Abstract
Minimally invasive devices to detect molecules in dermal interstitial fluid (ISF) are desirable for point-of-care diagnostic and monitoring applications. In this study, we developed a microneedle (MN) patch that collects ISF for on-patch biomarker analysis by surface-enhanced Raman scattering (SERS). The micron-scale MNs create micropores in the skin surface, through which microliter quantities of ISF are collected onto plasmonic paper on the patch backing. The plasmonic paper was prepared by immobilizing poly (styrene sulfonate) (PSS) coated gold nanorods (AuNRs) on a thin strip of filter paper using plasmonic calligraphy. Negatively charged PSS was used to bind positively charged rhodamine 6G (R6G), which served as a model compound, and thereby localize R6G on AuNR surface. R6G bound on the AuNR surface was detected and quantified by acquiring SERS spectra from the plasmonic paper MN patch. This approach was used to measure pharmacokinetic profiles of R6G in ISF and serum from rats in vivo. This proof-of-concept study indicates that a plasmonic paper MN patch has the potential to enable on-patch measurement of molecules in ISF for research and future medical applications.
Keywords: Gold nanorods, interstitial fluid, microneedle patch, pharmacokinetic profile, point-of-care diagnostics and monitoring, surface-enhanced Raman spectroscopy
Point-of-care (POC) diagnostics is a rapidly growing field in the era of decentralized healthcare systems1. Although blood is considered the gold standard for diagnostic assays, blood sampling involves limitations such as difficulty of continuous monitoring due to blood clotting; need for medical professionals to collect blood by venipuncture; apprehension by patients associated with blood draws2 and need for additional processing for red blood cell removal before analysis3.
Interstitial fluid (ISF) is a novel source of biomarkers that fills the spaces between cells in tissues in the body, and complements conventional sources like blood, urine and saliva. ISF has been shown to contain systemic biomarkers and unique biomarkers compared to other body fluids4–6. Also, ISF is a largely colorless fluid devoid of clotting agents and cells, thus simplifying biochemical analysis7. ISF is often collected from the skin, due to easier access compared to internal tissues.
ISF has been relatively unexplored largely due to limitations of sampling techniques such as suction blister8, which requires specialized equipment, takes ~1 h to perform and causes lasting skin wound; reverse iontophoresis9, which is limited to small molecules and requires frequent calibration; and microdialysis10 and open flow microperfusion11, which requires expert personnel to perform minor surgery.
To enable simplified ISF collection, we and others have developed microneedle (MN) patches that can access ISF in a minimally invasive way that is painless, well-tolerated, easy-to-use and effective.12–13 MNs are solid needles measuring hundreds of microns in length and tapering to a sharp tip that are typically assembled in arrays on a patch that can be applied to the skin14–15. MN technology was originally developed for drug delivery into the body. When drug is coated on or encapsulated within MNs, the drug can be released typically by dissolution in the skin, thereby enabling simple administration of a drug that might otherwise require expert injection.
MN technology has been adapted for ISF collection, including suction-based ISF extraction through micropores16–17 hydrogel-forming MNs that swell with ISF in skin18–19, hollow microneedles that collect ISF by diffusion20 or pressure-driven flow21. In these cases, ISF is collected from the MN device and analyzed in a separate instrument, which requires an added step of ISF transfer. Other approaches involve in-situ biomarker detection such as selectively binding biomarkers to MN surfaces22–23, and incorporation of sensors into MNs for in situ analysis of ISF24–25. In these cases, the sensor is inserted into the body, which introduces significant design challenges to address safety/toxicity concerns and avoid sensor fouling.
To overcome limitations of other MN technologies, in this study we developed a MN patch that collects ISF from the skin (thereby avoiding complications of in-dwelling sensors) and allows on-patch detection of biomarkers and other molecules by surface-enhanced Raman spectroscopy (SERS) (thereby avoiding complicating sample transfer from the patch).
