Risk factors of surgical mortality in patients with Clostridium difficile colitis. A novel scoring system.

Eur J Trauma Emerg Surg

Division of Trauma and Surgical Critical Care, Jersey Shore University Medical Center, 1945 State Route 33, Neptune, NJ, 07754, USA.

Published: June 2022

Background: The purpose of the study is to identify the risk factors of mortality and develop a risk scoring system in patients who underwent colectomy due to Clostridium difficile colitis (CD-C).

Methods: Patient information was extracted using the American College of Surgeons National Surgical Quality Improvement Program (NSQIP) data from 2012 to 2016. All adult patients who underwent colectomy for CD-C were included in the study. The data were split into training and testing data sets. A multiple logistic regression model was developed by backward deletion methods for risk assessment. To test the performance of the prediction model for 30-day mortality, a receiver operating characteristic (ROC) curve was generated and an area under the curve (AUC) was created.

Results: The training data set consisted of 434 (80%) patients, and the testing data set consisted of 91 (20%) patients. The overall mortality was 35%. No significant differences were found between the training and testing data sets for patient characteristics, comorbidities and mortality. The final model of the logistic regression model revealed a highly significant 30-day mortality for an age of ≥ 75 years old, ventilator dependency, Septic shock prior to surgery and a history of steroid use. The AUC value was 0.745 (95% CI 0.660-0.826). The risk of mortality scores range from 0 to 37. The highest score of 37 was related to an 83.9% predicted mortality.

Conclusion: Older age, septic shock, ventilator dependency requiring supportive care and a history of chronic steroid use were highly associated with mortality. A nomogram showing the scores and their relationship to mortality may provide guidance to point of care physicians for deciding the goal of care.

Level Of Evidence: Level of evidence: IV.

Download full-text PDF

Source
http://dx.doi.org/10.1007/s00068-021-01769-yDOI Listing

Publication Analysis

Top Keywords

testing data
12
mortality
9
risk factors
8
clostridium difficile
8
difficile colitis
8
scoring system
8
patients underwent
8
underwent colectomy
8
training testing
8
data sets
8

Similar Publications

Background: Health inequalities among older adults become increasingly pronounced as aging progresses. In the digital era, some researchers argue that access to and use of digital technologies may contribute to or exacerbate these existing health inequalities. Conversely, other researchers believe that digital technologies can help mitigate these disparities.

View Article and Find Full Text PDF

Background: An accurate knowledge of a patient's risk of cord-level intraoperative neuromonitoring (IONM) data loss is important for an informed decision-making process prior to deformity correction, but no prediction tool currently exists.

Methods: A total of 1,106 patients with spinal deformity and 205 perioperative variables were included. A stepwise machine-learning (ML) approach using random forest (RF) analysis and multivariable logistic regression was performed.

View Article and Find Full Text PDF

Objective: Submandibular salivary gland inflammation has been suggested as one of the mechanisms underlying impaired salivary secretion associated with sleep deprivation (SD). However, whether the salivary inflammatory response occurs to the same extent in paradoxical sleep deprivation with or without sleep recovery remains unknown. This study evaluated the extent to which inflammation influences salivary impairments associated with paradoxical sleep deprivation with or without sleep recovery.

View Article and Find Full Text PDF

Association between sociodemographic characteristics, stress level and resilience with family functioning of immigrants.

Rev Gaucha Enferm

January 2025

Universidade Estadual de Maringá. Programa de Pós-Graduação em Enfermagem. Departamento de Enfermagem. Maringá, Paraná, Brasil.

Objective: To analyze the association between sociodemographic characteristics, level of perceived stress and resilience with family functioning of immigrants in Brazil.

Method: Cross-sectional study with 122 immigrants living in a municipality in southern Brazil. Data collected in 2021, using questions for characterization, Family Cohesion and Adaptability, Resilience and Perceived Stress Assessment Scale.

View Article and Find Full Text PDF

Expert perspectives on tuberculosis screening procedures for migrants.

J Bras Pneumol

January 2025

. EPIUnit ITR, Instituto de Saúde Pública da Universidade do Porto, Universidade do Porto, Porto, Portugal.

Objective: To evaluate the perspectives of tuberculosis experts from different countries regarding national screening procedures.

Methods: This was a qualitative descriptive study. Data were collected by using electronic, anonymized surveys with experts in tuberculosis in seven different countries within two World Health Organization regions (Europe and Africa).

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!