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Babl FE, Lyttle MD, Phillips N, Kochar A, Dalton S, Cheek JA, Furyk J, Neutze J, Bressan S, Williams A, Hearps SJC, Oakley E, Davis GA, Dalziel SR, Borland ML. Mild traumatic brain injury in children with ventricular shunts: a PREDICT study. J Neurosurg Pediatr 2021; 27:196-202. [PMID: 33254139 DOI: 10.3171/2020.7.peds2090] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 07/01/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Current clinical decision rules (CDRs) guiding the use of CT scanning in pediatric traumatic brain injury (TBI) assessment generally exclude children with ventricular shunts (VSs). There is limited evidence as to the risk of abnormalities found on CT scans or clinically important TBI (ciTBI) in this population. The authors sought to determine the frequency of these outcomes and the presence of CDR predictor variables in children with VSs. METHODS The authors undertook a planned secondary analysis on children with VSs included in a prospective external validation of 3 CDRs for TBI in children presenting to 10 emergency departments in Australia and New Zealand. They analyzed differences in presenting features, management and acute outcomes (TBI on CT and ciTBI) between groups with and without VSs, and assessed the presence of CDR predictors in children with a VS. RESULTS A total of 35 of 20,137 children (0.2%) with TBI had a VS; only 2 had a Glasgow Coma Scale score < 15. Overall, 49% of patients with a VS underwent CT scanning compared with 10% of those without a VS. One patient had a finding of TBI on CT scanning, with positive predictor variables on CDRs. This patient had a ciTBI. No patient required neurosurgery. For children with and without a VS, the frequency of ciTBI was 2.9% (95% CI 0.1%-14.9%) compared with 1.4% (95% CI 1.2%-1.6%) (difference 1.5% [95% CI -4.0% to 7.0%]), and TBI on CT 2.9% (95% CI 0.1%-14.9%) compared with 2.0% (95% CI 1.8%-2.2%) (difference 0.9%, 95% CI -4.6% to 6.4%). CONCLUSIONS The authors' data provide further support that the risk of TBI is similar for children with and without a VS.
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Affiliation(s)
- Franz E Babl
- 1Emergency Department, Royal Children's Hospital, Melbourne
- 2Murdoch Children's Research Institute, Melbourne, Victoria, Australia
- 18Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Victoria, Australia
| | - Mark D Lyttle
- 2Murdoch Children's Research Institute, Melbourne, Victoria, Australia
- 3Emergency Department, Bristol Royal Hospital for Children, Bristol
- 4Faculty of Health and Life Sciences, University of the West of England, Bristol, United Kingdom
| | - Natalie Phillips
- 7Emergency Department, Queensland Children's Hospital, and Child Health Research Centre, Faculty of Medicine, The University of Queensland, South Brisbane
| | - Amit Kochar
- 8Emergency Department, Women's and Children's Hospital, Adelaide
| | - Sarah Dalton
- 9Emergency Department, The Children's Hospital at Westmead, Sydney
| | - John A Cheek
- 1Emergency Department, Royal Children's Hospital, Melbourne
- 2Murdoch Children's Research Institute, Melbourne, Victoria, Australia
- 10Emergency Department, Monash Medical Centre, Melbourne
- 18Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Victoria, Australia
| | - Jeremy Furyk
- 11Emergency Department, The Townsville Hospital, Townsville
- 12Emergency Department, University Hospital Geelong
- 13School of Medicine, Faculty of Health, Deakin University, Geelong, Victoria, Australia
| | - Jocelyn Neutze
- 14Emergency Department, KidzFirst Middlemore Hospital, Auckland, New Zealand
| | - Silvia Bressan
- 2Murdoch Children's Research Institute, Melbourne, Victoria, Australia
- 15Department of Women's and Children's Health, University of Padova, Italy
| | - Amanda Williams
- 2Murdoch Children's Research Institute, Melbourne, Victoria, Australia
| | | | - Ed Oakley
- 1Emergency Department, Royal Children's Hospital, Melbourne
- 2Murdoch Children's Research Institute, Melbourne, Victoria, Australia
- 18Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Victoria, Australia
| | - Gavin A Davis
- 2Murdoch Children's Research Institute, Melbourne, Victoria, Australia
| | - Stuart R Dalziel
- 16Emergency Department, Starship Children's Health, Auckland
- 17Departments of Surgery and Paediatrics, Child and Youth Health, University of Auckland, New Zealand; and
| | - Meredith L Borland
- 5Emergency Department, Perth Children's Hospital
- 6School of Medicine, Divisions of Emergency Medicine and Paediatrics, University of Western Australia, Perth
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Krishnan SR, Ray TR, Ayer AB, Ma Y, Gutruf P, Lee K, Lee JY, Wei C, Feng X, Ng B, Abecassis ZA, Murthy N, Stankiewicz I, Freudman J, Stillman J, Kim N, Young G, Goudeseune C, Ciraldo J, Tate M, Huang Y, Potts M, Rogers JA. Epidermal electronics for noninvasive, wireless, quantitative assessment of ventricular shunt function in patients with hydrocephalus. Sci Transl Med 2019; 10:10/465/eaat8437. [PMID: 30381410 DOI: 10.1126/scitranslmed.aat8437] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2018] [Accepted: 10/11/2018] [Indexed: 12/30/2022]
Abstract
Hydrocephalus is a common and costly neurological condition caused by the overproduction and/or impaired resorption of cerebrospinal fluid (CSF). The current standard of care, ventricular catheters (shunts), is prone to failure, which can result in nonspecific symptoms such as headaches, dizziness, and nausea. Current diagnostic tools for shunt failure such as computed tomography (CT), magnetic resonance imaging (MRI), radionuclide shunt patency studies (RSPSs), and ice pack-mediated thermodilution have disadvantages including high cost, poor accuracy, inconvenience, and safety concerns. Here, we developed and tested a noninvasive, skin-mounted, wearable measurement platform that incorporates arrays of thermal sensors and actuators for precise, continuous, or intermittent measurements of flow through subdermal shunts, without the drawbacks of other methods. Systematic theoretical and experimental benchtop studies demonstrate high performance across a range of practical operating conditions. Advanced electronics designs serve as the basis of a wireless embodiment for continuous monitoring based on rechargeable batteries and data transmission using Bluetooth protocols. Clinical studies involving five patients validate the sensor's ability to detect the presence of CSF flow (P = 0.012) and further distinguish between baseline flow, diminished flow, and distal shunt failure. Last, we demonstrate processing algorithms to translate measured data into quantitative flow rate. The sensor designs, fabrication schemes, wireless architectures, and patient trials reported here represent an advance in hydrocephalus diagnostics with ability to visualize flow in a simple, user-friendly mode, accessible to the physician and patient alike.
