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A Preliminary Cohort Study Assessing Routine Blood Analyte Levels and Neurological Outcome after Spinal Cord Injury
There is increasing interest in the identification of biomarkers that could predict neurological outcome following a spinal cord injury (SCI). Although initial American Spinal Injury Association (ASIA) Impairment Scale (AIS) grade is a good indicator of neurological outcome, for the patient and clin...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Mary Ann Liebert, Inc., publishers
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6978787/ https://www.ncbi.nlm.nih.gov/pubmed/31310157 http://dx.doi.org/10.1089/neu.2019.6495 |
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author | Brown, Sharon J. Harrington, Gabriel M.B. Hulme, Charlotte H. Morris, Rachel Bennett, Anna Tsang, Wai-Hung Osman, Aheed Chowdhury, Joy Kumar, Naveen Wright, Karina T. |
author_facet | Brown, Sharon J. Harrington, Gabriel M.B. Hulme, Charlotte H. Morris, Rachel Bennett, Anna Tsang, Wai-Hung Osman, Aheed Chowdhury, Joy Kumar, Naveen Wright, Karina T. |
author_sort | Brown, Sharon J. |
collection | PubMed |
description | There is increasing interest in the identification of biomarkers that could predict neurological outcome following a spinal cord injury (SCI). Although initial American Spinal Injury Association (ASIA) Impairment Scale (AIS) grade is a good indicator of neurological outcome, for the patient and clinicians, an element of uncertainty remains. This preliminary study aimed to assess the additive potential of routine blood analytes following principal component analysis (PCA) to develop prognostic models for neurological outcome following SCI. Routine blood and clinical data were collected from SCI patients (n = 82) and PCA used to reduce the number of blood analytes into related factors. Outcome neurology was obtained from AIS scores at 3 and 12 months post-injury, with motor (AIS and total including all myotomes) and sensory (AIS, touch and pain) abilities being assessed individually. Multiple regression models were created for all outcome measures. Blood analytes relating to “liver function” and “acute inflammation and liver function” factors were found to significantly increase prediction of neurological outcome at both 3 months (touch, pain, and AIS sensory) and at 1 year (pain, R(2) increased by 0.025 and total motor, R(2) increased by 0.016). For some models “liver function” and “acute inflammation and liver function” factors were both significantly predictive, with the greatest combined R(2) improvement of 0.043 occurring for 3 month pain prediction. These preliminary findings support ongoing research into the use of routine blood analytes in the prediction of neurological outcome in SCI patients. |
format | Online Article Text |
id | pubmed-6978787 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Mary Ann Liebert, Inc., publishers |
record_format | MEDLINE/PubMed |
spelling | pubmed-69787872020-02-10 A Preliminary Cohort Study Assessing Routine Blood Analyte Levels and Neurological Outcome after Spinal Cord Injury Brown, Sharon J. Harrington, Gabriel M.B. Hulme, Charlotte H. Morris, Rachel Bennett, Anna Tsang, Wai-Hung Osman, Aheed Chowdhury, Joy Kumar, Naveen Wright, Karina T. J Neurotrauma Original Articles There is increasing interest in the identification of biomarkers that could predict neurological outcome following a spinal cord injury (SCI). Although initial American Spinal Injury Association (ASIA) Impairment Scale (AIS) grade is a good indicator of neurological outcome, for the patient and clinicians, an element of uncertainty remains. This preliminary study aimed to assess the additive potential of routine blood analytes following principal component analysis (PCA) to develop prognostic models for neurological outcome following SCI. Routine blood and clinical data were collected from SCI patients (n = 82) and PCA used to reduce the number of blood analytes into related factors. Outcome neurology was obtained from AIS scores at 3 and 12 months post-injury, with motor (AIS and total including all myotomes) and sensory (AIS, touch and pain) abilities being assessed individually. Multiple regression models were created for all outcome measures. Blood analytes relating to “liver function” and “acute inflammation and liver function” factors were found to significantly increase prediction of neurological outcome at both 3 months (touch, pain, and AIS sensory) and at 1 year (pain, R(2) increased by 0.025 and total motor, R(2) increased by 0.016). For some models “liver function” and “acute inflammation and liver function” factors were both significantly predictive, with the greatest combined R(2) improvement of 0.043 occurring for 3 month pain prediction. These preliminary findings support ongoing research into the use of routine blood analytes in the prediction of neurological outcome in SCI patients. Mary Ann Liebert, Inc., publishers 2020-02-01 2020-01-09 /pmc/articles/PMC6978787/ /pubmed/31310157 http://dx.doi.org/10.1089/neu.2019.6495 Text en © Sharon J. Brown et al., 2020; Published by Mary Ann Liebert, Inc. This Open Access article is distributed under the terms of the Creative Commons Attribution Noncommercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and the source are credited. |
spellingShingle | Original Articles Brown, Sharon J. Harrington, Gabriel M.B. Hulme, Charlotte H. Morris, Rachel Bennett, Anna Tsang, Wai-Hung Osman, Aheed Chowdhury, Joy Kumar, Naveen Wright, Karina T. A Preliminary Cohort Study Assessing Routine Blood Analyte Levels and Neurological Outcome after Spinal Cord Injury |
title | A Preliminary Cohort Study Assessing Routine Blood Analyte Levels and Neurological Outcome after Spinal Cord Injury |
title_full | A Preliminary Cohort Study Assessing Routine Blood Analyte Levels and Neurological Outcome after Spinal Cord Injury |
title_fullStr | A Preliminary Cohort Study Assessing Routine Blood Analyte Levels and Neurological Outcome after Spinal Cord Injury |
title_full_unstemmed | A Preliminary Cohort Study Assessing Routine Blood Analyte Levels and Neurological Outcome after Spinal Cord Injury |
title_short | A Preliminary Cohort Study Assessing Routine Blood Analyte Levels and Neurological Outcome after Spinal Cord Injury |
title_sort | preliminary cohort study assessing routine blood analyte levels and neurological outcome after spinal cord injury |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6978787/ https://www.ncbi.nlm.nih.gov/pubmed/31310157 http://dx.doi.org/10.1089/neu.2019.6495 |
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