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Bertocci G, Smalley C, Brown N, Dsouza R, Hilt B, Thompson A, Bertocci K, McKinsey K, Cory D, Pierce MC. Head biomechanics of video recorded falls involving children in a childcare setting. Sci Rep 2022; 12:8617. [PMID: 35597795 PMCID: PMC9124183 DOI: 10.1038/s41598-022-12489-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Accepted: 05/11/2022] [Indexed: 12/04/2022] Open
Abstract
The objective of this study was to characterize head biomechanics of video-recorded falls involving young children in a licensed childcare setting. Children 12 to < 36 months of age were observed using video monitoring during daily activities in a childcare setting (in classrooms and outdoor playground) to capture fall events. Sensors (SIM G) incorporated into headbands worn by the children were used to obtain head accelerations and velocities during falls. The SIM G device was activated when linear acceleration was ≥ 12 g. 174 video-recorded falls activated the SIM G device; these falls involved 31 children (mean age = 21.6 months ± 5.6 SD). Fall heights ranged from 0.1 to 1.2 m. Across falls, max linear head acceleration was 50.2 g, max rotational head acceleration was 5388 rad/s2, max linear head velocity was 3.8 m/s and max rotational head velocity was 21.6 rad/s. Falls with head impact had significantly higher biomechanical measures. There was no correlation between head acceleration and fall height. No serious injuries resulted from falls—only 1 child had a minor injury. In conclusion, wearable sensors enabled characterization of head biomechanics during video-recorded falls involving young children in a childcare setting. Falls in this setting did not result in serious injury.
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Affiliation(s)
- Gina Bertocci
- Department of Bioengineering, University of Louisville, Louisville, KY, USA.
| | - Craig Smalley
- Department of Bioengineering, University of Louisville, Louisville, KY, USA
| | - Nathan Brown
- Department of Bioengineering, University of Louisville, Louisville, KY, USA
| | - Raymond Dsouza
- Department of Bioengineering, University of Louisville, Louisville, KY, USA
| | - Bret Hilt
- Department of Bioengineering, University of Louisville, Louisville, KY, USA
| | - Angela Thompson
- Engineering Fundamentals Department, University of Louisville, Louisville, KY, USA
| | - Karen Bertocci
- Department of Bioengineering, University of Louisville, Louisville, KY, USA
| | - Keyonna McKinsey
- Department of Bioengineering, University of Louisville, Louisville, KY, USA
| | - Danielle Cory
- Department of Bioengineering, University of Louisville, Louisville, KY, USA
| | - Mary Clyde Pierce
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.,Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital, Chicago, IL, USA
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Injury Biomechanics of a Child’s Head: Problems, Challenges and Possibilities with a New aHEAD Finite Element Model. APPLIED SCIENCES-BASEL 2020. [DOI: 10.3390/app10134467] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Traumatic brain injury (TBI) is a major public health problem among children. The predominant causes of TBI in young children are motor vehicle accidents, firearm incidents, falls, and child abuse. The limitation of in vivo studies on the human brain has made the finite element modelling an important tool to study brain injury. Numerical models based on the finite element approach can provide valuable data on biomechanics of brain tissues and help explain many pathological conditions. This work reviews the existing numerical models of a child’s head. However, the existing literature is very limited in reporting proper geometric representation of a small child’s head. Therefore, an advanced 2-year-old child’s head model, named aHEAD 2yo (aHEAD: advanced Head models for safety Enhancement And medical Development), has been developed, which advances the state-of-the-art. The model is one of the first published in the literature, which entirely consists of hexahedral elements for three-dimensional (3D) structures of the head, such as the cerebellum, skull, and cerebrum with detailed geometry of gyri and sulci. It includes cerebrospinal fluid as Smoothed Particle Hydrodynamics (SPH) and a detailed model of pressurized bringing veins. Moreover, the presented review of the literature showed that material models for children are now one of the major limitations. There is also no unambiguous opinion as to the use of separate materials for gray and white matter. Thus, this work examines the impact of various material models for the brain on the biomechanical response of the brain tissues during the mechanical loading described by Hardy et al. The study compares the inhomogeneous models with the separation of gray and white matter against the homogeneous models, i.e., without the gray/white matter separation. The developed model along with its verification aims to establish a further benchmark in finite element head modelling for children and can potentially provide new insights into injury mechanisms.
