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Published in: European Radiology Experimental 1/2019

Open Access 01-12-2019 | Neuroblastoma | Original article

Quantitative DWI predicts event-free survival in children with neuroblastic tumours: preliminary findings from a retrospective cohort study

Authors: Anna-Lydia Peschmann, Meinrad Beer, Bettina Ammann, Jens Dreyhaupt, Katharina Kneer, Ambros J. Beer, Christian Beltinger, Daniel Steinbach, Holger Cario, Henning Neubauer

Published in: European Radiology Experimental | Issue 1/2019

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Abstract

Background

Quantitative diffusion-weighted imaging (DWI) probes into tissue microstructure in solid tumours. In this retrospective ethically approved study, we investigated DWI as a potential non-invasive predictor of tumour dignity and prognosis in paediatric patients with neuroblastic tumours.

Methods

Nineteen consecutive patients with neuroblastoma (NB, n = 15), ganglioneuroblastoma (GNB, n = 1) and ganglioneuroma (GN, n = 3) underwent 3-T magnetic resonance imaging at first diagnosis and after 3-month follow-up, following a protocol including DWI (b = 50 and 800 s/mm2) in addition to standard sequences. All DWI scans were analysed for tumour volume assessment and apparent diffusion coefficient (ADC) calculation. Correlation with tumour pathology and risk factors (bone-marrow metastases, MYCN-amplification and 1p-deletion), therapeutic regime (observation versus chemotherapy) and clinical follow-up was evaluated.

Results

At baseline, mean ADC in NB was lower than in GNB/GN (0.76 vs. 1.47 × 10−3 mm2/s, p = 0.003). An ADC cutoff ≤ 1.05 identified malignant disease with 100.0% sensitivity (95% confidence interval [CI] 29.2–100.0%) and 93.8% specificity (95% CI 69.8–99.8%). Initial ADC was < 0.80 in all NB patients with eventual tumour relapse. During follow-up, tumour ADC values increased in the observation group (NB/GN) without relapse (p = 0.043). In eventually relapsing tumours, ADC values at follow-up tended to decrease further despite reduction in tumour volume.

