Evidence map›Paper›PMID 39604551›Full record

ArticleScientific reports2024

Single-cell RNA sequencing reveals multiple immune cell subpopulations promote the formation of abnormal bone microenvironment in osteoporosis.

Weiwei Yang, Yulin Wang, Ke Mo, Wenyang Chen, Xiangtao Xie

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
20citing 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

20 citing papers in PubMed.

  1. Review
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  3. Article
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  6. Article
  7. Transcriptomics in the Study of Bone and Cartilage.Current osteoporosis reports · 2026
    Review
  8. Article
  9. Review
  10. Review
  11. Review
  12. Review
  13. Article
  14. Review
  15. Review
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  17. Article
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  19. Review
  20. Lactylation-related geneFrontiers in immunology · 2025
    Article
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

5 authors.

Weiwei Yang *Department of Gynecology, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, 545005, Guangxi, People's Republic of China.
Yulin Wang *Department of Orthopedics, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, 545005, Guangxi, People's Republic of China.
Ke MoClinical Research Center, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, People's Republic of China.
Wenyang ChenDepartment of Orthopedics, Liuzhou People's Hospital, Liuzhou, 545006, Guangxi, People's Republic of China. chenwenyang295@163.com.
Xiangtao XieDepartment of Orthopedics, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, 545005, Guangxi, People's Republic of China. xiexiangtao813@163.com.

Funding

the Scientific Research Project of Guangxi Health Commission Z2019016 and GZZC2019200
6 · The paper itself

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.

Indexed as

OsteoclastsOsteoporosisSingle-Cell AnalysisB-LymphocytesBone and BonesCell DifferentiationCellular MicroenvironmentFemaleHumansMacrophagesNeutrophilsSequence Analysis, RNAAbnormal bone microenvironmentCell communicationImmune cellsOsteoporosisSingle-cell sequencing

Identifiers

PMID39604551
PMCPMC11603148

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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.