Skip to main content
Erschienen in:

05.08.2023 | Paediatric

Comparison of diffusion-weighted MRI and [18F]FDG PET/MRI for treatment monitoring in pediatric Hodgkin and non-Hodgkin lymphoma

verfasst von: Wipawee Morakote, Lucia Baratto, Shakthi K. Ramasamy, Lisa C. Adams, Tie Liang, Amir H. Sarrami, Heike E. Daldrup-Link

Erschienen in: European Radiology | Ausgabe 1/2024

Einloggen, um Zugang zu erhalten

Abstract

Objective

To compare tumor therapy response assessments with whole-body diffusion-weighted imaging (WB-DWI) and 18F-fluorodeoxyglucose ([18F]FDG) PET/MRI in pediatric patients with Hodgkin lymphoma and non-Hodgkin lymphoma.

Materials and methods

In a retrospective, non-randomized single-center study, we reviewed serial simultaneous WB-DWI and [18F]FDG PET/MRI scans of 45 children and young adults (27 males; mean age, 13 years ± 5 [standard deviation]; age range, 1–21 years) with Hodgkin lymphoma (n = 20) and non-Hodgkin lymphoma (n = 25) between February 2018 and October 2022. We measured minimum tumor apparent diffusion coefficient (ADCmin) and maximum standardized uptake value (SUVmax) of up to six target lesions and assessed therapy response according to Lugano criteria and modified criteria for WB-DWI. We evaluated the agreement between WB-DWI- and [18F]FDG PET/MRI–based response classifications with Gwet’s agreement coefficient (AC).

Results

After induction chemotherapy, 95% (19 of 20) of patients with Hodgkin lymphoma and 72% (18 of 25) of patients with non-Hodgkin lymphoma showed concordant response in tumor metabolism and proton diffusion. We found a high agreement between treatment response assessments on WB-DWI and [18F]FDG PET/MRI (Gwet’s AC = 0.94; 95% confidence interval [CI]: 0.82, 1.00) in patients with Hodgkin lymphoma, and a lower agreement for patients with non-Hodgkin lymphoma (Gwet’s AC = 0.66; 95% CI: 0.43, 0.90). After completion of therapy, there was an excellent agreement between WB-DWI and [18F]FDG PET/MRI response assessments (Gwet’s AC = 0.97; 95% CI: 0.91, 1).

Conclusion

Therapy response of Hodgkin lymphoma can be evaluated with either [18F]FDG PET or WB-DWI, whereas patients with non-Hodgkin lymphoma may benefit from a combined approach.

Clinical relevance statement

Hodgkin lymphoma and non-Hodgkin lymphoma exhibit different patterns of tumor response to induction chemotherapy on diffusion-weighted MRI and PET/MRI.

