Title: 6660: Whole-Body MRI in the Evaluation of Pediatric Malignancies
16660 Whole-Body MRI in the Evaluation of
Pediatric Malignancies
Marilyn J. Siegel, MD (Principle
Investigator) Fredric Hoffer, MD Suddhasatta
Acharyya, PhD Brad Wyly, MD Berry Siegel, MD
Alison Friedmann, MD, MSc
2ACRIN 6660 Whole-Body MRI in the Evaluation of
Pediatric Malignancies
- Biostatisticians
- Brad Snyder, MS
- Vincent Girardi, MS
- Lead Data Manager
- Jamie Downs
36660 Primary Aim
- Establish non-inferior diagnostic accuracy of
whole body MRI compared with conventional imaging
studies for detecting metastatic disease for use
in staging of common pediatric tumors
4ACRIN 6660 Study Overview
- Patients to undergo conventional studies
including - Scintigraphy (Bone, MIBG or gallium)
- Abdominal/Pelvic CT or MRI
- Chest CT (optional for neuroblastoma)
- FDG-PET (optional)
- Experimental Studies
- Whole-Body Fast MRI
5Inclusion Criteria
- Male or female gender
- 21 years or younger
- Suspected soft tissue sarcoma, Ewings sarcoma
family of tumors, neuroblastoma, Hodgkins
disease, and non-Hodgkins lymphoma. - Initial imaging completed in a timely fashion
- Final analysis only included above proven tumor
types
6Materials
- 192 patients enrolled
- 140 evaluable
- 51 with distant disease (or stage IV)
- 89 with lesser stage
- 70 selected for multi-reader study (35 with stage
4 solid tumor or advanced stage lymphoma) - 21 FDG PETs were included in conventional
imaging of the reader study
7Fast WBMRI Techniques
- Whole Body Imaging
- Vertex to toes
- Coronal plane images
- Body Coil
- Scans performed on a 1.5 T
- STIR
8STIR MR-Ewing Sarcoma
9Rhabdomyosarcoma
MRI
CT
Mass
Mass
Renal Metastasis
10Central Image Interpretation
- 10 readers for pretreatment conventional CT/MRI,
experimental WBMRI - 10 readers for pretreatment scintigraphy
- FDG-PET, bone scans, MIBG
- Readers initially blinded to had washout period
between conventional experimental imaging - 10 pairs of readers of conventional scintigraphy
cross sectional imaging had combined reports - All pretreatment studies assessed for distant
tumor extent
11Proof of truth committee determined distant
disease (usually stage 4)
- 4 oncologists, 1 pediatric radiologist
- Conventional imaging findings from primary
readers - Bone marrow biopsy
- CSF aspirates when available
- Additional confirmatory imaging
- Additional confirmatory biopsy
- 6 months of data to determine initial stage
12Determining the Primary Aim
- Reader study accuracy as area under ROC curve
(AUC) - Average AUC whole-body MRI (WBMRI) vs. average
AUC conventional imaging - To declare non-inferiority of WBMRI vs.
conventional imaging for detecting distant
disease, the expected 95 lower bound of the
confidence interval for AUC (WBMRI minus
conventional imaging) must be above 0.03 (closer
to zero)
13AUC for ROC analysis
- 70 cases (35-, 35)
- WBMRI
- 0.8291 empirical, 0.8436 parametric
- Conventional imaging
- 0.8676 empirical, 0.8896 parametric
14Results for primary aim
- The difference in AUC between the modalities The
95 confidence interval (CI) for WBMRI
Conventional Imaging - -0.0384 -0.1091, 0.0323 empirically
- -0.0461 -0.1195, 0.0274 parametrically
- The lower bound CI was not above -0.03
- WBMRI could not be declared non-inferior to
conventional imaging
15Search for reasons that WBMRI failed to achieve
non-inferiority
- WBMRI reader experience
- Lymphoma vs. other tumors
- Sensitivity
- Specificity
- Patient age
- Distant tumor size locations
16WBMRI Reader experience Empirical AUC
MRI reader pairs (5 each) WBMRI AUC Convent-ional AUC WBMRI Conventional 95 CI
Experienced 0.8441 0.8895 -0.0455 (-0.1452, 0.0542)
Less experienced 0.8142 0.8456 -0.0314 (-0.1357, 0.0730)
- The experienced MRI readers did better on both
WBMRI and conventional imaging readings.
