ABSTRACT
Tuberculosis (TB) represents a major public health threat, with millions of new cases reported worldwide each year. A major hurdle to curtailing the spread of this disease is the need for low-cost, point-of-care (PoC) diagnostics. Mannose-capped lipoarabinomannan, a significant component of the Mycobacterium tuberculosis bacillus, has been heavily studied as a biomarker for TB, but with little success due to its complexation with endogenous components of body fluids in a manner that sterically interferes with its detection by ELISA and other immunoassays. Recent work by our group and others has shown that complexation can be disrupted with protein-denaturing protocols. By way of followup, we recently described an enzymatic digestion (Proteinase K) sample pretreatment that enables quantitative recovery of ManLAM spiked into healthy human control serum. Herein, we report on the transfer of our benchtop sample pretreatment methodology to an automated microfluidic platform. We show that this platform can be configured to: (1) carry out the pretreatment process with very little user interaction and, (2) yield recoveries for ManLAm spiked into control serum which are statistically indistinguishable from those achieved by the benchtop process. Plans to integrate this device with a portable sample reader as a possible basis for a PoC TB diagnostic system and analyze patient samples are briefly discussed.
Subject(s)
Biomarkers , Lipopolysaccharides , Mannose , Tuberculosis , Humans , Lipopolysaccharides/blood , Biomarkers/blood , Tuberculosis/blood , Tuberculosis/diagnosis , Mannose/chemistry , Mannose/blood , Mycobacterium tuberculosis/isolation & purification , Microfluidic Analytical Techniques/instrumentation , Microfluidic Analytical Techniques/methodsABSTRACT
This paper reports on an investigation of an enzymatic pretreatment protocol using proteinase K (ProK) for the analysis of human serum samples spiked with mannose-capped lipoarabinomannan (ManLAM). ManLAM is an antigenic biomarker found in the serum, urine, and other body fluids of individuals infected with tuberculosis (TB). Immunometric measurements of ManLAM are compromised by steric effects due to its complexation with high-molecular-weight components in these matrices that interfere with its capture and/or labeling. Recent work has shown that deproteinization of these types of samples by perchloric acid acidification or ProK digestion releases ManLAM from complexation. Releasing ManLAM greatly improves its detectability and, as a result, its utility as a TB biomarker. The work detailed herein examined how different ProK reaction conditions (e.g., enzyme concentration and digestion time and temperature) affect the recovery and detectability of ManLAM in human serum. As measured by enzyme-linked immunosorbent assay (ELISA), we show that using the optimal set of digestion conditions to free ManLAM, which also yield a small, quantitatively reproducible level of sample concentration, it is possible to achieve a spiked ManLAM recovery of 98 ± 13% and a limit of detection of 10 pg/mL (0.6 pM). Experiments also demonstrated that the ELISA responses measured for a given ManLAM concentration in serum after pretreatment were statistically indistinguishable from those directly determined for the same amounts of ManLAM added to an innocuous buffered solution. Possible adaptations of the digestion protocol for use in point-of-care TB testing are also briefly discussed.
Subject(s)
Mycobacterium tuberculosis , Tuberculosis , Humans , Mannose , Endopeptidase K , Tuberculosis/diagnosis , Lipopolysaccharides/analysis , BiomarkersABSTRACT
A novel glucose sensor is presented using smart hydrogels as biocompatible implantable sensing elements, which eliminates the need for implanted electronics and uses an external medical-grade ultrasound transducer for readout. The readout mechanism uses resonance absorption of ultrasound waves in glucose-sensitive hydrogels. In vivo glucose concentration changes in the interstitial fluid lead to swelling or deswelling of the gels, which changes the resonance behavior. The hydrogels are designed and shaped such as to exhibit specific mechanical resonance frequencies while remaining sonolucent to other frequencies. Thus, they allow conventional and continued ultrasound imaging, while yielding a sensing signal at specific frequencies that correlate with glucose concentration. The resonance frequencies can be tuned by changing the shape and mechanical properties of the gel structures, such as to allow for multiple, colocated implanted hydrogels with different sensing characteristics or targets to be employed and read out, without interference using the same ultrasound transducer, by simply toggling frequencies. The fact that there is no need for any implantable electronics, also opens up the path toward future use of biodegradable hydrogels, thus creating a platform that allows injection of sensors that do not need to be retrieved when they reach the end of their useful lifespan.
