Magnetic Resonance Imaging and Anatomical Correlation of Human Temporal Lobe Landmarks in 3D Euclidean Space: A Study of Control and Epilepsy Disease Subjects

• Published in: Journal of neuroscience research Vol. 103; no. 2; pp. e70028 - n/a
• Main Authors: Delgado‐González, José‐Carlos, Delgado‐Gandía, Carmen, Delgado‐Gandía, Carlos, Cebada‐Sánchez, Sandra, De‐La‐Rosa‐Prieto, Carlos, Artacho‐Pérula, Emilio
• Format: Journal Article
• Language: English
• Published: United States Wiley Subscription Services, Inc 01.02.2025
• Subjects: Adult; anatomical landmarks; Brain; discriminant analysis; Disease control; distances; Epilepsy; Epilepsy - diagnostic imaging; Epilepsy - pathology; Epilepsy, Temporal Lobe - pathology; Euclidean geometry; Euclidean space; Female; Hippocampus; Humans; Imaging, Three-Dimensional; magnetic resonance; Magnetic resonance imaging; Magnetic Resonance Imaging - methods; Male; Medical imaging; Middle Aged; Neurodegeneration; Neuroimaging; Neurological diseases; Parameter identification; Sclerosis; Temporal lobe; Temporal Lobe - diagnostic imaging; Temporal Lobe - pathology; Young Adult; epilepsy; distances; magnetic resonance; discriminant analysis; anatomical landmarks
• ISSN: 0360-4012; 1097-4547; 1097-4547
• DOI: 10.1002/jnr.70028

ABSTRACT Epilepsy is a common neurological disorder of great importance to patients and society. Sclerosis is associated with neuronal loss and neurodegeneration in specific regions of the hippocampal formation. The hippocampal formation and temporal lobe are not the only regions affected; the chronicity of the disease extends the involvement to other brain regions. Our aim is to investigate the spatial relationship of anatomical structures in both control (CO) and epileptic (EP) subjects using magnetic resonance imaging (MRI) in order to determine changes in epileptic patients compared to healthy anatomical structures. Anatomical landmarks are identified and registered in 3D space to provide a reference for the brain structures; the 3D network is described quantitatively using planar distances, as well as measuring rostrocaudal and Euclidean distances. The planar and rostrocaudal distances are the most remarkable discriminators between CO and EP groups, especially between structures located in and outside the temporal lobe. The study achieves a 100% discrimination between the control group and the epileptic group with the discriminant use of two distances: D_PL, Hpe/Cde and D_RC, As/cae. Finally, discriminates 100% between the three study groups, control group CO, extratemporal lobe epilepsy ETLE and temporal lobe epilepsy TLE, with a total of 12 distances distributed in the three axes of space. This study allows us to hope for a future application, its clinical utility may allow us not only to identify processes (in our case, epilepsy), but also to obtain parameters of the evolution of the disease. A 3D network of distances between anatomical brain landmarks identified by MRI is provided in control (CO) and epileptic (EP) cases, The use of one distance (end of hippocampus to end of caudate nucleus in one plane) provides a 96% of correct classification between CO and EP cases; adding the rostrocaudal distance between the start of the amygdala to the end of the anterior commissure (in the middle), a 100% correct classification between CO and EP cases is obtained. The classification between CO, temporal (TLE) and extratemporal (ETLE) lobe epilepsies is more complicated, requiring 12 distances to obtain a 100% correct classification.