Evidence map›Paper›PMID 42051458›Full record

ArticleFrontiers in endocrinology2026

ECM remodeling features in reparative chondrocytes during knee osteoarthritis.

Fei Li, Zhenfeng Zhang, Jiafeng Peng, Hongxing Zhang, Yingzong Xiong, Zhiwen Zheng, Ran Xu, Jiahao Ruan, Qiqi Yang, Zhenggang Lu and 4 more

Abstract read
In one paragraph

Article in Frontiers in endocrinology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

14 authors.

Fei Li *The Second Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, China.
Zhenfeng Zhang *The Second Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, China.
Jiafeng Peng *The Second Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, China.
Hongxing ZhangThe Second Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, China.
Yingzong XiongThe Second Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, China.
Zhiwen ZhengThe Second Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, China.
Ran XuChangsha Medical University, Changsha, China.
Jiahao RuanDepartment of Spine Surgery, Anhui Provincial Hospital, Hefei, China.
Qiqi YangThe Second Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, China.
Zhenggang LuThe Second Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, China.
Xingfu MaThe Second Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, China.
Chao WangThe Second Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, China.
Bin DaiGraduate School, Anhui University of Traditional Chinese Medicine, Hefei, China.
Junchen ZhuThe Second Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Knee osteoarthritis (KOA) is characterized by progressive cartilage degeneration and disruption of extracellular matrix (ECM) homeostasis. Chondrocytes are not a homogeneous or static population during disease progression but exhibit pronounced functional heterogeneity. Although single-cell transcriptomic studies have identified multiple chondrocyte states in osteoarthritic cartilage, how these states dynamically relate to ECM remodeling and disease progression remains incompletely understood. Methods: We integrated multiple publicly available single-cell RNA sequencing datasets of human knee cartilage to construct a unified cellular atlas and systematically compared chondrocyte states between control and KOA samples. Differential expression analysis, functional enrichment, pseudotime trajectory inference, and cell-cell communication analysis were applied to characterize ECM-related chondrocyte states and their dynamic transitions. Key signaling cues identified from single-cell analyses were further evaluated using Results: We observed a marked expansion of the previously described reparative chondrocyte population (RepC) in KOA cartilage. Rather than reflecting a simple increase in cell proportion, KOA-associated RepC exhibited enhanced ECM remodeling programs characterized by collagen reorganization and strengthened ECM-cell interactions. Pseudotime analysis positioned RepC downstream of proliferation chondrocytes and near a major branching region toward either regulator chondrocytes with further extension toward fibrocartilage chondrocytes or effector chondrocytes. In KOA, RepC was preferentially represented at mid-to-late pseudotime stages within the reconstructed trajectory framework. Cell-cell communication analysis suggested that RepC showed prominent inferred ECM-related interactions, particularly involving collagen and FN1-integrin pathways. Consistently, FN1 or TGF-β1 stimulation Conclusion: These findings highlight ECM remodeling features of reparative chondrocytes during KOA and support a state-centric view in which disproportionate representation of reparative states within the pseudotime trajectory framework is associated with maladaptive ECM remodeling in KOA.

Indexed as

Cartilage, ArticularChondrocytesExtracellular MatrixOsteoarthritis, KneeCells, CulturedHumansextracellular matrix remodelingknee osteoarthritispseudotime trajectoryreparative chondrocytessingle-cell RNA sequencing

Identifiers

PMID42051458
PMCPMC13111078

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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.