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1.
Anal Chem ; 89(12): 6608-6615, 2017 06 20.
Artigo em Inglês | MEDLINE | ID: mdl-28499086

RESUMO

Influenza is a ubiquitous and recurring infection that results in approximately 500 000 deaths globally each year. Commercially available rapid diagnostic tests are based upon detection of the influenza nucleoprotein, which are limited in that they are unable to differentiate by species and require an additional viral lysis step. Sample preprocessing can be minimized or eliminated by targeting the intact influenza virus, thereby reducing assay complexity and leveraging the large number of hemagglutinin proteins on the surface of each virus. Here, we report the development of a paper-based influenza assay that targets the hemagglutinin protein; the assay employs a combination of antibodies and novel computationally designed, recombinant affinity proteins as the capture and detection agents. This system leverages the customizability of recombinant protein design to target the conserved receptor-binding pocket of the hemagglutinin protein and to match the trimeric nature of hemagglutinin for improved avidity. Using this assay, we demonstrate the first instance of intact influenza virus detection using a combination of antibody and affinity proteins within a porous network. The recombinant head region binder based assays yield superior analytical sensitivity as compared to the antibody based assay, with lower limits of detection of 3.54 × 107 and 1.34 × 107 CEID50/mL for the mixed and all binder stacks, respectively. Not only does this work describe the development of a novel influenza assay, it also demonstrates the power of recombinant affinity proteins for use in rapid diagnostic assays.


Assuntos
Glicoproteínas de Hemaglutininação de Vírus da Influenza/análise , Orthomyxoviridae/isolamento & purificação , Papel , Anticorpos Monoclonais/imunologia , Ouro/química , Glicoproteínas de Hemaglutininação de Vírus da Influenza/imunologia , Humanos , Nanopartículas Metálicas/química , Modelos Moleculares
2.
Anal Chem ; 89(11): 5776-5783, 2017 06 06.
Artigo em Inglês | MEDLINE | ID: mdl-28445636

RESUMO

A prototype of a self-contained, automated, disposable device for chemically amplified protein-based detection of influenza virus from nasal swab specimens was developed and evaluated in a clinical setting. The device required only simple specimen manipulation without any dedicated instrumentation or specialized training by the operator for interpretation. The device was based on a sandwich immunoassay for influenza virus nucleoprotein; it used an enzyme-labeled antibody and a chromogenic substrate to provide an amplified visible signal, in a two-dimensional paper network format. All reagents were stored within the device. Device performance was assessed at Seattle Children's Hospital; clinical staff collected nasal swab samples from 25 patients and then operated test devices on site to detect influenza A and B in those specimens. The total test time from device initiation to result was approximately 35 min. Device performance for influenza A detection was ∼70% accurate using in-house qRT-PCR influenza A as a gold-standard comparison. The ratio of valid to total completed device runs yielded a success rate of 92%, and the negative predictive value for both the influenza A and B assay was 81%. The ability to diagnose respiratory infections rapidly and close to the patient was well received by hospital staff, inspiring further optimization of device function.


Assuntos
Influenza Humana/diagnóstico , Manejo de Espécimes/métodos , Proteínas Virais/análise , Testes Diagnósticos de Rotina/instrumentação , Humanos , Imunoensaio/instrumentação , Vírus da Influenza A/isolamento & purificação , Vírus da Influenza B/isolamento & purificação , Nucleoproteínas/análise , Fatores de Tempo
3.
Anal Chem ; 88(4): 2311-20, 2016 Feb 16.
Artigo em Inglês | MEDLINE | ID: mdl-26835721

RESUMO

Conventional lateral flow tests (LFTs), the current standard bioassay format used in low-resource point-of-care (POC) settings, have limitations that have held back their application in the testing of low concentration analytes requiring high sensitivity and low limits of detection. LFTs use a premix format for a rapid one-step delivery of premixed sample and labeled antibody to the detection region. We have compared the signal characteristics of two types of reagent delivery formats in a model system of a sandwich immunoassay for malarial protein detection. The premix format produced a uniform binding profile within the detection region. In contrast, decoupling the delivery of sample and labeled antibody to the detection region in a sequential format produced a nonuniform binding profile in which the majority of the signal was localized to the upstream edge of the detection region. The assay response was characterized in both the sequential and premix formats. The sequential format had a 4- to 10-fold lower limit of detection than the premix format, depending on assay conjugate concentration. A mathematical model of the assay quantitatively reproduced the experimental binding profiles for a set of rate constants that were consistent with surface plasmon resonance measurements and absorbance measurements of the experimental multivalent malaria system.


