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Kim AH, Mo KC, Harris AB, Lafage R, Neuman BJ, Hostin RA, Soroceanu A, Kim HJ, Klineberg EO, Gum JL, Gupta MC, Hamilton DK, Schwab F, Burton D, Daniels A, Passias PG, Hart RA, Line BG, Ames C, Lafage V, Shaffrey CI, Smith JS, Bess S, Lenke L, Kebaish KM. High-Dose TXA Is Associated with Less Blood Loss Than Low-Dose TXA without Increased Complications in Patients with Complex Adult Spinal Deformity. J Bone Joint Surg Am 2024:00004623-990000000-01231. [PMID: 39361771 DOI: 10.2106/jbjs.23.01323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/05/2024]
Abstract
BACKGROUND Tranexamic acid (TXA) is commonly utilized to reduce blood loss in adult spinal deformity (ASD) surgery. Despite its widespread use, there is a lack of consensus regarding the optimal dosing regimen. The aim of this study was to assess differences in blood loss and complications between high, medium, and low-dose TXA regimens among patients undergoing surgery for complex ASD. METHODS A multicenter database was retrospectively analyzed to identify 265 patients with complex ASD. Patients were separated into 3 groups by TXA regimen: (1) low dose (<20-mg/kg loading dose with ≤2-mg/kg/hr maintenance dose), (2) medium dose (20 to 50-mg/kg loading dose with 2 to 5-mg/kg/hr maintenance dose), and (3) high dose (>50-mg/kg loading dose with ≥5-mg/kg/hr maintenance dose). The measured outcomes included blood loss, complications, and red blood cell (RBC) units transfused intraoperatively and perioperatively. The multivariable analysis controlled for TXA dosing regimen, levels fused, operating room time, preoperative hemoglobin, 3-column osteotomy, and posterior interbody fusion. RESULTS The cohort was predominantly White (91.3%) and female (69.1%) and had a mean age of 61.6 years. Of the 265 patients, 54 (20.4%) received low-dose, 131 (49.4%) received medium-dose, and 80 (30.2%) received high-dose TXA. The median blood loss was 1,200 mL (interquartile range [IQR], 750 to 2,000). The median RBC units transfused intraoperatively was 1.0 (IQR, 0.0 to 2.0), and the median RBC units transfused perioperatively was 2.0 (IQR, 1.0 to 4.0). Compared with the high-dose group, the low-dose group had increased blood loss (by 513.0 mL; p = 0.022) as well as increased RBC units transfused intraoperatively (by 0.6 units; p < 0.001) and perioperatively (by 0.3 units; p = 0.024). The medium-dose group had increased blood loss (by 491.8 mL; p = 0.006) as well as increased RBC units transfused intraoperatively (by 0.7 units; p < 0.001) and perioperatively (by 0.5 units; p < 0.001) compared with the high-dose group. CONCLUSIONS Patients with ASD who received high-dose intraoperative TXA had fewer RBC transfusions intraoperatively, fewer RBC transfusions perioperatively, and less blood loss than those who received low or medium-dose TXA, with no differences in the rates of seizure or thromboembolic complications. LEVEL OF EVIDENCE Therapeutic Level III. See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Andrew H Kim
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, Maryland
| | - Kevin C Mo
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, Maryland
| | - Andrew B Harris
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, Maryland
| | - Renaud Lafage
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | - Brian J Neuman
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, Maryland
| | | | | | - Han Jo Kim
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | - Eric O Klineberg
- Department of Orthopedic Surgery, University of California Davis School of Medicine, Sacramento, California
| | - Jeffrey L Gum
- Norton Leatherman Spine Center, Louisville, Kentucky
| | - Munish C Gupta
- Department of Orthopedic Surgery, Washington University, St. Louis, Missouri
| | - D Kojo Hamilton
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Frank Schwab
- Department of Orthopedic Surgery, Lenox Hill Hospital, New York, NY
| | - Doug Burton
- Department of Orthopedic Surgery, University of Kansas School of Medicine, Kansas City, Kansas
| | - Alan Daniels
- Department of Orthopedic Surgery, Brown University, Providence, Rhode Island
| | - Peter G Passias
- Department of Orthopedic Surgery, NYU Hospital for Joint Diseases, New York, NY
| | | | - Breton G Line
- Denver International Spine Center, Rocky Mountain Hospital for Children and Presbyterian St. Luke's Medical Center, Denver, Colorado
| | - Christopher Ames
- Department of Neurosurgery, University of California San Francisco School of Medicine, San Francisco, California
| | - Virginie Lafage
- Department of Orthopedic Surgery, Lenox Hill Hospital, New York, NY
| | - Christopher I Shaffrey
- Department of Neurosurgery and Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina
| | - Justin S Smith
- Department of Neurosurgery, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Shay Bess
- Denver International Spine Center, Rocky Mountain Hospital for Children and Presbyterian St. Luke's Medical Center, Denver, Colorado
| | - Lawrence Lenke
- Department of Orthopedic Surgery, The Spine Hospital, Columbia University, New York, NY
| | - Khaled M Kebaish
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, Maryland
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Huffman SS, Berger LE, Spoer DL, Marable JK, Ford AD, Yamamoto RK, Evans KK, Attinger CE. Utilizing the Frailty Index to Predict Long-term Mortality in Patients Undergoing Major Lower Extremity Amputation. J Foot Ankle Surg 2024; 63:608-613. [PMID: 38960032 DOI: 10.1053/j.jfas.2024.06.012] [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: 02/13/2024] [Revised: 06/06/2024] [Accepted: 06/24/2024] [Indexed: 07/05/2024]
Abstract
The 5-factor modified Frailty Index (mFI-5) is a risk-stratification tool utilized to predict complications and mortality following major lower extremity (LE) amputation. However, its prognostic value for long-term mortality is unknown. The study aim was to assess whether a high mFI-5 score relates to long-term mortality following major LE amputation for chronic wounds. Patients ≥60 years who underwent major LE amputation from 2017 to 2021 were retrospectively reviewed. Data regarding demographics, comorbidities, perioperative factors, amputation type, and postoperative complications was collected and mFI-5 was calculated. Survival analysis was performed with Kaplan-Meier curves and differences were assessed with Log-Rank test. A total of 172 patients were identified. Mean age was 70.7 ± 8.0 years. Median time to ambulation was 3.7 months (IQR 4.0). By final follow-up of 17.5 ± 15.9 months, ambulatory rate was 51.7% (n = 89), overall mortality 36.0% (n = 62), 1-year mortality 14.0% (n = 24), and 3-year mortality 27.9% (n = 48). Patients with an mFI-5 of ≥4 (26.7%, n = 46) compared with patients with mFI-5 <4 (73.3%, n = 126) had a higher rate of prolonged postoperative LOS (34.8% vs 19.8%, p = .042), overall mortality (52.2% vs 30.2%, p = .008), 1-year mortality (23.9% vs 10.3%, p = .023), and 3-year mortality (45.7% vs 21.4%, p = .002). Multivariate analysis demonstrated mFI-5 was an independent predictor of 3-year mortality (OR 2.35, p = .043). At a threshold ≥4, the mFI-5 demonstrated utility in predicting long-term mortality. The value of this prognostic indicator is in its preoperative application of assessing risk of mortality, which should be utilized in conjunction with other measures.
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Affiliation(s)
- Samuel S Huffman
- Department of Plastic and Reconstructive Surgery, MedStar Georgetown University Hospital, Washington, DC
| | - Lauren E Berger
- Department of Plastic and Reconstructive Surgery, MedStar Georgetown University Hospital, Washington, DC; Plastic and Reconstructive Surgery Division, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ
| | - Daisy L Spoer
- Department of Plastic and Reconstructive Surgery, MedStar Georgetown University Hospital, Washington, DC; Georgetown University School of Medicine, Washington, DC
| | | | - Avery D Ford
- Georgetown University School of Medicine, Washington, DC
| | | | - Karen K Evans
- Department of Plastic and Reconstructive Surgery, MedStar Georgetown University Hospital, Washington, DC
| | - Christopher E Attinger
- Department of Plastic and Reconstructive Surgery, MedStar Georgetown University Hospital, Washington, DC.
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Covell MM, Roy JM, Gupta N, Raihane AS, Rumalla KC, Lima Fonseca Rodrigues AC, Courville E, Bowers CA. Frailty in intracranial meningioma resection: the risk analysis index demonstrates strong discrimination for predicting non-home discharge and in-hospital mortality. J Neurooncol 2024; 169:85-93. [PMID: 38713325 DOI: 10.1007/s11060-024-04703-5] [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: 03/30/2024] [Accepted: 04/30/2024] [Indexed: 05/08/2024]
Abstract
PURPOSE Frailty is an independent risk factor for adverse postoperative outcomes following intracranial meningioma resection (IMR). The role of the Risk Analysis Index (RAI) in predicting postoperative outcomes following IMR is nascent but may inform preoperative patient selection and surgical planning. METHODS IMR patients from the Nationwide Inpatient Sample were identified using diagnostic and procedural codes (2019-2020). The relationship between preoperative RAI-measured frailty and primary outcomes (non-home discharge (NHD), in-hospital mortality) and secondary outcomes (extended length of stay (eLOS), complication rates) was assessed via multivariate analyses. The discriminatory accuracy of the RAI for primary outcomes was measured in area under the receiver operating characteristic (AUROC) curve analysis. RESULTS A total of 23,230 IMR patients (mean age = 59) were identified, with frailty statuses stratified by RAI score: 0-20 "robust" (R)(N = 10,665, 45.9%), 21-30 "normal" (N)(N = 8,895, 38.3%), 31-40 "frail" (F)(N = 2,605, 11.2%), and 41+ "very frail" (VF)(N = 1,065, 4.6%). Rates of NHD (R 11.5%, N 29.7%, F 60.8%, VF 61.5%), in-hospital mortality (R 0.5%, N 1.8%, F 3.8%, VF 7.0%), eLOS (R 13.2%, N 21.5%, F 40.9%, VF 46.0%), and complications (R 7.5%, N 11.6%, F 15.7%, VF 16.0%) significantly increased with increasing frailty thresholds (p < 0.001). The RAI demonstrated strong discrimination for NHD (C-statistic: 0.755) and in-hospital mortality (C-statistic: 0.754) in AUROC curve analysis. CONCLUSION Increasing RAI-measured frailty is significantly associated with increased complication rates, eLOS, NHD, and in-hospital mortality following IMR. The RAI demonstrates strong discrimination for predicting NHD and in-hospital mortality following IMR, and may aid in preoperative risk stratification.
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Affiliation(s)
- Michael M Covell
- School of Medicine, Georgetown University, 3900 Reservoir Road, 20007, Washington, DC, USA
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, 84070, Sandy, UT, USA
| | - Joanna M Roy
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, 84070, Sandy, UT, USA
| | - Nithin Gupta
- Campbell University School of Osteopathic Medicine, Lillington, NC, USA
| | - Ahmed Sami Raihane
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, 84070, Sandy, UT, USA
| | - Kranti C Rumalla
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, 84070, Sandy, UT, USA
| | | | - Evan Courville
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, 84070, Sandy, UT, USA
| | - Christian A Bowers
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, 84070, Sandy, UT, USA.
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Rubel KE, Lopez A, Lubner RJ, Lee DL, Yancey K, Chandra RK, Chowdhury NI, Turner JH. Frailty is an independent predictor of postoperative rescue medication use after endoscopic sinus surgery. Int Forum Allergy Rhinol 2024; 14:1218-1225. [PMID: 38268092 PMCID: PMC11219267 DOI: 10.1002/alr.23324] [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: 08/24/2023] [Revised: 12/01/2023] [Accepted: 12/28/2023] [Indexed: 01/26/2024]
Abstract
INTRODUCTION The modified five-item frailty index (mFI-5) is a validated risk stratification tool with the ability to predict adverse outcomes following surgery. In this study, we sought to use mFI-5 to assess the potential relationship between unhealthy aging and postoperative endoscopic sinus surgery (ESS) outcomes. METHODS Patients who underwent sinus surgery at Vanderbilt between 2014 and 2018 were identified and assessed using the mFI-5, which is calculated based on the presence of five comorbidities: diabetes mellitus, hypertension requiring medication, chronic obstructive pulmonary disease, congestive heart failure, and non-independent functional status. Multivariate regression analyses were performed to quantify the association of mFI-5 score on need for rescue oral antibiotics, oral steroids, and antibiotic irrigations within 1 year following ESS, adjusting for relevant potential confounders. RESULTS Four hundred and three patients met inclusion criteria. Within 6 months of surgery, 312 (77%) required rescue antibiotics, 243 (60%) required oral corticosteroids (OCS), and 31 (8%) initiated antibiotic irrigations. Increasing mFI-5 scores were significantly associated with higher postoperative use of rescue antibiotics (p < 0.0001), OCS (p = 0.032), and antibiotic irrigation (p < 0.0001). Frailty scores remained as an independent predictor of these outcomes after adjustment for age, polyp status, preoperative sinonasal outcomes test (SNOT-22) score, and revision surgery status. CONCLUSIONS Modified frailty scores may be a useful clinical tool to predict the need for postoperative rescue medication use after ESS.
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Affiliation(s)
- Kolin E. Rubel
- Department of Otolaryngology-Head and Neck Surgery; University of Minnesota Medical Center; Minneapolis, MN 55455
| | - Andrea Lopez
- Department of Otolaryngology-Head and Neck Surgery; Vanderbilt University Medical Center; Nashville, TN 37232
| | - Rory J. Lubner
- Department of Otolaryngology-Head and Neck Surgery; Vanderbilt University Medical Center; Nashville, TN 37232
| | - Diane L Lee
- Department of Otolaryngology-Head and Neck Surgery; Vanderbilt University Medical Center; Nashville, TN 37232
| | - Kristen Yancey
- Department of Otolaryngology-Head and Neck Surgery; Weill Cornell Medicine; New York, NY 10021
| | - Rakesh K Chandra
- Department of Otolaryngology-Head and Neck Surgery; Vanderbilt University Medical Center; Nashville, TN 37232
| | - Naweed I Chowdhury
- Department of Otolaryngology-Head and Neck Surgery; Vanderbilt University Medical Center; Nashville, TN 37232
| | - Justin H. Turner
- Department of Otolaryngology-Head and Neck Surgery; Vanderbilt University Medical Center; Nashville, TN 37232
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Shahrestani S, Chung LK, Brown NJ, Reese S, Liu RC, Prasad AA, Alluri RK, Hah R, Liu JC, Safaee MM. Integration of Chronological Age Does Not Improve the Performance of a Mixed-Effect Model Using Comorbidity Burden and Frailty to Predict 90-Day Readmission After Surgery for Degenerative Scoliosis. World Neurosurg 2024; 187:e560-e567. [PMID: 38679382 DOI: 10.1016/j.wneu.2024.04.129] [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: 04/02/2024] [Revised: 04/19/2024] [Accepted: 04/20/2024] [Indexed: 05/01/2024]
Abstract
OBJECTIVE We evaluated the contributions of chronological age, comorbidity burden, and/or frailty in predicting 90-day readmission in patients undergoing degenerative scoliosis surgery. METHODS Patients were identified through the Healthcare Cost and Utilization Project Nationwide Readmissions Database. Frailty was assessed using the Johns Hopkins Adjusted Clinical Groups frailty-defining indicator. Comorbidity was assessed using the Elixhauser Comorbidity Index (ECI). Generalized linear mixed-effects models were created to predict readmission using age, frailty, and/or ECI. Area under the curve (AUC) was compared using DeLong's test. RESULTS A total of 8104 patients were identified. Readmission rate was 9.8%, with infection representing the most common cause (3.5%). Our first model utilized chronological age, ECI, and/or frailty as primary predictors. The combination of ECI + frailty + age performed best, but the inclusion of chronological age did not significantly improve performance compared to ECI + frailty alone (AUC 0.603 vs. 0.599, P = 0.290). A second model using only chronological age and frailty as primary predictors performed better, however the inclusion of chronological age worsened performance when compared to frailty alone (AUC 0.747 vs. 0.743, P = 0.043). CONCLUSIONS These data support frailty as a predictor of 90-day readmission within a nationally representative sample. Frailty alone performed better than combinations of ECI and age. Interestingly, the integration of chronological age did not dramatically improve the model's performance. Limitations include the use of a national registry and a single frailty index. This provides impetus to explore biological age, rather than chronological age, as a potential tool for surgical risk assessment.