Subject(s)
Glucose , Hydrogels , Electronics , Prostheses and Implants , UltrasonographyABSTRACT
One of the main challenges for implantable biomedical sensing schemes is obtaining a reliable signal while maintaining biocompatibility. In this work, we demonstrate that a combination of medical ultrasound imaging and smart hydrogel micromechanical resonators can be employed for continuous monitoring of analyte concentrations. The sensing principle is based on the shift of the mechanical resonance frequencies of smart hydrogel structures induced by their volume-phase transition in response to changing analyte levels. This shift can then be measured as a contrast change in the ultrasound images due to resonance absorption of ultrasound waves. This concept eliminates the need for implanting complex electronics or employing transcutaneous connections for sensing biomedical analytes in vivo. Here, we present proof-of-principle experiments that monitor in vitro changes in ionic strength and glucose concentrations to demonstrate the capabilities and potential of this versatile sensing platform technology.
Subject(s)
Electronics , Hydrogels , Ultrasonography , Monitoring, Physiologic , Prostheses and ImplantsABSTRACT
The development of an accurate and rapid diagnostic test for tuberculosis (TB) to use at point of need is vital to efforts aimed at reducing the global burden from this disease. This paper builds on our previous studies of mannose-capped lipoarabinomannan (ManLAM) as a serum biomarker for active TB infection by means of a heterogeneous immunoassay. That work found that complexation with components in serum (e.g., proteins) sterically hindered the capture and/or labeling of ManLAM in an immunoassay at levels <10â¯ngâ¯mL-1, compromising the clinical utility of this biomarker for detection of active TB infection. We also showed that the acidification of ManLAM-containing serum samples with perchloric acid improved the detectability of ManLAM by 250× by complex disruption when compared to measurements of untreated serum. The present study examined what effects the PCA treatment of serum samples may have on the recovery and structural integrity of ManLAM, owing to its potential susceptibility to acid hydrolysis. Recovery was assessed with an enzyme-linked immunosorbent assay (ELISA). The possible impact of acid hydrolysis on the ManLAM structure was investigated by gas chromatography-mass spectrometry and carbohydrate chemical degradation methods. The ELISA study indicated that while the signal strength for ManLAM in the serum spike-in experiments was significantly stronger after PCA pretreatment when compared to untreated human serum, it was only â¼20% of the ManLAM measured in physiological buffer. This loss in detectability was shown by structural analysis to arise mainly from the acid-induced degradation of the arabinan domains of ManLAM that are targeted by antibodies used for antigen capture and/or tagging. The implications of these findings in terms of the detection of this important biomarker for TB are also discussed.
Subject(s)
Analytic Sample Preparation Methods , Lipopolysaccharides/blood , Mannose/blood , Mycobacterium tuberculosis/chemistry , Perchlorates/chemistry , Tuberculosis/blood , Biomarkers/blood , Humans , ImmunoassayABSTRACT
TB diagnosis and treatment monitoring in resource limited regions rely heavily on serial sputum smear microscopy and bacterial culture. These microbiological methods are time-consuming, expensive and lack adequate sensitivity. The WHO states that improved TB diagnosis and treatment is imperative to achieve an end to the TB epidemic by 2030. Commercially available lipoarabinomannan (LAM) detection tools perform at low sensitivity that are highly dependent on the underlying immunological status of the patient; those with advanced HIV infection perform well. In this study, we have applied two novel strategies towards the sensitive diagnosis of TB infection based on LAM: Capture ELISA to detect LAM in paired urine and serum samples using murine and human monoclonal antibodies, essentially relying on LAM as an 'immuno-marker'; and, secondly, detection of α-d-arabinofuranose and tuberculostearic acid (TBSA)- 'chemical-markers' unique to mycobacterial cell wall polysaccharides/lipoglycans by our recently developed gas chromatography/mass spectrometry (GC/MS) method. Blinded urine specimens, with microbiologically confirmed active pulmonary TB or non TB (HIV+/HIV-) were tested by the aforementioned assays. LAM in patient urine was detected in a concentration range of 3-28 ng/mL based on GC/MS detection of the two LAM-surrogates, d-arabinose and tuberculostearic acid (TBSA) correctly classifying TB status with sensitivity > 99% and specificity = 84%. The ELISA assay had high sensitivity (98%) and specificity (92%) and the results were in agreement with GC/MS analysis. Both tests performed well in their present form particularly for HIV-negative/TB-positive urine samples. Among the HIV+/TB+ samples, 52% were found to have >10 ng/mL urinary LAM. The detected amounts of LAM present in the urine samples also appears to be associated with the gradation of the sputum smear, linking elevated LAM levels with higher mycobacterial burden (odds ratio = 1.08-1.43; p = 0.002). In this small set, ELISA was also applied to parallel serum samples confirming that serum could be an additional reservoir for developing a LAM-based immunoassay for diagnosis of TB.
