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MRI markers of brain network integrity relate to neurological outcome in postanoxic coma

AIM: Current multimodal approaches leave approximately half of the comatose patients after cardiac arrest with an indeterminate prognosis. Here we investigated whether early MRI markers of brain network integrity can distinguish between comatose patients with a good versus poor neurological outcome...

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Autores principales: Keijzer, Hanneke M., Lange, Puck A.M., Meijer, Frederick J.A., Tonino, Bart A.R., Blans, Michiel J., Klijn, Catharina J.M., Hoedemaekers, Cornelia W.E., Hofmeijer, Jeannette, Helmich, Rick C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9446009/
https://www.ncbi.nlm.nih.gov/pubmed/36058165
http://dx.doi.org/10.1016/j.nicl.2022.103171
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author Keijzer, Hanneke M.
Lange, Puck A.M.
Meijer, Frederick J.A.
Tonino, Bart A.R.
Blans, Michiel J.
Klijn, Catharina J.M.
Hoedemaekers, Cornelia W.E.
Hofmeijer, Jeannette
Helmich, Rick C.
author_facet Keijzer, Hanneke M.
Lange, Puck A.M.
Meijer, Frederick J.A.
Tonino, Bart A.R.
Blans, Michiel J.
Klijn, Catharina J.M.
Hoedemaekers, Cornelia W.E.
Hofmeijer, Jeannette
Helmich, Rick C.
author_sort Keijzer, Hanneke M.
collection PubMed
description AIM: Current multimodal approaches leave approximately half of the comatose patients after cardiac arrest with an indeterminate prognosis. Here we investigated whether early MRI markers of brain network integrity can distinguish between comatose patients with a good versus poor neurological outcome six months later. METHODS: We performed a prospective cohort study in 48 patients after cardiac arrest submitted in a comatose state to the Intensive Care Unit of two Dutch hospitals. MRI was performed at three days after cardiac arrest, including resting state functional MRI and diffusion-tensor imaging (DTI). Resting state fMRI was used to quantify functional connectivity within ten resting-state networks, and DTI to assess mean diffusivity (MD) in these same networks. We contrasted two groups of patients, those with good (n = 29, cerebral performance category 1–2) versus poor (n = 19, cerebral performance category 3–5) outcome at six months. Mutual associations between functional connectivity, MD, and clinical outcome were studied. RESULTS: Patients with good outcome show higher within-network functional connectivity (fMRI) and higher MD (DTI) than patients with poor outcome across 8/10 networks, most prominent in the default mode network, salience network, and visual network. While the anatomical distribution of outcome-related changes was similar for functional connectivity and MD, the pattern of inter-individual differences was very different: functional connectivity showed larger inter-individual variability in good versus poor outcome, while the opposite was observed for MD. Exploratory analyses suggested that it is possible to define network-specific cut-off values that could help in outcome prediction: (1) high functional connectivity and high MD, associated with good outcome; (2) low functional connectivity and low MD, associated with poor outcome; (3) low functional connectivity and high MD, associated with uncertain outcome. DISCUSSION: Resting-state functional connectivity and mean diffusivity-three days after cardiac arrest are strongly associated with neurological recovery-six months later in a complementary fashion. The combination of fMRI and MD holds potential to improve prediction of outcome.
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spelling pubmed-94460092022-09-07 MRI markers of brain network integrity relate to neurological outcome in postanoxic coma Keijzer, Hanneke M. Lange, Puck A.M. Meijer, Frederick J.A. Tonino, Bart A.R. Blans, Michiel J. Klijn, Catharina J.M. Hoedemaekers, Cornelia W.E. Hofmeijer, Jeannette Helmich, Rick C. Neuroimage Clin Regular Article AIM: Current multimodal approaches leave approximately half of the comatose patients after cardiac arrest with an indeterminate prognosis. Here we investigated whether early MRI markers of brain network integrity can distinguish between comatose patients with a good versus poor neurological outcome six months later. METHODS: We performed a prospective cohort study in 48 patients after cardiac arrest submitted in a comatose state to the Intensive Care Unit of two Dutch hospitals. MRI was performed at three days after cardiac arrest, including resting state functional MRI and diffusion-tensor imaging (DTI). Resting state fMRI was used to quantify functional connectivity within ten resting-state networks, and DTI to assess mean diffusivity (MD) in these same networks. We contrasted two groups of patients, those with good (n = 29, cerebral performance category 1–2) versus poor (n = 19, cerebral performance category 3–5) outcome at six months. Mutual associations between functional connectivity, MD, and clinical outcome were studied. RESULTS: Patients with good outcome show higher within-network functional connectivity (fMRI) and higher MD (DTI) than patients with poor outcome across 8/10 networks, most prominent in the default mode network, salience network, and visual network. While the anatomical distribution of outcome-related changes was similar for functional connectivity and MD, the pattern of inter-individual differences was very different: functional connectivity showed larger inter-individual variability in good versus poor outcome, while the opposite was observed for MD. Exploratory analyses suggested that it is possible to define network-specific cut-off values that could help in outcome prediction: (1) high functional connectivity and high MD, associated with good outcome; (2) low functional connectivity and low MD, associated with poor outcome; (3) low functional connectivity and high MD, associated with uncertain outcome. DISCUSSION: Resting-state functional connectivity and mean diffusivity-three days after cardiac arrest are strongly associated with neurological recovery-six months later in a complementary fashion. The combination of fMRI and MD holds potential to improve prediction of outcome. Elsevier 2022-08-26 /pmc/articles/PMC9446009/ /pubmed/36058165 http://dx.doi.org/10.1016/j.nicl.2022.103171 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Regular Article
Keijzer, Hanneke M.
Lange, Puck A.M.
Meijer, Frederick J.A.
Tonino, Bart A.R.
Blans, Michiel J.
Klijn, Catharina J.M.
Hoedemaekers, Cornelia W.E.
Hofmeijer, Jeannette
Helmich, Rick C.
MRI markers of brain network integrity relate to neurological outcome in postanoxic coma
title MRI markers of brain network integrity relate to neurological outcome in postanoxic coma
title_full MRI markers of brain network integrity relate to neurological outcome in postanoxic coma
title_fullStr MRI markers of brain network integrity relate to neurological outcome in postanoxic coma
title_full_unstemmed MRI markers of brain network integrity relate to neurological outcome in postanoxic coma
title_short MRI markers of brain network integrity relate to neurological outcome in postanoxic coma
title_sort mri markers of brain network integrity relate to neurological outcome in postanoxic coma
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9446009/
https://www.ncbi.nlm.nih.gov/pubmed/36058165
http://dx.doi.org/10.1016/j.nicl.2022.103171
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