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1.
Methods Mol Biol ; 2804: 77-89, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38753141

RESUMO

Extracellular vesicles (EVs) are secreted by cells and found in biological fluids such as blood, with concentration correlated with oncogenic signals, making them attractive biomarkers for liquid biopsy. The current gold-standard method for EVs isolation requires an ultracentrifugation (UC) step among others. The cost and complexity of this technique are forbiddingly high for many researchers, as well as for routine use in biological laboratories and hospitals. This chapter reports on a simple microfluidic method for EVs isolation, based on a microfluidic size sorting technique named Deterministic Lateral Displacement (DLD). With the design of micrometric DLD array, we demonstrated the potential of our DLD devices for the isolation of nano-biological objects such as EVs, with main population size distribution consistent with UC technique.


Assuntos
Vesículas Extracelulares , Dispositivos Lab-On-A-Chip , Vesículas Extracelulares/metabolismo , Vesículas Extracelulares/química , Humanos , Técnicas Analíticas Microfluídicas/instrumentação , Técnicas Analíticas Microfluídicas/métodos , Técnicas de Cultura de Células/métodos , Ultracentrifugação/métodos
2.
ACS Biomater Sci Eng ; 9(5): 2335-2346, 2023 05 08.
Artigo em Inglês | MEDLINE | ID: mdl-37021798

RESUMO

Bacteriophages represent a remarkably versatile probe for biosensing and a key component of a new class of bioactive surfaces. Chemical immobilization of bacteriophages is a key operation enabling such applications, yet despite this, rarely is a comparison made between immobilization chemistries or for multiple phages with the same parameters. Here, we report the immobilization of bacteriophages 44AHJD, P68, Remus, and gh-1 by physisorption and covalent cross-linking via a series of thiolated reagents: 11-mercaptoundecanoic acid (11-MUA), l-cysteine with 11-MUA, l-cysteine with glutaraldehyde, and dithiobis(succinimidyl propionate). Surprisingly, phage purification protocols showed significant impact on the phage immobilization efficiency. Indeed, purification of phages by density gradient (CsCl) ultracentrifugation and centrifugal ultrafiltration was found to have a dramatic determinant effect on the quality of the immobilized layer. Surface densities of 160 ± 13.9 phage/µm2 were observed when careful phage purification was combined with 11-MUA self-assembled monolayer functionalization of the surface. High-resolution scanning electron microscopy enabled direct confirmation of immobilization, along with calculation of phage densities on the surface, and even resolution of phage capsid substructures.


Assuntos
Bacteriófagos , Técnicas Biossensoriais , Técnicas Biossensoriais/métodos , Ouro , Cisteína , Glutaral
3.
Biosensors (Basel) ; 12(5)2022 May 18.
Artigo em Inglês | MEDLINE | ID: mdl-35624647

RESUMO

Loop-mediated isothermal amplification (LAMP) is an exponential amplification method of DNA strands that is more and more used for its high performances. Thanks to its high sensitivity and selectivity, LAMP found numerous applications from the detection of pathogens or viruses through their genome amplification to its incorporation as an amplification strategy in protein or miRNA biomarker quantification. The LAMP method is composed of two stages: the first one consists in the transformation of the DNA strands into dumbbell structures formed of two stems and loops thanks to four primers; then, in the second stage, only two primers are required to amplify the dumbbells exponentially in numerous hairpins of increasing lengths. In this paper, we propose a theoretical framework to analyze the kinetics of the second stage of LAMP, the isothermal dumbbell exponential amplification (IDEA) as function of the physico-chemical parameters of the amplification reaction. Dedicated experiments validate the models. We believe these results may help the optimization of LAMP performances by reducing the number of experiments necessary to find the best parameters.


