Skip to main content
Top
Published in: Pediatric Radiology 10/2019

Open Access 01-09-2019 | Magnetic Resonance Imaging | Original Article

Whole-body magnetic resonance imaging in paediatric Hodgkin lymphoma — evaluation of quantitative magnetic resonance metrics for nodal staging

Authors: Arash Latifoltojar, Paul D. Humphries, Leon J. Menezes, Athar Haroon, Stephen Daw, Ananth Shankar, Shonit Punwani

Published in: Pediatric Radiology | Issue 10/2019

Login to get access

Abstract

Background

Whole-body MRI is used for staging paediatric Hodgkin lymphoma, commonly using size thresholds, which fail to detect disease in normal-size lymph nodes.

Objective

To investigate quantitative whole-body MRI metrics for nodal characterisation.

Materials and methods

Thirty-seven children with Hodgkin lymphoma underwent 1.5-tesla (T) whole-body MRI using short tau inversion recovery (STIR) half-Fourier-acquisition single-shot turbo-spin-echo and diffusion-weighted imaging (DWI). 18Flourine-2-fluoro-2-deoxyglucose (FDG) positron emission tomography (PET)/CT was acquired as the reference standard. Two independent readers assessed 11 nodal sites. The readers measured short-axis-diameter, apparent diffusion coefficient, (ADC) and normalised T2-signal intensity of the largest lymph node at each site. We used receiver operating characteristics (ROC)/area-under-the-curve (AUC) analysis for each MRI metric and derived sensitivity and specificity for nodes with short-axis diameter ≥10 mm. Sub-analysis of sensitivity and specificity was performed with application of ADC cut-off values (<0.77, <1.15 and <1.79×10−3 mm2 s−1) to 5- to 9-mm nodes.

Results

ROC/AUC values for reader 1/reader 2 were 0.80/0.80 and 0.81/0.81 for short-axis-diameter measured using DWI and STIR half-Fourier-acquisition single-shot turbo spin echo, respectively; 0.67/0.72 for normalised T2 signal intensity and 0.74/0.67 for ADC. Sensitivity and specificity for a short-axis diameter ≥10 mm were 84.2% and 66.7% for Reader 1 and 82.9% and 68.9% for Reader 2. Applying a short-axis-diameter ≥10-mm threshold followed by ADC cut-offs to normal-size 5- to 9-mm nodes resulted in sensitivity and specificity for Reader 1 of 88.8% and 60%, 92.1% and 56.7%, and 100% and 16.7%; and for Reader 2, 86.1% and 67.2%, 95.3% and 65.6%, and 100% and 19.7%; and ADC thresholds of <0.77, <1.15, and <1.79×10−3 mm2 s−1, respectively.

