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Connectome disruptions after hypoxic-ischaemic injury associate with consciousness disorder severity.

Overview

Authors: Sofia G Hilger1, Eric S Rosenthal2, Annelise M Kulpanowski1, Jacob A Dodelson1, Gaston Cudemus-Deseda3, Marjorie Villien1, Brian L Edlow1,2, James L Januzzi4, MingMing Ning2, W Taylor Kimberly2, Edilberto Amorim2, M Brandon Westover5, William A Copen6, Pamela W Schaefer6, Joseph T Giacino7, David M Greer8, Ona Wu1
  1. Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
  2. Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA
  3. Department of Cardiac Anesthesiology and Critical Care Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
  4. Department of Medicine, Cardiology Division, Massachusetts General Hospital and Baim Institute for Clinical Research, Boston, MA 02114, USA
  5. Beth Israel Deaconess Medical Center, Boston, MA 02215, USA
  6. Department of Radiology, Neuroradiology Division, Massachusetts General Hospital, Boston, MA 02114, USA
  7. Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Harvard Medical School, Charlestown, MA 02129, USA
  8. Department of Neurology, Boston University School of Medicine, Boston Medical Center, Boston, MA 02118, USA
Journal: Brain communications, volume 8, issue 2, article fcag117
Dates: received 15 October 2025; accepted 31 March 2026; published online 2 April 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.1093/braincomms/fcag117 · PMID 42051852 · PMCID PMC13111490 · OpenAlex W7147438330
Open access: gold, a free copy (OpenAlex)
Status: data only
Categories: structural MRI / diffusion (modality), human (organism), other condition (population), stroke (population), cognitive (subfield)
Methods: Statistics, Graphs, fMRI & imaging
Keywords: hypoxic ischaemic brain injury, structural connectome, disorders of consciousness, diffusion MRI, brain connectivity
Topic: Functional Brain Connectivity Studies (Cognitive Neuroscience, Neuroscience), according to OpenAlex
Funding: NINDS NIH HHS (R01 NS102574)
Citations: not cited yet (Europe PMC); 79 references in the paper

Abstract

Accurate neuroprognostication of cardiac arrest survivors who are initially comatose after restoration of spontaneous circulation is crucial for guiding patient management. Because hypoxic-ischaemic injury is typically diffuse, damage to a network of brain regions is likely involved in the patient’s disorder of consciousness. To quantify these complex brain network changes, graph theoretical methods were applied. We hypothesize that structural connectivity metrics may provide insights into which patients will likely recover consciousness. Eighteen comatose patients (50 ± 22 years, 44% male) and four healthy participants (40 ± 20 years, 50% male) underwent multi-shell high angular diffusion MRI as part of a prospective study. Structural connectivity matrices were constructed using probabilistic tractography to measure the likelihood of connections between anatomical regions. Network topology alterations were quantified using clustering coefficient, global efficiency and degree. Hub index analysis was performed to explore the impact of anoxic injury on high-degree hubs. Network parameters were compared between patients with arousal recovery (AR, eye-opening to auditory or noxious stimulation) and without arousal recovery (No AR). Analyses were repeated for AR patients who achieved emergence from the minimally conscious state (EMCS) within one-year post-cardiac arrest and AR patients who did not achieve EMCS (AR′). Significant differences were observed between the Controls, AR and No AR for all four metrics (Kruskal–Wallis Tests, P < 0.05). Worsening disorders of consciousness were associated with decreasing brain complexity (Kendall's tau, P<0.01). Post-hoc testing showed Control values were significantly greater than No AR for all metrics (Wilcoxon rank sum, P < 0.05). Control values were greater than AR for all metrics (P < 0.05), except the clustering coefficient (P = 0.36). AR was significantly greater than No AR for all metrics (P < 0.05), except for the hub index (P = 0.12). Notable differences between AR′ and Controls were observed for all metrics (P < 0.05), except clustering coefficient (P = 0.11). No significant differences were found between AR′ and No AR groups. In contrast, for all metrics, EMCS values were not significantly different compared with the Controls but were significantly different than the No AR cohort values (P < 0.05). The hub index analysis revealed disproportionate damage to high-degree nodes such as the thalamus, putamen and precuneus, further linking topological disruption to the severity of outcomes. This study highlights the potential of graph theoretical measures of structural connectivity to guide decisions in the care of comatose cardiac arrest patients. By bridging structural connectivity with clinical outcomes, this research provides valuable insights into the neural mechanisms underlying consciousness and recovery after cardiac arrest.