Assuntos
Técnicas de Diagnóstico Molecular , Técnicas de Amplificação de Ácido Nucleico , DNA , Cinética , Técnicas de Diagnóstico Molecular/métodos , Técnicas de Amplificação de Ácido Nucleico/métodos
4.
J Appl Microbiol ; 133(2): 529-543, 2022 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-35429090

RESUMO

AIMS: To measure the infectious titre (IT) decay rate for various bacteriophages as a function of storage container material. Additionally, parallel light scattering and infectious titre measurements reveal distinct mechanisms for IT loss, depending on phage. METHODS AND RESULTS: Suspensions of bacteriophages 44AHJD, P68 and gh-1 were stored in various labware. IT of each suspension was repeatedly measured over the course of 2 weeks. Large variability in IT decay was observed, with >4 log10 loss in glass and low-binding polypropylene. Incubation of polymer containers with Bovine Serum Albumin (BSA) resulted in a consistent reduction in IT decay. Aggregation state of phage suspensions was studied by nanoparticle tracking analysis (NTA), revealing highest aggregation in glass-stored suspensions and lowest after storage in BSA-treated containers. CONCLUSIONS: Glass and 'low-binding' containers may aggravate IT decay while BSA treatment may present an easy mitigation strategy. IT versus NTA titre diagrams highlight the importance of phage inactivation in combination with aggregation. SIGNIFICANCE AND IMPACT OF THE STUDY: Container material is a significant determinant of bacteriophage IT decay. It is therefore essential to confirm IT following storage and tailor choice of phage storage containers accordingly. Aggregation of phages and adsorption onto labware surfaces are not only the mechanisms accounting for IT loss but also biological instability.


Assuntos
Bacteriófagos , Nanopartículas , Adsorção , Bacteriófagos/fisiologia , Vidro
5.
Anal Chem ; 94(7): 3376-3385, 2022 02 22.
Artigo em Inglês | MEDLINE | ID: mdl-35143170

RESUMO

Detecting blood biomarkers such as proteins with high sensitivity and specificity is of the utmost importance for early and reliable disease diagnosis. As molecular probes, aptamers are raising increasing interest for biosensor applications as an alternative to antibodies, which are used in classical enzyme-linked immuno-sorbent assays (ELISA). We have developed a sensitive and antibody-free molecular quantification assay that combines the specificity of aptamers and the sensitivity of the loop-mediated isothermal amplification (LAMP). For the proof-of-concept, we consider two types of biomarkers: (i) a model of oligonucleotide mimicking nucleic acid targets and (ii) the thrombin involved in the complex coagulation cascade as a model protein for which two relevant aptamers form a stable sandwich. The assay protocol is based on a few successive steps, similar to sandwich ELISA. First, aptamer-coated magnetic beads are added to the sample to specifically capture the targets. Then, the sandwich complex is formed by adding the second aptamer. This secondary aptamer is integrated in a larger oligonucleotide dumbbell sequence designed for LAMP detection using only two primers. After a proper rinsing step, the isothermal dumbbell exponential amplification is performed to detect and quantify a low amount of targets (limit of detection ∼ 1 pM for the oligonucleotide and ∼100 pM for thrombin). This study demonstrates that our innovative aptamero-LAMP assay could be relevant for the detection of different types of biomarkers and their quantification at physiological levels. This may also pave the way for antibody-free molecular assays.


Assuntos
Aptâmeros de Nucleotídeos , Técnicas Biossensoriais , Anticorpos , Bioensaio , Técnicas Biossensoriais/métodos , Trombina/análise
6.
ACS Biomater Sci Eng ; 7(6): 1987-2014, 2021 06 14.
Artigo em Inglês | MEDLINE | ID: mdl-34038088

RESUMO

Bacteriophage immobilization is a key unit operation in emerging biotechnologies, enabling new possibilities for biodetection of pathogenic microbes at low concentration, production of materials with novel antimicrobial properties, and fundamental research on bacteriophages themselves. Wild type bacteriophages exhibit extreme binding specificity for a single species, and often for a particular subspecies, of bacteria. Since their specificity originates in epitope recognition by capsid proteins, which can be altered by chemical or genetic modification, their binding specificity may also be redirected toward arbitrary substrates and/or a variety of analytes in addition to bacteria. The immobilization of bacteriophages on planar and particulate substrates is thus an area of active and increasing scientific interest. This review assembles the knowledge gained so far in the immobilization of whole phage particles, summarizing the main chemistries, and presenting the current state-of-the-art both for an audience well-versed in bioconjugation methods as well as for those who are new to the field.


