Literature DB >> 28960172

Resting-state functional magnetic resonance imaging for surgical planning in pediatric patients: a preliminary experience.

Jarod L Roland1, Natalie Griffin2, Carl D Hacker1, Ananth K Vellimana1, S Hassan Akbari1, Joshua S Shimony3, Matthew D Smyth1,4, Eric C Leuthardt1,5,6, David D Limbrick1,4.   

Abstract

OBJECTIVE Cerebral mapping for surgical planning and operative guidance is a challenging task in neurosurgery. Pediatric patients are often poor candidates for many modern mapping techniques because of inability to cooperate due to their immature age, cognitive deficits, or other factors. Resting-state functional MRI (rs-fMRI) is uniquely suited to benefit pediatric patients because it is inherently noninvasive and does not require task performance or significant cooperation. Recent advances in the field have made mapping cerebral networks possible on an individual basis for use in clinical decision making. The authors present their initial experience translating rs-fMRI into clinical practice for surgical planning in pediatric patients. METHODS The authors retrospectively reviewed cases in which the rs-fMRI analysis technique was used prior to craniotomy in pediatric patients undergoing surgery in their institution. Resting-state analysis was performed using a previously trained machine-learning algorithm for identification of resting-state networks on an individual basis. Network maps were uploaded to the clinical imaging and surgical navigation systems. Patient demographic and clinical characteristics, including need for sedation during imaging and use of task-based fMRI, were also recorded. RESULTS Twenty patients underwent rs-fMRI prior to craniotomy between December 2013 and June 2016. Their ages ranged from 1.9 to 18.4 years, and 12 were male. Five of the 20 patients also underwent task-based fMRI and one underwent awake craniotomy. Six patients required sedation to tolerate MRI acquisition, including resting-state sequences. Exemplar cases are presented including anatomical and resting-state functional imaging. CONCLUSIONS Resting-state fMRI is a rapidly advancing field of study allowing for whole brain analysis by a noninvasive modality. It is applicable to a wide range of patients and effective even under general anesthesia. The nature of resting-state analysis precludes any need for task cooperation. These features make rs-fMRI an ideal technology for cerebral mapping in pediatric neurosurgical patients. This review of the use of rs-fMRI mapping in an initial pediatric case series demonstrates the feasibility of utilizing this technique in pediatric neurosurgical patients. The preliminary experience presented here is a first step in translating this technique to a broader clinical practice.

Entities:  

Keywords:  AED = antiepileptic drug; BOLD = blood-oxygen level dependent; DCS = direct cortical stimulation; DTI = diffusion tensor imaging; ECoG = electrocorticography; MLP = multilayer perceptron; PACS = picture archiving and communication system; RSN = resting-state network; SEEG = stereoelectroencephalography; SMA = supplementary motor area; SMN = sensorimotor network; SSEP = somatosensory evoked potential; brain mapping; fMRI = functional MRI; functional MRI; multilayer perceptron; pediatric; resting state; rs-MRI = resting-state MRI; rs-fMRI = resting-state fMRI; surgical technique; t-fMRI = task-based fMRI

Mesh:

Year:  2017        PMID: 28960172      PMCID: PMC5952608          DOI: 10.3171/2017.6.PEDS1711

Source DB:  PubMed          Journal:  J Neurosurg Pediatr        ISSN: 1933-0707            Impact factor:   2.375


  33 in total

1.  Preoperative blood oxygen level-dependent functional magnetic resonance imaging in patients with primary brain tumors: clinical application and outcome.

Authors:  Asta Håberg; Kjell Arne Kvistad; Geirmund Unsgård; Olav Haraldseth
Journal:  Neurosurgery       Date:  2004-04       Impact factor: 4.654

2.  Resting-state functional connectivity reflects structural connectivity in the default mode network.

Authors:  Michael D Greicius; Kaustubh Supekar; Vinod Menon; Robert F Dougherty
Journal:  Cereb Cortex       Date:  2008-04-09       Impact factor: 5.357

3.  Electrocorticographic frequency alteration mapping for extraoperative localization of speech cortex.

Authors:  Melinda Wu; Kimberly Wisneski; Gerwin Schalk; Mohit Sharma; Jarod Roland; Jonathan Breshears; Charles Gaona; Eric C Leuthardt
Journal:  Neurosurgery       Date:  2010-02       Impact factor: 4.654

4.  Functional magnetic resonance imaging for presurgical evaluation of very young pediatric patients with epilepsy.

Authors:  Hillary Shurtleff; Molly Warner; Andrew Poliakov; Brian Bournival; Dennis W Shaw; Gisele Ishak; Tong Yang; Mahesh Karandikar; Russell P Saneto; Samuel R Browd; Jeffrey G Ojemann
Journal:  J Neurosurg Pediatr       Date:  2010-05       Impact factor: 2.375

5.  The Washington University Central Neuroimaging Data Archive.

Authors:  Jenny Gurney; Timothy Olsen; John Flavin; Mohana Ramaratnam; Kevin Archie; James Ransford; Rick Herrick; Lauren Wallace; Jeanette Cline; Will Horton; Daniel S Marcus
Journal:  Neuroimage       Date:  2015-10-09       Impact factor: 6.556

6.  Loss of resting interhemispheric functional connectivity after complete section of the corpus callosum.

Authors:  James M Johnston; S Neil Vaishnavi; Matthew D Smyth; Dongyang Zhang; Biyu J He; John M Zempel; Joshua S Shimony; Abraham Z Snyder; Marcus E Raichle
Journal:  J Neurosci       Date:  2008-06-18       Impact factor: 6.167

