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Depth-sensitive cerebral blood flow and low-frequency oscillations for consciousness assessment using time-domain diffuse correlation spectroscopy.

Overview

Authors: Sahar Sabaghian1, Chien-Sing Poon2, Carsi Kim1, Christopher H. Moore1, Irfaan Dar1, Timothy M. Rambo3, Aaron J. Miller3, Sujith Swarna4, Noah Lubin4, Sima Mofakkam4, Charles Mikell4, Jingxing Wang4, Brandon Foreman5, Ulas Sunar1
  1. Stony Brook University, Department of Biomedical Engineering, Stony Brook, New York, United States
  2. Wright State University, Department of Biomedical Engineering, Dayton, Ohio, United States
  3. Quantum Opus LLC, Plymouth, Michigan, United States
  4. Stony Brook University, Department of Neurosurgery, Stony Brook, New York, United States
  5. University of Cincinnati, Department of Neurology & Rehabilitation Medicine, Cincinnati, Ohio, United States
Institutions: Stony Brook University (United States); Wright State University (United States); Quantum Opus (United States) (United States); University of Cincinnati (United States)
Journal: Neurophotonics, volume 13, issue 2, article 025005
Dates: received 3 December 2025; accepted 2 March 2026; published online 23 March 2026; in print April 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.1117/1.nph.13.2.025005 · PMID 41878353 · PMCID PMC13006803 · OpenAlex W7140093647
Open access: gold, a free copy (OpenAlex)
Status: code on request (how the code is found and verified)
Categories: human (organism), other condition (population), traumatic brain injury (population), cognitive (subfield)
Methods: Spectral & time-frequency, Connectivity, Preprocessing, fMRI & imaging, Smoothing, state filtering, decompositions
Keywords: cerebral blood flow, disorders of consciousness, low-frequency oscillations, time-domain diffuse correlation spectroscopy, traumatic brain injury
Topic: Optical Imaging and Spectroscopy Techniques (Radiology, Nuclear Medicine and Imaging, Medicine), according to OpenAlex
Funding: National Institutes of Health (NIH) R01 [National Institute of Biomedical Imaging and Bioengineering (NIBIB) Brain Initiative] (7R01EB031759-03)
Citations: not cited yet (Europe PMC); 128 references in the paper

Abstract

Significance: Continuous bedside monitoring of cerebral blood flow (CBF) and neurovascular dynamics is important for assessing brain function and detecting secondary injury in patients with traumatic brain injury (TBI) and disorders of consciousness (DOC). However, most neuroimaging modalities lack portability or depth specificity for use in neurocritical care settings.

Aim: This study evaluates the feasibility of using time-domain diffuse correlation spectroscopy (TD-DCS) for depth-sensitive monitoring of cerebral blood flow and low-frequency oscillations (LFOs) in healthy individuals and patients with DOC.

Approach: A 1064-nm TD-DCS system equipped with superconducting nanowire single-photon detectors (SNSPDs) was used to acquire resting-state measurements from 25 healthy adults and five TBI patients with DOC. Photon arrival times were temporally gated to separate superficial and cortical-weighted signals. Cerebral blood flow index and LFO characteristics were analyzed using power spectral density within the Slow-5, Slow-4, and Slow-3 frequency bands. Task-evoked responses were also assessed using an auditory “smile” command paradigm.

Results: Compared with healthy controls, DOC patients exhibited altered resting-state LFO amplitude and spectral distribution, with a relative shift toward slower oscillatory components. Task-evoked measurements demonstrated clear hemodynamic responses in healthy participants, while responses in DOC patients were attenuated and more transient.

Conclusion: TD-DCS provides a noninvasive and depth-resolved approach for monitoring cerebral hemodynamics and spontaneous oscillatory activity, supporting its potential as a portable bedside tool for assessing cerebrovascular dynamics and residual cortical responsiveness in neurocritical-care patients.

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

Code

The paper says that its authors' code is available on request: it was not published with the paper, so there is nothing to verify.

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

Tracing map

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Data

No dataset and no data link were found in the paper.

Code and Data Availability

Data may be provided by the corresponding author upon reasonable request.

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, 30 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 14 authors, 5 keywords, 1 funder, 126 references.

Cite

This paper

Sabaghian, S., Poon, C.-S., Kim, C., Moore, C. H., Dar, I., Rambo, T. M., Miller, A. J., Swarna, S., Lubin, N., Mofakkam, S., Mikell, C., Wang, J., Foreman, B., & Sunar, U. (2026). Depth-sensitive cerebral blood flow and low-frequency oscillations for consciousness assessment using time-domain diffuse correlation spectroscopy. Neurophotonics, 13(2), 025005. https://doi.org/10.1117/1.nph.13.2.025005

BibTeX

@article{sabaghian2026depth,
author = {Sabaghian, Sahar and Poon, Chien-Sing and Kim, Carsi and Moore, Christopher H. and Dar, Irfaan and Rambo, Timothy M. and Miller, Aaron J. and Swarna, Sujith and Lubin, Noah and Mofakkam, Sima and Mikell, Charles and Wang, Jingxing and Foreman, Brandon and Sunar, Ulas},
title = {{Depth-sensitive cerebral blood flow and low-frequency oscillations for consciousness assessment using time-domain diffuse correlation spectroscopy}},
journal = {Neurophotonics},
year = {2026},
month = mar,
volume = {13},
number = {2},
pages = {025005},
publisher = {Society of Photo-Optical Instrumentation Engineers},
issn = {2329-423X},
doi = {10.1117/1.nph.13.2.025005},
url = {https://doi.org/10.1117/1.nph.13.2.025005},
pmid = {41878353},
pmcid = {PMC13006803}
}

RIS

TY - JOUR
AU - Sabaghian, Sahar
AU - Poon, Chien-Sing
AU - Kim, Carsi
AU - Moore, Christopher H.
AU - Dar, Irfaan
AU - Rambo, Timothy M.
AU - Miller, Aaron J.
AU - Swarna, Sujith
AU - Lubin, Noah
AU - Mofakkam, Sima
AU - Mikell, Charles
AU - Wang, Jingxing
AU - Foreman, Brandon
AU - Sunar, Ulas
TI - Depth-sensitive cerebral blood flow and low-frequency oscillations for consciousness assessment using time-domain diffuse correlation spectroscopy
T2 - Neurophotonics
J2 - Neurophotonics
PY - 2026
DA - 2026/03/23
VL - 13
IS - 2
SP - 025005
SN - 2329-423X
PB - Society of Photo-Optical Instrumentation Engineers
DO - 10.1117/1.nph.13.2.025005
UR - https://doi.org/10.1117/1.nph.13.2.025005
LA - en
ER -

CSL-JSON

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