Literature DB >> 26408860

Combining task-evoked and spontaneous activity to improve pre-operative brain mapping with fMRI.

Michael D Fox1, Tianyi Qian2, Joseph R Madsen3, Danhong Wang4, Meiling Li4, Manling Ge5, Huan-Cong Zuo6, David M Groppe7, Ashesh D Mehta8, Bo Hong9, Hesheng Liu10.   

Abstract

Noninvasive localization of brain function is used to understand and treat neurological disease, exemplified by pre-operative fMRI mapping prior to neurosurgical intervention. The principal approach for generating these maps relies on brain responses evoked by a task and, despite known limitations, has dominated clinical practice for over 20years. Recently, pre-operative fMRI mapping based on correlations in spontaneous brain activity has been demonstrated, however this approach has its own limitations and has not seen widespread clinical use. Here we show that spontaneous and task-based mapping can be performed together using the same pre-operative fMRI data, provide complimentary information relevant for functional localization, and can be combined to improve identification of eloquent motor cortex. Accuracy, sensitivity, and specificity of our approach are quantified through comparison with electrical cortical stimulation mapping in eight patients with intractable epilepsy. Broad applicability and reproducibility of our approach are demonstrated through prospective replication in an independent dataset of six patients from a different center. In both cohorts and every individual patient, we see a significant improvement in signal to noise and mapping accuracy independent of threshold, quantified using receiver operating characteristic curves. Collectively, our results suggest that modifying the processing of fMRI data to incorporate both task-based and spontaneous activity significantly improves functional localization in pre-operative patients. Because this method requires no additional scan time or modification to conventional pre-operative data acquisition protocols it could have widespread utility.
Copyright © 2015. Published by Elsevier Inc.

Entities:  

Mesh:

Year:  2015        PMID: 26408860      PMCID: PMC4831649          DOI: 10.1016/j.neuroimage.2015.09.030

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  60 in total

1.  Persistent default-mode network connectivity during light sedation.

Authors:  Michael D Greicius; Vesa Kiviniemi; Osmo Tervonen; Vilho Vainionpää; Seppo Alahuhta; Allan L Reiss; Vinod Menon
Journal:  Hum Brain Mapp       Date:  2008-07       Impact factor: 5.038

2.  Preoperative localization of the sensorimotor area using independent component analysis of resting-state fMRI.

Authors:  Salla-Maarit Kokkonen; Juha Nikkinen; Jukka Remes; Jussi Kantola; Tuomo Starck; Marianne Haapea; Juho Tuominen; Osmo Tervonen; Vesa Kiviniemi
Journal:  Magn Reson Imaging       Date:  2008-12-25       Impact factor: 2.546

3.  Location of language in the cortex: a comparison between functional MR imaging and electrocortical stimulation.

Authors:  D B FitzGerald; G R Cosgrove; S Ronner; H Jiang; B R Buchbinder; J W Belliveau; B R Rosen; R R Benson
Journal:  AJNR Am J Neuroradiol       Date:  1997-09       Impact factor: 3.825

4.  Reconfigurable task-dependent functional coupling modes cluster around a core functional architecture.

Authors:  Fenna M Krienen; B T Thomas Yeo; Randy L Buckner
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2014-10-05       Impact factor: 6.237

5.  Spontaneous and task-evoked brain activity negatively interact.

Authors:  Biyu J He
Journal:  J Neurosci       Date:  2013-03-13       Impact factor: 6.167

6.  Defining language networks from resting-state fMRI for surgical planning--a feasibility study.

Authors:  Yanmei Tie; Laura Rigolo; Isaiah H Norton; Raymond Y Huang; Wentao Wu; Daniel Orringer; Srinivasan Mukundan; Alexandra J Golby
Journal:  Hum Brain Mapp       Date:  2013-01-03       Impact factor: 5.038

7.  Accurate and robust brain image alignment using boundary-based registration.

Authors:  Douglas N Greve; Bruce Fischl
Journal:  Neuroimage       Date:  2009-06-30       Impact factor: 6.556

8.  Fast presurgical functional mapping using task-related intracranial high gamma activity.

Authors:  Tianyi Qian; Wenjing Zhou; Zhipei Ling; Shangkai Gao; Hesheng Liu; Bo Hong
Journal:  J Neurosurg       Date:  2013-04-19       Impact factor: 5.115

9.  Sensory motor cortex: correlation of presurgical mapping with functional MR imaging and invasive cortical mapping.

Authors:  C R Jack; R M Thompson; R K Butts; F W Sharbrough; P J Kelly; D P Hanson; S J Riederer; R L Ehman; N J Hangiandreou; G D Cascino
Journal:  Radiology       Date:  1994-01       Impact factor: 11.105

10.  A novel data-driven approach to preoperative mapping of functional cortex using resting-state functional magnetic resonance imaging.

