Localized Prediction of Glutamate from Whole-Brain Functional Connectivity of the Pregenual Anterior Cingulate Cortex

Local measures of neurotransmitters provide crucial insights into neurobiological changes underlying altered functional connectivity in psychiatric disorders. However, noninvasive neuroimaging techniques such as magnetic resonance spectroscopy (MRS) may cover anatomically and functionally distinct a...

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Veröffentlicht in:	The Journal of neuroscience 2020-11, Vol.40 (47), p.9028-9042
Hauptverfasser:	Martens, Louise, Kroemer, Nils B, Teckentrup, Vanessa, Colic, Lejla, Palomero-Gallagher, Nicola, Li, Meng, Walter, Martin
Format:	Artikel
Sprache:	eng
Schlagworte:	Adult Brain Brain architecture Brain Mapping Cortex (cingulate) Female Functional anatomy Functional magnetic resonance imaging gamma-Aminobutyric Acid - genetics gamma-Aminobutyric Acid - metabolism Glutamic Acid - genetics Glutamic Acid - physiology Gray Matter - diagnostic imaging Gyrus Cinguli - diagnostic imaging Gyrus Cinguli - growth & development Gyrus Cinguli - physiology Humans Learning algorithms Machine Learning Magnetic Resonance Imaging Magnetic Resonance Spectroscopy Male Medical imaging Mental disorders Nervous system Neural networks Neural Pathways - diagnostic imaging Neural Pathways - physiology Neuroimaging Neurosciences Neurotransmitter Agents - genetics Neurotransmitter Agents - physiology Neurotransmitters Regression analysis γ-Aminobutyric acid
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