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. Author manuscript; available in PMC: 2022 Mar 15.
Published in final edited form as: Sens Actuators B Chem. 2021 Jan 9;331:129434. doi: 10.1016/j.snb.2021.129434

Sodium-Sensitive Contact Lens for Diagnostics of Ocular Pathologies

Ramachandram Badugu a, Henryk Szmacinski a, E Albert Reece b,c, Bennie H Jeng d, Joseph R Lakowicz a
PMCID: PMC7861470  NIHMSID: NIHMS1663943  PMID: 33551571

Abstract

The ability to measure all the electrolyte concentrations in tears would be valuable in ophthalmology for research and diagnosis of dry eye disease (DED) and other ocular pathologies. However, tear samples are difficult to collect and analyze because the total volume is small and the chemical composition changes rapidly. Measurements of electrolytes in tears is challenging because typical clinical assays for proteins and other biomarkers cannot be used to detect ion concentrations tears. Here, we report the contact lens which is sensitive to sodium ion (Na+), one of the dominant electrolytes in tears. The Na ions in tears is diagnostic for DED. Three sodium-sensitive fluorophores (SG-C16, SG-LPE and SG-PL) were synthesized by derivatizing the sodium green with 1-hexadecyl amine, 1-oleoyl-2-hydroxy-sn-glycero-3-phosphoethanolamine or poly-L-lysine, respectively. These probes were bound to modern silicone hydrogel (SiHG) contact lens, Biofinity from Cooper Vision. Doped lenses were tested for sodium ion dependent spectral properties of probes within the contact lens. The probes displayed changes in intensity and lifetime in response to Na+ concentration, were completely reversible, no significant probe wash-out from the lenses, were not affected by proteins in tears and were not removed after repeated washing. These results are the first step to our long-term goal, which is a lens sensitive to all the electrolytes in tears. We presented design, synthesis and implementation of three new sodium sensitive probes within a silicon hydrogel lens. Contact lenses to measure the other electrolytes in tears can be developed using the same approach by synthesis and testing of new ion-sensitive fluorophores.

Keywords: Fluorescence Sensing, Dry Eye Disease, Contact Lenses, Sodium Green, Sodium Ions, Tear Composition, Electrolytes in Tears

Graphical Abstract

graphic file with name nihms-1663943-f0001.jpg

Introduction

Modern medical practice depends on diagnostic testing of blood samples. Measurements of electrolytes and some protein concentrations in blood are routinely used to determine the overall health status of patients. Vast array of more specialized tests are used to measure other target analytes such as cholesterol, lipoproteins, hormones and cancer biomarkers [15]. These tests are informative because the blood samples are readily obtainable without perturbation of the concentrations of the species of interest.

In contrast to other medical specialties, far fewer tests are available in ophthalmology, and many diagnoses are based on visual examinations [67]. This difference is due to the difficulties in obtaining tear samples which are not perturbed by the sample collection process. Tear fluid is produced by at least three processes. Basal level tears keep the cornea continually wet, lubricate the surface and clean out dirt and other particles. Reflex tears are produced when the eyes are touched or irritated by foreign particles or vapors, such as from onions or pepper spray. Psychic tears are produced during crying and are induced by emotional stress or physical pain [8]. Each types of tears have different concentrations of electrolytes, proteins and lipids. It is difficult to obtain samples of basal tears because contact with the eye results in rapid production of additional tear fluids from the other processes which are different from basal level tears [9]. The volume of tears in each eye is about 6 μl [1011] and it would be very difficult to measure the individual ion concentrations in such a small sample without the use of a complex and expensive method such as isotope dilution mass spectrometry [1213].

The present status of testing tear sample for DED is limited to either measurement of the rate of tear production or the total electrolyte concentration. Until recently the Schirmer test [1415] has been the most widely used to estimate the rate of tear production and/or to diagnose DED. The Schirmer test (Scheme 1A) uses pieces of filter paper placed in both eyes and left in place for 5 minutes. The distance of wetting of the filter paper represents the rate of tear production. Diagnosis based on the wetting distance is somewhat subjective. The Schirmer test is now being supplemented by in-office instrumental measurements of the total electrolyte concentration, which is reported as the total tear milli-osmolarity (TmOsm). A presumed unperturbed sample of basal tear fluid is obtained by momentary contact with a testing device shown in Scheme 1B, which measures the electrical conductivity of the sample [1618] and calculates the total mOsm. The TmOsm is presently regarded as a reliable diagnostic test for DED [1922]. However, the total mOsm does not provide the concentrations of the individual ions in tears, which limits the usefulness to reveal the form of DED present for an individual patient, or the diagnosis of other conditions. DED affects over 20 million people in the USA, and the prevalence is likely to increase in the aging population [2325]. The effects of DED are not trivial and have a significant effect on the quality of life, workplace productivity and social interactions. DED can make it difficult for individuals to read printed material or electronic displays, resulting in decreased productivity and quality of life, workplace productivity and social interactions.

Scheme 1.

Scheme 1.

Schematic of current measurements of total osmolarity in tears: (A) Schirmer test using filter paper, (B) a total osmolarity instrument based on measurements of electrical conductivity (C). Possible electrolyte specific contact lenses for measurement of single ions or (D) multiple ions concentrations in tears for specific ocular diagnostic tests.

Our long-term goal is to develop a contact lens which provides measurements of each electrolyte in tears, without perturbation of the tear composition (Scheme 1C and D). This goal is now feasible because of changes in the polymer chemistry used for contact lenses. The new generation of lenses based on silicone hydrogel (SiHG) contain non-polar regions of silicone and polar regions containing water or tear fluid. These SiHG lenses contain networks of silicone or water which extend across the entire lens. These are referred to as an interpenetrating polymer network (IPN). The interface region of the IPN provides a location to bind ion-specific fluorophores which remain in the aqueous channels in contact with the electrolytes (Scheme 2). These ion-specific fluorophores will contain non-polar groups which bind to the silicone-rich regions. The feasibility of this approach was demonstrated in recent papers using pH, chloride or glucose-sensitive fluorophores with hydrophobic side chains which bind to the silicone-rich regions of the lenses [2627]. In the present paper we extended this concept using the sodium-sensitive fluorophore Sodium Green [28] by attachment of two different hydrophobic side chains. Contact lens polymer chemistry continues to evolve and some lenses contain only a small amount of silicone. To accommodate these changes, we also synthesized a sodium-sensitive fluorophore linked to poly-L-lysine (PL) for binding at the interface or electrostatic binding to the negative charges in SiHG or non-silicone hydrogel (HG) lenses [2931]. In the present report these concepts are validated by the testing of three sodium-sensitive fluorophores which bind to the SiHG (Comfilcon A, Biofinity®) lenses and result in a sodium-sensitive contact lenses (Scheme 1C).

Scheme 2.

Scheme 2.

Schematic representation of interpenetrating polymer network in a contact lens and potential binding sites for the sodium green probes.

Materials and Methods

Synthesis of Sodium-sensitive Fluorophores.