Authors:  Timothy J Mitchell; Carl D Hacker; Jonathan D Breshears; Nick P Szrama; Mohit Sharma; David T Bundy; Mrinal Pahwa; Maurizio Corbetta; Abraham Z Snyder; Joshua S Shimony; Eric C Leuthardt
Journal:  Neurosurgery       Date:  2013-12       Impact factor: 4.654

View more
  6 in total

1.  Comparison between resting state fMRI networks and responsive cortical stimulations in glioma patients.

Authors:  Jérôme Cochereau; Jérémy Deverdun; Guillaume Herbet; Céline Charroud; Anthony Boyer; Sylvie Moritz-Gasser; Emmanuelle Le Bars; François Molino; Alain Bonafé; Nicolas Menjot de Champfleur; Hugues Duffau
Journal:  Hum Brain Mapp       Date:  2016-11       Impact factor: 5.038

2.  Use of an Individual-Level Approach to Identify Cortical Connectivity Biomarkers in Obsessive-Compulsive Disorder.

Authors:  Brian P Brennan; Danhong Wang; Meiling Li; Chris Perriello; Jianxun Ren; Jason A Elias; Nathaniel P Van Kirk; Jason W Krompinger; Harrison G Pope; Suzanne N Haber; Scott L Rauch; Justin T Baker; Hesheng Liu
Journal:  Biol Psychiatry Cogn Neurosci Neuroimaging       Date:  2018-08-16

3.  Performing group-level functional image analyses based on homologous functional regions mapped in individuals.

Authors:  Meiling Li; Danhong Wang; Jianxun Ren; Georg Langs; Sophia Stoecklein; Brian P Brennan; Jie Lu; Huafu Chen; Hesheng Liu
Journal:  PLoS Biol       Date:  2019-03-25       Impact factor: 8.029

Review 4.  Deep Brain Stimulation Initiative: Toward Innovative Technology, New Disease Indications, and Approaches to Current and Future Clinical Challenges in Neuromodulation Therapy.

Authors:  Yanan Sui; Ye Tian; Wai Kin Daniel Ko; Zhiyan Wang; Fumin Jia; Andreas Horn; Dirk De Ridder; Ki Sueng Choi; Ausaf A Bari; Shouyan Wang; Clement Hamani; Kenneth B Baker; Andre G Machado; Tipu Z Aziz; Erich Talamoni Fonoff; Andrea A Kühn; Hagai Bergman; Terence Sanger; Hesheng Liu; Suzanne N Haber; Luming Li
Journal:  Front Neurol       Date:  2021-01-28       Impact factor: 4.003

5.  Parcellating cortical functional networks in individuals.

Authors:  Danhong Wang; Randy L Buckner; Michael D Fox; Daphne J Holt; Avram J Holmes; Sophia Stoecklein; Georg Langs; Ruiqi Pan; Tianyi Qian; Kuncheng Li; Justin T Baker; Steven M Stufflebeam; Kai Wang; Xiaomin Wang; Bo Hong; Hesheng Liu
Journal:  Nat Neurosci       Date:  2015-11-09       Impact factor: 24.884

6.  Reconstructing lost BOLD signal in individual participants using deep machine learning.

Authors:  Yuxiang Yan; Louisa Dahmani; Jianxun Ren; Lunhao Shen; Xiaolong Peng; Ruiqi Wang; Changgeng He; Changqing Jiang; Chen Gong; Ye Tian; Jianguo Zhang; Yi Guo; Yuanxiang Lin; Shijun Li; Meiyun Wang; Luming Li; Bo Hong; Hesheng Liu
Journal:  Nat Commun       Date:  2020-10-07       Impact factor: 14.919

  6 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.