How doctors diagnose diseases and prescribe treatments: an fMRI study of diagnostic salience

Abstract Understanding the brain mechanisms involved in diagnostic reasoning may contribute to the development of methods that reduce errors in medical practice. In this study we identified similar brain systems for diagnosing diseases, prescribing treatments, and naming animals and objects using wr...

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Main Authors: Marcio Melo, Gustavo D. F. Gusso, Marcelo Levites, Edson Amaro Jr., Eduardo Massad, Paulo A. Lotufo, Peter Zeidman, Cathy J. Price, Karl J. Friston
Format: Article
Language:English
Published: Nature Publishing Group 2017-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-017-01482-0
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spelling doaj-68b52e29bb9647e1b90bcc9048f59fae2020-12-08T01:15:57ZengNature Publishing GroupScientific Reports2045-23222017-05-017111310.1038/s41598-017-01482-0How doctors diagnose diseases and prescribe treatments: an fMRI study of diagnostic salienceMarcio Melo0Gustavo D. F. Gusso1Marcelo Levites2Edson Amaro Jr.3Eduardo Massad4Paulo A. Lotufo5Peter Zeidman6Cathy J. Price7Karl J. Friston8Laboratory of Medical Investigations, LIM-01, Faculty of Medicine of the University of São PauloDepartment of Internal Medicine, Faculty of Medicine of the University of São PauloDepartment of Internal Medicine, Faculty of Medicine of the University of São PauloAlbert Einstein Israelite Hospital, IIEPLaboratory of Medical Investigations, LIM-01, Faculty of Medicine of the University of São PauloDepartment of Internal Medicine, Faculty of Medicine of the University of São PauloWellcome Trust Centre for Neuroimaging, University College LondonWellcome Trust Centre for Neuroimaging, University College LondonWellcome Trust Centre for Neuroimaging, University College LondonAbstract Understanding the brain mechanisms involved in diagnostic reasoning may contribute to the development of methods that reduce errors in medical practice. In this study we identified similar brain systems for diagnosing diseases, prescribing treatments, and naming animals and objects using written information as stimuli. Employing time resolved modeling of blood oxygen level dependent (BOLD) responses enabled time resolved (400 milliseconds epochs) analyses. With this approach it was possible to study neural processes during successive stages of decision making. Our results showed that highly diagnostic information, reducing uncertainty about the diagnosis, decreased monitoring activity in the frontoparietal attentional network and may contribute to premature diagnostic closure, an important cause of diagnostic errors. We observed an unexpected and remarkable switch of BOLD activity within a right lateralized set of brain regions related to awareness and auditory monitoring at the point of responding. We propose that this neurophysiological response is the neural substrate of awareness of one’s own (verbal) response. Our results highlight the intimate relation between attentional mechanisms, uncertainty, and decision making and may assist the advance of approaches to prevent premature diagnostic closure.https://doi.org/10.1038/s41598-017-01482-0
collection DOAJ
language English
format Article
sources DOAJ
author Marcio Melo
Gustavo D. F. Gusso
Marcelo Levites
Edson Amaro Jr.
Eduardo Massad
Paulo A. Lotufo
Peter Zeidman
Cathy J. Price
Karl J. Friston
spellingShingle Marcio Melo
Gustavo D. F. Gusso
Marcelo Levites
Edson Amaro Jr.
Eduardo Massad
Paulo A. Lotufo
Peter Zeidman
Cathy J. Price
Karl J. Friston
How doctors diagnose diseases and prescribe treatments: an fMRI study of diagnostic salience
Scientific Reports
author_facet Marcio Melo
Gustavo D. F. Gusso
Marcelo Levites
Edson Amaro Jr.
Eduardo Massad
Paulo A. Lotufo
Peter Zeidman
Cathy J. Price
Karl J. Friston
author_sort Marcio Melo
title How doctors diagnose diseases and prescribe treatments: an fMRI study of diagnostic salience
title_short How doctors diagnose diseases and prescribe treatments: an fMRI study of diagnostic salience
title_full How doctors diagnose diseases and prescribe treatments: an fMRI study of diagnostic salience
title_fullStr How doctors diagnose diseases and prescribe treatments: an fMRI study of diagnostic salience
title_full_unstemmed How doctors diagnose diseases and prescribe treatments: an fMRI study of diagnostic salience
title_sort how doctors diagnose diseases and prescribe treatments: an fmri study of diagnostic salience
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2017-05-01
description Abstract Understanding the brain mechanisms involved in diagnostic reasoning may contribute to the development of methods that reduce errors in medical practice. In this study we identified similar brain systems for diagnosing diseases, prescribing treatments, and naming animals and objects using written information as stimuli. Employing time resolved modeling of blood oxygen level dependent (BOLD) responses enabled time resolved (400 milliseconds epochs) analyses. With this approach it was possible to study neural processes during successive stages of decision making. Our results showed that highly diagnostic information, reducing uncertainty about the diagnosis, decreased monitoring activity in the frontoparietal attentional network and may contribute to premature diagnostic closure, an important cause of diagnostic errors. We observed an unexpected and remarkable switch of BOLD activity within a right lateralized set of brain regions related to awareness and auditory monitoring at the point of responding. We propose that this neurophysiological response is the neural substrate of awareness of one’s own (verbal) response. Our results highlight the intimate relation between attentional mechanisms, uncertainty, and decision making and may assist the advance of approaches to prevent premature diagnostic closure.
url https://doi.org/10.1038/s41598-017-01482-0
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