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Kobes T, Dorken-Gallastegi A, Romijn ASC, Leenen LP, van Wessem KJ, Hietbrink F, Groenwold RH, van Baal MC, Heng M. Predicting nosocomial pneumonia risk in level-1 trauma patients: An external validation study using the trauma quality improvement program. Am J Surg 2024; 238:115983. [PMID: 39378542 DOI: 10.1016/j.amjsurg.2024.115983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Revised: 09/10/2024] [Accepted: 09/17/2024] [Indexed: 10/10/2024]
Abstract
BACKGROUND Early identification of patients at risk of nosocomial pneumonia enables the opportunity for preventative measures, which may improve survival and reduce costs. Therefore, this study aimed to externally validate an existing prediction model (issued by Croce et al.) to predict nosocomial pneumonia in patients admitted to US level-1 trauma centers. METHODS A retrospective cohort study including patients admitted to level-1 trauma centers and registered in the TQIP, a US nationwide trauma registry, admitted between 2013-2015 and 2017-2019. The main outcome was total nosocomial pneumonia for the first period and ventilator-associated pneumonia (VAP) for the second. Model discrimination and calibration were assessed before and after recalibration. RESULTS The study comprised 902,231 trauma patients (N2013-2015 = 180,601; N2017-2019 = 721,630), with a median age of 52 in both periods, 64-65 % male, and approximately 90 % sustaining blunt traumatic injury. The median Injury Severity Scores were 13 (2013-2015) versus 9 (2017-2019); median Glasgow Coma Scale scores were 15. Nosocomial pneumonia incidence was 4.4 %, VAP incidence was 0.7 %. The original model demonstrated good to excellent discrimination for both periods (c-statistic2013-2015 0.84, 95%CI 0.83-0.84; c-statistic2017-2019 0.92, 95%CI 0.91-0.92). After recalibration, discriminatory capacity and calibration for the lower predicted probabilities improved. CONCLUSIONS The Croce model can identify patients admitted to US level-1 trauma centers at risk of total nosocomial pneumonia and VAP. Implementing (modified) Croce models in route trauma clinical practice could guide judicious use of preventative measures and prescription of additional non-invasive preventative measures (e.g., increased monitoring, pulmonary physiotherapy) to decrease the occurrence of nosocomial pneumonia in at-risk patients.
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Affiliation(s)
- Tim Kobes
- Department of Orthopaedic Surgery, Harvard Medical School Orthopedic Trauma Initiative, Massachusetts General Hospital, Boston, MA, USA; Department of Trauma Surgery, University Medical Center Utrecht, PO Box 85500, 3508GA Utrecht, the Netherlands.
| | - Ander Dorken-Gallastegi
- Division of Trauma, Emergency Surgery & Surgical Critical Care Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Anne-Sophie C Romijn
- Division of Trauma, Emergency Surgery & Surgical Critical Care Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA; Department of Surgery, Division of Trauma & Emergency Surgery, Amsterdam University Medical Center Location VUmc, Amsterdam, the Netherlands
| | - Luke Ph Leenen
- Department of Trauma Surgery, University Medical Center Utrecht, PO Box 85500, 3508GA Utrecht, the Netherlands
| | - Karlijn Jp van Wessem
- Department of Trauma Surgery, University Medical Center Utrecht, PO Box 85500, 3508GA Utrecht, the Netherlands
| | - Falco Hietbrink
- Department of Trauma Surgery, University Medical Center Utrecht, PO Box 85500, 3508GA Utrecht, the Netherlands
| | - Rolf Hh Groenwold
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands; Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, the Netherlands
| | - Mark Cpm van Baal
- Department of Trauma Surgery, University Medical Center Utrecht, PO Box 85500, 3508GA Utrecht, the Netherlands
| | - Marilyn Heng
- Department of Orthopedic Surgery, University of Miami Miller School of Medicine, NW 14th Street, Miami, FL 33136, USA; Orthopedic Trauma Service, Jackson Memorial Hospital Ryder Trauma Center, NW 14th Street, Miami, FL 33136, USA.