We selected surface enhanced Raman scattering (SERS) as a sensing modality for biomarker detection because it is a highly sensitive spectroscopic technique for molecular identification and detection26–27. SERS involves large enhancement of Raman scattering from molecules (analytes) absorbed on or near plasmonic nanostructures30. These plasmonic nanostructures are inert; photostable; optically tunable by changing nanostructure size, shape, composition and environment; and surface-stable for facile surface functionalization with various biological and organic molecules through covalent and non-covalent interactions28–29. These unique properties enable label-free SERS detection and molecular fingerprinting30 for medical diagnostic, environmental monitoring and homeland security applications31. For example, SERS has been used for in-vivo glucose sensing32–33 and for West Nile virus34 and cancer biomarker detection35. We and others have developed low-cost, flexible plasmonic substrates called ‘plasmonic paper’ by immobilizing functionalized plasmonic nanostructures (e.g. gold nanorods (AuNRs)) on filter paper for SERS-based detection36–38. In this study, we integrated plasmonic paper with MN patches to facilitate SERS-based detection of molecules present in ISF, collected by MNs.
We used R6G as a model compound to demonstrate the proof-of concept. Using a plasmonic paper MN patch for on-patch detection of model molecules in dermal interstitial fluid, we can perform the detection via a two-step process: apply the MN patch to skin and measure concentration directly on the MN patch by SERS (Figure 1A). In contrast, ISF collected using a conventional paper MN patch would require multiple steps for analysis, such as MN patch application to skin, analyte extraction from the paper MN patch by incubation in extraction media (which dilutes the sample) and centrifugation, loading samples into multi-well plates or other substrates for measurement and finally measuring concentration by a suitable analytical method (Figure 1B).
EXPERIMENTAL SECTION
Cetyltrimethylammonium bromide (CTAB), chloroauric acid (HAuCl4), ascorbic acid, sodium borohydride, poly (styrene sulfonate) (PSS) (Mw = 70,000 g/mol), rat serum, filter paper (Whatman #1) and rhodamine 6G (R6G) were purchased from Sigma Aldrich (St. Louis, MO). Silver nitrate was purchased from VWR International (Radnor, PA). All chemicals were used as received.
Microneedle patch fabrication
MN patches comprising of 9 MNs (650 μm long), each measuring 50 μm × 150 μm in cross section at the base and tapering to a tip of <1 μm radius of curvature were prepared (Tech Etch, Plymouth, MA) and a paper strip (Whatman grade 1 filter paper)_was adhered to the base of each patch without covering the needles, as described previously39.
The MN patches with 2 mm × 7 mm filter paper were used as prepared while the MN patches with 1 mm × 7 mm filter paper were further modified with AuNRs.
Plasmonic paper microneedle patch preparation
AuNRs were synthesized using a seed-mediated approach as previously published40–41. The seed solution was prepared by mixing 0.6 ml of 10 mM ice-cold sodium borohydride solution with 10 ml of CTAB (0.1 M) and HAuCl4 (2.5 × 10−4 M) solution under vigorous stirring. The growth solution was prepared by gently mixing 95 ml of CTAB (0.1 M), 0.5 ml of silver nitrate (10 mM), 4.5 ml of HAuCl4 (10 mM), and 0.55 ml of ascorbic acid (0.1 M). AuNR solution was prepared by adding 0.12 ml of freshly prepared seed solution to the growth solution and left in the dark for 14 h. Prior to use, excess CTAB was removed from the AuNR solution by centrifuging twice at 9300 × g for 10 min in a centrifuge (Eppendorf 5810 R, Hamburg, Germany) and the AuNRs were redispersed in nanopure water (18.2 MΩ cm).
