Evidence map›Paper›PMID 34556815›Full record

ArticleOncogene2021

Growth factor signaling predicts therapy resistance mechanisms and defines neuroblastoma subtypes.

Timofey Lebedev, Elmira Vagapova, Pavel Spirin, Petr Rubtsov, Olga Astashkova, Alesya Mikheeva, Maxim Sorokin, Uliana Vladimirova, Maria Suntsova, Dmitry Konovalov and 4 more

Open access · hybridAbstract read
In one paragraph

Article in Oncogene, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed
2.8field-weighted citation impact, top 7% 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

17 citing papers in PubMed, 33 citations in OpenAlex.

  1. Article
  2. Review
  3. Review
  4. Review
  5. Review
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Review
  14. Article
  15. Article
  16. Article
  17. 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

14 authors at 5 institutions in 3 countries.

Timofey LebedevDepartment of Cancer Cell Biology, Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, Russia. lebedevtd@gmail.com.ORCID http://orcid.org/0000-0002-5966-0914
Elmira VagapovaDepartment of Cancer Cell Biology, Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, Russia.ORCID http://orcid.org/0000-0002-2680-9356
Pavel SpirinDepartment of Cancer Cell Biology, Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, Russia.
Petr RubtsovDepartment of Cancer Cell Biology, Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, Russia.
Olga AstashkovaDepartment of Cancer Cell Biology, Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, Russia.
Alesya MikheevaDepartment of Cancer Cell Biology, Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, Russia.
Maxim SorokinGroup for Genomic Regulation of Cell Signaling Systems, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.
Uliana VladimirovaInstitute of Personalized Medicine, Sechenov First Moscow State Medical University, Moscow, Russia.
Maria SuntsovaInstitute of Personalized Medicine, Sechenov First Moscow State Medical University, Moscow, Russia.
Dmitry KonovalovD. Rogachyov Federal Research Center of Pediatric Hematology, Oncology and Immunology, Moscow, Russia.
Alexander RoumiantsevD. Rogachyov Federal Research Center of Pediatric Hematology, Oncology and Immunology, Moscow, Russia.
Carol StockingResearch Department Cell and Gene Therapy, Department of Stem Cell Transplantation, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany.
Anton BuzdinMoscow Institute of Physics and Technology (National Research University), Moscow Region, Russia.
Vladimir PrassolovDepartment of Cancer Cell Biology, Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, Russia.
Engelhardt Institute of Molecular Biology · RUSechenov University · RUDmitry Rogachev National Research Center of Pediatric Hematology, Oncology and Immunology · RULeibniz Institute of Virology (LIV) · DEMoscow Institute of Physics and Technology · RU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Neuroblastoma (NB) has a low frequency of recurrent mutations compared to other cancers, which hinders the development of targeted therapies and novel risk stratification strategies. Multikinase inhibitors have shown potential in treating high-risk NB, but their efficacy is likely impaired by the cancer cells' ability to adapt to these drugs through the employment of alternative signaling pathways. Based on the expression of 48 growth factor-related genes in 1189 NB tumors, we have developed a model for NB patient survival prediction. This model discriminates between stage 4 NB tumors with favorable outcomes (>80% overall survival) and very poor outcomes (<10%) independently from MYCN-amplification status. Using signaling pathway analysis and gene set enrichment methods in 60 NB patients with known therapy response, we identified signaling pathways, including EPO, NGF, and HGF, upregulated in patients with no or partial response. In a therapeutic setting, we showed that among six selected growth factors, EPO, and NGF showed the most pronounced protective effects in vitro against several promising anti-NB multikinase inhibitors: imatinib, dasatinib, crizotinib, cabozantinib, and axitinib. Mechanistically kinase inhibitors potentiated NB cells to stronger ERK activation by EPO and NGF. The protective action of these growth factors strongly correlated with ERK activation and was ERK-dependent. ERK inhibitors combined with anticancer drugs, especially with dasatinib, showed a synergistic effect on NB cell death. Consideration of growth factor signaling activity benefits NB outcome prediction and tailoring therapy regimens to treat NB.

Indexed as

Drug Resistance, NeoplasmCell Line, TumorCell ProliferationCell SurvivalErythropoietinGene Expression Regulation, NeoplasticHumansMutationNeoplasm StagingNerve Growth FactorNeuroblastomaProtein Kinase InhibitorsSignal TransductionSurvival AnalysisEPO protein, humanErythropoietinNerve Growth FactorNGF protein, humanProtein Kinase Inhibitors

Identifiers

PMID34556815
PMCPMC8566230
OpenAlexW3199988435

What OpenQuestion 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 OpenQuestion graph.