{"title":"Predictors of sepsis in trauma patients: a National Trauma Data Bank analysis.","authors":"Ralphe Bou Chebl, Joudie Sahar Alwan, Mounay Bakkar, Saadeddine Haidar, Rana Bachir, Mazen El Sayed, Gilbert Abou Dagher","doi":"10.3389/fmed.2024.1500201","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Trauma remains a global health issue being one of the leading causes of death worldwide. Sepsis and infections are common complications contributing to mortality, emphasizing the need to understand factors leading to such complications following trauma.</p><p><strong>Aim: </strong>This study aimed to identify risk factors associated with post-trauma sepsis using data from the National Trauma Data Bank (NTDB).</p><p><strong>Methods: </strong>Using the 2017 National Trauma Data Bank (NTDB), this is a retrospective case-control study that looked at pre-hospital and in-hospital patient data. Trauma patients aged over 15 years presenting to the emergency department (ED) and admitted to a tertiary care center were included. The primary outcome assessed was the development of sepsis post-trauma. Logistic regression analysis was used to identify risk factors, considering patient demographics, injury characteristics, and clinical variables.</p><p><strong>Results: </strong>Among 997,970 trauma patients in the 2017 NTDB, 296,974 were excluded, leaving 700,996 patients for analysis, with 2,297 developing sepsis. Patients who developed sepsis were older than those who did not develop sepsis (mean age 57.57 vs. 53.42 years, <i>p</i>-value<0.001) and predominantly white males. Risk factors associated with sepsis development included: respiratory intubation with mechanical ventilation (OR = 11.99; 95% CI = 10.66-13.48), blood transfusion administration (OR = 2.03; 95% CI = 1.83-2.25), Injury Severity Score (ISS) ≥ 16 (OR = 1.69; 95% CI = 1.51-1.89), chronic obstructive pulmonary disease (COPD) (OR = 1.65; 95% CI = 1.44-1.89), diabetes mellitus (DM) (OR = 1.41; 95% CI = 1.26-1.58), male sex (OR = 1.42; 95% CI = 1.28-1.57), hypertension (HTN) (OR = 1.30; 95% CI = 1.16-1.45), anticoagulation therapy (OR = 1.21; 95% CI = 1.05-1.39), older age (OR = 1.02; 95% CI = 1.01-1.02), and current smoking status (OR = 1.18; 95% CI = 1.06-1.32).</p><p><strong>Conclusion: </strong>This study identified key risk factors for post-trauma sepsis. Recognition of preexisting conditions and injury severity is crucial in trauma patient management to mitigate septic complications. Early identification of at-risk patients could facilitate timely interventions and potentially reduce mortality rates in trauma care settings.</p>","PeriodicalId":12488,"journal":{"name":"Frontiers in Medicine","volume":"11 ","pages":"1500201"},"PeriodicalIF":3.1000,"publicationDate":"2024-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11697700/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Medicine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3389/fmed.2024.1500201","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/1/1 0:00:00","PubModel":"eCollection","JCR":"Q1","JCRName":"MEDICINE, GENERAL & INTERNAL","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Trauma remains a global health issue being one of the leading causes of death worldwide. Sepsis and infections are common complications contributing to mortality, emphasizing the need to understand factors leading to such complications following trauma.
Aim: This study aimed to identify risk factors associated with post-trauma sepsis using data from the National Trauma Data Bank (NTDB).
Methods: Using the 2017 National Trauma Data Bank (NTDB), this is a retrospective case-control study that looked at pre-hospital and in-hospital patient data. Trauma patients aged over 15 years presenting to the emergency department (ED) and admitted to a tertiary care center were included. The primary outcome assessed was the development of sepsis post-trauma. Logistic regression analysis was used to identify risk factors, considering patient demographics, injury characteristics, and clinical variables.
Results: Among 997,970 trauma patients in the 2017 NTDB, 296,974 were excluded, leaving 700,996 patients for analysis, with 2,297 developing sepsis. Patients who developed sepsis were older than those who did not develop sepsis (mean age 57.57 vs. 53.42 years, p-value<0.001) and predominantly white males. Risk factors associated with sepsis development included: respiratory intubation with mechanical ventilation (OR = 11.99; 95% CI = 10.66-13.48), blood transfusion administration (OR = 2.03; 95% CI = 1.83-2.25), Injury Severity Score (ISS) ≥ 16 (OR = 1.69; 95% CI = 1.51-1.89), chronic obstructive pulmonary disease (COPD) (OR = 1.65; 95% CI = 1.44-1.89), diabetes mellitus (DM) (OR = 1.41; 95% CI = 1.26-1.58), male sex (OR = 1.42; 95% CI = 1.28-1.57), hypertension (HTN) (OR = 1.30; 95% CI = 1.16-1.45), anticoagulation therapy (OR = 1.21; 95% CI = 1.05-1.39), older age (OR = 1.02; 95% CI = 1.01-1.02), and current smoking status (OR = 1.18; 95% CI = 1.06-1.32).
Conclusion: This study identified key risk factors for post-trauma sepsis. Recognition of preexisting conditions and injury severity is crucial in trauma patient management to mitigate septic complications. Early identification of at-risk patients could facilitate timely interventions and potentially reduce mortality rates in trauma care settings.
期刊介绍:
Frontiers in Medicine publishes rigorously peer-reviewed research linking basic research to clinical practice and patient care, as well as translating scientific advances into new therapies and diagnostic tools. Led by an outstanding Editorial Board of international experts, this multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, clinicians and the public worldwide.
In addition to papers that provide a link between basic research and clinical practice, a particular emphasis is given to studies that are directly relevant to patient care. In this spirit, the journal publishes the latest research results and medical knowledge that facilitate the translation of scientific advances into new therapies or diagnostic tools. The full listing of the Specialty Sections represented by Frontiers in Medicine is as listed below. As well as the established medical disciplines, Frontiers in Medicine is launching new sections that together will facilitate
- the use of patient-reported outcomes under real world conditions
- the exploitation of big data and the use of novel information and communication tools in the assessment of new medicines
- the scientific bases for guidelines and decisions from regulatory authorities
- access to medicinal products and medical devices worldwide
- addressing the grand health challenges around the world