Evidence map›Paper›PMID 33676464›Full record

ArticleBMC musculoskeletal disorders2021

Major ceRNA regulation and key metabolic signature analysis of intervertebral disc degeneration.

Shuai Cao, Jie Li, Kai Yang, Haopeng Li

Open access · goldAbstract read
In one paragraph

Article in BMC musculoskeletal disorders, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
2.3field-weighted citation impact, top 12% 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

11 citing papers in PubMed, 18 citations in OpenAlex.

  1. Review
  2. Article
  3. Review
  4. Dynamics of CD44Scientific reports · 2024
    Article
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  6. Article
  7. Article
  8. Article
  9. Investigating theOxidative medicine and cellular longevity · 2022
    Article
  10. Circ_0005918 Sponges miR-622 to Aggravate Intervertebral Disc Degeneration.Frontiers in cell and developmental biology · 2022
    Article
  11. An Oxidative Stress-Related Gene Pair (Frontiers in immunology · 2021
    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

4 authors at 1 institution in 1 country.

Shuai CaoDepartment of Orthopedics, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710004, China.
Jie LiDepartment of Orthopedics, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710004, China.
Kai YangDepartment of Orthopedics, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710004, China.
Haopeng LiDepartment of Orthopedics, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710004, China. lihaopeng3993@163.com.
Second Affiliated Hospital of Xi'an Jiaotong University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND AND

objectiveIntervertebral disc degeneration (IDD) is a complex multifactorial and irreversible pathological process. In IDD, multiple competing endogenous RNAs (ceRNA, including mRNA, lncRNA, and pseudogenes) can compete to bind with miRNAs. However, the potential metabolic signatures in nucleus pulposus (NP) cells remain poorly understood. This study investigated key metabolic genes and the ceRNA regulatory mechanisms in the pathogenesis of IDD based on microarray datasets.

methodsWe retrieved and downloaded four independent IDD microarray datasets from the Gene Expression Omnibus. Combining the predicted interactions from online databases (miRcode, miRDB, miRTarBase, and TargetScan), differentially expressed lncRNAs (DElncRNAs), miRNAs (DEmiRNAs), and mRNAs (DEmRNAs) were identified. A ceRNA network was constructed and annotated using GO and KEGG pathway enrichment analyses. Moreover, we searched the online metabolic gene set and used support vector machine (SVM) to find the critical metabolic DEmRNA(s) and other DERNAs. Differential gene expression was validated with a merged dataset.

resultsA total of 45 DEmRNAs, 36 DElncRNAs, and only one DEmiRNA (miR-338-3p) were identified in the IDD microarray datasets. GO and KEGG pathway enrichment analyses revealed that the DEmRNAs were predominantly enriched in the PI3K-Akt signaling pathway, MAPK signaling pathway, IL-17 signaling pathway, apoptosis, and cellular response to oxidative stress. Based on SVM screening, 6-phosphofructo-2-kinase/fructose-2,6-bisphosphatase (PFK/FBPase) 2 is the critical metabolic gene with lower expression in IDD, and AC063977.6 is the key lncRNA with lower expression in IDD. The ceRNA hypothesis suggests that AC063977.6, miR-338-3p (high expression), and PFKFB2 are dysregulated as an axis in IDD.

conclusionsThe results suggest that lncRNA AC063977.6 correlate with PFKFB2, the vital metabolic signature gene, via targeting miR-338-3p during IDD pathogenesis. The current study may shed light on unraveling the pathogenesis of IDD.

Indexed as

Intervertebral Disc DegenerationMicroRNAsRNA, Long NoncodingHumansPhosphatidylinositol 3-KinasesPhosphofructokinase-2RNA, MessengerMicroRNAsMIRN338 microRNA, humanPFKFB2 protein, humanPhosphatidylinositol 3-KinasesPhosphofructokinase-2RNA, Long NoncodingRNA, MessengerCompeting endogenous RNAIntervertebral disc degenerationLong noncoding RNAMetabolismMicroRNA

Identifiers

PMID33676464
PMCPMC7937257
OpenAlexW3135242763

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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.