Ruiying Chen
As seen in:
Nature,
Wiley Online Library,
arXiv,
MDPI,
Cell Press,
The Journal of Clinical Investigation
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Youthfulness of marrow Adipoq + cells maintained by Cbfβ facilitates stem cell-based bone repair
Abstract Exhaustion of skeletal stem and progenitor cells (SSPCs) drives age-related delays in fracture repair, yet the upstream regulators of SSPC maintenance are unclear. We identify that core-binding factor β (Cbfβ) in bone marrow Adipoq+ cells (BMACs) is essential for maintaining SSPC number and function. Cbfβ deletion in BMACs (CKO) leads to SSPC depletion, including periosteal populations, and impairs bicortical fracture healing in mice.
Computer Science > Computation and Language
Hierarchical Graph Retrieval-Augmented Generation (GraphRAG) organizes corpus knowledge at multiple levels of granularity, yet fixed context construction may fail to translate these multi-resolution representations into a context suited to the current query. We identify this mismatch as the representation--inference gap.
Computer Science > Computation and Language
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