Key Points

• Diffusion-weighted imaging has been proposed as an alternative imaging to assess tumor response without ionizing radiation.
• After induction therapy, whole-body diffusion-weighted imaging and PET/MRI revealed a higher agreement in patients with Hodgkin lymphoma than in those with non-Hodgkin lymphoma.
• At the end of therapy, whole-body diffusion-weighted imaging and PET/MRI revealed an excellent agreement for overall tumor therapy responses for all lymphoma types.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
2.
Zurück zum Zitat Riad R, Omar W, Kotb M et al (2010) Role of PET/CT in malignant pediatric lymphoma. Eur J Nucl Med Mol Imaging 37:319–329CrossRefPubMed Riad R, Omar W, Kotb M et al (2010) Role of PET/CT in malignant pediatric lymphoma. Eur J Nucl Med Mol Imaging 37:319–329CrossRefPubMed
3.
Zurück zum Zitat Adams MC, Turkington TG, Wilson JM, Wong TZ (2010) A systematic review of the factors affecting accuracy of SUV measurements. AJR Am J Roentgenol 195:310–320CrossRefPubMed Adams MC, Turkington TG, Wilson JM, Wong TZ (2010) A systematic review of the factors affecting accuracy of SUV measurements. AJR Am J Roentgenol 195:310–320CrossRefPubMed
4.
Zurück zum Zitat Römer W, Hanauske AR, Ziegler S et al (1998) Positron emission tomography in non-Hodgkin’s lymphoma: assessment of chemotherapy with fluorodeoxyglucose. Blood 91:4464–4471PubMed Römer W, Hanauske AR, Ziegler S et al (1998) Positron emission tomography in non-Hodgkin’s lymphoma: assessment of chemotherapy with fluorodeoxyglucose. Blood 91:4464–4471PubMed
5.
Zurück zum Zitat Sher AC, Seghers V, Paldino MJ et al (2016) Assessment of sequential PET/MRI in comparison with PET/CT of pediatric lymphoma: a prospective study. AJR Am J Roentgenol 206:623–631CrossRefPubMed Sher AC, Seghers V, Paldino MJ et al (2016) Assessment of sequential PET/MRI in comparison with PET/CT of pediatric lymphoma: a prospective study. AJR Am J Roentgenol 206:623–631CrossRefPubMed
6.
Zurück zum Zitat Muehe AM, Theruvath AJ, Lai L et al (2018) How to provide gadolinium-free PET/MR cancer staging of children and young adults in less than 1 h: the Stanford approach. Mol Imaging Biol 20:324–335CrossRefPubMedPubMedCentral Muehe AM, Theruvath AJ, Lai L et al (2018) How to provide gadolinium-free PET/MR cancer staging of children and young adults in less than 1 h: the Stanford approach. Mol Imaging Biol 20:324–335CrossRefPubMedPubMedCentral
7.
Zurück zum Zitat Schäfer JF, Gatidis S, Schmidt H et al (2014) Simultaneous whole-body PET/MR imaging in comparison to PET/CT in pediatric oncology: initial results. Radiology 273:220–231CrossRefPubMed Schäfer JF, Gatidis S, Schmidt H et al (2014) Simultaneous whole-body PET/MR imaging in comparison to PET/CT in pediatric oncology: initial results. Radiology 273:220–231CrossRefPubMed
8.
Zurück zum Zitat Hirsch FW, Sattler B, Sorge I et al (2013) PET/MR in children. Initial clinical experience in paediatric oncology using an integrated PET/MR scanner. Pediatr Radiol 43:860–875CrossRefPubMedPubMedCentral Hirsch FW, Sattler B, Sorge I et al (2013) PET/MR in children. Initial clinical experience in paediatric oncology using an integrated PET/MR scanner. Pediatr Radiol 43:860–875CrossRefPubMedPubMedCentral
9.
Zurück zum Zitat Abdulqadhr G, Molin D, Aström G et al (2011) Whole-body diffusion-weighted imaging compared with FDG-PET/CT in staging of lymphoma patients. Acta Radiol 52:173–180CrossRefPubMed Abdulqadhr G, Molin D, Aström G et al (2011) Whole-body diffusion-weighted imaging compared with FDG-PET/CT in staging of lymphoma patients. Acta Radiol 52:173–180CrossRefPubMed
10.
Zurück zum Zitat Padhani AR, Liu G, Koh DM et al (2009) Diffusion-weighted magnetic resonance imaging as a cancer biomarker: consensus and recommendations. Neoplasia 11:102–125CrossRefPubMedPubMedCentral Padhani AR, Liu G, Koh DM et al (2009) Diffusion-weighted magnetic resonance imaging as a cancer biomarker: consensus and recommendations. Neoplasia 11:102–125CrossRefPubMedPubMedCentral
11.
