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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: 4] [Impact Index Per Article: 4.0] [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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Brommeland T, Strøm M, Mirzamohammadi J, Glott T, Linnerud H, Rønning PA, Rizvi SAM, Holla TM, Høydal BJ, Biernat D, Aarhus M, Helseth E. Traumatic cervical spinal cord injury in southeastern Norway: acute treatment, specialized rehabilitation referral and mortality. Front Neurol 2024; 15:1452194. [PMID: 39737422 PMCID: PMC11683132 DOI: 10.3389/fneur.2024.1452194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Accepted: 12/03/2024] [Indexed: 01/01/2025] Open
Abstract
Background Traumatic cervical spinal cord injury (cSCI) is a serious condition that requires a multidisciplinary treatment approach involving care at a neurotrauma center (NTC) and specialized rehabilitation. Contemporary population-based studies of cSCI are important for ensuring the quality and planning of health care approaches for these patients. Methods This is a population-based cohort study of patients with traumatic cSCI who were admitted to the NTC in Southeast Norway between 2015 and 2022. The main outcome variables were length of stay (LOS), rate of surgical fixation/stabilization, rate of transfer to specialized rehabilitation, and 90-day mortality. Uni-and multivariate binary logistic regression analyses were used to investigate the effect of different covariates on LOS, transfer to specialized rehabilitation and 90-day mortality. Results The median age of the 370 patients admitted to the NTC was 64 years, 75% were males, 40% had severe comorbidities, 45% had multiple injuries, and 67% underwent primary triage at a local hospital (LH). Surgical cervical stabilization/decompression was performed in 78% of the patients. The median LOS at the NTC was 9 days, and increasing LOS was significantly associated with young age, American Spinal Injury Association Impairment Scale (AIS) grade B, surgery and prolonged ventilatory support. Inpatient specialized rehabilitation was provided to 54% of patients. Receiving specialized rehabilitation was associated with younger age, preinjury independent living, more severe cSCI, no need for acute phase tracheostomy, and surgical stabilization/decompression. Only 6% of the octogenarians received specialized rehabilitation. The 90-day mortality rate was 13%, which was associated with older age, preinjury dependent living, more severe cSCI, upper cervical injuries, and days on ventilator and inversely correlated with LOS. Conclusion Advanced age, especially among octogenarians, was significantly linked to a lack of specialized rehabilitation. Qualified physicians should assess all patients with cSCI for their need of rehabilitation and their potential to benefit from it. If the number of patients who are likely to respond to rehabilitation outnumbers the capacity of the rehabilitation center, we have two choices. Either guidelines for prioritization of patients for rehabilitation should be developed, or the capacity of the rehabilitation centers should be increased.
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Affiliation(s)
- Tor Brommeland
- Department of Neurosurgery, Oslo University Hospital, Oslo, Norway
| | - Mona Strøm
- Spinal Unit, Sunnaas Rehabilitation Hospital, Bjørnemyr, Norway
| | | | - Thomas Glott
- Spinal Unit, Sunnaas Rehabilitation Hospital, Bjørnemyr, Norway
| | - Hege Linnerud
- Department of Neurosurgery, Oslo University Hospital, Oslo, Norway
| | | | | | | | | | - Donata Biernat
- Department of Neuroradiology, Oslo University Hospital, Oslo, Norway
| | - Mads Aarhus
- Department of Neurosurgery, Oslo University Hospital, Oslo, Norway
| | - Eirik Helseth
- Department of Neurosurgery, Oslo University Hospital, Oslo, Norway
- Faculty of Medicine, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
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Schatz L, Herzog S, Hashemi M, Winston P. Cryoneurolysis and Quadriplegia: A Case Report on Pain and Severe Spasticity Management. Arch Rehabil Res Clin Transl 2024; 6:100374. [PMID: 39822204 PMCID: PMC11734012 DOI: 10.1016/j.arrct.2024.100374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2025] Open
Abstract
Spasticity, a common symptom after spinal cord injury, often leads to pain, muscle contracture, and compromised daily activities. Cryoneurolysis, a minimally invasive, drug-free procedure for the treatment of pain, is now gaining recognition for treating spasticity. It involves using an ultrasound-guided probe to freeze and destroy overactive target nerves. The objective of this case study was to assess the effect of cryoneurolysis on joint range of motion (ROM) by reducing spasticity and pain in a person with quadriparesis spinal cord injury. A 52-year-old male with C4 incomplete quadriplegia presented with severe right hip osteoarthritis, causing a severe hip flexion deformity with hip flexor spasms, as well as spasticity in the upper limbs. Previous attempts with exceeding maximum-dose botulinum toxin injections for the lower limb proved insufficient to improve ROM. Percutaneous cryoneurolysis was performed on multiple nerves, contributing to spasticity in the upper and lower limbs. Immediately after each procedure, the patient experienced an increased ROM in the upper and lower limb targeted regions. During the patient's follow-up, he also reported improvements in performing daily activities, such as independent showering, no falls, and a significant decrease in muscle tone. Results were primarily maintained up to 9 months postprocedure when cryoneurolysis was repeated for the lower limbs only. On repeat cryoneurolysis, results were re-established. Cryoneurolysis is a nonsurgical, percutaneous procedure that could be considered for pain and spasticity management in patients with quadriplegia. It can provide an option for improved quality of life and independence for patients.