Conclusions

ADC values at first presentation differed significantly between malignant and benign neuroblastic tumours. Low baseline ADC was predictive of tumour progression and relapse in NB patients. With therapy, increasing ADC values appeared to predict relapse-free survival, while a decreasing ADC during therapy was an indicator of poor prognosis.
Literature
1.
go back to reference Spix C, Pastore G, Sankila R, Stiller CA, Steliarova-Foucher E (2006) Neuroblastoma incidence and survival in European children (1978–1997): report from the automated childhood cancer information system project. Eur J Cancer 42:2081–2091CrossRef Spix C, Pastore G, Sankila R, Stiller CA, Steliarova-Foucher E (2006) Neuroblastoma incidence and survival in European children (1978–1997): report from the automated childhood cancer information system project. Eur J Cancer 42:2081–2091CrossRef
2.
go back to reference Maris JM (2010) Recent advances in neuroblastoma. N Engl J Med 362:2202–2211CrossRef Maris JM (2010) Recent advances in neuroblastoma. N Engl J Med 362:2202–2211CrossRef
3.
go back to reference Simon T, Hero B, Schulte JH et al (2017) 2017 GPOH guidelines for diagnosis and treatment of patients with neuroblastic tumors. Klin Padiatr 229:147–167CrossRef Simon T, Hero B, Schulte JH et al (2017) 2017 GPOH guidelines for diagnosis and treatment of patients with neuroblastic tumors. Klin Padiatr 229:147–167CrossRef
4.
go back to reference Shimada H, Nakagawa A (2006) Pathology of the peripheral neuroblastic tumors. Lab Med 37:684–689CrossRef Shimada H, Nakagawa A (2006) Pathology of the peripheral neuroblastic tumors. Lab Med 37:684–689CrossRef
6.
go back to reference Koh D, Collins DJ (2007) Diffusion-weighted MRI in the body: applications and challenges in oncology. AJR Am J Roentgenol 188:1622–1635CrossRef Koh D, Collins DJ (2007) Diffusion-weighted MRI in the body: applications and challenges in oncology. AJR Am J Roentgenol 188:1622–1635CrossRef
7.
go back to reference Erbay G, Koc Z, Karadeli E, Kuzgunbay B, Goren MR, Bal N (2012) Evaluation of malignant and benign renal lesions using diffusion-weighted MRI with multiple b values. Acta Radiol 53:359–365CrossRef Erbay G, Koc Z, Karadeli E, Kuzgunbay B, Goren MR, Bal N (2012) Evaluation of malignant and benign renal lesions using diffusion-weighted MRI with multiple b values. Acta Radiol 53:359–365CrossRef
8.
go back to reference Serin HI, Gorkem SB, Doganay S et al (2016) Diffusion weighted imaging in differentiating malignant and benign neuroblastic tumors. Jpn J Radiol 34:620–624CrossRef Serin HI, Gorkem SB, Doganay S et al (2016) Diffusion weighted imaging in differentiating malignant and benign neuroblastic tumors. Jpn J Radiol 34:620–624CrossRef
9.
go back to reference Gahr N, Darge K, Hahn G, Kreher BW, von Buiren M, Uhl M (2011) Diffusion-weighted MRI for differentiation of neuroblastoma and ganglioneuroblastoma/ganglioneuroma. Eur J Radiol 79:443–446CrossRef Gahr N, Darge K, Hahn G, Kreher BW, von Buiren M, Uhl M (2011) Diffusion-weighted MRI for differentiation of neuroblastoma and ganglioneuroblastoma/ganglioneuroma. Eur J Radiol 79:443–446CrossRef
10.
go back to reference Neubauer H, Li M, Müller VR, Pabst T, Beer M (2017) Diagnostic value of diffusion-weighted MRI for tumor characterization, differentiation and monitoring in pediatric patients with neuroblastic tumors. Rofo 189:640–650CrossRef Neubauer H, Li M, Müller VR, Pabst T, Beer M (2017) Diagnostic value of diffusion-weighted MRI for tumor characterization, differentiation and monitoring in pediatric patients with neuroblastic tumors. Rofo 189:640–650CrossRef
11.
go back to reference Demir S, Altinkaya N, Kocer NE, Erbay A, Oguzkurt P (2015) Variations in apparent diffusion coefficient values following chemotherapy in pediatric neuroblastoma. Diagn Interv Radiol 21:184–188CrossRef Demir S, Altinkaya N, Kocer NE, Erbay A, Oguzkurt P (2015) Variations in apparent diffusion coefficient values following chemotherapy in pediatric neuroblastoma. Diagn Interv Radiol 21:184–188CrossRef
12.
go back to reference Kocaoğlu M, Bulakbaşı N (2016) Monitorization of chemotherapy response using diffusion-weighted imaging in neuroblastoma. Diagn Interv Radiol 22:108CrossRef Kocaoğlu M, Bulakbaşı N (2016) Monitorization of chemotherapy response using diffusion-weighted imaging in neuroblastoma. Diagn Interv Radiol 22:108CrossRef