AuNRs were modified with PSS42 and concentrated to form a plasmonic ink43, as described previously. Briefly, 10 ml of PSS (0.2% w/v) in 6 mM NaCl aqueous solution were mixed with 10 ml of twice-centrifuged AuNR solution under vigorous stirring and sonicated for 60 min. Excess PSS solution was removed as supernatant after centrifuging at 9300 × g for 10 min. The recovered pellet of PSS-AuNR was then redispersed in nanopore water to obtain 100 μl of plasmonic ink (200-fold concentration). As described in our previous studies43, the plasmonic ink was then injected into a clean empty ballpoint pen refill (Paper Mate Profile, Oak Brook, IL) and used to “write” PSS-AuNRs onto the 1 mm × 7 mm filter paper. The plasmonic paper was thoroughly rinsed in DI water to remove loosely bound PSS-AuNRs, air-dried and adhered to MN patches to make plasmonic paper MN patches.
ISF collection procedure
A MN patch was inserted into rat skin 5–10 times while pinching the skin with a force of 20–40 N until the filter paper on the MN patch was visually determined to be saturated with ISF. This application force was easily administered by hand and has been shown in other studies of MN patch application not to be associated with pain44–45. The amount of ISF collected was estimated to be 1.1 ± 0.3 μl or 2.0 ± 0.2 μl once the 1 mm × 7 mm or 2 mm × 7 mm filter paper on the MN patch was saturated with ISF, respectively, as described previously46
Characterization
Transmission electron microscopy (TEM) micrographs were obtained using a JEM-2100F field emission instrument (JEOL, Peabody, MA) by drying 2 μl of AuNR solution on a glow discharge-treated carbon-coated grid. Scanning electron microscope (SEM) images were recorded on a gold-sputtered plasmonic paper by using a Nova 2300 Field Emission SEM (FEI, Hillsboro, OR) at an accelerating voltage of 10 kV. UV-Vis extinction spectra were measured using a UV-1800 UV-Vis spectrophotometer (Shimadzu Scientific Instruments Inc., Columbia, MD).
SERS measurements of R6G spiked ISF and serum samples
Raman spectra were collected using an inVia confocal Raman microscope (Renishaw, Gloucestershire, UK) mounted on Leica microscope and controlled with Wire 3.4 software. The 785 nm wavelength diode laser (0.5mW) coupled to a holographic notch filter with a grafting of 1200 lines mm−1 was focused onto the sample using a 20X objective (NA = 0.4) with 10s exposure time., and 1 accumulation was collected per spot. Six spectra were collected from different spots across each substrate, using a motorized XYZ translational stage integral to the microscope.
ISF calibrators were prepared by adding aliquots of R6G stock solution to ISF (extracted from porcine cadaver skin) to create the following concentrations: 0, 0.05, 0.5, 2, 5, 10, 25, 50 and 100 μM R6G in ISF. Serum calibrators were prepared by adding aliquots of R6G stock solution to rat serum (collected from rats in vivo) to create the following concentrations: 0, 0.5, 5, 10, 25, 50 and 100 μM of R6G in Serum. The plasmonic paper was soaked in 150 μL of calibrator for 1 hour, thoroughly rinsed in DI water for 5 min, and air dried prior to collecting SERS spectrum from six different locations across the substrate.
In-vivo study and pharmacokinetic analysis
Procedures were performed on six hairless rats (335–375 gm, female, Charles River Laboratories, Wilmington, MA) continuously anesthetized by isoflurane (Isothesia, Henry Schein Animal Health, Dublin, OH) in 100% oxygen inhalation during drug administration and sample collection. A silicone rubber tube was placed in the right jugular vein and kept locked with sodium heparin (100 U/ml) solution in physiological saline. Care was taken to avoid administration of air bubbles, and blood samples were replaced with an approximately equal volume of heparinized saline. Each rat was infused with 10 mg/ml R6G in sterile water via a 24-gauge angiocatheter in the tail vein at a rate of 0.1 ml/min over 30 min by means of an infusion pump (Harvard Apparatus, Holliston, MA).
