» Articles » PMID: 32821836

Positive Dielectrophoresis-based Raman-activated Droplet Sorting for Culture-free and Label-free Screening of Enzyme Function in Vivo

Overview
Journal Sci Adv
Specialties Biology
Science
Date 2020 Aug 22
PMID 32821836
Citations 24
Authors
Affiliations
Soon will be listed here.
Abstract

The potential of Raman-activated cell sorting (RACS) is inherently limited by conflicting demands for signal quality and sorting throughput. Here, we present positive dielectrophoresis-based Raman-activated droplet sorting (pDEP-RADS), where a periodical pDEP force was exerted to trap fast-moving cells, followed by simultaneous microdroplet encapsulation and sorting. Screening of yeasts for triacylglycerol (TAG) content demonstrated near-theoretical-limit accuracy, ~120 cells min throughput and full-vitality preservation, while sorting fatty acid degree of unsaturation (FA-DU) featured ~82% accuracy at ~40 cells min. From a yeast library expressing algal diacylglycerol acyltransferases (DGATs), a pDEP-RADS run revealed all reported TAG-synthetic variants and distinguished FA-DUs of enzyme products. Furthermore, two previously unknown DGATs producing low levels of monounsaturated fatty acid-rich TAG were discovered. This first demonstration of RACS for enzyme discovery represents hundred-fold saving in time consumables and labor versus culture-based approaches. The ability to automatically flow-sort resonance Raman-independent phenotypes greatly expands RACS' application.

Citing Articles

Open-set deep learning-enabled single-cell Raman spectroscopy for rapid identification of airborne pathogens in real-world environments.

Zhu L, Yang Y, Xu F, Lu X, Shuai M, An Z Sci Adv. 2025; 11(2):eadp7991.

PMID: 39772685 PMC: 11708874. DOI: 10.1126/sciadv.adp7991.


High-throughput single-cell sorting by stimulated Raman-activated cell ejection.

Zhang J, Lin H, Xu J, Zhang M, Ge X, Zhang C Sci Adv. 2024; 10(50):eadn6373.

PMID: 39661682 PMC: 11633747. DOI: 10.1126/sciadv.adn6373.


Integrated Cross-Scale Manipulation and Modulable Encapsulation of Cell-Laden Hydrogel for Constructing Tissue-Mimicking Microstructures.

Zhao Y, Dong X, Li Y, Cui J, Shi Q, Huang H Research (Wash D C). 2024; 7:0414.

PMID: 39050820 PMC: 11266663. DOI: 10.34133/research.0414.


Single-cell rapid identification, in situ viability and vitality profiling, and genome-based source-tracking for probiotics products.

Zhang J, Ren L, Zhang L, Gong Y, Xu T, Wang X Imeta. 2024; 2(3):e117.

PMID: 38867931 PMC: 10989769. DOI: 10.1002/imt2.117.


Artificial intelligence-assisted automatic and index-based microbial single-cell sorting system for One-Cell-One-Tube.

Diao Z, Kan L, Zhao Y, Yang H, Song J, Wang C mLife. 2024; 1(4):448-459.

PMID: 38818483 PMC: 10989846. DOI: 10.1002/mlf2.12047.


References
1.
Zhang Q, Zhang P, Gou H, Mou C, Huang W, Yang M . Towards high-throughput microfluidic Raman-activated cell sorting. Analyst. 2015; 140(18):6163-74. DOI: 10.1039/c5an01074h. View

2.
Wang X, Ren L, Su Y, Ji Y, Liu Y, Li C . Raman-Activated Droplet Sorting (RADS) for Label-Free High-Throughput Screening of Microalgal Single-Cells. Anal Chem. 2017; 89(22):12569-12577. DOI: 10.1021/acs.analchem.7b03884. View

3.
Baret J, Miller O, Taly V, Ryckelynck M, El-Harrak A, Frenz L . Fluorescence-activated droplet sorting (FADS): efficient microfluidic cell sorting based on enzymatic activity. Lab Chip. 2009; 9(13):1850-8. DOI: 10.1039/b902504a. View

4.
Zhang Y, Gu Y, He J, Thackray B, Ye J . Ultrabright gap-enhanced Raman tags for high-speed bioimaging. Nat Commun. 2019; 10(1):3905. PMC: 6715656. DOI: 10.1038/s41467-019-11829-y. View

5.
Berry D, Mader E, Lee T, Woebken D, Wang Y, Zhu D . Tracking heavy water (D2O) incorporation for identifying and sorting active microbial cells. Proc Natl Acad Sci U S A. 2015; 112(2):E194-203. PMC: 4299247. DOI: 10.1073/pnas.1420406112. View