Conclusion

Nodal size measurement provides the best single classifier for nodal disease status in paediatric Hodgkin lymphoma. Combined short-axis diameter and ADC thresholds marginally improve sensitivity and drop specificity compared with size classification alone.
Literature
1.
go back to reference Le Dortz L, De Guibert S, Bayat S et al (2010) Diagnostic and prognostic impact of 18F-FDG PET/CT in follicular lymphoma. Eur J Nucl Med Mol Imaging 37:2307–2314CrossRefPubMed Le Dortz L, De Guibert S, Bayat S et al (2010) Diagnostic and prognostic impact of 18F-FDG PET/CT in follicular lymphoma. Eur J Nucl Med Mol Imaging 37:2307–2314CrossRefPubMed
2.
go back to reference Schöder H, Larson SM, Yeung HW (2004) PET/CT in oncology: integration into clinical management of lymphoma, melanoma, and gastrointestinal malignancies. J Nucl Med 45:72S–81SPubMed Schöder H, Larson SM, Yeung HW (2004) PET/CT in oncology: integration into clinical management of lymphoma, melanoma, and gastrointestinal malignancies. J Nucl Med 45:72S–81SPubMed
3.
go back to reference Pearce MS, Salotti JA, Little MP et al (2012) Radiation exposure from CT scans in childhood and subsequent risk of leukaemia and brain tumours: a retrospective cohort study. Lancet 380:499–505CrossRefPubMedPubMedCentral Pearce MS, Salotti JA, Little MP et al (2012) Radiation exposure from CT scans in childhood and subsequent risk of leukaemia and brain tumours: a retrospective cohort study. Lancet 380:499–505CrossRefPubMedPubMedCentral
4.
go back to reference Huang B, Law MW, Khong PL (2009) Whole-body PET/CT scanning: estimation of radiation dose and cancer risk. Radiology 251:166–174CrossRefPubMed Huang B, Law MW, Khong PL (2009) Whole-body PET/CT scanning: estimation of radiation dose and cancer risk. Radiology 251:166–174CrossRefPubMed
5.
go back to reference National Research Council (US) Committee to Assess Health Risks from Exposure to Low Levels of Ionizing Radiations (2006) Health risks from exposure to low levels of ionizing radiation: BEIR VII Phase 2. National Academies Press, Washington, DC National Research Council (US) Committee to Assess Health Risks from Exposure to Low Levels of Ionizing Radiations (2006) Health risks from exposure to low levels of ionizing radiation: BEIR VII Phase 2. National Academies Press, Washington, DC
7.
go back to reference Brody AS, Frush DP, Huda W et al (2007) Radiation risk to children from computed tomography. Pediatrics 120:677–682CrossRefPubMed Brody AS, Frush DP, Huda W et al (2007) Radiation risk to children from computed tomography. Pediatrics 120:677–682CrossRefPubMed
8.
go back to reference Jagadeesh D, Diefenbach C, Evens AM (2013) XII. Hodgkin lymphoma in older patients: challenges and opportunities to improve outcomes. Hematol Oncol 31:69–75CrossRefPubMed Jagadeesh D, Diefenbach C, Evens AM (2013) XII. Hodgkin lymphoma in older patients: challenges and opportunities to improve outcomes. Hematol Oncol 31:69–75CrossRefPubMed
9.
go back to reference Punwani S, Taylor SA, Bainbridge A et al (2010) Pediatric and adolescent lymphoma: comparison of whole-body STIR half-Fourier RARE MR imaging with an enhanced PET/CT reference for initial staging. Radiology 255:182–190CrossRefPubMed Punwani S, Taylor SA, Bainbridge A et al (2010) Pediatric and adolescent lymphoma: comparison of whole-body STIR half-Fourier RARE MR imaging with an enhanced PET/CT reference for initial staging. Radiology 255:182–190CrossRefPubMed
10.
