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

类有机物 人口 干细胞 生物 单细胞分析 微流控 细胞 地穴 细胞生物学 小肠 电池类型 计算生物学 遗传学 纳米技术 生物化学 内分泌学 社会学 人口学 材料科学
作者
Johannes Bues,Marjan Biočanin,Joern Pezoldt,Riccardo Dainese,Antonius Chrisnandy,Saba Rezakhani,Wouter Saelens,Vincent Gardeux,Revant Gupta,Olaia Naveiras,Julie Russeil,Yvan Saeys,Esther Amstad,Manfred Claassen,Matthias P. Lütolf,Bart Deplancke
出处
期刊:Nature Methods [Springer Nature]
卷期号:19 (3): 323-330 被引量:35
标识
DOI:10.1038/s41592-021-01391-1
摘要

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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