We synthesized three sodium-sensitive fluorophores which are derivatives of Sodium Green (SG) (Figure 1). SG-C16 was prepared using NHS + EDC-activated amide bond formation reaction with two carboxyl groups of SG with two 1-hexadecylamines. A second hydrophobic sodium probe was prepared using the same method to link SG with two molecules of 1-oleoyl-2-hydroxy-sn-glycero-3-phosphoethanolamine (18:1 Lyso-PE, Avanti Polar Lipids Inc), forming SG-LPE. The third sodium probe was SG linked to poly-L-lysine (Sigma-Aldrich, MW = 70–150 kDa). In a typical reaction, to a solution of SG (tetramethylammonium) salt, cell impermeant, Thermo Fisher Scientific, 1 mg, 6.0 × 10−4 mmol, in 2 mL dimethylformamide (DMF) was mixed with N-(3-dimethylaminopropyl)-N’-ethylcarbodiimide hydrochloride (EDC, 0.34 mg, 2.0 × 10−3 mmol) and N-hydroxysuccinimide (NHS, 0.2 mg, 2.0 × 10−3 mmol) and stirred overnight at room temperature under an inert atmosphere. To the reaction mixture, either 1-hexadecylamine (0.17 mg, 7.2 × 10−4 mmol) or Lyso PE (0.38 mg, 7.2 × 10−4 mmol) was added and the reaction was continued for additional 6 hours. For SG-PL we used 0.15 mL of 0.01 % poly-L-lysine, instead of hydrophobic amines, in water and continued reaction for additional 6 hours. As prepared aliquots of these reaction mixtures (0.015 mL) were diluted in 2 mL of water to bind the probes into the contact lens. The advantage of washing unbound reactants, including un-reacted SG from the contact lens alleviates the probe purification step before using them for further study. The probe concentration in doping solution was about 1 μM. The doped lenses were extensively washed by soaking in adequate amount of buffer solution for few days to eliminate any loosely bound probe from the lenses before being used for the ion responsive studies. Unless stated otherwise, all experiments were performed in 20 mM MOPS buffer, 8 mM KCl, pH 7.3, at room temperature, with variable concentrations of NaCl. The emission spectra and lifetimes data for each sodium concentrations were result of five separate experiments.

Figure 1.

Figure 1.

Synthesis and structures of the three sodium probes for use in contact lenses.

Fluorescence Spectroscopic Measurements.

Fluorescence intensities and intensity decays were measured using a FluoTime 300 instrument from Pico Quant (Berlin, Germany) and analyzed with the EasyTau software. The excitation source was a 473 nm laser diode with a repetition rate of 40 MHz and a pulse width of less than 100 ps. Intensity decays were measured at the emission maximum, analyzed in terms of the multi-exponential model

I(t)=Σαiexp(t/ti) (1)

where τi are the individual decay times and αi the initial time-zero amplitudes. The mean decay time can be represented in two ways [32]. The average lifetime is given by

τf=Σαiτ12Σαiτi=Σfiτi (2)

where Σfi = 1.0. The term fi = αi τi is proportional to the contribution of each component to the total intensity decay, and the term αi τi /Σαi τi is the fractional contribution to the steady state emission. In the present report we use the amplitude-weighted lifetime given by

τα=ΣαiτiΣαi (3)

which is appropriate when the emission is from a single fluorophore with a changing quantum yield. For a single exponential decay the lifetime is given by τ = 1.0/(knr + Γ) and the quantum yield is given by Q = Γ/(knr + Γ) where knr is the sum of all non-radiative decay rates and Γ is the radiative decay rate. The value of Γ is determined by the molecular extinction coefficient which remains constant under most conditions [32]. For a single type of fluorophore with a constant value of Γ the normalized αi values represent the molecular fraction of each decay time component. The value of αi and τi were determined by non-linear least squares fitting using PicoQuant software. Three decay time components were required for the intensity decays. Fluorescence anisotropy decays were determined by individual measurements of the polarized intensity decays with corrections for the G-factor [32].

Fluorescence Microscopy Measurements

Fluorescence microscopy and fluorescence lifetime imaging microscopy (FLIM) were performed using a laser scanning confocal microscope from ISS (Champaign, IL) with dual scanning capability. The stage scanner was used to image entire contact lens using image size 1 cm × 1 cm using resolution of 128 × 128 pixels. The galvo scanning mirror was used to image small area with image size of 250 μm × 250 μm and resolution of 256 × 256 pixels. FLIM images were analyzed pixel by pixel using two-component model and average lifetime images displayed as calculated according Eq. 3. The excitation source was a 473 nm pulsed laser diode, with observation at 560 nm (50 nm bandwidth) and a 20X objective.

Sodium Binding Affinity.

The sodium affinity of the labeled lenses can be described in terms of the dissociation constant (KD). The dissociation reaction for a probe complexed with Na+ can be written as

PNa+P+Na+ (4)

where P is the free probe concentration with no bound sodium, P-Na+ is the concentration of Na+-bound probe, and [Na+] is the concentration of free sodium. The dissociation constant KD is given by

KD=[P][Na+][PNa+] (5)

The ratio of sodium-free and sodium-bound probe is given by

[P][PNa+]=KD[Na+] (6)

We describe the binding affinities as the sodium concentration at the mid-point of the spectral responses, which is the apparent dissociation constant of the probe-sodium complex. If the probe intensity changes with sodium binding the actual binding constant will be different but will not affect the validity of the measurements.

Results

Selection of Probe Structure.

The structures of the sodium sensitive fluorophores, SG-C16, SG-LPE and SG-PL, were selected by consideration of the composition of SiHG polymers. The structure of SG-C16 contains two non-polar alkyl chains which we expected would bind at the water-silicone interface (Scheme 2). Lyso-phosphatidyl ethanolamine was used in SG-LPE because it is a natural biomolecule, and amphipathic lipids are sometimes used to increase the wettability of the hydrophobic silicone regions [3335]. Lysolipids differ from typical phospholipids by the loss of one alkyl chain. As a result, lysolipids form micelles which are 2–4 nm in diameter [3639]. The pore size of a SiHG lens is thought to be around 50 nm [4041] and we reasoned that smaller micelles would diffuse easily into the water channels and facilitate binding of the hydrophobic sodium probes. SG-PL contains poly-L-lysine (Figure 1), which is widely used to decrease the hydrophobicity of glass, PDMS and silicone [4243], which was expected to bind at the interface region of the lenses. It was also possible that polylysine could bind the non-polar regions of SiHG. The monomers used in making SiHG polymers include regions with partially oxidized carbon atoms, carboxyl groups and cross-linkers. These groups can contribute a negative charge to the lens [4445] and electrostatic binding of polylysine, which could be second generic approach to binding ion-sensitive fluorophore (ISF) to contact lenses.

Labeling of Biofinity Lenses with the Sodium Probes.

The lenses were labeled by incubation in 2 ml of a 1 μM solution of the probe. All three sodium probes were found to bind strongly to the Biofinity lenses resulting in uniform emission across the lens which was visible in a darkened room (Figure 2, top row, left). The rates of probe uptake into the lenses were not studied in detail but SG-PL appeared to bind most rapidly. After an hour the lenses with the three probes were roughly equally intense. We did not determine the amounts of probe bound to the lenses or the amount of probe remaining in the labeling solution. After labeling the lenses were washed several times in 20 ml of probe-free buffer, which is a about 1300-fold larger volume than the volume of a contact lens, which is approximately 15 μl. This washing resulted in about half of the intensity being removed from the lenses. This result is consistent with unbound probe in the aqueous IPN channels being removed by washing. After this initial decrease in intensity the lenses retained the same brightness for a period of few weeks when stored in 3 ml of probe-free buffer (Figure S1).

Figure 2.

Figure 2.

Top row, photographs of SG-PL in a Biofinity contact lens in room light (left) and with diffused 473 nm laser illumination with 0 and 140 mM NaCl. Bottom rows, confocal intensity and lifetime images of SG-C16 in Biofinity contact lenses for 0 and 140 mM NaCl. The images were acquired with stage scanner with image size of 1 cm × 1 cm area and resolution of 128 × 128 pixels. Images at 0 mM NaCl were acquired at two different focal planes to illustrate that lifetime is not dependent on intensity. Lifetime images were obtained by fitting pixel by pixel to two-component model. Numerical values are average values (Eq. 3) over entire image and standard deviation.

