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Forssten MP, Ekestubbe L, Cao Y, Mohammad Ismail A, Ioannidis I, Sarani B, Mohseni S. Predictive ability of frailty scores in surgically managed patients with traumatic spinal injuries: a TQIP analysis. Eur J Trauma Emerg Surg 2025; 51:126. [PMID: 40035883 PMCID: PMC11880054 DOI: 10.1007/s00068-025-02775-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2024] [Accepted: 01/25/2025] [Indexed: 03/06/2025]
Abstract
PURPOSE Frailty has gained recognition as a crucial determinant of patient outcomes following traumatic spinal injury (TSI), particularly due to its increasing incidence in elderly populations. The aim of the current investigation was therefore to compare the ability of several frailty scores to predict adverse outcomes in surgically managed isolated TSI patients without spinal cord injury. METHODS All adult patients (18 years or older) who suffered an isolated TSI due to blunt trauma, and required surgical management, were extracted from the 2013-2021 Trauma Quality Improvement Program database. The ability of the Orthopedic Frailty Score (OFS), the Hospital Frailty Risk Score (HFRS), the 11-factor (11-mFI) and 5-factor (5-mFI) modified frailty index, as well as the Johns Hopkins Frailty Indicator to predict adverse outcomes was compared based on the area under the receiver-operating characteristic curve (AUC). Subgroup analyses were also performed on patients who were ≥ 65 years old and those who were injured due to a ground-level fall (GLF). RESULTS A total of 39,449 patients were selected from the TQIP database. The 5-mFI and 11-mFI outperformed all other frailty scores when predicting in-hospital mortality (5-mFI AUC: 0.73) (11-mFI AUC: 0.73), any complication (5-mFI AUC: 0.65) (11-mFI AUC: 0.65), and FTR (5-mFI AUC: 0.75) (11-mFI AUC: 0.75). Among the 14,257 geriatric patients, however, the OFS demonstrated the highest predictive ability for in-hospital mortality (AUC: 0.65). The OFS (AUC: 0.64) also performed on the same level as both the 5-mFI (AUC: 0.63) and the 11-mFI (AUC: 0.63) when predicting FTR in this population. Among the 9616 patients who were injured due to a GLF, the OFS performed on par with the 5-mFI and 11-mFI when predicting in-hospital mortality and FTR. CONCLUSION Simpler scores like the 5-factor modified Frailty Index and Orthopedic Frailty Score outperform or perform on par with more complicated frailty scores when predicting mortality, complications, and failure-to-rescue in surgically managed isolated traumatic spinal injury patients without spinal cord injury, particularly among geriatric patients and those injured in a GLF.
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Affiliation(s)
- Maximilian Peter Forssten
- Department of Orthopedic Surgery, Orebro University Hospital, Orebro, 701 85, Sweden
- School of Medical Sciences, Orebro University, Orebro, 702 81, Sweden
| | - Lovisa Ekestubbe
- Department of Orthopedic Surgery, Orebro University Hospital, Orebro, 701 85, Sweden
| | - Yang Cao
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Faculty of Medicine and Health, Orebro University, Orebro, 701 82, Sweden
| | - Ahmad Mohammad Ismail
- Department of Orthopedic Surgery, Orebro University Hospital, Orebro, 701 85, Sweden
- School of Medical Sciences, Orebro University, Orebro, 702 81, Sweden
| | - Ioannis Ioannidis
- Department of Orthopedic Surgery, Orebro University Hospital, Orebro, 701 85, Sweden
- School of Medical Sciences, Orebro University, Orebro, 702 81, Sweden
| | - Babak Sarani
- Center of Trauma and Critical Care, George Washington University, Washington, DC, USA
| | - Shahin Mohseni
- School of Medical Sciences, Orebro University, Orebro, 702 81, Sweden.
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Mouchtouris N, Luck T, Locke K, Hines K, Franco D, Yudkoff C, Sivaganesan A, Heller J, Prasad S, Harrop J, Jack Jallo. Comparison of 5-Item and 11-Item Modified Frailty Index as Predictors of Functional Independence in Patients With Spinal Cord Injury. Global Spine J 2025; 15:782-789. [PMID: 37918861 PMCID: PMC11877504 DOI: 10.1177/21925682231211279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2023] Open
Abstract
STUDY DESIGN Retrospective Cohort Study. INTRODUCTION The 11-item modified Frailty index (mFI-11) by the ACS-NSQIP database was used to predict which patients are high risk for complications and inpatient mortality. ACS-NSQIP now has switched to the 5-item MFI. However, there are no studies on how these frailty indices fare against each other and their prognostic value of functional independence in patients with spinal cord injury (SCI). OBJECTIVE To compare the mFI-5 and mFI-11 in order to standardize frailty assessment in the SCI population. METHODS Retrospective analysis of 272,174 patients with SCI from 2010 to 2020 from the Pennsylvania Trauma Systems Foundation (PTSF) registry. Multivariable logistic regression was used to determine the predictive value of mFI for functional independence as determined by locomotion and transfer mobility. RESULTS A total of 1907 patients were included with a mean age of 46.9 ± 15.1 years. The 3 most common MFI factors were hypertension (32.2%), diabetes mellitus (13.7%) and chronic obstructive pulmonary disease (8.5%). Multivariable logistic regression analyses using MFI-5 and MFI-11 showed that a higher frailty score in MFI-5 (OR 1.375, P < .001) and in MFI-11 (OR 1.366, P < .001) were each predictive of poor functional status at discharge. ROC curves for the MFI-5 (AUC = .818, P < .001) and MFI-11 (AUC = .819, P < .001) demonstrated excellent diagnostic accuracy. CONCLUSION The new MFI-5 is equivalent to its predecessor, the MFI-11, and predictive of functional outcomes in patients with SCI. MFI-5 can serve as the preferred frailty index at the point of care and in research contexts.