Subject(s)
Antibodies, Monoclonal/immunology , Coinfection , Enzyme-Linked Immunosorbent Assay/methods , Gas Chromatography-Mass Spectrometry , HIV Infections/diagnosis , Lipopolysaccharides/blood , Lipopolysaccharides/urine , Tuberculosis, Pulmonary/diagnosis , Tuberculosis, Pulmonary/urine , Antibody Specificity , Biomarkers/blood , Biomarkers/urine , HIV Infections/blood , HIV Infections/urine , Humans , Lipopolysaccharides/immunology , Predictive Value of Tests , Reproducibility of Results , Tuberculosis, Pulmonary/blood , Tuberculosis, Pulmonary/microbiology , UrinalysisABSTRACT
Techniques for the detection of disease biomarkers are key components in the protection of human health. While work over the last few decades has redefined the low-level measurement of disease biomarkers, the translation of these capabilities from the formal clinical setting to point-of-need (PON) usage has been much more limited. This paper presents the results of experiments designed to examine the potential utility of a handheld Raman spectrometer as a PON electronic reader for a sandwich immunoassay based on surface-enhanced Raman scattering (SERS). In so doing, the study herein used a recently developed procedure for the SERS detection of phospho-myo-inositol-capped lipoarabinomannan (PILAM) as a means to compare the performance of laboratory-grade and handheld instrumentation and, therefore, gauge the utility of the handheld instrument for PON deployment. Phospho-myo-inositol-capped lipoarabinomannan is a non-pathogenic simulant for mannose-capped lipoarabinomannan (ManLAM), which is an antigenic marker found in serum and other body fluids of individuals infected with tuberculosis (TB). The results of the measurements with the field-portable spectrometer were then compared to those obtained for the same samples when using a much more sensitive benchtop Raman spectrometer. The results, albeit under different operational settings for the two spectrometers (e.g., signal integration time), are promising in that the limit of detection found for PILAM spiked in human serum when using the handheld system (0.18 ng/mL) approached that of the benchtop instrument (0.032 ng/mL). This work also: (1) identified potential adaptations (e.g., optimization of the plasmonically enhanced response for measurement by the handheld unit through a change in the excitation wavelength) to tighten the gap in performance; and (2) briefly examined the next steps and potential processes required to move this immunoassay platform closer to PON utility.
Subject(s)
Biomarkers/analysis , Point-of-Care Testing , Spectrum Analysis, Raman/methods , Tuberculosis/diagnosis , Equipment Design , Humans , Limit of Detection , Lipopolysaccharides/analysis , Mycobacterium/chemistry , Tuberculosis/microbiologyABSTRACT
Patient care and prevention of disease outbreaks rely heavily on the performance of diagnostic tests. These tests are typically carried out in serum, urine, and other complex sample matrices, but are often plagued by a number of matrix effects such as nonspecific adsorption and complexation with circulating proteins. This paper demonstrates the importance of sample pretreatment to overcome matrix effects, enabling the low-level detection of a disease marker for tuberculosis (TB). The impact of pretreatment is illustrated by detecting a cell wall component unique to mycobacteria, lipoarabinomannan (LAM). LAM is a major virulence factor in the infectious pathology of Mycobacterium tuberculosis (Mtb) and has been successfully detected in the body fluids of TB-infected individuals; however, its clinical sensitivity - identifying patients with active infection - remains problematic. This and the companion paper show that the detection of LAM in an immunoassay is plagued by its complexation with proteins and other components in serum. Herein, we present the procedures and results from an investigation of several different pretreatment schemes designed to disrupt complexation and thereby improve detection. These sample pretreatment studies, aimed at determining the optimal conditions for complex disruption, were carried out by using a LAM simulant derived from the nonpathogenic M. smegmatis, a mycobacterium often used as a model for Mtb. We have found that a perchloric acid-based pretreatment step improves the ability to detect this simulant by â¼1500× with respect to that in untreated serum. This paper describes the approach to pretreatment, how pretreatment improves the detection of the LAM simulant in human serum, and the results from a preliminary investigation to identify possible contributors to complexation by fractionating serum according to molecular weight. The companion paper applies this pretreatment approach to assays of TB patient samples.