Assuntos
Imunoensaio/métodos , Malária/parasitologia , Proteínas de Protozoários/análise , Anticorpos/imunologia , Reações Antígeno-Anticorpo , Antígenos/imunologia , Indicadores e Reagentes , Proteínas de Protozoários/imunologia
4.
Anal Bioanal Chem ; 408(5): 1335-46, 2016 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-26427504

RESUMO

To enable enhanced paper-based diagnostics with improved detection capabilities, new methods are needed to immobilize affinity reagents to porous substrates, especially for capture molecules other than IgG. To this end, we have developed and characterized three novel methods for immobilizing protein-based affinity reagents to nitrocellulose membranes. We have demonstrated these methods using recombinant affinity proteins for the influenza surface protein hemagglutinin, leveraging the customizability of these recombinant "flu binders" for the design of features for immobilization. The three approaches shown are: (1) covalent attachment of thiolated affinity protein to an epoxide-functionalized nitrocellulose membrane, (2) attachment of biotinylated affinity protein through a nitrocellulose-binding streptavidin anchor protein, and (3) fusion of affinity protein to a novel nitrocellulose-binding anchor protein for direct coupling and immobilization. We also characterized the use of direct adsorption for the flu binders, as a point of comparison and motivation for these novel methods. Finally, we demonstrated that these novel methods can provide improved performance to an influenza hemagglutinin assay, compared to a traditional antibody-based capture system. Taken together, this work advances the toolkit available for the development of next-generation paper-based diagnostics.


Assuntos
Proteínas de Transporte/metabolismo , Cromatografia de Afinidade/métodos , Colódio/metabolismo , Proteínas Imobilizadas/metabolismo , Papel , Proteínas Recombinantes/metabolismo , Estreptavidina/metabolismo , Anticorpos/química , Anticorpos/metabolismo , Proteínas de Bactérias/química , Proteínas de Bactérias/metabolismo , Proteínas de Transporte/química , Colódio/química , Proteínas Imobilizadas/química , Proteínas Recombinantes/química , Estreptavidina/química
5.
Analyst ; 140(2): 609-15, 2015 Jan 21.
Artigo em Inglês | MEDLINE | ID: mdl-25427275

RESUMO

Laboratory-based testing does not reach many individuals in lower-resource settings who could benefit from access to appropriate tests for diagnosis and therapy. A critical issue is laboratory-based testing often requires an environment with a high level of resources and supporting infrastructure that is not available in many areas of the world. The current report describes the conversion of a laboratory-based test for phenylalanine detection to a simple paper-based test appropriate for use in low-resource settings. The paper-based test is easy to operate, with all reagents stored dry on the card, is compatible with visible detection for clinically relevant concentrations of phenylalanine, and has a time to result of 10 minutes. Next steps for test development are discussed in the context of the potential for the paper-based Phe test to be used as a newborn PKU screening test in settings that are not well served by existing screening approaches.


Assuntos
Triagem Neonatal/métodos , Fenilalanina/sangue , Fenilcetonúrias/diagnóstico , Colorimetria , Humanos , Recém-Nascido , Nitroazul de Tetrazólio/química , Fenilalanina/análise , Coloração e Rotulagem/métodos
6.
Analyst ; 139(19): 4750-7, 2014 Oct 07.
Artigo em Inglês | MEDLINE | ID: mdl-25089298

RESUMO

A critical constraint in the design of appropriate medical devices for the lowest-resource settings is the lack of access to maintenance or repair on instrumentation. There are numerous point-of-care applications for which quantitative readout would have clinical utility. Thus, a challenge to the device developer is to enable quantitative device readout in an equipment-free model that is appropriate for use in even the lowest-resource settings. Paper microfluidics has great potential for enabling equipment-free devices that are low-cost, operable by minimally-trained users, and provide quantitative readout. The focus of this critical review is to describe the work, starting several decades ago and continuing to the present, to enable assays with quantitative readout in a fully-disposable device.


