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Kappenschneider T, Maderbacher G, Meyer M, Pagano S, Reinhard J, Michalk K, Grifka J, Holzapfel DE. [Risk and complication profiles of orthogeriatric patients in elective hip and knee joint replacement]. Z Gerontol Geriatr 2025; 58:115-122. [PMID: 38639823 PMCID: PMC11870982 DOI: 10.1007/s00391-024-02295-3] [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: 01/17/2024] [Accepted: 02/15/2024] [Indexed: 04/20/2024]
Abstract
BACKGROUND The care of geriatric patients undergoing elective orthopedic surgery is becoming increasingly more important due to demographic trends. Compared to geriatric traumatology, however, there are still no established orthogeriatric care models in Germany and therefore hardly any scientific data. The aim of this study was to describe the risk and complication profiles in older patients with elective hip and knee replacements. METHODS In a prospective study data were collected from orthogeriatric patients with indications for elective hip and knee replacement surgery who fulfilled defined inclusion and exclusion criteria between January 2021 and August 2023 in the orthopedic department of a German university hospital for the descriptive analysis of risk and complication profiles. In addition to a preoperative and perioperative data analysis, a follow-up was conducted 4-6 weeks and 3 months postoperatively. RESULTS The surgical risk profile of the patient population analyzed was characterized by advanced age (78.4 ± 4.8 years), preobesity/obesity (76%), multimorbidity (7.4 ± 3.1 comorbidities), polypharmacy (7.5 ± 3.8 medications), immobility (short physical performance battery 7.1 ± 2.6), prefrailty/frailty (87%), frequent anticoagulation (22%) and a high number of potentially inappropriate medications (64%). Complication events mainly occurred within the first 7 days postoperatively and 90% of the events within this recording period were minor complications. The overall complication rate significantly decreased in the follow-up period. CONCLUSION Due to the high risk and complication profiles the routine use of orthogeriatric co-management models for elective orthopedic surgery should be considered in the future.
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Affiliation(s)
- Tobias Kappenschneider
- Klinik und Poliklinik für Orthopädie der Universität Regensburg, Asklepios Klinikum Bad Abbach, Kaiser-Karl V.-Allee 3, 93077, Bad Abbach, Deutschland.
| | - Günther Maderbacher
- Klinik und Poliklinik für Orthopädie der Universität Regensburg, Asklepios Klinikum Bad Abbach, Kaiser-Karl V.-Allee 3, 93077, Bad Abbach, Deutschland
| | - Matthias Meyer
- Klinik und Poliklinik für Orthopädie der Universität Regensburg, Asklepios Klinikum Bad Abbach, Kaiser-Karl V.-Allee 3, 93077, Bad Abbach, Deutschland
| | - Stefano Pagano
- Klinik und Poliklinik für Orthopädie der Universität Regensburg, Asklepios Klinikum Bad Abbach, Kaiser-Karl V.-Allee 3, 93077, Bad Abbach, Deutschland
| | - Jan Reinhard
- Klinik und Poliklinik für Orthopädie der Universität Regensburg, Asklepios Klinikum Bad Abbach, Kaiser-Karl V.-Allee 3, 93077, Bad Abbach, Deutschland
| | - Katrin Michalk
- Klinik und Poliklinik für Orthopädie der Universität Regensburg, Asklepios Klinikum Bad Abbach, Kaiser-Karl V.-Allee 3, 93077, Bad Abbach, Deutschland
| | - Joachim Grifka
- Klinik und Poliklinik für Orthopädie der Universität Regensburg, Asklepios Klinikum Bad Abbach, Kaiser-Karl V.-Allee 3, 93077, Bad Abbach, Deutschland
| | - Dominik Emanuel Holzapfel
- Klinik und Poliklinik für Orthopädie der Universität Regensburg, Asklepios Klinikum Bad Abbach, Kaiser-Karl V.-Allee 3, 93077, Bad Abbach, Deutschland
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Girgis MY, Tang A, Pheasant MS, Koury KL, Jung MT, Chen T. Minimally Invasive and Navigation-Assisted Fracture Stabilization Following Traumatic Spinopelvic Dissociation. J Clin Med 2025; 14:1289. [PMID: 40004821 PMCID: PMC11856568 DOI: 10.3390/jcm14041289] [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: 01/13/2025] [Revised: 02/12/2025] [Accepted: 02/13/2025] [Indexed: 02/27/2025] Open
Abstract
Spinopelvic dissociation is a highly unstable orthopedic injury with a growing incidence worldwide. Operative treatment classically involves an open lumbopelvic fusion and sacroiliac stabilization, which carries high perioperative morbidity and mortality in a frail patient population. Advancements in spinal navigation, robotics, and minimally invasive surgery (MIS) techniques now allow these fracture patterns to be treated entirely percutaneously through small incisions. These incisions are just large enough to accommodate pedicle screw guides and enable the placement of lumbopelvic instrumentation, with rods being passed subfascially across pedicle screws and extending caudally to iliac fixation. This contrasts with the open midline approach, which requires more extensive soft tissue dissection and results in increased blood loss compared to percutaneous techniques. Modern imaging techniques, including CT navigation and robotics, facilitate the precise placement of sacral S2AI screw instrumentation in both open and percutaneous methods, all while safely avoiding previously placed trans-sacral fixation and other existing hardware, such as acetabular screws. Trans-sacral screws are typically percutaneously inserted first by the orthopedic trauma service, utilizing inlet, outlet, and lateral sacral fluoroscopic guidance to navigate the limited available corridor. With the advent of MIS techniques, trauma patients can now benefit from faster postoperative rehabilitation, minimal blood loss, decreased pain, and quicker mobilization. This article will review current concepts on spinopelvic anatomy, fracture patterns, indications for treatment, and current concepts for minimally invasive percutaneous lumbopelvic fixation, and it will present illustrative examples.