Reproduced under the paper's license (CC BY), from the paper cited above.

Code

The paper links to its data, not to its authors' code: see the Data section.

The paper's code and data availability statement is in the Data section.

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Data

Datasets cited

Data availability

The data that support the findings of this study are available on request from the corresponding author, pending approval of the local Institutional Review Board, with appropriate data usage agreement. The data are not publicly available due to privacy concerns of individuals that participated in the study. Code used for analyses are available at the Harvard Dataverse at https://doi.org/10.7910/DVN/PYJSYC.78

Reproduced under the paper's license (CC BY), from the paper cited above.

Versions

The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.

Version 1, 28 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 17 authors, 5 keywords, 1 funder, 76 references.

Cite

This paper

Hilger, S. G., Rosenthal, E. S., Kulpanowski, A. M., Dodelson, J. A., Cudemus-Deseda, G., Villien, M., Edlow, B. L., Januzzi, J. L., Ning, M., Kimberly, W. T., Amorim, E., Westover, M. B., Copen, W. A., Schaefer, P. W., Giacino, J. T., Greer, D. M., & Wu, O. (2026). Connectome disruptions after hypoxic-ischaemic injury associate with consciousness disorder severity. Brain communications, 8(2), fcag117. https://doi.org/10.1093/braincomms/fcag117

BibTeX

@article{hilger2026connectome,
author = {Hilger, Sofia G and Rosenthal, Eric S and Kulpanowski, Annelise M and Dodelson, Jacob A and Cudemus-Deseda, Gaston and Villien, Marjorie and Edlow, Brian L and Januzzi, James L and Ning, MingMing and Kimberly, W Taylor and Amorim, Edilberto and Westover, M Brandon and Copen, William A and Schaefer, Pamela W and Giacino, Joseph T and Greer, David M and Wu, Ona},
title = {{Connectome disruptions after hypoxic-ischaemic injury associate with consciousness disorder severity}},
journal = {Brain communications},
year = {2026},
month = apr,
volume = {8},
number = {2},
pages = {fcag117},
publisher = {Oxford University Press},
issn = {2632-1297},
doi = {10.1093/braincomms/fcag117},
url = {https://doi.org/10.1093/braincomms/fcag117},
pmid = {42051852},
pmcid = {PMC13111490}
}

RIS

TY - JOUR
AU - Hilger, Sofia G
AU - Rosenthal, Eric S
AU - Kulpanowski, Annelise M
AU - Dodelson, Jacob A
AU - Cudemus-Deseda, Gaston
AU - Villien, Marjorie
AU - Edlow, Brian L
AU - Januzzi, James L
AU - Ning, MingMing
AU - Kimberly, W Taylor
AU - Amorim, Edilberto
AU - Westover, M Brandon
AU - Copen, William A
AU - Schaefer, Pamela W
AU - Giacino, Joseph T
AU - Greer, David M
AU - Wu, Ona
TI - Connectome disruptions after hypoxic-ischaemic injury associate with consciousness disorder severity
T2 - Brain communications
J2 - Brain Commun
PY - 2026
DA - 2026/04/02
VL - 8
IS - 2
SP - fcag117
SN - 2632-1297
PB - Oxford University Press
DO - 10.1093/braincomms/fcag117
UR - https://doi.org/10.1093/braincomms/fcag117
LA - en
ER -

CSL-JSON

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