Binding of the Sodium Probes to Contact Lenses.

Sodium probe binding to the lenses was tested by measurements of the anisotropy decays. For the free SG probe the anisotropy decayed quickly to zero (Figure S2). The three sodium probes in lenses displayed a rapid initial anisotropy decay followed by a long correlation time which did not decay to zero during the 1–3 ns lifetime of the fluorophores. The anisotropy decays are similar to those observed for numerous fluorophores bound to large proteins or membranes [4647]. These results (Figure S2) are consistent with the ion-binding region of the probes being free to rotate in the aqueous channels, but the overall global rotation of the probes limited by the interfacial regions of the lenses.

Strong and essentially complete binding of SG-C16 to the Comfilcon A lenses was confirmed by the confocal fluorescence intensity images (Figure 2, lower panels). The lens was immersed in the buffer within a small Petri dish and images were acquired with stage scanner at focal planes that allow imaging of entire lens. The intensity outside the lens (from the buffer) was less than 1% from that of the labeled lens. Lifetime analyses were performed on pixels with intensity thresholds above 100 counts. The confocal images appear different, with no intensity in the center, because they were measured at different focal planes. It is important to notice that the FLIM images show essentially identical lifetimes in all regions of the lens. The lifetime changed uniformly from 1.37 ns in the absence of sodium to 3.05 ns in the presence of sodium, which indicates that any region of the lens can be used as lifetime-based sensing for sodium. Similar results were obtained for SG-LPE (Figure S3) and SG-PL (Figure S4), which also show complete binding of the probes to the lenses and increases in intensity and lifetime in the presence of sodium. These results demonstrate that all three sodium probes bound strongly to SiHG contact lenses and respond to sodium concentration.

Sodium Concentration Measurements using the Labeled Contact Lens.

The selection of SG for detection of sodium ion in tears is not an obvious choice. This probe is based on an di-azacrown-5, a crown ether with two nitrogen atoms [28]. This parent structure SG was designed to obtain a high affinity for sodium with a binding constant (mid-point) near 6–10 mM [48], which is the physiological range for intracellular sodium. However, the sodium concentration in tears is near 120 mM and comparable to the concentration in blood. We reasoned the sodium affinity of SG bound to contact lenses could be decreased for two reasons. First, the azacrown ether and attached fluorophores could be partially buried in silicone regions of the lenses and less accessible to the aqueous phase. Secondly, the parent fluorophore SG contain two negatively charged carboxyl groups which may contribute to the sodium binding affinity. This role of carboxyl groups for increased sodium affinity of SG is supported by the weaker sodium binding of CoroNa Green, CoroNa Red and Asanti NaTrium Green [49], which do not have negative carboxyl groups near the sodium binding sites. Negatively charged carboxyl groups are not present in the three sodium probes (Figure 1) used in the present study.

Figure 3 shows the effects of different sodium concentrations on the fluorescence intensities and lifetimes of SG-C16 in Biofinity lens. The fluorescence intensities increased about 3-fold as the sodium concentration is increased from 0 to 150 mM. The emission spectra do not change shape and the emission maxima remains the same, which would make it difficult to use the intensities alone to determine tear sodium concentrations. Addition of a reference fluorophore, which is not sensitive to sodium, would allow wavelength-ratiometric sensing using SG-C16 [5051].

Figure 3.

Figure 3.

Sodium-dependent emission spectra (top) and intensity decays of SG-C16 in Biofinity contact lens.

An alternative approach is to use the intensity decays or lifetimes to measure sodium concentrations. Importantly, the intensity decay rate of SG-C16 decreases (Figure 3) and the fluorescence lifetime increases at increased sodium concentrations. This allows lifetime-based sensing of sodium. Detailed lifetime analysis for SG-C16 is shown in Table S1. Similar changes in intensity and lifetime were observed for SG-LPE and SG-PL (Figures S5 and S6).

Intensity- and lifetime-based sodium titration curves for parent fluorophore SG in buffer and the three probes in lenses are shown in Figure 4. The multi-exponential analyses are summarized in Tables S1S4. SG in buffer displayed a binding affinity near 6.5 mM, which is too high for measurements of sodium in tears (Figures 4 and S6). The sodium affinity was decreased to values near 30 mM for the three probes bound to Biofinity lenses. Changes in intensity and lifetime continue through the physiological sodium range in tears of 120 mM, but the changes are smaller above 150 mM sodium. We expect the sodium probes for the final electrolyte contact lens (EL-CL) will require slightly weaker sodium binding. This can be accomplished by modification of the sodium binding structure by the use of crown ethers with no nitrogen atoms or mono-azo crown ethers [5253]. Additionally, the sodium affinity may be dependent on the type of contact lens polymer. The essential point is that sodium concentrations can be determined with labeled contact lenses and the sodium binding affinities can be adjusted to match the physiological sodium concentration in tears.

Figure 4.

Figure 4.

Sodium-dependent intensities and lifetimes for SG in MOPS buffer and the three sodium probes in Biofinity lenses. Lifetime measurements were performed on FluoTime 300 instrument. Numerical values correspond to mid points of sodium-dependent responses.

Reversibility and Effects of Potential Interfering Proteins.

A clinically useful sodium contact lens must display a reversible response to sodium. The sodium-dependent lifetime and intensity changes for SG-C16 were completely reversible for concentrations changes from 0 to 220 mM NaCl (Figure 5). The lenses were washed several times in 20 ml of probe-free buffer for each cycle to remove sodium and/or any unbound probe. The constant fluorescence intensities demonstrate that SG-C16 is not washed out of the lenses. Similar reversibility and absence of probe washout were observed for SG-LPE and SG-PL (Figures S8 and S9).

Figure 5.

Figure 5.

Reversibility of a SG-C16-labeled Biofinity contact lens measured by intensity (top) and lifetime (bottom) with repeated cycling between 0 and 220 mM NaCl. Measurements were performed on the center area of the lens using FLIM instrumentation described in materials section.

Tears contain a large number of other electrolytes (including potassium, calcium, and magnesium ions) and proteins like lysozyme, mucin, human serum albumin and other water-soluble glycoproteins which could affect the sodium response. Sodium Green selectivity to sodium ion was previously established [48]. Monovalent alkali ions show size-dependent binding with crown ethers and aza-crown ethers. Diaza-crown-5 moiety of sodium green exhibit 41-fold selectivity to Na ion over K ion and no significant binding interactions were noticed with divalent Ca2+ and Mg2+. Considering this we tested SG-PL sodium response in the presence of excessive potassium ion concentration (Figure 6), which shows the insignificant interference of K+ ion on Na+ response of the lens. The mid-points for SG-PL sodium response in the presence of potential interferents are presented in Figure 6. It was not practical to test all protein components in tears. We selected three proteins. Lysozyme was selected because it is the most abundant and comprises 20–40% of tear proteins [54]. Lysozyme binds quickly to many contact lenses which is thought due to its net positive charge at neutral pH and the negative charges on most lenses. Serum albumin is present in tears at low concentrations but can increase under some conditions [55]. Serum albumin is known to bind hydrophobic molecules [56] so binding to silicone was a possibility. We also tested mucin type II (MUC2) which is 80% oligosaccharide by weight and is present in tears in a freely diffusing form [57]. The sodium responses of SG-PL were completely unchanged in the presence of 1 mg/ml of all three proteins (Figure 6).

