Connectome disruptions after hypoxic-ischaemic injury associate with consciousness disorder severity.
Overview
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA
- Department of Cardiac Anesthesiology and Critical Care Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
- Department of Medicine, Cardiology Division, Massachusetts General Hospital and Baim Institute for Clinical Research, Boston, MA 02114, USA
- Beth Israel Deaconess Medical Center, Boston, MA 02215, USA
- Department of Radiology, Neuroradiology Division, Massachusetts General Hospital, Boston, MA 02114, USA
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Harvard Medical School, Charlestown, MA 02129, USA
- Department of Neurology, Boston University School of Medicine, Boston Medical Center, Boston, MA 02118, USA
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.
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Data
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- doi:10.7910/
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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://
Reproduced under the paper's license (CC BY), from the paper cited above.
Versions
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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://
BibTeX
@article{hilger2026conne
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/
url = {https://
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/
VL - 8
IS - 2
SP - fcag117
SN - 2632-1297
PB - Oxford University Press
DO - 10.1093/
UR - https://
LA - en
ER -
CSL-JSON
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