17AUC as per tumor type
Empirical AUC WBMRI Average AUC Conventional Average AUC WBMRI Conven-tional 95 CI
Lymphoma 31 0.7060 0.8177 -0.1117 (-0.2305, 0.0070)
Solid tumor 39 0.9116 0.9078 0.0038 (-0.0694, 0.0772)
- There was a trend toward non-inferiority for
WBMRI to detect stage 4 solid tumors but the
sample size was not sufficient for statistical
significance.
18Average sensitivity
Tumor type Imaging Estimate 95 CI
Lymphoma WBMRI 0.5156 (0.4158, 0.6142)
Conv. 0.6308 (0.5444, 0.7095)
Solid tumor WBMRI 0.8652 (0.8055, 0.9087)
Conv. 0.8864 (0.8370, 0.9222)
- The average sensitivity for advanced stage
lymphoma was lower than stage 4 solid tumors for
both WBMRI conventional imaging (plt0.0001).
19Average specificity
Tumor type Imaging Estimate 95 CI
Lymphoma WBMRI 0.8323 (0.7523, 0.8902)
Conv. 0.8673 (0.7711, 0.9270)
Solid tumor WBMRI 0.8746 (0.8023, 0.9229)
Conv. 0.8588 (0.7578, 0.9220)
- Average specificity of WBMRI tended to be better
than conventional imaging for solid tumors but
not significantly
20Age of patient vs. WBMRI reading
Age of patient of patients Average WBMRI Sensitivity Average WBMRI Specificity
Age lt 2 yrs 17 0.7673 0.8856
Age gt 2 yrs 53 0.7282 0.8378
Significance of age difference (p0.5331) (p0.2404)
- This trend failed to suggested that the red
marrow of patients under age 2 was confused with
bone marrow tumor on WBMRI.
21Weighted averages of false negatives (FN) for
WBMRI reading (all missed lesions were lt1 cm)
FN location Lymphoma Solid tumor
Lung 52.38 36.67
Liver 12.69 33.33
Lymph node 7.94 43.33
Other 53.97 20.00
22False negative (FN) cases missed by gt5 of 10
readers by WBMRI or conventional imaging among 35
positive cases
Advanced Stage Location FN Cases gt5 WBMRI readers FN Cases gt5 conventional
Lung 5 2
Pleura 1 0
Chest wall 2 2
Lymph nodes 2 1
Liver 2 2
Skeletal only 1 3
CSF by LP 2 1
23False negative (FN) WBMRI conventional readings
in a subset of 13 of 35 cases missed by gt5
readers
Advanced Stage Location WBMRI FN reads Conventional FN reads
Lung 39 18
Pleura 6 1
Chest wall 16 14
Lymph nodes 14 12
Liver 17 17
Skeletal only 13 22
24Conclusion
- ACRIN 6660 failed to demonstrate that WBMRI with
STIR coronal imaging is not inferior to
conventional imaging for determining metastatic
pediatric malignancy -
- WBMRI had more false negatives than conventional
imaging due to lung metastases other lesions lt
1 cm - WBMRI trended to be as accurate more specific
than conventional imaging for determining solid
tumor metastases (but not for advanced lymphoma)
25Image Gently
- CT is the major source of radiation in diagnostic
radiology - Children are more susceptible than adults to
cancer after radiation exposure
26Diffusion weighted Whole Body MRI
- Whole-body diffusion-weighted imaging for staging
malignant lymphoma in children. Kwee TC, Takahara
T, Vermoolen MA, Bierings MB, Mali WP,
Nievelstein RA. Pediatr Radiol. 2010
Oct40(10)1592-602. - Whole-body MR imaging, bone diffusion imaging
how and why? Jaramillo D. Pediatr Radiol. 2010
Jun40(6)978-84.