Figure 6.

Figure 6.

Sodium-dependent intensity (top) and lifetime responses (bottom) of SG-PL in Biofinity lenses in the absence and presence of the KCl, HSA, mucin or lysozyme. Measurements were performed on the center area of the lens using FLIM instrumentation. Numerical values correspond to mid points of sodium-dependent responses.

Discussion

Contact Lens to Measure all Electrolytes in Tear Fluid.

In the present report we describe three different sodium-sensitive fluorophores that bind to SiHG contact lenses and display spectral changes over the normal sodium concentrations in tears. All fluorophores showed the response to sodium to be completely reversible, no significant probe wash-out from the lenses, and no interference from three proteins commonly present in tears. These results are the first step to our long-term goal, which is a lens sensitive to all the electrolytes in tears (EL-CL).

A limiting factor to making an EL-CL has been the lack of ion-specific fluorophores which bind to contact lenses and respond to tear electrolytes. There is a vast literature describing ion-sensitive (ISF) fluorophores which are sensitive to the electrolytes such as pH, Na+, K+, Ca2+, Mg2+ and Cl [5861]. However, most of these ISF are designed to be water soluble. As a result, they will be rapidly washed out from contact lens by tear fluid, which is replaced every 5 minutes [62]. Additionally, most of these probes are designed for use at intracellular ion concentrations, which can be different from the physiological concentrations in tears. The polymer chemistry for contact lenses has changed dramatically and allows design of ISF which bind to the lenses. The IPN structure provides a polar to non-polar interface regions for binding of ISF, and the channels extend from the front to the back of the lens for rapid ion transport. The previous generation of HEMA non-silicone hydrogel-based contact lenses are spatially uniform and do not have such an interface. We have had previous failures in sensing analytes using these non-silicone HEMA-type lenses [6364]. The present results for sodium provide a roadmap for synthesis of ISF for all tear electrolytes.

Limitations of Present Electrolyte Measurements in Tears.

The Schrimer test (Scheme 1A) is used for diagnosis of dry eye disease (DED). A strip of filter paper placed in the conjunctival sac in patients and the wetting distance is measured. A shorter wetting distance suggests the presence of aqueous deficient dry eye (ADDE). This test is difficult to standardize and there is no accepted wetting distance to diagnose ADDE [6566]. Additionally, DED is a multi-factional disease which can be due to other causes such as Sjogren’s syndrome, which is an autoimmune reaction affecting the moisture secreting glands of the eyes and mouth [6768]. The total electrolyte concentration in tears can also be due to a change in lipid composition. Such changes can be due to dysfunction of the Meibomian gland resulting in an excessive rate of water evaporation from tears [6970], resulting in increased electrolyte concentrations. This condition, called evaporative dry eye (EDE), is difficult without a detailed analysis of the lipid composition of tears [7172]. It is reasonable to suggest that the difficulties in diagnosis of DED and other disorders are due to limited testing that can be performed using tears.

The most modern measurement of tear electrolytes is obtained from the electrical conductivity of a tear sample. The sample is taken quickly prior to the eye responding to physical contact (Scheme 1B) and presumed to be a basal tear sample [1618]. The measurement appears to be simple but three (3) repeated measurements on each eye are required for a clinically reliable result [7375]. There has been a report of a microfluidic system for measurement of Na+, K+, Ca2+ and pH [76]. This device provides a one-time measurement and is still to approved for clinical use.

Usefulness of Measuring Individual Electrolyte Concentrations.

Because the individual ion concentrations not presently available it is difficult to provide a clinical justification for measuring each electrolyte. Some publications suggest the ion concentrations in basal tear fluid can be diagnostic for various medical conditions. For example, inflammation of the cornea is known to be associated with neutrophils [7778]. Activated neutrophils release protons [7981] and a decrease in pH may indicate an infection. Potassium has been reported to play a role in UV protection [8283]. Calcium plays a role in mucin packaging [84] and increased calcium concentrations have been linked to cystic fibrosis [85] and age-related macular degeneration [86]. Magnesium deficiency has been linked to the incidence of glaucoma [8789]. The linkage between various pathologies and individual ion concentrations is likely to be clarified when more separate electrolytes can be measured, without purification of the basal tear fluid.

Drug Development for DED and Other Ocular Pathogens.

It appears that drug development for DED has been hindered by the limited information from measurements of the total electrolyte concentrations. There are only two FDA-approved drugs to treat DED. Ristasis (approved in 2003) is an emulsion of cyclosporine 0.05%, an immunomodulator, which decreases the inflammatory response in the conjunctival epithelial cells [9091] and increases tear production. Restasis is expected to be effective for patients with ADDE. The difficulty in ocular drug development is seen from the 14 years before the FDA to approve a second drug Xiidra (Lifetigrast 5%) in July 2016 [9293]. This drug inhibits T-cell binding to receptors and decreases the release of inflammatory cytokines [9495]. It is possible that measurement of individual ion concentrations will stimulate research efforts to modify these concentrations.

Use of an Electrolyte Contact Lens (EL-CL) in an Ophthalmology Office.

It is easy to imagine how an EC-CL could be used in an ophthalmology office. Contact lenses can be easily inserted even for individuals who do not normally wear contact lenses. After insertion of the lens there can be a short waiting period of about 10 minutes for the tears to regain the normal electrolyte concentrations. The fluorescent signals could then be used to determine the ion concentrations. The EL-CL also could be a prescribed lens to be worn continually by the patients for self-testing with an EL-CL reading device. Such a device is now possible due to the many advances in electronics, detectors and iris tracking technologies.

Devices to Measure Fluorescence from Contact Lenses.

The rapid evolution of consumer electronics indicates it is now possible to design and fabricate an EL-CL reader for intensity ratios or lifetimes from labeled lenses worn by patients. We expect the first device would be located at the eye examination station in the ophthalmologist’s office. This device will be a small desktop-type steady-state fluorometer for wavelength-ratiometric measurements and/or a time-resolved instrument for intensity decays. All the electronics for time-correlated single photon counting can be placed on a single computer circuit board. After contact lenses are developed for additional tear electrolytes these instruments will be used for research and diagnosis of DED and other ocular conditions. It seems likely that clinical research projects will be initiated to correlate individual ion concentrations with specific ocular diseases. After demonstration of clinical value we expect smaller EL-CL readers will be developed, such as a portable hand-held device possibly based on a cell phone camera. The following paragraphs describe current optical technologies for such devices.

Light sources and detectors for fluorescence.

Many solid-state LEDs and laser diodes (LD) are available for most wavelengths above 260 nm in the UV and extending to over 900 nm in the NIR [9697]. Pulsed laser diodes (without frequency doubling) are available down to 375 nm. Wavelengths below 400 nm are absorbed by the cornea and do not reach the retina [9899]. Shorter wavelengths are blocked by many contact lenses [100101]. Most ISF absorb and emit light in this spectral range. These fluorophores can be used as starting points for making probes which are functional in SiHG lenses.

Fluorescence and FLIM Images of the EL-CL.

The rapidly evolving technology for CMOS detector arrays will enable hand-held and battery powered EL-CL reading devices that can measure the intensities and lifetimes in different locations on a contact lens (Scheme 1D). Charge-coupled devices (CCDs) are rapidly being replaced by CMOS detector arrays (CDAs) because CDAs require 100-fold less power than CCDs [102103]. CDAs have high sensitivity and frame rates [104] and have been used for live cell imaging and single molecule detection [105106]. CDAs are capable of measuring nanosecond decay times and therefore useful for fluorescence lifetime imaging microscopy (FLIM) [107108]. A new CDA was announced which obtained 3D images using the time-of-flight from camera-to-surface and back [109]. Since the distance resolution appears to be below 1 inch the time resolution must be below 1 ns.