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Affiliation(s)
- Mina Y. Girgis
- Geisinger Orthopaedic Surgery Northeast Residency, Wilkes-Barre, PA 18711, USA
| | - Alex Tang
- Geisinger Orthopaedic Surgery Northeast Residency, Wilkes-Barre, PA 18711, USA
| | - Michael S. Pheasant
- Geisinger Orthopaedic Surgery Northeast Residency, Wilkes-Barre, PA 18711, USA
| | - Kenneth L. Koury
- Department of Orthopaedic Trauma Surgery, Geisinger Wyoming Valley Medical Center, Wilkes-Barre, PA 18711, USA
| | - Michael T. Jung
- Department of Orthopaedic Trauma Surgery, Geisinger Wyoming Valley Medical Center, Wilkes-Barre, PA 18711, USA
| | - Tan Chen
- Department of Orthopaedic Spine Surgery, Geisinger Medical Center, Danville, PA 18721, USA
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Lai CM, Liu HP, Chang WY. Hospital frailty risk score and outcomes of chronic mesenteric ischemia revascularization: Nationwide Inpatient Sample 2005-2020 analysis. Medicine (Baltimore) 2024; 103:e41027. [PMID: 39969349 PMCID: PMC11688018 DOI: 10.1097/md.0000000000041027] [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: 06/27/2024] [Accepted: 12/02/2024] [Indexed: 02/20/2025] Open
Abstract
Chronic mesenteric ischemia (CMI) typically affects older adults, and often requiring revascularization. Frailty, a state of decreased physiological reserve, may impact the outcomes of CMI treatment. The purpose of was to determine the impact of frailty, assessed by the Hospital Frailty Risk Score, on in-hospital outcomes after CMI revascularization. Data from the Nationwide Inpatient Sample 2005-2020, were analyzed in this retrospective study. Inclusion criteria were adults ≥20 years old who underwent revascularization for CMI. Patients were categorizing patients into low-, intermediate-, and high-frailty risk groups. Logistic regression analyses, adjusted for confounders, was used to assess associations between frailty risk and outcomes. The study included 4100 patients with a mean age of 71.2 years, of whom 71% were female. Patients in the intermediate and high frailty risk groups had significantly increased odds of in-hospital mortality (intermediate risk: adjusted odds ratio [aOR] = 3.33, 95% confidence interval [CI]: 2.07-5.35; high risk: aOR = 3.68, 95% CI: 2.15-6.31), unfavorable discharge (intermediate risk: aOR = 2.25, 95% CI: 1.83-2.77; high risk: aOR = 3.77, 95% CI: 2.91-4.88), prolonged hospital stay (intermediate risk: aOR = 2.40; high risk: aOR = 4.85), transfusions (intermediate risk: aOR = 1.97; high risk: aOR = 4.58), and overall complications (intermediate risk: aOR = 3.84; high risk: aOR = 8.74) compared to low-risk patients. Frailty is associated with worse outcomes of patients with CMI undergoing revascularization. Thus, it is important to incorporate frailty assessment in preoperative risk stratification and management of CMI revascularization.
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Affiliation(s)
- Chien-Min Lai
- Department of General Surgery, Kaohsiung Armed Forces General Hospital, Kaohsiung City, Taiwan (R.O.C.)
| | - Hui-Pu Liu
- Department of General Surgery, Kaohsiung Armed Forces General Hospital, Kaohsiung City, Taiwan (R.O.C.)
| | - Wen-Yen Chang
- Department of General Surgery, Kaohsiung Armed Forces General Hospital, Kaohsiung City, Taiwan (R.O.C.)
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Bruggink C, van de Ree CLP, van Ditshuizen J, Polinder-Bos HA, Oner FC, Reijman M, Rutges JPHJ. Increased incidence of traumatic spinal injury in patients aged 65 years and older in the Netherlands. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2024; 33:3677-3684. [PMID: 38836903 DOI: 10.1007/s00586-024-08310-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 04/12/2024] [Accepted: 05/11/2024] [Indexed: 06/06/2024]
Abstract
PURPOSE The global population is ageing rapidly. As a result, an increasing number of older patients with traumatic spine injuries are seen in hospitals worldwide. However, it is unknown how the incidence of traumatic spinal injury has developed over the past decade. Therefore, this study aimed to determine the incidence and characteristics of traumatic spinal injury in patients aged under and above 65 years. METHODS During three time periods: 2009-2010, 2014-2015 and 2019-2020, all adult patients with traumatic spinal injury in the Netherlands were identified from the Dutch National Trauma Registry. Patient-related characteristics and 1-year mortality were collected from a subgroup of patients treated at a level-1 trauma centre, and patients aged ≥ 65 years were compared to patients aged < 65 years. RESULTS In the Dutch National Trauma Registry 25,737 patients with traumatic spinal injury were identified. The incidence of spine injury in patients > 65 years was 49.5/100,000/yr in 2009-2010, 68.8 in 2014-2015 and 65.9 in 2019-2020. The percentage of patients ≥ 65 years increased from 37% in 2009-2010, to 43% in 2014-2015, and to 47% in 2019-2020. In the subgroup of 1054 patients treated in a level-1 trauma centre, a similar increasing incidence was seen in patients aged ≥ 65 years. In these patients low energy falls were the most common trauma mechanism and the cervical spine was the most commonly injured region. Moreover, patients ≥ 65 years had significantly higher 1-year mortality compared with patients aged < 65 years, 22.7% versus 9.2%. CONCLUSION The incidence of traumatic spinal injury in older patients in the Netherlands has increased over the last 12 years. Almost half of the patients with traumatic spinal injury are currently aged ≥ 65 years. The increasing incidence and the high 1-year mortality highlight the need to modify existing treatment protocols for these patients.