Blood samples (≤ 500 μl) were collected in microtainer collection tubes with clot activator (BD Diagnostics, Franklin Lakes, NJ) from the jugular tube once prior to and at 2, 7, 15, 20, 30 and 35 min after the start of R6G infusion. Companion ISF samples were also collected using MN patches with plasmonic paper or bare filter paper (without AuNRs) from the lateral side of the rat at the same time points. At the end of the study, a final blood sample (≤ 1 ml) was collected from each rat before euthanizing by carbon dioxide gas asphyxiation without recovery from isoflurane. These experiments were approved by the Georgia Institute of Technology Institutional Animal Care and Use Committee.
Detection of R6G from ISF/serum samples using SERS
Serum was separated from blood samples by centrifuging at 6000 × g for 1.5 min in a centrifuge tube (Eppendorf 5415R, Hamburg, Germany). For SERS-based testing, 1 μl of each serum sample was added on a piece of plasmonic paper and allowed to air dry. The ISF samples collected on plasmonic paper MN patches were tested directly. After rinsing in water, six spectra were collected from different locations across each plasmonic paper substrate to measure the intensity of the 1364 cm−1 Raman band. The corresponding concentration of R6G was determined from a calibration curve.
Detection of R6G from ISF/serum samples using fluorescence spectroscopy
A 1:50 dilution of serum samples was performed by mixing 2 μl of serum with 100 μl of DI water and a 1:50 dilution of ISF samples was performed by extracting ISF from the MN patches by centrifuging at 6000 × g for 1.5 min in 100 μl DI water per MN patch. The R6G concentration in ISF and serum samples was measured against a standard calibration curve of R6G in a 384 well plate (Costar Black Polypropylene, Corning, Corning, NY) using a Synergy H4 hybrid reader (BioTek, Winooski, VT) at an emission wavelength of 516 nm and absorption wavelength of 557 nm.
Determination of R6G in protein-free serum
To determine the extent of binding of R6G to plasma protein, 500 μl of serum sample collected prior to euthanizing the rats was centrifuged in a VivaSpin 500 centrifugal filter (MWCO 30,000; Vivaproducts, Littleton, MA) at 15,000 × g for 5 min. The R6G concentrations in the protein-free filtrate and in the serum prior to centrifugation were measured using the Synergy H4 hybrid reader, as described above.
Statistical analysis
Statistics were calculated using either Origin software (OriginLab, Northampton, MA) or Excel (Microsoft, Redmond, WA). All listed averages represent the arithmetic mean of the samples. Comparisons between individual samples were done using an unpaired t-test. Probability (p) values of <0.05 were considered significant.
RESULTS AND DISCUSSION
Fabrication of plasmonic paper
We employed AuNRs as plasmonic nanostructures for the fabrication of plasmonic paper. AuNRs synthesized by seed-mediated method were found to be 88 ± 7 nm in length and 33 ± 2 nm in width, with an aspect ratio of nearly 3 (Figure 2A). AuNRs were coated with negatively charged PSS to promote binding of positively charged R6G, which is the model compound used in this study. The optical extinction spectra of PSS-AuNRs showed two characteristic peaks at 513 nm and 683 nm, corresponding to the transverse and longitudinal plasmon resonances of the AuNRs (Figure 2B).
Two hundred-fold concentrated PSS-AuNRs solution was filled in a ball point pen refill and written onto a 1 mm × 7 mm filter paper adhered to a steel MN patch and rinsed with DI water to remove any loosely adhering AuNRs. SEM imaging depicts an evenly speckled surface morphology of the paper (Figure 2C), indicating uniform adsorption of AuNRs to the paper without significant aggregation.
