Skip to main content

Advertisement

Log in

Image-defined risk factors associated with MYCN oncogene amplification in neuroblastoma and their association with overall survival

  • Kidneys, Ureters, Bladder, Retroperitoneum
  • Published:
Abdominal Radiology Aims and scope Submit manuscript

Abstract

Objective

The MYCN oncogene is a critical factor in the development and progression of neuroblastoma, and image-defined risk factors (IDRFs) are radiological findings used for the preoperative staging of neuroblastoma. This study aimed to investigate the specific categories of IDRFs associated with MYCN amplification in neuroblastoma and their association with overall survival.

Method

A retrospective analysis was conducted on a cohort of 280 pediatric patients diagnosed with neuroblastoma, utilizing a combination of clinical and radiological data. MYCN amplification status was ascertained through molecular testing, and the assessment of IDRFs was conducted using either contrast-enhanced computed tomography or magnetic resonance imaging. The specific categories of IDRFs associated with MYCN amplification and their association with overall survival were analyzed.

Results

MYCN amplification was identified in 19.6% (55/280) of patients, with the majority of primary lesions located in the abdomen (53/55, 96.4%). Lesions accompanied by MYCN amplification exhibited significantly larger tumor volume and a greater number of IDRFs compared with those without MYCN amplification (P < 0.001). Both univariate and multivariate analyses revealed that coeliac axis/superior mesenteric artery encasement and infiltration of adjacent organs/structures were independently associated with MYCN amplification in abdominal neuroblastoma (P < 0.05). Patients presenting with more than four IDRFs experienced a worse prognosis (P = 0.017), and infiltration of adjacent organs/structures independently correlated with overall survival in abdominal neuroblastoma (P = 0.009).

Conclusion

The IDRFs are closely correlated with the MYCN amplification status and overall survival in neuroblastoma.

Graphical Abstract

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

Data availability

The datasets generated or analyzed during the study are available from the corresponding author on reasonable request.

References

  1. Colon NC, Chung DH. Neuroblastoma. Adv Pediatr 2011;58:297-311.

    Article  PubMed  PubMed Central  Google Scholar 

  2. Katta SS, Nagati V, Paturi ASV, et al. Neuroblastoma: Emerging trends in pathogenesis, diagnosis, and therapeutic targets. J Control Release 2023;357:444-459.

    Article  CAS  PubMed  Google Scholar 

  3. Kholodenko IV, Kalinovsky DV, Doronin II, et al. Neuroblastoma Origin and Therapeutic Targets for Immunotherapy. J Immunol Res 2018; 2018:7394268.

    Article  PubMed  PubMed Central  Google Scholar 

  4. Tolbert VP, Matthay KK. Neuroblastoma: clinical and biological approach to risk stratification and treatment. Cell Tissue Res 2018; 372:195-209.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. Lerone M, Ognibene M, Pezzolo A, et al. Molecular Genetics in Neuroblastoma Prognosis. Children (Basel) 2021; 8:456.

    PubMed  Google Scholar 

  6. Otte J, Dyberg C, Pepich A, et al. MYCN Function in Neuroblastoma Development. Front Oncol 2020; 10:624079.

    Article  PubMed  Google Scholar 

  7. Zimmerman MW, Liu Y, He S, et al. MYC Drives a Subset of High-Risk Pediatric Neuroblastomas and Is Activated through Mechanisms Including Enhancer Hijacking and Focal Enhancer Amplification. Cancer Discov 2018; 8:320-335.

    Article  CAS  PubMed  Google Scholar 

  8. Bhavsar SP. Metastasis in neuroblastoma: the MYCN question. Front Oncol 2023; 13:1196861.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  9. Monclair T, Brodeur GM, Ambros PF, et al. The International Neuroblastoma Risk Group (INRG) staging system: an INRG Task Force report. J Clin Oncol 2009; 27:298-303.

    Article  PubMed  PubMed Central  Google Scholar 

  10. Chen AM, Trout AT, Towbin AJ. A review of neuroblastoma image-defined risk factors on magnetic resonance imaging. Pediatr Radiol 2018; 48:1337-1347.

    Article  PubMed  Google Scholar 

  11. Laura B, Radu B, Patricia C, et al. Association of Image-Defined Risk Factors with Clinical, Biological Features and Outcome in Neuroblastoma. Children (Basel) 2022; 9:1707.

    PubMed  Google Scholar 

  12. Brisse HJ, Blanc T, Schleiermacher G, et al. Radiogenomics of neuroblastomas: Relationships between imaging phenotypes, tumor genomic profile and survival. PLoS One 2017; 12:e0185190.

    Article  PubMed  PubMed Central  Google Scholar 

  13. Temple WC, Vo KT, Matthay KK, et al. Association of image-defined risk factors with clinical features, histopathology, and outcomes in neuroblastoma. Cancer Med 2021; 10:2232-2241.

    Article  PubMed  Google Scholar 

  14. Brisse HJ, McCarville MB, Granata C, et al. Guidelines for imaging and staging of neuroblastic tumors: consensus report from the International Neuroblastoma Risk Group Project. Radiology 2011; 261:243-257.