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Affiliation(s)
- Shane Shahrestani
- Department of Neurological Surgery, University of Southern California, Los Angeles, CA, USA; Department of Medical Engineering, California Institute of Technology, Pasadena, CA, USA; Department of Neurological Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Lawrance K Chung
- Department of Neurological Surgery, University of Southern California, Los Angeles, CA, USA
| | - Nolan J Brown
- School of Medicine, University of California, Irvine, Orange, CA, USA
| | - Sofia Reese
- Department of Neurological Surgery, University of Southern California, Los Angeles, CA, USA
| | - Ryan C Liu
- Department of Neurological Surgery, University of Southern California, Los Angeles, CA, USA
| | - Apurva A Prasad
- Department of Neurological Surgery, University of Southern California, Los Angeles, CA, USA
| | - R Kiran Alluri
- Department of Orthopedic Surgery, University of Southern California, Los Angeles, CA, USA
| | - Raymond Hah
- Department of Orthopedic Surgery, University of Southern California, Los Angeles, CA, USA
| | - John C Liu
- Department of Neurological Surgery, University of Southern California, Los Angeles, CA, USA
| | - Michael M Safaee
- Department of Neurological Surgery, University of Southern California, Los Angeles, CA, USA.
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McKechnie T, Jessani G, Bakir N, Lee Y, Sne N, Doumouras A, Hong D, Eskicioglu C. Evaluating frailty using the modified frailty index for colonic diverticular disease surgery: analysis of the national inpatient sample 2015-2019. Surg Endosc 2024; 38:4031-4041. [PMID: 38874611 DOI: 10.1007/s00464-024-10965-x] [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: 01/05/2024] [Accepted: 05/26/2024] [Indexed: 06/15/2024]
Abstract
BACKGROUND Frailty has been associated with increased postoperative mortality and morbidity; however, the use of the modified frailty index (mFI-11) to assess patients undergoing surgery for diverticular disease has not been widely assessed. This paper aims to examine frailty, evaluated by mFI-11, to assess postoperative morbidity and mortality among patients undergoing operative intervention for colonic diverticular disease. METHODS We used data from the Healthcare Cost and Utilization Project National Inpatient Sample (October 1, 2015-December 31, 2019). ICD-10-CM codes were utilized to identify a cohort of adult patients with a primary admission diagnosis of diverticulitis. mFI-11 items were adapted to correspond with ICD-10-CM codes. Patients were stratified into robust (mFI < 0.27) and frail (mFI ≥ 0.27) groups. Primary outcomes were in-hospital postoperative morbidity and mortality. Secondary outcomes included system-specific postoperative complications, length of stay (LOS), total admission cost, and discharge disposition. Multivariable regression models were fit. RESULTS Of the 26,826 patients, there were 24,194 patients with mFI-11 < 0.27 (i.e., robust) and 2,632 patients with mFI-11 ≥ 0.27 (i.e., frail). Adjusted analysis showed significant increases in postoperative mortality (aOR 2.16, 95% CI 1.38-3.38, p = 0.001) and overall postoperative morbidity (aOR 1.84, 95% CI 1.65-2.06, p < 0.001). LOS was higher in the frail group (MD 1.78 days, 95% CI 1.46-2.11, p < 0.001) as well as total cost (MD $25,495.19, 95% CI $19,851.63-$31,138.75, p < 0.001). CONCLUSION In the elective setting, a high mFI-11 (i.e., presence of the variables comprising the index) could alert clinicians to the possibility of implementing preoperative optimization strategies. In the emergent setting, a high mFI-11 may help guide prognostication for these vulnerable patients.
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Affiliation(s)
- Tyler McKechnie
- Division of General Surgery, Department of Surgery, McMaster University, Hamilton, ON, Canada
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada
| | - Ghazal Jessani
- Michael G. DeGroote School of Medicine, McMaster University, 50 Charlton Avenue East, Hamilton, ON, L8N 4A6, Canada
| | - Noor Bakir
- Division of General Surgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Yung Lee
- Division of General Surgery, Department of Surgery, McMaster University, Hamilton, ON, Canada
- Michael G. DeGroote School of Medicine, McMaster University, 50 Charlton Avenue East, Hamilton, ON, L8N 4A6, Canada
- Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Niv Sne
- Division of General Surgery, Department of Surgery, McMaster University, Hamilton, ON, Canada
- Michael G. DeGroote School of Medicine, McMaster University, 50 Charlton Avenue East, Hamilton, ON, L8N 4A6, Canada
| | - Aristithes Doumouras
- Division of General Surgery, Department of Surgery, McMaster University, Hamilton, ON, Canada
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada
- Michael G. DeGroote School of Medicine, McMaster University, 50 Charlton Avenue East, Hamilton, ON, L8N 4A6, Canada
- Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Dennis Hong
- Division of General Surgery, Department of Surgery, McMaster University, Hamilton, ON, Canada
- Michael G. DeGroote School of Medicine, McMaster University, 50 Charlton Avenue East, Hamilton, ON, L8N 4A6, Canada
| | - Cagla Eskicioglu
- Division of General Surgery, Department of Surgery, McMaster University, Hamilton, ON, Canada.
- Michael G. DeGroote School of Medicine, McMaster University, 50 Charlton Avenue East, Hamilton, ON, L8N 4A6, Canada.
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Paiz CC, Owodunni OP, Courville EN, Schmidt M, Alunday R, Bowers CA. Frailty Predicts 30-day mortality following major complications in neurosurgery patients: The risk analysis index has superior discrimination compared to modified frailty index-5 and increasing patient age. World Neurosurg X 2024; 23:100286. [PMID: 38516023 PMCID: PMC10955078 DOI: 10.1016/j.wnsx.2024.100286] [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] [Received: 01/28/2023] [Accepted: 02/20/2024] [Indexed: 03/23/2024] Open
Abstract
Background Postoperative complications after cranial or spine surgery are prevalent, and frailty can be a key contributing patient factor. Therefore, we evaluated frailty's impact on 30-day mortality. We compared the discrimination for risk analysis index (RAI), modified frailty index-5 (mFI-5) and increasing patient age for predicting 30-day mortality. Methods Patients with major complications following neurosurgery procedures between 2012- 2020 in the ACS-NSQIP database were included. We employed receiver operating characteristic (ROC) curve and examined discrimination thresholds for RAI, mFI-5, and increasing patient age for 30-day mortality. Independent relationships were examined using multivariable analysis. Results There were 19,096 patients included in the study and in the ROC analysis for 30-day mortality, RAI showed superior discriminant validity threshold C-statistic 0.655 (95% CI: 0.644-0.666), compared to mFI-5 C-statistic 0.570 (95% CI 0.559-0.581), and increasing patient age C-statistic 0.607 (95% CI 0.595-0.619). When the patient population was divided into subsets based on the procedures type (spinal, cranial or other), spine procedures had the highest discriminant validity threshold for RAI (Cstatistic 0.717). Furthermore, there was a frailty risk tier dose response relationship with 30-day mortalityy (p<0.001). Conclusion When a major complication arises after neurosurgical procedures, frail patients have a higher likelihood of dying within 30 days than their non-frail counterparts. The RAI demonstrated a higher discriminant validity threshold than mFI-5 and increasing patient age, making it a more clinically relevant tool for identifying and stratifying patients by frailty risk tiers. These findings highlight the importance of initiatives geared toward optimizing frail patients, to mitigate long-term disability.
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Affiliation(s)
- Christopher C. Paiz
- New Mexico School of Medicine, Albuquerque, NM, USA
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA
| | - Oluwafemi P. Owodunni
- Department of Emergency Medicine, University of New Mexico Hospital, Albuquerque, NM, USA
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA
| | - Evan N. Courville
- Department of Neurosurgical Sciences, University of New Mexico Hospital, Albuquerque, NM, USA
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA
| | - Meic Schmidt
- Department of Neurosurgical Sciences, University of New Mexico Hospital, Albuquerque, NM, USA
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA
| | - Robert Alunday
- Department of Neurosurgical Sciences, University of New Mexico Hospital, Albuquerque, NM, USA
- Department of Emergency Medicine, University of New Mexico Hospital, Albuquerque, NM, USA
- Center for Adult Critical Care, University of New Mexico Hospital, Albuquerque, NM, USA
| | - Christian A. Bowers
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA
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Thompson K, Travers H, Ngan A, Reed T, Shahsavarani S, Verma RB. Updates in current concepts in degenerative cervical myelopathy: a systematic review. JOURNAL OF SPINE SURGERY (HONG KONG) 2024; 10:313-326. [PMID: 38974484 PMCID: PMC11224794 DOI: 10.21037/jss-23-123] [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: 10/12/2023] [Accepted: 02/20/2024] [Indexed: 07/09/2024]
Abstract
Background The incidence of degenerative cervical myelopathy (DCM) has increased over the years due to an increasing aging population, yet there is a dearth of recent comprehensive data evaluating the multiple facets of this degenerative condition. Recent publications have highlighted the biochemistry and biomechanics of DCM, which are paramount to understanding the degenerative nature of the condition and selecting the most optimal treatment options for improved patient outcomes. In addition, there have been recent studies establishing the superiority of surgical to non-surgical treatments for DCM, which until now was a poorly substantiated claim that has permeated the medical field for decades. The authors of this systematic review sought to collect and assess available high quality peer reviewed data to analyze the nature of DCM and gain a better understanding for its treatment choices. Methods PubMed and Cochrane Central Register of Controlled Trials were systematically searched on January 19, 2023 with date restrictions of 2015-2023 imposed. For initial data collection, five independent searches were completed using the following keywords: pathogenesis, pathophysiology, and epidemiology of DCM; cervical spondylotic myelopathy (CSM) and DCM recent developments; management and treatment for CSM and DCM; diagnosis and management of DCM; and pathophysiology of DCM. The results were screened for their application to DCM; any study that did not directly address DCM were identified and removed through abstract assessment, such studies included those pertaining to alternative fields including cardiology and psychiatry. Studies found relevant through full-text assessment and those published in English were included in this study and unpublished studies and studies found irrelevant based on titles and keywords were excluded from this study. The 115 articles that met criteria were critically appraised independently by the 2 reviewers and the principles of Grading of Recommendations, Assessment, Development, and Evaluations (GRADE) were applied to assess the quality of evidence from each study. Results A total of 352 studies resulted from the original search. There were 71 duplicate articles that were removed and a total of 281 articles were screened. 166 articles were then removed based on the exclusion/inclusion criteria, title, and abstract. Of the 138 articles that remained, a final list of 115 articles was created based on the reporting measures. Conclusions DCM is a multifactorial disease that has the potential to impair neurological function and cause significant paralysis. Although the multiple facets of this disease have not been fully elucidated, there have been significant breakthroughs in understanding the mechanisms involved in this disease process. The use of complex imaging modalities, genetic sequencing, biomarkers, and pharmacological agents has provided insight into the factors involved in the progression of DCM, which has consequently cultivated more refined approaches for diagnosis and treatment of DCM.
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Affiliation(s)
- Kiara Thompson
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Hannah Travers
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Alex Ngan
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Manhasset, NY, USA
| | - Tim Reed
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
- Department of Orthopedic Surgery at Huntington Hospital, Huntington, NY, USA
| | - Shaya Shahsavarani
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Rohit B. Verma
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Manhasset, NY, USA
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9
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Chung MS, Patel N, Abdelmalek G, Coban D, Changoor S, Elali F, Sinha K, Hwang K, Emami A. The 5-factor modified frailty index (mFI-5) predicts adverse outcomes after elective anterior cervical discectomy and fusion (ACDF). NORTH AMERICAN SPINE SOCIETY JOURNAL 2024; 18:100318. [PMID: 38618000 PMCID: PMC11015525 DOI: 10.1016/j.xnsj.2024.100318] [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: 12/06/2023] [Revised: 02/15/2024] [Accepted: 02/16/2024] [Indexed: 04/16/2024]
Abstract
Background Anterior cervical discectomy and fusion (ACDF) is a reliable procedure commonly performed in older patients with degenerative diseases of the cervical spine. Over 130,000 procedures are performed every year with an annual increase of 5%, and overall morbidity rates can reach as high as 19.3%, indicating a need for surgeons to gauge their patients' risk for adverse outcomes. Frailty is an age-associated decline in functioning of multiple organ systems and has been shown to predict adverse outcomes following various spine procedures. There have been several proposed frailty indices of various factors including the 11-factor modified frailty index (mFI-11), which has been shown to be an effective tool for predicting complications in patients undergoing ACDF. However, there is a paucity of literature assessing the utility of the 5-factor modified frailty index (mFI-5) as a risk stratification tool for patients undergoing ACDF. The purpose of this study was to analyze the predictive capability of the mFI-5 score for 30-day postoperative adverse events following elective ACDF. Methods A retrospective review was performed using the National Surgical Quality Improvement Program (NSQIP) database from 2010 through 2019. Patients older than 50 years of age who underwent elective ACDF were identified using Current Procedural Terminology ([CPT] codes 22554, 22551, 22552, and 63075). Exclusion criteria removed patients under the age of 51, as well as those with fractures, sepsis, disseminated cancer, a prior operation in the last 30 days, ascites, wound infection, or an emergency surgery. Patients were grouped using mFI scores of 1, 2, and 3+. Univariate analysis, using chi-squared and one-way analysis of variance (ANOVA) tests, was conducted to compare demographics, comorbidities, and postoperative complications across the varying cohorts based on mFI-5 scores. Multivariate logistic regression, including patient demographics and preoperative comorbidities as covariates, was performed to evaluate if mFI-5 scores were independent predictors of 30-day postoperative adverse events. Covariates including race, BMI, sex, ASA, and comorbidities were included in regression models. Results The 45,991 patients were identified and allocated in cohorts based on mFI-5 score. Rates for superficial surgical site infection (SSI), organ/deep space SSI, pneumonia, progressive renal insufficiency, acute renal failure (ARF), urinary tract infection (UTI), stroke/cardiovascular accident (CVA), cardiac arrest requiring cardiopulmonary resuscitation (CPR), myocardial infarction, bleeding requiring transfusions, deep vein thrombosis/thrombophlebitis, sepsis, septic shock, readmissions, reoperation, and mortality incrementally increased with mFI-5 scores from 0 to 3+. Multivariate regression analysis revealed that mFI-5 scores 1 to 3+ increased the odds, in a stepwise manner, of total complications, cardiac arrest requiring CPR, pneumonia and mortality. MFI-5 scores of 2 and 3+ were independent predictors of readmission (2: OR=1.5, p<.001; 3+: OR=2.0, p<.001) and myocardial infarction (2: OR=3.4, p=.001; 3+: OR=6.9, p<.001). A score of 3+ increased the odds of ARF (OR=9.7, p=.022), septic shock (OR=3.6, p=.036), UTI (OR=2.1, p=.007), bleeding requiring transfusions (OR=2.1, p=.016), and reoperations (OR=1.7, p=.004). Conclusion mFI-5 score is a quick and viable option for surgeons to use as an assessment tool to stratify high risk patients undergoing elective ACDF, as increasing mFI-5 scores showed significantly higher rates of all adverse outcomes accounted for in this study, except for deep incisional SSI, wound disruption, and PE. Additionally, moderate to severe mFI-5 scores of 2 or 3+ were independent predictors for 30-day postoperative ARF, UTI, MI, bleeding requiring transfusions, septic shock, reoperation, and readmissions following elective ACDF surgery in adults over 50 years old.