Subject(s)
Analytic Sample Preparation Methods/methods , Limit of Detection , Lipopolysaccharides/blood , Lipopolysaccharides/chemistry , Mycobacterium smegmatis/chemistry , Buffers , Cell Wall/chemistry , Humans , Hydrogen-Ion Concentration , Molecular Weight , Mycobacterium smegmatis/cytologyABSTRACT
The ability to detect tuberculosis (TB) continues to be a global health care priority. This paper describes the development and preliminary assessment of the clinical accuracy of a heterogeneous immunoassay that integrates a serum pretreatment process with readout by surface-enhanced Raman scattering (SERS) for the low-level detection of mannose-capped lipoarabinomannan (ManLAM). ManLAM is a major virulence factor in the infectious pathology of Mycobacterium tuberculosis (Mtb) that has been found in the serum and other body fluids of infected patients. The effectiveness of ManLAM as a TB diagnostic marker, however, remains unproven for reasons not yet well understood. As reported herein, we have found that (1) ManLAM complexes with proteins and possibly other components in serum; (2) these complexes have a strongly detrimental impact on the ability to detect ManLAM using an immunoassay; (3) a simple pretreatment step can disrupt this complexation; and (4) disruption by pretreatment improves detection by 250×. We also describe the results from a preliminary assessment on the utility of serum pretreatment by running immunoassays on archived specimens from 24 TB-positive patients and 10 healthy controls. ManLAM was measurable in 21 of the 24 TB-positive specimens, but not in any of the 10 control specimens. These findings, albeit for a very small specimen set, translate to a clinical sensitivity of 87.5% and a clinical specificity of 100%. Together, these results both provide much needed evidence for the clinical utility of ManLAM as a TB marker, and demonstrate the potential utility of our overall approach to serve as a new strategy for the development of diagnostic tests for this disease.
Subject(s)
Antigens, Bacterial/blood , Antigens, Bacterial/metabolism , Lipopolysaccharides/blood , Lipopolysaccharides/metabolism , Mannose/metabolism , Mycobacterium tuberculosis/immunology , Spectrum Analysis, Raman/methods , Analytic Sample Preparation Methods , Biomarkers/blood , Biomarkers/metabolism , Humans , Spectrum Analysis, Raman/instrumentationABSTRACT
INTRODUCTION: Nanoparticle-based disease diagnostics harness a range of unique physical and chemical phenomena for the detection of biomarkers at exceedingly low levels. This capability potentially enables the diagnosis of disease earlier in its progression and improves the likelihood of positive treatment outcomes. This review highlights recent work in this area, and then projects the next steps needed to move this emerging capability beyond the research laboratory. AREAS COVERED: This review examines the advantages and limitations of in vitro health care diagnostic tests that utilize nanoparticles (e.g. noble metal, quantum dot, and magnetic). It includes a brief overview of their unique properties, syntheses, and applicable readout strategies. This is followed by a brief synopsis of the obstacles faced when attempting to translate nanoparticle-based diagnostics from the R&D laboratory to the clinic and other arenas (i.e. the difficulties common to in vitro diagnostics), and then by a much more in-depth examination of the need to control and characterize a range of nanoparticle properties (e.g. size, shape, surface composition, and stability) when making this transition. Expert commentary: The review wraps up with a short commentary and perspective for the next five years, focusing on possible guidelines for nanoparticle characterization.
Subject(s)
Infections/diagnosis , Nanoparticles , Early Diagnosis , Humans , Metal Nanoparticles , Nanoparticles/chemistry , Nanoparticles/ultrastructure , Nanotechnology/methods , Quantum Dots , Surface Plasmon Resonance/methodsABSTRACT
Tailoring the surface chemistry of metallic nanoparticles is generally a key step for their use in a wide range of applications. There are few examples of organic films covalently bound to metal nanoparticles. We demonstrate here that aryl films are formed on gold nanoparticles from the spontaneous reduction of diazonium salts. The structure and the bonding of the film is probed with surface-enhanced Raman scattering (SERS). Extinction spectroscopy and SERS show that a nitrobenzene film forms on gold nanoparticles from the corresponding diazonium salt. Comparison of the SERS spectrum with spectra computed from density functional theory models reveals a band characteristic of a Au-C stretch. The observation of this stretch is direct evidence of a covalent bond. A similar band is observed in high-resolution electron energy loss spectra of nitrobenzene layers on planar gold. The bonding of these types of films through a covalent interaction on gold is consistent with their enhanced stability observed in other studies. These findings provide motivation for the use of diazonium-derived films on gold and other metals in applications where high stability and/or strong adsorbate-substrate coupling are required.