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Affiliation(s)
- Siddharth R Krishnan
- Frederick Seitz Materials Research Laboratory, Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.,Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Tyler R Ray
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Amit B Ayer
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Yinji Ma
- AML, Department of Engineering Mechanics, Interdisciplinary Research Center for Flexible Electronics Technology, Tsinghua University, Beijing 100084, China
| | - Philipp Gutruf
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
| | - KunHyuck Lee
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Jong Yoon Lee
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Chen Wei
- Departments of Civil and Environmental Engineering, Mechanical Engineering, and Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Xue Feng
- AML, Department of Engineering Mechanics, Interdisciplinary Research Center for Flexible Electronics Technology, Tsinghua University, Beijing 100084, China
| | - Barry Ng
- Frederick Seitz Materials Research Laboratory, Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Zachary A Abecassis
- Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Nikhil Murthy
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Izabela Stankiewicz
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Juliet Freudman
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Julia Stillman
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
| | - Natalie Kim
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
| | - Grace Young
- Frederick Seitz Materials Research Laboratory, Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Camille Goudeseune
- Beckman Institute, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - John Ciraldo
- Northwestern University Micro/Nano Fabrication Facility (NUFAB), Northwestern University, Evanston, IL 60208, USA
| | - Matthew Tate
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Yonggang Huang
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA.,Departments of Civil and Environmental Engineering, Mechanical Engineering, and Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Matthew Potts
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA. .,Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - John A Rogers
- Frederick Seitz Materials Research Laboratory, Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA. .,Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA.,Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.,Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
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Lee E, Goo HW, Lee JY. Age- and gender-specific estimates of cumulative CT dose over 5 years using real radiation dose tracking data in children. Pediatr Radiol 2015; 45:1282-92. [PMID: 25801905 DOI: 10.1007/s00247-015-3331-y] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2014] [Revised: 01/23/2015] [Accepted: 02/24/2015] [Indexed: 10/24/2022]
Abstract
BACKGROUND It is necessary to develop a mechanism to estimate and analyze cumulative radiation risks from multiple CT exams in various clinical scenarios in children. OBJECTIVE To identify major contributors to high cumulative CT dose estimates using actual dose-length product values collected for 5 years in children. MATERIALS AND METHODS Between August 2006 and July 2011 we reviewed 26,937 CT exams in 13,803 children. Among them, we included 931 children (median age 3.5 years, age range 0 days-15 years; M:F = 533:398) who had 5,339 CT exams. Each child underwent at least three CT scans and had accessible radiation dose reports. Dose-length product values were automatically extracted from DICOM files and we used recently updated conversion factors for age, gender, anatomical region and tube voltage to estimate CT radiation dose. We tracked the calculated CT dose estimates to obtain a 5-year cumulative value for each child. The study population was divided into three groups according to the cumulative CT dose estimates: high, ≥30 mSv; moderate, 10-30 mSv; and low, <10 mSv. We reviewed clinical data and CT protocols to identify major contributors to high and moderate cumulative CT dose estimates. RESULTS Median cumulative CT dose estimate was 5.4 mSv (range 0.5-71.1 mSv), and median number of CT scans was 4 (range 3-36). High cumulative CT dose estimates were most common in children with malignant tumors (57.9%, 11/19). High frequency of CT scans was attributed to high cumulative CT dose estimates in children with ventriculoperitoneal shunt (35 in 1 child) and malignant tumors (range 18-49). Moreover, high-dose CT protocols, such as multiphase abdomen CT (median 4.7 mSv) contributed to high cumulative CT dose estimates even in children with a low number of CT scans. CONCLUSION Disease group, number of CT scans, and high-dose CT protocols are major contributors to higher cumulative CT dose estimates in children.
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Affiliation(s)
- Eunsol Lee
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 138-736, Korea
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