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Correlation between GLCM-based texture features of the lateral pterygoid muscle and cognitive function in patients with idiopathic normal pressure hydrocephalus: a preliminary report
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Correlation between GLCM-based texture features of the lateral pterygoid muscle and cognitive function in patients with idiopathic normal pressure hydrocephalus: a preliminary report
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Correlation between GLCM-based texture features of the lateral pterygoid muscle and cognitive function in patients with idiopathic normal pressure hydrocephalus: a preliminary report
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Journal Article
Correlation between GLCM-based texture features of the lateral pterygoid muscle and cognitive function in patients with idiopathic normal pressure hydrocephalus: a preliminary report
2024
Overview
Purpose
The potential relationship between mastication ability and cognitive function in idiopathic normal pressure hydrocephalus (iNPH) patients is unclear. This report investigated the association between mastication and cognitive function in iNPH patients using the gray level of the co-occurrence matrix on the lateral pterygoid muscle.
Methods
We analyzed data from 96 unoperated iNPH patients who underwent magnetic resonance imaging (MRI) between December 2016 and February 2023. Radiomic features were extracted from T2 MRI scans of the lateral pterygoid muscle, and muscle texture parameters were correlated with the iNPH grading scale. Subgroup analysis compared the texture parameters of patients with normal cognitive function with those of patients with cognitive impairment.
Results
The mini-mental state examination score correlated positively with the angular second moment (
P
< 0.05) and negatively with entropy (
P
< 0.05). The dementia scale (Eide’s classification) correlated negatively with gray values (
P
< 0.05). Gray values were higher in the cognitive impairment group (64.7 ± 16.6) when compared with the non-cognitive impairment group (57.4 ± 13.3) (
P
= 0.005). Entropy was higher in the cognitive impairment group (8.2 ± 0.3) than in the non-cognitive impairment group (8.0 ± 0.3) (
P
< 0.001). The area under the receiver operating characteristic curve was 0.681 (
P
= 0.003) and 0.701 (
P
< 0.001) for gray value and entropy, respectively.
Conclusion
Our findings suggest an association between heterogeneity of mastication and impaired cognitive function in iNPH patients and highlight muscle texture analysis as a potential tool for predicting cognitive impairment in these patients.
Publisher
Springer Vienna,Springer Nature B.V
Subject
/ Cognitive Dysfunction - diagnostic imaging
/ Cognitive Dysfunction - physiopathology
/ Cognitive Dysfunction - psychology
/ Entropy
/ Female
/ Humans
/ Hydrocephalus, Normal Pressure - diagnostic imaging
/ Hydrocephalus, Normal Pressure - physiopathology
/ Hydrocephalus, Normal Pressure - psychology
/ Hydrocephalus, Normal Pressure - surgery
/ Male
/ Medicine
/ Pterygoid Muscles - diagnostic imaging