go back to reference Littooij AS, Kwee TC, Barber I et al (2014) Whole-body MRI for initial staging of paediatric lymphoma: prospective comparison to an FDG-PET/CT-based reference standard. Eur Radiol 24:1153–1165CrossRefPubMed Littooij AS, Kwee TC, Barber I et al (2014) Whole-body MRI for initial staging of paediatric lymphoma: prospective comparison to an FDG-PET/CT-based reference standard. Eur Radiol 24:1153–1165CrossRefPubMed
11.
go back to reference Eustler EP, Khanna G (2016) Whole-body magnetic resonance imaging in children: technique and clinical applications. Pediatr Radiol 46:858–872CrossRef Eustler EP, Khanna G (2016) Whole-body magnetic resonance imaging in children: technique and clinical applications. Pediatr Radiol 46:858–872CrossRef
12.
go back to reference Punwani S, Taylor SA, Saad ZZ et al (2013) Diffusion-weighted MRI of lymphoma: prognostic utility and implications for PET/MRI? Eur J Nucl Med Mol Imaging 40:373–385CrossRefPubMed Punwani S, Taylor SA, Saad ZZ et al (2013) Diffusion-weighted MRI of lymphoma: prognostic utility and implications for PET/MRI? Eur J Nucl Med Mol Imaging 40:373–385CrossRefPubMed
13.
go back to reference Lin C, Luciani A, Itti E et al (2010) Whole-body diffusion-weighted magnetic resonance imaging with apparent diffusion coefficient mapping for staging patients with diffuse large B-cell lymphoma. Eur Radiol 20:2027–2038CrossRefPubMed Lin C, Luciani A, Itti E et al (2010) Whole-body diffusion-weighted magnetic resonance imaging with apparent diffusion coefficient mapping for staging patients with diffuse large B-cell lymphoma. Eur Radiol 20:2027–2038CrossRefPubMed
14.
go back to reference Holzapfel K, Duetsch S, Fauser C et al (2009) Value of diffusion-weighted MR imaging in the differentiation between benign and malignant cervical lymph nodes. Eur J Radiol 72:381–387CrossRefPubMed Holzapfel K, Duetsch S, Fauser C et al (2009) Value of diffusion-weighted MR imaging in the differentiation between benign and malignant cervical lymph nodes. Eur J Radiol 72:381–387CrossRefPubMed
15.
go back to reference King AD, Ahuja AT, Yeung DK et al (2007) Malignant cervical lymphadenopathy: diagnostic accuracy of diffusion-weighted MR imaging. Radiology 245:806–813CrossRefPubMed King AD, Ahuja AT, Yeung DK et al (2007) Malignant cervical lymphadenopathy: diagnostic accuracy of diffusion-weighted MR imaging. Radiology 245:806–813CrossRefPubMed
16.
go back to reference Schmidt GP, Reiser MF, Baur-Melnyk A (2009) Whole-body MRI for the staging and follow-up of patients with metastasis. Eur Radiol 70:393–400CrossRef Schmidt GP, Reiser MF, Baur-Melnyk A (2009) Whole-body MRI for the staging and follow-up of patients with metastasis. Eur Radiol 70:393–400CrossRef
17.
go back to reference Lassmann M, Biassoni L, Monsieurs M et al (2008) The new EANM paediatric dosage card: additional notes with respect to F-18. Eur J Nucl Med Mol Imaging 35:1666–1668CrossRefPubMed Lassmann M, Biassoni L, Monsieurs M et al (2008) The new EANM paediatric dosage card: additional notes with respect to F-18. Eur J Nucl Med Mol Imaging 35:1666–1668CrossRefPubMed
18.
go back to reference Latifoltojar A, Dikaios N, Ridout A et al (2015) Evolution of multi-parametric MRI quantitative parameters following transrectal ultrasound-guided biopsy of the prostate. Prostate Cancer Prostatic Dis 18:343–351CrossRefPubMedPubMedCentral Latifoltojar A, Dikaios N, Ridout A et al (2015) Evolution of multi-parametric MRI quantitative parameters following transrectal ultrasound-guided biopsy of the prostate. Prostate Cancer Prostatic Dis 18:343–351CrossRefPubMedPubMedCentral
19.
go back to reference Bland JM, Altman DG (1998) Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1:307–310 Bland JM, Altman DG (1998) Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1:307–310
20.
