Multi-Omics Analysis in Developmental Bone Biology

Authors

Yuki Matsushita
Azumi Noguchi
Wanida Ono
Noriaki Ono

Publication Date

12-1-2023

Journal

Japanese Dental Science Review

Abstract

Single-cell omics and multi-omics have revolutionized our understanding of molecular and cellular biological processes at a single-cell level. In bone biology, the combination of single-cell RNA-sequencing analyses and in vivo lineage-tracing approaches has successfully identified multi-cellular diversity and dynamics of skeletal cells. This established a new concept that bone growth and regeneration are regulated by concerted actions of multiple types of skeletal stem cells, which reside in spatiotemporally distinct niches. One important subtype is endosteal stem cells that are particularly abundant in young bone marrow. The discovery of this new skeletal stem cell type has been facilitated by single-cell multi-omics, which simultaneously measures gene expression and chromatin accessibility. Using single-cell omics, it is now possible to computationally predict the immediate future state of individual cells and their differentiation potential. In vivo validation using histological approaches is the key to interpret the computational prediction. The emerging spatial omics, such as spatial transcriptomics and epigenomics, have major advantage in retaining the location of individual cells within highly complex tissue architecture. Spatial omics can be integrated with other omics to further obtain in-depth insights. Single-cell multi-omics are now becoming an essential tool to unravel intricate multicellular dynamics and intercellular interactions of skeletal cells.

Keywords

Single-cell RNA-sequencing (scRNA-seq), Single-nuclei ATAC-sequencing (snATAC-seq), Multi-omics, Bone marrow stromal cells (BMSCs), Skeletal stem cells (SSCs), In vivo lineage-tracing

Comments

PMID: 38022387