Assuntos
Bacteriófagos , Técnicas Biossensoriais , Antibacterianos , Bactérias , Biotecnologia
7.
Biosensors (Basel) ; 11(4)2021 Apr 08.
Artigo em Inglês | MEDLINE | ID: mdl-33917864

RESUMO

Small molecules are ubiquitous in nature and their detection is relevant in various domains. However, due to their size, sensitive and selective probes are difficult to select and the detection methods are generally indirect. In this study, we introduced the use of melting curve analysis of aptachains based on split-aptamers for the detection of adenosine. Aptamers, short oligonucleotides, are known to be particularly efficient probes compared to antibodies thanks to their advantageous probe/target size ratio. Aptachains are formed from dimers with dangling ends followed by the split-aptamer binding triggered by the presence of the target. The high melting temperature of the dimers served as a calibration for the detection/quantification of the target based on the height and/or temperature shift of the aptachain melting peak.


Assuntos
Técnicas Biossensoriais , Adenosina , Aptâmeros de Nucleotídeos , Calibragem , Polímeros
8.
J Pharm Biomed Anal ; 194: 113777, 2021 Feb 05.
Artigo em Inglês | MEDLINE | ID: mdl-33293175

RESUMO

Although cardiac pathologies are the major cause of death in the world, it remains difficult to provide a reliable diagnosis to prevent heart attacks. Rapid patient care and management in emergencies are critical to prevent dramatic consequences. Thus, relevant biomarkers such as cardiac troponin and natriuretic peptides are currently targeted by commercialized Point-Of-Care immunoassays. Key points still to be addressed concern cost, lack of standardization, and poor specificity, which could limit the reliability of the assays. Consequently, alternatives are emerging to address these issues. New probe molecules such as aptamers or molecularly imprinted polymers should allow a reduction in cost of the assays and an increase in reproducibility. In addition, the assay specificity and reliability could be improved by enabling multiplexing through the detection of several molecular targets in a single device.


Assuntos
Infarto do Miocárdio , Biomarcadores , Humanos , Imunoensaio , Sistemas Automatizados de Assistência Junto ao Leito , Reprodutibilidade dos Testes
9.
Molecules ; 25(8)2020 Apr 24.
Artigo em Inglês | MEDLINE | ID: mdl-32344585

RESUMO

Bacterial resistance is becoming a global issue due to its rapid growth. Potential new drugs as antimicrobial peptides (AMPs) are considered for several decades as promising candidates to circumvent this threat. Nonetheless, AMPs have also been used more recently in other settings such as molecular probes grafted on biosensors able to detect whole bacteria. Rapid, reliable and cost-efficient diagnostic tools for bacterial infection could prevent the spread of the pathogen from the earliest stages. Biosensors based on AMPs would enable easy monitoring of potentially infected samples, thanks to their powerful versatility and integrability in pre-existent settings. AMPs, which show a broad spectrum of interactions with bacterial membranes, can be tailored in order to design ubiquitous biosensors easily adaptable to clinical settings. This review aims to focus on the state of the art of AMPs used as the recognition elements of whole bacteria in label-free biosensors with a particular focus on the characteristics obtained in terms of threshold, volume of sample analysable and medium, in order to assess their workability in real-world applications.


Assuntos
Peptídeos Catiônicos Antimicrobianos , Bactérias/metabolismo , Técnicas Biossensoriais , Sondas Moleculares , Sequência de Aminoácidos , Peptídeos Catiônicos Antimicrobianos/química , Peptídeos Catiônicos Antimicrobianos/metabolismo , Infecções Bacterianas/diagnóstico , Infecções Bacterianas/microbiologia , Membrana Celular/metabolismo , Humanos , Ligantes , Ligação Proteica
10.
Sensors (Basel) ; 20(2)2020 Jan 16.
Artigo em Inglês | MEDLINE | ID: mdl-31963277

RESUMO

The development of sensitive methods for in situ detection of biomarkers is a real challenge to bring medical diagnosis a step forward. The proof-of-concept of a remote multiplexed biomolecular interaction detection through a plasmonic optical fiber bundle is demonstrated here. The strategy relies on a fiber optic biosensor designed from a 300 µm diameter bundle composed of 6000 individual optical fibers. When appropriately etched and metallized, each optical fiber exhibits specific plasmonic properties. The surface plasmon resonance phenomenon occurring at the surface of each fiber enables to measure biomolecular interactions, through the changes of the retro-reflected light intensity due to light/plasmon coupling variations. The functionalization of the microstructured bundle by multiple protein probes was performed using new polymeric 3D-printed microcantilevers. Such soft cantilevers allow for immobilizing the probes in micro spots, without damaging the optical microstructures nor the gold layer. We show here the potential of this device to perform the multiplexed detection of two different antibodies with limits of detection down to a few tenths of nanomoles per liter. This tool, adapted for multiparametric, real-time, and label free monitoring is minimally invasive and could then provide a useful platform for in vivo targeted molecular analysis.


