Evidence map›Paper›PMID 42658381›Full record

ArticleIntensive care medicine experimental2026

Exploring the temporal statistical relationship between commercial cerebral near-infrared spectroscopy signals and intracranial pressure in traumatic brain injury.

Noah Silvaggio, Kevin Y Stein, Makenna Coldwell, Vuk Roca, Amanjyot Singh Sainbhi, Isuru Herath, Tobias Bergmann, Rakibul Hasan, Mansoor Hayat, Jaewoong Moon and 1 more

Abstract read
In one paragraph

Article in Intensive care medicine experimental, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Noah SilvaggioDepartment of Human Anatomy and Cell Science, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada. silvaggn@myumanitoba.ca.ORCID http://orcid.org/0009-0003-3860-8134
Kevin Y SteinGraduate Program in Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, Canada.ORCID http://orcid.org/0000-0002-5983-008X
Makenna ColdwellGraduate Program in Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, Canada.
Vuk RocaUndergraduate Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB, Canada.
Amanjyot Singh SainbhiGraduate Program in Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, Canada.ORCID http://orcid.org/0000-0003-3231-5683
Isuru HerathGraduate Program in Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, Canada.
Tobias BergmannGraduate Program in Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, Canada.ORCID http://orcid.org/0009-0001-1082-6485
Rakibul HasanGraduate Program in Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, Canada.
Mansoor HayatSection of Neurosurgery, Department of Surgery, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada.
Jaewoong MoonSection of Neurosurgery, Department of Surgery, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada.
Frederick A ZeilerGraduate Program in Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, Canada.ORCID http://orcid.org/0000-0003-1737-0510

Funding

Canada Foundation for Innovation 38583CIHR 530549Endowed Manitoba Public Insurance (MPI) Chair in Neuroscience/TBI Research Endowment Endowed Manitoba Public Insurance (MPI) Chair in Neuroscience/TBI Research EndowmentHealth Sciences Centre Foundation Winnipeg Health Sciences Centre Foundation WinnipegMPI Neuroscience Research Operating Fund MPI Neuroscience Research Operating FundNSERC ALLRP-576386-22NSERC ALLRP-578524-22NSERC ALLRP-586244-23NSERC ALLRP-590680-2023,NSERC ALLRP-597442-24NSERC ALLRP-597708-24NSERC DGECR-2022-00260NSERC I2IPJ-586104-23NSERC I2IPJ-598125-24NSERC RGPIN-2022-03621NSERC CGS-D program CGS D-579021-2023NSERC CGS-M program NSERC CGS-M programNSERC PGS-D program PGS D-600443-2025Pan Am Clinic Foundation of Winnipeg. Pan Am Clinic Foundation of Winnipeg.Research Manitoba 3906Research Manitoba 5429Research Manitoba 5914Research Manitoba 6554Research Manitoba 7312Research Manitoba Master's Studentship Award Research Manitoba Master's Studentship AwardResearch Manitoba Post-Doctoral Fellowship Research Manitoba Post-Doctoral FellowshipUniversity of Manitoba Graduate Enhancement of Tri-Agency Stipends (GETS) program University of Manitoba Graduate Enhancement of Tri-Agency Stipends (GETS) programUniversity of Manitoba Graduate Enhancement of Tri-Agency Stipends (GETS) program. University of Manitoba Graduate Enhancement of Tri-Agency Stipends (GETS) program.University of Manitoba Graduate Fellowship (UMGF) in Biomedical Engineering University of Manitoba Graduate Fellowship (UMGF) in Biomedical EngineeringUniversity of Manitoba Graduate Fellowship (UMGF) in Biomedical Engineering. University of Manitoba Graduate Fellowship (UMGF) in Biomedical Engineering.University of Manitoba MD/PhD program University of Manitoba MD/PhD programUniversity of Manitoba R.G. and E.M. Graduate Fellowship (Doctoral) in Biomedical Engineering University of Manitoba R.G. and E.M. Graduate Fellowship (Doctoral) in Biomedical Engineering
6 · The paper itself

Abstract

backgroundMonitoring of intracranial pressure (ICP) is important for not only assessing neurological status of patients following traumatic brain injury (TBI), but also for guiding therapeutic interventions for the prevention of secondary neurological injury. Although current ICP monitoring techniques are highly temporally accurate, they come with some significant limitations. These limitations include the invasive nature, expertise required for placement of these devices, high cost associated with maintenance, and poor spatial resolution. Cerebral near-infrared spectroscopy (NIRS) offers a non-invasive alternative technique for cerebral physiological monitoring. This modality eliminates the need for surgical expertise, as well as decreasing the financial cost associated with monitoring cerebral physiology. Preliminary evidence has pointed to a potential link between the NIRS variable, regional oxygen saturation (rSO

resultsUtilizing retrospective high-frequency physiologic data from a population of 118 TBI patients across different temporal resolutions and data window sizes, we evaluated independent statistical signal structure of rSO

conclusionFindings from this study demonstrate convergence in the temporal statistical behaviour of ICP and rSO

Indexed as

Cerebral near-infrared spectroscopyICPIntracranial pressureNIRSRegional oxygen saturationRSO2

Identifiers

PMID42658381
PMCPMC13522304

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.