Routinely measured haematological markers can help to predict AIS scores following spinal cord injury

By Gabriel Mateus Bernardo Harrington, Paul Cool, Charlotte Hulme, Aheed Osman, Joy Chowdhury, Naveen Kumar, Srinivasa Budithi & Karina Wright in Publications

July 27, 2020

Image credit: apparalyzed

Neurological outcomes following spinal cord injury (SCI) are currently difficult to predict. Whilst the initial American Spinal Injury Association (ASIA) Impairment Scale (AIS) grade can give an estimate of outcome, the high remaining degree of uncertainty has stoked recent interest in biomarkers for SCI. This study aimed to assess the prognostic value of routinely measured blood biomarkers by developing prognostic models of AIS scores at discharge and 12-months post-injury. Routine blood and clinical data were collected from SCI patients (n=427) and blood measures that had been assessed in less than 50% of patients were excluded. Outcome neurology was obtained from AIS and Spinal cord independence measure III (SCIM-III) scores at discharge and 12-months post-injury, with motor (AIS) and sensory (AIS, touch and prick) abilities being assessed individually. Linear regression models with and without elastic net penalisation were created for all outcome measures. Blood measures associated with liver function such as alanine transaminase were found to add value to predictions of SCIM-III at discharge and 12-months post-injury. Furthermore, components of a total blood count including haemoglobin were found to add value to predictions of AIS motor and sensory scores at discharge and 12-month post-injury. These findings corroborate the results of our previous preliminary study and thus provide further evidence that routine blood measures can add prognostic value in SCI, and that markers of liver function are of particular interest.

Posted on:
July 27, 2020
Length:
2 minute read, 228 words
Categories:
Publications
Tags:
Publication Spinal cord injury Prognostic model
See Also:
A comprehensive proteomic and bioinformatics analysis of human spinal cord injury plasma identifies proteins associated with the complement cascade and liver function as potential prognostic indicators of neurological outcome
A multimodal approach to biomarker discovery for spinal cord injury
Joint CDT Conference 2020