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Affiliation(s)
- Nikolaos Mouchtouris
- Department of Neurosurgery, Thomas Jefferson Universityand Jefferson Hospital for Neuroscience, Philadelphia, PA, USA
| | - Trevor Luck
- Department of Neurosurgery, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Katherine Locke
- Department of Neurosurgery, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Kevin Hines
- Department of Neurosurgery, Thomas Jefferson Universityand Jefferson Hospital for Neuroscience, Philadelphia, PA, USA
| | - Daniel Franco
- Department of Neurosurgery, Thomas Jefferson Universityand Jefferson Hospital for Neuroscience, Philadelphia, PA, USA
| | - Clifford Yudkoff
- Department of Neurosurgery, Thomas Jefferson Universityand Jefferson Hospital for Neuroscience, Philadelphia, PA, USA
| | - Ahilan Sivaganesan
- Department of Neurosurgery, Thomas Jefferson Universityand Jefferson Hospital for Neuroscience, Philadelphia, PA, USA
| | - Joshua Heller
- Department of Neurosurgery, Thomas Jefferson Universityand Jefferson Hospital for Neuroscience, Philadelphia, PA, USA
| | - Srinivas Prasad
- Department of Neurosurgery, Thomas Jefferson Universityand Jefferson Hospital for Neuroscience, Philadelphia, PA, USA
| | - James Harrop
- Department of Neurosurgery, Thomas Jefferson Universityand Jefferson Hospital for Neuroscience, Philadelphia, PA, USA
| | - Jack Jallo
- Department of Neurosurgery, Thomas Jefferson Universityand Jefferson Hospital for Neuroscience, Philadelphia, PA, USA
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Adeyemi O, Grudzen C, DiMaggio C, Wittman I, Velez-Rosborough A, Arcila-Mesa M, Cuthel A, Poracky H, Meyman P, Chodosh J. Pre-injury frailty and clinical care trajectory of older adults with trauma injuries: A retrospective cohort analysis of A large level I US trauma center. PLoS One 2025; 20:e0317305. [PMID: 39908306 DOI: 10.1371/journal.pone.0317305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2023] [Accepted: 12/24/2024] [Indexed: 02/07/2025] Open
Abstract
BACKGROUND Pre-injury frailty among older adults with trauma injuries is a predictor of increased morbidity and mortality. OBJECTIVES We sought to determine the relationship between frailty status and the care trajectories of older adult patients who underwent frailty screening in the emergency department (ED). METHODS Using a retrospective cohort design, we pooled trauma data from a single institutional trauma database from August 2020 to June 2023. We limited the data to adults 65 years and older, who had trauma injuries and frailty screening at ED presentation (N = 2,862). The predictor variable was frailty status, measured as either robust (score 0), pre-frail (score 1-2), or frail (score 3-5) using the FRAIL index. The outcome variables were measures of clinical care trajectory: trauma team activation, inpatient admission, ED discharge, length of hospital stay, in-hospital death, home discharge, and discharge to rehabilitation. We controlled for age, sex, race/ethnicity, health insurance type, body mass index, Charlson Comorbidity Index, injury type and severity, and Glasgow Coma Scale score. We performed multivariable logistic and quantile regressions to measure the influence of frailty on post-trauma care trajectories. RESULTS The mean (SD) age of the study population was 80 (8.9) years, and the population was predominantly female (64%) and non-Hispanic White (60%). Compared to those classified as robust, those categorized as frail had 2.5 (95% CI: 1.86-3.23), 3.1 (95% CI: 2.28-4.12), and 0.3 (95% CI: 0.23-0.42) times the adjusted odds of trauma team activation, inpatient admission, and ED discharge, respectively. Also, those classified as frail had significantly longer lengths of hospital stay as well as 3.7 (1.07-12.62), 0.4 (0.28-0.47), and 2.2 (95% CI: 1.71-2.91) times the odds of in-hospital death, home discharge, and discharge to rehabilitation, respectively. CONCLUSION Pre-injury frailty is a predictor of clinical care trajectories for older adults with trauma injuries.
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Affiliation(s)
- Oluwaseun Adeyemi
- Ronald O Perelman Department of Emergency Medicine, New York University Grossman School of Medicine, New York, NY, United States of America
| | - Corita Grudzen
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, United States of America
| | - Charles DiMaggio
- Department of Surgery, New York University Grossman School of Medicine, New York, NY, United States of America
- Department of Population Health, New York University Grossman School of Medicine, New York, NY, United States of America
| | - Ian Wittman
- Ronald O Perelman Department of Emergency Medicine, New York University Grossman School of Medicine, New York, NY, United States of America
| | - Ana Velez-Rosborough
- Department of Surgery, New York University Grossman School of Medicine, New York, NY, United States of America
| | - Mauricio Arcila-Mesa
- Department of Medicine, New York University School of Medicine, New York, NY, United States of America
| | - Allison Cuthel
- Ronald O Perelman Department of Emergency Medicine, New York University Grossman School of Medicine, New York, NY, United States of America
| | - Helen Poracky
- Department of Trauma, New York University Grossman School of Medicine, New York, NY, United States of America
| | - Polina Meyman
- Department of Trauma, New York University Grossman School of Medicine, New York, NY, United States of America
| | - Joshua Chodosh
- Department of Medicine, New York University School of Medicine, New York, NY, United States of America
- Medicine Service, Veterans Affairs New York Harbor Healthcare System, New York, NY, United States of America
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Alare K, Afolabi S, Adenowo G, Opanike J, Bakwa ND, Alao A, Nuka-Nwikpasi K, Ogunseye M, Omoniyo T, Jagunmolu H, Fagbenro A, Ojo T, Akande Y, Chen F. Prognostic Utility of Modified 5-Item Frailty Index on the Outcomes of Spine Surgeries: A Systematic Review and Meta-Analysis. World Neurosurg 2025; 194:123549. [PMID: 39675668 DOI: 10.1016/j.wneu.2024.12.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Accepted: 12/02/2024] [Indexed: 12/17/2024]
Abstract
BACKGROUND Frailty refers to a state of weakness that can arise due to age or illnesses, and frailty predisposes individuals to several adverse health outcomes. This has been postulated to prognosticate the outcome of various surgeries, including surgeries for various spine conditions; however, no meta-analysis has validated this finding. METHODS We conducted a systematic review and meta-analysis to investigate the prognostic utility of frailty for the outcome of spine surgeries. We performed a systematic search of the PubMed, EMBASE, and SCOPUS databases for studies investigating the ability of frailty to predict the outcome of spine surgeries. We analyzed the effect of high frailty using the 5-item Modified Frailty Index on the outcomes (extended length of stay, readmission, postoperative complications, in-hospital mortality, reoperation, and nonroutine discharge) of spine surgeries. RESULTS Meta-analysis of the information provided in the 11 studies included a sample size of 89,137; all studies used the 5-item Modified Frailty Index ≥2 as their cutoff for high frailty, and most studies were performed in the United States based on the American College of Surgeons National Surgical Quality Improvement Program database. The outcomes of our analysis were extended hospital length of stay (effect size 1.64; 95% confidence interval [CI]: 1.49, 1.79), postoperative complications (effect size 1.49; 95% CI: 1.10, 1.88), readmission (effect size 1.69; 95% CI: 1.40, 1.99), nonroutine discharge (effect size 2.16; 95% CI: 1.80, 2.51), postoperative in-hospital mortality (effect size 2.11; 95% CI: 1.25, 2.96), and reoperation (effect size 1.32; 95% CI: 1.19, 1.45). CONCLUSIONS This study revealed that high frailty according to the modified 5-Item Frailty Index is correlated with an increased risk of readmission, extended length of hospital stay, postoperative complications, nonroutine discharge, postoperative in-hospital mortality, and reoperation following spine surgeries for any pathology of the spine.
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Affiliation(s)
- Kehinde Alare
- Department of Medicine, Ladoke Akintola University of Technology, Ogbomoso, Nigeria; Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Sandy, Texas, USA.
