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Structural and functional mapping of the brainstem with MRI

Structural and functional mapping of the brainstem with MRI

Simon Daniel Robinson (ORCID: 0000-0001-7463-5162)
  • Grant DOI 10.55776/P31452
  • Funding program Principal Investigator Projects
  • Status ended
  • Start July 1, 2018
  • End June 30, 2024
  • Funding amount € 384,554

Disciplines

Clinical Medicine (70%); Medical-Theoretical Sciences, Pharmacy (10%); Medical Engineering (20%)

Keywords

    Magnetic Resonance Imaging (MRI), Ultra-high field, Deep Brain Stimulation (DBS), Functional Magnetic Resonance Imaging (fMRI), Quantitative Susceptibility Mapping (QSM), Brainstem

Abstract Final report

The brainstem plays a central role in the central nervous system, relaying signals between the cerebrum and cerebellum and the rest of the body. This makes it vital to motor function, quality of life and life expectancy in age-related disorders. Parkinsons disease is a neurodegenerative disorder which affects midbrain and brainstem structures, leading to muscle rigidity, tremors and difficulty speaking and walking. Medication can help relieve symptoms in some patients, but many eventually suffer a general decline in motor function. Deep brain stimulation is an effective treatment option for many Parkinsons patients who do not respond to medication. A surgically implanted electric unit stimulates specific areas of the deep brain or brainstem, reducing motor disability. Currently, the stimulation electrodes are placed on the basis of atlases related to magnetic resonance images (MRI) of the patient. This approach is limited, because only a small number of brainstem nuclei are depicted in atlases, and also unreliable, because of the anatomic variability between patients. Deep brain stimulation could be greatly improved by being able to identify deep brain and brainstem targets in each individual patient. These structures are hard to see on conventional MRI because of their small size and limited contrast but they are well visualized on a MRI images generated with a recently-developed MRI method called Quantitative Susceptibility Mapping (QSM). They can also be seen in functional MRI (fMRI), which shows which parts of the brain are active when a patient performs a task. These two methods QSM and fMRI cannot currently be used to plan deep brain stimulation because they involve two quite long scans for which patients have to stay extremely still, a particular problem for many Parkinsons patients. This project proposes the development of a new fast MRI method which will generate high resolution QSM and fMRI images from the same scan. This project will be carried out with one of the latest generation of ultra-high magnetic field (7 T) MRI scanners, which allow higher resolution imaging. In addition to realizing this combined structural and functional scan, the project will i) develop methods to remove any distortion from the fMRI data, which would otherwise make it difficult to accurately localize the structures of the brainstem ii) identify and remove breathing and cardiac pulse-related signal fluctuations in the fMRI data which mask neuronal activation and iii) generate a motion-corrected and a super-resolution QSM. Combined with suitable tasks, this sequence for simultaneous Functional And Structural identification of Targets in the Brainstem (FAST-STEM) will be capable of identifying multiple midbrain and brainstem targets for deep brain stimulation in a scan time which will tolerable by Parkinsons patients. Finally, this new approach to imaging the brainstem will be transferred to a clinical 3 T MRI scanner to ensure that patients can benefit from it in future studies. Eventually, it is hoped that this approach to brainstem imaging will allow new, effective targets for deep brain stimulation to be identified and accurately localized, leading to a relief from debilitating symptoms and an improvement in quality of life for patients with Parkinsons disease.

