Skip to main content
Erschienen in: Abdominal Radiology 10/2020

12.03.2020 | Kidneys, Ureters, Bladder, Retroperitoneum

Diffusion-weighted MRI in the assessment of nephroblastoma: results of a multi-center trial

verfasst von: Andreas M. Hötker, André Lollert, Yousef Mazaheri, Sabine Müller, Jens-Peter Schenk, Philipp C. Mildenberger, Oguz Akin, Norbert Graf, Gundula Staatz

Erschienen in: Abdominal Radiology | Ausgabe 10/2020

Einloggen, um Zugang zu erhalten

Abstract

Purpose

To assess the value of diffusion-weighted MRI in the pre-therapeutic evaluation of pediatric renal cortical tumors.

Methods

This IRB-approved, retrospective multi-center study included 122 pediatric patients with 130 renal tumors, who underwent MRI including DWI before neoadjuvant chemotherapy and nephrectomy. Two radiologists independently assessed each tumor volumetrically, and apparent diffusion coefficient (ADC) values were calculated on a voxel-wise basis, including parameters derived from histogram and texture analysis.

Results

Inter-reader agreement was excellent (ICC 0.717–0.975). For both readers, patients with locally aggressive tumor growth (SIOP 3 stage) or with metastases (M1) had significantly lower 12.5th-percentile ADC values (p ≤ 0.028) compared to those with lower-stage tumors, and the parameter energy differed significantly between patients with M1 and those with M0 status (p ≤ 0.028). Contrast and homogeneity differed significantly between benign nephroblastomatosis and malignant nephroblastoma (p ≤ 0.045, both readers). As compared to all other subtypes, the blastemal subtype demonstrated significantly higher skewness (p ≤ 0.022, both readers) and the diffuse anaplastic subtype demonstrated significantly higher 75th-percentile ADC values (p ≤ 0.042, both readers).