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Affiliation(s)
- C Bruggink
- Department of Orthopaedics and Sports Medicine, Erasmus MC, University Medical Centre Rotterdam, Room NC-414, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - C L P van de Ree
- Department of Orthopaedics and Sports Medicine, Erasmus MC, University Medical Centre Rotterdam, Room NC-414, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - J van Ditshuizen
- Trauma Research Unit Department of Surgery, Erasmus MC, University Medical Centre Rotterdam, Rotterdam, The Netherlands
- Trauma Centre Southwest Netherlands, Erasmus MC, University Medical Centre Rotterdam, Rotterdam, The Netherlands
| | - H A Polinder-Bos
- Department of Internal Medicine, Sector of Geriatric Medicine, Erasmus MC, University Medical Centre Rotterdam, Rotterdam, The Netherlands
| | - F C Oner
- Department of Orthopaedic Surgery, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - M Reijman
- Department of Orthopaedics and Sports Medicine, Erasmus MC, University Medical Centre Rotterdam, Room NC-414, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - J P H J Rutges
- Department of Orthopaedics and Sports Medicine, Erasmus MC, University Medical Centre Rotterdam, Room NC-414, PO Box 2040, 3000 CA, Rotterdam, The Netherlands.
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Lauinger AR, Blake S, Fullenkamp A, Polites G, Grauer JN, Arnold PM. Prediction models for risk assessment of surgical site infection after spinal surgery: A systematic review. NORTH AMERICAN SPINE SOCIETY JOURNAL 2024; 19:100518. [PMID: 39253699 PMCID: PMC11382011 DOI: 10.1016/j.xnsj.2024.100518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Revised: 07/02/2024] [Accepted: 07/03/2024] [Indexed: 09/11/2024]
Abstract
Background Spinal surgeries are a common procedure, but there is significant risk of adverse events following these operations. While the rate of adverse events ranges from 8% to 18%, surgical site infections (SSIs) alone occur in between 1% and 4% of spinal surgeries. Methods We completed a systematic review addressing factors that contribute to surgical site infection after spinal surgery. From the included studies, we separated the articles into groups based on whether they propose a clinical predictive tool or model. We then compared the prediction variables, model development, model validation, and model performance. Results About 47 articles were included in this study: 10 proposed a model and 5 validated a model. The models were developed from 7,720 participants in total and 210 participants with SSI. Only one of the proposed models was externally validated by an independent group. The other 4 validation papers examined the performance of the ACS NSQIP surgical risk calculator. Conclusions While some preoperative risk models have been validated, and even successfully implemented clinically, the significance of postoperative SSIs and the unique susceptibility of spine surgery patients merits the development of a spine-specific preoperative risk model. Additionally, comprehensive and stratified risk modeling for SSI would be of invaluable clinical utility and greatly improve the field of spine surgery.
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Affiliation(s)
| | - Samuel Blake
- Carle Illinois College of Medicine, Urbana, IL, United States
| | - Alan Fullenkamp
- Carle Illinois College of Medicine, Urbana, IL, United States
| | - Gregory Polites
- Carle Illinois College of Medicine, Urbana, IL, United States
| | - Jonathan N Grauer
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT, United States
| | - Paul M Arnold
- Carle Illinois College of Medicine, Urbana, IL, United States
- Department of Neurological Surgery, Carle Neuroscience Institute, Urbana, IL, United States
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Dandurand C, Laghaei PF, Fisher CG, Ailon T, Dvorak M, Kwon BK, Dea N, Charest-Morin R, Paquette S, Street JT. Out-of-hours emergent surgery for degenerative spinal disease in Canada: a retrospective cohort study from a national registry. LANCET REGIONAL HEALTH. AMERICAS 2024; 36:100816. [PMID: 38966387 PMCID: PMC11223085 DOI: 10.1016/j.lana.2024.100816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 05/28/2024] [Accepted: 05/29/2024] [Indexed: 07/06/2024]
Abstract
Background Spinal degenerative disease represents a growing burden on our healthcare system, yet little is known about longitudinal trends in access and care. Our goal was to provide an essential portrait of surgical volume trends for degenerative spinal pathologies within Canada. Methods The Canadian Institute for Health Information (CIHI) database was used to identify all patients receiving surgery for a degenerative spinal condition from 2006 to 2019. Trends in number of interventions, unscheduled vs scheduled hospitalizations, in-hours vs out-of-hours interventions, resource utilization and adverse events were analyzed retrospectively using linear regression models. Confidence intervals were reported in the expected count ratio scale (CR). Findings A total of 338,629 spinal interventions and 256,360 hospitalizations between 2006 and 2019 were analyzed. The mean and SD of the annual mean age of patients was 55.5 (SD 1.6) for elective hospitalizations and 55.6 (SD 1.6) for emergent hospitalizations. The proportion of female patients was 47.8% (91,789/192,027) for elective hospitalizations and 41.4% (26,633/64,333) for emergent hospitalizations. Elective hospitalizations increased an average of 2.0% per year, with CR = 1.020 (95% CI 1.017-1.023, p < 0.0001) while emergent hospitalizations exhibited more rapid growth with an average 3.4% annually, with CR 1.034 (95% CI 1.027-1.040, p < 0.0001). «In-hours » surgeries increased on average 2.7% per year, with CR 1.027 (95% CI 1.021-1.033, p < 0.0001), while « out-of-hours » surgeries increased 6.1% annually, with CR 1.061 (95% CI 1.051-1.071, p < 0.0001). The resource utilization for unscheduled hospitalizations approximates two and a half times that of scheduled hospitalizations. The proportions of spinal interventions with at least one adverse event increased on average 6.3% per year, with CR 1.063 (95% CI 1.049-1.077, p < 0.0001). Interpretation This study provides novel data critical for all providers and stakeholders. The rapid growth of emergent out-of-hours hospitalizations demonstrates that the needs of this growing patient population have far exceeded health-care resource allocations. Future studies will analyze the health-related quality of life implications of this system shift and identify demographic and socioeconomic inequities in access to surgical care. Funding This work was funded by the Bob and Trish Saunders Spine Research Fund through The VGH and UBC Hospital Foundation. The funder of the study had no role in the study design, data collection, data analysis, data interpretation, or writing of the manuscript.