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Affiliation(s)
- Matthew S. Chung
- Department of Orthopaedic Surgery and Rehabilitation Medicine, The State University of New York (SUNY) Downstate Health Sciences University, 450 Clarkson Avenue, Brooklyn, NY 11203, United States
| | - Neil Patel
- Department of Orthopaedic Surgery, St. Joseph's University Medical Center, 703 Main Street, Paterson, NJ 07503, United States
| | - George Abdelmalek
- Department of Orthopaedic Surgery, St. Joseph's University Medical Center, 703 Main Street, Paterson, NJ 07503, United States
| | - Daniel Coban
- Department of Orthopaedic Surgery, St. Joseph's University Medical Center, 703 Main Street, Paterson, NJ 07503, United States
| | - Stuart Changoor
- Department of Orthopaedic Surgery, St. Joseph's University Medical Center, 703 Main Street, Paterson, NJ 07503, United States
| | - Faisal Elali
- Department of Orthopaedic Surgery and Rehabilitation Medicine, The State University of New York (SUNY) Downstate Health Sciences University, 450 Clarkson Avenue, Brooklyn, NY 11203, United States
| | - Kumar Sinha
- Department of Orthopaedic Surgery, St. Joseph's University Medical Center, 703 Main Street, Paterson, NJ 07503, United States
| | - Ki Hwang
- Department of Orthopaedic Surgery, St. Joseph's University Medical Center, 703 Main Street, Paterson, NJ 07503, United States
| | - Arash Emami
- Department of Orthopaedic Surgery, St. Joseph's University Medical Center, 703 Main Street, Paterson, NJ 07503, United States
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10
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Takeda H, Michikawa T, Nagai S, Kawabata S, Ito K, Ikeda D, Fujita N, Kaneko S. Assessment of Surgical Outcomes in Patients with Degenerative Cervical Myelopathy Using the 25-Question Geriatric Locomotive Function Scale: A Longitudinal Observational Study. Spine Surg Relat Res 2024; 8:287-296. [PMID: 38868784 PMCID: PMC11165504 DOI: 10.22603/ssrr.2023-0191] [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] [Received: 08/06/2023] [Accepted: 11/06/2023] [Indexed: 06/14/2024] Open
Abstract
Introduction Locomotive syndrome caused by degenerative musculoskeletal diseases is reported to improve with surgical treatment. However, it is unclear whether surgical treatment is effective for the locomotive syndrome developing in patients with degenerative cervical myelopathy (DCM). Thus, this study primarily aimed to longitudinally assess the change in locomotive syndrome stage before and after cervical spinal surgery for patients with DCM using the 25-question geriatric locomotive function scale (GLFS-25). A secondary objective was to identify factors associated with the postoperative improvement in the locomotive syndrome stage. Methods We retrospectively reviewed clinical data of patients undergoing cervical spine surgery at our institution from April 2020 to May 2022 who had answered the Japanese Orthopaedic Association Cervical Myelopathy Assessment Questionnaire, visual analog scale, and GLFS-25 preoperatively and at 6 months and 1 year postoperatively. We collected demographic data, medical history, preoperative radiographic parameters, presence or absence of posterior longitudinal ligament ossification, and surgical data. Results We enrolled 115 patients (78 men and 37 women) in the present study. Preoperatively, using the GLFS-25, 73.9% of patients had stage 3, 10.4% had stage 2, 9.6% had stage 1, 6.1% had no locomotive syndrome. The stage distribution of locomotive syndrome improved significantly at 6-months and 1-year postoperatively. The multivariable Poisson regression analysis revealed that better preoperative lower extremity function (relative risk: 3.0; 95% confidence interval: 1.01-8.8) was significantly associated with postoperative improvement in the locomotive syndrome stage. Conclusions This is the first study to longitudinally assess the locomotive syndrome stage in patients with DCM using GLFS-25. Our results indicated that patients with DCM experienced significant improvement in the locomotive syndrome stage following cervical spine surgery. Particularly, the preoperative lower extremity function was significant in postoperative improvement in the locomotive syndrome stage.
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Affiliation(s)
- Hiroki Takeda
- Department of Spine and Spinal Cord Surgery, School of Medicine, Fujita Health University, Toyoake, Japan
| | - Takehiro Michikawa
- Department of Environmental and Occupational Health, School of Medicine, Toho University, Tokyo, Japan
| | - Sota Nagai
- Department of Orthopaedic Surgery, School of Medicine, Fujita Health University, Toyoake, Japan
| | - Soya Kawabata
- Department of Orthopaedic Surgery, School of Medicine, Fujita Health University, Toyoake, Japan
| | - Kei Ito
- Department of Orthopaedic Surgery, School of Medicine, Fujita Health University, Toyoake, Japan
| | - Daiki Ikeda
- Department of Orthopaedic Surgery, School of Medicine, Fujita Health University, Toyoake, Japan
| | - Nobuyuki Fujita
- Department of Orthopaedic Surgery, School of Medicine, Fujita Health University, Toyoake, Japan
| | - Shinjiro Kaneko
- Department of Spine and Spinal Cord Surgery, School of Medicine, Fujita Health University, Toyoake, Japan
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11
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Roy JM, Kazim SF, Macciola D, Rangel DN, Rumalla K, Karimov Z, Link R, Iqbal J, Riaz MA, Skandalakis GP, Venero CV, Sidebottom RB, Dicpinigaitis AJ, Kassicieh CS, Tarawneh O, Conlon MS, Thommen R, Alvarez-Crespo DJ, Chhabra K, Sridhar S, Gill A, Vellek J, Nguyen PA, Thompson G, Robinson M, Bowers CA. Frailty as a predictor of postoperative outcomes in neurosurgery: a systematic review. J Neurosurg Sci 2024; 68:208-215. [PMID: 37878249 DOI: 10.23736/s0390-5616.23.06130-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2023]
Abstract
INTRODUCTION Baseline frailty status has been utilized to predict a wide range of outcomes and guide preoperative decision making in neurosurgery. This systematic review aims to analyze existing literature on the utilization of frailty as a predictor of neurosurgical outcomes. EVIDENCE ACQUISITION We conducted a systematic review following PRISMA guidelines. Studies that utilized baseline frailty status to predict outcomes after a neurosurgical intervention were included in this systematic review. Studies that utilized sarcopenia as the sole measure of frailty were excluded. PubMed, EMBASE, and Cochrane library was searched from inception to March 1st, 2023, to identify relevant articles. EVIDENCE SYNTHESIS Overall, 244 studies met the inclusion criteria. The 11-factor modified frailty index (mFI-11) was the most utilized frailty measure (N.=91, 37.2%) followed by the five-factor modified Frailty Index (mFI-5) (N.=80, 32.7%). Spine surgery was the most common subspecialty (N.=131, 53.7%), followed by intracranial tumor resection (N.=57, 23.3%), and post-operative complications were the most reported outcome (N.=130, 53.2%) in neurosurgical frailty studies. The USA and the Bowers author group published the greatest number of articles within the study period (N.=176, 72.1% and N.=37, 15.2%, respectively). CONCLUSIONS Frailty literature has grown exponentially over the years and has been incorporated into neurosurgical decision making. Although a wide range of frailty indices exist, their utility may vary according to their ability to be incorporated in the outpatient clinical setting.
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Affiliation(s)
- Joanna M Roy
- Topiwala National Medical College, Mumbai, India
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA
| | - Syed F Kazim
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM, USA
| | - Dylan Macciola
- School of Medicine, New York Medical College, Valhalla, NY, USA
| | - Dante N Rangel
- School of Medicine, University of New Mexico, Albuquerque, NM, USA
| | - Kavelin Rumalla
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM, USA
| | - Zafar Karimov
- School of Medicine, New York Medical College, Valhalla, NY, USA
| | - Remy Link
- School of Medicine, University of New Mexico, Albuquerque, NM, USA
| | - Javed Iqbal
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM, USA
| | - Muhammad A Riaz
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM, USA
| | - Georgios P Skandalakis
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM, USA
| | | | | | | | | | - Omar Tarawneh
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA
- School of Medicine, New York Medical College, Valhalla, NY, USA
| | - Matt S Conlon
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA
- School of Medicine, New York Medical College, Valhalla, NY, USA
| | - Rachel Thommen
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA
- School of Medicine, New York Medical College, Valhalla, NY, USA
| | | | - Karizma Chhabra
- School of Medicine, New York Medical College, Valhalla, NY, USA
| | - Sahaana Sridhar
- Burrell College of Osteopathic Medicine, Las Cruces, NM, USA
| | - Amanpreet Gill
- Burrell College of Osteopathic Medicine, Las Cruces, NM, USA
| | - John Vellek
- School of Medicine, New York Medical College, Valhalla, NY, USA
| | - Phuong A Nguyen
- School of Medicine, University of New Mexico, Albuquerque, NM, USA
| | - Grace Thompson
- School of Medicine, University of New Mexico, Albuquerque, NM, USA
| | - Myranda Robinson
- School of Medicine, University of New Mexico, Albuquerque, NM, USA
| | - Christian A Bowers
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA -
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM, USA
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12
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Somnuke P, Srishewachart P, Jiraphorncharas C, Khempetch A, Weeranithan J, Suraarunsumrit P, Srinonprasert V, Siriussawakul A. Early postoperative neurocognitive complications in elderly patients: comparing those with and without preexisting mild cognitive impairment- a prospective study. BMC Geriatr 2024; 24:84. [PMID: 38253999 PMCID: PMC10804619 DOI: 10.1186/s12877-024-04663-5] [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: 08/22/2023] [Accepted: 01/03/2024] [Indexed: 01/24/2024] Open
Abstract
BACKGROUND As societies age, increasing numbers of older adults undergo surgeries with anesthesia. Postoperative delirium (POD) and postoperative cognitive dysfunction (POCD) frequently occur in older surgical patients. Most of these patients already have preoperative mild cognitive impairment (MCI). However, the correlation between MCI and POD remains unclear. This study aimed to determine the incidence of POD in elderly patients with and without preexisting MCI. METHODS A prospective study enrolled patients aged 60 years and above scheduled for major surgeries between December 2017 and April 2022. Preoperative MCI was determined by a Montreal Cognitive Assessment (MoCA) score between 18 and 24. POD was diagnosed using criteria from the fifth edition of the Diagnostic and Statistical Manual of Mental Disorders (DSM-5). POCD was characterized by a MoCA score reduction of 2 or more points from the preoperative score. The primary outcome was the incidence of POD within the first 72 h postoperatively. Secondary outcomes encompassed other postoperative complications, including POCD. RESULTS The study comprised 223 elderly patients with MCI and 56 without MCI. The incidence of POD was 16.6% in the MCI group and 14.3% in the non-MCI group (P = 0.839). POCD occurred in 24.3% of MCI patients and 50% of non-MCI patients (P = 0.001). There were no significant differences in other postoperative complications between the groups. Postoperatively, the MCI group notably declined in visuospatial, attention, and orientation domains, while the non-MCI group declined in all domains except delayed recall. CONCLUSIONS The incidence of POD was similar in the MCI and non-MCI groups. However, the non-MCI group demonstrated a higher incidence of POCD than the MCI group. This was identified by a reduction in postoperative MoCA scores for the visuospatial, naming, attention, language, abstraction, and orientation domains. These findings underscore the importance of postoperative cognitive assessments for both elderly patients with preexisting MCI and those with previously intact cognitive functions. TRIAL REGISTRATION This trial was retrospectively registered in the Thai Clinical Trials Registry on 15/01/2019 (registration number: TCTR20190115001).
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Affiliation(s)
- Pawit Somnuke
- Department of Anesthesiology, Faculty of Medicine Siriraj Hospital, Mahidol University, 10700, Bangkok, Thailand
| | - Pensiri Srishewachart
- Department of Anesthesiology, Faculty of Medicine Siriraj Hospital, Mahidol University, 10700, Bangkok, Thailand
| | - Chalita Jiraphorncharas
- Faculty of Medicine, Integrated Perioperative Geriatric Excellent Research Center, Siriraj Hospital, Mahidol University, 10700, Bangkok, Thailand
| | | | | | - Patumporn Suraarunsumrit
- Division of Geriatric Medicine, Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, 10700, Bangkok, Thailand
| | - Varalak Srinonprasert
- Faculty of Medicine, Integrated Perioperative Geriatric Excellent Research Center, Siriraj Hospital, Mahidol University, 10700, Bangkok, Thailand
- Division of Geriatric Medicine, Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, 10700, Bangkok, Thailand
| | - Arunotai Siriussawakul
- Department of Anesthesiology, Faculty of Medicine Siriraj Hospital, Mahidol University, 10700, Bangkok, Thailand.
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13
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Pedro KM, Alvi MA, Hejrati N, Moghaddamjou A, Fehlings MG. Elderly Patients Show Substantial Improvement in Health-Related Quality of Life After Surgery for Degenerative Cervical Myelopathy Despite Medical Frailty: An Ambispective Analysis of a Multicenter, International Data Set. Neurosurgery 2024:00006123-990000000-01016. [PMID: 38197642 DOI: 10.1227/neu.0000000000002818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Accepted: 11/17/2023] [Indexed: 01/11/2024] Open
Abstract
BACKGROUND AND OBJECTIVES We assessed the relationship between Modified Frailty Index-5 (mFI-5) and neurological outcomes, as well as health-related quality of life (HRQoL) measures, in elderly patients with degenerative cervical myelopathy (DCM) after surgery. METHODS Data from 3 major DCM trials (the Arbeitsgemeinschaft für Osteosynthesefragen Spine Cervical Spondylotic Myelopathy-North America, Cervical Spondylotic Myelopathy-International, and CSM-PROTECT studies) were combined, involving 1047 subjects with moderate to severe myelopathy. Patients older than 60 years with 6-month and 1-year postoperative data were analyzed. Neurological outcome was assessed using the modified Japanese Orthopaedic Association score, while HRQoL was measured using the 36-Item Short Form Health Survey (SF-36) (both Physical Component Summary [SF-36 PCS] and Mental Component Summary [SF-36 MCS] scores) and the Neck Disability Index. Frail (mFI ≥2) and nonfrail (mFI = 0-1) cohorts were compared using univariate paired statistics. RESULTS The final analysis included 261 patients (62.5% male), with a mean age of 71 years (95% CI 70.7-72). Frail patients (mFI ≥2) had lower baseline modified Japanese Orthopaedic Association scores (10.45 vs 11.96, P < .001), SF-36 PCS scores (32.01 vs 36.51, P < .001), and SF-36 MCS scores (39.32 vs 45.24, P < .001). At 6-month follow-up, SF-36 MCS improved by a mean (SD) of 7.19 (12.89) points in frail vs 2.91 (11.11) points in the nonfrail group (P = .016). At 1 year after surgery, frail patients showed greater improvement in both SF-36 PCS and SF-36 MCS composite scores compared with nonfrail patients (7.81 vs 4.49, P = .038, and 7.93 vs 3.01, P = .007, respectively). Bivariate regression analysis revealed that higher mFI-5 scores correlated with more substantial improvement in overall mental status at 6 months and 1 year (P = .024 and P = .009, respectively). CONCLUSION mFI-5 is a clinically helpful signature to reflect the HRQoL status among elderly patients with DCM. Despite preoperative medical frailty, elderly patients with DCM experience significant HRQoL improvement after surgery. These findings enable clinicians to identify elderly patients with modifiable comorbidities and provide informed counseling on anticipated outcomes. LEVEL OF EVIDENCE II.