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Affiliation(s)
- Laura Schatz
- Vancouver Island Health Authority, Victoria, BC, Canada
| | - Samuel Herzog
- Vancouver Island Health Authority, Victoria, BC, Canada
- Faculty of Science, University of British Columbia, Vancouver, BC, Canada
| | | | - Paul Winston
- Vancouver Island Health Authority, Victoria, BC, Canada
- Division of Physical Medicine and Rehabilitation, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- Canadian Advances in Neuro-Orthopedics for Spasticity Consortium, Kingston, ON, Canada
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Konomi T, Yoshikawa M, Kajikawa K, Kitagawa T, Kobayashi Y, Furukawa M, Fujiyoshi K, Yato Y. Impact of Frailty on Functional Improvement Following Traumatic Spinal Cord Injury: A Japanese Single-Center Experience. J Clin Med 2024; 13:4154. [PMID: 39064194 PMCID: PMC11278503 DOI: 10.3390/jcm13144154] [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: 05/28/2024] [Revised: 06/27/2024] [Accepted: 07/04/2024] [Indexed: 07/28/2024] Open
Abstract
Study Design: This is a retrospective case series study. Objective: The aim of this study was to investigate whether frailty contributes to functional recovery in individuals with spinal cord injury (SCI). Methods: A total of 121 patients with SCI (106 cervical SCI, 15 thoracic SCI) discharged from our center over the past three years were studied. Moreover, 11-factor modified frailty index (mFI) scores, the length of hospital stays, the rate of returning home, and improvement in Spinal Cord Independence Measure (SCIM) scores were assessed retrospectively. Results: The average age at the time of injury for all 121 cases was 59.6 years. Based on pre-injury assessments, 24 cases were categorized as the Frail group, and 97 cases were categorized as the Robust group. The Frail group had SCIM improvement rates of 16.7% and a home discharge rate of 45.8%. In contrast, the Robust group had SCIM improvement rates of 33.5% and a home discharge rate of 68.0%, with statistically significant differences between the two groups. A significant negative correlation was observed between mFI scores and SCIM improvement rates (R = -0.231, p = 0.014). Conclusions: This study suggests that individuals with pre-existing frailty before SCI experience poorer SCIM improvement rates and face challenges in returning home.