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Hajiaghamemar M, Lan IS, Christian CW, Coats B, Margulies SS. Infant skull fracture risk for low height falls. Int J Legal Med 2019; 133:847-862. [PMID: 30194647 PMCID: PMC6469693 DOI: 10.1007/s00414-018-1918-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2018] [Accepted: 08/16/2018] [Indexed: 11/05/2022]
Abstract
Skull fractures are common injuries in young children, typically caused by accidental falls and child abuse. The paucity of detailed biomechanical data from real-world trauma in children has hampered development of biomechanical thresholds for skull fracture in infants. The objectives of this study were to identify biomechanical metrics to predict skull fracture, determine threshold values associated with fracture, and develop skull fracture risk curves for low-height falls in infants. To achieve these objectives, we utilized an integrated approach consisting of case evaluation, anthropomorphic reconstruction, and finite element simulation. Four biomechanical candidates for predicting skull fracture were identified (first principal stress, first principal strain, shear stress, and von Mises stress) and evaluated against well-witnessed falls in infants (0-6 months). Among the predictor candidates, first principal stress and strain correlated best with the occurrence of parietal skull fracture. The principal stress and strain thresholds associated with 50 and 95% probability of parietal skull fracture were 25.229 and 36.015 MPa and 0.0464 and 0.0699, respectively. Risk curves using these predictors determined that infant falls from 0.3 m had a low probability (0-54%) to result in parietal skull fracture, particularly with carpet impact (0-1%). Head-first falls from 0.9 m had a high probability of fracture (86-100%) for concrete impact and a moderate probability (34-81%) for carpet impact. Probabilities of fracture in 0.6 m falls were dependent on impact surface. Occipital impacts from 0.9 m onto the concrete also had the potential (27-90% probability) to generate parietal skull fracture. These data represent a multi-faceted biomechanical assessment of infant skull fracture risk and can assist in the differential diagnosis for head trauma in children.
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Affiliation(s)
- Marzieh Hajiaghamemar
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, U.A. Whitaker Building, 313 Ferst Drive, Suite 2116, Atlanta, GA 30332-0535 USA
| | - Ingrid S. Lan
- Department of Bioengineering, Stanford University, Shriram Center, 443 Via Ortega, Rm. 119, Stanford, CA 94305 USA
| | - Cindy W. Christian
- Department of Pediatrics, Children’s Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Center Blvd, Philadelphia, PA 191044399 USA
| | - Brittany Coats
- Department of Mechanical Engineering, University of Utah, 1495 E. 100 Street, 1550 MEK, Salt Lake City, UT 84112 USA
| | - Susan S. Margulies
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, U.A. Whitaker Building, 313 Ferst Drive, Suite 2116, Atlanta, GA 30332-0535 USA
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Li X, Sandler H, Kleiven S. Infant skull fractures: Accident or abuse? Forensic Sci Int 2019; 294:173-182. [DOI: 10.1016/j.forsciint.2018.11.008] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2017] [Revised: 10/18/2018] [Accepted: 11/08/2018] [Indexed: 11/28/2022]
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Li X, Kleiven S. Improved safety standards are needed to better protect younger children at playgrounds. Sci Rep 2018; 8:15061. [PMID: 30305685 PMCID: PMC6180095 DOI: 10.1038/s41598-018-33393-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2018] [Accepted: 09/25/2018] [Indexed: 02/05/2023] Open
Abstract
Playground-related traumatic brain injuries (TBIs) in children remain a considerable problem world-wide and current safety standards are being questioned due to historical reasons where the injury thresholds had been perpetuated from automobile industry. Here we investigated head injury mechanisms due to falls on playgrounds using a previously developed and validated age-scalable and positionable whole body child model impacted at front, back and side of the head simulating head-first falls from 1.59 meters (m). The results show that a playground material passing the current testing standards (HIC < 1000 and resultant linear acceleration <200 g) resulted in maximum strain in the brain higher than known injury thresholds, thus not offering sufficient protection especially for younger children. The analysis highlights the age dependence of head injuries in children due to playground falls and the youngest have a higher risk of brain injury and skull fracture. Further, the results provide the first biomechanical evidence guiding age-dependent injury thresholds for playground testing standards. The results also have direct implications for novel designs of playground materials for a better protection of children from TBIs. Only making the playground material thicker and more compliant is not sufficient. This study represents the first initiative of using full body human body models of children as a new tool to improve playground testing standards and to better protect the children at playgrounds.
