Cargando…

Neutrophil-to-Lymphocyte Ratios and Infections after Traumatic Brain Injury: Associations with Hospital Resource Utilization and Long-Term Outcome

Traumatic brain injury (TBI) induces immune dysfunction that can be captured clinically by an increase in the neutrophil-to-lymphocyte ratio (NLR). However, few studies have characterized the temporal dynamics of NLR post-TBI and its relationship with hospital-acquired infections (HAI), resource uti...

Descripción completa

Detalles Bibliográficos
Autores principales: Levochkina, Marina, McQuillan, Leah, Awan, Nabil, Barton, David, Maczuzak, John, Bianchine, Claudia, Trombley, Shannon, Kotes, Emma, Wiener, Joshua, Wagner, Audrey, Calcagno, Jason, Maza, Andrew, Nierstedt, Ryan, Ferimer, Stephanie, Wagner, Amy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8509449/
https://www.ncbi.nlm.nih.gov/pubmed/34640381
http://dx.doi.org/10.3390/jcm10194365
_version_ 1784582343158136832
author Levochkina, Marina
McQuillan, Leah
Awan, Nabil
Barton, David
Maczuzak, John
Bianchine, Claudia
Trombley, Shannon
Kotes, Emma
Wiener, Joshua
Wagner, Audrey
Calcagno, Jason
Maza, Andrew
Nierstedt, Ryan
Ferimer, Stephanie
Wagner, Amy
author_facet Levochkina, Marina
McQuillan, Leah
Awan, Nabil
Barton, David
Maczuzak, John
Bianchine, Claudia
Trombley, Shannon
Kotes, Emma
Wiener, Joshua
Wagner, Audrey
Calcagno, Jason
Maza, Andrew
Nierstedt, Ryan
Ferimer, Stephanie
Wagner, Amy
author_sort Levochkina, Marina
collection PubMed
description Traumatic brain injury (TBI) induces immune dysfunction that can be captured clinically by an increase in the neutrophil-to-lymphocyte ratio (NLR). However, few studies have characterized the temporal dynamics of NLR post-TBI and its relationship with hospital-acquired infections (HAI), resource utilization, or outcome. We assessed NLR and HAI over the first 21 days post-injury in adults with moderate-to-severe TBI (n = 196) using group-based trajectory (TRAJ), changepoint, and mixed-effects multivariable regression analysis to characterize temporal dynamics. We identified two groups with unique NLR profiles: a high (n = 67) versus a low (n = 129) TRAJ group. High NLR TRAJ had higher rates (76.12% vs. 55.04%, p = 0.004) and earlier time to infection (p = 0.003). In changepoint-derived day 0–5 and 6–20 epochs, low lymphocyte TRAJ, early in recovery, resulted in more frequent HAIs (p = 0.042), subsequently increasing later NLR levels (p ≤ 0.0001). Both high NLR TRAJ and HAIs increased hospital length of stay (LOS) and days on ventilation (p ≤ 0.05 all), while only high NLR TRAJ significantly increased odds of unfavorable six-month outcome as measured by the Glasgow Outcome Scale (GOS) (p = 0.046) in multivariable regression. These findings provide insight into the temporal dynamics and interrelatedness of immune factors which collectively impact susceptibility to infection and greater hospital resource utilization, as well as influence recovery.
format Online
Article
Text
id pubmed-8509449
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-85094492021-10-13 Neutrophil-to-Lymphocyte Ratios and Infections after Traumatic Brain Injury: Associations with Hospital Resource Utilization and Long-Term Outcome Levochkina, Marina McQuillan, Leah Awan, Nabil Barton, David Maczuzak, John Bianchine, Claudia Trombley, Shannon Kotes, Emma Wiener, Joshua Wagner, Audrey Calcagno, Jason Maza, Andrew Nierstedt, Ryan Ferimer, Stephanie Wagner, Amy J Clin Med Article Traumatic brain injury (TBI) induces immune dysfunction that can be captured clinically by an increase in the neutrophil-to-lymphocyte ratio (NLR). However, few studies have characterized the temporal dynamics of NLR post-TBI and its relationship with hospital-acquired infections (HAI), resource utilization, or outcome. We assessed NLR and HAI over the first 21 days post-injury in adults with moderate-to-severe TBI (n = 196) using group-based trajectory (TRAJ), changepoint, and mixed-effects multivariable regression analysis to characterize temporal dynamics. We identified two groups with unique NLR profiles: a high (n = 67) versus a low (n = 129) TRAJ group. High NLR TRAJ had higher rates (76.12% vs. 55.04%, p = 0.004) and earlier time to infection (p = 0.003). In changepoint-derived day 0–5 and 6–20 epochs, low lymphocyte TRAJ, early in recovery, resulted in more frequent HAIs (p = 