ArticleScientific reports2024
Single-cell RNA sequencing reveals multiple immune cell subpopulations promote the formation of abnormal bone microenvironment in osteoporosis.
Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed.
- Protein acylation and bone metabolism: bidirectional crosstalk linking metabolic reprogramming to skeletal homeostasis.Journal of molecular histology · 2026Review
- Precision management of gastrointestinal tumor-associated osteoporosis driven by cutting-edge technologies: Current status, challenges, and future prospects.World journal of methodology · 2026Review
- Integrative Transcriptomic and Network Analysis of Shared Osteo-Immune Regulatory Programs in Postmenopausal Osteoporosis and Osteosarcoma Within Central Mexican Cohorts.Current issues in molecular biology · 2026Article
- Immunosenescence and Bone Homeostasis: From Mechanisms of Homeostasis Disruption to Therapeutic Opportunities in Age-Related Skeletal Disorders.International journal of molecular sciences · 2026Review
- Deciphering inter-organ communication: The multi-organ-bone axis in osteoporosis and emerging therapeutic strategies.Journal of orthopaedic translation · 2026Review
- Reduced osteogenic factors and early osteoblast senescence in SOD1(G93A) ALS mouse model.JCI insight · 2026Article
- Transcriptomics in the Study of Bone and Cartilage.Current osteoporosis reports · 2026Review
- Development and experimental validation of an osteoporosis diagnosis model based on disulfidoptosis-related genes and immune infiltration analysis.Frontiers in immunology · 2026Article
- RANKL-convergent osteoimmune network framework in osteoporosis: integrating macrophage activation, T-cell imbalance, and cytokine crosstalk.Frontiers in immunology · 2026Review
- Engineering osteoporosis-related bone organoids: a mechanism-module-functional readout framework for disease modelling and biomarker translation.Frontiers in cell and developmental biology · 2026Review
- Targeting innate immunity to modulate bone metabolism: a novel strategy for osteoporosis treatment.Frontiers in aging · 2026Review
- Biomaterial-mediated Cell Atlas: an insight from single-cell and spatial transcriptomics.Bioactive materials · 2025Review
- Multi-omics Mendelian randomization integrating RNA-seq, eQTL and pQTL data revealed CPXM1 as a potential drug target for osteoporosis.Hereditas · 2025Article
- Immunoporosis: The hidden link between aging immune cells and bone fragility.Journal of orthopaedic translation · 2025Review
- From Inflammation to Bone Loss: The Multifaceted Role of Neutrophils in Osteoporosis.International journal of inflammation · 2025Review
- Multi-omics reveals circadian regulation of bone homeostasis by gut microbiota metabolites: mechanisms and chronotherapeutic implications.Frontiers in immunology · 2025Review
- Deciphering oligomeric proanthocyanidins' dual osteoprotective mechanisms at single-cell resolution:Frontiers in immunology · 2025Article
- The Alterations in the Osteoimmune Microenvironment of STZ-Induced Type 2 Diabetic Mice:A Single-Cell RNA Sequencing Analysis.Journal of inflammation research · 2025Article
- Alternative Splicing: A Critical Regulator in Human Bone Biology and Tumor Progression.Research (Washington, D.C.) · 2025Review
- Lactylation-related geneFrontiers in immunology · 2025Article
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Authors and funding
5 authors.
Funding
Abstract
With the aging of the population, the incidence of osteoporosis (OP) is on the rise, but the ecology of immune cell subpopulations in OP is poorly understood. Therefore, identifying cell subpopulations involved in promoting the development of OP may facilitate the development of new treatments. Based on bioinformatics analysis, we constructed a single-cell landscape of the OP microenvironment and identified immune cell subpopulations in OP to further explore the role of different subpopulations in the abnormal bone microenvironment. Among macrophages (Mac), the Mac_OLR1 subpopulation has an M1-like phenotype and significantly activates cytokine and osteoclast differentiation pathways, interacting with osteoclasts via the HBEGF-CD9 axis. In neutrophils (Neut), the Neut_RSAD2 subpopulation significantly activated cytokine and osteoclast differentiation pathways and had a high neutrophil extracellular trap (NET) score, and H1FX was identified as its potential regulator. In effector memory T (Tem) cells, the Tem_CCL4 subpopulation significantly activated osteoclast differentiation and immune inflammation-related pathways and highly expressed proinflammatory molecules such as CCL4, CCL4L2, CCL5 and IFNG. In B cells, the abundance of the B_ACSM3 subpopulation was significantly increased in the OP group and the osteoclast differentiation pathway was significantly activated, and MYB was identified as its potential regulator. In summary, we identified several immune cell subpopulations that may be involved in promoting the formation of OP, further identified the transcription factors that regulate these subpopulations, and speculated that the development of OP may be accompanied by immune inflammatory responses mediated by these subpopulations. These findings provide candidate molecules and cells for future OP research and may help facilitate the development of new therapies.
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