Cargando…
Integration of resting state functional MRI into clinical practice - A large single institution experience
Functional magnetic resonance imaging (fMRI) is an important tool for pre-surgical evaluation of eloquent cortex. Classic task-based paradigms require patient participation and individual imaging sequence acquisitions for each functional domain that is being assessed. Resting state fMRI (rs-fMRI), h...
Autores principales: | , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6014724/ https://www.ncbi.nlm.nih.gov/pubmed/29933375 http://dx.doi.org/10.1371/journal.pone.0198349 |
_version_ | 1783334281203941376 |
---|---|
author | Leuthardt, Eric C. Guzman, Gloria Bandt, S. Kathleen Hacker, Carl Vellimana, Ananth K. Limbrick, David Milchenko, Mikhail Lamontagne, Pamela Speidel, Benjamin Roland, Jarod Miller-Thomas, Michelle Snyder, Abraham Z. Marcus, Daniel Shimony, Joshua Benzinger, Tammie L. S. |
author_facet | Leuthardt, Eric C. Guzman, Gloria Bandt, S. Kathleen Hacker, Carl Vellimana, Ananth K. Limbrick, David Milchenko, Mikhail Lamontagne, Pamela Speidel, Benjamin Roland, Jarod Miller-Thomas, Michelle Snyder, Abraham Z. Marcus, Daniel Shimony, Joshua Benzinger, Tammie L. S. |
author_sort | Leuthardt, Eric C. |
collection | PubMed |
description | Functional magnetic resonance imaging (fMRI) is an important tool for pre-surgical evaluation of eloquent cortex. Classic task-based paradigms require patient participation and individual imaging sequence acquisitions for each functional domain that is being assessed. Resting state fMRI (rs-fMRI), however, enables functional localization without patient participation and can evaluate numerous functional domains with a single imaging session. To date, post-processing of this resting state data has been resource intensive, which limits its widespread application for routine clinical use. Through a novel automated algorithm and advanced imaging IT structure, we report the clinical application and the large-scale integration of rs-fMRI into routine neurosurgical practice. One hundred and ninety one consecutive patients underwent a 3T rs-fMRI, 83 of whom also underwent both motor and language task-based fMRI. Data were processed using a novel, automated, multi-layer perceptron algorithm and integrated into stereotactic navigation using a streamlined IT imaging pipeline. One hundred eighty-five studies were performed for intracranial neoplasm, 14 for refractory epilepsy and 33 for vascular malformations or other neurological disorders. Failure rate of rs-fMRI of 13% was significantly better than that for task-based fMRI (38.5%,) (p <0.001). In conclusion, at Washington University in St. Louis, rs-fMRI has become an integral part of standard imaging for neurosurgical planning. Resting state fMRI can be used in all patients, and due to its lower failure rate than task-based fMRI, it is useful for patients who are unable to cooperate with task-based studies. |
format | Online Article Text |
id | pubmed-6014724 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-60147242018-07-06 Integration of resting state functional MRI into clinical practice - A large single institution experience Leuthardt, Eric C. Guzman, Gloria Bandt, S. Kathleen Hacker, Carl Vellimana, Ananth K. Limbrick, David Milchenko, Mikhail Lamontagne, Pamela Speidel, Benjamin Roland, Jarod Miller-Thomas, Michelle Snyder, Abraham Z. Marcus, Daniel Shimony, Joshua Benzinger, Tammie L. S. PLoS One Research Article Functional magnetic resonance imaging (fMRI) is an important tool for pre-surgical evaluation of eloquent cortex. Classic task-based paradigms require patient participation and individual imaging sequence acquisitions for each functional domain that is being assessed. Resting state fMRI (rs-fMRI), however, enables functional localization without patient participation and can evaluate numerous functional domains with a single imaging session. To date, post-processing of this resting state data has been resource intensive, which limits its widespread application for routine clinical use. Through a novel automated algorithm and advanced imaging IT structure, we report