Nicolaos
Christodoulides
a,
Sanghamitra
Mohanty
a,
Craig S.
Miller
d,
M. Chris
Langub
e,
Pierre N.
Floriano
a,
Priya
Dharshan
a,
Mehnaaz F.
Ali
a,
Bruce
Bernard
a,
Dwight
Romanovicz
a,
Eric
Anslyn
a,
Philip C.
Fox
f and
John T.
McDevitt
*abc
aDepartment of Chemistry & Biochemistry, The University of Texas at Austin, Austin, TX 78712, USA. E-mail: mcdevitt@mail.utexas.edu; Fax: 512-232-7052; Tel: 512-471-0046
bCenter for Nano and Molecular Science and Technology, The University of Texas at Austin, Austin, TX 78712, USA
cTexas Materials Institute, The University of Texas at Austin, Austin, TX 78712, USA
dCollege of Dentistry, University of Kentucky, Lexington, KY 40536, USA
eDepartment of Internal Medicine, Division of Nephrology, The University of Kentucky General Clinical Research Center, Lexington, KY 40935-0298, USA
fDepartment of Oral Medicine, Carolinas Medical Center, Charlotte, NC 28232, USA
First published on 13th January 2005
In the last decade, saliva has been advocated as a non-invasive alternative to blood as a diagnostic fluid. However, use of saliva has been hindered by the inadequate sensitivity of current methods to detect the lower salivary concentrations of many constituents compared to serum. Furthermore, developments in the areas related to lab-on-a-chip systems for saliva-based point of care diagnostics are complicated by the high viscocity and heterogeneous properties associated with this diagnostic fluid. The biomarker C-reactive protein (CRP) is an acute phase reactant and a well-accepted indicator of inflammation. Numerous clinical studies have established elevated serum CRP as a strong, independent risk factor for the development of cardiovascular disease (CVD). CVD has also been associated with oral infections (i.e. periodontal diseases) and there is evidence that systemic CRP may be a link between the two. Clinical measurements of CRP in serum are currently performed with “high sensitivity” CRP (hsCRP) enzyme-linked immunosorbent assay (ELISA) tests that lack the sensitivity for the detection of this important biomarker in saliva. Because measurement of salivary CRP may represent a novel approach for diagnosing and monitoring chronic inflammatory disease, including CVD and periodontal diseases, the objective of this study was to apply an ultra-sensitive microchip assay system for the measurement of CRP in human saliva. Here, we describe this novel lab-on-a-chip system in its first application for the measurement of CRP in saliva and demonstrate its advantages over the traditional ELISA method. The increased sensitivity of the microchip system (10 pg ml−1 of CRP with 1000-fold dilution of saliva sample) is attributed to its inherent increased signal to noise ratio, resulting from the higher bead surface area available for antigen/antibody interactions and the high stringency washes associated with this approach. Finally, the microchip assay system was utilized in this study to provide direct experimental evidence that chronic periodontal disease may be associated with higher levels of salivary CRP.
Interest in saliva as a diagnostic medium has increased dramatically during the last decade, as saliva and other oral fluids have been shown to reflect tissue fluid levels of therapeutic, hormonal, immunological and toxicological molecules. Oral fluids have also been shown to contain bio-markers associated with infectious and neoplastic diseases.11–15 Similarly, the analysis of salivary fluids, like blood-based assays, yields useful diagnostic information for the assessment and monitoring of systemic health and disease states, exposure to environmental, occupational, and abusive substances, as well as for the early identification of harmful agents dispersed by bio-terrorist activities.16
The major advantages for using saliva in diagnosis relative to blood-based assays have been described in some detail previously.13,17–21 Most importantly, collection of saliva may be done by procedures that are considered to be non-invasive, painless and convenient. Consequently, these methods may be performed several times a day under circumstances where it may be difficult to collect whole blood specimens.
