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research article

Deterministic scRNA-seq captures variation in intestinal crypt and organoid composition

Bues, Johannes  
•
Biocanin, Marjan  
•
Pezoldt, Joern  
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February 14, 2022
Nature Methods

DisCo is a deterministic droplet microfluidics tool for single-cell analysis on low cell input samples, which is demonstrated to profile individual intestinal organoids and in vivo-derived small tissues.

Single-cell RNA sequencing (scRNA-seq) approaches have transformed our ability to resolve cellular properties across systems, but are currently tailored toward large cell inputs (>1,000 cells). This renders them inefficient and costly when processing small, individual tissue samples, a problem that tends to be resolved by loading bulk samples, yielding confounded mosaic cell population read-outs. Here, we developed a deterministic, mRNA-capture bead and cell co-encapsulation dropleting system, DisCo, aimed at processing low-input samples (<500 cells). We demonstrate that DisCo enables precise particle and cell positioning and droplet sorting control through combined machine-vision and multilayer microfluidics, enabling continuous processing of low-input single-cell suspensions at high capture efficiency (>70%) and at speeds up to 350 cells per hour. To underscore DisCo's unique capabilities, we analyzed 31 individual intestinal organoids at varying developmental stages. This revealed extensive organoid heterogeneity, identifying distinct subtypes including a regenerative fetal-like Ly6a(+) stem cell population that persists as symmetrical cysts, or spheroids, even under differentiation conditions, and an uncharacterized 'gobloid' subtype consisting predominantly of precursor and mature (Muc2(+)) goblet cells. To complement this dataset and to demonstrate DisCo's capacity to process low-input, in vivo-derived tissues, we also analyzed individual mouse intestinal crypts. This revealed the existence of crypts with a compositional similarity to spheroids, which consisted predominantly of regenerative stem cells, suggesting the existence of regenerating crypts in the homeostatic intestine. These findings demonstrate the unique power of DisCo in providing high-resolution snapshots of cellular heterogeneity in small, individual tissues.

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Type
research article
DOI
10.1038/s41592-021-01391-1
Web of Science ID

WOS:000756284400001

Author(s)
Bues, Johannes  
Biocanin, Marjan  
Pezoldt, Joern  
Dainese, Riccardo  
Chrisnandy, Antonius  
Rezakhani, Saba  
Saelens, Wouter  
Gardeux, Vincent  
Gupta, Revant
Sarkis, Rita  
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Date Issued

2022-02-14

Publisher

NATURE PORTFOLIO

Published in
Nature Methods
Volume

19

Start page

323

End page

330

Subjects

Biochemical Research Methods

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Biochemistry & Molecular Biology

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rna-seq

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single cells

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
SMAL  
UPDEPLA  
Available on Infoscience
March 14, 2022
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/186390
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