Iris Tracking Technology.

Measurements of multiple ions or multiple spots on a lens may be difficult when the exact iris location is not known and the iris may be moving. Devices are already available for identification of individuals by imaging the iris, so the software and hardware to image a moving iris is already available. The EL-CL will contain multiple locations which provide known emission intensities and/or lifetimes for calibration, and thus be self-calibrating. The availability of point-of-care and self-testing measurements of tear electrolytes will provide an immediate health benefit for individuals with DED. We expect the EL-CL will become widely used for diagnosis and treatment for other ocular pathologies.

And finally, we note that our sensing contact lens is distinct from those being developed elsewhere which contains electronic circuits, and antennas to capture energy to power the device, and detectors to measure the emission [110113]. The complexity and expense of such electronic contact lenses will increase greatly for measurements of multiple electrolytes. Such lenses are likely to be expensive, not suitable for one day use and available in only a single type of contact lens polymer. Our approach does not require any electronics in the lenses. Addition of probes is likely to be inexpensive and the labeled lenses will be compatible with the growing trend toward one-day use of contact lenses.

Conclusion

In summary, we presented sodium-sensitive SiHG contact lenses by placing ion sensitive probes, sodium green derivatives SG-C16, SG-LPE and SG-PL. The probe sodium green was derivatized with hydrophobic or poly-lysine chains to bind the silicone regions of lenses, while maintaining the ability to sense sodium ions in aqueous regions of the lens. The contact lens reversible response to sodium is useful for continuous monitoring. To the best of our knowledge, this is the first report of a fluorescent contact lens sensitive to sodium concentration. Water-soluble probes are already known for other dominant electrolytes in tears. Our present approach can allow rational design of contact lenses for the total electrolyte profile of tears.

Supplementary Material

1

Highlights.

  • A method to make fluorescent silicone hydrogel contact lens for the estimation of sodium ion concentrations in tears was described.

  • Three sodium green derivatives (SG-C16, SG-LPE and SG-PL) were derived from sodium selective dye sodium green

  • All three sodium sensitive probes within the Biofinity contact lens displayed spectral changes in the tear physiological range, suitable for non-invasive continuous monitoring of sodium ions in tear.

  • This is the first report of a fluorescent contact lens to estimate sodium ion concentration and suggests that the contact lenses to measure other electrolytes in tears can be developed using the same approach by using other ion-sensitive fluorophores in contact lenses.

Acknowledgments

This work was supported by grants from the National Institutes of Health, S10OD19975 and S10RR026370, with partial support from GM 107986, GM 129561 and GM 125976. The authors thank iChek, Inc. for helpful discussions. In addition, we thank Dr. Julie Rosen for critical reading and editing.

Biography

Ramachandram Badugu PhD, is an Assistant Professor at the Centre for Fluorescence Spectroscopy, Department of Biochemistry and Molecular Biology, University of Maryland School of Medicine, Baltimore. His research interests are development of methodologies for fluorescence sensing, fluorescence signal amplification and/or directional emission using plasmonic, photonic or hybrid plasmonic–photonic structures.

Henryk Szmacinski PhD, is and Adjunct Associate Professor at the Centre for Fluorescence Spectroscopy, Department of Biochemistry and Molecular Biology, University of Maryland School of Medicine, Baltimore. His research interests are focused on fluorescence sensing, metal-enhanced fluorescence and their biological applications.

E. Albert Reece, MD, PhD, is Executive Vice President for Medical Affairs at the University of Maryland, Dean of the School of Medicine and Professor in the Departments of Obstetrics, Gynecology and Reproductive Sciences; Internal Medicine, and Biochemistry & Molecular Biology. His research interests are studying the biologic/molecular causes and consequences of diabetes-induced birth defects.

Bennie H. Jeng, MD, is a Professor and Chair, Department of Ophthalmology & Visual Sciences, University of Maryland School of Medicine, Baltimore. His research specialties are Cornea and External Disease.

Joseph R. Lakowicz, PhD, is a Professor and Director Center for Fluorescence Spectroscopy, Department of Biochemistry and Molecular Biology, University of Maryland, Baltimore. His research is focused on advancing the field of fluorescence spectroscopy, which includes fluorescence sensing and development of plasmon-controlled fluorescence.

Footnotes

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Declaration of Interest

None.

Availability of data and materials

The data analyzed during the current study are available from the corresponding author on reasonable request.