Clearly, major advances related to salivary diagnostics depend strongly on the availability of high quality diagnostic procedures that provide practical solutions for measurement of numerous analytes at physiological concentrations within this ultra-complex biomatrix. Likewise, before a salivary protein becomes associated with a particular disease, it is imperative to first have a suitable method for its detection and measurement. From this perspective, the present lack of practical detection methodologies represents a major limiting factor, because most current assay systems do not provide the necessary sensitivity for the detection of biomarkers present at the low, but still patho-physiologically relevant, concentrations in saliva.
One such biomarker whose measurement in saliva could potentially contribute in a significant manner to the understanding and diagnosis of disease is C-reactive protein (CRP). This important inflammation marker is a non-glycosylated 118 KD ubiquitous protein found in both vertebrates and invertebrates.22 The protein belongs to the family of pentraxins, and is a calcium-binding protein consisting of five non-covalently bound, identical, spherical subunits, each with a molecular weight of 20–28 KD. In humans, CRP is derived from the liver and its production is regulated by cytokines, such as tumor necrosis factor (TNF)-α, interleukin (IL)-1β and IL-6.23–29 The CRP biomarker was originally defined as a substance observed in the plasma of patients with acute infections that reacted with the pneumococcal C-polysaccharide. It is now classified as a characteristic acute phase reactant in human serum and a classic marker of inflammation.23
Recent clinical and epidemiological studies have demonstrated the association between inflammation and cardiovascular disease (CVD).30–33 Likewise, serum CRP has been defined as a strong, independent risk factor for heart disease. More specifically, it has been shown that chronic, minor elevations of CRP are predictive of both CVD in apparently healthy individuals and of future cardiovascular events in patients with coronary heart disease.34 In fact, CRP has been found to be a stronger predictor of cardiovascular events than has high-density lipoprotein cholesterol (HDL) level.30 Evidence suggests that CRP may be directly involved in atherosclerosis by amplifying the anti-inflammatory response through complement activation, tissue damage, and activation of endothelial cells.35
Several groups have reported elevated serum CRP levels in periodontal disease patients.36,37 The extent of increase in serum CRP levels in periodontitis patients correlates significantly with the severity of the disease, even with adjustments for smoking habits, body mass index, triglycerides, and cholesterol levels. Interestingly, there seems to be an indirect association between the occurrence of periodontal conditions and an increased risk for CVD.38,39 The positive correlation between serum CRP with both periodontal disease and CVD may indicate that circulating inflammatory molecules contribute to the pathogenesis of both conditions.
Unfortunately, to date few studies have been completed to explore in a systematic way the level of CRP in the fluids of the oral cavity. Studies of this type are therefore needed to further explore the relationship of these two important inflammatory diseases. Commercially available “high sensitivity” CRP (hsCRP) kits, based on the Enzyme-Linked ImmunoSorbent Assay (ELISA) method, with a limit of detection at 1.0 ng ml−1, have facilitated serum studies of CRP levels. However, no method has yet been reported to measure CRP effectively in saliva specimens.
We have previously reported the development of a novel microchip-based detection system for measuring analytes such as acids, bases, electrolytes and proteins in solution phase. This lab-on-a-chip system is based on the electronic taste chip (ETC) approach. The sensor array platform performs chemical and immunological reactions on and within the interior regions of microspheres positioned in the inverted pyramidal microchamber wells of a silicon or plastic microchip.40–48 Microfluidic structures deliver a series of small-volume reagents and washes to the chip and to each of the microspheres. Optical signals generated by the reactions on the microspheres are visualized at, and captured by, a charge-coupled device (CCD) video chip along with the use of transfer optics. Using the ETC system, complex immunological assays can be performed with small sample volumes, short analysis times, and markedly reduced reagent costs. This integrated and automated system has been adapted previously for the measurement of CRP and other markers of inflammation in the context of serum measurements.43 Herein, we report the extension of this lab-on-a-chip system for the initial measurements of CRP levels in saliva. This newly fashioned ultra-sensitive method extends the saliva-based diagnostics to significantly lower CRP levels, as needed for measurement of patients with healthy oral conditions, therefore allowing for the first comparison of CRP levels between healthy, periodontitis and edentulous patients. This work represents the initial lab-on-a-chip study of inflammatory markers in salivary fluids.