    Article  PubMed  Google Scholar 

  15. Vo KT, Matthay KK, Neuhaus J, et al. Clinical, biologic, and prognostic differences on the basis of primary tumor site in neuroblastoma: a report from the international neuroblastoma risk group project. J Clin Oncol 2014; 32:3169-3176.

    Article  PubMed  PubMed Central  Google Scholar 

  16. Oldridge DA, Truong B, Russ D, et al. Differences in Genomic Profiles and Outcomes Between Thoracic and Adrenal Neuroblastoma. J Natl Cancer Inst 2019; 111:1192-1201.

    Article  PubMed  PubMed Central  Google Scholar 

  17. Ruiz-Pérez MV, Henley AB, Arsenian-Henriksson M. The MYCN Protein in Health and Disease. Genes (Basel) 2017; 8:113.

    Article  PubMed  Google Scholar 

  18. Phelps HM, Ndolo JM, Van Arendonk KJ, et al. Association between image-defined risk factors and neuroblastoma outcomes. J Pediatr Surg 2019; 54:1184-1191.

    Article  PubMed  PubMed Central  Google Scholar 

  19. Tan E, Merchant K, Kn BP, et al. CT-based morphologic and radiomics features for the classification of MYCN gene amplification status in pediatric neuroblastoma. Childs Nerv Syst 2022; 38:1487-1495.

    Article  PubMed  Google Scholar 

  20. Wang H, Li T, Chen X, et al. Correlations Between Preoperative Radiographic Vascular Involvement of Abdominal/Pelvic Neuroblastomas on Computed Tomography and Intraoperative Vascular Injuries: Experience From a Tertiary Children's Hospital. Acad Radiol 2023; 30:1350-1357.

    Article  PubMed  Google Scholar 

  21. Wang H, Chen X, Zhu J, et al. Changes in image-defined risk factors with neoadjuvant chemotherapy in pediatric abdominal neuroblastoma. Abdom Radiol (NY) 2022; 47:3520-3530.

    Article  PubMed  Google Scholar 

  22. Mansfield SA, McCarville MB, Lucas JT Jr, et al. Impact of Neoadjuvant Chemotherapy on Image-Defined Risk Factors in High-Risk Neuroblastoma. Ann Surg Oncol 2022; 29:661-670.

    Article  PubMed  Google Scholar 

  23. Yang DD, Liu C, Gao J, et al. Association of image-defined risk factors with clinical features, tumor biology, and outcomes in neuroblastoma: a single-center retrospective study. Eur J Pediatr 2023; 182:2189-2196.

    Article  CAS  PubMed  Google Scholar 

  24. van Heerden J, Esterhuizen TM, Hendricks M, et al. The Association of Clinical Characteristics and Tumour Markers With Image-Defined Risk Factors in the Management of Neuroblastoma in South Africa. Clin Oncol (R Coll Radiol) 2022; 34:e149-e159.

    Article  PubMed  Google Scholar 

  25. Zhang AA, Pan C, Xu M, et al. Association of image-defined risk factors, tumor resectability, and prognosis in children with localized neuroblastoma. World J Pediatr 2019; 15:572-579.

    Article  CAS  PubMed  Google Scholar 

  26. Jacobson JC, Clark RA, Chung DH. High-Risk Neuroblastoma: A Surgical Perspective. Children (Basel) 2023; 10:388.

    PubMed  Google Scholar 

  27. Morin CE, Hasweh R, Anton C, et al. Gadolinium-based contrast media does not improve the staging of neuroblastoma image-defined risk factors at diagnosis. Pediatr Blood Cancer 2024;71:e30724.

    Article  CAS  PubMed  Google Scholar 

  28. Peschmann AL, Beer M, Ammann B, et al. Quantitative DWI predicts event-free survival in children with neuroblastic tumours: preliminary findings from a retrospective cohort study. Eur Radiol Exp 2019;3:6.

    Article  PubMed  PubMed Central  Google Scholar 

  29. Ghosh A, Yekeler E, Dalal D, et al. Whole-tumour apparent diffusion coefficient (ADC) histogram analysis to identify MYCN-amplification in neuroblastomas: preliminary results. Eur Radiol 2022;32:8453-8462.

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgements

None.

Funding

The project was funded by Natural Science Foundation of Chongqing ((CSTB)2023NSCQ-BHX0127).

Author information

Authors and Affiliations

Authors

Contributions

LH, XC, and JC conceived the project. HW, TL, XN, and XC collected the data. HW analyzed the data and wrote the first draft of the manuscript. JC revised this manuscript. All authors read and approved the final manuscript.

Corresponding authors

Correspondence to Xin Chen, Ling He or Jinhua Cai.

Ethics declarations

Competing interests

The authors declare that they have no competing interests.

Ethics approval and consent to participate

This retrospective study received approval from the Institutional Review Board of Children’s Hospital of Chongqing Medical University, and patient informed consent was waived because this was a retrospective study.

Consent for publication

Not applicable.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Wang, H., Li, T., Ni, X. et al. Image-defined risk factors associated with MYCN oncogene amplification in neuroblastoma and their association with overall survival. Abdom Radiol (2024). https://doi.org/10.1007/s00261-024-04196-w

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s00261-024-04196-w

Keywords

Navigation