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Precision data-driven modeling of cortical dynamics reveals person-specific mechanisms underpinning brain electrophysiology.
Proc Natl Acad Sci U S A
January 2025
Department of Electrical & Systems Engineering, Washington University in St. Louis, St. Louis, MO 63130.
Task-free brain activity affords unique insight into the functional structure of brain network dynamics and has been used to identify neural markers of individual differences. In this work, we present an algorithmic optimization framework that directly inverts and parameterizes brain-wide dynamical-systems models involving hundreds of interacting neural populations, from single-subject M/EEG time-series recordings. This technique provides a powerful neurocomputational tool for interrogating mechanisms underlying individual brain dynamics ("precision brain models") and making quantitative predictions.
View Article and Find Full Text PDFRole of Psychological Factors in Migraine.
Cureus
December 2024
Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, CHN.
Migraine, marked by moderate to severe headaches, is frequently accompanied by reversible neurological symptoms. Recent studies have revealed a complex and significant relationship between psychological factors and the onset and progression of migraine. Personality traits, such as neuroticism and harm avoidance, play a crucial role in the development, progression, and treatment outcomes of migraines.
View Article and Find Full Text PDFRamping Dynamics in the Frontal Cortex Unfold Over Multiple Timescales During Motor Planning.
J Neurophysiol
January 2025
Division, Department of Psychological and Brain Sciences, Boston University, Boston, MA.
Plans are formulated and refined throughout the period leading up to their execution, ensuring that the appropriate behaviors are enacted at the appropriate times. While existing evidence suggests that memory circuits convey the passage of time through diverse neuronal responses, it remains unclear whether the neural circuits involved in planning exhibit analogous temporal dynamics. Using publicly available data, we analyzed how activity in the mouse frontal motor cortex evolves during motor planning.
View Article and Find Full Text PDFChronic Low Back Pain Causal Risk Factors Identified by Mendelian Randomization: a Cross-Sectional Cohort Analysis.
Spine J
January 2025
Department of Orthopaedic Surgery, University of California, San Francisco.
Background Context: There are a number of risk factors- from biological, psychological, and social domains- for non-specific chronic low back pain (cLBP). Many cLBP treatments target risk factors on the assumption that the targeted factor is not just associated with cLBP but is also a cause (i.e, a causal risk factor).
View Article and Find Full Text PDFDifferential effects of chronic unpredictable stress on behavioral and molecular (cortisol and microglia-related neurotranscriptomic) responses in adult leopard (leo) zebrafish.
Fish Physiol Biochem
January 2025
Neurobiology Program, Sirius University of Science and Technology, Sochi, Russia.
Stress plays a key role in mental, neurological, endocrine, and immune disorders. The zebrafish (Danio rerio) is rapidly gaining popularity as s model organism in stress physiology and neuroscience research. Although the leopard (leo) fish are a common outbred zebrafish strain, their behavioral phenotypes and stress responses remain poorly characterized.
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