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Affiliation(s)
- Karlo M Pedro
- Division of Neurosurgery and Spine Program, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
| | - Mohammed Ali Alvi
- Division of Neurosurgery and Spine Program, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
| | - Nader Hejrati
- Division of Neurosurgery and Spine Program, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Division of Genetics and Development, Krembil Brain Institute, University Health Network, Toronto, Ontario, Canada
| | - Ali Moghaddamjou
- Division of Neurosurgery and Spine Program, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
| | - Michael G Fehlings
- Division of Neurosurgery and Spine Program, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
- Division of Genetics and Development, Krembil Brain Institute, University Health Network, Toronto, Ontario, Canada
- Division of Neurosurgery, Krembil Neuroscience Centre, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
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14
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Varela S, Thommen R, Rumalla K, Faraz Kazim S, Couldwell WT, Schmidt MH, Bowers CA. The risk analysis index demonstrates superior discriminative ability in predicting extended length of stay in pituitary adenoma resection patients when compared to the 5-point modified frailty index. World Neurosurg X 2024; 21:100259. [PMID: 38292022 PMCID: PMC10826816 DOI: 10.1016/j.wnsx.2023.100259] [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] [Received: 12/31/2022] [Revised: 07/06/2023] [Accepted: 11/28/2023] [Indexed: 02/01/2024] Open
Abstract
Objective To compare the predictive abilities of two frailty indices on post-operative morbidity and mortality in patients undergoing pituitary adenoma resection. Methods The National Surgical Quality Improvement Program (NSQIP) database was used to retrospectively collect data for patients undergoing pituitary adenoma resection between 2015-2019. To compare the predictive abilities of two of the most common frailty indices, the 5-point modified frailty index (mFI-5) and the risk analysis index (RAI), receiver operating curve analysis (ROC) and area under the curve (AUC)/Cstatistic were used. Results In our cohort of 1,454 patients, the RAI demonstrated superior discriminative ability to the mFI-5 in predicting extended length of stay (C-statistic 0.59, 95% CI 0.56-0.62 vs. C-statistic 0.51, 95% CI: 0.48-0.54, p = 0.0002). The RAI only descriptively appeared superior to mFI-5 in determining mortality (C-statistic 0.89, 95% CI 0.74-0.99 vs. Cstatistic 0.63, 95% CI 0.61-0.66, p=0.11), and NHD (C-statistic 0.68, 95% CI 0.60-0.76 vs. C-statistic 0.60, 95% CI: 0.57-0.62, p=0.15). Conclusions Pituitary adenomas account for one of the most common brain tumors in the general population, with resection being the preferred treatment for patients with most hormone producing tumors or those causing compressive symptoms. Although pituitary adenoma resection is generally safe, patients who experience post-operative complications frequently share similar pre-operative characteristics and comorbidities. Therefore, appropriate pre-operative risk stratification is imperative for adequate patient counseling and informed consent in these patients. Here we present the first known report showing the superior discriminatory ability of the RAI in predicting eLOS when compared to the mFI-5.
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Affiliation(s)
- Samantha Varela
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, USA
| | - Rachel Thommen
- School of Medicine, New York Medical College (NYMC), Valhalla, NY, USA
| | - Kavelin Rumalla
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, USA
| | - Syed Faraz Kazim
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, USA
| | - William T. Couldwell
- Department of Neurosurgery, Clinical Neurosciences Center, University of Utah, Salt Lake City, UT, USA
| | - Meic H. Schmidt
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, USA
| | - Christian A. Bowers
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, USA
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15
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Jackson-Fowl B, Hockley A, Naessig S, Ahmad W, Pierce K, Smith JS, Ames C, Shaffrey C, Bennett-Caso C, Williamson TK, McFarland K, Passias PG. Adult cervical spine deformity: a state-of-the-art review. Spine Deform 2024; 12:3-23. [PMID: 37776420 DOI: 10.1007/s43390-023-00735-5] [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: 08/27/2020] [Accepted: 07/01/2023] [Indexed: 10/02/2023]
Abstract
Adult cervical deformity is a structural malalignment of the cervical spine that may present with variety of significant symptomatology for patients. There are clear and substantial negative impacts of cervical spine deformity, including the increased burden of pain, limited mobility and functionality, and interference with patients' ability to work and perform everyday tasks. Primary cervical deformities develop as the result of a multitude of different etiologies, changing the normal mechanics and structure of the cervical region. In particular, degeneration of the cervical spine, inflammatory arthritides and neuromuscular changes are significant players in the development of disease. Additionally, cervical deformities, sometimes iatrogenically, may present secondary to malalignment or correction of the thoracic, lumbar or sacropelvic spine. Previously, classification systems were developed to help quantify disease burden and influence management of thoracic and lumbar spine deformities. Following up on these works and based on the relationship between the cervical and distal spine, Ames-ISSG developed a framework for a standardized tool for characterizing and quantifying cervical spine deformities. When surgical intervention is required to correct a cervical deformity, there are advantages and disadvantages to both anterior and posterior approaches. A stepwise approach may minimize the drawbacks of either an anterior or posterior approach alone, and patients should have a surgical plan tailored specifically to their cervical deformity based upon symptomatic and radiographic indications. This state-of-the-art review is based upon a comprehensive overview of literature seeking to highlight the normal cervical spine, etiologies of cervical deformity, current classification systems, and key surgical techniques.
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Affiliation(s)
- Brendan Jackson-Fowl
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Medical Center, NY Spine Institute, 301 East 17th St, New York, NY, 10003, USA
| | - Aaron Hockley
- Department of Neurosurgery, University of Alberta, Edmonton, AB, USA
| | - Sara Naessig
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Medical Center, NY Spine Institute, 301 East 17th St, New York, NY, 10003, USA
| | - Waleed Ahmad
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Medical Center, NY Spine Institute, 301 East 17th St, New York, NY, 10003, USA
| | - Katherine Pierce
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Medical Center, NY Spine Institute, 301 East 17th St, New York, NY, 10003, USA
| | - Justin S Smith
- Department of Neurosurgery, University of Virginia Medical Center, Charlottesville, VA, USA
| | - Christopher Ames
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
| | - Christopher Shaffrey
- Department of Neurosurgery, University of Virginia Medical Center, Charlottesville, VA, USA
| | - Claudia Bennett-Caso
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Medical Center, NY Spine Institute, 301 East 17th St, New York, NY, 10003, USA
| | - Tyler K Williamson
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Medical Center, NY Spine Institute, 301 East 17th St, New York, NY, 10003, USA
| | - Kimberly McFarland
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Medical Center, NY Spine Institute, 301 East 17th St, New York, NY, 10003, USA
| | - Peter G Passias
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Medical Center, NY Spine Institute, 301 East 17th St, New York, NY, 10003, USA.
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Elsamadicy AA, Sayeed S, Sherman JJZ, Craft S, Reeves BC, Lo SFL, Shin JH, Sciubba DM. Impact of Preoperative Frailty on Outcomes in Patients with Cervical Spondylotic Myelopathy Undergoing Anterior vs. Posterior Cervical Surgery. J Clin Med 2023; 13:114. [PMID: 38202121 PMCID: PMC10779741 DOI: 10.3390/jcm13010114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 12/15/2023] [Accepted: 12/22/2023] [Indexed: 01/12/2024] Open
Abstract
Introduction: Frailty has been shown to negatively influence patient outcomes across many disease processes, including in the cervical spondylotic myelopathy (CSM) population. The aim of this study was to assess the impact that frailty has on patients with CSM who undergo anterior cervical discectomy and fusion (ACDF) or posterior cervical decompression and fusion (PCDF). Materials and Methods: A retrospective cohort study was performed using the 2016-2019 national inpatient sample. Adult patients (≥18 years old) undergoing ACDF only or PCDF only for CSM were identified using ICD codes. The patients were categorized based on receipt of ACDF or PCDF and pre-operative frailty status using the 11-item modified frailty index (mFI-11): pre-Frail (mFI = 1), frail (mFI = 2), or severely frail (mFI ≥ 3). Patient demographics, comorbidities, operative characteristics, perioperative adverse events (AEs), and healthcare resource utilization were assessed. Multivariate logistic regression analyses were used to identify independent predictors of extended length of stay (LOS) and non-routine discharge (NRD). Results: A total of 37,990 patients were identified, of which 16,665 (43.9%) were in the pre-frail cohort, 12,985 (34.2%) were in the frail cohort, and 8340 (22.0%) were in the severely frail cohort. The prevalence of many comorbidities varied significantly between frailty cohorts. Across all three frailty cohorts, the incidence of AEs was greater in patients who underwent PCDF, with dysphagia being significantly more common in patients who underwent ACDF. Additionally, the rate of adverse events significantly increased between ACDF and PCDF with respect to increasing frailty (p < 0.001). Regarding healthcare resource utilization, LOS and rate of NRD were significantly greater in patients who underwent PCDF in all three frailty cohorts, with these metrics increasing with frailty in both ACDF and PCDF cohorts (LOS: p < 0.001); NRD: p < 0.001). On a multivariate analysis of patients who underwent ACDF, frailty and severe frailty were found to be independent predictors of extended LOS [(frail) OR: 1.39, p < 0.001; (severely frail) OR: 2.25, p < 0.001] and NRD [(frail) OR: 1.49, p < 0.001; (severely frail) OR: 2.22, p < 0.001]. Similarly, in patients who underwent PCDF, frailty and severe frailty were found to be independent predictors of extended LOS [(frail) OR: 1.58, p < 0.001; (severely frail) OR: 2.45, p < 0.001] and NRD [(frail) OR: 1.55, p < 0.001; (severely frail) OR: 1.63, p < 0.001]. Conclusions: Our study suggests that preoperative frailty may impact outcomes after surgical treatment for CSM, with more frail patients having greater health care utilization and a higher rate of adverse events. The patients undergoing PCDF ensued increased health care utilization, compared to ACDF, whereas severely frail patients undergoing PCDF tended to have the longest length of stay and highest rate of non-routine discharge. Additional prospective studies are necessary to directly compare ACDF and PCDF in frail patients with CSM.
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Affiliation(s)
- Aladine A. Elsamadicy
- Department of Neurosurgery, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Sumaiya Sayeed
- Department of Neurosurgery, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Josiah J. Z. Sherman
- Department of Neurosurgery, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Samuel Craft
- Department of Neurosurgery, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Benjamin C. Reeves
- Department of Neurosurgery, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Sheng-Fu Larry Lo
- Department of Neurosurgery, Zucker School of Medicine at Hofstra, Long Island Jewish Medical Center, North Shore University Hospital, Northwell Health, Manhasset, NY 11030, USA
| | - John H. Shin
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Daniel M. Sciubba
- Department of Neurosurgery, Zucker School of Medicine at Hofstra, Long Island Jewish Medical Center, North Shore University Hospital, Northwell Health, Manhasset, NY 11030, USA
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17
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Roy JM, Segura AC, Rumalla K, Skandalakis GP, Covell MM, Bowers CA. A Predictive Model of Failure to Rescue After Thoracolumbar Fusion. Neurospine 2023; 20:1337-1345. [PMID: 38171301 PMCID: PMC10762394 DOI: 10.14245/ns.2346840.420] [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: 08/15/2023] [Revised: 09/30/2023] [Accepted: 10/01/2023] [Indexed: 01/05/2024] Open
Abstract
OBJECTIVE Although failure to rescue (FTR) has been utilized as a quality-improvement metric in several surgical specialties, its current utilization in spine surgery is limited. Our study aims to identify the patient characteristics that are independent predictors of FTR among thoracolumbar fusion (TLF) patients. METHODS Patients who underwent TLF were identified using relevant diagnostic and procedural codes from the National Surgical Quality Improvement Program (NSQIP) database from 2011-2020. Frailty was assessed using the risk analysis index (RAI). FTR was defined as death, within 30 days, following a major complication. Univariate and multivariable analyses were used to compare baseline characteristics and early postoperative sequelae across FTR and non-FTR cohorts. Receiver operating characteristic (ROC) curve analysis was used to assess the discriminatory accuracy of the frailty-driven predictive model for FTR. RESULTS The study cohort (N = 15,749) had a median age of 66 years (interquartile range, 15 years). Increasing frailty, as measured by the RAI, was associated with an increased likelihood of FTR: odds ratio (95% confidence interval [CI]) is RAI 21-25, 1.3 [0.8-2.2]; RAI 26-30, 4.0 [2.4-6.6]; RAI 31-35, 7.0 [3.8-12.7]; RAI 36-40, 10.0 [4.9-20.2]; RAI 41- 45, 21.5 [9.1-50.6]; RAI ≥ 46, 45.8 [14.8-141.5]. The frailty-driven predictive model for FTR demonstrated outstanding discriminatory accuracy (C-statistic = 0.92; CI, 0.89-0.95). CONCLUSION Baseline frailty, as stratified by type of postoperative complication, predicts FTR with outstanding discriminatory accuracy in TLF patients. This frailty-driven model may inform patients and clinicians of FTR risk following TLF and help guide postoperative care after a major complication.
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Affiliation(s)
- Joanna M. Roy
- Topiwala National Medical College, Mumbai, India
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Sandy, UT, USA
| | - Aaron C. Segura
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Sandy, UT, USA
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, USA
| | - Kranti Rumalla
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Sandy, UT, USA
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Georgios P. Skandalakis
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Sandy, UT, USA
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, USA
| | - Michael M. Covell
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Sandy, UT, USA
- School of Medicine, Georgetown University, Washington, DC, USA
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18
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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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19
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Roy JM, Bangash AH, Skandalakis GP, Bowers CA. Frailty indices in patients undergoing surgical resection of brain metastases: a systematic review. Neurosurg Rev 2023; 46:267. [PMID: 37815634 DOI: 10.1007/s10143-023-02174-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Revised: 09/16/2023] [Accepted: 10/02/2023] [Indexed: 10/11/2023]
Abstract
Brain metastases are a relatively common occurrence in patients with primary malignancies, with an incidence ranging from 9 to 17%. Their prevalence has increased due to treatment advancements that have led to improved survival in cancer patients. Frailty has demonstrated the ability to outperform greater patient age in surgical decision-making by predicting postoperative adverse events that include mortality, extended length of hospital stay, non-routine discharge disposition, and postoperative complications. Although predictive models based on frailty have been increasingly utilized in literature, their generalizability remains questionable due to inadequacies in model development and validation. Our systematic review describes development and validation cohorts of frailty indices used in patients undergoing surgical resection of brain metastases and serves as a guide to their incorporation in the outpatient clinical setting. A systematic review of literature was performed using PubMed and Google Scholar. Articles that reported outcomes using frailty indices in patients undergoing surgical resection of brain metastases were included. The Newcastle Ottawa Scale (NOS) was used to assess for risk of bias across individual studies. Studies with NOS > 5 were considered high quality. We identified 238 articles through our search strategy. After a title and abstract screen, followed by a full text review, 9 articles met criteria for inclusion. The 5- and 11-factor modified frailty indices were most frequently utilized (n = 4). Five studies utilized single-hospital databases, and four utilized nationwide databases. Six studies were considered high-quality based on the NOS. Although frailty indices have demonstrated the ability to predict outcomes in patients undergoing surgical resection of brain metastases, further validation of these indices is necessary prior to their incorporation in clinical practice.
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Affiliation(s)
- Joanna M Roy
- Topiwala National Medical College, Mumbai, India
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, 87122, USA
| | | | - Georgios P Skandalakis
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, 87131, USA
| | - Christian A Bowers
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, 87122, USA.