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Affiliation(s)
- Charlotte Dandurand
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, Canada
| | - Pedram Farimani Laghaei
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, Canada
| | - Charles G. Fisher
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, Canada
| | - Tamir Ailon
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, Canada
| | - Marcel Dvorak
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, Canada
| | - Brian K. Kwon
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, Canada
| | - Nicolas Dea
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, Canada
| | - Raphaële Charest-Morin
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, Canada
| | - Scott Paquette
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, Canada
| | - John T. Street
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, Canada
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Covell MM, Roy JM, Rumalla K, Dicpinigaitis AJ, Kazim SF, Hall DE, Schmidt MH, Bowers CA. The Limited Utility of the Hospital Frailty Risk Score as a Frailty Assessment Tool in Neurosurgery: A Systematic Review. Neurosurgery 2024; 94:251-262. [PMID: 37695046 DOI: 10.1227/neu.0000000000002668] [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: 06/14/2023] [Accepted: 07/13/2023] [Indexed: 09/12/2023] Open
Abstract
BACKGROUND AND OBJECTIVES The Hospital Frailty Risk Score (HFRS) is an International Classification of Disease 10th Revision-based scale that was originally designed for, and validated in, the assessment of patients 75 years or older presenting in an acute care setting. This study highlights central tenets inherent to the concept of frailty; questions the logic behind, and utility of, HFRS' recent implementation in the neurosurgical literature; and discusses why there is no useful role for HFRS as a frailty-based neurosurgical risk assessment (FBNRA) tool. METHODS The authors performed a systematic review of the literature per Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines, including all cranial and spinal studies that used HFRS as their primary frailty tool. Seventeen (N = 17) studies used HFRS to assess frailty's impact on neurosurgical outcomes. Thirteen total journals, 10 of which were neurosurgical journals, including the highest impact factor journals, published the 17 papers. RESULTS Increasing HFRS score was associated with adverse outcomes, including prolonged length of stay (11 of 17 studies), nonroutine discharge (10 of 17 studies), and increased hospital costs (9 of 17 studies). Four different HFRS studies, of the 17, predicted one of the following 4 adverse outcomes: worse quality of life, worse functional outcomes, reoperation, or in-hospital mortality. CONCLUSION Despite its rapid acceptance and widespread proliferation through the leading neurosurgical journals, HFRS lacks any conceptual relationship to the frailty syndrome or FBNRA for individual patients. HFRS measures acute conditions using International Classification of Disease 10th Revision codes and awards "frailty" points for symptoms and examination findings unrelated to the impaired baseline physiological reserve inherent to the very definition of frailty. HFRS lacks clinical utility as it cannot be deployed point-of-care at the bedside to risk stratify patients. HFRS has never been validated in any patient population younger than 75 years or in any nonacute care setting. We recommend HFRS be discontinued as an individual FBNRA tool.
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Affiliation(s)
- Michael M Covell
- School of Medicine, Georgetown University, Washington , District of Columbia , USA
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque , New Mexico , USA
| | - Joanna Mary Roy
- Topiwala National Medical College, Mumbai , India
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque , New Mexico , USA
| | - Kavelin Rumalla
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque , New Mexico , USA
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque , New Mexico , USA
| | - Alis J Dicpinigaitis
- Department of Neurosurgery, Westchester Medical Center & New York Medical College, Valhalla , New York , USA
| | - Syed Faraz Kazim
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque , New Mexico , USA
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque , New Mexico , USA
| | - Daniel E Hall
- Department of Surgery, University of Pittsburgh, Pittsburgh , Pennsylvania , USA
- Center for Health Equity Research and Promotion, Virginia Pittsburgh Healthcare System, Pittsburgh , Pennsylvania , USA
- Wolff Center at UPMC, Pittsburgh , Pennsylvania , USA
| | - Meic H Schmidt
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque , New Mexico , USA
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque , New Mexico , USA
| | - Christian A Bowers
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque , New Mexico , USA
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque , New Mexico , USA
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Dengler J, Gheewala H, Kraft CN, Hegewald AA, Dörre R, Heese O, Gerlach R, Rosahl S, Maier B, Burger R, Wutzler S, Carl B, Ryang YM, Hau KT, Stein G, Gulow J, Allam A, Abduljawwad N, Rico Gonzalez G, Kuhlen R, Hohenstein S, Bollmann A, Stoffel M. Changes in frailty among patients hospitalized for spine pathologies during the COVID-19 pandemic in Germany-a nationwide observational study. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2024; 33:19-30. [PMID: 37971536 DOI: 10.1007/s00586-023-08014-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2023] [Revised: 10/11/2023] [Accepted: 10/18/2023] [Indexed: 11/19/2023]
Abstract
PURPOSE In spine care, frailty is associated with poor outcomes. The aim of this study was to describe changes in frailty in spine care during the coronavirus disease 2019 (COVID-19) pandemic and their relation to surgical management and outcomes. METHODS Patients hospitalized for spine pathologies between January 1, 2019, and May 17, 2022, within a nationwide network of 76 hospitals in Germany were retrospectively included. Patient frailty, types of surgery, and in-hospital mortality rates were compared between pandemic and pre-pandemic periods. RESULTS Of the 223,418 included patients with spine pathologies, 151,766 were admitted during the pandemic and 71,652 during corresponding pre-pandemic periods in 2019. During the pandemic, the proportion of high-frailty patients increased from a range of 5.1-6.1% to 6.5-8.8% (p < 0.01), while the proportion of low frailty patients decreased from a range of 70.5-71.4% to 65.5-70.1% (p < 0.01). In most phases of the pandemic, the Elixhauser comorbidity index (ECI) showed larger increases among high compared to low frailty patients (by 0.2-1.8 vs. 0.2-0.8 [p < 0.01]). Changes in rates of spine surgery were associated with frailty, most clearly in rates of spine fusion, showing consistent increases among low frailty patients (by 2.2-2.5%) versus decreases (by 0.3-0.8%) among high-frailty patients (p < 0.02). Changes in rates of in-hospital mortality were not associated with frailty. CONCLUSIONS During the COVID-19 pandemic, the proportion of high-frailty patients increased among those hospitalized for spine pathologies in Germany. Low frailty was associated with a rise in rates of spine surgery and high frailty with comparably larger increases in rates of comorbidities.