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Shad A, Rewell SSJ, Macowan M, Gandasasmita N, Wang J, Chen K, Marsland B, O'Brien TJ, Li J, Semple BD. Modelling lung infection with Klebsiella pneumoniae after murine traumatic brain injury. J Neuroinflammation 2024; 21:122. [PMID: 38720343 PMCID: PMC11080247 DOI: 10.1186/s12974-024-03093-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 04/05/2024] [Indexed: 05/12/2024] Open
Abstract
Pneumonia is a common comorbidity in patients with severe traumatic brain injury (TBI), and is associated with increased morbidity and mortality. In this study, we established a model of intratracheal Klebsiella pneumoniae administration in young adult male and female mice, at 4 days following an experimental TBI, to investigate how K. pneumoniae infection influences acute post-TBI outcomes. A dose-response curve determined the optimal dose of K. pneumoniae for inoculation (1 x 10^6 colony forming units), and administration at 4 days post-TBI resulted in transient body weight loss and sickness behaviors (hypoactivity and acute dyspnea). K. pneumoniae infection led to an increase in pro-inflammatory cytokines in serum and bronchoalveolar lavage fluid at 24 h post-infection, in both TBI and sham (uninjured) mice. By 7 days, when myeloperoxidase + neutrophil numbers had returned to baseline in all groups, lung histopathology was observed with an increase in airspace size in TBI + K. pneumoniae mice compared to TBI + vehicle mice. In the brain, increased neuroinflammatory gene expression was observed acutely in response to TBI, with an exacerbated increase in Ccl2 and Hmox1 in TBI + K. pneumoniae mice compared to either TBI or K. pneumoniae alone. However, the presence of neuroinflammatory immune cells in the injured brain, and the extent of damage to cortical and hippocampal brain tissue, was comparable between K. pneumoniae and vehicle-treated mice by 7 days. Examination of the fecal microbiome across a time course did not reveal any pronounced effects of either injury or K. pneumoniae on bacterial diversity or abundance. Together, these findings demonstrate that K. pneumoniae lung infection after TBI induces an acute and transient inflammatory response, primarily localized to the lungs with some systemic effects. However, this infection had minimal impact on secondary injury processes in the brain following TBI. Future studies are needed to evaluate the potential longer-term consequences of this dual-hit insult.
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Affiliation(s)
- Ali Shad
- Department of Neuroscience, The School of Translational Medicine, Monash University, Level 6 Alfred Centre, 99 Commercial Rd, Melbourne, VIC, 3004 VIC, Australia
- Alfred Health, Prahran, VIC, Australia
| | - Sarah S J Rewell
- Department of Neuroscience, The School of Translational Medicine, Monash University, Level 6 Alfred Centre, 99 Commercial Rd, Melbourne, VIC, 3004 VIC, Australia
- Alfred Health, Prahran, VIC, Australia
| | - Matthew Macowan
- Department of Immunology, The School of Translational Medicine, Monash University, Melbourne, VIC, Australia
- GIN Discovery Program, The School of Translational Medicine, Monash University, Melbourne, VIC, Australia
| | - Natasha Gandasasmita
- Department of Neuroscience, The School of Translational Medicine, Monash University, Level 6 Alfred Centre, 99 Commercial Rd, Melbourne, VIC, 3004 VIC, Australia
| | - Jiping Wang
- Department of Microbiology, Monash Biomedical Discovery Institute, Monash University, Clayton, VIC, Australia
| | - Ke Chen
- Department of Microbiology, Monash Biomedical Discovery Institute, Monash University, Clayton, VIC, Australia
| | - Ben Marsland
- Department of Immunology, The School of Translational Medicine, Monash University, Melbourne, VIC, Australia
- GIN Discovery Program, The School of Translational Medicine, Monash University, Melbourne, VIC, Australia
| | - Terence J O'Brien
- Department of Neuroscience, The School of Translational Medicine, Monash University, Level 6 Alfred Centre, 99 Commercial Rd, Melbourne, VIC, 3004 VIC, Australia
- Alfred Health, Prahran, VIC, Australia
- GIN Discovery Program, The School of Translational Medicine, Monash University, Melbourne, VIC, Australia
- Department of Medicine (Royal Melbourne Hospital), University of Melbourne, Parkville, VIC, Australia
| | - Jian Li
- Department of Microbiology, Monash Biomedical Discovery Institute, Monash University, Clayton, VIC, Australia
| | - Bridgette D Semple
- Department of Neuroscience, The School of Translational Medicine, Monash University, Level 6 Alfred Centre, 99 Commercial Rd, Melbourne, VIC, 3004 VIC, Australia.