In selected cases, whole blood was collected via venipuncture from study participants. Blood was centrifuged to separate the clotted pellet from the supernatant serum, and the serum was stored frozen at −80 °C until testing for CRP using the ELISA method (at The University of Kentucky) and ETC methodology (at The University of Texas at Austin).
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Fig. 1 A scanning electron microscopy (SEM) micrograph of a 3 × 3 array of agarose beads positioned in wells micro-etched into a silicon microchip is shown in (a). The bead-loaded microchip is positioned between two transparent PMMA inserts and packaged into a metal casing (b). Signals generated on the beads are captured with a charge-coupled device (CCD) (c). |
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Fig. 2 The relevant immunocomplexes of the bead-based CRP assay are shown in schematic form in (a). Detection of the captured analyte is achieved either in fluorescence (i) or colorimetric (ii) modes. A typical result for each approach is shown in (b). An image showing a population of ∼280 μm bead micro-reactor elements is captured digitally and analyzed in an automated fashion with a macro that measures the signal intensity of an area of interest (AOI) around each bead in the array (c). The average signal intensity of each AOI is exported to a data spread sheet. |
Typical results for each of the detection modalities are shown in Fig. 2b. In both cases, the background signal on negative control beads coupled to irrelevant rabbit immunoglobulin is minimal. From these two modes of detection, the fluorescent-based approach is chosen as the preferred method here for the CRP assay for a number of reasons. First, it requires no substrate and thus requires fewer steps than its colorimetric counterpart, thereby yielding more rapid assay times. Second, the method based on fluorescence provides for a more sensitive assay. Third, it allows for more cycles of bead regeneration (data not shown). For the latter feature, an elution buffer is used to efficiently remove the CRP analyte and detecting antibody from the beads without affecting the quantity or quality of the capturing antibody. This feature allows for successive assay cycles to be carried out without loss of specificity or sensitivity for CRP.43 This unique assay characteristic facilitates the development of an automated system, whereby one set of beads may be recycled and used sequentially for multiple assays, including those necessary for the generation of the standard curve and testing of unknowns. After each trial, the final image of the bead array is captured with the CCD, digitally processed and analyzed (Fig. 2c), and the signal intensity converted for each bead into a quantitative CRP measurement using the generated standard curve.
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Fig. 3 The average green fluorescence intensities (in arbitrary units, a.u.) of agarose beads exposed to various concentrations of CRP in either PBS, 0.1% BSA/PBS, diluent of the commercially available (ALPCO) hsCRP ELISA kit and CRP-depleted human serum are shown. The assay performed in the PBS matrix yields the lowest limit of detection. |
Fig. 4 shows typical CRP dose response curves obtained with the ETC lab-on-a-chip system (in PBS matrix) along with the data derived from the traditional hsCRP ELISA system. From a comparison of the two methods, it is clear that the ETC approach yields a much lower (by at least 5 orders of magnitude) limit of detection than that exhibited by the standard ELISA procedure. Indeed, the limit of detection exhibited by the ETC approach is lower than all other CRP assays reported in the literature to date. Likewise, with this 12 minute assay procedure (with a detection limit at 5 fg mL−1 and a useful range between 10 fg mL−1 to 10 pg mL−1), it is possible to dilute each saliva sample 1000-fold. This dilution step serves to eliminate problems associated with the high viscosity of the saliva matrix, while still maintaining the capacity to detect and accurately measure CRP concentrations between 10–10,000 pg mL−1. In contrast, the hsCRP ELISA method yields a detection limit of 1 ng mL−1 and a useful detection range of between 2–100 ng mL−1 CRP. Therefore, ELISA does not allow for measurement of CRP in diluted samples. Furthermore, when the hsCRP ELISA assay kit is employed for the measurement of salivary CRP in the 36 subjects participating in this study, CRP is detectable in only 2 of the subjects (5.55%) tested. In contrast, the ETC method measured CRP in 100% of the individuals tested (vide infra).