| | - Samson Afolabi
- Department of Medicine, Ladoke Akintola University of Technology, Ogbomoso, Nigeria
| | - Goodness Adenowo
- Department of Medicine and Surgery, Babcock University, Ilesan-Remo, Ogun State, Nigeria
| | - Joshua Opanike
- Department of Medicine, Ladoke Akintola University of Technology, Ogbomoso, Nigeria
| | - Nenkimun Dirting Bakwa
- Department of Neurosurgery, National Hospital, Abuja, Nigeria; Division of Neurosurgery, Department of Surgery, Jos University Teaching Hospital, Jos, Plateau state, Nigeria
| | - Adedoyin Alao
- Department of Surgery, Lagos State University Teaching Hospital, Ikeja, Nigeria
| | | | | | - Taiwo Omoniyo
- Department of Medicine, Ladoke Akintola University of Technology, Ogbomoso, Nigeria
| | - Habiblah Jagunmolu
- Department of Medicine, Ladoke Akintola University of Technology, Ogbomoso, Nigeria
| | - Ayomide Fagbenro
- Department of Medicine, Ladoke Akintola University of Technology, Ogbomoso, Nigeria
| | - Tirenioluwa Ojo
- Department of Medicine, Ladoke Akintola University of Technology, Ogbomoso, Nigeria
| | - Yetunde Akande
- Department of Medicine, Ladoke Akintola University of Technology, Ogbomoso, Nigeria
| | - Fan Chen
- Department of Neurosurgery, The Second Affiliated Hospital Of Air Force Medical University, Xi'an, Shaanxi, China
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Li Z, Ye H, Chu H, Chen L, Li J, Li J, Yang D, Yang M, Du L, Wang M, Gao F. Acute non-traffic traumatic spinal cord injury in the aging population: Analysis of the National Inpatient Sample 2005-2018. J Orthop Sci 2025; 30:66-72. [PMID: 38565448 DOI: 10.1016/j.jos.2024.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 02/22/2024] [Accepted: 03/07/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND This study aimed to determine risk factors for poor in-hospital outcomes in a large cohort of older adult patients with acute non-traffic traumatic spinal cord injury (tSCI). METHODS This is a population-based, retrospective, observational study. Data of older adults ≥65 years with a primary discharge diagnosis of acute non-traffic tSCI were extracted from the US National Inpatient Sample (NIS) database 2005-2018. Traffic-related tSCI admissions or patients lacking complete data on age, sex and outcomes of interest were excluded. Univariate and multivariate logistic regression analysis was used to determine associations between variables and in-hospital outcomes. RESULTS Data of 49,449 older patients (representing 246,939 persons in the US) were analyzed. The mean age was 79.9 years. Multivariable analyses revealed that severe International Classification of Disease (ICD)-based injury severity score (ICISS) (adjusted odds ratio [aOR] = 3.14, 95% confidence interval [CI]: 2.77-3.57), quadriplegia (aOR = 2.79, 95%CI: 2.34-3.32), paraplegia (aOR = 2.60, 95%CI:1.89-3.58), cervical injury with vertebral fracture (aOR = 2.19, 95%CI: 1.90-2.52), and severe liver disease (aOR = 2.33, 95%CI: 1.34-4.04) were all strong independent predictors of in-hospital mortality. In addition, malnutrition (aOR = 3.19, 95% CI: 2.93-3.48) was the strongest predictors of prolonged length of stay (LOS). CONCLUSIONS Several critical factors for in-hospital mortality, unfavorable discharge, and prolonged LOS among US older adults with acute non-traffic tSCI were identified. In addition to the factors associated with initial severity, the presence of severe liver disease and malnutrition emerged as strong predictors of unfavorable outcomes, highlighting the need for special attention for these patient subgroups.
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Affiliation(s)
- Zeqin Li
- Gannan Medical University, Ganzhou, 341000, China
| | - Hua Ye
- Gannan Medical University, Ganzhou, 341000, China
| | - Hongyu Chu
- Beijing Bo'ai Hospital, China Rehabilitation Research Center, Beijing 100068, China; School of Rehabilitation, Capital Medical University, Beijing 100068, China
| | - Liang Chen
- Beijing Bo'ai Hospital, China Rehabilitation Research Center, Beijing 100068, China; School of Rehabilitation, Capital Medical University, Beijing 100068, China
| | - Jun Li
- Beijing Bo'ai Hospital, China Rehabilitation Research Center, Beijing 100068, China; School of Rehabilitation, Capital Medical University, Beijing 100068, China
| | - Jianjun Li
- Beijing Bo'ai Hospital, China Rehabilitation Research Center, Beijing 100068, China; School of Rehabilitation, Capital Medical University, Beijing 100068, China; Center of Neural Injury and Repair, Beijing Institute for Brain Disorders, Beijing 100069, China; Beijing Key Laboratory of Neural Injury and Rehabilitation, Beijing 100068, China
| | - Degang Yang
- Beijing Bo'ai Hospital, China Rehabilitation Research Center, Beijing 100068, China; School of Rehabilitation, Capital Medical University, Beijing 100068, China
| | - Mingliang Yang
- Beijing Bo'ai Hospital, China Rehabilitation Research Center, Beijing 100068, China; School of Rehabilitation, Capital Medical University, Beijing 100068, China
| | - Liangjie Du
- Beijing Bo'ai Hospital, China Rehabilitation Research Center, Beijing 100068, China; School of Rehabilitation, Capital Medical University, Beijing 100068, China
| | - Maoyuan Wang
- Department of Rehabilitation Medicine, First Affiliated Hospital of Gannan Medical University, Ganzhou, 341000, China; Ganzhou Key Laboratory of Rehabilitation Medicine, Ganzhou, 341000, China.
| | - Feng Gao
- Beijing Bo'ai Hospital, China Rehabilitation Research Center, Beijing 100068, China; School of Rehabilitation, Capital Medical University, Beijing 100068, China.
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Adegeest C, Moayeri N, Muijs S, ter Wengel P. Spinal cord injury: Current trends in acute management. BRAIN & SPINE 2024; 4:102803. [PMID: 38618228 PMCID: PMC11010802 DOI: 10.1016/j.bas.2024.102803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Revised: 03/05/2024] [Accepted: 04/04/2024] [Indexed: 04/16/2024]
Abstract
Introduction Traumatic spinal cord injury (tSCI) is a profoundly debilitating condition necessitating prompt intervention. However, the optimal acute treatment strategy remains a subject of debate. Research question The aim of this overview is to elucidate prevailing trends in the acute tSCI management. Material and Methods We provided an overview using peer-reviewed studies. Results Early surgical treatment (<24h after trauma) appears beneficial compared to delayed surgery. Nonetheless, there is insufficient evidence supporting a positive influence of ultra-early surgery on neurological outcome in tSCI. Furthermore, the optimal surgical approach to decompress the spinal cord remains unclear. These uncertainties extend to a growing aging population suffering from central cord syndrome (CCS). Additionally, there is a paucity of evidence supporting the beneficial effects of strict hemodynamic management. Discussion and Conclusion This overview highlights the current literature on surgical timing, surgical techniques and hemodynamic management during the acute phase of tSCI. It also delves into considerations specific to the elderly population experiencing CCS.
