Literature DB >> 30484295

Multimodal imaging and high-throughput image-processing for drug screening on living organisms on-chip.

Daniel Migliozzi1, Matteo Cornaglia1, Laurent Mouchiroud2, Virginie Uhlmann3, Michael A Unser3, Johan Auwerx2, Martin A M Gijs1.   

Abstract

A major step for the validation of medical drugs is the screening on whole organisms, which gives the systemic information that is missing when using cellular models. Caenorhabditis elegans is a soil worm that catches the interest of researchers who study systemic physiopathology (e.g., metabolic and neurodegenerative diseases) because: (1) its large genetic homology with humans supports translational analysis; (2) worms are much easier to handle and grow in large amounts compared with rodents, for which (3) the costs and (4) the ethical concerns are substantial. Here, we demonstrate how multimodal optical imaging on such an organism can provide high-content information relevant to the drug development pipeline (e.g., mode-of-action identification, dose-response analysis), especially when combined with on-chip multiplexing capability. After designing a microfluidic array to select small separated populations of C. elegans, we combine fluorescence and bright-field imaging along with high-throughput feature recognition and signal detection to enable the identification of the mode-of-action of an antibiotic. For this purpose, we use a genetically encoded fluorescence reporter of mitochondrial stress, which we studied in living specimens during their entire development. Furthermore, we demonstrate real-time, very large field-of-view capability on multiplexed motility assays for the assessment of the dose-response relation of an anesthetic.

Entities:  

Keywords:  fluorescence microscopy; high-content screening; image segmentation; microfluidic array; multimodal imaging; physiopathology

Mesh:

Substances:

Year:  2018        PMID: 30484295      PMCID: PMC6987638          DOI: 10.1117/1.JBO.24.2.021205

Source DB:  PubMed          Journal:  J Biomed Opt        ISSN: 1083-3668            Impact factor:   3.170


  22 in total

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Review 2.  C. elegans in high-throughput drug discovery.

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7.  A design of experiment approach for efficient multi-parametric drug testing using a Caenorhabditis elegans model.

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Review 8.  Use of Caenorhabditis elegans as a model to study Alzheimer's disease and other neurodegenerative diseases.

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Journal:  Front Genet       Date:  2014-09-05       Impact factor: 4.599

9.  Automated longitudinal monitoring of in vivo protein aggregation in neurodegenerative disease C. elegans models.

Authors:  Matteo Cornaglia; Gopalan Krishnamani; Laurent Mouchiroud; Vincenzo Sorrentino; Thomas Lehnert; Johan Auwerx; Martin A M Gijs
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