This review summarizes recent progress in single-cell chromatin accessibility studies in bone biology, and systematically outlines chromatin-accessibility changes in skeletal development, diseases, and regeneration, and discusses cross-applications of genomics and functional research.
Abstract
Background
Bone development, homeostasis, and regeneration are governed by complex, dynamic gene regulatory programs, and these processes are disrupted in numerous skeletal diseases. The epigenetic landscape-particularly chromatin accessibility-dictates transcription factor binding and gene expression, which fundamentally shape bone cell fate and function. In recent years, single-cell chromatin accessibility technologies, most notably single-cell assay for transposase-accessible chromatin using sequencing (scATAC-seq), have revolutionized bone epigenome research and enabled single-cell resolution dissection of the skeletal system.
Aim
OF REVIEW
This review summarizes recent progress in single-cell chromatin accessibility studies in bone biology, and systematically outlines chromatin-accessibility changes in skeletal development, diseases, and regeneration. We introduce cutting-edge single-cell epigenomic mapping technologies, their bone tissue-specific adaptations, and analytical frameworks for multi-omics data integration.
KEY SCIENTIFIC CONCEPTS OF REVIEW
These approaches reveal key biological findings: the identification of bone-resident subpopulations and lineage hierarchies, dynamic enhancer landscapes during osteoblast/chondrocyte differentiation, cellular bases of diseases such as osteoporosis and osteoarthritis, and novel mechanisms of bone tumorigenesis. Moreover, we discuss cross-applications of genomics and functional research, including mapping of disease-associated regulatory elements and emerging epigenome-editing strategies. Finally, we address current challenges, outline future directions, and envision the integration of single-cell epigenomics in precision orthopedics and regenerative medicine.
Chromatin remodeling contributes to skeletal development, tissue homeostasis, and disease by regulating nucleosome positioning, chromatin accessibility, and histone modifications. Bone organoids can partially reproduce the three-dimensional human bone microenvironment and provide new in vitro models for studying skelet...
Yu-Xin Zheng, De-Feng Liu, Jun Hou et al.· Frontiers in Genetics· 0 citations
Transcriptomic technologies have revolutionized our understanding of skeletal biology by shifting research from descriptive cellular characterization to a systems-level analysis of bone homeostasis and pathology. The rapid evolution of bulk RNA sequencing (bulk RNA-seq), single-cell RNA sequencing (scRNA-seq), spatial...
Zayana Ali, A. Alqudah, Lama Soubra et al.· International Journal of Mol...· 0 citations
Tumor heterogeneity is shaped by genetic, epigenetic, microenvironmental, and stochastic factors, among which cell-state-specific regulatory programs are a major determinant. Gene regulatory networks provide a systems-level model linking transcription factors, cis-regulatory elements, and target genes. Paired single-ce...
Jin-Ying Wang, Fen-Juan Chen· Frontiers in Genetics· 0 citations
This Thematic Issue on Epigenetics in Cancer brings together leading experts to review recent conceptual and technological advances that are reshaping the field and highlights how fundamental discoveries are driving translational innovation and precision oncology.
AI agents can generate code at a scale that’s hard for humans to review line-by-line. PDD Kit helps ensure the code is doing what the developer intended by creating formal specifications and testing against them. It converts developer intent into a Verus specification, proves AI-generated code meets it for every input, and uses tests where proofs aren't practical. Developers review intent, not every line. The post Formally verifying agent-written full-stack web apps with PDD Kit appeared first o…
Microsoft Research Blog· microsoft.comOct 29, 2026
Host Sowbhagya Suresh shares some of the latest news and cutting-edge research from across Microsoft—from understanding the challenges facing coding agents to uncovering how people use AI at work and improving extended-range weather forecasting. The post Microsoft Research Focus – Edition #97 appeared first on Microsoft Research.