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Integrating Insults: Using Fault Tree Analysis to Guide Schizophrenia Research across Levels of Analysis

The grand challenges of schizophrenia research are linking the causes of the disorder to its symptoms and finding ways to overcome those symptoms. We argue that the field will be unable to address these challenges within psychiatry’s standard neo-Kraepelinian (DSM) perspective. At the same time the...

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Autores principales: MacDonald III, Angus W., Zick, Jennifer L., Chafee, Matthew V., Netoff, Theoden I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4702292/
https://www.ncbi.nlm.nih.gov/pubmed/26779007
http://dx.doi.org/10.3389/fnhum.2015.00698
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author MacDonald III, Angus W.
Zick, Jennifer L.
Chafee, Matthew V.
Netoff, Theoden I.
author_facet MacDonald III, Angus W.
Zick, Jennifer L.
Chafee, Matthew V.
Netoff, Theoden I.
author_sort MacDonald III, Angus W.
collection PubMed
description The grand challenges of schizophrenia research are linking the causes of the disorder to its symptoms and finding ways to overcome those symptoms. We argue that the field will be unable to address these challenges within psychiatry’s standard neo-Kraepelinian (DSM) perspective. At the same time the current corrective, based in molecular genetics and cognitive neuroscience, is also likely to flounder due to its neglect for psychiatry’s syndromal structure. We suggest adopting a new approach long used in reliability engineering, which also serves as a synthesis of these approaches. This approach, known as fault tree analysis, can be combined with extant neuroscientific data collection and computational modeling efforts to uncover the causal structures underlying the cognitive and affective failures in people with schizophrenia as well as other complex psychiatric phenomena. By making explicit how causes combine from basic faults to downstream failures, this approach makes affordances for: (1) causes that are neither necessary nor sufficient in and of themselves; (2) within-diagnosis heterogeneity; and (3) between diagnosis co-morbidity.
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spelling pubmed-47022922016-01-15 Integrating Insults: Using Fault Tree Analysis to Guide Schizophrenia Research across Levels of Analysis MacDonald III, Angus W. Zick, Jennifer L. Chafee, Matthew V. Netoff, Theoden I. Front Hum Neurosci Neuroscience The grand challenges of schizophrenia research are linking the causes of the disorder to its symptoms and finding ways to overcome those symptoms. We argue that the field will be unable to address these challenges within psychiatry’s standard neo-Kraepelinian (DSM) perspective. At the same time the current corrective, based in molecular genetics and cognitive neuroscience, is also likely to flounder due to its neglect for psychiatry’s syndromal structure. We suggest adopting a new approach long used in reliability engineering, which also serves as a synthesis of these approaches. This approach, known as fault tree analysis, can be combined with extant neuroscientific data collection and computational modeling efforts to uncover the causal structures underlying the cognitive and affective failures in people with schizophrenia as well as other complex psychiatric phenomena. By making explicit how causes combine from basic faults to downstream failures, this approach makes affordances for: (1) causes that are neither necessary nor sufficient in and of themselves; (2) within-diagnosis heterogeneity; and (3) between diagnosis co-morbidity. Frontiers Media S.A. 2016-01-06 /pmc/articles/PMC4702292/ /pubmed/26779007 http://dx.doi.org/10.3389/fnhum.2015.00698 Text en Copyright © 2016 MacDonald, Zick, Chafee and Netoff. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution and reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
MacDonald III, Angus W.
Zick, Jennifer L.
Chafee, Matthew V.
Netoff, Theoden I.
Integrating Insults: Using Fault Tree Analysis to Guide Schizophrenia Research across Levels of Analysis
title Integrating Insults: Using Fault Tree Analysis to Guide Schizophrenia Research across Levels of Analysis
title_full Integrating Insults: Using Fault Tree Analysis to Guide Schizophrenia Research across Levels of Analysis
title_fullStr Integrating Insults: Using Fault Tree Analysis to Guide Schizophrenia Research across Levels of Analysis
title_full_unstemmed Integrating Insults: Using Fault Tree Analysis to Guide Schizophrenia Research across Levels of Analysis
title_short Integrating Insults: Using Fault Tree Analysis to Guide Schizophrenia Research across Levels of Analysis
title_sort integrating insults: using fault tree analysis to guide schizophrenia research across levels of analysis
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4702292/
https://www.ncbi.nlm.nih.gov/pubmed/26779007
http://dx.doi.org/10.3389/fnhum.2015.00698
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