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20
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Castel X, Pelletier JB, Sulpis B, Charier D, Buhot B, Mihail G, Carlioz V, Barral-Clavel F, Sylvain G, Tetard MC, Vassal F. MFI-11 Predicts Post-Operative Serious Complications in Patients Undergoing Surgery for Odontoid Fractures. Global Spine J 2023:21925682231205103. [PMID: 37776203 DOI: 10.1177/21925682231205103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/02/2023] Open
Abstract
STUDY DESIGN Retrospective Cohort. OBJECTIVES The objective of this study was to analyze postoperative complications in different mFI-11 groups after surgery for odontoid fractures in a geriatric population. METHODS A single center retrospective review of odontoid fractures surgery (between 2013 and 2022) in patients aged 65 years and older was conducted. The primary outcome was the occurrence of a major complication (Calvien-Dindo ≥4) within 30 days post-surgery. The secondary outcome was the occurrence of a major complication within 3 months after surgery, and death within 1-month post-surgery. Survival curve, multi-variate analysis was performed and adjusted receiver operating characteristic curves were generated. RESULTS There were 92 patients included in this study, with a mean age of 80.5 years. Serious complication occurred for 16 patients (17%) during hospitalization. Multivariate analysis demonstrated an mFI 11 >.27 was strongly and independently associated with serious complications within 1-month post-surgery (OR = 16.7, 95% CI = 4.50-83), as well as serious complications within 3 months post-surgery (OR = 11.8, 95% CI = 3.48-49.1) and death within 1 month post-surgery (OR = 11.7; 95% CI = 3.02-60.4). The Receiver Operator Characteristics (ROC) curves for the three models all have an Area Under the Curve (AUC) value greater than 0.7. CONCLUSIONS The mFI-11 is a straightforward and validated tool that can be used during the preoperative period to identify the patient's level of frailty and assess their risk of postoperative complications. Patients with mFI-11 ≥.27 are at greater risk of serious complications within 1 and 3 months' post-surgery and death within 1 month post-surgery.
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Affiliation(s)
- Xavier Castel
- Neurosurgery Department, Centre Hospitalier Universitaire de Saint-Etienne, Saint-Etienne, France
| | - Jean-Baptiste Pelletier
- Neurosurgery Department, Centre Hospitalier Universitaire de Saint-Etienne, Saint-Etienne, France
| | - Benoit Sulpis
- Neurosurgery Department, Centre Hospitalier Universitaire de Saint-Etienne, Saint-Etienne, France
| | - David Charier
- Neurosurgery Department, Centre Hospitalier Universitaire de Saint-Etienne, Saint-Etienne, France
| | - Benjamin Buhot
- Neurosurgery Department, Centre Hospitalier Universitaire de Saint-Etienne, Saint-Etienne, France
| | - Gurschi Mihail
- Neurosurgery Department, Centre Hospitalier Universitaire de Saint-Etienne, Saint-Etienne, France
| | - Violette Carlioz
- Dermatology Department, Centre Hospitalier de Firminy, Firminy, France
| | - Fanelie Barral-Clavel
- Neurosurgery Department, Centre Hospitalier Universitaire de Saint-Etienne, Saint-Etienne, France
| | - Granges Sylvain
- Radiology Department, Centre Hospitalier Universitaire de Saint-Etienne, Saint-Etienne, France
| | - Marie-Charlotte Tetard
- Neurosurgery Department, Centre Hospitalier Universitaire de Saint-Etienne, Saint-Etienne, France
| | - Francois Vassal
- Neurosurgery Department, Centre Hospitalier Universitaire de Saint-Etienne, Saint-Etienne, France
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21
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Seitz ML, Katz A, Strigenz A, Song J, Verma RB, Virk S, Silber J, Essig D. Modified frailty index independently predicts morbidity in patients undergoing 3-column osteotomy. Spine Deform 2023; 11:1177-1187. [PMID: 37074517 DOI: 10.1007/s43390-023-00685-y] [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: 04/13/2022] [Accepted: 04/01/2023] [Indexed: 04/20/2023]
Abstract
PURPOSE Adult Spinal Deformity (ASD) includes a spectrum of spinal conditions that can be associated with significant pain and loss of function. While 3-column osteotomies have been the procedures of choice for ASD patients, there is also a substantial risk for complications. The prognostic value of the modified 5-item frailty index (mFI-5) for these procedures has not yet been studied. The goal of this study is to evaluate the association of mFI-5 with 30-day morbidity, readmission, and reoperation following a 3-column osteotomy. METHODS The National Surgical Quality Improvement Program (NSQIP) database was queried to identify patients undergoing 3-Column Osteotomy procedures from 2011-2019. Multivariate modeling was utilized to assess mFI-5 and other demographic, comorbidity, laboratory, and perioperative variables as independent predictors of morbidity, readmission, and reoperation. RESULTS N = 971. Multivariate analysis revealed that mFI-5 = 1 (OR = 1.62, p = 0.015) and mFI-5 ≥ 2 (OR = 2.17, p = 0.004) were significant independent predictors of morbidity. mFI-5 ≥ 2 was a significant independent predictor of readmission (OR = 2.16, p = 0.022) while mFI-5 = 1 was not a significant predictor of readmission (p = 0.053). Frailty did not predict reoperation. CONCLUSION Frailty as defined by mFI-5 strongly and independently predicted increased odds of postoperative morbidity for patients undergoing 3-column osteotomy as surgical intervention for ASD. Only mFI-5 ≥ 2 was a significant independent predictor of readmission, while frailty did not predict reoperation. Other variables independently predicted increased and decreased odds of postoperative morbidity, readmission, and reoperation. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Mitchell Lee Seitz
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, 270-05 76th Avenue, New Hyde Park, NY, 11040, USA.
| | - Austen Katz
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, 270-05 76th Avenue, New Hyde Park, NY, 11040, USA
| | - Adam Strigenz
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, 270-05 76th Avenue, New Hyde Park, NY, 11040, USA
| | - Junho Song
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, 270-05 76th Avenue, New Hyde Park, NY, 11040, USA
| | - Rohit B Verma
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, 270-05 76th Avenue, New Hyde Park, NY, 11040, USA
| | - Sohrab Virk
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, 270-05 76th Avenue, New Hyde Park, NY, 11040, USA
| | - Jeff Silber
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, 270-05 76th Avenue, New Hyde Park, NY, 11040, USA
| | - David Essig
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, 270-05 76th Avenue, New Hyde Park, NY, 11040, USA
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22
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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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23
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Kassicieh AJ, Rumalla K, Segura AC, Kazim SF, Vellek J, Schmidt MH, Shin PC, Bowers CA. Endoscopic and Nonendoscopic Approaches to Single-Level Lumbar Spine Decompression: Propensity Score-Matched Comparative Analysis and Frailty-Driven Predictive Model. Neurospine 2023; 20:119-128. [PMID: 37016860 PMCID: PMC10080425 DOI: 10.14245/ns.2346110.055] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 02/24/2023] [Indexed: 04/03/2023] Open
Abstract
Objective: The endoscopic spine surgery (ESS) approach is associated with high levels of patient satisfaction, shorter recovery time, and reduced complications. The present study reports multicenter, international data, comparing ESS and non-ESS approaches for singlelevel lumbar decompression, and proposes a frailty-driven predictive model for nonhome discharge (NHD) disposition.Methods: Cases of ESS and non-ESS lumbar spine decompression were queried from the American College of Surgeons National Surgical Quality Improvement Program database (2017–2020). Propensity score matching was performed on baseline characteristics frailty score (measured by risk analysis index [RAI] and modified frailty index-5 [mFI-5]). The primary outcome of interest was NHD disposition. A predictive model was built using logistic regression with RAI as the primary driver.Results: Single-level nonfusion spine lumbar decompression surgery was performed in 38,686 patients. Frailty, as measured by RAI, was a reliable predictor of NHD with excellent discriminatory accuracy in receiver operating characteristic (ROC) curve analysis: C-statistic: 0.80 (95% confidence interval [CI], 0.65–0.94) in ESS cohort, C-statistic: 0.75 (95% CI, 0.73–0.76) overall cohort. After propensity score matching, there was a reduction in total operative time (89 minutes vs. 103 minutes, p = 0.049) and hospital length of stay (LOS) (0.82 days vs. 1.37 days, p < 0.001) in patients treated endoscopically. In ROC curve analysis, the frailty-driven predictive model performed with excellent diagnostic accuracy for the primary outcome of NHD (C-statistic: 0.87; 95% CI, 0.85–0.88).Conclusion: After frailty-based propensity matching, ESS is associated with reduced operative time, shorter hospital LOS, and decreased NHD. The RAI frailty-driven model predicts NHD with excellent diagnostic accuracy and may be applied to preoperative decisionmaking with a user-friendly calculator: nsgyfrailtyoutcomeslab.shinyapps.io/lumbar_decompression_dischargedispo.
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Affiliation(s)
- Alexander J. Kassicieh
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, USA
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA
| | - Kavelin Rumalla
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, USA
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA
| | - Aaron C. Segura
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, USA
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA
| | - Syed Faraz Kazim
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, USA
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA
| | - John Vellek
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA
- School of Medicine, New York Medical College (NYMC), Valhalla, NY, USA
| | - Meic H. Schmidt
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, USA
| | - Peter C. Shin
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, USA
| | - Christian A. Bowers
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, USA
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA
- Corresponding Author Christian A. Bowers Department of Neurosurgery, University of New Mexico Health Sciences Center, 1 University New Mexico, MSC10 5615, Albuquerque, NM 81731, USA
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Obed D, Knoedler S, Salim M, Gulbis N, Dastagir N, Dastagir K, Bingöl AS, Vogt PM. The modified 5-item frailty index as a predictor of complications in burn patients. JPRAS Open 2023; 36:62-71. [PMID: 37179743 PMCID: PMC10172613 DOI: 10.1016/j.jpra.2023.03.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 03/05/2023] [Indexed: 03/16/2023] Open
Abstract
The modified 5-item frailty index (mFI-5), as a measure of frailty and biological age, has been shown to be a reliable predictor of complications and mortality in a variety of surgical specialties. However, its role in burn care remains to be fully elucidated. We, therefore, correlated frailty with in-hospital mortality and complications after burn injury. The medical charts of all burn patients admitted between 2007 and 2020 who had ≥ 10 % of their total body surface area affected were retrospectively reviewed. Data on clinical, demographic, and outcome parameters were collected and evaluated, and mFI-5 was calculated on the basis of the data obtained. Univariate and multivariate regression analyses were used to investigate the association between mFI-5 and medical complications and in-hospital mortality. A total of 617 burn patients were included in this study. Increasing mFI-5 scores were significantly associated with increased in-hospital mortality (p < 0.0001), myocardial infarction (p = 0.03), sepsis (p = 0.005), urinary tract infections (p = 0.006), and perioperative blood transfusions (p = 0.0004). They were also associated with an increase in the length of hospital stay and the number of surgical procedures, albeit without statistical significance. An mFI-5 score of ≥ 2 was a significant predictor of sepsis (odds ratio [OR] = 2.08; 95% confidence interval [CI]: 1.03 to 3.95; p = 0.04), urinary tract infection (OR = 2.82; 95% CI: 1.47 to 5.19; p = 0.002), and perioperative blood transfusions (OR = 2.61; 95% CI: 1.61 to 4.25; p = 0.0001). Multivariate logistic regression analysis revealed that an mFI-5 score of ≥ 2 was not an independent risk factor for in-hospital mortality (OR = 1.44; 95% CI: 0.61 to 3.37; p = 0.40). mFI-5 is a significant risk factor for only a few select complications in the burn population. It is not a reliable predictor of in-hospital mortality. Therefore, its utility as a risk stratification tool in the burn unit may be limited.
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Woldu S, Solumsmoen S, Bech-Azeddine R. Age and BMI equal Modified Frailty Index, Modified Charlson Comorbidity Index and ASA in predicting adverse events in spinal surgery for cervical degenerative diseases. Clin Neurol Neurosurg 2023; 228:107698. [PMID: 37028252 DOI: 10.1016/j.clineuro.2023.107698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 03/18/2023] [Accepted: 03/25/2023] [Indexed: 03/29/2023]
Abstract
OBJECTIVE To compare Modified Frailty Index (mFI), Modified Charlson Comorbidity (mCCI) and ASA with demographic data such as age, BMI and gender in the prediction of AEs obtained using a validated systematic reporting system in a prospective cohort undergoing cervical spine surgery. METHODS All adult patients undergoing spine surgery for cervical degenerative disease at our academic tertiary referral center from February 1, 2016, to January 31, 2017, were included. Morbidity and mortality were determined according to the predefined adverse event (AE) variables using the Spinal Adverse Events Severity (SAVES) System. Area under the curve (AUC) analyses from receiver operating characteristics (ROC) curves were used to assess the discriminative ability in predicting AEs for the comorbidity indices mFI, mCCI, ASA and for BMI, age and gender. RESULTS A total of 288 consecutive cervical cases were included. BMI was the most predictive demographic factor for an AE (AUC = 0.58), the most predictive comorbidity index was mCCI (AUC = 0.52). No combination of comorbidity indices or demographic factors reached a threshold of AUC ≥ 0.7 for AEs. As predictor of extended length of stay: age (AUC = 0.77), mFI (AUC = 0.70) and ASA (AUC = 0.70) were similar and fair. CONCLUSION Age and BMI equal mFI, mCCI and ASA in predicting postoperative AEs, amongst patients operated for cervical degenerative disease. No significant difference was found between mFI, mCCI and ASA in the discriminative abilities in predicting morbidity, based on prospectively collected AEs according to the SAVES grading system.
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Kassicieh CS, Kassicieh AJ, Rumalla K, Courville EN, Cole KL, Kazim SF, Bowers CA, Schmidt MH. Hospital-acquired infection following spinal tumor surgery: A frailty-driven pre-operative risk model. Clin Neurol Neurosurg 2023; 225:107591. [PMID: 36682302 DOI: 10.1016/j.clineuro.2023.107591] [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: 11/26/2022] [Revised: 01/06/2023] [Accepted: 01/08/2023] [Indexed: 01/13/2023]
Abstract
BACKGROUND Hospital-acquired infection (HAI) after spinal tumor resection surgery contributes to adverse patient outcomes and excess healthcare resource utilization. This study sought to develop a predictive model for HAI occurrence following surgery for spinal tumors. METHODS The National Surgical Quality Improvement Program (NSQIP) 2015-2019 database was queried for spinal tumor resections. Baseline demographics and preoperative clinical characteristics, including frailty, were analyzed. Frailty was measured by modified frailty score 5 (mFI-5) and risk analysis index (RAI). Univariate and multivariable analyses were performed to identify independent risk factors for HAI occurrence. A logit-based predictive model for HAI occurrence was designed and discriminative power was assessed via receiver operating characteristic (ROC) analysis. RESULTS Of 5883 patients undergoing spinal tumor surgery, HAI occurred in 574 (9.8 %). The HAI (vs. non-HAI) cohort was older and frailer with higher rates of preoperative functional dependence, chronic steroid use, chronic lung disease, coagulopathy, diabetes, hypertension, tobacco smoking, unintentional weight loss, and hypoalbuminemia (all P < 0.05). In multivariable analysis, independent predictors of HAI occurrence included severe frailty (mFI-5, OR: 2.3, 95 % CI: 1.1-5.2, P = 0.035), nonelective surgery (OR: 1.7, 95 % CI: 1.1-2.4, P = 0.007), and hypoalbuminemia (OR: 1.5, 95 % CI: 1.1-2.2, P = 0.027). A logistic regression model with frailty score alongside age, race, BMI, elective vs. non-elective surgery, and pre-operative labs have predicted HAI occurrence with a C-statistic of 0.68 (95 % CI: 0.64-0.72). CONCLUSIONS HAI occurrence after spinal tumor surgery can be predicted by standardized frailty metrics, mFI-5 and RAI-rev, alongside routinely measured preoperative characteristics (demographics, comorbidities, pre-operative labs).
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Affiliation(s)
- Christian S Kassicieh
- Burrell College of Osteopathic Medicine, Las Cruces, NM, USA; Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM 87131, USA
| | - Alexander J Kassicieh
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM 87131, USA; Department of Neurosurgery, University of New Mexico, Albuquerque, NM 87131, USA
| | - Kavelin Rumalla
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM 87131, USA; Department of Neurosurgery, University of New Mexico, Albuquerque, NM 87131, USA
| | - Evan N Courville
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM 87131, USA; Department of Neurosurgery, University of New Mexico, Albuquerque, NM 87131, USA
| | - Kyril L Cole
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM 87131, USA; School of Medicine, University of Utah, Salt Lake City, UT 84132, USA
| | - Syed Faraz Kazim
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM 87131, USA; Department of Neurosurgery, University of New Mexico, Albuquerque, NM 87131, USA
| | - Christian A Bowers
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM 87131, USA; Department of Neurosurgery, University of New Mexico, Albuquerque, NM 87131, USA
| | - Meic H Schmidt
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM 87131, USA; Department of Neurosurgery, University of New Mexico, Albuquerque, NM 87131, USA.
