Preoperative prediction of postoperative needs after spinal tumor surgery
- Emily Xu 1, Ritesh Karsalia 1, Ellie Gabriel 1, Alan Napole 1, Claudia Hejazi-Garcia 1, Jason Kost 2, Scott D McClintock 3, James M Schuster 1, Anish Butala 4, Gabrielle W Peters 4, Alvand Hassankhani 5, Hayley M Knollman 6, Colbey W Freeman 5, Neil R Malhotra 1
- Emily Xu 1, Ritesh Karsalia 1, Ellie Gabriel 1
- 1Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA.
- 2McKenna EpiLog Fellowship in Population Health, University of Pennsylvania, Philadelphia, PA, USA.
- 3West Chester University, The West Chester Statistical Institute and Department of Mathematics, 25 University Ave, West Chester, PA, USA.
- 4Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA, USA.
- 5Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA.
- 6Division of Hematology and Oncology, University of Pennsylvania, Philadelphia, PA, USA.
- 0Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA.
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View abstract on PubMed
Summary
This summary is machine-generated.The Risk Assessment and Prediction Tool (RAPT) accurately predicts discharge disposition for spinal tumor surgery patients. Higher RAPT scores correlate with better outcomes, aiding surgeons in identifying high-risk individuals for tailored care.
Area Of Science
- Oncology
- Neurosurgery
- Healthcare Management
Background
- Spinal oncology care presents significant challenges due to its resource-intensive nature.
- Validated preoperative clinical tools for predicting postoperative healthcare needs in spinal oncology are scarce.
- The Risk Assessment and Prediction Tool (RAPT) evaluates mobility, support systems, and community reliance.
Purpose Of The Study
- To evaluate the utility of the RAPT in predicting discharge disposition for patients undergoing spinal tumor surgery.
- To determine if RAPT scores can identify patients at higher risk for non-home discharge.
- To assess the correlation between RAPT scores and various postoperative outcomes.
Main Methods
- A prospective study involving 389 patients undergoing spinal tumor resection from 2017 to 2024.
- Preoperative administration of the RAPT questionnaire.
- Logistic regression analysis to associate RAPT scores with discharge disposition and secondary outcomes.
Main Results
- Higher RAPT scores significantly increased the odds of home discharge (OR=1.484) and reduced 30-day Emergency Department (ED) visits (OR=0.834).
- The RAPT subscore for walking ability predicted home discharge (OR=2.865), fewer 30-day ED visits (OR=0.622), and reduced 90-day mortality (OR=0.456).
- Preoperative ambulation without gait assistance correlated with increased home discharge (OR=2.778) and decreased 30-day ED visits (OR=0.622).
Conclusions
- The RAPT score and its components are highly predictive for discharge disposition in spinal oncology.
- The RAPT serves as a specific tool for identifying high-risk patients preoperatively.
- Implementing the RAPT can facilitate the design of risk mitigation strategies for improved patient care.
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