Assuntos
Técnicas Biossensoriais/métodos , Fibras Ópticas , Ressonância de Plasmônio de Superfície/métodos , Animais , Anticorpos/análise , Técnicas Biossensoriais/instrumentação , Desenho de Equipamento , Ouro/química , Limite de Detecção , Ratos , Ressonância de Plasmônio de Superfície/instrumentação , Propriedades de Superfície
11.
Biosensors (Basel) ; 9(4)2019 Oct 11.
Artigo em Inglês | MEDLINE | ID: mdl-31614545

RESUMO

This review summarizes recent advances in micro- and nanopore technologies with a focus on the functionalization of pores using a promising method named contactless electro-functionalization (CLEF). CLEF enables the localized grafting of electroactive entities onto the inner wall of a micro- or nano-sized pore in a solid-state silicon/silicon oxide membrane. A voltage or electrical current applied across the pore induces the surface functionalization by electroactive entities exclusively on the inside pore wall, which is a significant improvement over existing methods. CLEF's mechanism is based on the polarization of a sandwich-like silicon/silicon oxide membrane, creating electronic pathways between the core silicon and the electrolyte. Correlation between numerical simulations and experiments have validated this hypothesis. CLEF-induced micro- and nanopores functionalized with antibodies or oligonucleotides were successfully used for the detection and identification of cells and are promising sensitive biosensors. This technology could soon be successfully applied to planar configurations of pores, such as restrictions in microfluidic channels.


Assuntos
Técnicas Biossensoriais , Silício/química , Impedância Elétrica , Técnicas Eletroquímicas , Membranas Artificiais , Nanoporos
12.
Talanta ; 203: 322-327, 2019 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-31202346

RESUMO

Fast detection of bacteria in samples presumed to be un-contaminated, such as blood, is of great importance. Indeed, rapid diagnosis allows the set-up of appropriate antibiotic treatment. Besides clinical issues, there are many other domains, such as food processing or drug manufacturing, where the strict absence of any bacteria has to be assessed. Because the bacterial load found in most contaminated samples is often below the limit of detection for currently validated assays, a preliminary enrichment step is required to allow bacterial multiplication before proceeding to the analysis step, whatever it might be - cultural, immunological or molecular methods. In this study, we describe the use of a biosensor for single-step bacteria detection. The whole analysis is performed in less than 20 h, during the growth phase of the micro-organisms, using an array of antimicrobial peptides (AMPs) coupled with a surface plasmon resonance imager (SPRI). A wide range of bacterial strains are assayed, showing differentiated affinity patterns with the immobilized peptides, which are confirmed by multivariate analysis. This work establishes the evidence that antimicrobial peptides, mostly used so far in the antibiotic drug industry, are suited for the wide-spectrum detection of unknown bacteria in samples, even at very low initial loads. Moreover, the small set of AMPs that were assayed provided a specific affinity profile for each pathogen, as confirmed by multivariate analyses. Furthermore, this work opens up the possibility of applying this method in more complex and relevant samples such as foodstuff, urine or blood.


Assuntos
Peptídeos Catiônicos Antimicrobianos/metabolismo , Bactérias/isolamento & purificação , Bacteriocinas/metabolismo , Sequência de Aminoácidos , Peptídeos Catiônicos Antimicrobianos/química , Bactérias/metabolismo , Bacteriocinas/química , Técnicas Biossensoriais/métodos , Limite de Detecção , Análise Multivariada , Análise de Componente Principal , Ligação Proteica , Ressonância de Plasmônio de Superfície/métodos
13.
RSC Adv ; 9(27): 15554-15560, 2019 May 14.
Artigo em Inglês | MEDLINE | ID: mdl-35514840

