Skip to main navigation Skip to search Skip to main content

Regional lung kinematics in an ovine model of acute respiratory distress syndrome under different ventilation strategies

Prathmesh Bhatt, Sunder Neelakantan, Emilio Mendiola, Congli Zeng, Marcos F. Vidal Melo, Reza Avazmohammadi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

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.

Original languageEnglish (US)
Title of host publicationMedical Imaging 2026
Subtitle of host publicationImage-Guided Procedures, Robotic Interventions, and Modeling
EditorsMaryam E. Rettmann, Pierre Jannin
PublisherSPIE
ISBN (Electronic)9781510697911
DOIs
StatePublished - Apr 2 2026
EventMedical Imaging 2026: Image-Guided Procedures, Robotic Interventions, and Modeling - Vancouver, Canada
Duration: Feb 15 2026Feb 19 2026

Publication series

NameProgress in Biomedical Optics and Imaging - Proceedings of SPIE
Volume13927
ISSN (Print)1605-7422
ISSN (Electronic)2410-9045

Conference

ConferenceMedical Imaging 2026: Image-Guided Procedures, Robotic Interventions, and Modeling
Country/TerritoryCanada
CityVancouver
Period2/15/262/19/26

Keywords

  • acute respiratory distress syndrome (ARDS)
  • Advanced Normalization Tools (ANTs)
  • Computed Tomography (CT)
  • Lung kinematics
  • positive end-expiration pressure (PEEP)
  • Symmetric diffeomorphic registration (SyN)

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Atomic and Molecular Physics, and Optics
  • Biomaterials
  • Radiology Nuclear Medicine and imaging

Fingerprint

Dive into the research topics of 'Regional lung kinematics in an ovine model of acute respiratory distress syndrome under different ventilation strategies'. Together they form a unique fingerprint.

Cite this