학술논문

Functional alterations in cortical processing of speech in glioma-infiltrated cortex
Document Type
article
Source
Proceedings of the National Academy of Sciences of the United States of America. 118(46)
Subject
Information and Computing Sciences
Biomedical and Clinical Sciences
Neurosciences
Machine Learning
Brain Cancer
Clinical Research
Cancer
Rare Diseases
Brain Disorders
Neurological
Adult
Brain Neoplasms
Cerebral Cortex
Electrocorticography
Glioma
Humans
Neurons
Speech
Temporal Lobe
glioma
neural circuitry
speech
glioma electrophysiology
neural 
decoding
neural decoding
Language
Abstract
Recent developments in the biology of malignant gliomas have demonstrated that glioma cells interact with neurons through both paracrine signaling and electrochemical synapses. Glioma-neuron interactions consequently modulate the excitability of local neuronal circuits, and it is unclear the extent to which glioma-infiltrated cortex can meaningfully participate in neural computations. For example, gliomas may result in a local disorganization of activity that impedes the transient synchronization of neural oscillations. Alternatively, glioma-infiltrated cortex may retain the ability to engage in synchronized activity in a manner similar to normal-appearing cortex but exhibit other altered spatiotemporal patterns of activity with subsequent impact on cognitive processing. Here, we use subdural electrocorticography to sample both normal-appearing and glioma-infiltrated cortex during speech. We find that glioma-infiltrated cortex engages in synchronous activity during task performance in a manner similar to normal-appearing cortex but recruits a diffuse spatial network. On a temporal scale, we show that signals from glioma-infiltrated cortex have decreased entropy, which may affect its ability to encode information during nuanced tasks such as production of monosyllabic versus polysyllabic words. Furthermore, we show that temporal decoding strategies for distinguishing monosyllabic from polysyllabic words were feasible for signals arising from normal-appearing cortex but not from glioma-infiltrated cortex. These findings inform our understanding of cognitive processing in chronic disease states and have implications for neuromodulation and prosthetics in patients with malignant gliomas.