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Research on noise-induced hearing loss based on functional and structural MRI using machine learning methods.
Sci Rep
January 2025
Imaging Department, Yantaishan Hospital, Yantai, China.
Noise-induced hearing loss (NIHL) is a common occupational condition. The aim of this study was to develop a classification model for NIHL on the basis of both functional magnetic resonance imaging (fMRI) and structural magnetic resonance imaging (sMRI) by applying machine learning methods. fMRI indices such as the amplitude of low-frequency fluctuation (ALFF), fractional amplitude of low-frequency fluctuation (fALFF), regional homogeneity (ReHo), degree of centrality (DC), and sMRI indices such as gray matter volume (GMV), white matter volume (WMV), and cortical thickness were extracted from each brain region.
View Article and Find Full Text PDFLack of mental integration and emotion dysregulation as a possible long-term effect of dysfunctional parenting: An EEG study of functional connectivity before and after the exposure to attachment-related stimuli.
J Affect Disord
January 2025
Department of Psychology, University of Turin, Turin, Italy. Electronic address:
Dysfunctional parenting (DP) is a factor of vulnerability and a predictive risk factor for psychopathology. Although previous research has shown specific functional and structural brain alterations, the neural basis of DP remains understudied. We therefore investigated EEG functional connectivity changes within the Salience Network before and after the exposure to attachment-related stimuli in individuals with high and low perceived DP.
View Article and Find Full Text PDFAntioxidant and hepatic fibrosis-alleviating effects of selenium-modified Bletilla striata polysaccharide.
Int J Biol Macromol
January 2025
National Engineering Laboratory for Resource Development of Endangered Crude, Drugs in Northwest China, Shaanxi Normal University, Xi'an 710119, China; Key Laboratory of Medicinal Resources and Natural Pharmaceutical Chemistry (Shaanxi Normal University), The Ministry of Education, Xi'an 710119, China; College of Life Sciences, Shaanxi Normal University, Xi'an 710119, China. Electronic address:
Liver fibrosis is a significant precursor to cirrhosis and liver cancer, yet effective treatments remain elusive. Our previous studies demonstrated that Bletilla striata polysaccharide (BSP) has therapeutic effects, though it performed poorly at medium concentrations. To address this limitation, BSP underwent selenization modification.
View Article and Find Full Text PDFThe curious case of mitochondrial sirtuin in rewiring breast cancer metabolism: Mr Hyde or Dr Jekyll?
Biochim Biophys Acta Mol Basis Dis
January 2025
Department of Public Health Genomics, Centre for DNA Repair and Genome Stability (CDRGS), Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal 576104, Karnataka, India. Electronic address:
Mammalian sirtuins are class III histone deacetylases involved in the regulation of multiple biological processes including senescence, DNA repair, apoptosis, proliferation, caloric restriction, and metabolism. Among the mammalian sirtuins, SIRT3, SIRT4, and SIRT5 are localized in the mitochondria and collectively termed the mitochondrial sirtuins. Mitochondrial sirtuins are NAD+-dependent deacetylases that play a central role in cellular metabolism and function as epigenetic regulators by performing post-translational modification of cellular proteins.
View Article and Find Full Text PDFDecoding Cortical Folding Patterns in Marmosets Using Machine Learning and Large Language Model.
Neuroimage
January 2025
School of information science and technology, Northwest University, Xi'an, China. Electronic address:
Macroscale neuroimaging results have revealed significant differences in the structural and functional connectivity patterns of gyri and sulci in the primate cerebral cortex. Despite these findings, understanding these differences at the molecular level has remained challenging. This study leverages a comprehensive dataset of whole-brain in situ hybridization (ISH) data from marmosets, with updates continuing through 2024, to systematically analyze cortical folding patterns.
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