RESUMO

Foodborne pathogens are of significant concern in the agrifood industry and the development of associated rapid detection and identification methods are of major importance. This paper describes the novel use of resolution-optimized prism-based surface plasmon resonance imaging (RO-SPRI) and data processing for the detection of the foodborne pathogens Listeria monocytogenes and Listeria innocua. With an imaging spatial resolution on the order of individual bacteria (2.7 ± 0.5 µm × 7.9 ± 0.6 µm) over a field of view 1.5 mm2, the RO-SPRI system enabled accurate counting of individual bacteria on the sensor surface. Using this system, we demonstrate the detection of two species of Listeria at an initial concentration of 2 × 102 CFU mL-1 in less than 7 hours. The surface density of bacteria at the point of positive detection was 15 ± 4 bacteria per mm2. Our approach offers great potential for the development of fast specific detection systems based on affinity monitoring.

14.
Langmuir ; 33(44): 12785-12792, 2017 11 07.
Artigo em Inglês | MEDLINE | ID: mdl-29035542

RESUMO

The detection of small molecules impacts various fields; however, their small size and low concentration are usually the cause of limitations in their detection. Thus, the need for biosensors with appropriate probes and signal amplification strategies is required. Aptamers are appropriate probes selected specifically against small targets such as adenosine. The possibility to split aptamers in parts led to original amplification strategies based on sandwich assays. By combining the self-assembling of oligonucleotide dimers with split-aptamer dangling ends and a surface plasmon resonance imaging technique, we developed an original amplification approach based on linear chain formation in the presence of the adenosine target. In this article, on the basis of sequence engineering, we analyzed its performance and the effect of the probe grafting density on the length of the chains formed at the surface of the biosensor.


Assuntos
Adenosina/química , Aptâmeros de Nucleotídeos , Técnicas Biossensoriais , Polímeros , Ressonância de Plasmônio de Superfície
15.
Langmuir ; 33(40): 10511-10516, 2017 10 10.
Artigo em Inglês | MEDLINE | ID: mdl-28899097

RESUMO

Protein surface patterning is employed in a broad spectrum of applications ranging from protein microarray analysis to 2D cell organization. However, limitations arise because of the highly sensitive nature of proteins requiring careful handling to ensure their structural and functional integrity during the grafting process. Here, we describe a patterning protocol that keeps proteins in an aqueous environment during their immobilization, avoiding the loss of their biological activity. The procedure is based on the UV-mediated removal of polyethylene glycol self-assembled monolayers in a transparent microfluidic chamber, giving access to micrometric motifs of predefined geometries. Afterward, modified proteins can be grafted on the photopatterned domains. We also studied the influence of reactive oxygen species for a better understanding of the chemical mechanism involved in this process. Finally, as a proof of concept, a protein microarray was created with this process using cell-capturing antibodies to immobilize human blood cells, confirming the functionality of the arrayed proteins.


Assuntos
Proteínas/química , Humanos , Microfluídica , Polietilenoglicóis , Análise Serial de Proteínas , Propriedades de Superfície , Água
16.
Methods Mol Biol ; 1600: 49-59, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28478556

RESUMO

Foodborne diseases are a major concern for both food industry and health organizations due to the economic costs and potential threats for human lives. For these reasons, specific regulations impose the research of pathogenic bacteria in food products. Nevertheless, current methods, references and alternatives, take up to several days and require many handling steps. In order to improve pathogen detection in food, we developed an immune-sensor, based on Surface Plasmon Resonance imaging (SPRi) and bacterial growth which allows the detection of a very low number of Listeria monocytogenes in food sample in one day. Adequate sensitivity is achieved by the deposition of several antibodies in a micro-array format allowing real-time detection. This label-free method thus reduces handling and time to result compared with current methods.


