Ensemble multicolour FRET model enables barcoding at extreme FRET levels

Quantitative models of Förster resonance energy transfer (FRET)—pioneered by Förster—define our understanding of FRET and underpin its widespread use. However, multicolour FRET (mFRET), which arises between multiple, stochastically distributed fluorophores, lacks a mechanistic model and remains intr...

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Published inNature nanotechnology Vol. 13; no. 10; pp. 925 - 932
Main Authors Dagher, Milad, Kleinman, Michael, Ng, Andy, Juncker, David
Format Journal Article
LanguageEnglish
Published London Nature Publishing Group UK 01.10.2018
Nature Publishing Group
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Online AccessGet full text
ISSN1748-3387
1748-3395
1748-3395
DOI10.1038/s41565-018-0205-0

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Abstract Quantitative models of Förster resonance energy transfer (FRET)—pioneered by Förster—define our understanding of FRET and underpin its widespread use. However, multicolour FRET (mFRET), which arises between multiple, stochastically distributed fluorophores, lacks a mechanistic model and remains intractable. mFRET notably arises in fluorescently barcoded microparticles, resulting in a complex, non-orthogonal fluorescence response that impedes their encoding and decoding. Here, we introduce an ensemble mFRET (emFRET) model, and apply it to guide barcoding into regimes with extreme FRET. We further introduce a facile, proportional multicolour labelling method using oligonucleotides as homogeneous linkers. A total of 580 barcodes were rapidly designed and validated using four dyes—with FRET efficiencies reaching 76%—and used for multiplexed immunoassays with cytometric readout and fully automated decoding. The emFRET model helps to expand the barcoding capacity of barcoded microparticles using common organic dyes and will benefit other applications subject to stochastic mFRET. An ensemble multicolour FRET model is introduced and used to extend multicolour barcoding to extreme FRET regimes, enabling in silico design of 580 barcode responses using common dyes and cytometer optics, and permitting fully automated decoding.
AbstractList Quantitative models of Förster resonance energy transfer (FRET)-pioneered by Förster-define our understanding of FRET and underpin its widespread use. However, multicolour FRET (mFRET), which arises between multiple, stochastically distributed fluorophores, lacks a mechanistic model and remains intractable. mFRET notably arises in fluorescently barcoded microparticles, resulting in a complex, non-orthogonal fluorescence response that impedes their encoding and decoding. Here, we introduce an ensemble mFRET (emFRET) model, and apply it to guide barcoding into regimes with extreme FRET. We further introduce a facile, proportional multicolour labelling method using oligonucleotides as homogeneous linkers. A total of 580 barcodes were rapidly designed and validated using four dyes-with FRET efficiencies reaching 76%-and used for multiplexed immunoassays with cytometric readout and fully automated decoding. The emFRET model helps to expand the barcoding capacity of barcoded microparticles using common organic dyes and will benefit other applications subject to stochastic mFRET.Quantitative models of Förster resonance energy transfer (FRET)-pioneered by Förster-define our understanding of FRET and underpin its widespread use. However, multicolour FRET (mFRET), which arises between multiple, stochastically distributed fluorophores, lacks a mechanistic model and remains intractable. mFRET notably arises in fluorescently barcoded microparticles, resulting in a complex, non-orthogonal fluorescence response that impedes their encoding and decoding. Here, we introduce an ensemble mFRET (emFRET) model, and apply it to guide barcoding into regimes with extreme FRET. We further introduce a facile, proportional multicolour labelling method using oligonucleotides as homogeneous linkers. A total of 580 barcodes were rapidly designed and validated using four dyes-with FRET efficiencies reaching 76%-and used for multiplexed immunoassays with cytometric readout and fully automated decoding. The emFRET model helps to expand the barcoding capacity of barcoded microparticles using common organic dyes and will benefit other applications subject to stochastic mFRET.
Quantitative models of Förster resonance energy transfer (FRET)—pioneered by Förster—define our understanding of FRET and underpin its widespread use. However, multicolour FRET (mFRET), which arises between multiple, stochastically distributed fluorophores, lacks a mechanistic model and remains intractable. mFRET notably arises in fluorescently barcoded microparticles, resulting in a complex, non-orthogonal fluorescence response that impedes their encoding and decoding. Here, we introduce an ensemble mFRET (emFRET) model, and apply it to guide barcoding into regimes with extreme FRET. We further introduce a facile, proportional multicolour labelling method using oligonucleotides as homogeneous linkers. A total of 580 barcodes were rapidly designed and validated using four dyes—with FRET efficiencies reaching 76%—and used for multiplexed immunoassays with cytometric readout and fully automated decoding. The emFRET model helps to expand the barcoding capacity of barcoded microparticles using common organic dyes and will benefit other applications subject to stochastic mFRET.
Quantitative models of Förster resonance energy transfer (FRET)—pioneered by Förster—define our understanding of FRET and underpin its widespread use. However, multicolour FRET (mFRET), which arises between multiple, stochastically distributed fluorophores, lacks a mechanistic model and remains intractable. mFRET notably arises in fluorescently barcoded microparticles, resulting in a complex, non-orthogonal fluorescence response that impedes their encoding and decoding. Here, we introduce an ensemble mFRET (emFRET) model, and apply it to guide barcoding into regimes with extreme FRET. We further introduce a facile, proportional multicolour labelling method using oligonucleotides as homogeneous linkers. A total of 580 barcodes were rapidly designed and validated using four dyes—with FRET efficiencies reaching 76%—and used for multiplexed immunoassays with cytometric readout and fully automated decoding. The emFRET model helps to expand the barcoding capacity of barcoded microparticles using common organic dyes and will benefit other applications subject to stochastic mFRET. An ensemble multicolour FRET model is introduced and used to extend multicolour barcoding to extreme FRET regimes, enabling in silico design of 580 barcode responses using common dyes and cytometer optics, and permitting fully automated decoding.
Author Ng, Andy
Dagher, Milad
Juncker, David
Kleinman, Michael
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Snippet Quantitative models of Förster resonance energy transfer (FRET)—pioneered by Förster—define our understanding of FRET and underpin its widespread use. However,...
Quantitative models of Förster resonance energy transfer (FRET)-pioneered by Förster-define our understanding of FRET and underpin its widespread use. However,...
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SubjectTerms 631/61/350/2093
639/925/926
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639/925/930/527/2047
Bar codes
Chemical compounds
Chemistry and Materials Science
Decoding
Dyes
Energy transfer
Fluorescence
Fluorescence resonance energy transfer
Fluorophores
Immunoassays
Labeling
Letter
Materials Science
Microparticles
Nanotechnology
Nanotechnology and Microengineering
Oligonucleotides
Title Ensemble multicolour FRET model enables barcoding at extreme FRET levels
URI https://link.springer.com/article/10.1038/s41565-018-0205-0
https://www.ncbi.nlm.nih.gov/pubmed/30061659
https://www.proquest.com/docview/2116607734
https://www.proquest.com/docview/2080835874
Volume 13
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