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Fig. 4 Dose-dependent curves obtained for CRP are shown for both the ETC lab-on-a-chip method as well as hsCRP ELISA method expressed as percent of maximum signal. The ETC lab-on-a-chip approach yields a much lower limit of detection than that exhibited by the standard ELISA procedure. |
As the majority of saliva CRP levels are undetectable with ELISA, validation studies of the ETC lab-on-a-chip approach are first performed using serum samples (Fig. 5). Data shown here represent CRP values from 9 serum donors evaluated in parallel by ELISA and the ETC method. With such serum measurements there is excellent agreement between the two methods. Further, the ETC approach is validated in recovery studies. Saliva samples are spiked with known amounts of CRP (10 and 100 pg mL−1) and measured results are compared with the expected value based on the amount added to the sample. Recovery of salivary CRP by ETC is determined to be between 94–100%, while that of ELISA, presumably because of its lack in sensitivity in that CRP concentration range, is much lower at ∼70%. In this set of experiments the precision of the microchip-based CRP assay was also evaluated. Bead to bead signal variation and inter-assay (run to run) variance for the majority of samples tested were both significantly reduced from >30 to <8%, when beads used in the assay were first exposed to a sieving process that produced a consistent population of micro-spheres 280 ± 10 µm.
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Fig. 5 The CRP concentrations from 9 serum samples are measured in parallel with ETC and hsCRP ELISA. The CRP values measured by the two methods are compared and plotted in the provided correlation graph. The two methods are in agreement with correlation coefficient (r) at 0.995 (95% confidence level). |
We next took advantage of the low detection threshold for the ETC lab-on-a-chip system as obtained in the PBS matrix to test saliva samples of healthy individuals, edentulous subjects and periodontal disease patients for CRP. As shown in Fig. 6, the healthy and edentulous groups demonstrate significantly lower mean salivary CRP levels (92 and 65 pg mL−1, respectively) compared to the periodontal disease counterpart (mean CRP levels at 2,001 pg mL−1). Furthermore, the ETC lab-on-a-chip system efficiently detects differences in CRP levels between and within each of the groups tested. The CRP values below 225 pg mL−1 define the majority (93.3%) of healthy individuals, whereas CRP levels above this concentration discriminate 86% of periodontal disease subjects (Fig. 7). Statistical analysis of these data reveals that the CRP levels of the patients with high CRP levels (over 225 pg mL−1) are associated with an odds ratio (OR) of 91 for periodontitis (95% confidence interval, 7.35 to 1110.0, P < 0.0001). In contrast, when the same samples are analyzed with hsCRP ELISA, with a detection limit of 1.0 ng mL−1, CRP is detected in only two of the 30 samples tested, both of which are from the periodontal disease group.
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Fig. 6 Salivary CRP levels in 15 healthy, 15 periodontal disease and 6 edentulous subjects as measured by the ETC lab-on-a-chip method are shown in the bar graphs. The value above each bar represents the average CRP concentration for each group. The range of CRP concentrations for each group are also shown. |
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Fig. 7 The ETC lab-on-a-chip method is applied for the measurement of CRP in 15 healthy (a) and 15 periodontal disease (b) subjects. Each point on the graph represents the salivary CRP concentration of a subject within each group. The CRP values below 225 pg mL−1 define the majority (93.3%) of healthy individuals, whereas CRP levels above this concentration discriminate 86% of periodontal disease subjects. |
A number of key factors contribute to the low detection threshold capabilities of the microchip system. First, with the standard ELISA method slow transport and ineffective rinsing of reagents and analytes occur due to the poor transport properties of these species to the planar surface of the ELISA plate. However, within the ETC lab-on-a-chip system, the integrated microfluidic structures are used to actively transport reagents to the microporous bead elements. While ELISA typically requires 2 or 3 manual washes to reduce nonspecific background binding effectively, by contrast, in the ETC lab-on-a-chip system low bead internal volumes (∼20–30 nL per bead) along with high effective flow rates (1–5 mL min−1) allow for the completion of highly stringent washes (>5000 effective washes per minute).40,41,43–48 These washes contribute to further reduction in background signal. Moreover, the use of a porous bead allows for the creation of a long effective path length. Here the entire bead diameter may, in principle, be used for this purpose. On the other hand, a planar surface with modest roughness is typically used as the capture element for ELISA. Likewise, the lack of an effective transport mechanism to drive reagents and analytes to the active region in ELISA, the small sample thickness and ineffective rinse procedures ultimately contribute to the poorer relative performance capabilities for this now standard methodology.
