Evidence map›Paper›PMID 40165317›Full record

ArticleBiology direct2025

Exploring the mechanisms of PANoptosis in osteoarthritis and the therapeutic potential of andrographolide through bioinformatics and single-cell analysis.

Daqian Zhou, Yingjin Luo, Fengjiang Li, Tao Liu, Yongliang Mei, Feilong Li, Xianghan Hou, Zhijiang Fu, Zongchao Liu

Abstract read
In one paragraph

Article in Biology direct, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Programmed cell death in osteoarthritis.Apoptosis : an international journal on programmed cell death · 2026
    Review
  6. Article
  7. Review
  8. 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.

Daqian Zhou *Department of Orthopedics, The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, 646000, Sichuan Province, China.
Yingjin Luo *Department of Orthopedics, The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, 646000, Sichuan Province, China.
Fengjiang LiDepartment of Orthopedics, The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, 646000, Sichuan Province, China.
Tao LiuDepartment of Orthopedics, The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, 646000, Sichuan Province, China.
Yongliang MeiDepartment of Orthopedics, The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, 646000, Sichuan Province, China.
Feilong LiDepartment of Orthopedics, The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, 646000, Sichuan Province, China.
Xianghan HouDepartment of Orthopedics, The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, 646000, Sichuan Province, China.
Zhijiang FuDepartment of Orthopedics, The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, 646000, Sichuan Province, China. zhijiangfu@163.com.
Zongchao LiuDepartment of Orthopedics, The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, 646000, Sichuan Province, China. lzcxnykdx@swmu.edu.cn.

Funding

Luzhou city science and technology innovation seedling cultivation plan 2022-RCM-178Luzhou city science and technology research and development projects 2022-SYF-42Luzhou Municipal People's Government-Southwest Medical University science and technology strategic cooperation climbing project 2021LZXNYD-D02Sichuan Provincial Science and Technology Plan Joint Innovation Special Project 2022YFS0609-B3the Sichuan Science and Technology Department Project Development Project 2022YFS0391
6 · The paper itself

Abstract

backgroundOsteoarthritis (OA) is a degenerative joint disease marked by the breakdown of cartilage, where apoptosis plays a key role. Although apoptosis-related genes in OA have been studied, a detailed analysis of PANoptosis-related genes and the search for therapeutic drugs remains limited.

methodsWe performed a bioinformatics analysis combined with single-cell RNA sequencing to examine PANoptosis-related gene expression in OA cartilage. Key PANoptosis genes and critical cell populations involved in OA progression were identified. Drug prediction led to the selection of Andrographolide (AG), whose effects were validated through molecular docking, Western blotting, and qRT-PCR in chondrocyte models.

resultsSeveral PANoptosis-related genes, including CASP8, TLR3, CASP1, and IL18, were significantly differentially expressed in OA. These genes are linked to processes such as apoptosis, pyroptosis, and the inflammasome complex. Pathway analysis revealed necroptosis, Toll-like receptor, and apoptosis signaling pathways as important in OA pathology. Single-cell analysis identified HomC, EC, and preHTC as key cell populations. AG was predicted to regulate PANoptosis genes, which was confirmed experimentally, demonstrating AG's potential to modulate key genes involved in cartilage degeneration.

conclusionThis study highlights PANoptosis-related genes in OA and identifies Andrographolide as a promising therapeutic drug, offering new insights into OA treatment strategies.

Indexed as

ApoptosisDiterpenesOsteoarthritisChondrocytesComputational BiologyHumansSingle-Cell AnalysisandrographolideDiterpenesOsteoarthritisPANoptosisSingle-cell sequencing

Identifiers

PMID40165317
PMCPMC11956211

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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.