Zurück zum Zitat Sumi M, Ichikawa Y, Nakamura T (2007) Diagnostic ability of apparent diffusion coefficients for lymphomas and carcinomas in the pharynx. Eur Radiol 17:2631–2637CrossRefPubMed Sumi M, Ichikawa Y, Nakamura T (2007) Diagnostic ability of apparent diffusion coefficients for lymphomas and carcinomas in the pharynx. Eur Radiol 17:2631–2637CrossRefPubMed
12.
Zurück zum Zitat Herneth AM, Guccione S, Bednarski M (2003) Apparent diffusion coefficient: a quantitative parameter for in vivo tumor characterization. Eur J Radiol 45:208–213CrossRefPubMed Herneth AM, Guccione S, Bednarski M (2003) Apparent diffusion coefficient: a quantitative parameter for in vivo tumor characterization. Eur J Radiol 45:208–213CrossRefPubMed
13.
Zurück zum Zitat Afaq A, Fraioli F, Sidhu H et al (2017) Comparison of PET/MRI with PET/CT in the evaluation of disease status in lymphoma. Clin Nucl Med 42:e1–e7CrossRefPubMedPubMedCentral Afaq A, Fraioli F, Sidhu H et al (2017) Comparison of PET/MRI with PET/CT in the evaluation of disease status in lymphoma. Clin Nucl Med 42:e1–e7CrossRefPubMedPubMedCentral
14.
Zurück zum Zitat Giraudo C, Karanikas G, Weber M et al (2018) Correlation between glycolytic activity on [18F]-FDG-PET and cell density on diffusion-weighted MRI in lymphoma at staging. J Magn Reson Imaging 47:1217–1226CrossRefPubMed Giraudo C, Karanikas G, Weber M et al (2018) Correlation between glycolytic activity on [18F]-FDG-PET and cell density on diffusion-weighted MRI in lymphoma at staging. J Magn Reson Imaging 47:1217–1226CrossRefPubMed
15.
Zurück zum Zitat Atkinson W, Catana C, Abramson JS et al (2016) Hybrid FDG-PET/MR compared to FDG-PET/CT in adult lymphoma patients. Abdom Radiol (NY) 41:1338–1348CrossRefPubMed Atkinson W, Catana C, Abramson JS et al (2016) Hybrid FDG-PET/MR compared to FDG-PET/CT in adult lymphoma patients. Abdom Radiol (NY) 41:1338–1348CrossRefPubMed
16.
Zurück zum Zitat Bernstine H, Domachevsky L, Nidam M et al (2018) 18F-FDG PET/MR imaging of lymphoma nodal target lesions: comparison of PET standardized uptake value (SUV) with MR apparent diffusion coefficient (ADC). Medicine (Baltimore) 97:e0490CrossRefPubMed Bernstine H, Domachevsky L, Nidam M et al (2018) 18F-FDG PET/MR imaging of lymphoma nodal target lesions: comparison of PET standardized uptake value (SUV) with MR apparent diffusion coefficient (ADC). Medicine (Baltimore) 97:e0490CrossRefPubMed
17.
Zurück zum Zitat Siegel MJ, Jokerst CE, Rajderkar D et al (2014) Diffusion-weighted MRI for staging and evaluation of response in diffuse large B-cell lymphoma: a pilot study. NMR Biomed 27:681–691CrossRefPubMedPubMedCentral Siegel MJ, Jokerst CE, Rajderkar D et al (2014) Diffusion-weighted MRI for staging and evaluation of response in diffuse large B-cell lymphoma: a pilot study. NMR Biomed 27:681–691CrossRefPubMedPubMedCentral
18.
Zurück zum Zitat Mayerhoefer ME, Karanikas G, Kletter K et al (2015) Evaluation of diffusion-weighted magnetic resonance imaging for follow-up and treatment response assessment of lymphoma: results of an 18F-FDG-PET/CT-controlled prospective study in 64 patients. Clin Cancer Res 21:2506–2513CrossRefPubMed Mayerhoefer ME, Karanikas G, Kletter K et al (2015) Evaluation of diffusion-weighted magnetic resonance imaging for follow-up and treatment response assessment of lymphoma: results of an 18F-FDG-PET/CT-controlled prospective study in 64 patients. Clin Cancer Res 21:2506–2513CrossRefPubMed
19.
Zurück zum Zitat Theruvath AJ, Siedek F, Muehe AM et al (2020) Therapy response assessment of pediatric tumors with whole-body diffusion-weighted MRI and FDG PET/MRI. Radiology 296:143–151CrossRefPubMed Theruvath AJ, Siedek F, Muehe AM et al (2020) Therapy response assessment of pediatric tumors with whole-body diffusion-weighted MRI and FDG PET/MRI. Radiology 296:143–151CrossRefPubMed
20.
Zurück zum Zitat Hagtvedt T, Seierstad T, Lund KV et al (2015) Diffusion-weighted MRI compared to FDG PET/CT for assessment of early treatment response in lymphoma. Acta Radiol 56:152–158CrossRefPubMed Hagtvedt T, Seierstad T, Lund KV et al (2015) Diffusion-weighted MRI compared to FDG PET/CT for assessment of early treatment response in lymphoma. Acta Radiol 56:152–158CrossRefPubMed
