Development of a finite element-based injury metric for pulmonary contusion part I: model development and validation.

Pulmonary contusion is the most commonly identified thoracic soft tissue injury in an automobile crash and after blunt chest trauma and affects 10-17% of all trauma admissions. The mortality associated with pulmonary contusions is significant and is estimated to be 10-25%. Thus, there is a need to develop a finite element model based injury metric for pulmonary contusion for the purpose of predicting outcome. This will enable current and future finite element models of the lung to incorporate an understanding of how stress and strain may be related to contusion injuries. This study utilizes 14 impacts onto male Sprague-Dawley rats. In 5 of these tests, a calibrated weight (46 g) is dropped from a height of 44 cm directly onto the lungs of intubated, anesthetized rats in situ. Contused volume is estimated from MicroPET scans of the lung and normalized on the basis of liver uptake of 18F-FDG. The lungs are scanned at 24 hours, 7 days, and 28 days (15 scans), and the contused volume is measured. In addition, 9 controlled mechanical tests on in situ rat lung are used for model development and validation. Identical impacts are performed on a finite element model of the rat lung. The finite element model is developed from CT scans of normal rat and scaled to represent average rat lung volume. First principal strain is chosen as a candidate injury metric for pulmonary contusion. The volume of contused tissue at the three time points measured using PET is compared to the strain level achieved by a corresponding volume in the finite element model. For PET scans (n=5 scans per time point), the average contusion volume was 4.2 cm3 at 24 hours, 2.8 cm3 at 7 days, and 0.39 cm3 at 28 days. These volumes were used to identify threshold peak first principal strain levels measured by the finite element model. Maximum first principal strain from the finite element model for the three volume levels (4.2, 2.8, and 0.39 cm3) was 3.5%, 8.8%, and 35% strain, respectively. Furthermore, the lung model exhibited exponential decay in principal strain threshold as more of the lung volume was considered, correlating to the precise and well defined volume of the contusion as it healed. The results of this study may be used to establish an injury metric to predict pulmonary contusion due to an impact to the lungs. The results may be used to improve finite element models of the human body, which may then be used to tune stiffnesses of interior components of automobiles and tune safety systems for maximum mitigation of this serious injury.

[1]  David Gur,et al.  Automated lung segmentation in X-ray computed tomography: development and evaluation of a heuristic threshold-based scheme. , 2003, Academic radiology.

[2]  D C Viano,et al.  A viscous tolerance criterion for soft tissue injury assessment. , 1988, Journal of biomechanics.

[3]  M. Antonelli,et al.  Risk factors for early onset pneumonia in trauma patients. , 1994, Chest.

[4]  John M. Cavanaugh,et al.  The Biomechanics of Thoracic Trauma , 1993 .

[5]  S. Cohn,et al.  Pulmonary contusion: review of the clinical entity. , 1997, The Journal of trauma.

[6]  Timothy C Fabian,et al.  Acute Respiratory Distress Syndrome in Blunt Trauma: Identification of Independent Risk Factors , 2002, The American surgeon.

[7]  L. Kinzl,et al.  Cardiopulmonary, Histological, and Inflammatory Alterations After Lung Contusion in a Novel Mouse Model of Blunt Chest Trauma , 2003, Shock.

[8]  T. Fabian,et al.  Utility of Gram's stain and efficacy of quantitative cultures for posttraumatic pneumonia: a prospective study. , 1998, Annals of surgery.

[9]  Coates Ne,et al.  Pulmonary contusion: a collective review. , 1996 .

[10]  T. Fabian,et al.  ARDS after pulmonary contusion: accurate measurement of contusion volume identifies high-risk patients. , 2001, The Journal of trauma.

[11]  E. E. Ward,et al.  Computational and experimental models of the human torso for non-penetrating ballistic impact. , 2007, Journal of biomechanics.

[12]  F Scott Gayzik,et al.  The pathogenesis of pulmonary contusion: an open chest model in the rat. , 2006, The Journal of trauma.

[13]  H. Itoh,et al.  An automated method to assess the distribution of low attenuation areas on chest CT scans in chronic pulmonary emphysema patients. , 1994, Chest.

[14]  Y C Fung,et al.  A hypothesis on the mechanism of trauma of lung tissue subjected to impact load. , 1988, Journal of biomechanical engineering.

[15]  F Joel W-M Leong,et al.  Digital Imaging Applications in Anatomic Pathology , 2003, Advances in anatomic pathology.

[16]  A. Balci,et al.  Unilateral Post-Traumatic Pulmonary Contusion: Findings of a Review , 2004, Surgery Today.

[17]  M. Benjamin,et al.  Regional variations in human patellar trabecular architecture and the structure of the proximal patellar tendon enthesis , 2006, Journal of anatomy.

[18]  W. O. Crawford,et al.  Classification of parenchymal injuries of the lung. , 1988, Radiology.

[19]  E. E. Ward,et al.  Modeling the effect of non-penetrating ballistic impact as a means of detecting behind armor blunt trauma. , 2005, The Journal of trauma.

[20]  Ke Ma,et al.  [The application of digital photography with retroillumination for lens in cataract study]. , 2003, [Zhonghua yan ke za zhi] Chinese journal of ophthalmology.

[21]  J. Remmers,et al.  Comparative Quantitative Morphology of the Mammalian Lung: Diffusing Area , 1963, Nature.

[22]  E. Hammond,et al.  Blunt chest trauma: an experimental model for heart and lung contusion. , 2003, The Journal of trauma.

[23]  A. Leong,et al.  Digital imaging in pathology: theoretical and practical considerations, and applications. , 2004, Pathology.

[24]  Rolf H Eppinger,et al.  On the Development of the SIMon Finite Element Head Model. , 2003, Stapp car crash journal.

[25]  J. Guan,et al.  p27Kip1 and Cyclin D1 Are Necessary for Focal Adhesion Kinase Regulation of Cell Cycle Progression in Glioblastoma Cells Propagated in Vitro and in Vivo in the Scid Mouse Brain* , 2005, Journal of Biological Chemistry.

[26]  F Scott Gayzik,et al.  A finite element-based injury metric for pulmonary contusion: investigation of candidate metrics through correlation with computed tomography. , 2007, Stapp car crash journal.