pediatric brain mri: is axial t2-weighted imaging enough for a diagnosis? matthias w. wagner ¹,...

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Pediatric brain MRI: Is axial T2-weighted imaging enough for a diagnosis? Matthias W. Wagner ¹, Marinos Kontzialis ¹, Daniel Seeburg ¹, Steven E. Stern 2 , Alexander Oshmyansky 1,2 , Andrea Poretti ¹, Thierry A.G.M. Huisman ¹ ¹Section of Pediatric Neuroradiology, Division of Pediatric Radiology, Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, Baltimore, MD, USA; ²School of Mathematical Sciences, Faculty of Science and Engineering, Queensland University of Technology, Brisbane, QLD, Australia EP- 144 ASNR 53 rd Annual Meeting, Chicago, April 25-30, 2015

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Page 1: Pediatric brain MRI: Is axial T2-weighted imaging enough for a diagnosis? Matthias W. Wagner ¹, Marinos Kontzialis ¹, Daniel Seeburg ¹, Steven E. Stern

Pediatric brain MRI: Is axial T2-weighted imaging enough for a diagnosis?

Matthias W. Wagner ¹, Marinos Kontzialis ¹, Daniel Seeburg ¹, Steven E. Stern 2, Alexander Oshmyansky 1,2, Andrea Poretti ¹,

Thierry A.G.M. Huisman ¹¹Section of Pediatric Neuroradiology, Division of Pediatric Radiology, Russell H. Morgan

Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, Baltimore, MD, USA; ²School of Mathematical Sciences, Faculty of Science and

Engineering, Queensland University of Technology, Brisbane, QLD, Australia

EP-144

ASNR 53rd Annual Meeting, Chicago, April 25-30, 2015

Page 2: Pediatric brain MRI: Is axial T2-weighted imaging enough for a diagnosis? Matthias W. Wagner ¹, Marinos Kontzialis ¹, Daniel Seeburg ¹, Steven E. Stern

Disclosure

We have nothing to disclose No relevant financial relations interfering

with the presentation

Page 3: Pediatric brain MRI: Is axial T2-weighted imaging enough for a diagnosis? Matthias W. Wagner ¹, Marinos Kontzialis ¹, Daniel Seeburg ¹, Steven E. Stern

Introduction↑ financial constraints in health care

need for rapid imaging protocols Our experience: T2w images most helpful in

children: ↑ water content of pediatric brain ↑ signal/noise + contrast/noise ratio↑ anatomical resolution + ↑ high sensitivity for

many pediatric brain diseases Consequently: T2w images ↑ potential for an

initial screening tool in pediatric neuroradiology

Page 4: Pediatric brain MRI: Is axial T2-weighted imaging enough for a diagnosis? Matthias W. Wagner ¹, Marinos Kontzialis ¹, Daniel Seeburg ¹, Steven E. Stern

Purpose

To determine the sensitivity and specificity of axial T2 weighted images in the evaluation of pediatric brain MRI studies

Axial T2 Full studyversus

Page 5: Pediatric brain MRI: Is axial T2-weighted imaging enough for a diagnosis? Matthias W. Wagner ¹, Marinos Kontzialis ¹, Daniel Seeburg ¹, Steven E. Stern

Inclusion criteria

1. Age at MRI < 18 years

2. Consecutively acquired head MRIs at the Johns Hopkins Hospital only

3. Studies with final diagnoses confirmed by neuroimaging, laboratory tests, genetic analysis, and/or pathology

Page 6: Pediatric brain MRI: Is axial T2-weighted imaging enough for a diagnosis? Matthias W. Wagner ¹, Marinos Kontzialis ¹, Daniel Seeburg ¹, Steven E. Stern

Methods 1

1. Evaluation of axial T2 weighted images alone first diagnosis noted

2. Without time lapse: Evaluation of the full study second diagnosis notedDiagnoses noted as “normal” or “abnormal”Calculation of sensitivity and specificity for abnormal studies

Page 7: Pediatric brain MRI: Is axial T2-weighted imaging enough for a diagnosis? Matthias W. Wagner ¹, Marinos Kontzialis ¹, Daniel Seeburg ¹, Steven E. Stern

Methods 2 Standard of reference: final report of neuroradiology

attendings as available in the PACS

Three readers with different levels of experience Reader 1: 20 years pediatric neuroradiology Reader 2: neuroradiology fellow Reader 3: 4th year radiology resident

Readers were blinded for clinical diagnoses and study indication

161 children (6 children scanned twice) 167 studies per reader

Page 8: Pediatric brain MRI: Is axial T2-weighted imaging enough for a diagnosis? Matthias W. Wagner ¹, Marinos Kontzialis ¹, Daniel Seeburg ¹, Steven E. Stern

Results 1

Mean age of children: 7.44 ± 5.71 years

Standard of reference: 91 studies “abnormal” 76 studies “normal” Normal study: absence of any pathology

except sinus / mastoid effusion

Page 9: Pediatric brain MRI: Is axial T2-weighted imaging enough for a diagnosis? Matthias W. Wagner ¹, Marinos Kontzialis ¹, Daniel Seeburg ¹, Steven E. Stern