Parkinson's disease (PD) is a neurodegenerative disease characterized by the death of neurons which produce and release the neurotransmitter dopamine. This occurs in a number of midbrain and brainstem structures and leads to patients suffering tremor, postural instability, rigidity, and an eventual general decline in motor function. Deep brain stimulation (DBS) is an effective treatment option for many patients who don't respond well to medication. A surgically implanted electric unit stimulates neurons in specific grey matter and brainstem regions reducing motor disability. The aim of this project was to develop MRI methods which will help in the identification of new targets for DBS in the deep brain and brainstem. MRI is capable of producing a wide variety of images which reflect particular aspects of structure or function. For instance, the deep-lying grey matter regions of interest in DBS can be well visualized on Quantitative Susceptibility Maps (QSM), which show iron-rich areas of the brain. The same areas can also be seen 'lighting up' when they are activated by a relevant task in functional Magnetic Resonance Imaging, or fMRI. QSM and fMRI both benefit from using MRI scanner with ultra-high magnetic field, such as the 7 Tesla system at the High Field MR Centre, Vienna. Imaging at 7T allows small grey matter targets to be visualized with high sensitivity and exquisite resolution, but the use of ultra-high field also carries with it a number of challenges. Researchers in this project first developed a method to generate both QSMs and fMRI from the same 7T data, and new approaches for correcting for distortion and physiological noise; essential if results are to be used in neurosurgery. They then applied those methods to a fast imaging method called 3D EPI and to even faster, motion-robust imaging using 2D EPI and a 'super-resolution' reconstruction, which allows high resolution images to be generated from multiple sets of low-resolution images acquired in different planes. Finally, they found out how to solve the imaging problem posed by the presence of fat in the head and neck; their Simultaneous, MUltiple Resonance Frequency (SMURF) approach to fat-water imaging allows separate images of fat and water to be generated simultaneously, in an approach which won the international Young Investigator Award of the International Society of Magnetic Resonance in Medicine. The methods developed in this project have been distributed to over half of the approximately 100 ultra-high field MRI sites around the world and have been adopted by MRI vendors in their research packages. These innovations have improved Quantitative Susceptibility Mapping and functional Magnetic Resonance Imaging in the inferior brain and brainstem for the identification of targets for deep brain stimulation.

Research institution(s)
  • Medizinische Universität Wien - 100%
International project participants
  • Markus Barth, University of Queensland Australia - Australia

