Evidence map›Paper›PMID 34028626›Full record

ArticleAngiogenesis2021

Characterization of the heterogeneity of endothelial cells in bleomycin-induced lung fibrosis using single-cell RNA sequencing.

Xiucheng Liu, Xichun Qin, Hao Qin, Caili Jia, Yanliang Yuan, Teng Sun, Bi Chen, Chang Chen, Hao Zhang

Open access · hybridAbstract read
In one paragraph

Article in Angiogenesis, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers.

0numbers the graph read from it
0cells of the map it votes in
38citing papers in PubMed
7.9field-weighted citation impact, top 2% of its field
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

38 citing papers in PubMed, 70 citations in OpenAlex.

  1. Article
  2. Staphylococcus aureus-vascular endothelium interactions: Mechanisms and therapeutic opportunities.European journal of clinical microbiology & infectious diseases : official publication of the European Society of Clinical Microbiology · 2026
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  3. Review
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  8. Article
  9. Review
  10. Article
  11. Article
  12. CXCR1 Depletion in Ly6CAdvanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Article
  13. Article
  14. Article
  15. Review
  16. Pulmonary fibrosis: from mechanisms to therapies.Journal of translational medicine · 2025
    Review
  17. Review
  18. Single-cell RNA sequencing: new insights for pulmonary endothelial cells.Frontiers in cell and developmental biology · 2025
    Review
  19. Review
  20. 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 at 2 institutions in 1 country.

Xiucheng LiuThoracic Surgery Laboratory, the First College of Clinical Medicine, Xuzhou Medical University, Xuzhou, 221006, Jiangsu, China.
Xichun QinDepartment of Thoracic Surgery, Affifiliated Hospital of Xuzhou Medical University, 99 West Huaihai Road, Xuzhou, 221006, Jiangsu, China.
Hao QinDepartment of Thoracic Surgery, Affifiliated Hospital of Xuzhou Medical University, 99 West Huaihai Road, Xuzhou, 221006, Jiangsu, China.
Caili JiaDepartment of Thoracic Surgery, Affifiliated Hospital of Xuzhou Medical University, 99 West Huaihai Road, Xuzhou, 221006, Jiangsu, China.
Yanliang YuanDepartment of Thoracic Surgery, Affifiliated Hospital of Xuzhou Medical University, 99 West Huaihai Road, Xuzhou, 221006, Jiangsu, China.
Teng SunDepartment of Thoracic Surgery, Affifiliated Hospital of Xuzhou Medical University, 99 West Huaihai Road, Xuzhou, 221006, Jiangsu, China.
Bi ChenDepartment of Respiratory and Critical Care Medicine, Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221000, China.
Chang ChenDepartment of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China.
Hao ZhangThoracic Surgery Laboratory, the First College of Clinical Medicine, Xuzhou Medical University, Xuzhou, 221006, Jiangsu, China. zhanghao@xzhmu.edu.cn.
Xuzhou Medical College · CNTongji University · CN

Funding

the National Natural Science Foundation of China 81870235
6 · The paper itself

Abstract

The loss of normal alveolar capillary and deregulated angiogenesis occurs simultaneously in idiopathic pulmonary fibrosis (IPF); however the contributions of specific endothelial subpopulations in the development of pulmonary fibrosis are poorly understood. Herein, we perform single-cell RNA sequencing to characterize the heterogeneity of endothelial cells (ECs) in bleomycin (BLM)-induced lung fibrosis in rats. One subpopulation, characterized by the expression of Nos3 and Cav1, is mostly distributed in non-fibrotic lungs and also highly expresses genes related to the "response to mechanical stimulus" and "lung/heart morphogenesis" processes. Another subpopulation of ECs expanded in BLM-treated lungs, characterized by Cxcl12, is observed to be closely related to the pro-fibrotic process in the transcriptome data, such as "regulation of angiogenesis," "collagen binding," and "chemokine activity," and spatially localized to BLM-induced neovascularization. Using CellPhoneDB software, we generated a complex cell-cell interaction network, which predicts the potential roles of EC subpopulations in recruiting monocytes, inducing the proliferation of fibroblasts and promoting the production and remolding of the extracellular matrix (ECM). Taken together, our data demonstrate the high degree of heterogeneity of ECs in fibrotic lung and it is proposed that the interaction between ECs, macrophages, and stromal cells contributes to pathologic IPF.

Indexed as

BleomycinIdiopathic Pulmonary FibrosisAnimalsEndothelial CellsFibroblastsLungMiceMice, Inbred C57BLRatsSequence Analysis, RNABleomycinCell–cell interactionEndothelial cellsExtracellular matrixIdiopathic pulmonary fibrosis

Identifiers

PMID34028626
PMCPMC8487874
OpenAlexW3164344562

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.