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Open AccessJournal ArticleDOI

Identification of Distinct Psychosis Biotypes Using Brain-Based Biomarkers

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TLDR
These data illustrate how multiple pathways may lead to clinically similar psychosis manifestations, and they provide explanations for the marked heterogeneity observed across laboratories on the same biomarker variables when DSM diagnoses are used as the gold standard.
Abstract
Objective:Clinical phenomenology remains the primary means for classifying psychoses despite considerable evidence that this method incompletely captures biologically meaningful differentiations. Rather than relying on clinical diagnoses as the gold standard, this project drew on neurobiological heterogeneity among psychosis cases to delineate subgroups independent of their phenomenological manifestations.Method:A large biomarker panel (neuropsychological, stop signal, saccadic control, and auditory stimulation paradigms) characterizing diverse aspects of brain function was collected on individuals with schizophrenia, schizoaffective disorder, and bipolar disorder with psychosis (N=711), their first-degree relatives (N=883), and demographically comparable healthy subjects (N=278). Biomarker variance across paradigms was exploited to create nine integrated variables that were used to capture neurobiological variance among the psychosis cases. Data on external validating measures (social functioning, struct...

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Building better biomarkers: brain models in translational neuroimaging

TL;DR: The state of translational neuroimaging is reviewed, an approach to developing brain signatures that can be shared, tested in multiple contexts and applied in clinical settings is outlined and a program of broad exploration followed by increasingly rigorous assessment of generalizability is outlined.
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Three Approaches to Understanding and Classifying Mental Disorder: ICD-11, DSM-5, and the National Institute of Mental Health’s Research Domain Criteria (RDoC):

TL;DR: This work identifies four key issues that present challenges to understanding and classifying mental disorder and discusses how the three systems’ approaches to these key issues correspond or diverge as a result of their different histories, purposes, and constituencies.
Journal ArticleDOI

Linked dimensions of psychopathology and connectivity in functional brain networks.

TL;DR: It is shown that the symptom dimensions of mood, psychosis, fear and externalizing behavior exhibit unique patterns of functional dysconnectivity, delineate connectivity-guided dimensions of psychopathology that cross clinical diagnostic categories, which could serve as a foundation for developing network-based biomarkers in psychiatry.
Journal ArticleDOI

Nonsocial and social cognition in schizophrenia: current evidence and future directions.

TL;DR: The paper reviews the considerable efforts that have been directed to improve cognitive impairments in schizophrenia through novel psychopharmacology, cognitive remediation, social cognitive training, and alternative approaches, and considers areas that are emerging and have the potential to provide future insights.
References
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Book

Estimating the number of clusters in a dataset via the gap statistic

TL;DR: The gap statistic is proposed for estimating the number of clusters (groups) in a set of data by comparing the change in within‐cluster dispersion with that expected under an appropriate reference null distribution.
Journal ArticleDOI

The Family History Method Using Diagnostic Criteria: Reliability and Validity

TL;DR: This study reports on an instrument that has been developed for collecting information concerning family history and that provides criteria for 12 diagnoses--the Family History-Research Diagnostic Criteria.
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