Results 2

All readers T2 Full study p-Value

Specificity 92.1% 90.4% 0.343

Sensitivity 83.2% 92.3% <0.001

NPV 82.0% 90.7%

PPV 92.7% 92.0%

Page 10: Pediatric brain MRI: Is axial T2-weighted imaging enough for a diagnosis? Matthias W. Wagner ¹, Marinos Kontzialis ¹, Daniel Seeburg ¹, Steven E. Stern

Results 3Individually T2 Full study p-Value

Reader 1(20 years)

Specificity 92.1% 93.4% 1.00

Sensitivity 87.9% 94.5% 0.041NPV 86.4% 93.4%

PPV 93.0% 94.5%

Reader 2(2 years)

Specificity 92.1% 92.1% 1.00

Sensitivity 84.6% 93.4% 0.013NPV 83.3% 92.1%

PPV 92.8% 93.4%

Reader 3(4th year resident)

Specificity 92.1% 85.5% 0.131

Sensitivity 76.9% 89.0% 0.003NPV 76.9% 86.7%

PPV 92.1% 88.0%

Page 11: Pediatric brain MRI: Is axial T2-weighted imaging enough for a diagnosis? Matthias W. Wagner ¹, Marinos Kontzialis ¹, Daniel Seeburg ¹, Steven E. Stern

Results 4

3 groups of false negative studies:

1. Group 1: lack of an additional plane Sagittal: Chiari 1 / hypoplastic corpus callosum

2. Group 2: lack of additional sequences DWI: acute stroke SWI/T2*: blood products

3. Group 3: limited reader experience

Page 12: Pediatric brain MRI: Is axial T2-weighted imaging enough for a diagnosis? Matthias W. Wagner ¹, Marinos Kontzialis ¹, Daniel Seeburg ¹, Steven E. Stern

False negatives on axial T2 Group 1: additional plane

Chiari malformation type 1Sagittal T1w

Tonsillar herniationAxial T2w

“Unremarkable”

Page 13: Pediatric brain MRI: Is axial T2-weighted imaging enough for a diagnosis? Matthias W. Wagner ¹, Marinos Kontzialis ¹, Daniel Seeburg ¹, Steven E. Stern

False negatives on axial T2 Group 2: additional sequences

Hemorrhagic diffuse axonal injuryAxial T2*w

Hypointense lesionsAxial T2w

Unremarkable

Page 14: Pediatric brain MRI: Is axial T2-weighted imaging enough for a diagnosis? Matthias W. Wagner ¹, Marinos Kontzialis ¹, Daniel Seeburg ¹, Steven E. Stern

False negatives on axial T2 Group 3: reader experience

Axial T2w: moyamoya disease

Axial T2w: systemic lupus with cerebral atrophy

Page 15: Pediatric brain MRI: Is axial T2-weighted imaging enough for a diagnosis? Matthias W. Wagner ¹, Marinos Kontzialis ¹, Daniel Seeburg ¹, Steven E. Stern

Results 5

Classification of 14 clinical indications in 2 groups: Group 1: acute clinical findings potentially immediate

consequences for patient care Group 2: non-acute clinical indications

4 false negative diagnoses in Group 1 (acute stroke, diffuse axonal injury, intraaxial hemorrhage)

2 non-acute clinical indications without misread on axial T2-screening (including >1 study):

1. Question of malformation 2. Follow-up for hypoxic-ischemic encephalopathy (HIE)

Page 16: Pediatric brain MRI: Is axial T2-weighted imaging enough for a diagnosis? Matthias W. Wagner ¹, Marinos Kontzialis ¹, Daniel Seeburg ¹, Steven E. Stern

Studies divided by indicationNumber of

studiesFalse negative studies on axial T2 only

Reader 1 Reader 2 Reader 3

Group 1: Acute clinical indication 191. Question of stroke 8 0 0 12. Question of tumor 7 0 0 03. Trauma 4 3 1 2

Group 2: Non-acute clinical indication 1484. Non-acute neurological findings 34 0 1 35. Tumor follow-up 26 3 4 46. Seizure correlate 19 1 3 37. Question of malformation 18 0 0 08. Malformation follow-up 18 2 2 49. Phakomatosis follow-up 12 2 2 210. Developmental delay 11 1 1 111. HIE follow-up 7 0 0 012. Infectious disease follow-up 1 0 0 013. Question of phakomatosis 1 0 0 014. Stroke follow-up 1 0 0 0

Page 17: Pediatric brain MRI: Is axial T2-weighted imaging enough for a diagnosis? Matthias W. Wagner ¹, Marinos Kontzialis ¹, Daniel Seeburg ¹, Steven E. Stern

Conclusion 1

1a. Axial T2-weighted images alone can identify abnormal studies with high reliability

1b. High level of experience further increases sensitivity and specificity

Page 18: Pediatric brain MRI: Is axial T2-weighted imaging enough for a diagnosis? Matthias W. Wagner ¹, Marinos Kontzialis ¹, Daniel Seeburg ¹, Steven E. Stern

Conclusion 22a. False negative results make introduction of

solitary axial T2-screening currently unfeasible

2b. Additional DWI + SWI sequences to a 3D- T2w sequence: ↑ imaging time, but still faster than standard protocols possible new screening tool in children with neurologic symptoms (as alternative to CT)