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Affiliation(s)
- Tsunehiko Konomi
- Department of Orthopaedic Surgery, Murayama Medical Center, National Hospital Organization, 2-37-1 Gakuen Musashimurayama, Tokyo 208-0011, Japan
| | - Minako Yoshikawa
- Nursing Department, Murayama Medical Center, National Hospital Organization, 2-37-1 Gakuen Musashimurayama, Tokyo 208-0011, Japan
| | - Keita Kajikawa
- Department of Orthopaedic Surgery, Murayama Medical Center, National Hospital Organization, 2-37-1 Gakuen Musashimurayama, Tokyo 208-0011, Japan
- Department of Orthopaedic Surgery, National Defense Medical College, 3-2 Namiki Tokorozawa, Saitama 359-8513, Japan
| | - Takahiro Kitagawa
- Department of Orthopaedic Surgery, Murayama Medical Center, National Hospital Organization, 2-37-1 Gakuen Musashimurayama, Tokyo 208-0011, Japan
| | - Yoshiomi Kobayashi
- Department of Orthopaedic Surgery, Murayama Medical Center, National Hospital Organization, 2-37-1 Gakuen Musashimurayama, Tokyo 208-0011, Japan
| | - Mitsuru Furukawa
- Department of Orthopaedic Surgery, Murayama Medical Center, National Hospital Organization, 2-37-1 Gakuen Musashimurayama, Tokyo 208-0011, Japan
| | - Kanehiro Fujiyoshi
- Department of Orthopaedic Surgery, Murayama Medical Center, National Hospital Organization, 2-37-1 Gakuen Musashimurayama, Tokyo 208-0011, Japan
| | - Yoshiyuki Yato
- Department of Orthopaedic Surgery, Murayama Medical Center, National Hospital Organization, 2-37-1 Gakuen Musashimurayama, Tokyo 208-0011, Japan
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Rumalla KC, Covell MM, Skandalakis GP, Rumalla K, Kassicieh AJ, Roy JM, Kazim SF, Segura A, Bowers CA. The frailty-driven predictive model for failure to rescue among patients who experienced a major complication following cervical decompression and fusion: an ACS-NSQIP analysis of 3,632 cases (2011-2020). Spine J 2024; 24:582-589. [PMID: 38103740 DOI: 10.1016/j.spinee.2023.12.003] [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: 08/31/2023] [Revised: 12/03/2023] [Accepted: 12/11/2023] [Indexed: 12/19/2023]
Abstract
BACKGROUND CONTEXT Preoperative risk stratification for patients considering cervical decompression and fusion (CDF) relies on established independent risk factors to predict the probability of complications and outcomes in order to help guide pre and perioperative decision-making. PURPOSE This study aims to determine frailty's impact on failure to rescue (FTR), or when a mortality occurs within 30 days following a major complication. STUDY DESIGN/SETTING Cross-sectional retrospective analysis of retrospective and nationally-representative data. PATIENT SAMPLE The American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) database was queried for all CDF cases from 2011-2020. OUTCOME MEASURES CDF patients who experienced a major complication were identified and FTR was calculated as death or hospice disposition within 30 days of a major complication. METHODS Frailty was measured by the Risk Analysis Index-Revised (RAI-Rev). Baseline patient demographics and characteristics were compared for all FTR patients. Significant factors were assessed by univariate and multivariable regression for the development of a frailty-driven predictive model for FTR. The discriminative ability of the predictive model was assessed using a receiving operating characteristic (ROC) curve analysis. RESULTS There were 3632 CDF patients who suffered a major complication and 7.6% (277 patients) subsequently expired or dispositioned to hospice, the definition of FTR. Independent predictors of FTR were nonelective surgery, frailty, preoperative intubation, thrombosis or embolic complication, unplanned intubation, on ventilator for >48 hours, cardiac arrest, and septic shock. Frailty, and a combination of preoperative and postoperative risk factors in a predictive model for FTR, achieved outstanding discriminatory accuracy (C-statistic = 0.901, CI: 0.883-0.919). CONCLUSION Preoperative and postoperative risk factors, combined with frailty, yield a highly accurate predictive model for FTR in CDF patients. Our model may guide surgical management and/or prognostication regarding the likelihood of FTR after a major complication postoperatively with CDF patients. Future studies may determine the predictive ability of this model in other neurosurgical patient populations.
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Affiliation(s)
- Kranti C Rumalla
- Feinberg School of Medicine, Northwestern University, 420 E Superior St., Chicago, IL, 60611, USA
| | - Michael M Covell
- School of Medicine, Georgetown University, 3900 Reservoir Road NW, Washington, DC, 20007, USA
| | - Georgios P Skandalakis
- Department of Neurosurgery, University of New Mexico Hospital, 2211 Lomas Blvd NE, Albuquerque, NM, 87106, USA
| | - Kavelin Rumalla
- Department of Neurosurgery, University of New Mexico Hospital, 2211 Lomas Blvd NE, Albuquerque, NM, 87106, USA
| | - Alexander J Kassicieh
- Department of Neurosurgery, University of New Mexico Hospital, 2211 Lomas Blvd NE, Albuquerque, NM, 87106, USA
| | - Joanna M Roy
- Topiwala National Medical College, Mumbai Central, Mumbai, Maharashtra 400008, India
| | - Syed Faraz Kazim
- Department of Neurosurgery, University of New Mexico Hospital, 2211 Lomas Blvd NE, Albuquerque, NM, 87106, USA
| | - Aaron Segura
- Department of Neurosurgery, University of New Mexico Hospital, 2211 Lomas Blvd NE, Albuquerque, NM, 87106, USA
| | - Christian A Bowers
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, 8342 S Levine Ln, Sandy, UT, 84070, USA.
