Microfluidic droplet platform for ultrahigh-throughput single-cell screening of biodiversity
Ultrahigh-throughput screening (uHTS) techniques can identify unique functionality from millions of variants. To mimic the natural selection mechanisms that occur by compartmentalization in vivo, we developed a technique based on single-cell encapsulation in droplets of a monodisperse microfluidic double water-in-oil-in-water emulsion (MDE). Biocompatible MDE enables in-droplet cultivation of different living species. The combination of droplet-generating machinery with FACS followed by next-generation sequencing and liquid chromatography-mass spectrometry analysis of the secretomes of encapsulated organisms yielded detailed genotype/phenotype descriptions. This platform was probed with uHTS for biocatalysts anchored to yeast with enrichment close to the theoretically calculated limit and cell-to-cell interactions. MDE–FACS allowed the identification of human butyrylcholinesterase mutants that undergo self-reactivation after inhibition by the organophosphorus agent paraoxon. The versatility of the platform allowed the identification of bacteria, including slow-growing oral microbiota species that suppress the growth of a common pathogen,Staphylococcus aureus, and predicted which genera were associated with inhibitory activity.
Top-30
Journals
|
1
2
3
4
5
6
7
8
|
|
|
Lab on a Chip
8 publications, 4.04%
|
|
|
Analytical Chemistry
7 publications, 3.54%
|
|
|
Micromachines
7 publications, 3.54%
|
|
|
Scientific Reports
5 publications, 2.53%
|
|
|
Sensors and Actuators, B: Chemical
5 publications, 2.53%
|
|
|
Biosensors
4 publications, 2.02%
|
|
|
Angewandte Chemie - International Edition
4 publications, 2.02%
|
|
|
Angewandte Chemie
4 publications, 2.02%
|
|
|
The Analyst
4 publications, 2.02%
|
|
|
Biochemistry (Moscow)
3 publications, 1.52%
|
|
|
International Journal of Molecular Sciences
3 publications, 1.52%
|
|
|
Antibiotics
3 publications, 1.52%
|
|
|
Frontiers in Microbiology
3 publications, 1.52%
|
|
|
Biosensors and Bioelectronics
3 publications, 1.52%
|
|
|
Small
3 publications, 1.52%
|
|
|
Frontiers in Pharmacology
2 publications, 1.01%
|
|
|
Science advances
2 publications, 1.01%
|
|
|
Proceedings of the National Academy of Sciences of the United States of America
2 publications, 1.01%
|
|
|
Molecules
2 publications, 1.01%
|
|
|
TrAC - Trends in Analytical Chemistry
2 publications, 1.01%
|
|
|
SLAS Technology
2 publications, 1.01%
|
|
|
Current Opinion in Biotechnology
2 publications, 1.01%
|
|
|
Sensors and Actuators, A: Physical
2 publications, 1.01%
|
|
|
ChemBioChem
2 publications, 1.01%
|
|
|
ACS Synthetic Biology
2 publications, 1.01%
|
|
|
mSystems
2 publications, 1.01%
|
|
|
Methods in Enzymology
2 publications, 1.01%
|
|
|
Acta Naturae
2 publications, 1.01%
|
|
|
Pharmaceutics
1 publication, 0.51%
|
|
|
1
2
3
4
5
6
7
8
|
Publishers
|
5
10
15
20
25
30
35
40
|
|
|
Elsevier
37 publications, 18.69%
|
|
|
Wiley
28 publications, 14.14%
|
|
|
MDPI
25 publications, 12.63%
|
|
|
Springer Nature
19 publications, 9.6%
|
|
|
Royal Society of Chemistry (RSC)
19 publications, 9.6%
|
|
|
American Chemical Society (ACS)
14 publications, 7.07%
|
|
|
Cold Spring Harbor Laboratory
13 publications, 6.57%
|
|
|
Frontiers Media S.A.
7 publications, 3.54%
|
|
|
Pleiades Publishing
5 publications, 2.53%
|
|
|
Oxford University Press
4 publications, 2.02%
|
|
|
American Society for Microbiology
4 publications, 2.02%
|
|
|
American Association for the Advancement of Science (AAAS)
2 publications, 1.01%
|
|
|
Proceedings of the National Academy of Sciences (PNAS)
2 publications, 1.01%
|
|
|
Institute of Electrical and Electronics Engineers (IEEE)
2 publications, 1.01%
|
|
|
SAGE
2 publications, 1.01%
|
|
|
Acta Naturae Ltd
2 publications, 1.01%
|
|
|
AIP Publishing
1 publication, 0.51%
|
|
|
Institution of Engineering and Technology (IET)
1 publication, 0.51%
|
|
|
The Russian Academy of Sciences
1 publication, 0.51%
|
|
|
Korean Society for Biotechnology and Bioengineering
1 publication, 0.51%
|
|
|
Cambridge University Press
1 publication, 0.51%
|
|
|
Public Library of Science (PLoS)
1 publication, 0.51%
|
|
|
Hosokawa Powder Technology Foundation
1 publication, 0.51%
|
|
|
Taylor & Francis
1 publication, 0.51%
|
|
|
Institute for Medical Research and Occupational Health
1 publication, 0.51%
|
|
|
eLife Sciences Publications
1 publication, 0.51%
|
|
|
Science in China Press
1 publication, 0.51%
|
|
|
Microbiology Society
1 publication, 0.51%
|
|
|
Tsinghua University Press
1 publication, 0.51%
|
|
|
5
10
15
20
25
30
35
40
|
- We do not take into account publications without a DOI.
- Statistics recalculated weekly.