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Affiliation(s)
- C.Y. Adegeest
- Department of Neurosurgery, Haaglanden Medical Center, The Hague, the Netherlands
- Department of Neurosurgery, Leiden University Medical Center, Leiden, the Netherlands
| | - N. Moayeri
- Department of Neurosurgery, University Medical Center Utrecht, Utrecht, the Netherlands
| | - S.P.J. Muijs
- Department of Orthopedic Surgery, University Medical Center Utrecht, Utrecht, the Netherlands
| | - P.V. ter Wengel
- Department of Neurosurgery, Haaglanden Medical Center, The Hague, the Netherlands
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Mahanes D, Muehlschlegel S, Wartenberg KE, Rajajee V, Alexander SA, Busl KM, Creutzfeldt CJ, Fontaine GV, Hocker SE, Hwang DY, Kim KS, Madzar D, Mainali S, Meixensberger J, Varelas PN, Weimar C, Westermaier T, Sakowitz OW. Guidelines for neuroprognostication in adults with traumatic spinal cord injury. Neurocrit Care 2024; 40:415-437. [PMID: 37957419 PMCID: PMC10959804 DOI: 10.1007/s12028-023-01845-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 08/17/2023] [Indexed: 11/15/2023]
Abstract
BACKGROUND Traumatic spinal cord injury (tSCI) impacts patients and their families acutely and often for the long term. The ability of clinicians to share prognostic information about mortality and functional outcomes allows patients and their surrogates to engage in decision-making and plan for the future. These guidelines provide recommendations on the reliability of acute-phase clinical predictors to inform neuroprognostication and guide clinicians in counseling adult patients with tSCI or their surrogates. METHODS A narrative systematic review was completed using Grading of Recommendations Assessment, Development, and Evaluation methodology. Candidate predictors, including clinical variables and prediction models, were selected based on clinical relevance and presence of an appropriate body of evidence. The Population/Intervention/Comparator/Outcome/Timing/Setting question was framed as "When counseling patients or surrogates of critically ill patients with traumatic spinal cord injury, should < predictor, with time of assessment if appropriate > be considered a reliable predictor of < outcome, with time frame of assessment >?" Additional full-text screening criteria were used to exclude small and lower quality studies. Following construction of an evidence profile and summary of findings, recommendations were based on four Grading of Recommendations Assessment, Development, and Evaluation criteria: quality of evidence, balance of desirable and undesirable consequences, values and preferences, and resource use. Good practice recommendations addressed essential principles of neuroprognostication that could not be framed in the Population/Intervention/Comparator/Outcome/Timing/Setting format. Throughout the guideline development process, an individual living with tSCI provided perspective on patient-centered priorities. RESULTS Six candidate clinical variables and one prediction model were selected. Out of 11,132 articles screened, 369 met inclusion criteria for full-text review and 35 articles met eligibility criteria to guide recommendations. We recommend pathologic findings on magnetic resonance imaging, neurological level of injury, and severity of injury as moderately reliable predictors of American Spinal Cord Injury Impairment Scale improvement and the Dutch Clinical Prediction Rule as a moderately reliable prediction model of independent ambulation at 1 year after injury. No other reliable or moderately reliable predictors of mortality or functional outcome were identified. Good practice recommendations include considering the complete clinical condition as opposed to a single variable and communicating the challenges of likely functional deficits as well as potential for improvement and for long-term quality of life with SCI-related deficits to patients and surrogates. CONCLUSIONS These guidelines provide recommendations about the reliability of acute-phase predictors of mortality, functional outcome, American Spinal Injury Association Impairment Scale grade conversion, and recovery of independent ambulation for consideration when counseling patients with tSCI or their surrogates and suggest broad principles of neuroprognostication in this context.
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Affiliation(s)
- Dea Mahanes
- Departments of Neurology and Neurosurgery, UVA Health, University of Virginia, Charlottesville, VA, USA
| | - Susanne Muehlschlegel
- Departments of Neurology, Anesthesiology and Surgery, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | | | | | | | - Katharina M Busl
- Departments of Neurology and Neurosurgery, College of Medicine, University of Florida, Gainesville, FL, USA
| | | | - Gabriel V Fontaine
- Departments of Pharmacy and Neurosciences, Intermountain Health, Salt Lake City, UT, USA
| | - Sara E Hocker
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - David Y Hwang
- Department of Neurology, University of North Carolina, Chapel Hill, NC, USA
| | - Keri S Kim
- Department of Pharmacy Practice, University of Illinois at Chicago, Chicago, IL, USA
| | - Dominik Madzar
- Department of Neurology, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Shraddha Mainali
- Department of Neurology, Virginia Commonwealth University, Richmond, VA, USA
| | | | | | - Christian Weimar
- Institute of Medical Informatics, Biometry and Epidemiology, University Hospital Essen, Essen, Germany
- BDH-Clinic Elzach, Elzach, Germany
| | - Thomas Westermaier
- Department of Neurosurgery, Helios Amper-Klinikum Dachau, Dachau, Germany
| | - Oliver W Sakowitz
- Department of Neurosurgery, Neurosurgery Center Ludwigsburg-Heilbronn, Ludwigsburg, Germany.
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8
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Chu H, Chen L, Li J, Li J, Yang D, Yang M, Du L, Wang M, Gao F. Impact of Frailty on Inpatient Outcomes of Acute Traumatic Spinal Cord Injury: Evidence From US National Inpatient Sample. Neurologist 2024; 29:82-90. [PMID: 37839086 DOI: 10.1097/nrl.0000000000000532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2023]
Abstract
OBJECTIVES Spinal cord injury (SCI) is any spinal cord injury or affliction that results in temporary or permanent impairment of motor or sensory function. This study determined the prevalence of frailty and its impact on in-hospital outcomes of patients admitted with acute traumatic SCI (TSCI). METHODS This retrospective study extracted data of adults 18 to 85 years with acute TSCI from the US Nationwide Inpatient Sample (NIS) 2016 to 2018. Frailty status were assessed by the 11-factor modified Frailty Index (mFI-11) through claim codes. Patients with an mFI ≥3 were classified as frail. Associations between study variables and in-hospital mortality, discharge status, prolonged length of stay, severe infection, and hospital costs were determined by univariate and multivariable regression analyses. RESULTS A total of 52,263 TSCI patients were identified, where 12,203 (23.3%) patients were frail. After adjusting for relevant confounders, frailty was independently associated with increased risk for in-hospital mortality [adjusted odds ratio (aOR) = 1.25, 95% CI:1.04-1.49], unfavorable discharge (aOR =1.15, 95% CI: 1.09-1.22), prolonged length of stay (aOR =1.32, 95% CI: 1.24-1.40), and severe infection (aOR =2.52, 95% CI: 2.24-2.83), but not hospital cost. Stratified analyses revealed frailty was associated with higher unfavorable discharge and severe infection regardless of age, Charlson Comorbidity Index, and injury level. CONCLUSIONS In acute TSCI, frailty is independently associated with increased risk for adverse inpatient outcomes in terms of in-hospital mortality, prolonged hospital stays, unfavorable discharge, and particularly severe infection.
