Quantifying Neuromelanin Content Across Varying Magnetic Field Strengths: A Comparative Analysis

Neuromelanin (NM) is an insoluble dark pigment molecule that is found in the substantia nigra of the human brain. Due to its paramagnetic nature, NM can be imaged using MRI in the form of neuromelanin sensitive contrast. This method, known as Neuromelanin Sensitive Magnetic Resonance Imaging (NM-MRI) allows non-invasive imaging of the human substantia nigra through its by-product, NM. NM-MRI research has been mostly done using lower field strength (3 or 1.5 Tesla) MRI scans. The advent of high field strength imaging, e.g., 7 Tesla (7T) provides the opportunity to study neuromelanin production sites with higher spatial resolution and enhanced detail. Since NM-MRI research has not been conducted with high field strength imaging platforms, it is unknown whether the techniques used for quantifying NM at a lower field strength reliably extend to a high field strength platform. In the absence of this information, it is impossible to establish whether these two sequences generate the same estimates of NM. Thus, before it is possible to harness the advantages of high field strength imaging, it is critical to investigate the convergence of NM-MRI signal between 3T and 7T NM-MRI. The current study employs a within-subjects design to answer this question. Neuromelanin sensitive images were obtained from 28 healthy adult participants at both 3T and 7T. NM images were segmented both manually and with the help of a standard atlas. NM in the substantia nigra was quantified in the form of Contrast to Noise Ratio (CNR). Spearman’s rank order correlations assessed statistical dependence between the ranking of participant CNR values at 3T and 7T. We found that CNR values at 3T predicted those at 7T when standard deviation (as opposed to the mean) of the background region was used for defining noise. In addition, CNR values didn’t increase with an increase in field strength. In fact, CNR values at 7T were lower as compared to 3T. This effect was mainly due to a disproportionate increase in noise at 7T. An increased susceptibility noise is a common trade-off for better contrast associated with high field strength imaging. We discuss our findings and comment on the utility of employing high field strength NM- MRI.

Name thesis:degree_name

M Sc

Discipline thesis:degree_discipline

Neuroscience

Grantor dc:publisher

The University of Western Ontario

Year dc:date.issued

2023

Author dc:creator

• Rizwan, Laiba

Advisor dc:contributor.advisor

• Morton, J. Bruce

• Neuromelanin
• neuromelanin sensitive contrast
• contrast to noise ratio
• manual segmentation
• atlas-based segmentation
• high-field strength imaging

Language dc:language.iso

en_ca

Handle dc:identifier.uri

https://hdl.handle.net/20.500.14721/37509

OAI identifier oai:identifier

oai:uwo.scholaris.ca:20.500.14721/37509