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dc.contributor.author
Bourguignon, Lucie
dc.contributor.author
Vo, Anh Khoa
dc.contributor.author
Tong, Bobo
dc.contributor.author
Geisler, Fred
dc.contributor.author
Mach, Orpheus
dc.contributor.author
Maier, Doris
dc.contributor.author
Kramer, John L.K.
dc.contributor.author
Grassner, Lukas
dc.contributor.author
Jutzeler, Catherine
dc.date.accessioned
2021-08-17T12:31:09Z
dc.date.available
2021-07-15T10:26:26Z
dc.date.available
2021-08-02T12:48:45Z
dc.date.available
2021-08-17T12:31:09Z
dc.date.issued
2021-08
dc.identifier.issn
0897-7151
dc.identifier.issn
1557-9042
dc.identifier.other
10.1089/neu.2021.0012
en_US
dc.identifier.uri
http://hdl.handle.net/20.500.11850/494864
dc.identifier.doi
10.3929/ethz-b-000494864
dc.description.abstract
Our objective was to track and quantify the natural course of serological markers over the 1st year following spinal cord injury. For that purpose, data on serological markers, demographics, and injury characteristics were extracted from medical records of a clinical trial (Sygen) and an ongoing observational cohort study (Murnau study). The primary outcomes were concentration/levels/amount of commonly collected serological markers at multiple time points. Two-way analysis of variance (ANOVA) and mixed-effects regression techniques were used to account for the longitudinal data and adjust for potential confounders. Trajectories of serological markers contained in both data sources were compared using the slope of progression. Our results show that, at baseline (<= 2 weeks post-injury), most serological markers were at pathological levels, but returned to normal values over the course of 6-12 months post-injury. The baseline levels and longitudinal trajectories were dependent on injury severity. More complete injuries were associated with more pathological values (e.g., hematocrit, ANOVA test; chi(2) = 68.93, df = 3, adjusted p value <0.001, and chi(2) = 73.80, df = 3, adjusted p value <0.001, in the Sygen and Murnau studies, respectively). Comparing the two databases revealed some differences in the serological markers, which are likely attributable to differences in study design, sample size, and standard of care. We conclude that because of trauma-induced physiological perturbations, serological markers undergo marked changes over the course of recovery, from initial pathological levels that normalize within a year. The findings from this study are important, as they provide a benchmark for clinical decision making and prospective clinical trials. All results can be interactively explored on the Haemosurveillance web site (https://jutzelec.shinyapps.io/Haemosurveillance/) and GitHub repository (https://github.com/jutzca/Systemic-effects-of-Spinal-Cord-Injury).
en_US
dc.format
application/pdf
en_US
dc.language.iso
en
en_US
dc.publisher
Mary Ann Liebert
en_US
dc.rights.uri
http://creativecommons.org/licenses/by-nc/4.0/
dc.subject
clinical trial safety
en_US
dc.subject
cohort studies
en_US
dc.subject
serological markers
en_US
dc.subject
spinal cord trauma
en_US
dc.subject
systemic effects
en_US
dc.title
Natural Progression of Routine Laboratory Markers after Spinal Trauma: A Longitudinal, Multi-Cohort Study
en_US
dc.type
Journal Article
dc.rights.license
Creative Commons Attribution-NonCommercial 4.0 International
dc.date.published
2021-05-28
ethz.journal.title
Journal of Neurotrauma
ethz.journal.volume
38
en_US
ethz.journal.issue
15
en_US
ethz.journal.abbreviated
J Neurotrauma
ethz.pages.start
2151
en_US
ethz.pages.end
2161
en_US
ethz.version.deposit
publishedVersion
en_US
ethz.grant
Precision-Medicine for Neurological Disorders: Harnessing the Power of Big Data and Machine Learning for Biomarker Discovery and Drug Repositioning Strategies
en_US
ethz.identifier.wos
ethz.identifier.scopus
ethz.publication.place
Larchmont, NY
en_US
ethz.publication.status
published
en_US
ethz.leitzahl
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02060 - Dep. Biosysteme / Dep. of Biosystems Science and Eng.::09486 - Borgwardt, Karsten M. (ehemalig) / Borgwardt, Karsten M. (former)
en_US
ethz.leitzahl.certified
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02060 - Dep. Biosysteme / Dep. of Biosystems Science and Eng.::09486 - Borgwardt, Karsten M. (ehemalig) / Borgwardt, Karsten M. (former)
en_US
ethz.grant.agreementno
186101
ethz.grant.fundername
SNF
ethz.grant.funderDoi
10.13039/501100001711
ethz.grant.program
Ambizione
ethz.date.deposited
2021-07-15T10:27:34Z
ethz.source
WOS
ethz.eth
yes
en_US
ethz.availability
Open access
en_US
ethz.rosetta.installDate
2021-08-17T12:31:17Z
ethz.rosetta.lastUpdated
2024-02-02T14:32:14Z
ethz.rosetta.versionExported
true
ethz.COinS
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