TY - JOUR
T1 - Single-cell proteo-genomic reference maps of the hematopoietic system enable the purification and massive profiling of precisely defined cell states
AU - Triana, Sergio
AU - Vonficht, Dominik
AU - Jopp-Saile, Lea
AU - Raffel, Simon
AU - Lutz, Raphael
AU - Leonce, Daniel
AU - Antes, Magdalena
AU - Hernández-Malmierca, Pablo
AU - Ordoñez-Rueda, Diana
AU - Ramasz, Beáta
AU - Boch, Tobias
AU - Jann, Johann Christoph
AU - Nowak, Daniel
AU - Hofmann, Wolf Karsten
AU - Müller-Tidow, Carsten
AU - Hübschmann, Daniel
AU - Alexandrov, Theodore
AU - Benes, Vladimir
AU - Trumpp, Andreas
AU - Paulsen, Malte
AU - Velten, Lars
AU - Haas, Simon
N1 - Publisher Copyright:
© 2021, The Author(s).
PY - 2021
Y1 - 2021
N2 - Single-cell genomics technology has transformed our understanding of complex cellular systems. However, excessive cost and a lack of strategies for the purification of newly identified cell types impede their functional characterization and large-scale profiling. Here, we have generated high-content single-cell proteo-genomic reference maps of human blood and bone marrow that quantitatively link the expression of up to 197 surface markers to cellular identities and biological processes across all main hematopoietic cell types in healthy aging and leukemia. These reference maps enable the automatic design of cost-effective high-throughput cytometry schemes that outperform state-of-the-art approaches, accurately reflect complex topologies of cellular systems and permit the purification of precisely defined cell states. The systematic integration of cytometry and proteo-genomic data enables the functional capacities of precisely mapped cell states to be measured at the single-cell level. Our study serves as an accessible resource and paves the way for a data-driven era in cytometry.
AB - Single-cell genomics technology has transformed our understanding of complex cellular systems. However, excessive cost and a lack of strategies for the purification of newly identified cell types impede their functional characterization and large-scale profiling. Here, we have generated high-content single-cell proteo-genomic reference maps of human blood and bone marrow that quantitatively link the expression of up to 197 surface markers to cellular identities and biological processes across all main hematopoietic cell types in healthy aging and leukemia. These reference maps enable the automatic design of cost-effective high-throughput cytometry schemes that outperform state-of-the-art approaches, accurately reflect complex topologies of cellular systems and permit the purification of precisely defined cell states. The systematic integration of cytometry and proteo-genomic data enables the functional capacities of precisely mapped cell states to be measured at the single-cell level. Our study serves as an accessible resource and paves the way for a data-driven era in cytometry.
U2 - 10.1038/s41590-021-01059-0
DO - 10.1038/s41590-021-01059-0
M3 - Journal article
C2 - 34811546
AN - SCOPUS:85119681154
SN - 1529-2908
VL - 22
SP - 1577
EP - 1615
JO - Nature Immunology
JF - Nature Immunology
IS - 12
ER -