [DOI] [PubMed] [Google Scholar]
- Rao Y.; Kwok S. J.; Lombardi J.; Turro N. J.; Eisenthal K. B. Label-free probe of HIV-1 TAT peptide binding to mimetic membranes. Proc. Nat. Acad. Sci. U. S. A. 2014, 111, 12684–12688. 10.1073/pnas.1411817111. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Varshney G.; Kintali S.; Das K. Effect of curcumin addition on the adsorption and transport of a cationic dye across DPPG-POPG liposomes probed by second harmonic spectroscopy. Langmuir 2017, 33, 8302–8310. 10.1021/acs.langmuir.7b01783. [DOI] [PubMed] [Google Scholar]
- Zeng J.; Eckenrode H. M.; Dounce S. M.; Dai H.-L. Time-resolved molecular transport across living cell membranes. Biophys. J. 2013, 104, 139–145. 10.1016/j.bpj.2012.11.3814. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fita P.; Punzi A.; Vauthey E. Local viscosity of binary water+ glycerol mixtures at liquid/liquid interfaces probed by time-resolved surface second harmonic generation. J. Phys. Chem. C 2009, 113, 20705–20712. 10.1021/jp906676x. [DOI] [Google Scholar]
- Haber L. H.; Eisenthal K. B. Molecular Excited-State Relaxation Dynamics at the Colloidal Microparticle Interface Monitored with Pump–Probe Second Harmonic Generation. J. Phys. Chem. B 2013, 117, 4249–4253. 10.1021/jp304242c. [DOI] [PubMed] [Google Scholar]
- Karam T. E.; Siraj N.; Zhang Z.; Ezzir A. F.; Warner I. M.; Haber L. H. Ultrafast and nonlinear spectroscopy of brilliant green-based nanoGUMBOS with enhanced near-infrared emission. J. Chem. Phys. 2017, 147, 144701. 10.1063/1.4994712. [DOI] [PubMed] [Google Scholar]
- Srivastava A.; Eisenthal K. B. Kinetics of molecular transport across a liposome bilayer. Chem. Phys. Lett. 1998, 292, 345–351. 10.1016/S0009-2614(98)00662-9. [DOI] [Google Scholar]
- Wilhelm M. J.; Sheffield J. B.; Gonella G.; Wu Y.; Spahr C.; Zeng J.; Xu B.; Dai H.-L. Real-time molecular uptake and membrane-specific transport in living cells by optical microscopy and nonlinear light scattering. Chem. Phys. Lett. 2014, 605, 158–163. 10.1016/j.cplett.2014.05.009. [DOI] [Google Scholar]
- Liu J.; Shang X.; Pompano R.; Eisenthal K. B. Antibiotic assisted molecular ion transport across a membrane in real time. Faraday Discuss. 2005, 129, 291–299. 10.1039/b405410e. [DOI] [PubMed] [Google Scholar]
- Vance J. E. Phospholipid synthesis and transport in mammalian cells. Traffic 2015, 16, 1–18. 10.1111/tra.12230. [DOI] [PubMed] [Google Scholar]
- Liu Y.; Liu J. Hybrid nanomaterials of ws 2 or mos 2 nanosheets with liposomes: biointerfaces and multiplexed drug delivery. Nanoscale 2017, 9, 13187–13194. 10.1039/C7NR04199C. [DOI] [PubMed] [Google Scholar]
- Kamiya K.; Tsumoto K.; Yoshimura T.; Akiyoshi K. Cadherin-integrated liposomes with potential application in a drug delivery system. Biomaterials 2011, 32, 9899–9907. 10.1016/j.biomaterials.2011.09.008. [DOI] [PubMed] [Google Scholar]
- Gupta S.; De Mel J. U.; Schneider G. J. Dynamics of liposomes in the fluid phase. Curr. Opin. Colloid Interface Sci. 2019, 42, 121–136. 10.1016/j.cocis.2019.05.003. [DOI] [Google Scholar]
- Kumal R. R.; Karam T. E.; Haber L. H. Determination of the surface charge density of colloidal gold nanoparticles using second harmonic generation. J. Phys. Chem. C 2015, 119, 16200–16207. 10.1021/acs.jpcc.5b00568. [DOI] [Google Scholar]
- Roke S.; Gonella G. Nonlinear Light Scattering and Spectroscopy of Particles and Droplets in Liquids. Annu. Rev. Phys. Chem. 2012, 63, 353–378. 10.1146/annurev-physchem-032511-143748. [DOI] [PubMed] [Google Scholar]
- Rao Y.; Guo X.-M.; Tao Y.-S.; Wang H.-F. Observation of the direct S 2→ S 0 two-photon fluorescence between 370 and 480 nm and the hyperpolarizability of crystal violet (CV) from spectrally resolved hyper-Rayleigh scattering measurement. J. Phys. Chem. A 2004, 108, 7977–7982. 10.1021/jp049326a. [DOI] [Google Scholar]
- Sharifian G. M.; Wilhelm M. J.; Moore M.; Dai H.-L. Spatially resolved membrane transport in a single cell imaged by second harmonic light scattering. Biochemistry 2019, 58, 1841–1844. 10.1021/acs.biochem.9b00110. [DOI] [PubMed] [Google Scholar]
- Kim J.; Kim M.-W. Temperature effect on the transport dynamics of a small molecule through a liposome bilayer. Eur. Phys. J. E 2007, 23, 313–317. 10.1140/epje/i2006-10212-0. [DOI] [PubMed] [Google Scholar]
- Haber L. H.; Kwok S. J.; Semeraro M.; Eisenthal K. B. Probing the colloidal gold nanoparticle/aqueous interface with second harmonic generation. Chem. Phys. Lett. 2011, 507, 11–14. 10.1016/j.cplett.2011.03.042. [DOI] [Google Scholar]
- Karam T. E.; Haber L. H. Molecular adsorption and resonance coupling at the colloidal gold nanoparticle interface. J. Phys. Chem. C 2014, 118, 642–649. 10.1021/jp410128v. [DOI] [Google Scholar]
- Wang H.; Yan E. C.; Liu Y.; Eisenthal K. B. Energetics and population of molecules at microscopic liquid and solid surfaces. J. Phys. Chem. B 1998, 102, 4446–4450. 10.1021/jp980491y. [DOI] [Google Scholar]
- Lammel A.; Schwab M.; Hofer M.; Winter G.; Scheibel T. Recombinant spider silk particles as drug delivery vehicles. Biomaterials 2011, 32, 2233–2240. 10.1016/j.biomaterials.2010.11.060. [DOI] [PubMed] [Google Scholar]
- Klopman G.; Li J.-Y.; Wang S.; Dimayuga M. Computer automated log P calculations based on an extended group contribution approach. J. Chem. Inf. Comput. Sci. 1994, 34, 752–781. 10.1021/ci00020a009. [DOI] [Google Scholar]
- Yan E. C.; Eisenthal K. B. Effect of cholesterol on molecular transport of organic cations across liposome bilayers probed by second harmonic generation. Biophys. J. 2000, 79, 898–903. 10.1016/S0006-3495(00)76345-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
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