Lineage tracing meets single-cell omics: opportunities and challenges

DE Wagner, AM Klein - Nature Reviews Genetics, 2020 - nature.com
A fundamental goal of developmental and stem cell biology is to map the developmental
history (ontogeny) of differentiated cell types. Recent advances in high-throughput single …

Developmental and functional heterogeneity of monocytes

M Guilliams, A Mildner, S Yona - Immunity, 2018 - cell.com
Novel experimental approaches such as fate-mapping and single-cell analysis have brought
fresh insight into monocyte development and function over the past decade and helped …

A human cell atlas of fetal gene expression

J Cao, DR O'day, HA Pliner, PD Kingsley, M Deng… - Science, 2020 - science.org
INTRODUCTION A reference atlas of human cell types is a major goal for the field. Here, we
set out to generate single-cell atlases of both gene expression (this study) and chromatin …

A human cell atlas of fetal chromatin accessibility

S Domcke, AJ Hill, RM Daza, J Cao, DR O'Day… - Science, 2020 - science.org
INTRODUCTION In recent years, the single-cell genomics field has made incredible
progress toward disentangling the cellular heterogeneity of human tissues. However, the …

Combined single-cell and spatial transcriptomics reveal the molecular, cellular and spatial bone marrow niche organization

C Baccin, J Al-Sabah, L Velten, PM Helbling… - Nature cell …, 2020 - nature.com
The bone marrow constitutes the primary site for life-long blood production and skeletal
regeneration. However, its cellular and spatial organization remains controversial. Here, we …

Deep generative modeling for single-cell transcriptomics

R Lopez, J Regier, MB Cole, MI Jordan, N Yosef - Nature methods, 2018 - nature.com
Single-cell transcriptome measurements can reveal unexplored biological diversity, but they
suffer from technical noise and bias that must be modeled to account for the resulting …

Scrublet: computational identification of cell doublets in single-cell transcriptomic data

SL Wolock, R Lopez, AM Klein - Cell systems, 2019 - cell.com
Single-cell RNA-sequencing has become a widely used, powerful approach for studying cell
populations. However, these methods often generate multiplet artifacts, where two or more …

A single-cell atlas of the airway epithelium reveals the CFTR-rich pulmonary ionocyte

LW Plasschaert, R Žilionis, R Choo-Wing, V Savova… - Nature, 2018 - nature.com
The functions of epithelial tissues are dictated by the types, abundance and distribution of
the differentiated cells they contain. Attempts to restore tissue function after damage require …

SEACells infers transcriptional and epigenomic cellular states from single-cell genomics data

S Persad, ZN Choo, C Dien, N Sohail, I Masilionis… - Nature …, 2023 - nature.com
Metacells are cell groupings derived from single-cell sequencing data that represent highly
granular, distinct cell states. Here we present single-cell aggregation of cell states …

Decoding human fetal liver haematopoiesis

DM Popescu, RA Botting, E Stephenson, K Green… - Nature, 2019 - nature.com
Definitive haematopoiesis in the fetal liver supports self-renewal and differentiation of
haematopoietic stem cells and multipotent progenitors (HSC/MPPs) but remains poorly …