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Affiliation(s)
- Hongyu Chu
- Beijing Bo'ai Hospital, China Rehabilitation Research Center
- School of Rehabilitation, Capital Medical University
| | - Liang Chen
- Beijing Bo'ai Hospital, China Rehabilitation Research Center
- School of Rehabilitation, Capital Medical University
| | - Jun Li
- Beijing Bo'ai Hospital, China Rehabilitation Research Center
- School of Rehabilitation, Capital Medical University
| | - Jianjun Li
- Beijing Bo'ai Hospital, China Rehabilitation Research Center
- School of Rehabilitation, Capital Medical University
- Center of Neural Injury and Repair, Beijing Institute for Brain Disorders
- Beijing Key Laboratory of Neural Injury and Rehabilitation, Beijing, China
| | - Degang Yang
- Beijing Bo'ai Hospital, China Rehabilitation Research Center
- School of Rehabilitation, Capital Medical University
| | - Mingliang Yang
- Beijing Bo'ai Hospital, China Rehabilitation Research Center
- School of Rehabilitation, Capital Medical University
| | - Liangjie Du
- Beijing Bo'ai Hospital, China Rehabilitation Research Center
- School of Rehabilitation, Capital Medical University
| | - Maoyuan Wang
- Department of Rehabilitation Medicine, First Affiliated Hospital of Gannan Medical University
- Ganzhou Key Laboratory of Rehabilitation Medicine, Ganzhou, China
| | - Feng Gao
- Beijing Bo'ai Hospital, China Rehabilitation Research Center
- School of Rehabilitation, Capital Medical University
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Fehlings MG, Moghaddamjou A, Evaniew N, Tetreault LA, Alvi MA, Skelly AC, Kwon BK. The 2023 AO Spine-Praxis Guidelines in Acute Spinal Cord Injury: What Have We Learned? What Are the Critical Knowledge Gaps and Barriers to Implementation? Global Spine J 2024; 14:223S-230S. [PMID: 38526926 PMCID: PMC10964887 DOI: 10.1177/21925682231196825] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/27/2024] Open
Abstract
STUDY DESIGN Narrative summary of the 2023 AO Spine-Praxis clinical practice guidelines for management in acute spinal cord injury (SCI). OBJECTIVES The objective of this article is to summarize the key findings of the clinical practice guidelines for the optimal management of traumatic and intraoperative SCI (ISCI). This article will also highlight potential knowledge translation opportunities for each recommendation and discuss important knowledge gaps and areas of future research. METHODS Systematic reviews were conducted according to accepted methodological standards to evaluate the current body of evidence and inform the guideline development process. The summarized evidence was reviewed by a multidisciplinary guidelines development group that consisted of international multidisciplinary stakeholders. The Grading of Recommendation, Assessment, Development, and Evaluation (GRADE) approach was used to rate the certainty of the evidence for each critical outcome and the "evidence to recommendation" framework was used to formulate the final recommendations. RESULTS The key recommendations regarding the timing of surgical decompression, hemodynamic management, and the prevention, diagnosis, and management of ISCI are summarized. While a strong recommendation was made for early surgery, further prospective research is required to define what constitutes sufficient surgical decompression, examine the role of ultra-early surgery, and assess the impact of early surgery in different SCI phenotypes, including central cord syndrome. Furthermore, additional investigation is required to evaluate the impact of mean arterial blood pressure targets on neurological recovery and to determine the utility of spinal cord perfusion pressure measurements. Finally, there is a need to examine the role of neuroprotective agents for the treatment of ISCI and to prospectively validate the new AO Spine-Praxis care pathway for the prevention, diagnosis, and management of ISCI. To optimize the translation of these guidelines into practice, important barriers to their implementation, particularly in underserved areas, need to be explored. Ultimately, these recommendations will help to establish more personalized approaches to care for SCI patients. CONCLUSIONS The recommendations from the 2023 AO Spine-Praxis guidelines not only highlight the current best practice in the management of SCI, but reveal critical knowledge gaps and barriers to implementation that will help to guide further research efforts in SCI.
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Affiliation(s)
- Michael G Fehlings
- Division of Neurosurgery and Spine Program, Department of Surgery, University of Toronto, Toronto, ON, Canada
- Division of Neurosurgery, Krembil Neuroscience Centre, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
| | - Ali Moghaddamjou
- Division of Neurosurgery and Spine Program, Department of Surgery, University of Toronto, Toronto, ON, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
| | - Nathan Evaniew
- McCaig Institute for Bone and Joint Health, Department of Surgery, Orthopaedic Surgery, Cumming School of Medicine, University of Calgary, AB, Canada
| | | | - Mohammed Ali Alvi
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
| | | | - Brian K Kwon
- Department of Orthopaedics, University of British Columbia, Vancouver, BC, Canada
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada
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Passias PG, Tretiakov PS, Das A, Thomas Z, Krol O, Joujon-Roche R, Williamson T, Imbo B, Owusu-Sarpong S, Lebovic J, Diebo B, Vira S, Lafage V, Schoenfeld AJ. Outcomes and survival analysis of adult cervical deformity patients with 10-year follow-up. Spine J 2024; 24:488-495. [PMID: 37918570 DOI: 10.1016/j.spinee.2023.10.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 09/28/2023] [Accepted: 10/26/2023] [Indexed: 11/04/2023]
Abstract
BACKGROUND Previous studies have demonstrated that adult cervical deformity patients may be at increased risk of death in conjunction with increased frailty or a weakened physiologic state. However, such studies have often been limited by follow-up duration, and longer-term studies are needed to better assess temporal changes in ACD patients and associated mortality risk. PURPOSE To assess if patients with decreased comorbidities and physiologic burden will be at lessened risk of death for a greater length of time after undergoing adult cervical deformity surgery. STUDY DESIGN/SETTING Retrospective review. PATIENT SAMPLE Two hundred ninety ACD patients. OUTCOME MEASURES Morbidity and mortality data. METHODS Operative ACD patients ≥18 years with pre-(BL) and 10-year (10Y) data were included. Patients were stratified as expired versus living, as well as temporally grouped by Expiration prior to 5Y or between 5Y and 10Y. Group differences were assessed via means comparison analysis. Backstep logistic regression identified mortality predictors. Kaplan-Meier analysis assessed survivorship of expired patients. Log rank analysis determined differences in survival distribution groups. RESULTS Sixty-six total patients were included (60.97±10.19 years, 48% female, 28.03±7.28 kg/m2). Within 10Y, 12 (18.2% of ACD cohort) expired. At baseline, patients were comparable in age, gender, BMI, and CCI total on average (all p>.05). Furthermore, patients were comparable in BL HRQLs (all p>.05). However, patients who expired between 5Y and 10Y demonstrated higher BL EQ5D and mJOA scores than their earlier expired counterparts at 2Y (p<.021). Furthermore, patients who presented with no CCI markers at BL were significantly more likely to survive until the 5Y-10Y follow-up window. Surgically, the only differences observed between patients who survived until 5Y was in undergoing osteotomy, with longer survival seen in those who did not require it (p=.003). Logistic regression revealed independent predictors of death prior to 5Y to be increased BMI, increased frailty, and increased levels fused (model p<.001). KM analysis found that by Passias et al frailty, not frail patients had mean survival time of 170.56 weeks, versus 158.00 in frail patients (p=.949). CONCLUSIONS Our study demonstrates that long-term survival after cervical deformity surgery may be predicted by baseline surgical factors. By optimizing BMI, frailty status, and minimizing fusion length when appropriate, surgeons may be able to further assist ACD patients in increasing their survivability postoperatively.
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Affiliation(s)
- Peter G Passias
- Departments of Orthopedic and Neurological Surgery, NYU Langone Orthopedic Hospital; New York Spine Institute, 301 East 17th St, New York, NY 10003, USA.