Conclusions

Diffusion-weighted MRI may be of value in identifying benign nephroblastomatosis and assessing nephroblastoma subtypes. Therefore, further research is warranted to assess its value in risk stratification for pediatric patients with renal tumors in the future.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat Pastore G, Znaor A, Spreafico F, Graf N, Pritchard-Jones K, Steliarova-Foucher E (2006) Malignant renal tumours incidence and survival in European children (1978–1997): Report from the Automated Childhood Cancer Information System project. European journal of cancer (Oxford, England 1990) 42(13):2103–14. Pastore G, Znaor A, Spreafico F, Graf N, Pritchard-Jones K, Steliarova-Foucher E (2006) Malignant renal tumours incidence and survival in European children (1978–1997): Report from the Automated Childhood Cancer Information System project. European journal of cancer (Oxford, England 1990) 42(13):2103–14.
2.
Zurück zum Zitat Dome JS, Graf N, Geller JI, Fernandez CV, Mullen EA, Spreafico F et al. (2015) Advances in Wilms Tumor Treatment and Biology: Progress Through International Collaboration. Journal of clinical oncology official journal of the American Society of Clinical Oncology 33(27):2999–3007.CrossRef Dome JS, Graf N, Geller JI, Fernandez CV, Mullen EA, Spreafico F et al. (2015) Advances in Wilms Tumor Treatment and Biology: Progress Through International Collaboration. Journal of clinical oncology official journal of the American Society of Clinical Oncology 33(27):2999–3007.CrossRef
4.
Zurück zum Zitat Hotker AM, Mazaheri Y, Wibmer A, Zheng J, Moskowitz CS, Tickoo SK et al. (2016) Use of DWI in the Differentiation of Renal Cortical Tumors. AJR. American journal of roentgenology 206(1):100–5.CrossRef Hotker AM, Mazaheri Y, Wibmer A, Zheng J, Moskowitz CS, Tickoo SK et al. (2016) Use of DWI in the Differentiation of Renal Cortical Tumors. AJR. American journal of roentgenology 206(1):100–5.CrossRef
5.
Zurück zum Zitat Donati OF, Mazaheri Y, Afaq A, Vargas HA, Zheng J, Moskowitz CS et al. (2014) Prostate cancer aggressiveness: Assessment with whole-lesion histogram analysis of the apparent diffusion coefficient. Radiology 271(1):143–52.CrossRef Donati OF, Mazaheri Y, Afaq A, Vargas HA, Zheng J, Moskowitz CS et al. (2014) Prostate cancer aggressiveness: Assessment with whole-lesion histogram analysis of the apparent diffusion coefficient. Radiology 271(1):143–52.CrossRef
6.
Zurück zum Zitat Wibmer A, Hricak H, Gondo T, Matsumoto K, Veeraraghavan H, Fehr D et al. (2015) Haralick texture analysis of prostate MRI: Utility for differentiating non-cancerous prostate from prostate cancer and differentiating prostate cancers with different Gleason scores. European radiology 25(10):2840–50.CrossRef Wibmer A, Hricak H, Gondo T, Matsumoto K, Veeraraghavan H, Fehr D et al. (2015) Haralick texture analysis of prostate MRI: Utility for differentiating non-cancerous prostate from prostate cancer and differentiating prostate cancers with different Gleason scores. European radiology 25(10):2840–50.CrossRef
7.
Zurück zum Zitat Hales PW, Olsen OE, Sebire NJ, Pritchard-Jones K, Clark CA (2015) A multi-Gaussian model for apparent diffusion coefficient histogram analysis of Wilms’ tumour subtype and response to chemotherapy. NMR in biomedicine 28(8):948–57.CrossRef Hales PW, Olsen OE, Sebire NJ, Pritchard-Jones K, Clark CA (2015) A multi-Gaussian model for apparent diffusion coefficient histogram analysis of Wilms’ tumour subtype and response to chemotherapy. NMR in biomedicine 28(8):948–57.CrossRef
8.
Zurück zum Zitat Humphries PD, Sebire NJ, Siegel MJ, Olsen OE (2007) Tumors in pediatric patients at diffusion-weighted MR imaging: Apparent diffusion coefficient and tumor cellularity. Radiology 245(3):848–54.CrossRef Humphries PD, Sebire NJ, Siegel MJ, Olsen OE (2007) Tumors in pediatric patients at diffusion-weighted MR imaging: Apparent diffusion coefficient and tumor cellularity. Radiology 245(3):848–54.CrossRef
9.
Zurück zum Zitat Littooij AS, Humphries PD, Olsen OE (2015) Intra- and interobserver variability of whole-tumour apparent diffusion coefficient measurements in nephroblastoma: A pilot study. Pediatric radiology 45(11):1651–60.CrossRef Littooij AS, Humphries PD, Olsen OE (2015) Intra- and interobserver variability of whole-tumour apparent diffusion coefficient measurements in nephroblastoma: A pilot study. Pediatric radiology 45(11):1651–60.CrossRef
11.
Zurück zum Zitat McDonald K, Sebire NJ, Anderson J, Olsen OE (2011) Patterns of shift in ADC distributions in abdominal tumours during chemotherapy-feasibility study. Pediatric radiology 41(1):99–106.CrossRef McDonald K, Sebire NJ, Anderson J, Olsen OE (2011) Patterns of shift in ADC distributions in abdominal tumours during chemotherapy-feasibility study. Pediatric radiology 41(1):99–106.CrossRef
12.
Zurück zum Zitat Meeus EM, Zarinabad N, Manias KA, Novak J, Rose HEL, Dehghani H et al. (2018) Diffusion-weighted MRI and intravoxel incoherent motion model for diagnosis of pediatric solid abdominal tumors. Journal of magnetic resonance imaging JMRI 47(6):1475–86.CrossRef Meeus EM, Zarinabad N, Manias KA, Novak J, Rose HEL, Dehghani H et al. (2018) Diffusion-weighted MRI and intravoxel incoherent motion model for diagnosis of pediatric solid abdominal tumors. Journal of magnetic resonance imaging JMRI 47(6):1475–86.CrossRef
13.
Zurück zum Zitat Schneider CA, Rasband WS, Eliceiri KW (2012) NIH Image to ImageJ: 25 years of image analysis. Nature methods 9(7):671–5.CrossRef Schneider CA, Rasband WS, Eliceiri KW (2012) NIH Image to ImageJ: 25 years of image analysis. Nature methods 9(7):671–5.CrossRef
14.
Zurück zum Zitat Haralick, R.M., K. Shanmugan, and I. Dinstein (1973) Textural Features for Image Classification. IEEE Transactions on Systems, Man, and Cybernetics SMC-3:610–21. Haralick, R.M., K. Shanmugan, and I. Dinstein (1973) Textural Features for Image Classification. IEEE Transactions on Systems, Man, and Cybernetics SMC-3:610–21.
15.
Zurück zum Zitat Graf N, Tournade MF, Kraker J de (2000 Aug) The role of preoperative chemotherapy in the management of Wilms’ tumor. The SIOP studies. International Society of Pediatric Oncology, United States.CrossRef Graf N, Tournade MF, Kraker J de (2000 Aug) The role of preoperative chemotherapy in the management of Wilms’ tumor. The SIOP studies. International Society of Pediatric Oncology, United States.CrossRef
16.
Zurück zum Zitat Cresswell GD, Apps JR, Chagtai T, Mifsud B, Bentley CC, Maschietto M et al. (2016) Intra-Tumor Genetic Heterogeneity in Wilms Tumor: Clonal Evolution and Clinical Implications. EBioMedicine 9:120–9.CrossRef Cresswell GD, Apps JR, Chagtai T, Mifsud B, Bentley CC, Maschietto M et al. (2016) Intra-Tumor Genetic Heterogeneity in Wilms Tumor: Clonal Evolution and Clinical Implications. EBioMedicine 9:120–9.CrossRef
17.
Zurück zum Zitat Pritchard-Jones K, Bergeron C, Camargo B de, van den Heuvel-Eibrink MM, Acha T, Godzinski J et al. (2015) Omission of doxorubicin from the treatment of stage II-III, intermediate-risk Wilms’ tumour (SIOP WT 2001): An open-label, non-inferiority, randomised controlled trial. Lancet (London, England) 386(9999):1156–64.CrossRef Pritchard-Jones K, Bergeron C, Camargo B de, van den Heuvel-Eibrink MM, Acha T, Godzinski J et al. (2015) Omission of doxorubicin from the treatment of stage II-III, intermediate-risk Wilms’ tumour (SIOP WT 2001): An open-label, non-inferiority, randomised controlled trial. Lancet (London, England) 386(9999):1156–64.CrossRef
18.
Zurück zum Zitat Tixier F, Hatt M, Valla C, Fleury V, Lamour C, Ezzouhri S et al. (2014) Visual versus quantitative assessment of intratumor 18F-FDG PET uptake heterogeneity: Prognostic value in non-small cell lung cancer. Journal of nuclear medicine official publication, Society of Nuclear Medicine 55(8):1235–41.PubMed Tixier F, Hatt M, Valla C, Fleury V, Lamour C, Ezzouhri S et al. (2014) Visual versus quantitative assessment of intratumor 18F-FDG PET uptake heterogeneity: Prognostic value in non-small cell lung cancer. Journal of nuclear medicine official publication, Society of Nuclear Medicine 55(8):1235–41.PubMed
19.
Zurück zum Zitat van den Heuvel-Eibrink MM, van Tinteren H, Bergeron C, Coulomb-L’Hermine A, Camargo B de, Leuschner I et al. (2015) Outcome of localised blastemal-type Wilms tumour patients treated according to intensified treatment in the SIOP WT 2001 protocol, a report of the SIOP Renal Tumour Study Group (SIOP-RTSG). European journal of cancer (Oxford, England 1990) 51(4):498–506. van den Heuvel-Eibrink MM, van Tinteren H, Bergeron C, Coulomb-L’Hermine A, Camargo B de, Leuschner I et al. (2015) Outcome of localised blastemal-type Wilms tumour patients treated according to intensified treatment in the SIOP WT 2001 protocol, a report of the SIOP Renal Tumour Study Group (SIOP-RTSG). European journal of cancer (Oxford, England 1990) 51(4):498–506.
Metadaten
Titel
Diffusion-weighted MRI in the assessment of nephroblastoma: results of a multi-center trial
verfasst von
Andreas M. Hötker
André Lollert
Yousef Mazaheri
Sabine Müller
Jens-Peter Schenk
Philipp C. Mildenberger
Oguz Akin
Norbert Graf
Gundula Staatz
Publikationsdatum
12.03.2020
Verlag
Springer US
Erschienen in
Abdominal Radiology / Ausgabe 10/2020
Print ISSN: 2366-004X
Elektronische ISSN: 2366-0058
DOI
https://doi.org/10.1007/s00261-020-02475-w