Assuntos
Microbiologia de Alimentos/métodos , Listeria/isolamento & purificação , Doenças Transmitidas por Alimentos/microbiologia , Humanos , Listeria/patogenicidade , Listeria monocytogenes/isolamento & purificação , Listeria monocytogenes/patogenicidade , Ressonância de Plasmônio de Superfície
17.
Nanoscale ; 8(38): 16947-16954, 2016 Sep 29.
Artigo em Inglês | MEDLINE | ID: mdl-27714066

RESUMO

Small molecules (MW < 1000 Da) represent a large class of biomarkers of interest. Recently, a new class of biosensors has been emerging thanks to the recognition properties of aptamers, short DNA or RNA single strands, selected against such small molecular targets. Among them, an adenosine-specific aptamer has been largely described and used due to its remarkable affinity to this small target (KD = 6 µM). In this paper, we achieved the proof-of-principle of an aptasensor based on the thermodynamic follow-up of adenosine binding with engineered split-aptamer sequences. The detection is carried out by surface plasmon resonance imaging of split-aptamer micro-arrays, while signal amplification is ensured by gold nanoparticles (AuNPs). This original approach based on DNA sequence engineering and AuNP conjugation enabled us to reach limits of detection (LOD) 200 times lower than the KD measured in solution with the native aptamer (LOD = 30 nM).

18.
Biosensors (Basel) ; 5(4): 750-67, 2015 Dec 04.
Artigo em Inglês | MEDLINE | ID: mdl-26690235

RESUMO

The identification and characterization, at the cellular level, of cytokine productions present a high interest for both fundamental research and clinical studies. However, the majority of techniques currently available (ELISA, ELISpot, flow cytometry, etc.) have several shortcomings including, notably, the assessment of several cytokines in relation to individual secreting cells and the monitoring of living cell responses for a long incubation time. In the present work, we describe a system composed of a microfluidic platform coupled with an antibody microarray chip for continuous SPR imaging and immunofluorescence analysis of cytokines (IL-2 and IFN-γ) secreted by T-Lymphocytes, specifically, and stably captured on the biochip under flow upon continued long-term on-chip culture (more than 24 h).


Assuntos
Anticorpos Imobilizados/química , Interferon gama/análise , Interleucina-2/análise , Dispositivos Lab-On-A-Chip , Ressonância de Plasmônio de Superfície/instrumentação , Linfócitos T/imunologia , Adulto , Anticorpos Imobilizados/imunologia , Sobrevivência Celular , Desenho de Equipamento , Humanos , Interferon gama/imunologia , Interleucina-2/imunologia , Análise Serial de Proteínas/instrumentação , Linfócitos T/química
19.
Anal Biochem ; 473: 66-71, 2015 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-25582304

RESUMO

Microarrays are particular biosensors with multiple grafted probes that are generally used for parallel and simultaneous detection of various targets. In this study, we used microarrays with aptamer probes in order to follow up the different biomolecular interactions of a single enzyme, the thrombin protein, involved in the complex coagulation cascade. More precisely, thanks to label-free surface plasmon resonance imaging, we were able to monitor in real time an important step in the firing of the coagulation cascade in situ-the enzymatic transformation of prothrombin into thrombin, catalyzed by factor Xa. We were also able to appraise the influence of other biochemical factors and their corresponding inhibiting or enhancing behaviors on thrombin activation. Our study opens the door for the development of a complete microarray-based platform not only for the whole coagulation cascade analysis but also for novel drug screening assays in pharmacology.


Assuntos
Aptâmeros de Nucleotídeos/metabolismo , Técnicas Biossensoriais/métodos , Análise em Microsséries/métodos , Protrombina/metabolismo , Trombina/metabolismo , Avaliação Pré-Clínica de Medicamentos , Humanos , Trombina/antagonistas & inibidores
20.
Microarrays (Basel) ; 4(1): 41-52, 2015 Feb 09.
Artigo em Inglês | MEDLINE | ID: mdl-27600212

RESUMO

The detection of small molecules by biosensors remains a challenge for diagnostics in many areas like pharmacology, environment or homeland security. The main difficulty comes from both the low molecular weight and low concentrations of most targets, which generally requires an indirect detection with an amplification or a sandwich procedure. In this study, we combine both strategies as the amplification of Surface Plasmon Resonance imaging (SPRi) signal is obtained by the use of gold nanoparticles and the sequence engineering of split-aptamers, short oligonucleotides strands with strong affinity towards small targets, allows for a sandwich structure. Combining those two strategies, we obtained state-of-the-art results in the limit of detection (LOD = 50 nM) with the model target adenosine. Furthermore, the SPRi detection led on aptamer microarrays paves the way for potential multi-target detections thanks to the multi-probe imaging approach.

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