HDEFONE · Novel algorithmic frameworks for functional neuroimaging using hybrid high density speckle contrast optical tomography and high density diffuse optical tomography
Horizon Europe — Marie Skłodowska-Curie Actions
- Duration
- 2023-11-01 → 2025-10-31
- EU contribution
- €181,153
- Participants
- 1
- Scheme
- HORIZON-TMA-MSCA-PF-EF
Lines connect the coordinator with its partners.
Results in brief
Novel algorithmic frameworks for functional neuroimaging using hybrid high density speckle contrast optical tomography and high density diffuse optical tomography
Infants with severe CHD undergo complex surgical procedures in the early days of life; a critical period when the neuro-vascular networks in the brain are developing and maturing. Complications arising out of CHD can delay these developments and affect brain function, and are typically observed as developmental delays and learning deficits. These can have significant impact on the quality of life of the patients and their families. A better understanding of the microvascular origins of impaired brain function is possible by examining cerebral oxygenation and blood flow in the peri-operative period to assess functional status of the neuro-vascular networks via neurovascular coupling (the physiological mechanism that manages the complex of interplay of neuronal activation, blood flow and oxygenation). Established functional neuroimaging methods such as functional magnetic resonance imaging (fMRI), require complex equipment and are non-portable and as such cannot be easily deployed in challenging environments such as the intensive care unit or the surgical room. There is a scientific and clinical need for non-invasive functional neuroimaging techniques that can be deployed in clinical environments and enable probing brain function of challenging populations at the cot-side. Hybrid diffuse optical tomography methods, that provide images of cerebral oxygenation and blood flow, are well-poised to meet this need and are increasingly finding their way in clinical environments. However, infants are not merely small adults. Carefully designed adaptations are essential to allow development of an effective tomographic setup that adapts well to the infant head and provides high resolution images of brain function. The HDEFONE project has supported the development of hybrid high density diffuse correlation tomography and diffuse optical tomography (HDDCT/DOT), a new tool for non-invasive neuroimaging that can provide concurrent and colocalised estimates of cerebral oxygenation and blood flow, with a focus on neonates with CHD under critical care. The ability to assess brain-function in these infants has the potential to support early detection of impairments and corrective interventions. Going beyond the CHD patients, HDDCT/DOT can be deployed in paediatric research as well as clinical environments to further our understanding of the developing infant brain, and plan supportive or corrective actions in earnest to minimise the impact of impairments.
Data: CORDIS, © European Union
Project objective
Functional neuroimaging is important for understanding brain health, assessing pathologies and guiding therapeutic interventions. Fundamental to neuroimaging is the neurovascular unit (NVU) which relates delivery and consumption of oxygen to neuronal activity. Dysfunction of NVU is associated with pathologies like stroke as well as dyspraxia. Estimating the cerebral metabolic rate of oxygen (CMRO2) that describes NVU activity, requires estimates of oxygen saturation in cerebral blood as well as cerebral blood flow (CBF). Functional magnetic resonance imaging (fMRI), the current gold standard for functional neuroimaging, is expensive, lacks portability and provides only surrogate estimates of CBF. Recent advancements in diffuse optics and functional near-infrared imaging paved the way for non-invasive neuroimaging using diffuse optical techniques. Development of high-density diffuse optical tomography (HDDOT) for imaging oxygen saturation and high-density speckle contrast optical tomography (HDSCOT) for measuring CBF have enabled imaging at spatial resolutions comparable to fMRI. However, combining independently obtained CBF and oxygenation values to compute CMRO2 leads to artifacts and systematic errors. A hybrid imaging modality providing more accurate CMRO2 quantification via co-dependent estimates of oxygen saturation and CBF is needed to tap into potential of optical neuroimaging to paradigms like continuous cerebral monitoring in clinical and naturalistic settings. In this project, we propose development of algorithmic frameworks for such a modality i.e., hybrid HDSCOT/DOT for concurrent estimation of blood flow and oxygenation through (i) development of an inversion algorithm for hybrid imaging, (ii) development of frameworks for selection of optimal acquisition configuration and (iii) numerical and experimental validation of the developed frameworks. This research will closely follow ongoing hardware and system development in the Medical Optics group at ICFO.
Original text from CORDIS.
Participants
- FUNDACIO INSTITUT DE CIENCIES FOTONIQUES · CastelldefelsCoordinatorSpain
Links
- View on CORDIS
- DOI: 10.3030/101109111
- https://ec.europa.eu/research/participants/documents/downloadPublic?documentIds=080166e50ac02149&appId=PPGMS
- https://ec.europa.eu/research/participants/documents/downloadPublic?documentIds=080166e522c78b35&appId=PPGMS
Data: CORDIS, © European Union