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Chow AL, Karius AK, Broderick KP, Cooney CM. Frailty is the New Age: A Retrospective Study of Modified Frailty Index for Preoperative Risk Assessment in Autologous Breast Reconstruction. J Reconstr Microsurg 2023; 39:81-91. [PMID: 36691382 DOI: 10.1055/s-0042-1743566] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
BACKGROUND Age is a poor predictor of postoperative outcomes in breast reconstruction necessitating new methods for risk-stratifying patients preoperatively. The 5-item modified frailty index (mFI-5) is a validated measure of frailty which assesses patients' global health. The purpose of this study was to compare the effectiveness of mFI-5 and age as independent predictors of 30-day postoperative complications following autologous breast reconstruction. METHODS Patients who underwent autologous breast reconstruction between 2005 and 2019 were identified from the American College of Surgeons National Surgical Quality Improvement Program. Patients were stratified based on presence of major, minor, both minor and major, and no complications. Univariate and multivariate logistic regression were performed to determine the predictive power of mFI-5, age, and other preoperative risk factors for development of minor and major 30-day postoperative complications in all patients and stratified by flap type. RESULTS A total of 25,215 patients were included: 20,366 (80.8%) had no complications, 2,009 (8.0%) had minor complications, 1,531 (6.1%) had major complications, and 1,309 (5.2%) had both minor and major complications. Multivariate regression demonstrated age was not a predictor of minor (odds ratio [OR]: 1.0, p = 0.045), major (OR: 1.0, p = 0.367), or both minor and major (OR: 1.0, p = 0.908) postoperative complications. mFI-5 was a significant predictor of minor complications for mFI-5 scores 1 (OR: 1.3, p < 0.001), 2 (OR: 1.8, p < 0.001), and 3 (OR: 2.8, p = 0.043). For major complications, mFI-5 was a significant predictor for scores 1 (OR: 1.2, p = 0.011) and 2 (OR: 1.3, p = 0.03). CONCLUSION Compared with age, mFI-5 scores were better predictors of 30-day postoperative complications following autologous breast reconstruction regardless of flap type. Additionally, higher mFI-5 scores were associated with increased odds of minor and major complications. Our findings indicate that reconstructive breast surgeons should consider using the mFI-5 in lieu of age to risk-stratify patients prior to autologous breast reconstruction surgery.
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Affiliation(s)
- Amanda L Chow
- Department of Plastic and Reconstructive Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Division of Plastic and Reconstructive Surgery, Rutgers New Jersey Medical School, Newark, New Jersey
| | - Alexander K Karius
- Department of Plastic and Reconstructive Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Kristen P Broderick
- Department of Plastic and Reconstructive Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Carisa M Cooney
- Department of Plastic and Reconstructive Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
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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: 10.0] [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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Impact of the preoperative nutritional status on postoperative kyphosis in geriatric patients undergoing cervical laminoplasty. 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; 32:374-381. [PMID: 36471185 DOI: 10.1007/s00586-022-07481-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 11/27/2022] [Indexed: 12/12/2022]
Abstract
PURPOSE This study aimed to determine the association of preoperative malnutrition with an increased risk of cervical kyphosis after laminoplasty in geriatric patients with cervical spondylotic myelopathy (CSM). METHODS Geriatric patients who underwent cervical laminoplasty were included. Malnutrition was defined as a geriatric nutritional risk index < 98 before surgery. The C2-7 angle and the global alignment parameters were analyzed on standing radiographs. The postoperative kyphosis was defined as a C2-7 angle < 0° during a 2-year follow-up. RESULTS Ninety patients without preoperative kyphotic alignment were enrolled (mean age, 73.5 years old; 41.1% female). Twenty-one patients (23.3%) had malnutrition status (74.2 years old). Preoperatively, the global alignment parameters were comparable between the malnutrition and normal nutrition groups (SVA, 43.3 mm vs. 42.4 mm; T1S, 29.7° vs. 28.4°; TPA, 21.4° vs. 17.8°), with no significant difference in the C2-7 angle (15.1° vs. 15.2°). At 2 years postoperatively, the malnutrition group showed a significantly lower C2-7 angle than the normal nutrition group (9.3° vs. 15.8°, P = 0.03). Postoperative kyphosis was more prevalent in the malnutrition group (33.3% vs. 7.2%, P = 0.005). The preoperative nutritional status and C2-7 angle were independent predictors of postoperative kyphosis. The predictive C2-7 angles differed by preoperative nutritional status (malnutrition group, 11°; normal nutrition group, 7°). CONCLUSION Among geriatric CSM patients, preoperative malnutrition was closely associated with the increased occurrence of cervical kyphosis after laminoplasty. Our results underscore the importance of preoperative nutritional assessment and management in geriatric populations undergoing cervical spine surgery, as malnutrition is a perioperative modifiable risk factor.
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The 5-factor modified Frailty Index (mFI-5) predicts adverse outcomes after elective Anterior Lumbar Interbody Fusion (ALIF). NORTH AMERICAN SPINE SOCIETY JOURNAL 2022; 13:100189. [PMID: 36579159 PMCID: PMC9791584 DOI: 10.1016/j.xnsj.2022.100189] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Revised: 11/29/2022] [Accepted: 11/30/2022] [Indexed: 12/12/2022]
Abstract
Background The 5-factor modified frailty index (mFI-5) has been shown to be a concise and effective tool for predicting adverse events following various spine procedures. However, there have been no studies assessing its utility in patients undergoing anterior lumbar interbody fusion (ALIF). Therefore, the aim of this study was to analyze the predictive capabilities of the mFI-5 for 30-day postoperative adverse events following elective ALIF. Methods The National Surgical Quality Improvement Program (NSQIP) database was queried from 2010 through 2019 to identify patients who underwent elective ALIF using Current Procedural Terminology (CPT) codes in patients over the age of 50. The mFI-5 score was calculated using variables for hypertension, congestive heart failure, comorbid diabetes, chronic obstructive pulmonary disease, and partially or fully dependent functional status which were each assigned 1 point. Univariate analysis and multivariate logistic regression models were utilized to identify the associations between mFI-5 scores, and 30-day rates of overall complications, readmissions, reoperations, and mortality. Results 11,711 patients were included (mFI-5=0: 4,026 patients, mFI-5=1: 5,392, mFI-5=2: 2,102, mFI-5=3+: 187. Multivariate logistic regression revealed that mFI-5 scores of 1 (OR: 2.2, CI: 1.2-4.2, p=0.02), 2 (OR: 3.6, CI: 1.8-7.3, p<0.001), and 3+ (OR: 7.0, CI: 2.5-19.3, p<0.001) versus a score of 0 were significant predictors of pneumonia. An mFI-5 score of 2 (OR: 1.3; CI: 1.01-1.6, p=0.04), and 3+ (OR: 1.9; CI: 1.1-3.1; p=0.01) were both independent predictors of related readmissions. An mFI score of 3+ was an independent predictor of any complication (OR: 1.5, CI: 1.01-2.2, p=0.004), UTI (OR: 2.4, CI: 1.1-5.2, p=0.02), and unplanned intubation (OR: 4.5, CI: 1.3-16.1, p=0.02). Conclusions The mFI-5 is an independent predictor for 30-day postoperative complications, readmissions, UTI, pneumonia, and unplanned intubations following elective ALIF surgery in adults over the age of 50.
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Kassicieh AJ, Rumalla K, Kazim SF, Asserson DB, Schmidt MH, Bowers CA. Preoperative risk model for perioperative stroke after intracranial tumor resection: ACS NSQIP analysis of 30,951 cases. Neurosurg Focus 2022; 53:E9. [PMID: 36455279 DOI: 10.3171/2022.9.focus22402] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Accepted: 09/20/2022] [Indexed: 12/03/2022]
Abstract
OBJECTIVE Perioperative and/or postoperative cerebrovascular accidents (PCVAs) after intracranial tumor resection (ITR) are serious complications with devastating effects on quality of life and survival. Here, the authors retrospectively analyzed a prospectively maintained, multicenter surgical registry to design a risk model for PCVA after ITR to support efforts in neurosurgical personalized medicine to risk stratify patients and potentially mitigate poor outcomes. METHODS The National Surgical Quality Improvement Program database was queried for ITR cases (2015-2019, n = 30,951). Patients with and without PCVAs were compared on baseline demographics, preoperative clinical characteristics, and outcomes. Frailty (physiological reserve for surgery) was measured by the Revised Risk Analysis Index (RAI-rev). Logistic regression analysis was performed to identify independent associations between preoperative covariates and PCVA occurrence. The ITR-PCVA risk model was generated based on logit effect sizes and assessed in area under the receiver operating characteristic curve (AUROC) analysis. RESULTS The rate of PCVA was 1.7% (n = 532). Patients with PCVAs, on average, were older and frailer, and had increased rates of nonelective surgery, interhospital transfer status, diabetes, hypertension, unintentional weight loss, and elevated BUN. PCVA was associated with higher rates of postoperative reintubation, infection, thromboembolic events, prolonged length of stay, readmission, reoperation, nonhome discharge destination, and 30-day mortality (all p < 0.001). In multivariable analysis, predictors of PCVAs included RAI "frail" category (OR 1.7, 95% CI 1.2-2.4; p = 0.006), Black (vs White) race (OR 1.5, 95% CI 1.1-2.1; p = 0.009), nonelective surgery (OR 1.4, 95% CI 1.1-1.7; p = 0.003), diabetes mellitus (OR 1.5, 95% CI 1.1-1.9; p = 0.002), hypertension (OR 1.4, 95% CI 1.1-1.7; p = 0.006), and preoperative elevated blood urea nitrogen (OR 1.4, 95% CI 1.1-1.8; p = 0.014). The ITR-PCVA predictive model was proposed from the resultant multivariable analysis and performed with a modest C-statistic in AUROC analysis of 0.64 (95% CI 0.61-0.66). Multicollinearity diagnostics did not detect any correlation between RAI-rev parameters and other covariates (variance inflation factor = 1). CONCLUSIONS The current study proposes a novel preoperative risk model for PCVA in patients undergoing ITR. Patients with poor physiological reserve (measured by frailty), multiple comorbidities, abnormal preoperative laboratory values, and those admitted under high acuity were at highest risk. The ITR-PCVA risk model may support patient-centered counseling striving to respect goals of care and maximize quality of life. Future prospective studies are warranted to validate the ITR-PCVA risk model and evaluate its utility as a bedside clinical tool.
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Affiliation(s)
| | - Kavelin Rumalla
- 2Department of Neurosurgery, University of New Mexico, Albuquerque, New Mexico
| | - Syed Faraz Kazim
- 2Department of Neurosurgery, University of New Mexico, Albuquerque, New Mexico
| | - Derek B Asserson
- 2Department of Neurosurgery, University of New Mexico, Albuquerque, New Mexico
| | - Meic H Schmidt
- 2Department of Neurosurgery, University of New Mexico, Albuquerque, New Mexico
| | - Christian A Bowers
- 2Department of Neurosurgery, University of New Mexico, Albuquerque, New Mexico
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Cole KL, Kassicieh AJ, Rumalla K, Kazim SF, Thommen R, Conlon M, Schmidt MH, Bowers CA. Frailty predicts worse outcomes for spine surgery patients with interhospital transfer status: Analysis of 295,875 patients from the National Surgical Quality Improvement Program (NSQIP) 2015-2019. Clin Neurol Neurosurg 2022; 224:107519. [PMID: 36436435 DOI: 10.1016/j.clineuro.2022.107519] [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: 09/20/2022] [Revised: 10/29/2022] [Accepted: 11/06/2022] [Indexed: 11/13/2022]
Abstract
STUDY DESIGN Retrospective analysis of a prospectively maintained database. OBJECTIVES To evaluate the effects of interhospital transfer (IHT) status, age, and frailty on postoperative outcomes in patients who underwent spine surgery. METHODS The National Surgical Quality Improvement Program (NSQIP) database was queried for patients who underwent spine surgeries from 2015 to 2019 (N = 295,875). Univariate and multivariable analyses were utilized to analyze the effect of IHT on postoperative outcomes and the contribution of baseline frailty status (mFI-5 score stratified into "pre-frail", "frail", and "severely frail") on outcomes in IHT patients. Effect sizes were summarized by odds ratio (OR) with associated 95% confidence intervals (95% CI). RESULTS Of 295,875 patients in the study, 3.3% (N = 9666) were IHT status. On multivariable analysis, controlling for covariates, IHT status was significantly associated with greater likelihood of 30-day mortality (odds ratio [OR] = 9.3), major complications (OR=5.0), Clavien-Dindo (CD) grade IV complications (OR=7.0), unplanned readmission (OR=2.1), unplanned reoperation (OR=2.6), eLOS (OR=16.1), and discharge to non-home destination (OR=12.7) (all P < 0.001). Increasing frailty was significantly associated with poor outcomes in spine surgery patients with IHT status compared to chronological age. CONCLUSIONS This study provides evidence that IHT status is associated with poor outcomes in spine surgery patients. Furthermore, increasing frailty more than increasing age was a robust predictor of poor outcomes among IHT spine surgical patients. Baseline frailty status, as measured by the mFI-5, may be utilized for preoperative risk stratification of patients with IHT status with anticipated spine surgery.
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Affiliation(s)
- Kyril L Cole
- School of Medicine, University of Utah, Salt Lake City, UT 84132, USA
| | - Alexander J Kassicieh
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM 87131, USA; Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM 87106, USA
| | - Kavelin Rumalla
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM 87131, USA; Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM 87106, USA
| | - Syed Faraz Kazim
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM 87131, USA; Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM 87106, USA
| | - Rachel Thommen
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM 87131, USA; School of Medicine, New York Medical College, Valhalla, NY 10595, USA; Department of Neurosurgery, Westchester Medical Center & New York Medical College, Valhalla, NY 10595, USA
| | - Matthew Conlon
- School of Medicine, New York Medical College, Valhalla, NY 10595, USA; Department of Neurosurgery, Westchester Medical Center & New York Medical College, Valhalla, NY 10595, USA
| | - Meic H Schmidt
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM 87131, USA; Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM 87106, USA
| | - Christian A Bowers
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM 87131, USA; Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM 87106, USA.
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Thommen R, Kazim SF, Rumalla K, Kassicieh AJ, Kalakoti P, Schmidt MH, McKee RG, Hall DE, Miskimins RJ, Bowers CA. Preoperative frailty measured by risk analysis index predicts complications and poor discharge outcomes after Brain Tumor Resection in a large multi-center analysis. J Neurooncol 2022; 160:285-297. [PMID: 36316568 DOI: 10.1007/s11060-022-04135-z] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Accepted: 09/14/2022] [Indexed: 12/12/2022]
Abstract
PURPOSE To evaluate the independent effect of frailty, as measured by the Risk Analysis Index-Administrative (RAI-A) for postoperative complications and discharge outcomes following brain tumor resection (BTR) in a large multi-center analysis. METHODS Patients undergoing BTR were queried from the National Surgical Quality Improvement Program (NSIQP) for the years 2015 to 2019. Multivariable logistic regression was performed to evaluate the independent associations between frailty tools (age, 5-factor modified frailty score [mFI-5], and RAI-A) on postoperative complications and discharge outcomes. RESULTS We identified 30,951 patients who underwent craniotomy for BTR; the median age of our study sample was 59 (IQR 47-68) years old and 47.8% of patients were male. Overall, increasing RAI-A score, in an overall stepwise fashion, was associated with increasing risk of adverse outcomes including in-hospital mortality, non-routine discharge, major complications, Clavien-Dindo Grade IV complication, and extended length of stay. Multivariable regression analysis (adjusting for age, sex, BMI, non-elective surgery status, race, and ethnicity) demonstrated that RAI-A was an independent predictor for worse BTR outcomes. The RAI-A tiers 41-45 (1.2% cohort) and > 45 (0.3% cohort) were ~ 4 (Odds Ratio [OR]: 4.3, 95% CI: 2.1-8.9) and ~ 9 (OR: 9.5, 95% CI: 3.9-22.9) times more likely to have in-hospital mortality compared to RAI-A 0-20 (34% cohort). CONCLUSIONS AND RELEVANCE Increasing preoperative frailty as measured by the RAI-A score is independently associated with increased risk of complications and adverse discharge outcomes after BTR. The RAI-A may help providers present better preoperative risk assessment for patients and families weighing the risks and benefits of potential BTR.