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Fig. 8 A series of confocal images are obtained for ∼280 μm agarose beads following a typical ETC-based assay for CRP completed in PBS or serum. Shown here are the median slices of each bead (a and b) and their corresponding fluorescence intensity topomaps (c and d, respectively) demonstrating the capture dynamics of the CRP analyte on the bead when the assay is performed in PBS (a and c) and serum (b and d) matrices. |
The use of porous beads thus may provide information not only with respect to the raw signal derived from the aggregate of the bead, but also may yield information on the radial distribution of captured analyte. Indeed, prior literature reports have indicated that CRP in serum exists predominantly as a pentamer and that this structural element is stable as long as sufficient calcium is present in the solution.50,51 In the absence of this calcium content, the pentamer dissociates into monomers in an irreversible fashion.51 It is therefore not surprising that in serum pentameric CRP (∼108 KD) could form an immunocomplex with the capturing antibody (150 KD) and the detecting antibody (150 KD) that may be too large to penetrate effectively into the bead interior region during the time scale of the assay sequence. Further, the combination of high avidity effects along with the use of polyclonal capture antibodies may lead to multi-dentate interactions for the pentamer that are absent or reduced in number relative to those which occur for monomeric systems. These factors may contribute to the capture of CRP at the periphery of the bead in pentameric form. In contrast, in PBS and in the absence of calcium, CRP is expected to be present in its monomeric form and therefore, it is expected to be captured in and around the bead, creating conditions that favor an assay with an extremely low detection limit. This potential capacity to distinguish between the two structural states of CRP is a unique characteristic of the microchip bead-based approach that is not possible with the standard ELISA methodology. Further studies are required to resolve more completely these intriguing phenomena but, none the less, the use of the radial component as here described provides new insight into the immunocomplex formation processes that occur within the confines of microfluidic structures. The present studies here reported yield information suggestive of interesting new imaging characteristics that can be used with a combination of microfluidic elements to yield interesting assay characteristics as well as useful scientific insight into protein associations that occur within complex fluids.
In addition, unlike ELISA, this ETC lab-on-a-chip system is amenable to full automation and allows multiplexing of theme-specific groups of analytes, thus promoting a more comprehensive approach to disease risk assessment. The successful implementation and integration of microbead arrays along with microfluidic structures has led to a flexible miniaturized total analysis system. We envision the development of portable devices to be used at the point-of-care setting, such as the dentist's, or physician's office, in the near future. Significant effort at The University of Texas at Austin is currently being directed toward the development of portable instrumentation suitable for point-of-care measurements.
The ETC lab-on-a-chip system has benefited the advancement of saliva as a diagnostic fluid by providing an ultra-sensitive test for the measurement of an important inflammatory marker, CRP, in this biological fluid matrix. We have successfully demonstrated the presence of CRP in saliva and detected significant differences in concentrations between periodontally-healthy individuals and those with chronic gingival inflammation and alveolar bone loss (periodontitis). Further, it has been established here that this lab-on-a-chip methodology has sufficient sensitivity and selectivity to detect CRP levels across the entire pathophysiological range for this protein in saliva samples. These findings, along with prior indirect associations between periodontal disease occurrence and heart disease, suggest that this new methodology may in the future facilitate further studies on the association between oral inflammatory biomarkers and systemic conditions. Larger scale studies are now in progress to further evaluate these initial findings that suggest salivary CRP is associated with periodontal disease. The expansion of the ETC lab-on-a-chip sensor methodologies to other important inflammatory markers, as well as the evaluation of the partitioning of these protein biomarkers in various bodily fluids is currently in progress.
This journal is © The Royal Society of Chemistry 2005 |