13.
go back to reference Uhl M, Altehoefer C, Kontny U, Il'yasov K, Büchert M, Langer M (2002) MRI-diffusion imaging of neuroblastomas: first results and correlation to histology. Eur Radiol 12:2335–2338CrossRef Uhl M, Altehoefer C, Kontny U, Il'yasov K, Büchert M, Langer M (2002) MRI-diffusion imaging of neuroblastomas: first results and correlation to histology. Eur Radiol 12:2335–2338CrossRef
14.
go back to reference Lonergan GJ, Schwab CM, Suarez ES, Carlson CL (2002) Neuroblastoma, ganglioneuroblastoma, and ganglioneuroma: radiologic-pathologic correlation. Radiographics 22:911–934CrossRef Lonergan GJ, Schwab CM, Suarez ES, Carlson CL (2002) Neuroblastoma, ganglioneuroblastoma, and ganglioneuroma: radiologic-pathologic correlation. Radiographics 22:911–934CrossRef
15.
go back to reference Wen Y, Peng Y, Duan XM, Zhang N (2017) Role of diffusion-weighted imaging in distinguishing thoracoabdominal neuroblastic tumours of various histological types and differentiation grades. J Med Imaging Radiat Oncol 61:718–7241CrossRef Wen Y, Peng Y, Duan XM, Zhang N (2017) Role of diffusion-weighted imaging in distinguishing thoracoabdominal neuroblastic tumours of various histological types and differentiation grades. J Med Imaging Radiat Oncol 61:718–7241CrossRef
16.
go back to reference Yoo SY, Kim J, Sung KW et al (2013) The degree of tumor volume reduction during the early phase of induction chemotherapy is an independent prognostic factor in patients with high-risk neuroblastoma. Cancer 119:656–664 Yoo SY, Kim J, Sung KW et al (2013) The degree of tumor volume reduction during the early phase of induction chemotherapy is an independent prognostic factor in patients with high-risk neuroblastoma. Cancer 119:656–664
17.
go back to reference Chen Y, Liu X, Zheng D (2014) Diffusion-weighted magnetic resonance imaging for early response assessment of chemoradiotherapy in patients with nasopharyngeal carcinoma. Magn Reson Imaging 32:630–637 Chen Y, Liu X, Zheng D (2014) Diffusion-weighted magnetic resonance imaging for early response assessment of chemoradiotherapy in patients with nasopharyngeal carcinoma. Magn Reson Imaging 32:630–637
18.
go back to reference Nakajo M, Nakajo M, Kajiya Y et al (2012) FDG PET/CT and diffusion-weighted imaging of head and neck squamous cell carcinoma: comparison of prognostic significance between primary tumor standardized uptake value and apparent diffusion coefficient. Clin Nucl Med 37:475–480 Nakajo M, Nakajo M, Kajiya Y et al (2012) FDG PET/CT and diffusion-weighted imaging of head and neck squamous cell carcinoma: comparison of prognostic significance between primary tumor standardized uptake value and apparent diffusion coefficient. Clin Nucl Med 37:475–480
19.
go back to reference Berthold F, Spix C, Kaatsch P, Lampert F (2017) Incidence, survival, and treatment of localized and metastatic neuroblastoma in Germany 1979–2015. Paediatr Drugs 19:577–593CrossRef Berthold F, Spix C, Kaatsch P, Lampert F (2017) Incidence, survival, and treatment of localized and metastatic neuroblastoma in Germany 1979–2015. Paediatr Drugs 19:577–593CrossRef
20.
go back to reference Stojanov D, Aracki-Trenkic A, Benedeto-Stojanov D (2016) Gadolinium deposition within the dentate nucleus and globus pallidus after repeated administrations of gadolinium-based contrast agents-current status. Neuroradiology 58:433–441CrossRef Stojanov D, Aracki-Trenkic A, Benedeto-Stojanov D (2016) Gadolinium deposition within the dentate nucleus and globus pallidus after repeated administrations of gadolinium-based contrast agents-current status. Neuroradiology 58:433–441CrossRef
Metadata
Title
Quantitative DWI predicts event-free survival in children with neuroblastic tumours: preliminary findings from a retrospective cohort study
Authors
Anna-Lydia Peschmann
Meinrad Beer
Bettina Ammann
Jens Dreyhaupt
Katharina Kneer
Ambros J. Beer
Christian Beltinger
Daniel Steinbach
Holger Cario
Henning Neubauer
Publication date
01-12-2019
Publisher
Springer International Publishing
Published in
European Radiology Experimental / Issue 1/2019
Electronic ISSN: 2509-9280
DOI
https://doi.org/10.1186/s41747-019-0087-4

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