- Alfred Health, Prahran, VIC, Australia.
- Department of Medicine (Royal Melbourne Hospital), University of Melbourne, Parkville, VIC, Australia.
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Gandasasmita N, Li J, Loane DJ, Semple BD. Experimental Models of Hospital-Acquired Infections After Traumatic Brain Injury: Challenges and Opportunities. J Neurotrauma 2024; 41:752-770. [PMID: 37885226 DOI: 10.1089/neu.2023.0453] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2023] Open
Abstract
Patients hospitalized after a moderate or severe traumatic brain injury (TBI) are at increased risk of nosocomial infections, including bacterial pneumonia and other upper respiratory tract infections. Infections represent a secondary immune challenge for vulnerable TBI patients that can lead to increased morbidity and poorer long-term prognosis. This review first describes the clinical significance of infections after TBI, delving into the known mechanisms by which a TBI can alter systemic immunological responses towards an immunosuppressive state, leading to promotion of increased vulnerability to infections. Pulmonary dysfunction resulting from respiratory tract infections is considered in the context of neurotrauma, including the bidirectional relationship between the brain and lungs. Turning to pre-clinical modeling, current laboratory approaches to study experimental TBI and lung infections are reviewed, to highlight findings from the limited key studies to date that have incorporated both insults. Then, practical decisions for the experimental design of animal studies of post-injury infections are discussed. Variables associated with the host animal, the infectious agent (e.g., species, strain, dose, and administration route), as well as the timing of the infection relative to the injury model are important considerations for model development. Together, the purpose of this review is to highlight the significant clinical need for increased pre-clinical research into the two-hit insult of a hospital-acquired infection after TBI to encourage further scientific enquiry in the field.
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Affiliation(s)
| | - Jian Li
- Biomedicine Discovery Institute, Monash University, Melbourne, Victoria, Australia
- Department of Microbiology, Monash University, Melbourne, Victoria, Australia
| | - David J Loane
- School of Biochemistry and Immunology, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
- Department of Anesthesiology and Shock, Trauma and Anesthesiology Research (STAR) Center, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Bridgette D Semple
- Department of Neuroscience, Monash University, Melbourne, Victoria, Australia
- Department of Neurology, Alfred Health, Prahran, Victoria, Australia
- Department of Medicine (Royal Melbourne Hospital), The University of Melbourne, Parkville, Victoria, Australia
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Nguyen TL, Simon DW, Lai YC. Beyond the brain: General intensive care considerations in pediatric neurocritical care. Semin Pediatr Neurol 2024; 49:101120. [PMID: 38677799 DOI: 10.1016/j.spen.2024.101120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 02/29/2024] [Accepted: 03/10/2024] [Indexed: 04/29/2024]
Abstract
Managing children with critical neurological conditions requires a comprehensive understanding of several principles of critical care. Providing a holistic approach that addresses not only the acute interactions between the brain and different organ systems, but also critical illness-associated complications and recovery is essential for improving outcomes in these patients. The brain reacts to an insult with autonomic responses designed to optimize cardiac output and perfusion, which can paradoxically be detrimental. Managing neuro-cardiac interactions therefore requires balancing adequate cerebral perfusion and minimizing complications. The need for intubation and airway protection in patients with acute encephalopathy should be individualized following careful risk/benefit deliberations. Ventilatory strategies can have profound impact on cerebral perfusion. Therefore, understanding neuro-pulmonary interactions is vital to optimize ventilation and oxygenation to support a healing brain. Gastrointestinal dysfunction is common and often complicates the care of patients with critical neurological conditions. Kidney function, along with fluid status and electrolyte derangements, should also be carefully managed in the acutely injured brain. While in the pediatric intensive care unit, prevention of critical illness-associated complications such as healthcare-associated infections and deep vein thrombosis is vital in improving outcomes. As the brain emerges from the acute injury, rehabilitation and management of delirium and paroxysmal sympathetic hyperactivity is paramount for optimal recovery. All these considerations provide a foundation for the care of pediatric patients with critical neurological conditions in the intensive care unit.
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Affiliation(s)
- Thao L Nguyen
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, McGovern Medical School, UT Health Houston, Houston, TX
| | - Dennis W Simon
- Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Yi-Chen Lai
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Baylor College of Medicine, Houston, TX.
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