Evidence map›Paper›PMID 36211401›Full record

ArticleFrontiers in immunology2022

A novel cuproptosis-related subtypes and gene signature associates with immunophenotype and predicts prognosis accurately in neuroblastoma.

Xiao-Mao Tian, Bin Xiang, Yi-Hang Yu, Qi Li, Zhao-Xia Zhang, Chenghao Zhanghuang, Li-Ming Jin, Jin-Kui Wang, Tao Mi, Mei-Lin Chen and 2 more

Open access · goldAbstract read
In one paragraph

Article in Frontiers in immunology, 2022. 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
1.7field-weighted citation impact, top 14% 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, 14 citations in OpenAlex.

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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

12 authors at 3 institutions in 1 country.

Xiao-Mao TianDepartment of Urology, Children's Hospital of Chongqing Medical University, Chongqing, China.
Bin XiangDepartment of Urology, Children's Hospital of Chongqing Medical University, Chongqing, China.
Yi-Hang YuDepartment of Urology, Children's Hospital of Chongqing Medical University, Chongqing, China.
Qi LiDepartment of Urology, Children's Hospital of Chongqing Medical University, Chongqing, China.
Zhao-Xia ZhangDepartment of Urology, Children's Hospital of Chongqing Medical University, Chongqing, China.
Chenghao ZhanghuangMinistry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, National Clinical Research Center for Child Health and Disorders, China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.
Li-Ming JinDepartment of Urology, Children's Hospital of Chongqing Medical University, Chongqing, China.
Jin-Kui WangDepartment of Urology, Children's Hospital of Chongqing Medical University, Chongqing, China.
Tao MiDepartment of Urology, Children's Hospital of Chongqing Medical University, Chongqing, China.
Mei-Lin ChenDepartment of Urology, Children's Hospital of Chongqing Medical University, Chongqing, China.
Feng LiuDepartment of Urology, Children's Hospital of Chongqing Medical University, Chongqing, China.
Guang-Hui WeiDepartment of Urology, Children's Hospital of Chongqing Medical University, Chongqing, China.
Children's Hospital of Chongqing Medical University · CNChongqing Medical University · CNChina International Science and Technology Cooperation · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Neuroblastoma (NB) is the most frequent solid tumor in pediatrics, which accounts for roughly 15% of cancer-related mortality in children. NB exhibited genetic, morphologic, and clinical heterogeneity, which limited the efficacy of available therapeutic approaches. Recently, a new term 'cuproptosis' has been used to denote a unique biological process triggered by the action of copper. In this instance, selectively inducing copper death is likely to successfully overcome the limitations of conventional anticancer drugs. However, there is still a gap regarding the role of cuproptosis in cancer, especially in pediatric neuroblastoma. Methods: We characterized the specific expression of cuproptosis-related genes (CRGs) in NB samples based on publicly available mRNA expression profile data. Consensus clustering and Lasso-Cox regression analysis were applied for CRGs in three independent cohorts. ESTIMATE and Xcell algorithm was utilized to visualize TME score and immune cell subpopulations' relative abundances. Tumor Immune Dysfunction and Exclusion (TIDE) score was used to predict tumor response to immune checkpoint inhibitors. To decipher the underlying mechanism, GSVA was applied to explore enriched pathways associated with cuproptosis signature and Connectivity map (CMap) analysis for drug exploration. Finally, qPCR verified the expression levels of risk-genes in NB cell lines. In addition, PDHA1 was screened and further validated by immunofluorescence in human clinical samples and loss-of-function assays. Results: We initially classified NB patients according to CRGs and identified two cuproptosis-related subtypes that were associated with prognosis and immunophenotype. After this, a cuproptosis-related prognostic model was constructed and validated by LASSO regression in three independent cohorts. This model can accurately predict prognosis, immune infiltration, and immunotherapy responses. These genes also showed differential expression in various characteristic groups of all three datasets and NB cell lines. Loss-of-function experiments indicated that PDHA1 silencing significantly suppressed the proliferation, migration, and invasion, in turn, promoted cell cycle arrest at the S phase and apoptosis of NB cells. Conclusions: Taken together, this study may shed light on new research areas for NB patients from the cuproptosis perspective.

Indexed as

ApoptosisImmune Checkpoint InhibitorsNeuroblastomaChildCopperHumansPrognosisRNA, MessengerCopperImmune Checkpoint InhibitorsRNA, Messengercuproptosisimmunotherapyneuroblastomaprognosistumor immune microenvironment

Identifiers

PMID36211401
PMCPMC9540510
OpenAlexW4297013059

What Socratic holds

Textmetadata
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 Socratic graph.