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Affiliation(s)
- Julius Dengler
- Faculty of Health Sciences Brandenburg, Brandenburg Medical School Theodor Fontane, Campus Bad Saarow, Bad Saarow, Germany.
- Department of Neurosurgery, HELIOS Hospital Bad Saarow, Bad Saarow, Germany.
| | - Hussain Gheewala
- Faculty of Health Sciences Brandenburg, Brandenburg Medical School Theodor Fontane, Campus Bad Saarow, Bad Saarow, Germany
- Department of Neurosurgery, HELIOS Hospital Bad Saarow, Bad Saarow, Germany
| | - Clayton N Kraft
- Department of Orthopedics, Trauma Surgery and Hand Unit, HELIOS Klinikum Krefeld, Krefeld, Germany
| | - Aldemar A Hegewald
- Department of Neurosurgery, VAMED Ostsee Hospital Damp, Ostseebad Damp, Germany
| | - Ralf Dörre
- Department of Neurosurgery, HELIOS Hospital St. Marienberg, Helmstedt, Germany
| | - Oliver Heese
- Department of Neurosurgery and Spinal Surgery, HELIOS Hospital Schwerin - University Campus of MSH Medical School Hamburg, Schwerin, Germany
| | - Rüdiger Gerlach
- Department of Neurosurgery, HELIOS Hospital Erfurt, Erfurt, Germany
| | - Steffen Rosahl
- Department of Neurosurgery, HELIOS Hospital Erfurt, Erfurt, Germany
| | - Bernd Maier
- Department of Trauma and Orthopedic Surgery, HELIOS Hospital Pforzheim, Pforzheim, Germany
| | - Ralf Burger
- Department of Neurosurgery, HELIOS Hospital Uelzen, Uelzen, Germany
| | - Sebastian Wutzler
- Department of Trauma, Hand and Orthopedic Surgery, HELIOS Dr. Horst Schmidt Kliniken Wiesbaden, Wiesbaden, Germany
| | - Barbara Carl
- Department of Neurosurgery, University of Marburg, Marburg, Germany
- Marburg Center for Mind, Brain and Behavior (MCMBB), Marburg, Germany
- Department of Neurosurgery, HELIOS Dr. Horst Schmidt Kliniken, Wiesbaden, Germany
| | - Yu-Mi Ryang
- Department of Neurosurgery and Spine Center, HELIOS Hospital Berlin Buch, Berlin, Germany
- Department of Neurosurgery, Klinikum Rechts Der Isar, Technical University Munich, Munich, Germany
| | - Khanh Toan Hau
- Department of Spine Surgery, HELIOS Hospital Duisburg, Duisburg, Germany
| | - Gregor Stein
- Department of Orthopaedic, Trauma and Spine Surgery, HELIOS Hospital Siegburg, Siegburg, Germany
| | - Jens Gulow
- Department of Spine Surgery, HELIOS Park-Klinikum Leipzig, Leipzig, Germany
| | - Ali Allam
- Faculty of Health Sciences Brandenburg, Brandenburg Medical School Theodor Fontane, Campus Bad Saarow, Bad Saarow, Germany
- Department of Anesthesiology and Intensive Care Medicine, HELIOS Hospital Bad Saarow, Bad Saarow, Germany
| | - Nehad Abduljawwad
- Faculty of Health Sciences Brandenburg, Brandenburg Medical School Theodor Fontane, Campus Bad Saarow, Bad Saarow, Germany
- Department of Neurosurgery, HELIOS Hospital Bad Saarow, Bad Saarow, Germany
| | - Gerardo Rico Gonzalez
- Faculty of Health Sciences Brandenburg, Brandenburg Medical School Theodor Fontane, Campus Bad Saarow, Bad Saarow, Germany
- Department of Neurosurgery, HELIOS Hospital Bad Saarow, Bad Saarow, Germany
| | | | - Sven Hohenstein
- Real World Evidence and Health Technology Assessment, Helios Health Institute, Berlin, Germany
| | - Andreas Bollmann
- Real World Evidence and Health Technology Assessment, Helios Health Institute, Berlin, Germany
- Department of Electrophysiology, Heart Center Leipzig at Leipzig University, Leipzig, Germany
| | - Michael Stoffel
- Department of Neurosurgery, HELIOS Hospital Krefeld, Krefeld, Germany
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9
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Baek W, Park SY, Kim Y. Impact of frailty on the outcomes of patients undergoing degenerative spine surgery: a systematic review and meta-analysis. BMC Geriatr 2023; 23:771. [PMID: 37996826 PMCID: PMC10668507 DOI: 10.1186/s12877-023-04448-2] [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: 10/17/2022] [Accepted: 11/01/2023] [Indexed: 11/25/2023] Open
Abstract
BACKGROUND Degenerative spinal diseases are common in older adults with concurrent frailty. Preoperative frailty is a strong predictor of adverse clinical outcomes after surgery. This study aimed to investigate the association between health-related outcomes and frailty in patients undergoing spine surgery for degenerative spine diseases. METHODS A systematic review and meta-analysis were performed by electronically searching Ovid-MEDLINE, Ovid-Embase, Cochrane Library, and CINAHL for eligible studies until July 16, 2022. We reviewed all studies, excluding spinal tumours, non-surgical procedures, and experimental studies that examined the association between preoperative frailty and related outcomes after spine surgery. A