TY - GEN
T1 - Regional lung kinematics in an ovine model of acute respiratory distress syndrome under different ventilation strategies
AU - Bhatt, Prathmesh
AU - Neelakantan, Sunder
AU - Mendiola, Emilio
AU - Zeng, Congli
AU - Vidal Melo, Marcos F.
AU - Avazmohammadi, Reza
N1 - Publisher Copyright:
© 2026 SPIE. All rights reserved.
PY - 2026/4/2
Y1 - 2026/4/2
N2 - This study characterizes regional lung kinematics through 4DCT in an ovine model of acute respiratory distress syndrome (ARDS) under two ventilation strategies: the ARDSNet low-stretch protocol and positive end-expiratory pressure individualized to maximal respiratory system compliance (PEEPCmax). Paired end-expiration (EE) and end-inspiration (EI) 4DCT scans from a surfactant-depletion lung injury sheep model were registered using a symmetric diffeomorphic algorithm in advanced normalization tools (ANTs) to compute voxelwise displacement fields. From these fields, we derived maps of regional volume change (J), a volume-independent distortion index (D), and cranio-caudal displacement. Both strategies produced broadly comparable whole-lung mean J at the whole-lung level, yet their spatial patterns diverged substantially. PEEPCmax strategy produced smooth, broadly distributed inflation following the diaphragm arc with coherent cranio-caudal motion, resulting 70.4% of voxels expanding between EE and EI whereas the ARDSNet low-stretch strategy produced fragmented displacement bands with only 60.1% expanding voxels, and elevated distortion concentrated at the boundaries of persistently collapsed tissue (median D = 1.154 versus 1.134 under PEEPCmax). Because mean J was nearly identical between strategies, the difference in distortion reveals that the lower PEEP under ARDSNet forced tissue at collapse boundaries into greater shape change to accommodate tidal volume into a smaller recruited fraction. Combining J and D distinguished regions of uniform aeration from those undergoing disproportionate shape change; heterogeneity that whole-lung surrogates such as tidal volume and driving pressure cannot resolve.
AB - This study characterizes regional lung kinematics through 4DCT in an ovine model of acute respiratory distress syndrome (ARDS) under two ventilation strategies: the ARDSNet low-stretch protocol and positive end-expiratory pressure individualized to maximal respiratory system compliance (PEEPCmax). Paired end-expiration (EE) and end-inspiration (EI) 4DCT scans from a surfactant-depletion lung injury sheep model were registered using a symmetric diffeomorphic algorithm in advanced normalization tools (ANTs) to compute voxelwise displacement fields. From these fields, we derived maps of regional volume change (J), a volume-independent distortion index (D), and cranio-caudal displacement. Both strategies produced broadly comparable whole-lung mean J at the whole-lung level, yet their spatial patterns diverged substantially. PEEPCmax strategy produced smooth, broadly distributed inflation following the diaphragm arc with coherent cranio-caudal motion, resulting 70.4% of voxels expanding between EE and EI whereas the ARDSNet low-stretch strategy produced fragmented displacement bands with only 60.1% expanding voxels, and elevated distortion concentrated at the boundaries of persistently collapsed tissue (median D = 1.154 versus 1.134 under PEEPCmax). Because mean J was nearly identical between strategies, the difference in distortion reveals that the lower PEEP under ARDSNet forced tissue at collapse boundaries into greater shape change to accommodate tidal volume into a smaller recruited fraction. Combining J and D distinguished regions of uniform aeration from those undergoing disproportionate shape change; heterogeneity that whole-lung surrogates such as tidal volume and driving pressure cannot resolve.
KW - acute respiratory distress syndrome (ARDS)
KW - Advanced Normalization Tools (ANTs)
KW - Computed Tomography (CT)
KW - Lung kinematics
KW - positive end-expiration pressure (PEEP)
KW - Symmetric diffeomorphic registration (SyN)
UR - https://www.scopus.com/pages/publications/105039239872
UR - https://www.scopus.com/inward/citedby.url?scp=105039239872&partnerID=8YFLogxK
U2 - 10.1117/12.3087795
DO - 10.1117/12.3087795
M3 - Conference contribution
AN - SCOPUS:105039239872
T3 - Progress in Biomedical Optics and Imaging - Proceedings of SPIE
BT - Medical Imaging 2026
A2 - Rettmann, Maryam E.
A2 - Jannin, Pierre
PB - SPIE
T2 - Medical Imaging 2026: Image-Guided Procedures, Robotic Interventions, and Modeling
Y2 - 15 February 2026 through 19 February 2026
ER -