Literature DB >> 32613027

Accounting for intraoperative brain shift ascribable to cavity collapse during intracranial tumor resection.

Saramati Narasimhan1, Jared A Weis2, Ma Luo3, Amber L Simpson4, Reid C Thompson1, Michael I Miga3.   

Abstract

Purpose: For many patients with intracranial tumors, accurate surgical resection is a mainstay of their treatment paradigm. During surgical resection, image guidance is used to aid in localization and resection. Intraoperative brain shift can invalidate these guidance systems. One cause of intraoperative brain shift is cavity collapse due to tumor resection, which will be referred to as "debulking." We developed an imaging-driven finite element model of debulking to create a comprehensive simulation data set to reflect possible intraoperative changes. The objective was to create a method to account for brain shift due to debulking for applications in image-guided neurosurgery. We hypothesized that accounting for tumor debulking in a deformation atlas data framework would improve brain shift predictions, which would enhance image-based surgical guidance. Approach: This was evaluated in a six-patient intracranial tumor resection intraoperative data set. The brain shift deformation atlas data framework consisted of n = 756 simulated deformations to account for effects due to gravity-induced and hyperosmotic drug-induced brain shift, which reflects previous developments. An additional complement of n = 84 deformations involving simulated tumor growth followed by debulking was created to capture observed intraoperative effects not previously included.
Results: In five of six patient cases evaluated, inclusion of debulking mechanics improved brain shift correction by capturing global mass effects resulting from the resected tumor. Conclusions: These findings suggest imaging-driven brain shift models used to create a deformation simulation data framework of observed intraoperative events can be used to assist in more accurate image-guided surgical navigation in the brain.
© 2020 Society of Photo-Optical Instrumentation Engineers (SPIE).

Entities:  

Keywords:  biomechanics; brain tumor; computational modeling; data science; finite element modeling; poroelastic

Year:  2020        PMID: 32613027      PMCID: PMC7306828          DOI: 10.1117/1.JMI.7.3.031506

Source DB:  PubMed          Journal:  J Med Imaging (Bellingham)        ISSN: 2329-4302


  41 in total

1.  An atlas-based method to compensate for brain shift: preliminary results.

Authors:  Prashanth Dumpuri; Reid C Thompson; Benoit M Dawant; A Cao; Michael I Miga
Journal:  Med Image Anal       Date:  2007-03-01       Impact factor: 8.545

2.  Serial intraoperative magnetic resonance imaging of brain shift.

Authors:  A Nabavi; P M Black; D T Gering; C F Westin; V Mehta; R S Pergolizzi; M Ferrant; S K Warfield; N Hata; R B Schwartz; W M Wells; R Kikinis; F A Jolesz
Journal:  Neurosurgery       Date:  2001-04       Impact factor: 4.654

Review 3.  CBTRUS Statistical Report: Primary Brain and Other Central Nervous System Tumors Diagnosed in the United States in 2011-2015.

Authors:  Quinn T Ostrom; Haley Gittleman; Gabrielle Truitt; Alexander Boscia; Carol Kruchko; Jill S Barnholtz-Sloan
Journal:  Neuro Oncol       Date:  2018-10-01       Impact factor: 12.300

4.  Clinical evaluation of a model-updated image-guidance approach to brain shift compensation: experience in 16 cases.

Authors:  Michael I Miga; Kay Sun; Ishita Chen; Logan W Clements; Thomas S Pheiffer; Amber L Simpson; Reid C Thompson
Journal:  Int J Comput Assist Radiol Surg       Date:  2015-10-17       Impact factor: 2.924

Review 5.  Brain shift in neuronavigation of brain tumors: A review.

Authors:  Ian J Gerard; Marta Kersten-Oertel; Kevin Petrecca; Denis Sirhan; Jeffery A Hall; D Louis Collins
Journal:  Med Image Anal       Date:  2016-08-24       Impact factor: 8.545

6.  A multivariate analysis of 416 patients with glioblastoma multiforme: prognosis, extent of resection, and survival.

Authors:  M Lacroix; D Abi-Said; D R Fourney; Z L Gokaslan; W Shi; F DeMonte; F F Lang; I E McCutcheon; S J Hassenbusch; E Holland; K Hess; C Michael; D Miller; R Sawaya
Journal:  J Neurosurg       Date:  2001-08       Impact factor: 5.115

7.  Retrospective study comparing model-based deformation correction to intraoperative magnetic resonance imaging for image-guided neurosurgery.

Authors:  Ma Luo; Sarah F Frisken; Jared A Weis; Logan W Clements; Prashin Unadkat; Reid C Thompson; Alexandra J Golby; Michael I Miga
Journal:  J Med Imaging (Bellingham)       Date:  2017-09-13

Review 8.  Surgical resection of malignant gliomas-role in optimizing patient outcome.

Authors:  Ilker Y Eyüpoglu; Michael Buchfelder; Nic E Savaskan
Journal:  Nat Rev Neurol       Date:  2013-01-29       Impact factor: 42.937

Review 9.  Neuronavigation in the surgical management of brain tumors: current and future trends.

Authors:  Daniel A Orringer; Alexandra Golby; Ferenc Jolesz
Journal:  Expert Rev Med Devices       Date:  2012-09       Impact factor: 3.166

10.  Non-rigid registration of 3D ultrasound for neurosurgery using automatic feature detection and matching.

Authors:  Inês Machado; Matthew Toews; Jie Luo; Prashin Unadkat; Walid Essayed; Elizabeth George; Pedro Teodoro; Herculano Carvalho; Jorge Martins; Polina Golland; Steve Pieper; Sarah Frisken; Alexandra Golby; William Wells
Journal:  Int J Comput Assist Radiol Surg       Date:  2018-06-04       Impact factor: 2.924

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  1 in total

1.  Impact of brain shift on neural pathways in deep brain stimulation: a preliminary analysis via multi-physics finite element models.

Authors:  Ma Luo; Saramati Narasimhan; Paul S Larson; Alastair J Martin; Peter E Konrad; Michael I Miga
Journal:  J Neural Eng       Date:  2021-04-06       Impact factor: 5.043

  1 in total

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