References

  • 1.Weatherby D, and Fersugon S (2004). Blood Chemistry and CBC Analysis: Clinical Laboratory Testing from a Functional Perspective, Emperors Group LLC, 308 pp. [Google Scholar]
  • 2.Leeflang MG, Deeks JJ, Gatsonis C, and Bossuyt PM (2008). Systematic reviews of diagnostic test accuracy, Nature Rev. Clin. Oncol 149:889–897. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Basten G (2019). Blood results in clinical practice: A practical guide to interpreting blood test results, MK Publishing, 124 pp. [Google Scholar]
  • 4.Nasedkina A (2012). Laboratory tests of blood and urine in diagnostics, 218 pp. [Google Scholar]
  • 5.Icon Health Publications (2004). Urine tests - A medical dictionary, bibliography, and annotated research guide, 60 pp. [Google Scholar]
  • 6.Stein HA (2012). The ophthalmic assistant: A text for allied and associated ophthalmic personnel, Saunders Pub., 928 pp. [Google Scholar]
  • 7.Bagheri N, Wajda B, Calvo C, and Durrani A (2012). The Wills eye manual: Office and emergency room diagnosis and treatment of eye disease, LWW Pub., 471 pp. [Google Scholar]
  • 8.Van Haeringen NJ (1981). Clinical biochemistry of tears, Sur. Ophthal, 26:84–96. [DOI] [PubMed] [Google Scholar]
  • 9.Fullard RJ, and Tucker DL (1991). Changes in human tear protein levels with progressively increasing stimulus, Inves. Oph. Vis. Sci, 32:2290–2301. [PubMed] [Google Scholar]
  • 10.von Thun und Hohenstein-Blaul N, Funke S, and Grus FH (2013). Tears as a source of biomarkers for ocular and systemic diseases, Exp. Eye Res, 126–137. [DOI] [PubMed] [Google Scholar]
  • 11.Scherz W, Doane MG, and Dohlman CH (1974). Tear volume in normal eyes and keratoconjunctivitis sicca, Graefes Arch. Klin. Ophthalmol, 141(2):141–150. [DOI] [PubMed] [Google Scholar]
  • 12.Fassett JD, and Paulsen PJ (1989). Isotope dilution mass spectrometry for accurate elemental analysis, Anal. Chem, 61:643A–649A. [Google Scholar]
  • 13.Dzeletovic S, Breuer O, Lund E, and Eiczfalusy U (1995). Determination of cholesterol oxidation products in human plasma by isotope dilution-mass spectrometry, Anal. Biochem, 225:73–80. [DOI] [PubMed] [Google Scholar]
  • 14.Schirmer O (1903). Albrecht von Graefe’s archive for clinical and experimental ophthalmology. Albrecht von Graefes Arch. Oph, 56:197–291. [Google Scholar]
  • 15.Wright JC, and Meger GE (1962). A review of the Schirmer test for tear production, Arch. Ophthal, 67:564–565. [DOI] [PubMed] [Google Scholar]
  • 16.TearLab Osmalarity Test Card package insert. TearLab Corp: (2008). September. [Google Scholar]
  • 17.Versura P, and Campos EC (2014). TearLab osmolarity system for diagnosing dry eye, Exp. Rev. Molec., Diagn, 13(2):119–129. [DOI] [PubMed] [Google Scholar]
  • 18.Versura P, and Campos EC (2014). Tear Lab osmolarity system for diagnosing dry eye, Exp. Rev. Molec., Diagn, 13(2):119–129. [DOI] [PubMed] [Google Scholar]
  • 19.Foulks GN, and Pflugfelder SC (2014). New testing options for diagnosing and grading dry eye disease, Am. J. Ophthalmol, 157:1122–1129. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Roy NS, Wei Y, Kuklinski E, and Asbell PA (2017). The growing need for validated biomarkers and endpoints for dry eye clinical research, Invest. Oph. Vis. Sci, 58:BI01–BI019. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Versura P, Profazio V, and Campos EC (2010). Performance of tear osmolarity compared to previous diagnostic tests for dry eye diseases, Curr. Eye Res, 35(7):553–564. [DOI] [PubMed] [Google Scholar]
  • 22.Tomlinson A, Khanal S, Ramaesb K, Diaper C, and McFadyen A (2006). Tear film osmolarity: determination of a referent for dry eye diagnosis, Invest. Ophthalmol. Vis. Sci, 47(10):4309–4315. [DOI] [PubMed] [Google Scholar]
  • 23.Al-Saedi Z, Zimmerman A, Bachu RD, Dey S, Shah Z, Baugh R, and Boddu SHS (2016). Dry eye disease: Present challenges in the management and future trends, Curr. Pharm. Des, 22:4470–4490. [DOI] [PubMed] [Google Scholar]
  • 24.Farrand KF, Fridman M, Stillman IO, and Schaumberg DA (2017). Prevalence of diagnosed dry eye disease in the United States among adults aged 18 years and older, Am. J. Ophthalmol 182:90–98. [DOI] [PubMed] [Google Scholar]
  • 25.Smith JA, Chair (2007). Report of the Epidemiology Subcommittee, Intl. Dry Eye Workshop (2007). DEWS Epidemiology, 93–107. [Google Scholar]
  • 26.Badugu R, Jeng BH, Reece EA, and Lakowicz JR (2018). Contact lens to measure individual ion concentrations in tears and applications to dry eye disease, Anal. Biochem, 542:84–94. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Badugu R, Reece EA, and Lakowicz JR (2018). Glucose-sensitive silicone hydrogel contact lens toward tear glucose monitoring, Biomed. Opt, 23:1–5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Haugland RP (1996). Handbook of Fluorescent Probes and Research Chemicals, 6th ed., pp. 503–584. Molecular Probes Inc., Eugene, OR. [Google Scholar]
  • 29.Liu DE, Kotsmar C, Nguyen F, Sells T, Taylor NO, Prausnitz JM, and Radke CJ (2013). Macromolecule sorption and diffusion in HEMA/MAA hydrogels, Ind. Eng. Chem. Res, 52:18109–18120. [Google Scholar]
  • 30.Garrett Q, Chatelier RC, Griesser HJ, and Milthorpe BK (1988). Effect of charged groups on the adsorption and penetration of proteins onto and into carboxymethylated poly(HEMA) hydrogels, Biomaterials, 19:2175–2186. [DOI] [PubMed] [Google Scholar]
  • 31.Hoffman AS (2012). Hydrogels for biomedical applications, Adv. Drug Del. Rev, 64:18–23 [DOI] [PubMed] [Google Scholar]
  • 32.Lakowicz JR (2006). Principles of Fluorescence Spectroscopy, 3rd Ed. Springer, 954 pp. [Google Scholar]
  • 33.Sharma A, and Wolfbeis OS (1988). Fiber Optic Oxygen Sensor Based on Fluorescence Quenching and Energy Transfer Appl. Spectrosc, 42:1009–1012. [Google Scholar]
  • 34.Wang MTM, et al. (2016). Compatibility of phospholipid liposomal spray with silicone hydrogel contact lens wear, Con. Lens Ant. Eye, 40:53–58. [DOI] [PubMed] [Google Scholar]
  • 35.Peter K, and Millar TJ (2002). The role of different phospholipids on tear break up time using a model eye, Curr. Eye Res, 25:55–60. [DOI] [PubMed] [Google Scholar]
  • 36.Oliver RC, Lipfert J, Fox DA, Lo RH, Donlach S, and Columbus L (2013). Dependence of micelle size and shape on detergent alkyl chain length and head group, Plos One, 8:e62488–e62498.23667481 [Google Scholar]
  • 37.Yamanaka T, Ogihara N, Ohhori T, Hayashi H And Muramatsu T (1997). Surface chemical properties of homologs and analogs of lysophosphatidylcholine and lysophosphatidylethanolamine in water, Chem. Phy. Lip, 90:97–107. [Google Scholar]
  • 38.Laouini A, Jaafar-Maalej C, Limayem-Blouza I, Sfar S, Charcosset C, and Fessi H (2012). Preparation, characterization and applications of liposomes: State of the art, J. Coll. Sci. Biotech, 1:147–168. [Google Scholar]
  • 39.Akbarzadeh A, Sadabady RR, Davaran S, Joo SW, Zarghami N, Hanifehpour Y, Samiei M, Kouhi M, and Koshki KN (2013). Liposome: classification, preparation and applications, Nan. Res. Letts, 8:102–121. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 40.Austin DTR, and Hills BP (2009). Two-dimensional NMR relaxation study of the pore structure in silicone hydrogel contact lenses, Appl. Mang. Reson, 35:581–591. [Google Scholar]