21.
Zurück zum Zitat Latifoltojar A, Punwani S, Lopes A et al (2019) Whole-body MRI for staging and interim response monitoring in paediatric and adolescent Hodgkin’s lymphoma: a comparison with multi-modality reference standard including (18)F-FDG-PET-CT. Eur Radiol 29:202–212CrossRefPubMed Latifoltojar A, Punwani S, Lopes A et al (2019) Whole-body MRI for staging and interim response monitoring in paediatric and adolescent Hodgkin’s lymphoma: a comparison with multi-modality reference standard including (18)F-FDG-PET-CT. Eur Radiol 29:202–212CrossRefPubMed
22.
Zurück zum Zitat Shapira-Zaltsberg G, Wilson N, Trejo Perez E et al (2020) Whole-body diffusion-weighted MRI compared to (18 F)FDG PET/CT in initial staging and therapy response assessment of Hodgkin lymphoma in pediatric patients. Can Assoc Radiol J 71:217–225CrossRefPubMed Shapira-Zaltsberg G, Wilson N, Trejo Perez E et al (2020) Whole-body diffusion-weighted MRI compared to (18 F)FDG PET/CT in initial staging and therapy response assessment of Hodgkin lymphoma in pediatric patients. Can Assoc Radiol J 71:217–225CrossRefPubMed
23.
Zurück zum Zitat Mayerhoefer ME, Raderer M, Jaeger U et al (2018) Ultra-early response assessment in lymphoma treatment: [(18)F]FDG PET/MR captures changes in glucose metabolism and cell density within the first 72 hours of treatment. Eur J Nucl Med Mol Imaging 45:931–940CrossRefPubMedPubMedCentral Mayerhoefer ME, Raderer M, Jaeger U et al (2018) Ultra-early response assessment in lymphoma treatment: [(18)F]FDG PET/MR captures changes in glucose metabolism and cell density within the first 72 hours of treatment. Eur J Nucl Med Mol Imaging 45:931–940CrossRefPubMedPubMedCentral
25.
Zurück zum Zitat Cheson BD, Fisher RI, Barrington SF et al (2014) Recommendations for initial evaluation, staging, and response assessment of Hodgkin and non-Hodgkin lymphoma: the Lugano classification. J Clin Oncol 32:3059–3068CrossRefPubMedPubMedCentral Cheson BD, Fisher RI, Barrington SF et al (2014) Recommendations for initial evaluation, staging, and response assessment of Hodgkin and non-Hodgkin lymphoma: the Lugano classification. J Clin Oncol 32:3059–3068CrossRefPubMedPubMedCentral
26.
Zurück zum Zitat Lin C, Itti E, Luciani A et al (2011) Whole-body diffusion-weighted imaging with apparent diffusion coefficient mapping for treatment response assessment in patients with diffuse large B-cell lymphoma: pilot study. Invest Radiol 46:341–349CrossRefPubMed Lin C, Itti E, Luciani A et al (2011) Whole-body diffusion-weighted imaging with apparent diffusion coefficient mapping for treatment response assessment in patients with diffuse large B-cell lymphoma: pilot study. Invest Radiol 46:341–349CrossRefPubMed
27.
Zurück zum Zitat Klenk C, Gawande R, Uslu L et al (2014) Ionising radiation-free whole-body MRI versus (18)F-fluorodeoxyglucose PET/CT scans for children and young adults with cancer: a prospective, non-randomised, single-centre study. Lancet Oncol 15:275–285CrossRefPubMed Klenk C, Gawande R, Uslu L et al (2014) Ionising radiation-free whole-body MRI versus (18)F-fluorodeoxyglucose PET/CT scans for children and young adults with cancer: a prospective, non-randomised, single-centre study. Lancet Oncol 15:275–285CrossRefPubMed
28.
Zurück zum Zitat De Paepe KN, Van Keerberghen CA, Agazzi GM et al (2021) Quantitative whole-body diffusion-weighted MRI after one treatment cycle for aggressive non-Hodgkin lymphoma is an independent prognostic factor of outcome. Radiol Imaging Cancer 3:e200061CrossRefPubMedPubMedCentral De Paepe KN, Van Keerberghen CA, Agazzi GM et al (2021) Quantitative whole-body diffusion-weighted MRI after one treatment cycle for aggressive non-Hodgkin lymphoma is an independent prognostic factor of outcome. Radiol Imaging Cancer 3:e200061CrossRefPubMedPubMedCentral
29.
Zurück zum Zitat Maggialetti N, Ferrari C, Minoia C et al (2016) Role of WB-MR/DWIBS compared to 18F-FDG PET/CT in the therapy response assessment of lymphoma. Radiol Med (Torino) 121:132–143CrossRefPubMed Maggialetti N, Ferrari C, Minoia C et al (2016) Role of WB-MR/DWIBS compared to 18F-FDG PET/CT in the therapy response assessment of lymphoma. Radiol Med (Torino) 121:132–143CrossRefPubMed
