Development and Validation of a Renal Replacement after Trauma Scoring Tool.

BACKGROUND: Stress on the healthcare system requires careful allocation of resources such as renal replacement therapy (RRT). The COVID-19 pandemic generated difficulty securing access to RRT for trauma patients. We sought to develop a renal replacement after trauma (RAT) scoring tool to help identify trauma patients who may require RRT during their hospitalization. STUDY DESIGN: The 2017 to 2020 TQIP database was divided into a derivation (2017 to 2018 data) and validation (2019 to 2020 data) set. A 3-step methodology was used. Adult trauma patients admitted from the emergency department to the operating room or ICU were included. Patients with chronic kidney disease, transfers from another hospital, and emergency department death were excluded. Multiple logistic regression models were created to determine the risk for RRT in trauma patients. The weighted average and relative impact of each independent predictor was used to derive a RAT score, which was validated using area under receiver operating characteristic curve (AUROC). RESULTS: From 398,873 patients in the derivation and 409,037 patients in the validation set, 11 independent predictors of RRT were included in the RAT score derived with scores ranging from 0 to 11. The AUROC for the derivation set was 0.85. The rate of RRT increased to 1.1%, 3.3%, and 20% at scores of 6, 8, and 10, respectively. The validation set AUROC was 0.83. CONCLUSIONS: RAT is a novel and validated scoring tool to help predict the need for RRT in trauma patients. With future improvements including baseline renal function and other variables, the RAT tool may help prepare for the allocation of RRT machines/staff during times of limited resources.

The impact of coronavirus 2019 on trauma.

PURPOSE OF REVIEW: The relationship between trauma and the ongoing global coronavirus 2019 (COVID-19) pandemic is still largely unclear. This comprehensive review of recent studies examining overall trauma volumes, mechanisms of injury, and outcomes after trauma during the COVID-19 pandemic was performed to better understand the impact of the pandemic on trauma patients. RECENT FINDINGS: In the early stages of the pandemic, the overall volumes of patients seen in many major trauma centers had decreased; however, these rates largely returned to historical baselines after the cessation of stay-at-home orders. An increasing proportion of trauma patients were injured by penetrating mechanisms during the pandemic. Being a victim of interpersonal violence was an independent risk factor for COVID-19 infection. In two studies utilizing propensity score-matched analysis among trauma patients, COVID-19 infection was associated with a five- to sixfold increase in mortality risk as compared to uninfected patients. SUMMARY: Consequences of the COVID-19 pandemic include increased financial stressors, job loss, mental illness, and illegal drug use, all of which are known risk factors for trauma. This is particularly true among vulnerable patient populations such as racial minority groups and low socioeconomic status patients. To lessen the impact of COVID-19 on trauma patients, increased awareness of the problem and heightened emphasis on injury prevention must be made.