Related Experiment Video
Updated: Jul 6, 2025

Enhancing Tumor Content through Tumor Macrodissection
Published on: February 12, 2022
Independent predictors of mortality and 5-year trends in mortality and resource utilization in hospitalized patients
Zubair Hassan Bodla1,2, Mariam Hashmi2, Fatima Niaz3,4
1University of Central Florida College of Medicine, Graduate Medical Education, Orlando, Florida, USA.
Background:
This retrospective study analyzed factors influencing all-cause inpatient mortality in 80,930 adult patients (2016-2020) with diffuse large B cell lymphoma using the National Inpatient Sample database.
Methods:
Utilizing ICD-10 codes, patients were identified, and statistical analysis was conducted using STATA. Fisher's exact and Student's t tests compared proportions and variables, multivariate logistic regression examined mortality predictors, and a 5-year longitudinal analysis identified mortality and resource utilization trends.
Results:
The inpatient mortality rate was found to be 6.56% with a mean age of 67.99 years. Several hospital- and patient-level factors including specific comorbidities such as congestive heart failure, atrial fibrillation, acute kidney injury, chronic obstructive pulmonary disease, liver failure, pancytopenia, tumor lysis syndrome, and severe protein-calorie malnutrition were independently associated with inpatient mortality. Hospitalization costs showed an increasing trend, impacting the overall population and survivors.
Conclusion:
These insights may refine risk assessment, treatment selection, and interventions.
Related Concept Videos
Cancer Survival Analysis
Kaplan-Meier Approach
Comparing the Survival Analysis of Two or More Groups

