[HTML][HTML] Present and future antipsychotic drugs: A systematic review of the putative mechanisms of action for efficacy and a critical appraisal under a translational …
A de Bartolomeis, A Barone, V Begni, MA Riva - Pharmacological research, 2022 - Elsevier
Antipsychotics represent the mainstay of schizophrenia pharmacological therapy, and their
role has been expanded in the last years to mood disorders treatment. Although introduced …
role has been expanded in the last years to mood disorders treatment. Although introduced …
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 …
Resting-state functional connectivity predictors of treatment response in schizophrenia–A systematic review and meta-analysis
We aimed to systematically synthesize and quantify the utility of pre-treatment resting-state
functional magnetic resonance imaging (rs-fMRI) in predicting antipsychotic response in …
functional magnetic resonance imaging (rs-fMRI) in predicting antipsychotic response in …
[HTML][HTML] Structure-function coupling in white matter uncovers the abnormal brain connectivity in schizophrenia
Schizophrenia is characterized by dysconnectivity syndrome. Evidence of widespread
impairment of structural and functional integration has been demonstrated in schizophrenia …
impairment of structural and functional integration has been demonstrated in schizophrenia …
[HTML][HTML] Machine learning methods to predict outcomes of pharmacological treatment in psychosis
In recent years, machine learning (ML) has been a promising approach in the research of
treatment outcome prediction in psychosis. In this study, we reviewed ML studies using …
treatment outcome prediction in psychosis. In this study, we reviewed ML studies using …
[HTML][HTML] PDE10A inhibitors—clinical failure or window into antipsychotic drug action?
FS Menniti, TA Chappie, CJ Schmidt - Frontiers in Neuroscience, 2021 - frontiersin.org
PDE10A, a phosphodiesterase that inactivates both cAMP and cGMP, is a unique signaling
molecule in being highly and nearly exclusively expressed in striatal medium spiny neurons …
molecule in being highly and nearly exclusively expressed in striatal medium spiny neurons …
[PDF][PDF] Detecting abnormal brain regions in schizophrenia using structural MRI via machine learning.
ZH Chen, T Yan, EL Wang, H Jiang… - Computational …, 2020 - downloads.hindawi.com
Utilizing neuroimaging and machine learning (ML) to differentiate schizophrenia (SZ)
patients from normal controls (NCs) and for detecting abnormal brain regions in …
patients from normal controls (NCs) and for detecting abnormal brain regions in …
[HTML][HTML] Predicting treatment response in schizophrenia with magnetic resonance imaging and polygenic risk score
Background: Prior studies have separately demonstrated that magnetic resonance imaging
(MRI) and schizophrenia polygenic risk score (PRS) are predictive of antipsychotic …
(MRI) and schizophrenia polygenic risk score (PRS) are predictive of antipsychotic …
[HTML][HTML] Dynamic functional connectivity and its anatomical substrate reveal treatment outcome in first-episode drug-naïve schizophrenia
Z Zhang, K Zhuo, Q Xiang, Y Sun, J Suckling… - Translational …, 2021 - nature.com
Convergent evidence has suggested a significant effect of antipsychotic exposure on brain
structure and function in patients with schizophrenia, yet the characteristics of favorable …
structure and function in patients with schizophrenia, yet the characteristics of favorable …
The schizophrenia syndrome, circa 2024: What we know and how that informs its nature
R Tandon, H Nasrallah, S Akbarian… - Schizophrenia …, 2024 - Elsevier
With new data about different aspects of schizophrenia being continually generated, it
becomes necessary to periodically revisit exactly what we know. Along with a need to review …
becomes necessary to periodically revisit exactly what we know. Along with a need to review …