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Affiliation(s)
- Rachel Thommen
- School of Medicine, New York Medical College, Valhalla, NY 10595, USA
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM 87131, USA
| | - Syed Faraz Kazim
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM 87131, USA
- Department of Neurosurgery, University of New Mexico, Albuquerque, NM 87131, USA
| | - Kavelin Rumalla
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM 87131, USA
- Department of Neurosurgery, University of New Mexico, Albuquerque, NM 87131, USA
| | - Alexander J Kassicieh
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM 87131, USA
- Department of Neurosurgery, University of New Mexico, Albuquerque, NM 87131, USA
| | - Piyush Kalakoti
- Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Meic H Schmidt
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM 87131, USA
- Department of Neurosurgery, University of New Mexico, Albuquerque, NM 87131, USA
| | - Rohini G McKee
- Department of Surgery, University of New Mexico Hospital (UNMH), Albuquerque, NM 87131, USA
| | - Daniel E Hall
- Department of Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
- Wolff Center at UPMC, Pittsburgh, PA, USA
- Center for Health Equity Research and Promotion, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA, USA
- Geriatric Research Education and Clinical Center, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA, USA
| | - Richard J Miskimins
- Department of Surgery, University of New Mexico Hospital (UNMH), Albuquerque, NM 87131, USA
| | - Christian A Bowers
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM 87131, USA.
- Department of Neurosurgery, University of New Mexico, Albuquerque, NM 87131, USA.
- Department of Neurosurgery MSC10 5615, University of New Mexico, Albuquerque, NM 81731, USA.
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Frailty and Sarcopenia: Impact on Outcomes Following Elective Degenerative Lumbar Spine Surgery. Spine (Phila Pa 1976) 2022; 47:1410-1417. [PMID: 35867606 DOI: 10.1097/brs.0000000000004384] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 04/15/2022] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN This is a retrospective review of prospectively collected data. OBJECTIVE The aim was to evaluate the impact of frailty and sarcopenia on outcomes after lumbar spine surgery. SUMMARY OF BACKGROUND DATA Elderly patients are commonly diagnosed with degenerative spine disease requiring surgical intervention. Frailty and sarcopenia result from age-related decline in physiological reserve and can be associated with complications after elective spine surgery. Little is known about the impact of these factors on patient-reported outcomes (PROs). METHODS Patients older than 70 years of age undergoing elective lumbar spine surgery were included. The modified 5-item frailty index (mFI-5) was calculated. Sarcopenia was defined using total psoas index, which is obtained by dividing the mid L3 total psoas area by VB area (L3-TPA/VB). PROs included Oswestry disability index (ODI), EuroQual-5D (EQ-5D), numeric rating scale (NRS)-back pain, NRS leg pain (LP), and North American Spine Society (NASS) at postoperative 12 months. Clinical outcomes included length of stay (LOS), 90-day readmission and complications. Univariate and multivariable regression analyses were performed. RESULTS Total 448 patients were included. The mean mFI-5 index was 1.6±1.0 and mean total psoas index was 1.7±0.5. There was a significant improvement in all PROs from baseline to 12 months ( P <0.0001). After adjusting for age, body mass index, smoking status, levels fused, and baseline PROs, higher mFI-5 index was associated with higher 12-month ODI ( P <0.001), lower 12-month EQ-5D ( P =0.001), higher NRS-L P ( P =0.039), and longer LOS ( P =0.007). Sarcopenia was not associated with 12-month PROs or LOS. Neither sarcopenia or mFI-5 were associated with 90-day complication and readmission. CONCLUSIONS Elderly patients demonstrate significant improvement in PROs after elective lumbar spine surgery. Frailty was associated with worse 12 months postoperative ODI, EQ-5D, NRS-LP scores, and longer hospital stay. While patients with sarcopenia can expect similar outcomes compared with those without, the mFI-5 should be considered preoperatively in counseling patients regarding expectations for disability, health-related quality of life, and leg pain outcomes after elective lumbar spine surgery. LEVEL OF EVIDENCE 3.
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Elkaim LM, McIntosh G, Dea N, Navarro-Ramirez R, Jacobs WB, Cadotte DW, Singh S, Christie SD, Robichaud A, Phan P, Paquet J, Nataraj A, Hall H, Bailey CS, Rampersaud YR, Thomas K, Manson N, Fisher C, Weber MH. Predictors of home discharge after scheduled surgery for degenerative cervical myelopathy. J Neurosurg Spine 2022; 37:541-546. [PMID: 35426825 DOI: 10.3171/2022.2.spine2277] [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: 01/28/2022] [Accepted: 02/24/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Degenerative cervical myelopathy (DCM) is an important public health issue. Surgery is the mainstay of treatment for moderate and severe DCM. Delayed discharge of patients after DCM surgery is associated with increased healthcare costs. There is a paucity of data regarding predictive factors for discharge destination after scheduled surgery for patients with DCM. The purpose of this study was to identify factors predictive of home versus nonhome discharge after DCM surgery. METHODS Patients undergoing scheduled DCM surgery who had been enrolled in a prospective DCM substudy of the Canadian Spine Outcomes and Research Network registry between January 2015 and October 2020 were included in this retrospective analysis. Patient data were evaluated to identify potential factors predictive of home discharge after surgery. Logistic regression was used to identify independent factors predictive of home discharge. A multivariable model was then used as a final model. RESULTS Overall, 639 patients were included in the initial analysis, 543 (85%) of whom were discharged home. The mean age of the entire cohort was 60 years (SD 11.8 years), with a BMI of 28.9 (SD 5.7). Overall, 61.7% of the patients were female. The mean length of stay was 2.72 days (SD 1.7 days). The final internally validated bootstrapped multivariable model revealed that younger age, higher 9-Item Patient Health Questionnaire score, lower Neck Disability Index scores, fewer operated levels, mJOA scores indicating mild disease, anterior cervical discectomy and fusion procedure, and no perioperative adverse effects were predictive of home discharge. CONCLUSIONS Younger age, less neck-related disability, fewer operated levels, more significant depression, less severe myelopathy, anterior cervical discectomy and fusion procedure, and no perioperative adverse effects are predictive of home discharge after surgery for DCM. These factors can help to guide clinical decision-making and optimize postoperative care pathways.
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Affiliation(s)
- Lior M Elkaim
- 1Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec
- 14Department of Surgery, Montreal General Hospital, McGill University, Montreal, Quebec, Canada
| | - Greg McIntosh
- 2Canadian Spine Outcomes and Research Network, Markdale, Ontario
| | - Nicolas Dea
- 3Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedics Surgery, University of British Columbia, Vancouver, British Columbia
| | | | | | | | - Supriya Singh
- 5London Health Science Centre, Western University, London, Ontario
| | - Sean D Christie
- 6Department of Surgery, Dalhousie University, Halifax, Nova Scotia
| | - Aaron Robichaud
- 7Canada East Spine Centre, Division of Neurosurgery, Zone 2, Horizon Health Network, Saint John, New Brunswick
| | | | - Jérôme Paquet
- 9Centre de Recherche CHU de Quebec, CHU de Quebec-Universite Laval, Quebec City, Quebec
| | - Andrew Nataraj
- 10Division of Neurosurgery, Department of Surgery, University of Alberta Hospital, Edmonton, Alberta
| | - Hamilton Hall
- 11Department of Surgery, University of Toronto, Toronto, Ontario
| | | | - Y Raja Rampersaud
- 12Divisions of Orthopaedic and Neurosurgery, University of Toronto, Toronto, Ontario
| | | | - Neil Manson
- 13Canada East Spine Centre, Saint John Orthopedics, Dalhousie Medicine New Brunswick, Saint John Campus, Saint John, New Brunswick; and
| | - Charles Fisher
- 3Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedics Surgery, University of British Columbia, Vancouver, British Columbia
| | - Michael H Weber
- 1Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec
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Curran S, Apruzzese P, Kendall MC, De Oliveira G. The impact of hypoalbuminemia on postoperative outcomes after outpatient surgery: a national analysis of the NSQIP database. Can J Anaesth 2022; 69:1099-1106. [PMID: 35761062 DOI: 10.1007/s12630-022-02280-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 03/15/2022] [Accepted: 03/27/2022] [Indexed: 01/18/2023] Open
Abstract
PURPOSE Hypoalbuminemia has been described as a modifiable factor to optimize postoperative outcomes after major inpatient surgeries. Nevertheless, the role of hypoalbuminemia on outpatient procedures is not well defined. The purpose of this study was to examine the impact of hypoalbuminemia on postoperative outcomes of patients undergoing low-risk outpatient surgery. METHODS Patients were extracted from the American College of Surgeons National Surgical Quality Improvement Program database who had outpatient surgery from 2018 and recorded preoperative albumin levels. The primary outcome was a composite of any major complications including: 1) unplanned intubation, 2) pulmonary embolism, 3) ventilator use > 48 hr, 4) progressive renal failure, 5) acute renal failure, 6) stroke/cerebrovascular accident, 7) cardiac arrest, 8) myocardial infarction, 9) sepsis, 10) septic shock, 11) deep venous thrombosis, and 12) transfusion. Death, any infection, and readmissions were secondary outcomes. RESULTS A total of 65,192 (21%) surgical outpatients had albumin collected preoperatively and 3,704 (1.2%) patients had levels below 3.5 g⋅dL-1. In the albumin cohort, 394/65,192 (0.6%) patients had a major medical complication and 68/65,192 (0.1%) patients died within 30 days after surgery. Albumin values < 3.5 g⋅dL-1 were associated with major complications (adjusted odds ratio [aOR], 1.92; 95% confidence interval [CI], 1.44 to 2.57; P < 0.001; death-adjusted OR, 3.03; 95% CI, 1.72 to 5.34; P < 0.001); any infection (aOR, 1.49; 95% CI, 1.23 to 1.82; P < 0.001); and readmissions (aOR, 1.82; 95% CI, 1.56 to 2.14; P < 0.001). In addition, when evaluated as a continuous variable in a multivariate analysis, for each increase in albumin of 0.10 g⋅dL-1, there was an associated reduction of major complications (aOR, 0.94; 95% CI, 0.92 to 0.96; P < 0.001). CONCLUSIONS Hypoalbuminemia is associated with major complications and death in outpatient surgery. Since hypoalbuminemia is a potential modifiable intervention, future clinical trials to evaluate the impact of optimizing preoperative albumin levels before outpatient surgery are warranted.
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Affiliation(s)
- Sean Curran
- Department of Anesthesiology, The Warren Alpert Medical School of Brown University, 593 Eddy Street, Davol #129, Providence, RI, 02903, USA
| | - Patricia Apruzzese
- Department of Anesthesiology, The Rhode Island Hospital, Providence, RI, USA
| | - Mark C Kendall
- Department of Anesthesiology, The Warren Alpert Medical School of Brown University, 593 Eddy Street, Davol #129, Providence, RI, 02903, USA.
| | - Gildasio De Oliveira
- Department of Anesthesiology, The Warren Alpert Medical School of Brown University, 593 Eddy Street, Davol #129, Providence, RI, 02903, USA
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Moskven E, Charest-Morin R, Flexman AM, Street JT. The measurements of frailty and their possible application to spinal conditions: a systematic review. Spine J 2022; 22:1451-1471. [PMID: 35385787 DOI: 10.1016/j.spinee.2022.03.014] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 02/19/2022] [Accepted: 03/28/2022] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Frailty is associated with an increased risk of postoperative adverse events (AEs) within the surgical spine population. Multiple frailty tools have been reported in the surgical spine literature. However, the applicability of these tools remains unclear. PURPOSE Primary objective is to appraise the construct, feasibility, objectivity, and clinimetric properties of frailty tools reported in the surgical spine literature. Secondary objectives included determining the applicability and the most sensitive surgical spine population for each tool. STUDY DESIGN Systematic Review. PATIENT SAMPLE Studies reporting the use of a clinical frailty tool with a defined methodology in the adult surgical population (age ≥18 years). OUTCOME MEASURES Postoperative adverse events (AEs) including mortality, major and minor morbidity, length of stay (LOS), unplanned readmission and reoperation, admission to the Intensive Care Unit (ICU), and adverse discharge disposition; postoperative patient-reported outcomes (health-related quality of life (HRQoL), functional, cognitive, and symptomatic); radiographic outcomes; and postoperative frailty trajectory. METHODS This systematic review was registered with PROSPERO: CRD42019109045. Publications from January 1950 to December 2020 were identified by a comprehensive search of PubMed, Ovid, and Embase, supplemented by manual screening. Studies reporting and validating a frailty tool in the surgical spine population with a measurable outcome were included. Each tool and its clinimetric properties were evaluated using validated criteria and definitions. The applicability of each tool and its most sensitive surgical spine population was determined by panel consensus. Bias was assessed using the Newcastle-Ottawa Scale. RESULTS 47 studies were included in the final qualitative analysis. A total of 14 separate frailty tools were identified, in which 9 tools assessed frailty according to the cumulative deficit definition, while 4 instruments utilized phenotypic or weighted frailty models. One instrument assessed frailty according to the comprehensive geriatric assessment (CGA) model. Twelve measures were validated as risk stratification tools for predicting postoperative AEs, while 1 tool investigated the effect of spine surgery on postoperative frailty trajectory. The modified frailty index (mFI), 5-item mFI, adult spinal deformity frailty index (ASD-FI), FRAIL Scale, and CGA had the most positive ratings for clinimetric properties assessed. CONCLUSIONS The assessment of frailty is important in the surgical decision-making process. Cumulative deficit and weighted frailty instruments are appropriate risk stratification tools. Phenotypic tools are sensitive for capturing the relationship between spinal pathology, spine surgery, and prehabilitation on frailty trajectory. CGA instruments are appropriate screening tools for identifying health deficits susceptible to improvement and guiding optimization strategies. Studies are needed to determine whether spine surgery and prehabilitation are effective interventions to reverse frailty.