Assuntos
Colorimetria , Técnicas Analíticas Microfluídicas , Humanos , Interações Hidrofóbicas e Hidrofílicas , Imunoensaio , Papel , Sistemas Automatizados de Assistência Junto ao Leito
7.
Analyst ; 139(6): 1456-62, 2014 Mar 21.
Artigo em Inglês | MEDLINE | ID: mdl-24496140

RESUMO

Lateral flow devices are commonly used for many point-of-care (POC) applications in low-resource settings. However, they lack the sensitivity needed for many analytes relevant in the diagnosis of diseases. One approach to achieve higher sensitivity is signal amplification, which is commonly used in laboratory assays, but uses reagents that require refrigeration and inherently requires multiple assay steps not normally compatible with POC settings. Enzyme-based signal amplification, such as the one used in ELISA, could greatly improve the limit of detection if it were translated to a format compatible with POC requirements. A signal-amplified POC device not only requires the reagents to be stored in a stable form, but also requires automation of the multiple sequential steps of signal amplification protocols. Here, we describe a method for the long-term dry storage of ELISA reagents: horseradish peroxidase (HRP) conjugated antibody label and its colorimetric substrate diaminobenzidine (DAB). The HRP conjugate retained ∼80% enzymatic activity after dry storage at 45 °C for over 5 months. The DAB substrate was also stable at 45 °C and exhibited no detectable loss of activity over 3 months. These reagents were incorporated into a two-dimensional paper network (2DPN) device that automated the steps of ELISA for the detection of a malarial biomarker. These results demonstrate the potential of enzyme-based signal amplification for enhanced sensitivity in POC devices for low resource settings.


Assuntos
Antígenos de Protozoários/análise , Ensaio de Imunoadsorção Enzimática/instrumentação , Peroxidase do Rábano Silvestre/química , Imunoconjugados/química , Plasmodium falciparum/isolamento & purificação , Sistemas Automatizados de Assistência Junto ao Leito , Preservação Biológica , Proteínas de Protozoários/análise , 3,3'-Diaminobenzidina/metabolismo , Antígenos de Protozoários/imunologia , Dessecação , Estabilidade Enzimática , Desenho de Equipamento , Peroxidase do Rábano Silvestre/metabolismo , Humanos , Imunoconjugados/imunologia , Indicadores e Reagentes , Limite de Detecção , Malária Falciparum/diagnóstico , Malária Falciparum/microbiologia , Plasmodium falciparum/imunologia , Proteínas de Protozoários/imunologia
8.
Anal Chem ; 85(23): 11201-4, 2013 Dec 03.
Artigo em Inglês | MEDLINE | ID: mdl-24228812

RESUMO

A capability that is key to increasing the performance of paper microfluidic devices is control of fluid transport in the devices. We present dissolvable bridges as a novel method of manipulating fluid volumes within paper-based devices. We demonstrate and characterize the operation of the bridges, including tunability of the volumes passed from 10 µL to 80 µL, using parameters such as geometry and composition. We further demonstrate the utility of dissolvable bridges in the important context of automated delivery of different volumes of a fluid from a common source to multiple locations in a device for simple device loading and activation.


Assuntos
Desenho de Equipamento/métodos , Técnicas Analíticas Microfluídicas/instrumentação , Técnicas Analíticas Microfluídicas/métodos , Papel , Solubilidade , Trealose/química
9.
Anal Chem ; 85(23): 11545-52, 2013 Dec 03.
Artigo em Inglês | MEDLINE | ID: mdl-24245747

RESUMO

We demonstrate a novel method for controlling fluid flow in paper-based devices. The method delays fluid progress through a porous channel by diverting fluid into an absorbent pad-based shunt placed into contact with the channel. Parameters to control the delay include the length and the thickness of the shunt. Using this method, reproducible delays ranging from 3 to 20 min were achieved. A simple electrical circuit model was presented and used to predict the delays in a system. Results from the model showed good agreement with experimental observations. Finally, the shunts were used for the sequential delivery of fluids to a detection zone in a point-of-care compatible folding card device using biochemical reagents for the amplified detection of the malaria protein PfHRP2.


