Evidence map›Paper›PMID 40577680›Full record

ArticleJournal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research2025

Integrative single-cell RNA-seq and ATAC-seq identifies transcriptional and epigenetic blueprint guiding osteoclastogenic trajectory.

Amitabh Das, Keita Saeki, Stefania Dell'Orso, Xiaobei Wang, Kim C Mansky, Joseph Stains, Keiko Ozato, Hong-Wen Deng, Vivek Thumbigere-Math

Abstract read
In one paragraph

Article in Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Review
  2. IRF8 deficiency causes anxiety-like behavior in a sex-dependent manner.bioRxiv : the preprint server for biology · 2025
    Article
  3. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Amitabh DasDivision of Periodontology, University of Maryland School of Dentistry, Baltimore, MD 21201, United States.
Keita SaekiMolecular Genetics of Immunity Section, Division of Developmental Biology, National Institute of Child Health and Human Development (NICHD), Bethesda, MD 20892, United States.ORCID 0000-0002-0611-176X
Stefania Dell'OrsoBiodata Mining and Discovery Section, National Institute of Arthritis and Musculoskeletal and Skin Diseases (NIAMS), Bethesda, MD 20892, United States.
Xiaobei WangDivision of Periodontology, University of Maryland School of Dentistry, Baltimore, MD 21201, United States.
Kim C ManskyDepartment of Developmental and Surgical Sciences, University of Minnesota School of Dentistry, Minneapolis, MN 55455, United States.ORCID 0000-0002-2826-5030
Joseph StainsDepartment of Orthopedics, University of Maryland School of Medicine, Baltimore, MD 21201, United States.
Keiko OzatoMolecular Genetics of Immunity Section, Division of Developmental Biology, National Institute of Child Health and Human Development (NICHD), Bethesda, MD 20892, United States.
Hong-Wen DengTulane Center for Biomedical Informatics and Genomics, Deming Department of Medicine, School of Medicine, Tulane University, New Orleans, LA 70112, United States.ORCID 0000-0002-5163-9774
Vivek Thumbigere-MathDivision of Periodontology, University of Maryland School of Dentistry, Baltimore, MD 21201, United States.ORCID 0000-0002-8279-3766

Funding

Tulane COBRE in Cardiometabolic Diseases Clinical Research CoreP20GM109036 · NIGMS · TULANE UNIVERSITY OF LOUISIANA · PI Ning Liu · 2016 to 2026
$25.3M
Trans-omics Integration of Multi-omics Studies for OsteoporosisU19AG055373 · NIA · TULANE UNIVERSITY OF LOUISIANA · PI HUI SHEN · 2017 to 2026
$24.3M
Intensive Lifestyle Intervention, Metabolomics, and Risk of Frailty Fracture in Overweight or Obese Patients with Type 2 DiabetesR01AG068232 · NIA · UNIVERSITY OF TENNESSEE HEALTH SCI CTR · PI JOHNSON, KAREN C, ZHAO, QI · 2021 to 2025
$3.1M
NIA NIH HHS R01 AG068232NIA NIH HHS U19 AG055373NIGMS NIH HHS P20 GM109036University of Maryland School of Dentistry R00DE028439University of Maryland School of Dentistry R03DE029258
6 · The paper itself

Abstract

Osteoclasts (OCs) are multinucleated bone resorbing cells essential for skeletal development and remodeling. In adulthood, OCs originate from the serial fusion of monocytes, yet the transcriptional and epigenetic mechanisms shaping their osteoclastogenic potential at a single-cell resolution remain poorly understood. Here, we present an integrative multi-omics analysis, combining single-cell (sc) RNA-seq, scATAC-seq, bulk RNA-seq, and Chromatin Immunoprecipitation (ChIP)-seq, to comprehensively define the regulatory landscape of osteoclastogenesis in WT and interferon regulatory factor 8 (IRF8) conditional KO mice. We uncovered a highly structured and sequential differentiation trajectory from hematopoietic stem and progenitor cells to common monocyte progenitors (cMoPs) to mature monocytes, with each stage exhibiting distinct transcriptional and epigenetic signatures. cMoPs and monocytes are the critical stages when OC lineage priming occurs, characterized by transcriptional and epigenetic activation of cytoskeletal, immune, and cell migration pathways. This priming is tightly regulated to prevent premature OC differentiation and IRF8 acts as a negative regulator of osteoclastogenesis by maintaining monocyte identity and restricting chromatin accessibility at osteoclastogenic loci. IRF8 deficiency disrupts this balance, leading to chromatin reprogramming characterized by increased accessibility at OC-promoting loci (Nfatc1, Cebpe) and reduced accessibility at monocyte-specific genes (Mafb, Klf4), thereby priming precursors towards pre-mature osteoclastogenesis. Just as NFATc1 is recognized as a master activator of osteoclastogenesis, our findings position IRF8 as a master negative regulator of osteoclastogenesis, maintaining the delicate balance required for proper bone homeostasis. Collectively, this study provides unprecedented resolution into the molecular mechanisms shaping OC precursor identity and offers novel insights into potential therapeutic targets for osteolytic disorders.

Indexed as

Chromatin Immunoprecipitation SequencingEpigenesis, GeneticOsteoclastsOsteogenesisRNA-SeqSingle-Cell AnalysisTranscription, GeneticAnimalsCell DifferentiationInterferon Regulatory Factor-8Interferon Regulatory FactorsKruppel-Like Factor 4MiceMice, KnockoutMonocytesSingle-Cell Gene Expression AnalysisInterferon Regulatory Factor-8Interferon Regulatory FactorsKlf4 protein, mouseKruppel-Like Factor 4ChIP-seqchromatin accessibilityIRF8monocytesosteoclastssingle-cell ATAC-seqsingle-cell RNA-seqtranscriptional regulation

Identifiers

PMID40577680
PMCPMC13010137

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.