Evidence map›Paper›PMID 37228705›Full record

ArticleFrontiers in cellular neuroscience2023

The pathogenesis of DLD-mediated cuproptosis induced spinal cord injury and its regulation on immune microenvironment.

Chaochen Li, Chunshuai Wu, Chunyan Ji, Guanhua Xu, Jiajia Chen, Jinlong Zhang, Hongxiang Hong, Yang Liu, Zhiming Cui

Open access · goldAbstract read
In one paragraph

Article in Frontiers in cellular neuroscience, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
4.3field-weighted citation impact, top 6% 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

15 citing papers in PubMed, 17 citations in OpenAlex.

  1. Review
  2. Article
  3. Review
  4. Identification and Validation of DLD as a Cuproptosis-Associated Biomarker in Preeclampsia.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2026
    Article
  5. Article
  6. Review
  7. Review
  8. Review
  9. Review
  10. Review
  11. Article
  12. Article
  13. Cuproptosis and its potential role in musculoskeletal disease.Frontiers in cell and developmental biology · 2025
    Review
  14. Review
  15. 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

9 authors at 3 institutions in 1 country.

Chaochen Li *The Affiliated Hospital 2 of Nantong University, Nantong University, The First People's Hospital of Nantong, Nantong, China.
Chunshuai Wu *The Affiliated Hospital 2 of Nantong University, Nantong University, The First People's Hospital of Nantong, Nantong, China.
Chunyan Ji *The Affiliated Hospital 2 of Nantong University, Nantong University, The First People's Hospital of Nantong, Nantong, China.
Guanhua XuThe Affiliated Hospital 2 of Nantong University, Nantong University, The First People's Hospital of Nantong, Nantong, China.
Jiajia ChenThe Affiliated Hospital 2 of Nantong University, Nantong University, The First People's Hospital of Nantong, Nantong, China.
Jinlong ZhangThe Affiliated Hospital 2 of Nantong University, Nantong University, The First People's Hospital of Nantong, Nantong, China.
Hongxiang HongThe Affiliated Hospital 2 of Nantong University, Nantong University, The First People's Hospital of Nantong, Nantong, China.
Yang LiuThe Affiliated Hospital 2 of Nantong University, Nantong University, The First People's Hospital of Nantong, Nantong, China.
Zhiming CuiThe Affiliated Hospital 2 of Nantong University, Nantong University, The First People's Hospital of Nantong, Nantong, China.
Second Affiliated Hospital of Nantong UniversityAffiliated Hospital of Nantong University · CNNantong University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Spinal cord injury (SCI) is a severe central nervous system injury that leads to significant sensory and motor impairment. Copper, an essential trace element in the human body, plays a vital role in various biological functions and is strictly regulated by copper chaperones and transporters. Cuproptosis, a novel type of metal ion-induced cell death, is distinct from iron deprivation. Copper deprivation is closely associated with mitochondrial metabolism and mediated by protein fatty acid acylation. Methods: In this study, we investigated the effects of cuproptosis-related genes (CRGs) on disease progression and the immune microenvironment in acute spinal cord injury (ASCI) patients. We obtained the gene expression profiles of peripheral blood leukocytes from ASCI patients using the Gene Expression Omnibus (GEO) database. We performed differential gene analysis, constructed protein-protein interaction networks, conducted weighted gene co-expression network analysis (WGCNA), and built a risk model. Results: Our analysis revealed that dihydrolipoamide dehydrogenase (DLD), a regulator of copper toxicity, was significantly associated with ASCI, and DLD expression was significantly upregulated after ASCI. Furthermore, gene ontology (GO) enrichment analysis and gene set variation analysis (GSVA) showed abnormal activation of metabolism-related processes. Immune infiltration analysis indicated a significant decrease in T cell numbers in ASCI patients, while M2 macrophage numbers were significantly increased and positively correlated with DLD expression. Discussion: In summary, our study demonstrated that DLD affects the ASCI immune microenvironment by promoting copper toxicity, leading to increased peripheral M2 macrophage polarization and systemic immunosuppression. Thus, DLD has potential as a promising biomarker for ASCI, providing a foundation for future clinical interventions.

Indexed as

cuproptosisDLDimmune microenvironmentmachine learningspinal cord injury (SCI)

Identifiers

PMID37228705
PMCPMC10203164
OpenAlexW4378348232

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.