go back to reference Punwani S, Prakash V, Bainbridge A et al (2010) Quantitative diffusion weighted MRI: a functional biomarker of nodal disease in Hodgkin’s lymphoma. Cancer Biomarker 7:249–259CrossRef Punwani S, Prakash V, Bainbridge A et al (2010) Quantitative diffusion weighted MRI: a functional biomarker of nodal disease in Hodgkin’s lymphoma. Cancer Biomarker 7:249–259CrossRef
21.
go back to reference Ali TFT (2012) Neck lymph nodes: characterization with diffusion-weighted MRI. Egyptian J Radiol Nucl Med 43:173–181CrossRef Ali TFT (2012) Neck lymph nodes: characterization with diffusion-weighted MRI. Egyptian J Radiol Nucl Med 43:173–181CrossRef
22.
go back to reference Kwee TC, Ludwig I, Uiterwaal CS et al (2011) ADC measurements in the evaluation of lymph nodes in patients with non-Hodgkin lymphoma: feasibility study. MAGMA 24:1–8CrossRefPubMed Kwee TC, Ludwig I, Uiterwaal CS et al (2011) ADC measurements in the evaluation of lymph nodes in patients with non-Hodgkin lymphoma: feasibility study. MAGMA 24:1–8CrossRefPubMed
23.
go back to reference Perrone A, Guerrisi P, Izzo L et al (2011) Diffusion-weighted MRI in cervical lymph nodes: differentiation between benign and malignant lesions. Eur J Radiol 77:281–286CrossRefPubMed Perrone A, Guerrisi P, Izzo L et al (2011) Diffusion-weighted MRI in cervical lymph nodes: differentiation between benign and malignant lesions. Eur J Radiol 77:281–286CrossRefPubMed
24.
go back to reference Vandecaveye V, De Keyzer F, Vander Poorten V et al (2009) Head and neck squamous cell carcinoma: value of diffusion-weighted MR imaging for nodal staging. Radiology 251:134–146CrossRefPubMed Vandecaveye V, De Keyzer F, Vander Poorten V et al (2009) Head and neck squamous cell carcinoma: value of diffusion-weighted MR imaging for nodal staging. Radiology 251:134–146CrossRefPubMed
25.
go back to reference Kwee TC, Takahara T, Luijten PR, Nievelstein RA (2010) ADC measurements of lymph nodes: inter- and intra-observer reproducibility study and an overview of the literature. Eur J Radiol 75:215–220CrossRefPubMed Kwee TC, Takahara T, Luijten PR, Nievelstein RA (2010) ADC measurements of lymph nodes: inter- and intra-observer reproducibility study and an overview of the literature. Eur J Radiol 75:215–220CrossRefPubMed
26.
go back to reference Moreau B, Iannessi A, Hoog C, Beaumont H (2018) How reliable are ADC measurements? A phantom and clinical study of cervical lymph nodes. Eur Radiol 28:3362–3371CrossRefPubMedPubMedCentral Moreau B, Iannessi A, Hoog C, Beaumont H (2018) How reliable are ADC measurements? A phantom and clinical study of cervical lymph nodes. Eur Radiol 28:3362–3371CrossRefPubMedPubMedCentral
27.
go back to reference Semelka RC, Kelekis NL, Thomasson D et al (1996) HASTE MR imaging: description of technique and preliminary results in the abdomen. J Magn Reson Imaging 6:698–699CrossRefPubMed Semelka RC, Kelekis NL, Thomasson D et al (1996) HASTE MR imaging: description of technique and preliminary results in the abdomen. J Magn Reson Imaging 6:698–699CrossRefPubMed
28.
go back to reference Hoang JK, Vanka J, Ludwig BJ, Glastonbury CM (2013) Evaluation of cervical lymph nodes in head and neck cancer with CT and MRI: tips, traps, and a systematic approach. AJR Am J Roentgenol 200:W17–W25CrossRefPubMed Hoang JK, Vanka J, Ludwig BJ, Glastonbury CM (2013) Evaluation of cervical lymph nodes in head and neck cancer with CT and MRI: tips, traps, and a systematic approach. AJR Am J Roentgenol 200:W17–W25CrossRefPubMed
29.