  • 41.Guryca V, Hobzova R, Pradny M, Sirc J, and Michalek J (2007). Surface morphology of contact lenses probes with microscopy techniques, Con. Lens Ant. Eye, 30:215–222. [DOI] [PubMed] [Google Scholar]
  • 42.Aum H, Lvov YM, Mills DK, Jennings M, Alexander JS, and Jones SA (2003) Coating and selective deposition of nanofilm on silicone rubber for cell adhesion and growth, Cell Biochem. Biophys, 38:103–114. [DOI] [PubMed] [Google Scholar]
  • 43.Harnett EM, Alderman J, and Wood T (2007). The surface energy of various biomaterials coated with adhesion molecules used in cell culture, Colloids Surf Biointer, 15:90–97 [DOI] [PubMed] [Google Scholar]
  • 44.Maldonado-Codina C, and Efron N (2003). Hydrogel lenses – materials and manufacture: A review, Optometry Prac, 4:101–115. [Google Scholar]
  • 45.Sariri R (2004). Protein interaction with hydrogel contact lenses. J. Appl. Biomat. Biomech, 2:1–19. [PubMed] [Google Scholar]
  • 46.Sopkova J, Vincent M, Takahashi M, Lewit-Bentley A, Gallay J (1998). Conformational flexibility of domain III of annexin V studied by fluorescence of troptophan 187 and circular dichroism the effect of pH, Biochem, 37:11962–11970. [DOI] [PubMed] [Google Scholar]
  • 47.Toptygin D, Savtchenko RS, Meadow ND, and Brand L (2001). Homogeneous spectrally- and time-resolved fluorescence emission from single tryptophan mutants of ILA protein, J. Phys. Chem. B, 105:2043–2055. [Google Scholar]
  • 48.Szmacinski H, and Lakowicz JR (1997). Sodium green as a potential probe for intracellular sodium imaging based on fluorescence lifetime, Anal. Biochem, 250(2):131–138. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 49.Schreiner AE, and Rose CR (2012). Quantitative imaging of intracellular sodium, Curr. Micro. Con. Adv. Sci. Tech, 119–129. [Google Scholar]
  • 50.Doussineau T, Schulz A, Lapresta-Fernandez A, Moro A, Korsten S, Trupp S, and Mohr GJ (2010). On the design of fluorescent ratiometric nanosensors, Chem. Eur. J, 16:10290–10299. [DOI] [PubMed] [Google Scholar]
  • 51.Pan W, Wang H, Yang K, Yu Z, Li N, and Tang B (200). Ratiometric fluorescence nanoprobes for subcellular pH imaging with a single-wavelength excitation in living cells, Anal. Chem, 88:6743–6748. [DOI] [PubMed] [Google Scholar]
  • 52.He H, Mortellaro MA, Leiner MJP, Young ST, Fraatz RJ, and Tusa JK (2003) A fluorescent chemosensor for sodium based on photoinduced electron transfer, Anal. Chem, 75:549–555. [DOI] [PubMed] [Google Scholar]
  • 53.Nandhikonda P, Begaye MP, and Heagy MD (2009). Highly water-soluble, off-on dual fluorescent probes for sodium and potassium ions, Tethed. Letts, 50:2459–2461. [Google Scholar]
  • 54.Ohashi Y, Dogru M, and Tsubota K (2006). Laboratory findings in tear fluid analysis, Clin. Chim. Acta, 369:17–28. [DOI] [PubMed] [Google Scholar]
  • 55.Sapse AT, Bonavida B, Stone W, and Sercarz EE (1969). Proteins in human tears: I. Immunoelectrophoretic patterns, Arch. Ophthalmol, 81:815–819. [DOI] [PubMed] [Google Scholar]
  • 56.Daniel E, and Weber G (1966). Cooperative effects in binding by bovine serum alumin. I: the binding of 1-anilino-80naphthalensulfonate. Fluorometric titrations. Coop Effects Bind. Albumin, 5:1893–1900. [DOI] [PubMed] [Google Scholar]
  • 57.Kufe DW (2009). Mucins in cancer: function, prognosis and therapy, Nat. Rev. Cancer, 9:874–885 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 58.Wang X-D, and Wolfbeis OS (2013). Fiber-optic chemical sensors and biosensors (2008–2012), Anal. Chem, 85:487–508. [DOI] [PubMed] [Google Scholar]
  • 59.Thompson RB (Ed.) Fluorescence Sensors and Biosensors, (2006). Taylor & Francis, New York, 394 pp. [Google Scholar]
  • 60.Mason WT (Ed.) (1999). Fluorescent and Luminescent Probes for Biological Activity, Academic Press, New York, 647 pp. [Google Scholar]
  • 61.Golchini K, Mackovic-Basic M, Gharib SA, Masilamani D, Lucas ME, and Kurtz I (1990). Synthesis and characterization of a new fluorescent probe for measuring potassium, Am. J. Physiol, 258:F438. [DOI] [PubMed] [Google Scholar]
  • 62.Ruiz-Ederra Javier, Levin Marc H., and Verkman AS (2009). In situ fluorescence measurement of tear film [Na+], [K+], [Cl] and pH in mice shows marked hypertonicity in Aquaporin-5 deficiency, Invest. Opthalmol. Vis. Sci, 50(5):2132–2138. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 63.Badugu R, Lakowicz JR, and Geddes CD (2003). A glucose sensing contact lens: A non-invasive technique for continuous physiological glucose monitoring, J. Fluores, 13:371–374. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 64.Badugu R, Lakowicz JR, and Geddes CD (2005). Boronic acid fluorescent sensors for monosaccharide signaling based on the 6-methoxyquinolinium heterocyclic nucleus: progress toward noninvasive and continuous glucose monitoring, Bioorg. Med. Chem, 13:113–119. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 65.Fullord RJ, and Tucker DL (1991). Changes in human tear protein levels with progressively increasing stimulus, Inves. Ophthalmol.. Vis. Sci, 32(8):2290–2301. [PubMed] [Google Scholar]
  • 66.Stuchell RN, Feldman JJ, Forris RL, and Mondel ID (1984). The effect of collection technique on tear composition, Inves. Ophthalmol. Vis. Sci, 25:374–377. [PubMed] [Google Scholar]
  • 67.Jones L, Downie L, Korb D, et al. (2017). TFOS DEWS II management and therapy report, The Ocular Sur, 15:575–628. [DOI] [PubMed] [Google Scholar]
  • 68.Phadatare SP, Momin M, Nighojkar P, Askarkar S, and Singh KK (2015). A comprehensive review on dry eye diseases: diagnosis, medical management, recent developments, and future challenges, Adv. Pharmac, article ID 704946, pp 1–12. [Google Scholar]
  • 69.Tsubota K, Yokoi N, Shimazaki J, et al. (2017). New perspectives on dry eye definition and diagnosis: A consensus report by the Asia dry eye society, Clin. Pract, 15:65–76. [DOI] [PubMed] [Google Scholar]
  • 70.Enriguez-de-Salamanca A, et al. (2010). Tear cytokine and chemokine analysis and clinical correlations in evaporative-type dry eye disease, Molec. Vision, 16:862–873. [PMC free article] [PubMed] [Google Scholar]
  • 71.Versura P, Nanni P, Vavelloni A, Blalock WL, Piazzi M, Roda A, and Campos EC (2010). Tear proteomics in evaporative dry eye disease, Eye, 24:1396–1402. [DOI] [PubMed] [Google Scholar]
  • 72.Fron AJ, Med F, and Tiffany JM (2004). The contribution of Meibomian disease to dry eye, The Ocular Sur, 2:149–164. [DOI] [PubMed] [Google Scholar]
  • 73.Szczesna-Iskander DH (2016). Measurement variability of the TearLab osmolarity system, Con. Lens Ant. Eye, 39:353–358. [DOI] [PubMed] [Google Scholar]
  • 74.Yoon D, Gadaria-Rathod N, Oh C, and Asbell PA (2014). Precision and accuracy of TearLab osmometer in measuring osmolarity of salt solutions, Curr. Eye Res, 39(12):1247–1250. [DOI] [PubMed] [Google Scholar]
  • 75.Masmali A, Saad A, Ahmed A, El-Hiti GA, and Turki A (2014). Investigation of tear osmolarity using the TearLab osmolarity system in normal adults in Saudi Arabia, Eye Con. Lens, 40(2):74–78. [DOI] [PubMed] [Google Scholar]