Assuntos
Colódio/química , Técnicas Analíticas Microfluídicas/métodos , Papel , Técnicas Analíticas Microfluídicas/instrumentação , Fatores de Tempo
10.
Micromachines (Basel) ; 14(10)2023 Oct 16.
Artigo em Inglês | MEDLINE | ID: mdl-37893373

RESUMO

The use of lateral flow assays to detect nucleic acid targets has many applications including point-of-care diagnostics, environmental monitoring, and food safety. A sandwich format, similar to that in protein immunoassays, is often used to capture the target nucleic acid sequence with an immobilized complementary strand anchored to a substrate, and then to visualize this event using a complementary label nucleic acid bound to a nanoparticle label. A critical component of high-sensitivity nucleic acid detection is to utilize high-density capture surfaces for the effective capture of target nucleic acid. Multiple methods have been reported, including the use of streptavidin-based protein anchors that can be adsorbed to the lateral flow substrate and that can utilize the high-affinity streptavidin-biotin linkage to bind biotinylated nucleic acid capture sequences for subsequent target nucleic acid binding. However, these protein anchors have not been systematically characterized for use in the context of nucleic acid detection. In this work, we characterize several protein-based anchors on nitrocellulose for (i) capturing the robustness of the attachment of the protein anchor, (ii) capturing nucleic acid density, and (iii) targeting nucleic acid capture. Further, we demonstrate the signal gains in target nucleic acid hybridization made by increasing the density of capture nucleic acid on a nitrocellulose substrate using multiple applications of protein loading onto nitrocellulose. Finally, we use our high-density capture surfaces to demonstrate high-sensitivity nucleic acid detection in a lateral flow assay (in the context of a SARS-CoV-2 sequence), achieving a LOD of approximately 0.2 nM.

11.
Anal Chem ; 84(10): 4574-9, 2012 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-22537313

RESUMO

The lateral flow test has become the standard bioassay format in low-resource settings because it is rapid, easy to use, and low in cost, uses reagents stored in dry form, and is equipment-free. However, lateral flow tests are often limited to a single chemical delivery step and not capable of the multistep processing characteristic of high performance laboratory-based assays. To address this limitation, we are developing a paper network platform that extends the conventional lateral flow test to two dimensions; this allows incorporation of multistep chemical processing, while still retaining the advantages of conventional lateral flow tests. Here, we demonstrate this format for an easy-to-use, signal-amplified sandwich format immunoassay for the malaria protein PfHRP2. The card contains reagents stored in dry form such that the user need only add sample and water. The multiple flows in the device are activated in a single user step of folding the card closed; the configuration of the paper network automatically delivers the appropriate volumes of (i) sample plus antibody conjugated to a gold particle label, (ii) a rinse buffer, and (iii) a signal amplification reagent to the capture region. These results highlight the potential of the paper network platform to enhance access to high-quality diagnostic capabilities in low-resource settings in the developed and developing worlds.


Assuntos
Antígenos de Protozoários/análise , Imunoensaio , Malária/metabolismo , Papel , Ouro/química , Malária/diagnóstico , Malária/parasitologia , Malária/patologia , Plasmodium falciparum/isolamento & purificação , Plasmodium falciparum/metabolismo , Sistemas Automatizados de Assistência Junto ao Leito , Proteínas de Protozoários/análise
12.
Nature ; 442(7101): 412-8, 2006 Jul 27.
Artigo em Inglês | MEDLINE | ID: mdl-16871209

RESUMO

The developing world does not have access to many of the best medical diagnostic technologies; they were designed for air-conditioned laboratories, refrigerated storage of chemicals, a constant supply of calibrators and reagents, stable electrical power, highly trained personnel and rapid transportation of samples. Microfluidic systems allow miniaturization and integration of complex functions, which could move sophisticated diagnostic tools out of the developed-world laboratory. These systems must be inexpensive, but also accurate, reliable, rugged and well suited to the medical and social contexts of the developing world.