30.
Zurück zum Zitat Spijkers S, Littooij AS, Kwee TC et al (2021) Whole-body MRI versus an [(18)F]FDG-PET/CT-based reference standard for early response assessment and restaging of paediatric Hodgkin’s lymphoma: a prospective multicentre study. Eur Radiol 31:8925–8936CrossRefPubMedPubMedCentral Spijkers S, Littooij AS, Kwee TC et al (2021) Whole-body MRI versus an [(18)F]FDG-PET/CT-based reference standard for early response assessment and restaging of paediatric Hodgkin’s lymphoma: a prospective multicentre study. Eur Radiol 31:8925–8936CrossRefPubMedPubMedCentral
31.
Zurück zum Zitat Xue HD, Li S, Sun HY, Jin ZY, Sun F (2008) Experimental study of inflammatory and metastatic lymph nodes with diffusion weighted imaging on animal model: comparison with conventional methods. Chin Med Sci J 23:166–171CrossRefPubMed Xue HD, Li S, Sun HY, Jin ZY, Sun F (2008) Experimental study of inflammatory and metastatic lymph nodes with diffusion weighted imaging on animal model: comparison with conventional methods. Chin Med Sci J 23:166–171CrossRefPubMed
32.
Zurück zum Zitat Riad R, Omar W, Sidhom I et al (2010) False-positive F-18 FDG uptake in PET/CT studies in pediatric patients with abdominal Burkitt’s lymphoma. Nucl Med Commun 31:232–238CrossRefPubMed Riad R, Omar W, Sidhom I et al (2010) False-positive F-18 FDG uptake in PET/CT studies in pediatric patients with abdominal Burkitt’s lymphoma. Nucl Med Commun 31:232–238CrossRefPubMed
33.
Zurück zum Zitat Moskowitz CH, Schöder H, Teruya-Feldstein J et al (2010) Risk-adapted dose-dense immunochemotherapy determined by interim FDG-PET in advanced-stage diffuse large B-cell lymphoma. J Clin Oncol 28:1896–1903CrossRefPubMedPubMedCentral Moskowitz CH, Schöder H, Teruya-Feldstein J et al (2010) Risk-adapted dose-dense immunochemotherapy determined by interim FDG-PET in advanced-stage diffuse large B-cell lymphoma. J Clin Oncol 28:1896–1903CrossRefPubMedPubMedCentral
34.
Zurück zum Zitat Bailly C, Eugène T, Couec ML et al (2014) Prognostic value and clinical impact of (18)FDG-PET in the management of children with Burkitt lymphoma after induction chemotherapy. Front Med (Lausanne) 1:54PubMed Bailly C, Eugène T, Couec ML et al (2014) Prognostic value and clinical impact of (18)FDG-PET in the management of children with Burkitt lymphoma after induction chemotherapy. Front Med (Lausanne) 1:54PubMed
35.
Zurück zum Zitat De Paepe K, Bevernage C, De Keyzer F et al (2013) Whole-body diffusion-weighted magnetic resonance imaging at 3 Tesla for early assessment of treatment response in non-Hodgkin lymphoma: a pilot study. Cancer Imaging 13:53–62CrossRefPubMedPubMedCentral De Paepe K, Bevernage C, De Keyzer F et al (2013) Whole-body diffusion-weighted magnetic resonance imaging at 3 Tesla for early assessment of treatment response in non-Hodgkin lymphoma: a pilot study. Cancer Imaging 13:53–62CrossRefPubMedPubMedCentral
36.
Zurück zum Zitat Tsuji K, Kishi S, Tsuchida T et al (2015) Evaluation of staging and early response to chemotherapy with whole-body diffusion-weighted MRI in malignant lymphoma patients: a comparison with FDG-PET/CT. J Magn Reson Imaging 41:1601–1607CrossRefPubMed Tsuji K, Kishi S, Tsuchida T et al (2015) Evaluation of staging and early response to chemotherapy with whole-body diffusion-weighted MRI in malignant lymphoma patients: a comparison with FDG-PET/CT. J Magn Reson Imaging 41:1601–1607CrossRefPubMed
Metadaten
Titel
Comparison of diffusion-weighted MRI and [18F]FDG PET/MRI for treatment monitoring in pediatric Hodgkin and non-Hodgkin lymphoma
verfasst von
Wipawee Morakote
Lucia Baratto
Shakthi K. Ramasamy
Lisa C. Adams
Tie Liang
Amir H. Sarrami
Heike E. Daldrup-Link
Publikationsdatum
05.08.2023
Verlag
Springer Berlin Heidelberg
Erschienen in
European Radiology / Ausgabe 1/2024
Print ISSN: 0938-7994
Elektronische ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-023-10015-5

