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Observational Study
. 2017 Sep 25;12(9):e0185190.
doi: 10.1371/journal.pone.0185190. eCollection 2017.

Radiogenomics of neuroblastomas: Relationships between imaging phenotypes, tumor genomic profile and survival

Affiliations
Observational Study

Radiogenomics of neuroblastomas: Relationships between imaging phenotypes, tumor genomic profile and survival

Hervé J Brisse et al. PLoS One. .

Abstract

Purpose: This study investigated relationships between neuroblastomas (NBs) imaging phenotypes, tumor genomic profile and patient outcome.

Patients and methods: This IRB-approved retrospective observational study included 133 NB patients (73 M, 60 F; median age 15 months, range 0-151) treated in a single institution between 1998 and 2012. A consensus review of imaging (CT-scan, MRI) categorized tumors according to both the primarily involved compartment (i.e., neck, chest, abdomen or pelvis) and the sympathetic anatomical structure the tumors rose from (i.e., cervical, paravertebral or periarterial chains, or adrenal gland). Tumor shape, volume and image-defined surgical risk factors (IDRFs) at diagnosis were recorded. Genomic profiles were assessed using array-based comparative genomic hybridization and divided into three groups: "numerical-only chromosome alterations" (NCA), "segmental chromosome alterations" (SCA) and "MYCN amplification" (MNA). Statistical analyses included Kruskal-Wallis, Chi2 and Fisher's exact tests and the Kaplan-Meier method with log-rank tests and Cox model for univariate and multivariate survival analyses.

Results: A significant association between the sympathetic structure origin of tumors and genomic profiles was demonstrated. NBs arising from cervical sympathetic chains were all NCA. Paravertebral NBs were NCA or SCA in 75% and 25%, respectively and none were MNA. Periarterial NBs were NCA, SCA or MNA in 33%, 56% and 11%, respectively. Adrenal NBs were NCA, SCA or MNA in 16%, 36% and 48%, respectively. Among MNA NBs, 92% originated from the adrenal gland. The sympathetic anatomical classification was significantly better correlated to overall survival than the compartmental classification (P < .0003). The tumor volume of MNA NBs was significantly higher than NCA or SCA NBs (P < .0001). Patients with initial volume less than 160 mL had significantly better overall survival (P < .009). A "single mass" pattern was significantly more frequent in NCA NBs (P = .0003). The number of IDRFs was significantly higher in MNA NBs (P < .0001).

Conclusion: Imaging phenotypes of neuroblastomas, including tumor origin along the sympathetic system, correlate with tumor genomic profile and patient outcome.

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Conflict of interest statement

Competing Interests: The authors have declared that no competing interests exist.

Figures

Fig 1
Fig 1. Radiogenomics classification of neuroblastomas according to anatomical origin.
Neuroblastomas may be classified based on the anatomical compartment (i.e., neck, chest, abdomen or pelvis) or according to the sympathetic structure the tumors arise from, i.e., (1) the cervical sympathetic chains (i.e., including the superior, middle and inferior cervical and the cervicothoracic ganglia (g.)); (2) the paravertebral (PV) sympathetic chains (i.e., including all thoracic, lumbar and sacral ganglia); (3) the periarterial (PA) sympathetic pathways (i.e., including the thoracic aortic, abdominal aortic and celiac plexus (pl.)), the aorticorenal ganglia, and the superior and inferior mesenteric, superior hypogastric and iliac plexus); and (4) the adrenal glands. For each compartment or sympathetic group, the pie charts show the distribution of the genomic profile of the tumors, i.e., numerical-only chromosome alterations (NCA), segmental chromosome alterations (SCA) or MYCN amplification (MNA).
Fig 2
Fig 2. Imaging phenotypes of chest neuroblastomas.
(a, b, c) Newborn with L2-stage left posterior mediastinal NCA neuroblastoma. MRI at diagnosis (a, b: sagittal and axial T2-weighted sequences). The primary tumor is a unique well-delineated mass (*) with focal contact with the thoracic aorta (arrowhead) and intra-spinal extension (arrow). Follow-up MRI 3 months later (c) after neoadjuvant chemotherapy (2 courses of cyclophosphamide-vincristine and 2 courses of etoposide-carboplatin) shows the tumor residue precisely located at the costo-vertebral junction, i.e., a paravertebral sympathetic chain location. (d, e) 9-year-old girl with M-stage mediastinal SCA neuroblastoma. Enhanced CT scan at diagnosis (axial and coronal views). The primary tumor (*) is ill-defined and diffusely infiltrates the posterior mediastinum, pleura and chest wall (arrows), crosses the midline and encases the thoracic aorta (arrowhead). The presumed origins are the mediastinal sympathetic fibers surrounding the descending aorta.
Fig 3
Fig 3. Imaging phenotypes of abdominal neuroblastomas.
(a) 18-month-old girl with M-stage right adrenal MNA neuroblastoma. Enhanced CT scan at diagnosis. The primary tumor (*) is centered on the right adrenal gland between the right kidney and the inferior vena cava (arrow) and extends medially in contact with the aorta (arrowhead). (b) 12-month-old girl with M-stage retroperitoneal periarterial SCA neuroblastoma. Enhanced CT scan at diagnosis. The primary tumor (*) is centered in the median retroperitoneum around the aorta (arrowhead) and behind the inferior vena cava (arrow). (c) Newborn with L2-stage lumbar dumbbell paravertebral NCA neuroblastoma. Axial T2-weighted MRI at diagnosis. The primary tumor (*) is centered on the right paravertebral chain and invades the psoas and spinal muscles and fills the spinal canal, compressing the spinal cord (dotted arrow). The tumor is totally separated from the inferior vena cava (arrow) and the aorta (arrowhead).
Fig 4
Fig 4. Kaplan-Meier survival analysis according to anatomical classifications of primary tumors.
Event-free survival (EFS) and overall survival (OS) according to the anatomical compartment (a, b) and sympathetic system origin (c, d) of the primary tumor.

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References

    1. Turkel SB, Itabashi HH. The natural history of neuroblastic cells in the fetal adrenal gland. Am J Pathol. 1974;76(2):225–44. Epub 1974/08/01. ; PubMed Central PMCID: PMCPMC1910868. - PMC - PubMed
    1. Takahashi Y, Sipp D, Enomoto H. Tissue interactions in neural crest cell development and disease. Science. 2013;341(6148):860–3. doi: 10.1126/science.1230717 . - DOI - PubMed
    1. Cohn SL, Pearson AD, London WB, Monclair T, Ambros PF, Brodeur GM, et al. The International Neuroblastoma Risk Group (INRG) classification system: an INRG Task Force report. J Clin Oncol. 2009;27(2):289–97. doi: 10.1200/JCO.2008.16.6785 ; PubMed Central PMCID: PMCPMC2650388. - DOI - PMC - PubMed
    1. Brodeur GM, Pritchard J, Berthold F, Carlsen NL, Castel V, Castelberry RP, et al. Revisions of the international criteria for neuroblastoma diagnosis, staging, and response to treatment. J Clin Oncol. 1993;11(8):1466–77. doi: 10.1200/JCO.1993.11.8.1466 . - DOI - PubMed
    1. Monclair T, Brodeur GM, Ambros PF, Brisse HJ, Cecchetto G, Holmes K, et al. The International Neuroblastoma Risk Group (INRG) staging system: an INRG Task Force report. J Clin Oncol. 2009;27(2):298–303. doi: 10.1200/JCO.2008.16.6876 ; PubMed Central PMCID: PMCPMC2650389. - DOI - PMC - PubMed

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