7.  Resting-state spontaneous fluctuations in brain activity: a new paradigm for presurgical planning using fMRI.

Authors:  Joshua S Shimony; Dongyang Zhang; James M Johnston; Michael D Fox; Abhik Roy; Eric C Leuthardt
Journal:  Acad Radiol       Date:  2009-05       Impact factor: 3.173

8.  Resting state network estimation in individual subjects.

Authors:  Eric C Leuthardt; Maurizio Corbetta; Carl D Hacker; Timothy O Laumann; Nicholas P Szrama; Antonello Baldassarre; Abraham Z Snyder
Journal:  Neuroimage       Date:  2013-06-02       Impact factor: 6.556

9.  Electrocorticographic frequency alteration mapping: a clinical technique for mapping the motor cortex.

Authors:  Eric C Leuthardt; Kai Miller; Nicholas R Anderson; Gerwin Schalk; Joshua Dowling; John Miller; Daniel W Moran; Jeff G Ojemann
Journal:  Neurosurgery       Date:  2007-04       Impact factor: 4.654

10.  Brain mapping in a patient with congenital blindness - a case for multimodal approaches.

Authors:  Jarod L Roland; Carl D Hacker; Jonathan D Breshears; Charles M Gaona; R Edward Hogan; Harold Burton; Maurizio Corbetta; Eric C Leuthardt
Journal:  Front Hum Neurosci       Date:  2013-07-31       Impact factor: 3.169

View more
  11 in total

1.  Mapping cognitive and emotional networks in neurosurgical patients using resting-state functional magnetic resonance imaging.

Authors:  Michael P Catalino; Shun Yao; Deborah L Green; Edward R Laws; Alexandra J Golby; Yanmei Tie
Journal:  Neurosurg Focus       Date:  2020-02-01       Impact factor: 4.047

Review 2.  Utility of MRI, PET, and ictal SPECT in presurgical evaluation of non-lesional pediatric epilepsy.

Authors:  Csaba Juhász; Flóra John
Journal:  Seizure       Date:  2019-05-11       Impact factor: 3.184

3.  Modeling motor task activation from resting-state fMRI using machine learning in individual subjects.

Authors:  Chen Niu; Alexander D Cohen; Xin Wen; Ziyi Chen; Pan Lin; Xin Liu; Bjoern H Menze; Benedikt Wiestler; Yang Wang; Ming Zhang
Journal:  Brain Imaging Behav       Date:  2021-02       Impact factor: 3.978

Review 4.  Awake brain surgery in children-review of the literature and state-of-the-art.

Authors:  Laura-Nanna Lohkamp; Carmine Mottolese; Alexandru Szathmari; Ludivine Huguet; Pierre-Aurelien Beuriat; Irène Christofori; Michel Desmurget; Federico Di Rocco
Journal:  Childs Nerv Syst       Date:  2019-08-03       Impact factor: 1.475

5.  Prediction of postoperative deficits using an improved diffusion-weighted imaging maximum a posteriori probability analysis in pediatric epilepsy surgery.

Authors:  Min-Hee Lee; Nolan B O'Hara; Yasuo Nakai; Aimee F Luat; Csaba Juhasz; Sandeep Sood; Eishi Asano; Jeong-Won Jeong
Journal:  J Neurosurg Pediatr       Date:  2019-02-22       Impact factor: 2.713

6.  Novel diffusion tractography methodology using Kalman filter prediction to improve preoperative benefit-risk analysis in pediatric epilepsy surgery.

Authors:  Min-Hee Lee; Nolan B O'Hara; Hirotaka Motoi; Aimee F Luat; Csaba Juhász; Sandeep Sood; Eishi Asano; Jeong-Won Jeong
Journal:  J Neurosurg Pediatr       Date:  2019-07-05       Impact factor: 2.713

7.  Resting state networks of the canine brain under sevoflurane anaesthesia.

Authors:  Katrin M Beckmann; Adriano Wang-Leandro; Matthias Dennler; Ines Carrera; Henning Richter; Rima N Bektas; Aline Steiner; Sven Haller
Journal:  PLoS One       Date:  2020-04-17       Impact factor: 3.240

8.  Case Series of Applications of Resting State Functional MRI in Brain Tumor Surgery: A Novel Technique.

Authors:  Arpita Sahu; Vineeth Kurki; Antariksh Vijan; Amit Janu; Prakash Shetty; Aliasgar Moiyadi
Journal:  Indian J Radiol Imaging       Date:  2022-01-10

9.  Mapping language function with task-based vs. resting-state functional MRI.

Authors:  Ki Yun Park; John J Lee; Donna Dierker; Laura M Marple; Carl D Hacker; Jarod L Roland; Daniel S Marcus; Mikhail Milchenko; Michelle M Miller-Thomas; Tammie L Benzinger; Joshua S Shimony; Abraham Z Snyder; Eric C Leuthardt
Journal:  PLoS One       Date:  2020-07-31       Impact factor: 3.240

10.  Alterations in resting-state functional connectivity in pediatric patients with tuberous sclerosis complex.

Authors:  Oleg V Lobanov; Joshua S Shimony; Jeanette Kenley; Sydney Kaplan; Dimitrios Alexopoulos; Jarod L Roland; Matthew D Smyth; Christopher D Smyser
Journal:  Epilepsia Open       Date:  2021-08-03
View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.