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Tarawneh OH, Narayanan R, McCurdy M, Issa TZ, Lee Y, Opara O, Pohl NB, Tomlak A, Sherman M, Canseco JA, Hilibrand AS, Vaccaro AR, Schroeder GD, Kepler CK. Evaluation of perioperative care and drivers of cost in geriatric thoracolumbar trauma. BRAIN & SPINE 2024; 4:102780. [PMID: 38510641 PMCID: PMC10951764 DOI: 10.1016/j.bas.2024.102780] [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: 12/27/2023] [Revised: 02/12/2024] [Accepted: 03/01/2024] [Indexed: 03/22/2024]
Abstract
Introduction As the population of elderly patients continues to rise, the number of these individuals presenting with thoracolumbar trauma is expected to increase. Research question To investigate thoracolumbar fusion outcomes for patients with vertebral fractures as stratified by decade. Secondarily, we examined the variability of cost across age groups by identifying drivers of cost of care. Materials and methods We queried the United States Nationwide Inpatient Sample(NIS) for adult patients undergoing spinal fusion for thoracolumbar fractures between 2012 and 2017. Patients were stratified by decade 60-69(sexagenarians), 70-79(septuagenarians) and 80-89(octogenarians). Bivariable analysis followed by multivariable regression was performed to assess independent predictors of length of stay(LOS), hospital cost, and discharge disposition. Results A total of 2767 patients were included, of which 46%(N = 1268) were sexagenarians, 36% septuagenarians and 18%(N = 502) octogenarians. Septuagenarians and octogenarians had shorter LOS compared to sexagenarians(ß = -0.88 days; p = 0.012) and(ß = -1.78; p < 0.001), respectively. LOS was reduced with posterior approach(-2.46 days[95% CI: 3.73-1.19]; p < 0.001), while Hispanic patients had longer LOS(+1.97 [95% CI: 0.81-3.13]; p < 0.001). Septuagenarians had lower total charges $12,185.70(p = 0.040), while the decrease in charges in octogenarians was more significant, with a decrease of $26,016.30(p < 0.001) as compared to sexagenarians. Posterior approach was associated with a decrease of $24,337.90 in total charges(p = 0.026). Septuagenarians and octogenarians had 1.72 higher odds(p < 0.001) and 4.16 higher odds(p < 0.001), respectively, of discharge to a skilled nursing facility. Discussion and conclusions Healthcare utilization in geriatric thoracolumbar trauma is complex. Cost reductions in the acute hospital setting may be offset by unaccounted costs after discharge. Further research into this phenomenon and observed racial/ethnic disparities must be pursued.
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Affiliation(s)
- Omar H. Tarawneh
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Rajkishen Narayanan
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Michael McCurdy
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Tariq Z. Issa
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Yunsoo Lee
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Olivia Opara
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Nicholas B. Pohl
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Alexa Tomlak
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Matthew Sherman
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Jose A. Canseco
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Alan S. Hilibrand
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Alexander R. Vaccaro
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Gregory D. Schroeder
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Christopher K. Kepler
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
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Rohollahi F, Farahbakhsh F, Kankam SB, Mohammadi M, Mohammadi A, Korkorian R, Hobabi S, Moarrefdezfouli A, Molavi S, Davies BM, Zipser CM, Laufer I, Harrop J, Arnold PM, Martin AR, Rahimi-Movaghar V. Role of Frailty Status in Prediction of Clinical Outcomes of Traumatic Spinal Injury: A Systematic Review and Meta-Analysis. J Neurotrauma 2023; 40:2453-2468. [PMID: 37432902 DOI: 10.1089/neu.2023.0008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/13/2023] Open
Abstract
Although many frailty tools have been used to predict traumatic spinal injury (TSI) outcomes, identifying predictors of outcomes after TSI in the aged population is difficult. Frailty, age, and TSI association are interesting topics of discussion in geriatric literature. However, the association between these variables are yet to be clearly elucidated. We conducted a systematic review to investigate the association between frailty and TSI outcomes. The authors searched Medline, EMBASE, Scopus, and Web of Science for relevant studies. Studies with observational designs that assessed baseline frailty status in individuals suffering from TSI published from inception until 26th March 2023 were included. Length of hospital stay (LoS), adverse events (AEs), and mortality were the outcomes of interest. Of the 2425 citations, 16 studies involving 37,640 participants were included. The modified frailty index (mFI) was the most common tool used to assess frailty. Meta-analysis was employed only in studies that used mFI for measuring frailty. Frailty was significantly associated with increased in-hospital or 30-day mortality (pooled odds ratio [OR]: 1.93 [1.19; 3.11]), non-routine discharge (pooled OR: 2.44 [1.34; 4.44]), and AEs or complications (pooled OR: 2.00 [1.14; 3.50]). However, no significant relationship was found between frailty and LoS (pooled OR: 3.02 [0.86; 10.60]). Heterogeneity was observed across multiple factors, including age, injury level, frailty assessment tool, and spinal cord injury characteristics. In conclusion, although there is limited data concerning using frailty scales to predict short-term outcomes after TSI, the results showed that frailty status may be a predictor of in-hospital mortality, AEs, and unfavorable discharge destination.