ISF collection using plasmonic paper microneedle patch
We developed a MN patch to collect ISF from skin. The MN patch was comprised of a stainless-steel array of nine, 650 μm long MNs (used to create micropores in the skin surface) extending from a backing layer (for ease of handling). A strip of plasmonic paper was adhered to one side of the patch backing to create a reservoir calibrated to collect ~1 μl of ISF and bind positively charged R6G (Figure 3A). ISF collection was performed by applying the MN patch to the skin so that the MNs penetrated into the skin surface to create micropores and induce flow of ISF out of the skin and into the paper reservoirs (Figure 3B). MN insertion was repeated at a rate of ~1 insertion per second until ~1 μl of ISF was collected. This process usually required up to 5 MN patch insertions. The MN insertion procedure was well tolerated (Figure 3C) with a very mild, transient erythema observed at the insertion site.
SERS performance of plasmonic paper
We then turn our attention to the SERS performance of the plasmonic paper using R6G as a model analyte. To acquire a calibration curve, we performed SERS measurements on plasmonic paper incubated with ISF or serum (collected from rats) spiked with a range of concentrations of R6G (Figures 4A and 4C). All measurements were performed after air drying the plasmonic paper. With increasing R6G concentration, the Raman spectra show an increase in intensities of characteristic Raman bands of R6G at 610, 1364 and 1512 cm−1, which are attributed to the C-C-C ring in-plane bending, C-O-C stretching and aromatic C-C stretching modes of R6G47–48.
The intensity of Raman band at 1364 cm−1, which is the most intense Raman band for R6G, was plotted against R6G concentration to generate a calibration curve with good fit for both ISF and serum (R2 = 0.97 and 0.98, respectively) (Figures 4B and 4D). The relative standard deviation is ~15%, which is close to the values observed for commercially available microfabricated SERS substrates49. Both the ISF and serum spectra in absence of R6G showed low Raman counts at 1364 cm−1 suggesting no interference (Figures 4B and 4D). These results indicate that plasmonic paper can serve as a powerful tool to detect and quantify R6G in biological fluids. These calibration curves were used in the subsequent studies to determine the R6G concentration in ISF and serum samples collected in the R6G pharmacokinetic studies presented below.
R6G pharmacokinetics in ISF determined by on-patch SERS measurement using plasmonic paper microneedle patches
To assess the utility of plasmonic paper MN patches, we studied the pharmacokinetics of R6G in ISF and serum in rats as measured by on-patch SERS after allowing the ISF to air dry. The Raman bands in the spectra obtained from ISF and serum look similar, although the intensity of the bands in ISF is about an order of magnitude lower than in serum, as discussed below (Figure 5).
We also performed ISF collection using conventional paper MN patches from which R6G was eluted and measured by fluorescence spectroscopy for comparison. When comparing R6G concentrations by on-patch SERS versus off-patch fluorescence spectroscopy, there were no statistically significant differences in the concentrations measured in ISF (ANOVA, p = 0.61) or in serum samples (ANOVA, p = 0.68) (Figure 6).
Whether measured by SERS or fluorescence, there are significant differences in the pharmacokinetic profiles in ISF versus serum. In the experiment, R6G was slowly infused intravenously in each animal for 30 min. The resulting R6G concentration profile in serum reflects this, showing an increase in R6G concentration for up to 30 min followed by a sharp decrease in concentration after 30 min in both the measurement techniques (Figure 6). The pharmacokinetic profile in ISF, in contrast, shows a steady increase, without the sudden drop in R6G concentration after 30 min. Moreover, the concentration profile in ISF is an order of magnitude lower than in serum in both the measurement techniques. As discussed below, these differences in the pharmacokinetic profiles may be explained by binding of R6G to plasma proteins, resulting in a steady increase in R6G concentration in ISF.
