Cargando…

Neuroimaging-based pain biomarkers: definitions, clinical and research applications, and evaluation frameworks to achieve personalized pain medicine

One of the key ambitions of neuroimaging-based pain biomarker research is to augment patient and clinician reporting of clinically relevant phenomena with neural measures for prediction, prognosis, and detection of pain. Despite years of productive research on the neuroimaging of pain, such applicat...

Descripción completa

Detalles Bibliográficos
Autores principales: Mackey, Sean, Greely, Henry T., Martucci, Katherine T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6727999/
https://www.ncbi.nlm.nih.gov/pubmed/31579854
http://dx.doi.org/10.1097/PR9.0000000000000762
_version_ 1783449357841858560
author Mackey, Sean
Greely, Henry T.
Martucci, Katherine T.
author_facet Mackey, Sean
Greely, Henry T.
Martucci, Katherine T.
author_sort Mackey, Sean
collection PubMed
description One of the key ambitions of neuroimaging-based pain biomarker research is to augment patient and clinician reporting of clinically relevant phenomena with neural measures for prediction, prognosis, and detection of pain. Despite years of productive research on the neuroimaging of pain, such applications have seen little advancement. However, recent developments in identifying brain-based biomarkers of pain through advances in technology and multivariate pattern analysis provide some optimism. Here, we (1) define and review the different types of potential neuroimaging-based biomarkers, their clinical and research applications, and their limitations and (2) describe frameworks for evaluation of pain biomarkers used in other fields (eg, genetics, cancer, cardiovascular disease, immune system disorders, and rare diseases) to achieve broad clinical and research utility and minimize the risks of misapplication of this emerging technology. To conclude, we discuss future directions for neuroimaging-based biomarker research to achieve the goal of personalized pain medicine.
format Online
Article
Text
id pubmed-6727999
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Wolters Kluwer
record_format MEDLINE/PubMed
spelling pubmed-67279992019-10-02 Neuroimaging-based pain biomarkers: definitions, clinical and research applications, and evaluation frameworks to achieve personalized pain medicine Mackey, Sean Greely, Henry T. Martucci, Katherine T. Pain Rep Special Issue on Innovations and Controversies in Brain Imaging of Pain: Methods and Interpretations One of the key ambitions of neuroimaging-based pain biomarker research is to augment patient and clinician reporting of clinically relevant phenomena with neural measures for prediction, prognosis, and detection of pain. Despite years of productive research on the neuroimaging of pain, such applications have seen little advancement. However, recent developments in identifying brain-based biomarkers of pain through advances in technology and multivariate pattern analysis provide some optimism. Here, we (1) define and review the different types of potential neuroimaging-based biomarkers, their clinical and research applications, and their limitations and (2) describe frameworks for evaluation of pain biomarkers used in other fields (eg, genetics, cancer, cardiovascular disease, immune system disorders, and rare diseases) to achieve broad clinical and research utility and minimize the risks of misapplication of this emerging technology. To conclude, we discuss future directions for neuroimaging-based biomarker research to achieve the goal of personalized pain medicine. Wolters Kluwer 2019-08-07 /pmc/articles/PMC6727999/ /pubmed/31579854 http://dx.doi.org/10.1097/PR9.0000000000000762 Text en Copyright © 2019 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of The International Association for the Study of Pain. This is an open access article distributed under the Creative Commons Attribution License 4.0 (CCBY) (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Special Issue on Innovations and Controversies in Brain Imaging of Pain: Methods and Interpretations
Mackey, Sean
Greely, Henry T.
Martucci, Katherine T.
Neuroimaging-based pain biomarkers: definitions, clinical and research applications, and evaluation frameworks to achieve personalized pain medicine
title Neuroimaging-based pain biomarkers: definitions, clinical and research applications, and evaluation frameworks to achieve personalized pain medicine
title_full Neuroimaging-based pain biomarkers: definitions, clinical and research applications, and evaluation frameworks to achieve personalized pain medicine
title_fullStr Neuroimaging-based pain biomarkers: definitions, clinical and research applications, and evaluation frameworks to achieve personalized pain medicine
title_full_unstemmed Neuroimaging-based pain biomarkers: definitions, clinical and research applications, and evaluation frameworks to achieve personalized pain medicine
title_short Neuroimaging-based pain biomarkers: definitions, clinical and research applications, and evaluation frameworks to achieve personalized pain medicine
title_sort neuroimaging-based pain biomarkers: definitions, clinical and research applications, and evaluation frameworks to achieve personalized pain medicine
topic Special Issue on Innovations and Controversies in Brain Imaging of Pain: Methods and Interpretations
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6727999/
https://www.ncbi.nlm.nih.gov/pubmed/31579854
http://dx.doi.org/10.1097/PR9.0000000000000762
work_keys_str_mv AT mackeysean neuroimagingbasedpainbiomarkersdefinitionsclinicalandresearchapplicationsandevaluationframeworkstoachievepersonalizedpainmedicine
AT greelyhenryt neuroimagingbasedpainbiomarkersdefinitionsclinicalandresearchapplicationsandevaluationframeworkstoachievepersonalizedpainmedicine
AT martuccikatherinet neuroimagingbasedpainbiomarkersdefinitionsclinicalandresearchapplicationsandevaluationframeworkstoachievepersonalizedpainmedicine