go back to reference Ohno Y, Koyama H, Yoshikawa T et al (2011) N stage disease in patients with non–small cell lung cancer: efficacy of quantitative and qualitative assessment with STIR turbo spin-echo imaging, diffusion-weighted MR imaging, and fluorodeoxyglucose PET/CT. Radiology 261:605–615CrossRefPubMed Ohno Y, Koyama H, Yoshikawa T et al (2011) N stage disease in patients with non–small cell lung cancer: efficacy of quantitative and qualitative assessment with STIR turbo spin-echo imaging, diffusion-weighted MR imaging, and fluorodeoxyglucose PET/CT. Radiology 261:605–615CrossRefPubMed
30.
go back to reference Costelloe CM, Kundra V, Ma J et al (2012) Fast Dixon whole-body MRI for detecting distant cancer metastasis: a preliminary clinical study. J Magn Reson Imaging 35:399–408CrossRefPubMed Costelloe CM, Kundra V, Ma J et al (2012) Fast Dixon whole-body MRI for detecting distant cancer metastasis: a preliminary clinical study. J Magn Reson Imaging 35:399–408CrossRefPubMed
31.
go back to reference Latifoltojar A, Hall-Craggs M, Bainbridge A et al (2017) Whole-body MRI quantitative biomarkers are associated significantly with treatment response in patients with newly diagnosed symptomatic multiple myeloma following bortezomib induction. Eur Radiol 27:5325–5336CrossRefPubMedPubMedCentral Latifoltojar A, Hall-Craggs M, Bainbridge A et al (2017) Whole-body MRI quantitative biomarkers are associated significantly with treatment response in patients with newly diagnosed symptomatic multiple myeloma following bortezomib induction. Eur Radiol 27:5325–5336CrossRefPubMedPubMedCentral
32.
go back to reference Uslu L, Donig J, Link M et al (2015) Value of 18F-FDG PET and PET/CT for evaluation of pediatric malignancies. J Nucl Med 56:274–286CrossRefPubMed Uslu L, Donig J, Link M et al (2015) Value of 18F-FDG PET and PET/CT for evaluation of pediatric malignancies. J Nucl Med 56:274–286CrossRefPubMed
33.
go back to reference Celik A (2016) Effect of imaging parameters on the accuracy of apparent diffusion coefficient and optimization strategy. Diagn Interv Radiol 22:101–107CrossRefPubMed Celik A (2016) Effect of imaging parameters on the accuracy of apparent diffusion coefficient and optimization strategy. Diagn Interv Radiol 22:101–107CrossRefPubMed
34.
go back to reference Koh DM, Collins DJ, Orton MR (2011) Intravoxel incohorent motion in body diffusion-weighted MRI: reality and challenges. AJR Am J Roentgenol 196:1351–1361CrossRefPubMed Koh DM, Collins DJ, Orton MR (2011) Intravoxel incohorent motion in body diffusion-weighted MRI: reality and challenges. AJR Am J Roentgenol 196:1351–1361CrossRefPubMed
35.
go back to reference Barnes A, Alonzi R, Blackledge M et al (2018) UK quantitative WB-DWI technical workgroup: consensus meeting recommendations on optimisation, quality control, processing and analysis of quantitative whole-body diffusion-weighted imaging for cancer. Br J Radiol 91:20170577CrossRefPubMed Barnes A, Alonzi R, Blackledge M et al (2018) UK quantitative WB-DWI technical workgroup: consensus meeting recommendations on optimisation, quality control, processing and analysis of quantitative whole-body diffusion-weighted imaging for cancer. Br J Radiol 91:20170577CrossRefPubMed
Metadata
Title
Whole-body magnetic resonance imaging in paediatric Hodgkin lymphoma — evaluation of quantitative magnetic resonance metrics for nodal staging
Authors
Arash Latifoltojar
Paul D. Humphries
Leon J. Menezes
Athar Haroon
Stephen Daw
Ananth Shankar
Shonit Punwani
Publication date
01-09-2019
Publisher
Springer Berlin Heidelberg
Published in
Pediatric Radiology / Issue 10/2019
Print ISSN: 0301-0449
Electronic ISSN: 1432-1998
DOI
https://doi.org/10.1007/s00247-019-04463-9

Other articles of this Issue 10/2019

Pediatric Radiology 10/2019 Go to the issue