Binding of R6G to plasma proteins
To understand the lower concentration of R6G seen in ISF compared to serum, we isolated protein-free filtrate from serum samples from the pharmacokinetic study. R6G concentration in serum prior to filtration (9.6 ± 4.2 μM) was dramatically higher than in protein-free serum samples (0.05 ± 0.03 μM) (Student’s t-test, p < 0.008). This indicates that R6G strongly binds to plasma proteins and therefore may not partition well into ISF. This finding is consistent with prior literature, which also reported significant binding of R6G with human serum albumin50. While many plasma proteins are also found in ISF, most of them such as albumin are found at much lower concentration due to capillary membrane and interstitial barriers51–52
ISF is a rich source of biomarkers but it has been relatively unexplored due to lack of good sampling methods. Current methods like suction blister, microdialysis and open flow microperfusion cause significant skin trauma, are time consuming and require expert personnel and equipment to perform8–11. They also require sample processing steps to prepare samples for analysis. This proof of concept study introduces a novel plasmonic paper MN patch for SERS-based detection of molecules in ISF using R6G as a model compound to simulate a biomarker. The plasmonic paper MN patch is minimally invasive, rapid, and simple-to-use. This MN patch also has the capability to perform on-patch SERS-based detection of molecules in ISF using a paper reservoir that captures molecules with functionalized AuNRs. Next steps in this research include optimization of the MN patch for usability, safety and efficacy and development of the sensor for LSPR or SERS-based detection of biomolecules of clinical significance in ISF for future possible medical applications.
The plasmonic paper MN patch involves a simple, low-cost design using readily available materials. The MN array is fabricated from stainless steel sheets by chemical etching, which can be performed in mass production for pennies per array. The paper reservoir is made of conventional filter paper that has high surface area, is low-cost, is biodegradable, is compatible with conventional printing approaches and is commonly used in paper-based sensor devices53–55. The plasmonic calligraphy method controls test domain size in a simple manner by writing with a pen in the desired area. This method also offers the possibility for multiplexed biosensing of multiple biomarkers by simply ‘writing’ different test domains with plasmonic nanostructures functionalized to target different biomarkers of clinical significance. The manufacturing process is scalable due to possibility of inkjet printing of the plasmonic inks onto the paper.
SERS has become a mature analytical technique over the last decades with the development of low-cost, handheld Raman spectrometers. Moreover, development of SERS for medical diagnostic applications has been rapidly increasing56, and SERS has been shown to be useful for glucose sensing in vivo32–33, detection of diseases such as cholera57 and detection for potential exposure to explosives58. Thus, a plasmonic paper MN patch could be a low-cost, portable, miniature diagnostic device suitable for point-of-care treatment in resource-limited environments.
CONCLUSIONS
We developed a plasmonic paper MN patch for on-patch SERS based detection of molecules in ISF, and demonstrated its functionality using R6G as a model analyte. The MN patch consisted of a stainless-steel MN patch that created micropores in skin to access ISF and included a plasmonic paper, as ISF reservoir, which was prepared by immobilizing PSS-AuNRs on a thin strip of filter paper by plasmonic calligraphy. The negatively charged PSS-AuNRs bound to positively charged R6G in ISF, thereby dramatically enhancing the Raman scattering from R6G and thus enabling R6G detection by SERS. Because the plasmonic paper was integrated into the MN patch, it enabled on-patch detection of molecules without additional sample preparation. The utility of this patch was demonstrated by measuring the pharmacokinetic profile of R6G in ISF and serum from rats. This study shows that a plasmonic paper MN patch enables on-patch measurement of molecules in ISF, which can be used for future point-of-care diagnostic applications.
5. ACKNOWLEDGMENT
We thank Donna Bondy for administrative support. This work was supported in part by the National Institutes of Health (R21EB025499 and R01DE027098) and Office of Naval Research (N00014-16-1-3030).
Footnotes
Mark Prausnitz is an inventor of patents that have been or may be licensed to companies developing microneedle-based products, is a paid advisor to companies developing microneedle-based products and is a founder/shareholder of companies developing microneedle-based products, including Micron Biomedical. These potential conflicts of interest have been disclosed and are being managed by Georgia Tech and/or Emory University.
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