Assuntos
Testes Diagnósticos de Rotina/métodos , Internacionalidade , Microfluídica/métodos , Saúde Pública/métodos , Países em Desenvolvimento/economia , Testes Diagnósticos de Rotina/economia , Testes Diagnósticos de Rotina/instrumentação , Humanos , Microfluídica/economia , Microfluídica/instrumentação , Saúde Pública/tendências
13.
Anal Methods ; 14(32): 3103-3114, 2022 08 18.
Artigo em Inglês | MEDLINE | ID: mdl-35916648

RESUMO

Carbamazepine (CBZ), a drug prescribed to prevent seizures in people with epilepsy, has a narrow therapeutic range such that patients would greatly benefit from personalized drug dosage recommendations. Saliva is an excellent sample for personalized monitoring of CBZ levels because saliva CBZ concentration correlates with the free concentration of CBZ in blood, and can be collected non-invasively. CBZ level quantification using electrochemical detection has been demonstrated in a variety of electrode systems and samples, however, human saliva presents a particular challenge in terms of its complex composition that can result in signal interference via a high background current at the potentials of interest for CBZ detection. Previous demonstrations of electrochemical detection of CBZ in saliva have included rigorous pre-treatment of the sample using centrifugation and high levels of dilution, which is not compatible with lower-resource field settings for patient monitoring of CBZ levels. In this work, we systematically investigate several strategies to improve the detection of CBZ in a background of undiluted human saliva using polymeric laminate-based devices with stencil-printed carbon electrodes; (i) adding the anionic surfactant sodium dodecyl sulfate to the saliva, (ii) filtering saliva to remove larger molecular weight species, (iii) plasma pretreatment of the device electrodes, and (iv) incubation of the sample on the electrodes. These methods enabled the quantification of therapeutically-relevant concentrations of CBZ in a background of human saliva without the need for saliva preprocessing like dilution.


Assuntos
Epilepsia , Saliva , Carbamazepina/uso terapêutico , Carbono/uso terapêutico , Eletrodos , Epilepsia/tratamento farmacológico , Humanos
14.
Anal Chem ; 83(20): 7941-6, 2011 Oct 15.
Artigo em Inglês | MEDLINE | ID: mdl-21936486

RESUMO

Point-of-care diagnostic assays that are rapid, easy-to-use, and low-cost are needed for use in low-resource settings; the lateral flow test has become the standard bioassay format in such settings because it meets those criteria. However, for a number of analytes, conventional lateral flow tests lack the sensitivity needed to have clinical utility. To address this limitation, we are developing a paper network platform that extends the conventional lateral flow test to two dimensions. The two-dimensional structures allow incorporation of multistep processes for improved sensitivity, while still retaining the positive aspects of conventional lateral flow tests. Here we create an easy-to-use, signal-amplified immunoassay based on a modified commercial strip test for human chorionic gonadotropin, the hormone used to detect pregnancy, and demonstrate an improved limit of detection compared to a conventional lateral flow assay. These results highlight the potential of the paper network platform to enhance access to high-quality diagnostic capabilities in low-resource settings in the developed and developing worlds.


Assuntos
Imunoensaio/métodos , Papel , Gonadotropina Coriônica/análise , Feminino , Humanos , Sistemas Automatizados de Assistência Junto ao Leito , Gravidez
15.
Lab Chip ; 22(1): 9-25, 2021 12 21.
Artigo em Inglês | MEDLINE | ID: mdl-34897346

RESUMO

Paper microfluidics is a rapidly growing subfield of microfluidics in which paper-like porous materials are used to create analytical devices that are well-suited for use in field applications. 3D printing technology has the potential to positively affect paper microfluidic device development by enabling tools and methods for the creation of devices with well-defined and tunable fluidic networks of porous matrices for high performance signal generation. This critical review focuses on the progress that has been made in using 3D printing technologies to advance the development of paper microfluidic devices. We describe printing work in three general categories: (i) solid support structures for paper microfluidic device components; (ii) channel barrier definition in existing porous materials; and (iii) porous channels for capillary flow, and discuss their value in advancing paper microfluidic device development. Finally, we discuss major areas of focus for highest impact on the next generation of paper microfluidics devices.


Assuntos
Dispositivos Lab-On-A-Chip , Microfluídica , Porosidade , Impressão Tridimensional
16.
Anal Methods ; 13(5): 660-671, 2021 02 07.
Artigo em Inglês | MEDLINE | ID: mdl-33463631

RESUMO

The degradation of biochemical reagents on the timescale of weeks can severely limit the utility of microfluidic assays intended for field use, and is a challenging aspect of microfluidic device development in general. Our study focuses on the evaluation of the dry storage stability of three types of reagents: (i) the colorimetric reagents nitroblue tetrazolium and 1-methoxy-5-methylphenazinium methylsulfate, (ii) the enzyme phenylalanine dehydrogenase, and (iii) the coenzyme ß-nicotinamide adenine dinucleotide hydrate, within the context of a phenylalanine monitoring device. We have demonstrated stable dry storage of each of the reagents, over the time span of approximately one month. Drying the colorimetric reagents under nitrogen was found to largely suppress reagent degradation and the appearance of nonspecific signal, while the enzyme and coenzyme retained activity when stored dry for a month without additional processing or chemical additives. Finally, phenylalanine monitoring devices with all three reagent types dried down and stored for 15 days showed comparable functionality to devices containing freshly-dried reagents - a key milestone to enable future clinical testing.