| | - Peter S Tretiakov
- Departments of Orthopedic and Neurological Surgery, NYU Langone Orthopedic Hospital; New York Spine Institute, 301 East 17th St, New York, NY 10003, USA
| | - Ankita Das
- Departments of Orthopedic and Neurological Surgery, NYU Langone Orthopedic Hospital; New York Spine Institute, 301 East 17th St, New York, NY 10003, USA
| | - Zach Thomas
- New York Medical College, Westchester Medical Center, 40 Sunshine Cottage Road, Valhalla, NY 10595, USA
| | - Oscar Krol
- Departments of Orthopedic and Neurological Surgery, NYU Langone Orthopedic Hospital; New York Spine Institute, 301 East 17th St, New York, NY 10003, USA
| | - Rachel Joujon-Roche
- Departments of Orthopedic and Neurological Surgery, NYU Langone Orthopedic Hospital; New York Spine Institute, 301 East 17th St, New York, NY 10003, USA
| | - Tyler Williamson
- Departments of Orthopedic and Neurological Surgery, NYU Langone Orthopedic Hospital; New York Spine Institute, 301 East 17th St, New York, NY 10003, USA
| | - Bailey Imbo
- Departments of Orthopedic and Neurological Surgery, NYU Langone Orthopedic Hospital; New York Spine Institute, 301 East 17th St, New York, NY 10003, USA
| | - Stephane Owusu-Sarpong
- Departments of Orthopedic and Neurological Surgery, NYU Langone Orthopedic Hospital; New York Spine Institute, 301 East 17th St, New York, NY 10003, USA
| | - Jordan Lebovic
- Departments of Orthopedic and Neurological Surgery, NYU Langone Orthopedic Hospital; New York Spine Institute, 301 East 17th St, New York, NY 10003, USA
| | - Bassel Diebo
- Department of Orthopedic Surgery, Warren Alpert Medical School at Brown University, 222 Richmond St, Providence, RI 02903, USA
| | - Shaleen Vira
- Department of Orthopaedic Surgery, UT Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390, USA
| | - Virginie Lafage
- Lenox Hill Hospital, Northwell Health, Department of Orthopaedics, 130 E 77th St 7th Floor, New York, NY 10075, USA
| | - Andrew J Schoenfeld
- Department of Orthopedic Surgery, Brigham and Women's Center for Surgery and Public Health, 75 Francis Street, Boston, MA 02115, USA
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11
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Zhang D, Ostergaard PJ, Hall MJ, Shoji M, Earp BE. The Relationship Between Frailty and Functional Outcomes, Range of Motion, and Reoperation After Reverse Total Shoulder Arthroplasty for Proximal Humerus Fracture. Orthopedics 2023; 46:274-279. [PMID: 37018624 DOI: 10.3928/01477447-20230330-02] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
Abstract
The objective of this study was to investigate whether frailty is associated with functional outcomes, motion, and reoperation at a minimum of 2 years after reverse total shoulder arthroplasty (rTSA) for proximal humerus fracture. We performed a retrospective study of 153 patients who underwent rTSA for proximal humerus fracture at two level 1 trauma centers from 2003 to 2018 with minimum 2-year follow-up. Frailty was assessed using the modified 5-item frailty index (mFI). The primary outcome variable was the American Shoulder and Elbow Surgeons (ASES) shoulder score at minimum 2-year follow-up. The secondary outcome variables were the Shoulder Pain and Disability Index (SPADI), the Shoulder Subjective Value (SSV), the 0 to 10 numeric rating scale (NRS) pain score, surgical complication, and reoperation. Bivariate comparisons were made between mFI and outcome variables. The mean age of the 153 patients was 70 years, and 76% were women. Forty patients (26%) had a mFI score of 0, 65 patients (42%) had a mFI score of 1, 40 patients (26%) had a mFI score of 2, and 8 patients (5%) had a mFI score of 3. Twenty-seven patients (18%) had complications, and 21 patients (14%) underwent reoperation. At minimum 2-year follow-up, mFI was not associated with ASES shoulder score, SPADI, SPADI pain or disability subscales, SSV, NRS pain score, active and passive shoulder forward flexion, abduction, and external rotation, complication, or reoperation. Provided they survive the initial physiologic insults of trauma and surgery, patients with higher mFI scores treated with rTSA for proximal humerus fracture can expect similar medium-term restoration of shoulder function. [Orthopedics. 2023;46(5):274-279.].
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12
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Estes EM, Asserson DB, Kazim SF, Kogan M, Rumalla K, Spader HS, Botros JA, Schmidt MH, Bowers CA. Baseline frailty status, not advanced patient age, predicts epilepsy surgery outcomes: An analysis of 696 patients from the NSQIP database. Clin Neurol Neurosurg 2023; 231:107864. [PMID: 37390568 DOI: 10.1016/j.clineuro.2023.107864] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 05/01/2023] [Accepted: 06/25/2023] [Indexed: 07/02/2023]
Abstract
OBJECTIVE Preoperative risk stratification of patients undergoing epilepsy surgery remains challenging. Recently, the efforts to look beyond age alone as an outcomes predictor has resulted in the development of measures of physiological reserve, or 'frailty indices.' The most frequently cited index in neurosurgery is the 11-item or 5-item modified frailty index (mFI11 or mFI-5). The present study aimed to use a large national registry to evaluate the effect of frailty (as measured by mFI-5 versus age on postoperative outcomes of patients undergoing epilepsy surgery. METHODS The National Surgical Quality Improvement Program (NSQIP) database, overseen by the American College of Surgeons (ACS), was used to extract data for patients undergoing epilepsy surgery from 2015 to 2019. Univariate and multivariate analyses for age and mFI-5 were performed for the following 30-day outcomes of extended length of hospital stay (eLOS) and non-home discharge (NHD). The effect sizes were summarized by odds ratio and associated 95 % confidence intervals. Receiver operating characteristic (ROC) curve analysis, including area under the curve (AUC), was used to quantify the discrimination. RESULTS Univariate and multivariate analyses demonstrated that frailty statuses from mFI-5, not age, were significantly predictive of eLOS and NHD. On ROC curve analysis, mFI-5 was a stronger predictor of eLOS (C = 0.59, 95 % CI 0.54-0.64, p < 0.001) and NHD (C = 0.69, 95 % CI 0.64-0.76, p < 0.001) than age (C = 0.53, 95 % CI 0.48-0.58, p = 0.21 and C = 0.53, 95 % CI 0.46-0.59, p = 0.44, respectively). CONCLUSION Frailty, not age, is an independent risk factor for poor postoperative outcomes, particularly eLOS and NHD, in patients undergoing epilepsy surgery. Usage of mFI-5 for preoperative risk stratification of epilepsy surgery patients can help in prognostication.
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Affiliation(s)
- Emily M Estes
- Texas Tech University Health Sciences Center School of Medicine, El Paso, TX, United States of America
| | - Derek B Asserson
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM, United States of America
| | - Syed Faraz Kazim
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM, United States of America
| | - Michael Kogan
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM, United States of America
| | - Kavelin Rumalla
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM, United States of America
| | - Heather S Spader
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM, United States of America
| | - James A Botros
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM, United States of America
| | - Meic H Schmidt
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM, United States of America
| | - Christian A Bowers
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM, United States of America.
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13
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Shakil H, Jaja BNR, Zhang PF, Jaffe RH, Malhotra AK, Harrington EM, Wijeysundera DN, Wilson JR, Witiw CD. Assessment of the incremental prognostic value from the modified frailty index-5 in complete traumatic cervical spinal cord injury. Sci Rep 2023; 13:7578. [PMID: 37165004 PMCID: PMC10172291 DOI: 10.1038/s41598-023-34708-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Accepted: 05/05/2023] [Indexed: 05/12/2023] Open
Abstract
Frailty, as measured by the modified frailty index-5 (mFI-5), and older age are associated with increased mortality in the setting of spinal cord injury (SCI). However, there is limited evidence demonstrating an incremental prognostic value derived from patient mFI-5. We conducted a retrospective cohort study to evaluate in-hospital mortality among adult complete cervical SCI patients at participating centers of the Trauma Quality Improvement Program from 2010 to 2018. Logistic regression was used to model in-hospital mortality, and the area under the receiver operating characteristic curve (AUROC) of regression models with age, mFI-5, or age with mFI-5 was used to compare the prognostic value of each model. 4733 patients were eligible. We found that both age (80 y versus 60 y: OR 3.59 95% CI [2.82 4.56], P < 0.001) and mFI-5 (score ≥ 2 versus < 2: OR 1.53 95% CI [1.19 1.97], P < 0.001) had statistically significant associations with in-hospital mortality. There was no significant difference in the AUROC of a model including age and mFI-5 when compared to a model including age without mFI-5 (95% CI Δ AUROC [- 8.72 × 10-4 0.82], P = 0.199). Both models were superior to a model including mFI-5 without age (95% CI Δ AUROC [0.06 0.09], P < 0.001). Our findings suggest that mFI-5 provides minimal incremental prognostic value over age with respect to in-hospital mortality for patients complete cervical SCI.