Neu im Fachgebiet Radiologie

KI-gestütztes Mammografiescreening überzeugt im Praxistest

Mit dem Einsatz künstlicher Intelligenz lässt sich die Detektionsrate im Mammografiescreening offenbar deutlich steigern. Mehr unnötige Zusatzuntersuchungen sind laut der Studie aus Deutschland nicht zu befürchten.

Stumme Schlaganfälle − ein häufiger Nebenbefund im Kopf-CT?

In 4% der in der Notfallambulanz initiierten zerebralen Bildgebung sind „alte“ Schlaganfälle zu erkennen. Gar nicht so selten handelt es sich laut einer aktuellen Studie dabei um unbemerkte Insulte. Bietet sich hier womöglich die Chance auf ein effektives opportunistisches Screening?

Die elektronische Patientenakte kommt: Das sollten Sie jetzt wissen

Am 15. Januar geht die „ePA für alle“ zunächst in den Modellregionen an den Start. Doch schon bald soll sie in allen Praxen zum Einsatz kommen. Was ist jetzt zu tun? Was müssen Sie wissen? Wir geben in einem FAQ Antworten auf 21 Fragen.

Stören weiße Wände und viel Licht die Bildqualitätskontrolle?

Wenn es darum geht, die technische Qualität eines Mammogramms zu beurteilen, könnten graue Wandfarbe und reduzierte Beleuchtung im Bildgebungsraum von Vorteil sein. Darauf deuten zumindest Ergebnisse einer kleinen Studie hin. 

Update Radiologie

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