Research Output

  • 241 Citations
  • 23 Publications
  • 1 Policies
  • 2 Methods & Materials
  • 1 Disseminations
  • 1 Scientific Awards
Publications
  • 2024
    Title Magnetic resonance elastography resolving all gross anatomical segments of the kidney during controlled hydration.
    DOI 10.3389/fphys.2024.1327407
    Type Journal Article
    Author Darwish O
    Journal Frontiers in physiology
    Pages 1327407
  • 2024
    Title Three-dimensional EPI with shot-selective CAIPIRIHANA for rapid high-resolution quantitative susceptibility mapping at 3T.
    DOI 10.1002/mrm.30101
    Type Journal Article
    Author Jin J
    Journal Magnetic resonance in medicine
    Pages 997-1010
  • 2024
    Title Recommended implementation of quantitative susceptibility mapping for clinical research in the brain: A consensus of the ISMRM electro-magnetic tissue properties study group.
    DOI 10.1002/mrm.30006
    Type Journal Article
    Author Bilgic B
    Journal Magnetic resonance in medicine
    Pages 1834-1862
  • 2023
    Title Magnetic susceptibility changes in the brainstem reflect REM sleep without atonia severity in isolated REM sleep behavior disorder.
    DOI 10.1038/s41531-023-00557-2
    Type Journal Article
    Author Nepozitek J
    Journal NPJ Parkinson's disease
    Pages 112
  • 2023
    Title Super-resolution QSM in little or no additional time for imaging (NATIve) using 2D EPI imaging in 3 orthogonal planes.
    DOI 10.1016/j.neuroimage.2023.120419
    Type Journal Article
    Author Bachrata B
    Journal NeuroImage
    Pages 120419
  • 2019
    Title Improving sensitivity, specificity, and reproducibility of individual brainstem activation
    DOI 10.1007/s00429-019-01936-3
    Type Journal Article
    Author Matt E
    Journal Brain Structure and Function
    Pages 2823-2838
    Link Publication
  • 2021
    Title Improved susceptibility weighted imaging at ultra-high field using bipolar multi-echo acquisition and optimized image processing: CLEAR-SWI
    DOI 10.1016/j.neuroimage.2021.118175
    Type Journal Article
    Author Eckstein K
    Journal NeuroImage
    Pages 118175
    Link Publication
  • 2021
    Title Feasibility of Hepatic Fat Quantification Using Proton Density Fat Fraction by Multi-Echo Chemical-Shift-Encoded MRI at 7T
    DOI 10.3389/fphy.2021.665562
    Type Journal Article
    Author Korínek R
    Journal Frontiers in Physics
    Pages 665562
    Link Publication
  • 2019
    Title Developments in ultra-high field functional magnetic resonance imaging and quantitative susceptibility mapping for clinical applications
    Type Postdoctoral Thesis
    Author Simon Robinson
  • 2023
    Title Improved dynamic distortion correction for fMRI using single-echo EPI and a readout-reversed first image (REFILL).
    DOI 10.1002/hbm.26440
    Type Journal Article
    Author Bachrata B
    Journal Human brain mapping
    Pages 5095-5112
  • 2022
    Title Phase-based masking for quantitative susceptibility mapping of the human brain at 9.4T
    DOI 10.1002/mrm.29368
    Type Journal Article
    Author Hagberg G
    Journal Magnetic Resonance in Medicine
    Pages 2267-2276
    Link Publication
  • 2021
    Title QSMxT: Robust masking and artifact reduction for quantitative susceptibility mapping
    DOI 10.1002/mrm.29048
    Type Journal Article
    Author Stewart A
    Journal Magnetic Resonance in Medicine
    Pages 1289-1300
    Link Publication
  • 2021
    Title Improved methods for ultra-high field magnetic susceptibility imaging
    Type PhD Thesis
    Author Korbinian Eckstein
    Link Publication
  • 2020
    Title Phase unwrapping with a rapid opensource minimum spanning tree algorithm (ROMEO)
    DOI 10.1002/mrm.28563
    Type Journal Article
    Author Dymerska B
    Journal Magnetic Resonance in Medicine
    Pages 2294-2308
    Link Publication
  • 2020
    Title Reinforcement and Punishment Shape the Learning Dynamics in fMRI Neurofeedback
    DOI 10.3389/fnhum.2020.00304
    Type Journal Article
    Author Klöbl M
    Journal Frontiers in Human Neuroscience
    Pages 304
    Link Publication
  • 2019
    Title The Impact of Echo Time Shifts and Temporal Signal Fluctuations on BOLD Sensitivity in Presurgical Planning at 7 T
    DOI 10.1097/rli.0000000000000546
    Type Journal Article
    Author Dymerska B
    Journal Investigative Radiology
    Link Publication
  • 2019
    Title Intra-session and inter-subject variability of 3D-FID-MRSI using single-echo volumetric EPI navigators at 3T
    DOI 10.1002/mrm.28076
    Type Journal Article
    Author Moser P
    Journal Magnetic Resonance in Medicine
    Pages 1920-1929
    Link Publication
  • 2022
    Title Simultaneous, separate water and fat imaging with magnetic resonance imaging using selective excitation and CAIPIRINHA
    Type PhD Thesis
    Author Beata Bachrata
    Link Publication
  • 2022
    Title Unsupervised physiological noise correction of functional magnetic resonance imaging data using phase and magnitude information (PREPAIR)
    DOI 10.1002/hbm.26152
    Type Journal Article
    Author Bancelin D
    Journal Human Brain Mapping
    Pages 1209-1226
    Link Publication
  • 2022
    Title NeXtQSM—A complete deep learning pipeline for data-consistent Quantitative Susceptibility Mapping trained with hybrid data
    DOI 10.1016/j.media.2022.102700
    Type Journal Article
    Author Cognolato F
    Journal Medical Image Analysis
    Pages 102700
    Link Publication
  • 2020
    Title Phase Unwrapping with a Rapid Opensource Minimum Spanning TreE AlgOrithm (ROMEO)
    DOI 10.1101/2020.07.24.214551
    Type Preprint
    Author Dymerska B
    Pages 2020.07.24.214551
    Link Publication
  • 2021
    Title Quantitative susceptibility mapping of the head-and-neck using SMURF fat-water imaging with chemical shift and relaxation rate corrections
    DOI 10.1002/mrm.29069
    Type Journal Article
    Author Bachrata B
    Journal Magnetic Resonance in Medicine
    Pages 1461-1479
    Link Publication
  • 2020
    Title Simultaneous Multiple Resonance Frequency imaging (SMURF): Fat-water imaging using multi-band principles
    DOI 10.1002/mrm.28519
    Type Journal Article
    Author Bachrata B
    Journal Magnetic Resonance in Medicine
    Pages 1379-1396
    Link Publication
Policies
  • 2024 Link
    Title Adoption in Consensus Practice
    DOI 10.1002/mrm.30006
    Type Contribution to new or improved professional practice
    Link Link
Methods & Materials
  • 2023 Link
    Title CLEAR-SWI
    DOI 10.1016/j.neuroimage.2021.118175
    Type Improvements to research infrastructure
    Public Access
    Link Link
  • 2020 Link
    Title Phase unwrapping method
    DOI 10.1002/mrm.28563
    Type Improvements to research infrastructure
    Public Access
    Link Link
Disseminations
  • 2021 Link
    Title Q&A Interview in Society Magazine
    Type A magazine, newsletter or online publication
    Link Link
Scientific Awards
  • 2021
    Title 2021 ISMRM Young Investigator Award
    Type Research prize
    DOI 10.1002/mrm.29069
    Level of Recognition Continental/International

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