A unified approach for high throughput analysis of real-time biomolecular interactions in surface plasmon resonance and fluorescence imaging

Abstract : The analysis of real-time biomolecular interactions (observation is performed as the biological interaction occurs) provides information on the formation of target/probe complexes, particularly on their dynamic behaviours. Namely, it allows the determination of the affinity constant, a static value that characterizes the interaction properties, using two dynamic values, the association and dissociation constants. Such dynamic behaviour can be assessed either with surface plasmon resonance (SPR) or uorescence-based biosensors. The challenging issue is the automatic extraction and analysis of the interaction signal for each spotted probe on the biosensor in a highthroughput framework (hundreds of probes). This paper addresses such issue and develops a uniffied approach for analyzing the image data provided by the above-mentioned technologies. A mathematical modelling of the image data allowed building-up a virtual biosensor able to simulate biologic experiences related to various possible parameters (level of signal and noise, presence of artefacts, surface functionalization, spotting heterogeneity). Based on such simulation, a generic and automated approach combining 3D mathematical morphology and spatio-temporal classiffication is proposed for detecting the interacting probes, segmenting the regions of effective signal, and characterizing the associated affinity constants. The developed method has been assessed both qualitatively and quantitatively on simulated and experimental datasets and showed accurate results (maximum error of 7% for the most difficult cases in terms of noise and surface functionalization).
Type de document :
Communication dans un congrès
Medical Imaging 2011: Biomedical Applications in Molecular, Structural, and Functional Imaging, Feb 2011, Lake Buena Vista, United States. pp.79651A, 2011, 〈10.1117/12.877597〉
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https://hal.archives-ouvertes.fr/hal-00624602
Contributeur : Catalin Fetita <>
Soumis le : lundi 19 septembre 2011 - 11:41:43
Dernière modification le : mardi 10 octobre 2017 - 11:22:03

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Catalin Fetita, Nicolas Francois, Françoise Prêteux, Hervé Delacroix. A unified approach for high throughput analysis of real-time biomolecular interactions in surface plasmon resonance and fluorescence imaging. Medical Imaging 2011: Biomedical Applications in Molecular, Structural, and Functional Imaging, Feb 2011, Lake Buena Vista, United States. pp.79651A, 2011, 〈10.1117/12.877597〉. 〈hal-00624602〉

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