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Prognostic value of early leukocyte fluctuations for recovery from traumatic spinal cord injury
BACKGROUND: Acute traumatic spinal cord injury (SCI) induces a systemic immune response involving circulating white blood cells (WBCs). How this response is influenced by overall trauma severity, the neurological level of injury and/or correlates with patient outcomes is poorly understood. The objec...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7805435/ https://www.ncbi.nlm.nih.gov/pubmed/33463065 http://dx.doi.org/10.1002/ctm2.272 |
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author | Jogia, Trisha Lübstorf, Tom Jacobson, Esther Scriven, Elissa Atresh, Sridhar Nguyen, Quan H. Liebscher, Thomas Schwab, Jan M. Kopp, Marcel A. Walsham, James Campbell, Kate E. Ruitenberg, Marc J. |
author_facet | Jogia, Trisha Lübstorf, Tom Jacobson, Esther Scriven, Elissa Atresh, Sridhar Nguyen, Quan H. Liebscher, Thomas Schwab, Jan M. Kopp, Marcel A. Walsham, James Campbell, Kate E. Ruitenberg, Marc J. |
author_sort | Jogia, Trisha |
collection | PubMed |
description | BACKGROUND: Acute traumatic spinal cord injury (SCI) induces a systemic immune response involving circulating white blood cells (WBCs). How this response is influenced by overall trauma severity, the neurological level of injury and/or correlates with patient outcomes is poorly understood. The objective of this study was to identify relationships between early changes in circulating WBCs, injury characteristics and long‐term patient outcomes in individuals with traumatic SCI. METHODS: We retrospectively analysed data from 161 SCI patients admitted to Brisbane's Princess Alexandra Hospital (exploration cohort). Logistic regression models in conjunction with receiver operating characteristic (ROC) analyses were used to assess the strength of specific links between the WBC response, respiratory infection incidence and neurological outcomes (American Spinal Injury Association Impairment Scale (AIS) grade conversion). An independent validation cohort from the Trauma Hospital Berlin, Germany (n = 49) was then probed to assess the robustness of effects and disentangle centre effects. RESULTS: We find that the extent of acute neutrophilia in human SCI patients is positively correlated with New Injury Severity Scores but inversely with the neurological outcome (AIS grade). Multivariate analysis demonstrated that acute SCI‐induced neutrophilia is an independent predictor of AIS grade conversion failure, with an odds ratio (OR) of 4.16 and ROC area under curve (AUC) of 0.82 (P < 0.0001). SCI‐induced lymphopenia was separately identified as an independent predictor of better recovery (OR = 24.15; ROC AUC = 0.85, P < 0.0001). Acute neutrophilia and increased neutrophil‐lymphocyte ratios were otherwise significantly associated with respiratory infection presentation in both patient cohorts. CONCLUSIONS: Our findings demonstrate the prognostic value of modelling early circulating neutrophil and lymphocyte counts with patient characteristics for predicting the longer term recovery after SCI. |
format | Online Article Text |
id | pubmed-7805435 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-78054352021-01-22 Prognostic value of early leukocyte fluctuations for recovery from traumatic spinal cord injury Jogia, Trisha Lübstorf, Tom Jacobson, Esther Scriven, Elissa Atresh, Sridhar Nguyen, Quan H. Liebscher, Thomas Schwab, Jan M. Kopp, Marcel A. Walsham, James Campbell, Kate E. Ruitenberg, Marc J. Clin Transl Med Research Articles BACKGROUND: Acute traumatic spinal cord injury (SCI) induces a systemic immune response involving circulating white blood cells (WBCs). How this response is influenced by overall trauma severity, the neurological level of injury and/or correlates with patient outcomes is poorly understood. The objective of this study was to identify relationships between early changes in circulating WBCs, injury characteristics and long‐term patient outcomes in individuals with traumatic SCI. METHODS: We retrospectively analysed data from 161 SCI patients admitted to Brisbane's Princess Alexandra Hospital (exploration cohort). Logistic regression models in conjunction with receiver operating characteristic (ROC) analyses were used to assess the strength of specific links between the WBC response, respiratory infection incidence and neurological outcomes (American Spinal Injury Association Impairment Scale (AIS) grade conversion). An independent validation cohort from the Trauma Hospital Berlin, Germany (n = 49) was then probed to assess the robustness of effects and disentangle centre effects. RESULTS: We find that the extent of acute neutrophilia in human SCI patients is positively correlated with New Injury Severity Scores but inversely with the neurological outcome (AIS grade). Multivariate analysis demonstrated that acute SCI‐induced neutrophilia is an independent predictor of AIS grade conversion failure, with an odds ratio (OR) of 4.16 and ROC area under curve (AUC) of 0.82 (P < 0.0001). SCI‐induced lymphopenia was separately identified as an independent predictor of better recovery (OR = 24.15; ROC AUC = 0.85, P < 0.0001). Acute neutrophilia and increased neutrophil‐lymphocyte ratios were otherwise significantly associated with respiratory infection presentation in both patient cohorts. CONCLUSIONS: Our findings demonstrate the prognostic value of modelling early circulating neutrophil and lymphocyte counts with patient characteristics for predicting the longer term recovery after SCI. John Wiley and Sons Inc. 2021-01-13 /pmc/articles/PMC7805435/ /pubmed/33463065 http://dx.doi.org/10.1002/ctm2.272 Text en © 2021 The Authors. Clinical and Translational Medicine published by John Wiley & Sons Australia, Ltd on behalf of Shanghai Institute of Clinical Bioinformatics This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Jogia, Trisha Lübstorf, Tom Jacobson, Esther Scriven, Elissa Atresh, Sridhar Nguyen, Quan H. Liebscher, Thomas Schwab, Jan M. Kopp, Marcel A. Walsham, James Campbell, Kate E. Ruitenberg, Marc J. Prognostic value of early leukocyte fluctuations for recovery from traumatic spinal cord injury |
title | Prognostic value of early leukocyte fluctuations for recovery from traumatic spinal cord injury |
title_full | Prognostic value of early leukocyte fluctuations for recovery from traumatic spinal cord injury |
title_fullStr | Prognostic value of early leukocyte fluctuations for recovery from traumatic spinal cord injury |
title_full_unstemmed | Prognostic value of early leukocyte fluctuations for recovery from traumatic spinal cord injury |
title_short | Prognostic value of early leukocyte fluctuations for recovery from traumatic spinal cord injury |
title_sort | prognostic value of early leukocyte fluctuations for recovery from traumatic spinal cord injury |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7805435/ https://www.ncbi.nlm.nih.gov/pubmed/33463065 http://dx.doi.org/10.1002/ctm2.272 |
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