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Affiliation(s)
- Xiaogai Li
- Division of Neuronic Engineering, Department of Biomedical Engineering and Health Systems, KTH Royal Institute of Technology, Huddinge, 141 52, Sweden
| | - Svein Kleiven
- Division of Neuronic Engineering, Department of Biomedical Engineering and Health Systems, KTH Royal Institute of Technology, Huddinge, 141 52, Sweden.
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Lee JK, Brady KM, Deutsch N. The Anesthesiologist's Role in Treating Abusive Head Trauma. Anesth Analg 2017; 122:1971-82. [PMID: 27195639 DOI: 10.1213/ane.0000000000001298] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Abusive head trauma (AHT) is the most common cause of severe traumatic brain injury (TBI) in infants and the leading cause of child abuse-related deaths. For reasons that remain unclear, mortality rates after moderate AHT rival those of severe nonintentional TBI. The vulnerability of the developing brain to injury may be partially responsible for the poor outcomes observed after AHT. AHT is mechanistically more complex than nonintentional TBI. The acute-on-chronic nature of the trauma along with synergistic injury mechanisms that include rapid rotation of the brain, diffuse axonal injury, blunt force trauma, and hypoxia-ischemia make AHT challenging to treat. The anesthesiologist must understand the complex injury mechanisms inherent to AHT, as well as the pediatric TBI treatment guidelines, to decrease the risk of persistent neurologic disability and death. In this review, we discuss the epidemiology of AHT, differences between AHT and nonintentional TBI, the severe pediatric TBI treatment guidelines in the context of AHT, anesthetic considerations, and ethical and legal reporting requirements.
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Affiliation(s)
- Jennifer K Lee
- From the *Department of Anesthesiology and Critical Care Medicine, Division of Pediatric Anesthesiology, Johns Hopkins University, Baltimore, Maryland; †Department of Pediatrics, Anesthesia, and Critical Care, Texas Children's Hospital, Baylor College of Medicine, Houston, Texas; and ‡Departments of Anesthesiology and Pediatrics, Children's National Health System, Washington DC
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Post A, Hoshizaki TB, Zemek R, Gilchrist MD, Koncan D, Dawson L, Chen W, Ledoux AA. Pediatric concussion: biomechanical differences between outcomes of transient and persistent (> 4 weeks) postconcussion symptoms. J Neurosurg Pediatr 2017; 19:641-651. [PMID: 28347202 DOI: 10.3171/2016.11.peds16383] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Currently, little is known about the biomechanics of head impact for concussion in youths (ages 5 to 18 years). Even less is known about the biomechanical characteristics and variables related to head impacts that may be useful in differentiating between transient and persistent postconcussion symptoms in a youth population. The purpose of this research was to examine the differences in biomechanics of youth head impact for transient postconcussion symptoms (TPCSs) and persistent postconcussion symptoms (PPCSs) by using data from a hospital population. METHODS In a laboratory setting and using physical, computational, and finite element models, the authors reconstructed falling events in a large cohort of patients who had sustained a brain injury that resulted in transient or persistent postconcussion symptoms. The falling events and resulting concussions for the TPCS and PPCS patient groups were analyzed in terms of force, energy, peak resultant linear and rotational accelerations, and maximum principal strain in the gray and white matter of the brain, as well as measurements of cumulative strain damage. RESULTS The results indicated that there were no significant differences between the groups for any of the variables analyzed. CONCLUSIONS With methods derived for use in an adult population, the magnitudes of peak linear acceleration for the youth data set were determined to be above the 50% risk of injury. The youth data set showed higher brain tissue strain responses for lower energy and impact velocities than measured in adults, suggesting that youths are at higher risk of concussive injury at lower event severities. A trend shown by some variables indicated that larger magnitudes of response were associated with PPCSs, but no single measurement variable consistently differentiated between the TPCS and PPCS groups. It is possible that using the biomechanics of head and brain responses to predict a subjective symptom load may not be appropriate. To enhance future biomechanical analyses, further investigations should include the use of quantifiable measures of brain injury linked to clinical outcomes and possible confounding factors such as history of brain injury and patient predisposition.
