Grant: Discovery Launch Supplement
The University of Western Ontario
$12,500.00
Estimation of brain excitability from the study of excitation/inhibition balance (E/I) in humans
FY 2024-25
Summary
Excitability refers to neural reactivity to stimuli, plays a crucial role in information processing, and is disrupted in various neuropsychiatric conditions. Transcranial Magnetic Stimulation (TMS) is the primary method for assessing excitability, but it has inherent limitations regarding spatial and temporal sampling as well as depth penetration. Excitability is intricately linked to the excitation/inhibition (E/I) balance, which refers to the equilibrium between excitatory and inhibitory activity in neural circuits. Recent evidence suggests that E/I can be estimated from resting state electromagnetic and hemodynamic signals recorded with electroencephalography (EEG) and functional magnetic resonance imaging (fMRI), respectively. Several features, such as EEG phase synchronization, entropy, exponent of the power spectrum; and fMRI amplitude of low-frequency fluctuations, spatial homogeneity, and Hurst exponent, have been linked to E/I. Nevertheless, the interplay between E/I estimates and excitability remains to be understood.
Our long-term objective is to develop innovative methodologies for non-invasive, high-resolution, whole-head, and TMS-independent EEG and fMRI excitability mapping.
We hypothesize that it is possible to map cortical excitability from EEG and fMRI estimates of E/I by addressing the relationship between excitability and E/I. The proposed research program in the short term aims to enhance our comprehension of cortical excitability and its relationship with E/I in the human brain.
We will accomplish this with the following three specific objectives:
Objective 1: To map EEG-based E/I and its relationship with excitability;
Objective 2: To map fMRI-based E/I and its relationship with excitability;
Objective 3: Fusion of the output of Objective 1 and 2, using advanced statistical modeling.
Our research strategy relies on the controlled manipulation of cortical excitability through neuromodulation techniques, complemented by assessment of E/I and excitability using both neuroimages and TMS (Objectives 1 and 2). We will jointly model results from Objectives 1 and 2 to obtain comprehensive excitability estimates, leveraging the complementarity of EEG and fMRI (Objective 3).
Impact
This research has implications for comprehending brain function and offers an inclusive, cost-effective, non-invasive, and stimulus-independent approach for mapping cortical excitability with high resolution, simultaneously across superficial and deep regions. The output of this research has a translational potential, as excitability is a biomarker in neuropsychiatric conditions. Applying combined multimodal neuroimaging and brain stimulation will overcome methodological challenges. This research promotes collaborations among international experts and fosters a valuable training environment. Data, code, and procedures developed throughout this project will be made openly available, further enhancing its impact within the neuroscience community.
Program
Discovery Launch Supplement
Recipient
Location
Ontario, Canada
Recipient Type
Academia
Type
Grant
Source
NSERC's Awards Data
As published
Application id
DGECR-2024-00079
Name nom
Pellegrino, Giovanni
Department département
Clinical Neurological Sciences
Organization id
36
Institution établissement
The University of Western Ontario
Province en
Ontario
Province fr
Ontario
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2024
Competition year année de concours
2024
Award amount
12500
Program id
DGECR
Program name en
Discovery Launch Supplement
Program name fr
Supplément Tremplin vers la découverte
Group en
DISCOVERY RESEARCH
Group fr
RECHERCHE AXÉE SUR LA DÉCOUVERTE
Committee code
1502
Committee name en
Biological Systems and Functions
Committee name fr
Systèmes et fonctions biologiques
Area of application code
1201
Area of application group en
Advancement of knowledge
Area of application group fr
Avancement des connaissances
Area of application en
Life sciences (including biotechnology)
Area of application fr
Sciences de la vie (y compris biotechnologie)
Research subject code
6400
Research subject group en
Life sciences research related to human health and disease
Research subject group fr
Sciences de la vie liées à la santé publique et aux maladies humaines
Research subject en
Life sciences research related to human health and disease
Research subject fr
Sciences de la vie liées à la santé publique et aux maladies humaines
Field of research list names en
Not available
Field of research list names fr
Non disponible
Socioeconomic objective list names en
Not available
Socioeconomic objective list names fr
Non disponible
Application title
Estimation of brain excitability from the study of excitation/inhibition balance (E/I) in humans
Keywords
neuroscience; physiology; excitability; excitation inhibition balance; neuroimaging; brain stimulation; brain mapping; neurophysiology; transcranial magnetic stimulation; neuromodulation
Application summary
Excitability refers to neural reactivity to stimuli, plays a crucial role in information processing, and is disrupted in various neuropsychiatric conditions. Transcranial Magnetic Stimulation (TMS) is the primary method for assessing excitability, but it has inherent limitations regarding spatial and temporal sampling as well as depth penetration. Excitability is intricately linked to the excitation/inhibition (E/I) balance, which refers to the equilibrium between excitatory and inhibitory activity in neural circuits. Recent evidence suggests that E/I can be estimated from resting state electromagnetic and hemodynamic signals recorded with electroencephalography (EEG) and functional magnetic resonance imaging (fMRI), respectively. Several features, such as EEG phase synchronization, entropy, exponent of the power spectrum; and fMRI amplitude of low-frequency fluctuations, spatial homogeneity, and Hurst exponent, have been linked to E/I. Nevertheless, the interplay between E/I estimates and excitability remains to be understood.
Our long-term objective is to develop innovative methodologies for non-invasive, high-resolution, whole-head, and TMS-independent EEG and fMRI excitability mapping.
We hypothesize that it is possible to map cortical excitability from EEG and fMRI estimates of E/I by addressing the relationship between excitability and E/I. The proposed research program in the short term aims to enhance our comprehension of cortical excitability and its relationship with E/I in the human brain.
We will accomplish this with the following three specific objectives:
Objective 1: To map EEG-based E/I and its relationship with excitability;
Objective 2: To map fMRI-based E/I and its relationship with excitability;
Objective 3: Fusion of the output of Objective 1 and 2, using advanced statistical modeling.
Our research strategy relies on the controlled manipulation of cortical excitability through neuromodulation techniques, complemented by assessment of E/I and excitability using both neuroimages and TMS (Objectives 1 and 2). We will jointly model results from Objectives 1 and 2 to obtain comprehensive excitability estimates, leveraging the complementarity of EEG and fMRI (Objective 3).
Impact
This research has implications for comprehending brain function and offers an inclusive, cost-effective, non-invasive, and stimulus-independent approach for mapping cortical excitability with high resolution, simultaneously across superficial and deep regions. The output of this research has a translational potential, as excitability is a biomarker in neuropsychiatric conditions. Applying combined multimodal neuroimaging and brain stimulation will overcome methodological challenges. This research promotes collaborations among international experts and fosters a valuable training environment. Data, code, and procedures developed throughout this project will be made openly available, further enhancing its impact within the neuroscience community.