0.042), subsequently increasing later NLR levels (p ≤ 0.0001). Both high NLR TRAJ and HAIs increased hospital length of stay (LOS) and days on ventilation (p ≤ 0.05 all), while only high NLR TRAJ significantly increased odds of unfavorable six-month outcome as measured by the Glasgow Outcome Scale (GOS) (p = 0.046) in multivariable regression. These findings provide insight into the temporal dynamics and interrelatedness of immune factors which collectively impact susceptibility to infection and greater hospital resource utilization, as well as influence recovery. MDPI 2021-09-24 /pmc/articles/PMC8509449/ /pubmed/34640381 http://dx.doi.org/10.3390/jcm10194365 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Levochkina, Marina
McQuillan, Leah
Awan, Nabil
Barton, David
Maczuzak, John
Bianchine, Claudia
Trombley, Shannon
Kotes, Emma
Wiener, Joshua
Wagner, Audrey
Calcagno, Jason
Maza, Andrew
Nierstedt, Ryan
Ferimer, Stephanie
Wagner, Amy
Neutrophil-to-Lymphocyte Ratios and Infections after Traumatic Brain Injury: Associations with Hospital Resource Utilization and Long-Term Outcome
title Neutrophil-to-Lymphocyte Ratios and Infections after Traumatic Brain Injury: Associations with Hospital Resource Utilization and Long-Term Outcome
title_full Neutrophil-to-Lymphocyte Ratios and Infections after Traumatic Brain Injury: Associations with Hospital Resource Utilization and Long-Term Outcome
title_fullStr Neutrophil-to-Lymphocyte Ratios and Infections after Traumatic Brain Injury: Associations with Hospital Resource Utilization and Long-Term Outcome
title_full_unstemmed Neutrophil-to-Lymphocyte Ratios and Infections after Traumatic Brain Injury: Associations with Hospital Resource Utilization and Long-Term Outcome
title_short Neutrophil-to-Lymphocyte Ratios and Infections after Traumatic Brain Injury: Associations with Hospital Resource Utilization and Long-Term Outcome
title_sort neutrophil-to-lymphocyte ratios and infections after traumatic brain injury: associations with hospital resource utilization and long-term outcome
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8509449/
https://www.ncbi.nlm.nih.gov/pubmed/34640381
http://dx.doi.org/10.3390/jcm10194365
work_keys_str_mv AT levochkinamarina neutrophiltolymphocyteratiosandinfectionsaftertraumaticbraininjuryassociationswithhospitalresourceutilizationandlongtermoutcome
AT mcquillanleah neutrophiltolymphocyteratiosandinfectionsaftertraumaticbraininjuryassociationswithhospitalresourceutilizationandlongtermoutcome
AT awannabil neutrophiltolymphocyteratiosandinfectionsaftertraumaticbraininjuryassociationswithhospitalresourceutilizationandlongtermoutcome
AT bartondavid neutrophiltolymphocyteratiosandinfectionsaftertraumaticbraininjuryassociationswithhospitalresourceutilizationandlongtermoutcome
AT maczuzakjohn neutrophiltolymphocyteratiosandinfectionsaftertraumaticbraininjuryassociationswithhospitalresourceutilizationandlongtermoutcome
AT bianchineclaudia neutrophiltolymphocyteratiosandinfectionsaftertraumaticbraininjuryassociationswithhospitalresourceutilizationandlongtermoutcome
AT trombleyshannon neutrophiltolymphocyteratiosandinfectionsaftertraumaticbraininjuryassociationswithhospitalresourceutilizationandlongtermoutcome
AT kotesemma neutrophiltolymphocyteratiosandinfectionsaftertraumaticbraininjuryassociationswithhospitalresourceutilizationandlongtermoutcome
AT wienerjoshua neutrophiltolymphocyteratiosandinfectionsaftertraumaticbraininjuryassociationswithhospitalresourceutilizationandlongtermoutcome
AT wagneraudrey neutrophiltolymphocyteratiosandinfectionsaftertraumaticbraininjuryassociationswithhospitalresourceutilizationandlongtermoutcome
AT calcagnojason neutrophiltolymphocyteratiosandinfectionsaftertraumaticbraininjuryassociationswithhospitalresourceutilizationandlongtermoutcome
AT mazaandrew neutrophiltolymphocyteratiosandinfectionsaftertraumaticbraininjuryassociationswithhospitalresourceutilizationandlongtermoutcome
AT nierstedtryan neutrophiltolymphocyteratiosandinfectionsaftertraumaticbraininjuryassociationswithhospitalresourceutilizationandlongtermoutcome
AT ferimerstephanie neutrophiltolymphocyteratiosandinfectionsaftertraumaticbraininjuryassociationswithhospitalresourceutilizationandlongtermoutcome
AT wagneramy neutrophiltolymphocyteratiosandinfectionsaftertraumaticbraininjuryassociationswithhospitalresourceutilizationandlongtermoutcome