the clinical application and the large-scale integration of rs-fMRI into routine neurosurgical practice. One hundred and ninety one consecutive patients underwent a 3T rs-fMRI, 83 of whom also underwent both motor and language task-based fMRI. Data were processed using a novel, automated, multi-layer perceptron algorithm and integrated into stereotactic navigation using a streamlined IT imaging pipeline. One hundred eighty-five studies were performed for intracranial neoplasm, 14 for refractory epilepsy and 33 for vascular malformations or other neurological disorders. Failure rate of rs-fMRI of 13% was significantly better than that for task-based fMRI (38.5%,) (p <0.001). In conclusion, at Washington University in St. Louis, rs-fMRI has become an integral part of standard imaging for neurosurgical planning. Resting state fMRI can be used in all patients, and due to its lower failure rate than task-based fMRI, it is useful for patients who are unable to cooperate with task-based studies. Public Library of Science 2018-06-22 /pmc/articles/PMC6014724/ /pubmed/29933375 http://dx.doi.org/10.1371/journal.pone.0198349 Text en © 2018 Leuthardt et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Leuthardt, Eric C. Guzman, Gloria Bandt, S. Kathleen Hacker, Carl Vellimana, Ananth K. Limbrick, David Milchenko, Mikhail Lamontagne, Pamela Speidel, Benjamin Roland, Jarod Miller-Thomas, Michelle Snyder, Abraham Z. Marcus, Daniel Shimony, Joshua Benzinger, Tammie L. S. Integration of resting state functional MRI into clinical practice - A large single institution experience |
title | Integration of resting state functional MRI into clinical practice - A large single institution experience |
title_full | Integration of resting state functional MRI into clinical practice - A large single institution experience |
title_fullStr | Integration of resting state functional MRI into clinical practice - A large single institution experience |
title_full_unstemmed | Integration of resting state functional MRI into clinical practice - A large single institution experience |
title_short | Integration of resting state functional MRI into clinical practice - A large single institution experience |
title_sort | integration of resting state functional mri into clinical practice - a large single institution experience |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6014724/ https://www.ncbi.nlm.nih.gov/pubmed/29933375 http://dx.doi.org/10.1371/journal.pone.0198349 |
work_keys_str_mv | AT leuthardtericc integrationofrestingstatefunctionalmriintoclinicalpracticealargesingleinstitutionexperience AT guzmangloria integrationofrestingstatefunctionalmriintoclinicalpracticealargesingleinstitutionexperience AT bandtskathleen integrationofrestingstatefunctionalmriintoclinicalpracticealargesingleinstitutionexperience AT hackercarl integrationofrestingstatefunctionalmriintoclinicalpracticealargesingleinstitutionexperience AT vellimanaananthk integrationofrestingstatefunctionalmriintoclinicalpracticealargesingleinstitutionexperience AT limbrickdavid integrationofrestingstatefunctionalmriintoclinicalpracticealargesingleinstitutionexperience AT milchenkomikhail integrationofrestingstatefunctionalmriintoclinicalpracticealargesingleinstitutionexperience AT lamontagnepamela integrationofrestingstatefunctionalmriintoclinicalpracticealargesingleinstitutionexperience AT speidelbenjamin integrationofrestingstatefunctionalmriintoclinicalpracticealargesingleinstitutionexperience AT rolandjarod integrationofrestingstatefunctionalmriintoclinicalpracticealargesingleinstitutionexperience AT millerthomasmichelle integrationofrestingstatefunctionalmriintoclinicalpracticealargesingleinstitutionexperience AT snyderabrahamz integrationofrestingstatefunctionalmriintoclinicalpracticealargesingleinstitutionexperience AT marcusdaniel integrationofrestingstatefunctionalmriintoclinicalpracticealargesingleinstitutionexperience AT shimonyjoshua integrationofrestingstatefunctionalmriintoclinicalpracticealargesingleinstitutionexperience AT benzingertammiels integrationofrestingstatefunctionalmriintoclinicalpracticealargesingleinstitutionexperience |