  • 76.Yetisen AK, et al. (2017). Paper-based microfluidic system for tear electrolyte analysis, Lab on a Chip, 17:1137–1148. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 77.Dana R, Chauhan SK, and Stevenson W (2012). Dry eye disease - an immune-mediated ocular surface disorder, Arch Ophthalmol, 130:90–100. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 78.Pflugfelder SC (2003). Anti-inflammatory therapy of dry eye, The Ocular Surface, 1(1):31–36. [DOI] [PubMed] [Google Scholar]
  • 79.Gorbet M, Postnikoff C, and Williams S (2015). The noninflammatory phenotype of neutrophils from the closed eye environment: A flow cytometry analysis of receptor expression, Invest. Ophthalmol. Vis. Sci, 56:4582–4591. [DOI] [PubMed] [Google Scholar]
  • 80.Demaurex N, Schrenzel J, Jaconi ME, Lew DP, and Krause K (1993). Proton channels, plasma membrane potential, and respiratory burst in human neutrophils, Eur. J. Haematology, 51(5):309–312. [DOI] [PubMed] [Google Scholar]
  • 81.van Zwieten R, Wever R, Hamers MN, Weening RS, an Roos D (1981). Extracellular proton release by stimulated neutrophils, J. Clin. Invest, 66(1):310–313. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 82.Schotanus MP, Koetje R, VanDyken RE, and Ubels JL (2011). Stratified corneal limbal epithelial cells are protected from UBV-induced apoptosis by elevated extracellular K+, Exp. Eye Res, 93:735–740. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 83.Ubels JL, Schotanus MP, Bardolph SL, et al. (2010). Inhibition of UV-B induced apoptosis in corneal epithelial cells by potassium channel modulators, Exp. Eye Res, 90:216–222. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 84.Paz HB, Tisdale AS, Danjo Y, Spurr-Michaud SJ, Argueso P, and Gipson IK (2003). The role of calcium in mucin packaging within goblet cells, Exp. Eye Res, 77:69–75. [DOI] [PubMed] [Google Scholar]
  • 85.Botelho SY, Goldstein AM, and Rosenlund ML (1973). Tear sodium, potassium, chloride, and calcium at various flow rates: Children with cystic fibrosis and unaffected siblings with and without corneal staining, J. Ped, 83:601–606. [DOI] [PubMed] [Google Scholar]
  • 86.Chew E (2019). Association of Dietary and Supplementary Calcium Intake With Age-Related Macular Degeneration, https://consumer.health-day-com/eye-care-information-13/eye-and-vision-problem-news-295/extra-calcium-safe-for-the-aging-eye-744096.html [DOI] [PMC free article] [PubMed]
  • 87.Arutyunyan L, and Iomdina E (2013). Drug therapy of magnesium deficiency in patients with primary open angle glaucoma (POAG), ARVO Ann. Meet, 54. [Google Scholar]
  • 88.Agarwal A, Lezhitsa L, and Agarwal P (2013). Pathogenetic role of magnesium deficiency in ophthalmic diseases, Biometals, 27:5–18. [DOI] [PubMed] [Google Scholar]
  • 89.Ekici F, Korkmaz S, Kargaca EE, Sul S, Tufan HA, Avdin B, and Dilekoz E (2014). The role of magnesium in the pathogenesis and treatment of glaucoma, Int. Sch. Res. Notices 1–13. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 90.Gokce EH, Sandri G, Bonferoni MC (20087). Cyclosporine A loaded SLNs: evaluation of cellula uptake and corneal cytotoxicity, Int. J. Pharmac, 364(1):76–86. [DOI] [PubMed] [Google Scholar]
  • 91.Achtsidis V, Kozanidou E, Bournas P, Tentolourisk N, and Theodossiadis PG (2014). Dry eye and clinical disease of tear film, diagnosis, and management, U.S. Ophthal. Rev, 7(2):109–115. [Google Scholar]
  • 92.delaTorre B, and Albericio F (2017). The pharmaceutical industry in 2016. An analysis of FDA drug approvals from a perspective of the molecule type, Molecules, 22:368. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 93.Karpecki PM (2016). Say hii to Xiidra, Review of Optometry, August 2016. [Google Scholar]
  • 94.Erdinest N, and Solomon A (2019). Topical anti-inflammation agents for dry eye disease, Harefuah, 158:130–135. [PubMed] [Google Scholar]
  • 95.Rao S, Revathi R, Durairajan R, Palanisamy S, Reddy SR, Nainappan M, and Chandrasekhar D (2017). Symposium on dry eye disease management, J. Ophthal. Sci. Res, 55:321–324. [Google Scholar]
  • 96. Http://www.horiba.com/us/en/scientific/products/fluorecence/lifetime.
  • 97. Http://www.hamamatsu.com/ip/en/1004.html.
  • 98.Changyuan LU, Chenhui H, Guanshu L, Xichen C, Yuling C, and Side Y (2001). Photophysical and photochemical processes of riboflavin (vitamin B2) by means of the transient absorption spectra in aqueous solution, Science in China, 44(1):39–44. [Google Scholar]
  • 99.Cullen AP, Dumbleton KA, and Chou BR (1991). Protection from acute exposure to ultraviolet radiation, Ophthalmol. Vis. Sci, 66:407–411. [DOI] [PubMed] [Google Scholar]
  • 100.Osama IMA, Takashi K, Hitomi WT, Murat D, Yukihiro M, Yoko O, Junko O, Kazuno N, Jun S, Yasuo S, et al. (2012). Corneal and retinal effects of ultraviolet B exposure in a soft contact lens mouse model, Invest. Opthal. Vis. Sci, 53(4):2403–2413. [DOI] [PubMed] [Google Scholar]
  • 101.Harris MG, Chin RS, Lee DS, Tam MH, and Dobkins CE (2000). Ultraviolet transmittance of the vistakon disposable contact lenses, Contact Lens Ant. Eye, 23:10–15. [DOI] [PubMed] [Google Scholar]
  • 102.Gamal A. El., and Eltoukhy H (2005). CMOS image sensors, IEEE Cir. Dev. Mag, 21(3):8755–3996. [Google Scholar]
  • 103.Theuwissen AJP (2008). CMOS image sensors: State-of-the-art, Solid State Electron, 42:1401–1406. [Google Scholar]
  • 104.Beier HT, and Ibey BL (2014). Experimental comparison of the high-speed imaging performance of an EM-CCD and sCMOS camera in a dynamic live-cell imaging test case, PloS One, 9:e84614–1/6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 105.Saruabh S, Maji S, and Bruchez MP (2012). Evaluation of sCMOS cameras for detection and localization of single Cy5 molecules, Optics Exp, 20(7):7338–7349. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 106.Charbon E (2008). Towards large scale CMOS single-photon detector arrays for lab-on-chip applications, J. Phys. D: Appl. Phys, 41:094010–1/9 [Google Scholar]
  • 107.Mattioli Della Rocca F, Nedbal J, Tyndall D, Krstajic N, Day-Uei Li D, Ameer-Beg SM, and Henderson RK (2016). Real-time fluorescence lifetime actuation for cell sorting using a CMOS SPAD silicon photomultiplier, Optics Letts, 41(4):673–676. [DOI] [PubMed] [Google Scholar]
  • 108.Rae BR, Muir KR, Gong Z, McKendry J, Girkin JM, Gu E, Renshaw D, Dawson MD, and Henderson RK (2009). A CMOS time-resolved fluorescence lifetime analysis micro-system, Sensors, 9:9255–9274. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 109. http://www3.lenovo.com/us/en/smart-devices/-lenovo-smartphones/phab-series/c/phab-series.
  • 110.Yao H, Shum AJ, Cowan M, Lahdesmaki I, and Parviz BA (2011). A contact lens with embedded sensor for monitoring tear glucose level, Biosen. Bioelec, 26:3290–3296. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 111.Kim J, Kim M, Lee M-S, Kim K, Ji S, Kim Y-T, Park J, Na K, Bae K-H, Kim HK, Bien F, Lee CY, and Park J-U (2016). Wearable smart sensor systems integrated on soft contact lenses for wireless ocular diagnostics, Nature Commun, 1–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 112.Shaker G, Chen R, Milligan B, and Qu T (2016). Ambient electromagnetic energy harvesting system for on-body sensors, Elec. Letts, 52:1834–1836. [Google Scholar]
  • 113.Tseng RC, Chen C-C, Hsu S-M, and Chuang H-S (2018). Contact-lens biosensors, Sensors, 18:1–24. [DOI] [PMC free article] [PubMed] [Google Scholar]

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