total of 1,075 articles were identified in the initial search and were reviewed by two reviewers, independently. Data were subjected to qualitative and quantitative syntheses by meta-analytic methods. RESULTS Thirty-eight articles on 474,651 patients who underwent degenerative spine surgeries were included and 17 papers were quantitatively synthesized. The health-related outcomes were divided into clinical outcomes and patient-reported outcomes; clinical outcomes were further divided into postoperative complications and supportive management procedures. Compared to the non-frail group, the frail group was significantly associated with a greater risk of high mortality, major complications, acute renal failure, myocardial infarction, non-home discharge, reintubation, and longer length of hospital stay. Regarding patient-reported outcomes, changes in scores between the preoperative and postoperative Oswestry Disability Index scores were not associated with preoperative frailty. CONCLUSIONS In degenerative spinal diseases, frailty is a strong predictor of adverse clinical outcomes after spine surgery. The relationship between preoperative frailty and patient-reported outcomes is still inconclusive. Further research is needed to consolidate the evidence from patient-reported outcomes.
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Affiliation(s)
- Wonhee Baek
- College of Nursing, Gyeongsang National University, Jinju-si, Gyeongsangnam-do, South Korea
| | - Sun-Young Park
- College of Nursing, Daegu Catholic University, Daegu-si, South Korea
| | - Yoonjoo Kim
- Department of Nursing, College of Healthcare Sciences, Far East University, Eumseong-gun, Chungcheongbuk-do, South Korea.
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10
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Renedo D, Acosta JN, Koo AB, Rivier C, Sujijantarat N, de Havenon A, Sharma R, Gill TM, Sheth KN, Falcone GJ, Matouk CC. Higher Hospital Frailty Risk Score Is Associated With Increased Risk of Stroke: Observational and Genetic Analyses. Stroke 2023; 54:1538-1547. [PMID: 37216451 PMCID: PMC10212531 DOI: 10.1161/strokeaha.122.041891] [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: 11/07/2022] [Accepted: 04/14/2023] [Indexed: 05/24/2023]
Abstract
BACKGROUND Frailty is a prevalent state associated with several aging-related traits and conditions. The relationship between frailty and stroke remains understudied. Here we aim to investigate whether the hospital frailty risk score (HFRS) is associated with the risk of stroke and determine whether a significant association between genetically determined frailty and stroke exists. DESIGN Observational study using data from All of Us research program and Mendelian Randomization analyses. METHODS Participants from All of Us with available electronic health records were selected for analysis. All of Us began national enrollment in 2018 and is expected to continue for at least 10 years. All of Us is recruiting members of groups that have traditionally been underrepresented in research. All participants provided informed consent at the time of enrollment, and the date of consent was recorded for each participant. Incident stroke was defined as stroke event happening on or after the date of consent to the All of Us study HFRS was measured with a 3-year look-back period before the date of consent for stroke risk. The HFRS was stratified into 4 categories: no-frailty (HFRS=0), low (HFRS ≥1 and <5), intermediate (≥5 and <15), and high (HFRS ≥15). Last, we implemented Mendelian Randomization analyses to evaluate whether genetically determined frailty is associated with stroke risk. RESULTS Two hundred fifty-three thousand two hundred twenty-six participants were at risk of stroke. In multivariable analyses, frailty status was significantly associated with risk of any (ischemic or hemorrhagic) stroke following a dose-response way: not-frail versus low HFRS (HR, 4.9 [CI, 3.5-6.8]; P<0.001), not-frail versus intermediate HFRS (HR, 11.4 [CI, 8.3-15.7]; P<0.001) and not-frail versus high HFRS (HR, 42.8 [CI, 31.2-58.6]; P<0.001). We found similar associations when evaluating ischemic and hemorrhagic stroke separately (P value for all comparisons <0.05). Mendelian Randomization confirmed this association by indicating that genetically determined frailty was independently associated with risk of any stroke (OR, 1.45 [95% CI, 1.15-1.84]; P=0.002). CONCLUSIONS Frailty, based on the HFRS was associated with higher risk of any stroke. Mendelian Randomization analyses confirmed this association providing evidence to support a causal relationship.
