Opioid prescribing guidelines for spine surgery patients: a multisite analysis of guideline implementation and monitoring with an automated text messaging platform.

Objective: The aim of this study was to describe the effect of opioid prescribing guideline implementation for elective spine surgery cases on prescribing and consumption behaviors in a multisite academic hospital system. The effectiveness of an automated text messaging system as a tool to monitor postoperative opioid use and pain outcomes and inform guideline development and deployment is also evaluated.

Methods: The authors conducted a prospective study of postoperative opioid use behaviors and patient-reported outcomes for 2101 elective spine surgery cases between December 2018 and March 2022, prior to and following the implementation of opioid-prescribing guidelines in February 2021 at three urban hospital sites within a large academic health system.

Upper instrumented vertebra pedicle screw loosening following adult spinal deformity surgery: incidence and outcome analysis.

Objective: Surgical correction of adult spinal deformity (ASD) is associated with a high rate of hardware complication that can be challenging to predict. Hardware integrity and alignment after surgery are typically followed with standing radiography, where pedicle screw loosening may be incidentally identified but the clinical significance of which is often unclear. This study aimed to identify the incidence and implications of pedicle screw loosening at the upper instrumented vertebra (UIV) after surgical correction of ASD.

Machine Learning Models Leveraging Smartphone-Based Patient Mobility Data Can Accurately Predict Functional Outcomes After Spine Surgery.

The development of adjacent segment disease or the progression of spondylosis following the surgical treatment of spinal stenosis and spondylolisthesis is well documented and can lead to subsequent functional decline after a successful index surgery. The early detection of negative inflection points during patients' functional recovery can improve timely intervention. In this study, we developed machine learning (ML) models to predict the occurrence of post-operative decline in patient mobility.

Preoperative anemia is associated with increased length of stay in adult spinal deformity surgery: evaluation of a large single-center patient cohort and future suggestions for patient optimization.

Purpose: This study aimed to investigate the relationship of preoperative hemoglobin levels as an independent prognostic factor for hospital and intensive care unit (ICU) length of stay (LOS) in patients undergoing surgery for adult spinal deformity (ASD), with the intent of determining whether there exists a correlation and enhancing patient preoperative optimization protocols.

Methods: The authors reviewed consecutive patients who underwent elective thoracolumbosacral posterior spinal fusion (PSF) involving six or more vertebrae for ASD from January 1, 2013, to December 13, 2021, with a minimum follow-up period of two years. This study primarily investigated the association of preoperative hemoglobin levels with hospital and ICU LOS.