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Affiliation(s)
- Andrew Post
- Children's Hospital of Eastern Ontario Research Institute, Ottawa.,Human Kinetics, University of Ottawa, Ontario, Canada ; and
| | | | - Roger Zemek
- Children's Hospital of Eastern Ontario Research Institute, Ottawa
| | - Michael D Gilchrist
- School of Mechanical & Materials Engineering, University College Dublin, Ireland
| | - David Koncan
- Human Kinetics, University of Ottawa, Ontario, Canada ; and
| | - Lauren Dawson
- Human Kinetics, University of Ottawa, Ontario, Canada ; and
| | - Wesley Chen
- Human Kinetics, University of Ottawa, Ontario, Canada ; and
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Coats B, Binenbaum G, Smith C, Peiffer RL, Christian CW, Duhaime AC, Margulies SS. Cyclic Head Rotations Produce Modest Brain Injury in Infant Piglets. J Neurotrauma 2016; 34:235-247. [PMID: 26953505 DOI: 10.1089/neu.2015.4352] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Repetitive back-and-forth head rotation from vigorous shaking is purported to be a central mechanism responsible for diffuse white matter injury, subdural hemorrhage, and retinal hemorrhage in some cases of abusive head trauma (AHT) in young children. Although animal studies have identified mechanisms of traumatic brain injury (TBI) associated with single rapid head acceleration-decelerations at levels experienced in a motor vehicle crash, few experimental studies have investigated TBI from repetitive head rotations. The objective of this study was to systematically investigate the post-injury pathological time-course after cyclic, low-velocity head rotations in the piglet and compare them with single head rotations. Injury metrics were the occurrence and extent of axonal injury (AI), extra-axial hemorrhage (EAH), red cell neuronal/axonal change (RCNAC), and ocular injury (OI). Hyperflexion/extension of the neck were purposefully avoided in the study, resulting in unscaled angular accelerations at the lower end of reported infant surrogate shaking kinematics. All findings were at the mild end of the injury spectrum, with no significant findings at 6 h post-injury. Cyclic head rotations, however, produced modest AI that significantly increased with time post-injury (p < 0.035) and had significantly greater amounts of RCNAC and EAH than noncyclic head rotations after 24 h post-injury (p < 0.05). No OI was observed. Future studies should investigate the contributions of additional physiological and mechanical features associated with AHT (e.g., hyperflexion/extension, increased intracranial pressure from crying or thoracic compression, and more than two cyclic episodes) to enhance our understanding of the causality between proposed mechanistic factors and AHT in infants.
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Affiliation(s)
- Brittany Coats
- 1 Department of Mechanical Engineering, University of Utah , Salt Lake City, Utah
| | - Gil Binenbaum
- 2 Department of Ophthalmology, Children's Hospital of Philadelphia , Philadelphia, Pennsylvania.,3 Department of Ophthalmology, University of Pennsylvania , Philadelphia, Pennsylvania
| | - Colin Smith
- 4 Department Pathology, Edinburgh University , Edinburgh, Scotland
| | - Robert L Peiffer
- 3 Department of Ophthalmology, University of Pennsylvania , Philadelphia, Pennsylvania
| | - Cindy W Christian
- 5 Department of Pediatrics, Children's Hospital of Philadelphia, University of Pennsylvania , Philadelphia, Pennsylvania
| | - Ann-Christine Duhaime
- 6 Department of Neurosurgery, Massachusetts General Hospital and Harvard University , Boston, Massachusetts
| | - Susan S Margulies
- 7 Department of Bioengineering, University of Pennsylvania , Philadelphia, Pennsylvania
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