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Affiliation(s)
- Daniela Renedo
- Department of Neurosurgery, Yale School of Medicine, New Haven, CT, USA
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Julián N. Acosta
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Andrew B. Koo
- Department of Neurosurgery, Yale School of Medicine, New Haven, CT, USA
| | - Cyprien Rivier
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | | | - Adam de Havenon
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Richa Sharma
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Thomas M. Gill
- Department of Internal Medicine, Division of Geriatric Medicine, School of Medicine, Yale University, New Haven, CT, USA
| | - Kevin N. Sheth
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Guido J. Falcone
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Charles C. Matouk
- Department of Neurosurgery, Yale School of Medicine, New Haven, CT, USA
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11
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Elsamadicy AA, Koo AB, Reeves BC, Craft S, Sayeed S, Sherman JJZ, Sarkozy M, Aurich L, Fernandez T, Lo SFL, Shin JH, Sciubba DM, Mendel E. Prevalence and Influence of Frailty on Hospital Outcomes After Surgical Resection of Spinal Meningiomas. World Neurosurg 2023; 173:e121-e131. [PMID: 36773810 DOI: 10.1016/j.wneu.2023.02.019] [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: 11/23/2022] [Revised: 02/02/2023] [Accepted: 02/03/2023] [Indexed: 02/12/2023]
Abstract
OBJECTIVE Frailty has been shown to affect patient outcomes after medical and surgical interventions. The Hospital Frailty Risk Score (HFRS) is a growing metric used to assess patient frailty using International Classification of Diseases, Tenth Revision codes. The goal of this study was to investigate the impact of frailty, assessed by HFRS, on health care resource utilization and outcomes in patients undergoing surgery for spinal meningiomas. METHODS A retrospective cohort study was performed using the 2016-2019 National Inpatient Sample database. Adult patients with benign or malignant spinal meningiomas, identified using International Classification of Diseases, Tenth Revision, Clinical Modification codes, were stratified by HFRS: low frailty (HFRS <5) and intermediate-high frailty (HFRS ≥5). Patient demographics, hospital characteristics, comorbidities, procedural variables, adverse events, length of stay (LOS), discharge disposition, and cost of admission were assessed. Multivariate regression analysis was used to identify predictors of increased LOS, discharge disposition, and cost. RESULTS Of the 3345 patients, 530 (15.8%) had intermediate-high frailty. The intermediate-high cohort was significantly older (P < 0.001). More patients in the intermediate-high cohort had ≥3 comorbidities (P < 0.001). In addition, a greater proportion of patients in the intermediate-high cohort experienced ≥1 perioperative adverse events (P < 0.001). Intermediate-high patients experienced greater mean LOS (P < 0.001) and accrued greater costs (P < 0.001). A greater proportion of intermediate-high patients had nonroutine discharges (P < 0.001). On multivariate analysis, increased HFRS (≥5) was independently associated with extended LOS (adjusted odds ratio [aOR], 3.04; P < 0.001), nonroutine discharge (aOR, 1.98; P = 0.006), and increased costs (aOR, 2.39; P = 0.004). CONCLUSIONS Frailty may be associated with increased health care resource utilization in patients undergoing surgery for spinal meningiomas.
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Affiliation(s)
- Aladine A Elsamadicy
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA.
| | - Andrew B Koo
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Benjamin C Reeves
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Samuel Craft
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Sumaiya Sayeed
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Josiah J Z Sherman
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Margot Sarkozy
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Lucas Aurich
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Tiana Fernandez
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Sheng-Fu L Lo
- Department of Neurosurgery, Zucker School of Medicine at Hofstra, Long Island Jewish Medical Center and North Shore University Hospital, Northwell Health, Manhasset, New York, USA
| | - John H Shin
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Daniel M Sciubba
- Department of Neurosurgery, Zucker School of Medicine at Hofstra, Long Island Jewish Medical Center and North Shore University Hospital, Northwell Health, Manhasset, New York, USA
| | - Ehud Mendel
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
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12
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Elsamadicy AA, Koo AB, Sherman JJZ, Sarkozy M, Reeves BC, Craft S, Sayeed S, Sandhu MRS, Hersh AM, Lo SFL, Shin JH, Mendel E, Sciubba DM. Association of frailty with healthcare resource utilization after open thoracic/thoracolumbar posterior spinal fusion for adult spinal deformity. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2023:10.1007/s00586-023-07635-2. [PMID: 36949143 DOI: 10.1007/s00586-023-07635-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 02/24/2023] [Accepted: 03/04/2023] [Indexed: 03/24/2023]
Abstract
PURPOSE The Hospital Frailty Risk Score (HFRS) is a frailty-identifying metric developed using ICD-10-CM codes. While other studies have examined frailty in adult spinal deformity (ASD), the HFRS has not been assessed in this population. The aim of this study was to utilize the HFRS to investigate the impact of frailty on outcomes in ASD patients undergoing posterior spinal fusion (PSF). METHODS A retrospective study was performed using the 2016-2019 National Inpatient Sample database. Adults with ASD undergoing elective PSF were identified using ICD-10-CM codes. Patients were categorized into HFRS-based frailty cohorts: Low (HFRS < 5) and Intermediate-High (HFRS ≥ 5). Patient demographics, comorbidities, intraoperative variables, and outcomes were assessed. Multivariate regression analyses were used to determine whether HFRS independently predicted extended length of stay (LOS), non-routine discharge, and increased cost. RESULTS Of the 7500 patients identified, 4000 (53.3%) were in the Low HFRS cohort and 3500 (46.7%) were in the Intermediate-High HFRS cohort. On average, age increased progressively with increasing HFRS scores (p < 0.001). The frail cohort experienced more postoperative adverse events (p < 0.001), greater LOS (p < 0.001), accrued greater admission costs (p < 0.001), and had a higher rate of non-routine discharge (p < 0.001). On multivariate analysis, Intermediate-High HFRS was independently associated with extended LOS (OR: 2.58, p < 0.001) and non-routine discharge (OR: 1.63, p < 0.001), though not increased admission cost (OR: 1.01, p = 0.929). CONCLUSION Our study identified HFRS to be significantly associated with prolonged hospitalizations and non-routine discharge. Other factors that were found to be associated with increased healthcare resource utilization include age, Hispanic race, West hospital region, large hospital size, and increasing number of AEs.