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Affiliation(s)
- Faramarz Rohollahi
- Sports Medicine Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
- Department of Neurosurgery, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Farzin Farahbakhsh
- Department of Neurosurgery, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Samuel Berchi Kankam
- Department of Neurosurgery, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Aynaz Mohammadi
- School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Rojin Korkorian
- School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Sepehr Hobabi
- School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Azin Moarrefdezfouli
- Department of Cardiology, Taleghani Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Shervin Molavi
- Department of Neurosurgery, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Benjamin M Davies
- Division of Neurosurgery, Department of Clinical Neurosciences, Addenbrooke's Hospital, University of Cambridge, Cambridge, United Kingdom
| | - Carl M Zipser
- Spinal Cord Injury Center, Balgrist University Hospital, Zurich, Switzerland
| | - Ilya Laufer
- Department of Neurosurgery, NYU Grossman School of Medicine, New York, New York, USA
| | - James Harrop
- Department of Neurosurgery, Carle Foundation Hospital, Urbana, Illinois, USA
| | - Paul M Arnold
- Carle Illinois College of Medicine, University of Illinois Urbana Champaign, Champaign, Illinois, USA
- Division of Spine and Peripheral Nerve Surgery, Departments of Neurological and Orthopedic Surgery, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Allan R Martin
- Department of Neurological Surgery, University of California, Davis, California, USA
| | - Vafa Rahimi-Movaghar
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
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Liu J, Wang H, Wu P, Wang J, Wang J, Hou H, Wang J, Zhang Y. A simplified frailty index and nomogram to predict the postoperative complications and survival in older patients with upper urinary tract urothelial carcinoma. Front Oncol 2023; 13:1187677. [PMID: 37901313 PMCID: PMC10600399 DOI: 10.3389/fonc.2023.1187677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 09/07/2023] [Indexed: 10/31/2023] Open
Abstract
Purpose This study was designed to investigate the clinical value of a simplified five-item frailty index (sFI) for predicting short- and long-term outcomes in older patients with upper urinary tract urothelial carcinoma (UTUC) patients after radical nephroureterectomy (RNU). Method This retrospective study included 333 patients (aged ≥65 years) with UTUC. Patients were classified into five groups: 0, 1, 2, 3, and 3+, according to sFI score. The variable importance and minimum depth methods were used to screen for significant variables, and univariable and multivariable logistic regression models applied to investigated the relationships between significant variables and postoperative complications. Survival differences between groups were analyzed using Kaplan-Meier plots and log-rank tests. Cox proportional hazards regression was used to evaluate risk factors associated with overall survival (OS) and cancer-specific survival (CSS). Further, we developed a nomogram based on clinicopathological features and the sFI. The area under the curve (AUC), Harrel's concordance index (C-index), calibration curve, and decision curve analysis (DCA) were used to evaluate the nomogram. Result Of 333 cases identified, 31.2% experienced a Clavien-Dindo grade of 2 or greater complication. Random forest-logistic regression modeling showed that sFI significantly influenced the incidence of postoperative complications in older patients (AUC= 0.756). Compared with patients with low sFI score, those with high sFI scores had significantly lower OS and CSS (p < 0.001). Across all patients, the random survival forest-Cox regression model revealed that sFI score was an independent prognostic factor for OS and CSS, with AUC values of 0.815 and 0.823 for predicting 3-year OS and CSS, respectively. The nomogram developed was clinically valuable and had good ability to discriminate abilities for high-risk patients. Further, we developed a survival risk classification system that divided all patients into high-, moderate-, and low-risk groups based on total nomogram points for each patient. Conclusion A simple five-item frailty index may be considered a prognostic factor for the prognosis and postoperative complications of UTUC following RNU. By using this predictive model, clinicians may increase their accuracy in predicting complications and prognosis and improve preoperative decision-making.