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Affiliation(s)
- Husain Shakil
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, M5T1P5, Canada
- St. Michael's Hospital, Li Ka Shing Knowledge Institute, Toronto, M5B1T8, Canada
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, Toronto, M5B1W8, Canada
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, M5T1P8, Canada
| | - Blessing N R Jaja
- St. Michael's Hospital, Li Ka Shing Knowledge Institute, Toronto, M5B1T8, Canada
| | - Peng F Zhang
- St. Michael's Hospital, Li Ka Shing Knowledge Institute, Toronto, M5B1T8, Canada
| | - Rachael H Jaffe
- St. Michael's Hospital, Li Ka Shing Knowledge Institute, Toronto, M5B1T8, Canada
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, M5T1P8, Canada
| | - Armaan K Malhotra
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, M5T1P5, Canada
- St. Michael's Hospital, Li Ka Shing Knowledge Institute, Toronto, M5B1T8, Canada
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, Toronto, M5B1W8, Canada
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, M5T1P8, Canada
| | - Erin M Harrington
- St. Michael's Hospital, Li Ka Shing Knowledge Institute, Toronto, M5B1T8, Canada
| | - Duminda N Wijeysundera
- St. Michael's Hospital, Li Ka Shing Knowledge Institute, Toronto, M5B1T8, Canada
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, M5T1P8, Canada
- Department of Anesthesia, St. Michael's Hospital, Toronto, M5B1W8, Canada
- Department of Anesthesiology and Pain Medicine, University of Toronto, Toronto, M5T1P8, Canada
| | - Jefferson R Wilson
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, M5T1P5, Canada
- St. Michael's Hospital, Li Ka Shing Knowledge Institute, Toronto, M5B1T8, Canada
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, Toronto, M5B1W8, Canada
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, M5T1P8, Canada
| | - Christopher D Witiw
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, M5T1P5, Canada.
- St. Michael's Hospital, Li Ka Shing Knowledge Institute, Toronto, M5B1T8, Canada.
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, Toronto, M5B1W8, Canada.
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, M5T1P8, Canada.
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14
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Jian Y, Zhang Z. The Dose-Response Relationship Between Age and Tracheostomy in Patients with Traumatic Cervical Spinal Cord Injury: A Restricted Cubic Spline Function Analysis. World Neurosurg 2023; 170:e380-e386. [PMID: 36371043 DOI: 10.1016/j.wneu.2022.11.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 11/06/2022] [Accepted: 11/07/2022] [Indexed: 11/11/2022]
Abstract
OBJECTIVE To investigate the continuous relationship between age and tracheostomy in patients with traumatic cervical spinal cord injury (TCSCI). METHODS This study comprised 689 TCSCI patients in total. The logistic regression and restricted cubic spline analysis was applied to analyze the possible dose-response relationship between age and tracheostomy. The subgroup analysis was performed for the American Spinal Injury Association (ASIA) grade and neurological level of injury. RESULTS The proportion of patients with the age ≥60 was significantly higher in the tracheostomy group than in the non-tracheostomy group (42.2% vs. 19.6%; P < 0.001). Age ≥60 was independently associated with tracheostomy (total: odds ratio = 3.560, 95% confidence interval: 1.892-6.697; P < 0.001) after adjusting for gender, smoking history, dislocation, respiratory complications, ASIA grade, neurological level of injury, preexisting lung disease, brain injury, and thoracic injury. After the relationship was presented in the subgroup analysis, the restricted cubic spline revealed a nonlinear relationship between age and tracheostomy (P-overall < 0.001 and P-nonlinear = 0.021). CONCLUSIONS Age and tracheostomy present a dose-response relationship in patients with TCSCI. This finding could help physicians bring assistance in the early identification of tracheostomy and rationalize the allocation of medical resources.
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Affiliation(s)
- Yunbo Jian
- Department of Orthopedics, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Zhengfeng Zhang
- Department of Orthopedics, Xinqiao Hospital, Army Medical University, Chongqing, China.
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15
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Conlon M, Thommen R, Kazim SF, Dicpinigaitis AJ, Schmidt MH, McKee RG, Bowers CA. Risk Analysis Index and Its Recalibrated Version Predict Postoperative Outcomes Better Than 5-Factor Modified Frailty Index in Traumatic Spinal Injury. Neurospine 2022; 19:1039-1048. [PMID: 36597640 PMCID: PMC9816576 DOI: 10.14245/ns.2244326.163] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Accepted: 10/14/2022] [Indexed: 12/27/2022] Open
Abstract
OBJECTIVE To assess the discriminative ability of the Risk Analysis Index-administrative (RAI-A) and its recalibrated version (RAI-Rev), compared to the 5-factor modified frailty index (mFI-5), in predicting postoperative outcomes in patients undergoing surgical intervention for traumatic spine injuries (TSIs). METHODS The Current Procedural Terminology (CPT) and International Classification of Disease-9 (ICD-9) and ICD-10 codes were used to identify patients ≥ 18 years who underwent surgical intervention for TSI from National Surgical Quality Improvement Program (ACS-NSQIP) database 2015-2019 (n = 6,571). Multivariate analysis and receiver operating characteristic (ROC) curve analysis were conducted to evaluate the comparative discriminative ability of RAI-Rev, RAI-A, and mFI-5 for 30-day postoperative outcomes. RESULTS Multivariate regression analysis showed that with all 3 frailty scores, increasing frailty tiers resulted in worse postoperative outcomes, and patients identified as frail and severely frail using RAI-Rev and RAI-A had the highest odds of poor outcomes. In the ROC curve/C-statistics analysis for prediction of 30-day mortality and morbidity, both RAI-Rev and RAI-A outperformed mFI-5, and for many outcomes, RAI-Rev showed better discriminative performance compared to RAI-A, including mortality (p = 0.0043, DeLong test), extended length of stay (p = 0.0042), readmission (p < 0.0001), reoperation (p = 0.0175), and nonhome discharge (p < 0.0001). CONCLUSION Both RAI-Rev and RAI-A performed better than mFI-5, and RAI-Rev was superior to RAI-A in predicting postoperative mortality and morbidity in TSI patients. RAI-based frailty indices can be used in preoperative risk assessment of spinal trauma patients.