Weitere Artikel der Ausgabe 10/2020

Abdominal Radiology 10/2020 Zur Ausgabe

PET kann infarktgefährdete Koronararterien entdecken

04.06.2024 Koronare Herzerkrankung Nachrichten

Der Nachweis aktiver Plaques mittels 18F-Natriumfluorid-PET hilft nicht nur, infarktgefährdete Patienten, sondern auch infarktgefährdete Koronararterien zu erkennen. Von einer gezielten Behandlung vulnerabler Plaques ist man trotzdem weit entfernt.

Mammakarzinom: Brustdichte beeinflusst rezidivfreies Überleben

26.05.2024 Mammakarzinom Nachrichten

Frauen, die zum Zeitpunkt der Brustkrebsdiagnose eine hohe mammografische Brustdichte aufweisen, haben ein erhöhtes Risiko für ein baldiges Rezidiv, legen neue Daten nahe.

„Übersichtlicher Wegweiser“: Lauterbachs umstrittener Klinik-Atlas ist online

17.05.2024 Klinik aktuell Nachrichten

Sie sei „ethisch geboten“, meint Gesundheitsminister Karl Lauterbach: mehr Transparenz über die Qualität von Klinikbehandlungen. Um sie abzubilden, lässt er gegen den Widerstand vieler Länder einen virtuellen Klinik-Atlas freischalten.

Klinikreform soll zehntausende Menschenleben retten

15.05.2024 Klinik aktuell Nachrichten

Gesundheitsminister Lauterbach hat die vom Bundeskabinett beschlossene Klinikreform verteidigt. Kritik an den Plänen kommt vom Marburger Bund. Und in den Ländern wird über den Gang zum Vermittlungsausschuss spekuliert.

Update Radiologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.