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Affiliation(s)
- Jianyong Liu
- Beijing Hospital, National Center of Gerontology, Institute of the Geriatric Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- Beijing Hospital Continence Center, Beijing, China
| | - Haoran Wang
- Beijing Hospital, National Center of Gerontology, Institute of the Geriatric Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- Beijing Hospital Continence Center, Beijing, China
| | - Pengjie Wu
- Beijing Hospital, National Center of Gerontology, Institute of the Geriatric Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- Beijing Hospital Continence Center, Beijing, China
| | - Jiawen Wang
- Beijing Hospital, National Center of Gerontology, Institute of the Geriatric Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- Beijing Hospital Continence Center, Beijing, China
| | - Jianye Wang
- Beijing Hospital, National Center of Gerontology, Institute of the Geriatric Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- Beijing Hospital Continence Center, Beijing, China
| | - Huimin Hou
- Beijing Hospital, National Center of Gerontology, Institute of the Geriatric Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- Beijing Hospital Continence Center, Beijing, China
| | - Jianlong Wang
- Beijing Hospital, National Center of Gerontology, Institute of the Geriatric Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- Beijing Hospital Continence Center, Beijing, China
| | - Yaoguang Zhang
- Beijing Hospital, National Center of Gerontology, Institute of the Geriatric Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- Beijing Hospital Continence Center, Beijing, China
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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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Stewart AN, Jones LAT, Gensel JC. Improving translatability of spinal cord injury research by including age as a demographic variable. Front Cell Neurosci 2022; 16:1017153. [PMID: 36467608 PMCID: PMC9714671 DOI: 10.3389/fncel.2022.1017153] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 11/04/2022] [Indexed: 11/18/2022] Open
Abstract
Pre-clinical and clinical spinal cord injury (SCI) studies differ in study design, particularly in the demographic characteristics of the chosen population. In clinical study design, criteria such as such as motor scores, neurological level, and severity of injury are often key determinants for participant inclusion. Further, demographic variables in clinical trials often include individuals from a wide age range and typically include both sexes, albeit historically most cases of SCI occur in males. In contrast, pre-clinical SCI models predominately utilize young adult rodents and typically use only females. While it is often not feasible to power SCI clinical trials to test multi-variable designs such as contrasting different ages, recent pre-clinical findings in SCI animal models have emphasized the importance of considering age as a biological variable prior to human experiments. Emerging pre-clinical data have identified case examples of treatments that diverge in efficacy across different demographic variables and have elucidated several age-dependent effects in SCI. The extent to which these differing or diverging treatment responses manifest clinically can not only complicate statistical findings and trial interpretations but also may be predictive of worse outcomes in select clinical populations. This review highlights recent literature including age as a biological variable in pre-clinical studies and articulates the results with respect to implications for clinical trials. Based on emerging unpredictable treatment outcomes in older rodents, we argue for the importance of including age as a biological variable in pre-clinical animal models prior to clinical testing. We believe that careful analyses of how age interacts with SCI treatments and pathophysiology will help guide clinical trial design and may improve both the safety and outcomes of such important efforts.
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Affiliation(s)
- Andrew N. Stewart
- Department of Physiology, College of Medicine, University of Kentucky, Lexington, KY, United States,Spinal Cord and Brain Injury Research Center, College of Medicine, University of Kentucky, Lexington, KY, United States
| | - Linda A. T. Jones
- Center for Outcomes and Measurement, Jefferson College of Rehabilitation Sciences, Thomas Jefferson University, Philadelphia, PA, United States
| | - John C. Gensel
- Department of Physiology, College of Medicine, University of Kentucky, Lexington, KY, United States,Spinal Cord and Brain Injury Research Center, College of Medicine, University of Kentucky, Lexington, KY, United States,*Correspondence: John C. Gensel,
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11
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Florence TJ, Dhall S. Commentary: Prognostic Significance of Baseline Frailty Status in Traumatic Spinal Cord Injury. Neurosurgery 2022; 91:e104. [PMID: 35951727 DOI: 10.1227/neu.0000000000002100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 06/17/2022] [Indexed: 02/04/2023] Open
Affiliation(s)
- T J Florence
- Department of Neurosurgery, UCLA, Los Angeles, California, USA
| | - Sanjay Dhall
- Division of Neurosurgery, Harbor UCLA Medical Center, Torrance, California, USA
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