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Affiliation(s)
- Matthew Conlon
- School of Medicine, New York Medical College, Valhalla, NY, USA
| | - Rachel Thommen
- School of Medicine, New York Medical College, Valhalla, NY, USA
| | - Syed Faraz Kazim
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, USA
| | | | - Meic H. Schmidt
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, USA
| | - Rohini G. McKee
- Department of Surgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, USA
| | - Christian A. Bowers
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, USA,Corresponding Author Christian A. Bowers Department of Neurosurgery, University of New Mexico Health Sciences Center, 1 University New Mexico, MSC10 5615, Albuquerque, NM 81731, USA
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16
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Badhiwala JH, Wilson JR, Harrop JS, Vaccaro AR, Aarabi B, Geisler FH, Fehlings MG. Early vs Late Surgical Decompression for Central Cord Syndrome. JAMA Surg 2022; 157:1024-1032. [PMID: 36169962 PMCID: PMC9520438 DOI: 10.1001/jamasurg.2022.4454] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 07/06/2022] [Indexed: 12/14/2022]
Abstract
Importance The optimal clinical management of central cord syndrome (CCS) remains unclear; yet this is becoming an increasingly relevant public health problem in the face of an aging population. Objective To provide a head-to-head comparison of the neurologic and functional outcomes of early (<24 hours) vs late (≥24 hours) surgical decompression for CCS. Design, Setting, and Participants Patients who underwent surgery for CCS (lower extremity motor score [LEMS] - upper extremity motor score [UEMS] ≥ 5) were included in this propensity score-matched cohort study. Data were collected from December 1991 to March 2017, and the analysis was performed from March 2020 to January 2021. This study identified patients with CCS from 3 international multicenter studies with data on the timing of surgical decompression in spinal cord injury. Participants were included if they had a documented baseline neurologic examination performed within 14 days of injury. Participants were eligible if they underwent surgical decompression for CCS. Exposures Early surgery was compared with late surgery. Main Outcomes and Measures Propensity scores were calculated as the probability of undergoing early compared with late surgery using the logit method and adjusting for relevant confounders. Propensity score matching was performed in a 1:1 ratio by an optimal-matching technique. The primary end point was motor recovery (UEMS, LEMS, American Spinal Injury Association [ASIA] motor score [AMS]) at 1 year. Secondary end points were Functional Independence Measure (FIM) motor score and complete independence in each FIM motor domain at 1 year. Results The final study cohort consisted of 186 patients with CCS. The early-surgery group included 93 patients (mean [SD] age, 47.8 [16.8] years; 66 male [71.0%]), and the late-surgery group included 93 patients (mean [SD] age, 48.0 [15.5] years; 75 male [80.6%]). Early surgical decompression resulted in significantly improved recovery in upper limb (mean difference [MD], 2.3; 95% CI, 0-4.5; P = .047), but not lower limb (MD, 1.1; 95% CI, -0.8 to 3.0; P = .30), motor function. In an a priori-planned subgroup analysis, outcomes were comparable with early or late decompressive surgery in patients with ASIA Impairment Scale (AIS) grade D injury. However, in patients with AIS grade C injury, early surgery resulted in significantly greater recovery in overall motor score (MD, 9.5; 95% CI, 0.5-18.4; P = .04), owing to gains in both upper and lower limb motor function. Conclusions and Relevance This cohort study found early surgical decompression to be associated with improved recovery in upper limb motor function at 1 year in patients with CCS. Treatment paradigms for CCS should be redefined to encompass early surgical decompression as a neuroprotective therapy.
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Affiliation(s)
- Jetan H. Badhiwala
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Jefferson R. Wilson
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Institute of Health Policy, Management, and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - James S. Harrop
- Department of Neurological Surgery, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Alexander R. Vaccaro
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Bizhan Aarabi
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore
| | - Fred H. Geisler
- Department of Medical Imaging, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Michael G. Fehlings
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Division of Neurosurgery, Krembil Neuroscience Centre, University Health Network, Toronto, Ontario, Canada
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Dicpinigaitis AJ, Al-Mufti F, Bempong PO, Kazim SF, Cooper JB, Dominguez JF, Stein A, Kalakoti P, Hanft S, Pisapia J, Kinon M, Gandhi CD, Schmidt MH, Bowers CA. Prognostic Significance of Baseline Frailty Status in Traumatic Spinal Cord Injury. Neurosurgery 2022; 91:575-582. [PMID: 35944118 DOI: 10.1227/neu.0000000000002088] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Accepted: 05/14/2022] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Literature evaluating frailty in traumatic spinal cord injury (tSCI) is limited. OBJECTIVE To evaluate the prognostic significance of baseline frailty status in tSCI. METHODS Patients with tSCI were identified in the National Inpatient Sample from 2015 to 2018 and stratified according to frailty status, which was quantified using the 11-point modified frailty index (mFI). RESULTS Among 8825 operatively managed patients with tSCI identified (mean age 57.9 years, 27.6% female), 3125 (35.4%) were robust (mFI = 0), 2530 (28.7%) were prefrail (mFI = 1), 1670 (18.9%) were frail (mFI = 2), and 1500 (17.0%) were severely frail (mFI ≥ 3). One thousand four-hundred forty-five patients (16.4%) were routinely discharged (to home), and 320 (3.6%) died during hospitalization, while 2050 (23.3%) developed a severe complication, and 2175 (24.6%) experienced an extended length of stay. After multivariable analysis adjusting for age, illness severity, trauma burden, and other baseline covariates, frailty (by mFI-11) was independently associated with lower likelihood of routine discharge [adjusted odds ratio (aOR) 0.82, 95% CI 0.77-0.87; P < .001] and development of a severe complication (aOR 1.17, 95% CI 1.12-1.23; P < .001), but not with in-hospital mortality or extended length of stay. Subgroup analysis by age demonstrated robust associations of frailty with routine discharge in advanced age groups (aOR 0.71 in patients 60-80 years and aOR 0.69 in those older than 80 years), which was not present in younger age groups. CONCLUSION Frailty is an independent predictor of clinical outcomes after tSCI, especially among patients of advanced age. Our large-scale analysis contributes novel insights into limited existing literature on this topic.
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Affiliation(s)
| | - Fawaz Al-Mufti
- Department of Neurosurgery, Westchester Medical Center at New York Medical College, Valhalla, New York, USA
| | - Phillip O Bempong
- School of Medicine, Meharry Medical College, Nashville, Tennessee, USA
| | - Syed Faraz Kazim
- Department of Neurosurgery, University of New Mexico, Albuquerque, New Mexico, USA
| | - Jared B Cooper
- Department of Neurosurgery, Westchester Medical Center at New York Medical College, Valhalla, New York, USA
| | - Jose F Dominguez
- Department of Neurosurgery, Westchester Medical Center at New York Medical College, Valhalla, New York, USA
| | - Alan Stein
- Department of Neurosurgery, Westchester Medical Center at New York Medical College, Valhalla, New York, USA
| | - Piyush Kalakoti
- Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Simon Hanft
- Department of Neurosurgery, Westchester Medical Center at New York Medical College, Valhalla, New York, USA
| | - Jared Pisapia
- Department of Neurosurgery, Westchester Medical Center at New York Medical College, Valhalla, New York, USA
| | - Merritt Kinon
- Department of Neurosurgery, Westchester Medical Center at New York Medical College, Valhalla, New York, USA
| | - Chirag D Gandhi
- Department of Neurosurgery, Westchester Medical Center at New York Medical College, Valhalla, New York, USA
| | - Meic H Schmidt
- Department of Neurosurgery, University of New Mexico, Albuquerque, New Mexico, USA
| | - Christian A Bowers
- Department of Neurosurgery, University of New Mexico, Albuquerque, New Mexico, USA
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