Assuntos
Dispositivos Lab-On-A-Chip , Fenilalanina , Dessecação , Indicadores e Reagentes , Microfluídica
17.
Lab Chip ; 10(19): 2614-7, 2010 Oct 07.
Artigo em Inglês | MEDLINE | ID: mdl-20676410

RESUMO

The two-dimensional paper network (2DPN) is a versatile new microfluidic format for performing complex chemical processes. For chemical detection, for example, 2DPNs have the potential to exceed the capabilities and performance of existing paper-based lateral flow devices at a comparable cost and ease of use. To design such 2DPNs, it is necessary to predict 2D flow patterns and velocities within them, but because of the scattering of the paper matrix, conventional particle imaging velocimetry is not practical. In this note, we demonstrate two methods for visualization of flow in 2DPNs that are inexpensive, easy to implement, and quantifiable.


Assuntos
Técnicas Analíticas Microfluídicas/instrumentação , Papel , Fotografação/instrumentação , Soluções/química , Desenho de Equipamento , Análise de Falha de Equipamento , Soluções/análise
18.
Lab Chip ; 10(7): 918-20, 2010 Apr 07.
Artigo em Inglês | MEDLINE | ID: mdl-20300678

RESUMO

Recent reports have demonstrated the multi-analyte detection capability of paper networks with multiple outlets per inlet. In this report, we focus on the capabilities of 2D paper networks with multiple inlets per outlet and demonstrate the controlled transport of reagents within paper devices. Specifically, we demonstrate methods of controlling fluid transport using the geometry of the network and dissolvable barriers. Finally, we discuss the implications for higher sensitivity detection using this type of 2D paper network.


Assuntos
Colódio/química , Preparações de Ação Retardada , Técnicas Analíticas Microfluídicas , Papel , Eletroforese Capilar , Técnicas Analíticas Microfluídicas/instrumentação , Técnicas Analíticas Microfluídicas/métodos
19.
Lab Chip ; 10(20): 2659-65, 2010 Oct 21.
Artigo em Inglês | MEDLINE | ID: mdl-20680208

RESUMO

Conventional microfluidic devices typically require highly precise pumps or pneumatic control systems, which add considerable cost and the requirement for power. These restrictions have limited the adoption of microfluidic technologies for point-of-care applications. Paper networks provide an extremely low-cost and pumpless alternative to conventional microfluidic devices by generating fluid transport through capillarity. We revisit well-known microfluidic devices for hydrodynamic focusing, sized-based extraction of molecules from complex mixtures, micromixing, and dilution, and demonstrate that paper-based devices can replace their expensive conventional microfluidic counterparts.


Assuntos
Análise de Injeção de Fluxo/instrumentação , Técnicas Analíticas Microfluídicas/instrumentação , Papel , Transdutores , Desenho Assistido por Computador , Desenho de Equipamento , Análise de Falha de Equipamento
20.
Sens Actuators B Chem ; 149(1): 325-328, 2010 Aug 06.
Artigo em Inglês | MEDLINE | ID: mdl-20706615

RESUMO

Two-dimensional paper networks (2DPNs) hold great potential for extending the utility of paper-based chemical and biochemical diagnostics at a cost and ease-of-use that is comparable to conventional lateral flow strips. 2DPNs enable the automated sequential delivery of multiple reagents to a detection region with a single user activation step, and therefore have the potential to extend the processing capabilities of inexpensive paper-based assays with comparable ease of use to conventional lateral flow tests. In this communication, we used a simple 3 inlet 2DPN to perform signal amplification of a colloidal gold label using a gold enhancement solution, thus demonstrating the capability of 2DPNs to perform processes that can improve limits of detection.

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