Synaptic plasticity and depression: new insights from stress and rapid-acting antidepressants
Depression is a common, devastating illness. Current pharmacotherapies help many
patients, but high rates of a partial response or no response, and the delayed onset of the …
patients, but high rates of a partial response or no response, and the delayed onset of the …
[HTML][HTML] Amygdala circuit substrates for stress adaptation and adversity
Brain systems that promote the maintenance of homeostasis in face of stress have
significant adaptive value. A growing body of work across species demonstrates a critical …
significant adaptive value. A growing body of work across species demonstrates a critical …
The promise of machine learning in predicting treatment outcomes in psychiatry
For many years, psychiatrists have tried to understand factors involved in response to
medications or psychotherapies, in order to personalize their treatment choices. There is …
medications or psychotherapies, in order to personalize their treatment choices. There is …
Cross-trial prediction of treatment outcome in depression: a machine learning approach
AM Chekroud, RJ Zotti, Z Shehzad… - The Lancet …, 2016 - thelancet.com
Background Antidepressant treatment efficacy is low, but might be improved by matching
patients to interventions. At present, clinicians have no empirically validated mechanisms to …
patients to interventions. At present, clinicians have no empirically validated mechanisms to …
Glutamate and gamma-aminobutyric acid systems in the pathophysiology of major depression and antidepressant response to ketamine
In patients with major depressive disorder or bipolar disorder, abnormalities in excitatory
and/or inhibitory neurotransmission and neuronal plasticity may lead to aberrant functional …
and/or inhibitory neurotransmission and neuronal plasticity may lead to aberrant functional …
Transcranial direct current stimulation: a roadmap for research, from mechanism of action to clinical implementation
Transcranial direct current stimulation (tDCS) is a promising method for altering the function
of neural systems, cognition, and behavior. Evidence is emerging that it can also influence …
of neural systems, cognition, and behavior. Evidence is emerging that it can also influence …
[HTML][HTML] From serotonin to neuroplasticity: evolvement of theories for major depressive disorder
B Liu, J Liu, M Wang, Y Zhang, L Li - Frontiers in cellular …, 2017 - frontiersin.org
The serotonin hypothesis of depression has played an important role in the history of
psychiatry, yet it has also been criticized for the delayed onset and inadequate efficacy of …
psychiatry, yet it has also been criticized for the delayed onset and inadequate efficacy of …
[HTML][HTML] How inflammation affects the brain in depression: a review of functional and structural MRI studies
This narrative review discusses how peripheral and central inflammation processes affect
brain function and structure in depression, and reports on recent peripheral inflammatory …
brain function and structure in depression, and reports on recent peripheral inflammatory …
Machine learning and big data in psychiatry: toward clinical applications
Highlights•The combination of data-driven machine learning and theory-driven
computational models holds great promise for psychiatry.•Machine-learning analyses of …
computational models holds great promise for psychiatry.•Machine-learning analyses of …
Psychoradiology: the frontier of neuroimaging in psychiatry
S Lui, XJ Zhou, JA Sweeney, Q Gong - Radiology, 2016 - pubs.rsna.org
Unlike neurologic conditions, such as brain tumors, dementia, and stroke, the neural
mechanisms for all psychiatric disorders remain unclear. A large body of research obtained …
mechanisms for all psychiatric disorders remain unclear. A large body of research obtained …