Multi-omics integration in the age of million single-cell data

Z Miao, BD Humphreys, AP McMahon… - Nature Reviews …, 2021 - nature.com
An explosion in single-cell technologies has revealed a previously underappreciated
heterogeneity of cell types and novel cell-state associations with sex, disease, development …

[HTML][HTML] Hematopoietic stem cell metabolism during development and aging

A Nakamura-Ishizu, K Ito, T Suda - Developmental cell, 2020 - cell.com
Cellular metabolism in hematopoietic stem cells (HSCs) is an area of intense research
interest, but the metabolic requirements of HSCs and their adaptations to their niches during …

Mapping human haematopoietic stem cells from haemogenic endothelium to birth

V Calvanese, S Capellera-Garcia, F Ma, I Fares… - Nature, 2022 - nature.com
The ontogeny of human haematopoietic stem cells (HSCs) is poorly defined owing to the
inability to identify HSCs as they emerge and mature at different haematopoietic sites. Here …

Lifelong multilineage contribution by embryonic-born blood progenitors

SH Patel, C Christodoulou, C Weinreb, Q Yu… - Nature, 2022 - nature.com
Haematopoietic stem cells (HSCs) arise in the embryo from the arterial endothelium through
a process known as the endothelial-to-haematopoietic transition (EHT),,–. This process …

Single cell regulatory landscape of the mouse kidney highlights cellular differentiation programs and disease targets

Z Miao, MS Balzer, Z Ma, H Liu, J Wu… - Nature …, 2021 - nature.com
Determining the epigenetic program that generates unique cell types in the kidney is critical
for understanding cell-type heterogeneity during tissue homeostasis and injury response …

Integrative bulk and single-cell profiling of premanufacture T-cell populations reveals factors mediating long-term persistence of CAR T-cell therapy

GM Chen, C Chen, RK Das, P Gao, CH Chen… - Cancer Discovery, 2021 - AACR
The adoptive transfer of chimeric antigen receptor (CAR) T cells represents a breakthrough
in clinical oncology, yet both between-and within-patient differences in autologously derived …

[HTML][HTML] Mapping transcriptomic vector fields of single cells

X Qiu, Y Zhang, JD Martin-Rufino, C Weng… - Cell, 2022 - cell.com
Summary Single-cell (sc) RNA-seq, together with RNA velocity and metabolic labeling,
reveals cellular states and transitions at unprecedented resolution. Fully exploiting these …

Haematopoietic stem and progenitor cell heterogeneity is inherited from the embryonic endothelium

JJ Ghersi, G Baldissera, J Hintzen, SA Luff… - Nature Cell …, 2023 - nature.com
Definitive haematopoietic stem and progenitor cells (HSPCs) generate erythroid, lymphoid
and myeloid lineages. HSPCs are produced in the embryo via transdifferentiation of …

[HTML][HTML] Multipotent progenitors and hematopoietic stem cells arise independently from hemogenic endothelium in the mouse embryo

T Dignum, B Varnum-Finney, SR Srivatsan, S Dozono… - Cell reports, 2021 - cell.com
During embryogenesis, waves of hematopoietic progenitors develop from hemogenic
endothelium (HE) prior to the emergence of self-renewing hematopoietic stem cells (HSCs) …

scDART: integrating unmatched scRNA-seq and scATAC-seq data and learning cross-modality relationship simultaneously

Z Zhang, C Yang, X Zhang - Genome biology, 2022 - Springer
It is a challenging task to integrate scRNA-seq and scATAC-seq data obtained from different
batches. Existing methods tend to use a pre-defined gene activity matrix to convert the …