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Affiliation(s)
- Aladine A Elsamadicy
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA.
| | - Andrew B Koo
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
| | - Josiah J Z Sherman
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
| | - Margot Sarkozy
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
| | - Benjamin C Reeves
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
| | - Samuel Craft
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
| | - Sumaiya Sayeed
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
| | - Mani Ratnesh S Sandhu
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
| | - Andrew M Hersh
- Department of Neurosurgery, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Sheng-Fu Larry Lo
- Department of Neurosurgery, Zucker School of Medicine at Hofstra, Long Island Jewish Medical Center and North Shore University Hospital, Northwell Health, Manhasset, NY, USA
| | - John H Shin
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Ehud Mendel
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
| | - Daniel M Sciubba
- Department of Neurosurgery, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Department of Neurosurgery, Zucker School of Medicine at Hofstra, Long Island Jewish Medical Center and North Shore University Hospital, Northwell Health, Manhasset, NY, USA
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13
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Elsamadicy AA, Koo AB, Sarkozy M, David WB, Reeves BC, Patel S, Hansen J, Sandhu MRS, Hengartner AC, Hersh A, Kolb L, Lo SFL, Shin JH, Mendel E, Sciubba DM. Leveraging HFRS to assess how frailty affects healthcare resource utilization after elective ACDF for CSM. Spine J 2023; 23:124-135. [PMID: 35988878 DOI: 10.1016/j.spinee.2022.08.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 07/15/2022] [Accepted: 08/04/2022] [Indexed: 02/08/2023]
Abstract
BACKGROUND CONTEXT Frailty is a common comorbidity associated with worsening outcomes in various medical and surgical fields. The Hospital Frailty Risk Score (HFRS) is a recently developed tool which assesses frailty using 109 International Classification of Diseases, 10th Revision, Clinical Modification (ICD-10-CM) comorbidity codes to assess severity of frailty. However, there is a paucity of studies utilizing the HFRS with patients undergoing anterior cervical discectomy and fusion (ACDF) for cervical spondylotic myelopathy (CSM). PURPOSE The aim of this study was to investigate the impact of HFRS on health care resource utilization following ACDF for CSM. STUDY DESIGN A retrospective cohort study was performed using the Nationwide Inpatient Sample (NIS) database from 2016-2019. PATIENT SAMPLE All adult (≥18 years old) patients undergoing primary, ACDF for CSM were identified using the ICD-10 CM codes. OUTCOME MEASURES Weighted patient demographics, comorbidities, perioperative complications, LOS, discharge disposition, and total admission costs were assessed. METHODS The 109 ICD-10 codes with pre-assigned values from 0.1 to 7.1 pertaining to frailty were queried in each patient, with a cumulative HFRS ≥5 indicating a frail patient. Patients were then categorized as either Low HFRS (HFRS<5) or Moderate to High HFRS (HFRS≥5). A multivariate stepwise logistic regression was used to determine the odds ratio for risk-adjusted extended LOS, non-routine discharge disposition, and increased hospital cost. RESULTS A total of 29,305 patients were identified, of which 3,135 (10.7%) had a Moderate to High HFRS. Patients with a Moderate to High HFRS had higher rates of 1 or more postoperative complications (Low HFRS: 9.5% vs. Moderate-High HFRS: 38.6%, p≤.001), significantly longer hospital stays (Low HFRS: 1.8±1.7 days vs. Moderate-High HFRS: 4.4 ± 6.0, p≤.001), higher rates of non-routine discharge (Low HFRS: 5.8% vs. Moderate-High HFRS: 28.2%, p≤.001), and increased total cost of admission (Low HFRS: $19,691±9,740 vs. Moderate-High HFRS: $26,935±22,824, p≤.001) than patients in the Low HFRS cohort. On multivariate analysis, Moderate to High HFRS was found to be a significant independent predictor for extended LOS [OR: 3.19, 95% CI: (2.60, 3.91), p≤.001] and non-routine discharge disposition [OR: 3.88, 95% CI: (3.05, 4.95), p≤.001] but not increased cost [OR: 1.10, 95% CI: (0.87, 1.40), p=.418]. CONCLUSIONS Our study suggests that patients with a higher HFRS have increased total hospital costs, a longer LOS, higher complication rates, and more frequent nonroutine discharge compared with patients with a low HFRS following elective ACDF for CSM. Although frail patients should not be precluded from surgical management of cervical spine pathology, these findings highlight the need for peri-operative protocols to medically optimize patients to improve health care quality and decrease costs.
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Affiliation(s)
- Aladine A Elsamadicy
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06520, USA.
| | - Andrew B Koo
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06520, USA
| | - Margot Sarkozy
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06520, USA
| | - Wyatt B David
- Department of Orthopedics, Yale University School of Medicine, New Haven, CT, USA
| | - Benjamin C Reeves
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06520, USA
| | - Saarang Patel
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06520, USA
| | - Justice Hansen
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06520, USA
| | - Mani Ratnesh S Sandhu
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06520, USA
| | - Astrid C Hengartner
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06520, USA
| | - Andrew Hersh
- Department of Neurosurgery, John Hopkins School of Medicine, Baltimore, MD, USA
| | - Luis Kolb
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06520, USA
| | - Sheng-Fu Larry Lo
- Department of Neurosurgery, Zucker School of Medicine at Hofstra, Long Island Jewish Medical Center and North Shore University Hospital, Northwell Health, Manhasset, NY, USA
| | - John H Shin
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Ehud Mendel
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06520, USA
| | - Daniel M Sciubba
- Department of Neurosurgery, John Hopkins School of Medicine, Baltimore, MD, USA; Department of Neurosurgery, Zucker School of Medicine at Hofstra, Long Island Jewish Medical Center and North Shore University Hospital, Northwell Health, Manhasset, NY, USA
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