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Objective: The revised Risk Analysis Index (RAI-rev) and modified 5-item frailty index (mFI-5) are comprehensive assessment tools of frailty that have been used to predict neurosurgical outcomes. The aim of this study was to investigate the utility of these tools to predict extended hospital length of stay (LOS), nonroutine discharge (NRD), and 30-day adverse events (AEs) among patients with Chiari malformation type I (CM-I) undergoing suboccipital decompression.
Methods: The authors conducted a retrospective cohort study using the 2011-2022 American College of Surgeons National Surgical Quality Improvement Program database to identify adults with CM-I who underwent suboccipital decompression. Using receiver operating characteristic (ROC) curve and multivariable analyses, we compared the discriminative thresholds and independent associations of RAI-rev, mFI-5, and patient age, with extended LOS, NRD, and 30-day AEs.
Results: Among 1225 patients studied, 806 patients (65.8%) were categorized as robust, 388 (31.7%) as typical and 31 (2.5%) as frail using RAI-rev, whereas 946 (77.2%) were categorized as robust, 222 (18.1%) as typical, and 57 (4.7%) as frail according to mFI-5. Multivariable analysis revealed RAI-rev (adjusted odds ratio [aOR] 4.37, 95% CI 1.40-13.70) and mFI-5 (aOR 2.71, 95% CI 1.38-5.32) scores as significant predictors of extended LOS for frail patients. RAI-rev was also a significant predictor of NRD for patients in the typical (aOR 2.57, 95% CI 1.00-6.60) and frail (aOR 15.70, 95% CI 3.27-75.44) groups. Neither the RAI-rev nor mFI-5 score significantly predicted 30-day AEs. On ROC analysis, there were no significant differences between the RAI-rev score (area under the curve [AUC] 0.5608), mFI-5 score (AUC 0.5626), and age (AUC 0.5496) in predicting LOS. Similarly, no differences were observed between the RAI-rev score, mFI-5 score, and age in predicting 30-day AEs. Notably, the RAI-rev score (AUC 0.7234) exhibited superior performance in predicting NRD compared with the mFI-5 score (p = 0.038) and age (p = 0.016).
Conclusions: The authors' findings demonstrate that while both RAI-rev- and mFI-5-defined frailty were significantly associated with extended LOS and NRD, RAI-rev outperformed mFI-5 in predicting NRD.
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http://dx.doi.org/10.3171/2025.4.SPINE2597 | DOI Listing |
Interv Neuroradiol
September 2025
Department of Neurosurgery, Albany Medical Center, Albany, NY, USA.
ObjectiveRandomized trials will ultimately determine whether stand-alone middle meningeal artery embolization (MMAE) is effective in preventing the recurrence of chronic subdural hematoma (cSDH). We therefore characterized in-hospital complications, length of stay, and discharge disposition among adults undergoing stand-alone MMAE for non-traumatic cSDH in the United States.MethodsWe conducted a retrospective cohort analysis using the National Inpatient Sample (2016-2022) to identify adult patients (≥18 years) with a primary diagnosis of nontraumatic cSDH.
View Article and Find Full Text PDFAm J Surg
August 2025
Division of Trauma, Emergency Surgery & Surgical Critical Care, Department of Surgery, Massachusetts General Hospital, Boston, MA, 02114, USA. Electronic address:
Background: The quantitative effect of frailty on post-operative complications in older adults undergoing surgical emergencies is not well understood.
Methods: The 2013-2019ACS-NSQIP database was used to identify emergency laparotomy patients≥65 years. Frailty was measured using the modified-frailty-index-5 factors (mFI-5).
Urol Oncol
August 2025
Department of Urology, Hiroshima University Graduate School of Biomedical and Health Sciences, Hiroshima, Japan.
Purpose: We aimed to determine the optimal treatment strategy for MIBC patients undergoing neoadjuvant chemotherapy (NAC) followed by radical cystectomy. We investigated whether preoperative frailty influences the efficacy of NAC by evaluating the Modified 5-item Frailty Index (mFI-5), which was developed as a comprehensive geriatric evaluation tool with a reduced number of variables to simplify data collection.
Methods: This retrospective study included 356 MIBC patients.
J Shoulder Elbow Surg
August 2025
Department of Orthopaedic Surgery, University of Illinois at Chicago, Chicago, IL, USA; Department of Orthopaedic Surgery, Northshore University Health System, an Affiliate of the University of Chicago Pritzker School of Medicine. Skokie, L, USA. Electronic address:
Background: The incidence of shoulder arthroplasty (SA) has risen significantly, driven by expanded indications. This study aims to derive and validate a model for classifying patients based on the risk of short-term complications using logistic regression (LR) and other machine learning (ML) techniques.
Methods: We analyzed de-identified data from the American College of Surgeons' NSQIP database (2005-2022), identifying 39,028 patients who underwent SA using CPT codes.
Head Neck
August 2025
School of Medicine, Dentistry and Nursing, University of Glasgow, Glasgow, UK.
Introduction: Oropharyngeal squamous cell cancer (OPSCC) is a common subtype of head and neck cancer. It is generally stratified into high, intermediate, and low risk prognostic groups on the basis of HPV (human papillomavirus) status and smoking history (Ang risk stratification). Frailty has been shown to have a negative survival effect in head and neck cancer.
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