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Affiliation(s)
- Eryck Moskven
- Vancouver Spine Surgery Institute, Department of Orthopaedics, University of British Columbia, Vancouver, British Columbia, Canada.
| | - Raphaële Charest-Morin
- Vancouver Spine Surgery Institute, Department of Orthopaedics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Alana M Flexman
- Department of Anaesthesiology, Pharmacology and Therapeutics, University of British Columbia, Vancouver, British Columbia, Canada; Department of Anaesthesiology and Perioperative Care, St. Paul's Hospital/Providence Health Care, Vancouver, British Columbia, Canada
| | - John T Street
- Vancouver Spine Surgery Institute, Department of Orthopaedics, University of British Columbia, Vancouver, British Columbia, Canada
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Strigenz A, Katz AD, Lee-Seitz M, Shahsavarani S, Song J, Verma RB, Virk S, Silber J, Essig D. The 5-Item Modified Frailty Index Independently Predicts Morbidity in Patients Undergoing Instrumented Fusion following Extradural Tumor Removal. Spine Surg Relat Res 2022; 7:19-25. [PMID: 36819634 PMCID: PMC9931415 DOI: 10.22603/ssrr.2022-0102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 06/27/2022] [Indexed: 11/05/2022] Open
Abstract
Introduction The management of spinal neoplasia consists of surgical, radiation, and systemic options. Little data exist to guide management based on overall health status, which is particularly challenging when patients who could benefit from surgery may be too frail for it. This study's objective was to evaluate the 5-Item Modified Frailty Index (mFI-5) as a predictor of 30-day morbidity in patients undergoing instrumented resection for metastatic extradural spinal tumors. Methods Adults undergoing extradural tumor resection from the 2011 to 2019 National Surgical Quality Improvement Program datasets were identified by Current Procedural Terminology codes 63275-63278 with an adjunct instrumentation code (22840-22843). Patients were classified into frailty levels 0, 1, or 2+ based on mFI-5 scores of 0, 1, or 2-5, respectively. The primary outcome was morbidity. Secondary outcomes were readmission and reoperation. Multivariate modeling was utilized to analyze mFI-5 as a predictor of outcomes. The Akaike information criterion (AIC) was used to compare relative-model-fit based on frailty versus individual comorbidity variables to determine the optimal model. Chi-squared and Fisher's exact tests were used to establish significance between individual complications and frailty. Results There were 874 patients. Readmission, reoperation, and morbidity rates were 19.5%, 5.0%, 52.3%, respectively. In multivariate analyses, mFI-5=1 (OR: 1.45, SE: 0.31, p=0.036), mFI-5=2+ (OR: 1.41, SE: 0.40, p=0.036), operative time (OR: 1.18, SE: 0.03, p≤0.001), and chronic steroid use (OR: 1.56, SE: 0.42, p=0.037) independently predicted morbidity. Elective surgery (OR: 0.61) was protective. Frailty did not predict readmission or reoperation. Frailty was found to be significantly associated with respiratory complications, urinary tract infections, cardiac events, and sepsis/septic shock specifically. Conclusions mFI-5=1 independently predicted 45% increased odds of morbidity. mFI-5=2+ independently predicted 41% increased odds of morbidity. Further, every 30 additional minutes of operative time predicted 18% increased odds of morbidity, suggesting an increased risk of site-related complication events. Taken together, the mFI-5 serves as a valid predictor of morbidity in patients with extradural tumor undergoing instrumented excision.
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Affiliation(s)
- Adam Strigenz
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, NY, USA
| | - Austen D. Katz
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, NY, USA
| | - Mitchell Lee-Seitz
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, NY, USA
| | - Shaya Shahsavarani
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, NY, USA
| | - Junho Song
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, NY, USA
| | - Rohit B. Verma
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, NY, USA
| | - Sohrab Virk
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, NY, USA
| | - Jeff Silber
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, NY, USA
| | - David Essig
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, NY, USA
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Frailty as a Superior Predictor of Dysphagia and Surgically Placed Feeding Tube Requirement After Anterior Cervical Discectomy and Fusion Relative to Age. Dysphagia 2022; 38:837-846. [PMID: 35945302 DOI: 10.1007/s00455-022-10505-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 07/25/2022] [Indexed: 11/03/2022]
Abstract
Frailty is a measure of physiological reserve that has been demonstrated to be a discriminative predictor of worse outcomes across multiple surgical subspecialties. Anterior cervical discectomy and fusion (ACDF) is one of the most common neurosurgical procedures in the United States and has a high incidence of postoperative dysphagia. To determine the association between frailty and dysphagia after ACDF and compare the predictive value of frailty and age. 155,300 patients with cervical stenosis (CS) who received ACDF were selected from the 2016-2019 National Inpatient Sample (NIS) utilizing International Classification of Disease, tenth edition (ICD-10) codes. The 11-point modified frailty index (mFI-11) was used to stratify patients based on frailty: mFI-11 = 0 was robust, mFI-11 = 1 was prefrail, mFI-11 = 2 was frail, and mFI-11 = 3 + was characterized as severely frail. Demographics, complications, and outcomes were compared between frailty groups. A total of 155,300 patients undergoing ACDF for CS were identified, 33,475 (21.6%) of whom were frail. Dysphagia occurred in 11,065 (7.1%) of all patients, and its incidence was significantly higher for frail patients (OR 1.569, p < 0.001). Frailty was a risk factor for postoperative complications (OR 1.681, p < 0.001). Increasing frailty and undergoing multilevel ACDF were significant independent predictors of negative postoperative outcomes, including dysphagia, surgically placed feeding tube (SPFT), prolonged LOS, non-home discharge, inpatient death, and increased total charges (p < 0.001 for all). Increasing mFI-11 score has better prognostic value than patient age in predicting postoperative dysphagia and SPFT after ACDF.
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Kassicieh AJ, Varela S, Rumalla K, Kazim SF, Cole KL, Ghatalia DV, Schmidt MH, Bowers CA. Worse cranial neurosurgical outcomes predicted by increasing frailty in patients with interhospital transfer status: Analysis of 47,736 patients from the National Surgical Quality Improvement Program (NSQIP) 2015-2019. Clin Neurol Neurosurg 2022; 221:107383. [PMID: 35901555 DOI: 10.1016/j.clineuro.2022.107383] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 07/16/2022] [Accepted: 07/20/2022] [Indexed: 11/25/2022]
Abstract
INTRODUCTION With limited healthcare resources and risks associated with unwarranted interhospital transfers (IHT), it is important to select patients most likely to have improved outcomes with IHT. The present study analyzed the effect of IHT and frailty on postoperative outcomes in a large database of patients who underwent cranial neurosurgical operations. METHODS The National Surgical Quality Improvement Program (NSQIP) database was queried for patients who underwent cranial neurosurgical procedures (2015-2019, N = 47,736). Baseline demographics, clinical characteristics, and outcome variables were compared between IHT and n-IHT patients. Univariate and multivariable analyses analyzed the effect of IHT status on postoperative outcomes and the utility of frailty (modified frailty index-5 [mFI-5] stratified into "pre-frail, "frail", and "severely frail") as a preoperative risk factor. Effect sizes from regression analyses were presented as odds ratio (OR) with associated 95% confidence intervals (95% CI). RESULTS Of 47,736 patients with cranial neurosurgical operations, 9612 (20.1%) were IHT. Patients with IHT were older, frailer, with a higher rate of functional dependence. In multivariable analysis adjusted for baseline covariates, IHT status was independent associated with 30-day mortality (OR: 2.0, 95% CI: 1.2-3.6), major complication (OR: 1.5, 95% CI: 1.1-2.1), extended hospital length of stay (eLOS) (OR: 3.8, 95% CI: 3.6-4.1), and non-routine discharge disposition (OR: 2.4, 95% CI: 1.8-3.2) (all p < 0.05). Within the IHT cohort, increasing frailty ("pre-frail", "frail", "severely frail") was independently associated with increasing odds of 30-day mortality (OR: 1.4, 1.9, 3.9), major complication (OR: 1.4, 1.9, 3.3), unplanned readmission (OR: 1.1, 1.4, 2.1), reoperation (OR: 1.3, 1.5, 1.9), eLOS (OR: 1.2, 1.3, 1.5), and non-routine discharge (OR: 1.4, 1.9, 4.4) (all p < 0.05). All levels of frailty were more strongly associated with postoperative outcomes than chronological age. CONCLUSIONS This novel analysis suggests that patients transferred for cranial neurosurgery operations are significantly more likely to have worse postoperative health outcomes. Furthermore, the analysis suggests that frailty (as measured by mFI-5) is a powerful independent predictor of outcomes in transferred cranial neurosurgery patients. The findings support the use of frailty scoring in the pre-transfer and preoperative setting for patient counseling and risk stratification.
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Affiliation(s)
| | - Samantha Varela
- School of Medicine, University of New Mexico, Albuquerque, NM 87106, USA
| | - Kavelin Rumalla
- Department of Neurosurgery, University of New Mexico, Albuquerque, NM 87106, USA
| | - Syed Faraz Kazim
- Department of Neurosurgery, University of New Mexico, Albuquerque, NM 87106, USA
| | - Kyril L Cole
- School of Medicine, University of Utah, Salt Lake City, UT 84132, USA
| | - Desna V Ghatalia
- School of Medicine, University of New Mexico, Albuquerque, NM 87106, USA
| | - Meic H Schmidt
- Department of Neurosurgery, University of New Mexico, Albuquerque, NM 87106, USA
| | - Christian A Bowers
- Department of Neurosurgery, University of New Mexico, Albuquerque, NM 87106, USA.
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Soufi K, Nouri A, Martin AR. Degenerative Cervical Myelopathy and Spinal Cord Injury: Introduction to the Special Issue. J Clin Med 2022; 11:jcm11154253. [PMID: 35893344 PMCID: PMC9331834 DOI: 10.3390/jcm11154253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 07/19/2022] [Indexed: 11/28/2022] Open
Affiliation(s)
- Khadija Soufi
- Department of Neurosurgery, University of California, Davis, CA 95817, USA;
| | - Aria Nouri
- Division of Neurosurgery, Geneva University Hospitals, 1205 Geneva, Switzerland;
| | - Allan R. Martin
- Department of Neurosurgery, University of California, Davis, CA 95817, USA;
- Correspondence:
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Association of baseline frailty status with clinical outcome following aneurysmal subarachnoid hemorrhage. J Stroke Cerebrovasc Dis 2022; 31:106394. [DOI: 10.1016/j.jstrokecerebrovasdis.2022.106394] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 01/09/2022] [Accepted: 02/02/2022] [Indexed: 01/02/2023] Open
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Hersh AM, Pennington Z, Hung B, Patel J, Goldsborough E, Schilling A, Feghali J, Antar A, Srivastava S, Botros D, Elsamadicy AA, Lo SFL, Sciubba DM. Comparison of frailty metrics and the Charlson Comorbidity Index for predicting adverse outcomes in patients undergoing surgery for spine metastases. J Neurosurg Spine 2022; 36:849-857. [PMID: 34826820 DOI: 10.3171/2021.8.spine21559] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2021] [Accepted: 08/24/2021] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Frailty-the state defined by decreased physiological reserve and increased vulnerability to physiological stress-is exceedingly common in oncology patients. Given the palliative nature of spine metastasis surgery, it is imperative that patients be healthy enough to tolerate the physical insult of surgery. In the present study, the authors compared the association of two frailty metrics and the widely used Charlson Comorbidity Index (CCI) with postoperative morbidity in spine metastasis patients. METHODS A retrospective cohort of patients who underwent operations for spinal metastases at a comprehensive cancer center were identified. Data on patient demographic characteristics, disease state, medical comorbidities, operative details, and postoperative outcomes were collected. Frailty was measured with the modified 5-item frailty index (mFI-5) and metastatic spinal tumor frailty index (MSTFI). Outcomes of interest were length of stay (LOS) greater than the 75th percentile of the cohort, nonroutine discharge, and the occurrence of ≥ 1 postoperative complication. RESULTS In total, 322 patients were included (mean age 59.5 ± 12 years; 56.9% of patients were male). The mean ± SD LOS was 11.2 ± 9.9 days, 44.5% of patients had nonroutine discharge, and 24.0% experienced ≥ 1 postoperative complication. On multivariable analysis, increased frailty on mFI-5 and MSTFI was independently predictive of all three outcomes: prolonged LOS (OR 1.67 per point, 95% CI 1.06-2.63, p = 0.03; and OR 1.63 per point, 95% CI 1.29-2.05, p < 0.01, respectively), nonroutine discharge (OR 2.65 per point, 95% CI 1.74-4.04, p < 0.01; and OR 1.69 per point, 95% CI 1.36-2.11, p < 0.01), and ≥ 1 complication (OR 1.95 per point, 95% CI 1.23-3.09, p = 0.01; and OR 1.41 per point, 95% CI 1.12-1.77, p < 0.01). CCI was found to be independently predictive of only the occurrence of ≥ 1 postoperative complication (OR 1.45 per point, 95% CI 1.22-1.72, p < 0.01). CONCLUSIONS Frailty measured with either mFI-5 or MSTFI scores was a more robust independent predictor of adverse postoperative outcomes than the more widely used CCI. Both mFI-5 and MSTFI were significantly associated with prolonged LOS, higher complication rates, and nonroutine discharge. Further investigation in a prospective multicenter cohort is merited.
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Affiliation(s)
- Andrew M Hersh
- 1Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Zach Pennington
- 1Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Bethany Hung
- 1Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Jaimin Patel
- 1Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Earl Goldsborough
- 1Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Andrew Schilling
- 1Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - James Feghali
- 1Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Albert Antar
- 1Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Siddhartha Srivastava
- 1Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - David Botros
- 1Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | | | - Sheng-Fu Larry Lo
- 1Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Daniel M Sciubba
- 1Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
- 2Department of Neurosurgery, Zucker School of Medicine at Hofstra, Long Island Jewish Medical Center and North Shore University Hospital, Northwell Health, Manhasset, New York; and
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Vidri RJ, Mohamed A, Mack JD, MacGillivray D, Fitzgerald TL. The Cost of Frailty in Complex Gastrointestinal Surgery. Am Surg 2022:31348221086807. [PMID: 35392683 DOI: 10.1177/00031348221086807] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Frailty is a syndrome characterized by decreased physiologic reserve related with aging; it has been associated with increased costs of health care. Factors driving its economic impact remain poorly understood. We examine the association between frailty, complications, and costs in complex gastrointestinal surgery. METHODS Retrospective review of a prospective database encompassing elective complex gastrointestinal operations from 2017 to 2018 at a tertiary care hospital. Patients were categorized into non-frail (NF): MFI 0, pre-frail (PF): MFI 1-2, and frail (FR): MFI >2 based on the 5-Factor Modified Frailty Index. Linear regression models were applied. RESULTS 612 patients were included; 268 (44%) were NF, 325 (53%) were PF, and 19 (3%) were FR. The FR group had a longer length of stay (7.26 days) compared to NF (5.05 days) or PF (5.67 days) (p = 0.031). The average total cost of care for all patients was $19,413.06 (CI 18,297.13-20,528.98). The cost for NF was $17,648.54 (CI 15,969.18-19,327.9), PF $20,435.70 (CI 18,911.01-21,960.4, p = .016), and FR patients was $26,809.36 (CI 20,511.9-33,106.81). A complication was observed in 91 patients (14.9%); of these, 76 (12.4%) were serious complications, as defined by NSQIP. There was no difference in incidence of complications (NF 14.93%, PF 14.46%, FR 21.05%, p = .734). On average, a complication added $12,656.67 regardless of frailty category. DISCUSSION Frail patients are more costly and have a longer length of stay than their more robust counterparts. Complications were the major driver of costs after complex gastrointestinal surgery regardless of frailty status.
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Affiliation(s)
- Roberto J Vidri
- Department of Surgical Oncology, Tufts University School of Medicine, Maine Medical Center, Portland, ME, USA.,Department of Surgical Oncology, 5228University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | | | - Joseph D Mack
- Department of Surgical Oncology, Tufts University School of Medicine, Maine Medical Center, Portland, ME, USA
| | - Dougald MacGillivray
- Department of Surgical Oncology, Tufts University School of Medicine, Maine Medical Center, Portland, ME, USA
| | - Timothy L Fitzgerald
- Department of Surgical Oncology, Tufts University School of Medicine, Maine Medical Center, Portland, ME, USA
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Chen D, Ding Y, Zhu W, Fang T, Dong N, Yuan F, Guo Q, Wang Z, Zhang J. Frailty is an independent risk factor for postoperative pulmonary complications in elderly patients undergoing video-assisted thoracoscopic pulmonary resections. Aging Clin Exp Res 2022; 34:819-826. [PMID: 34648174 DOI: 10.1007/s40520-021-01988-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Accepted: 09/19/2021] [Indexed: 01/25/2023]
Abstract
BACKGROUND Although frailty as a common geriatric syndrome is associated with postoperative complications, its relationship with postoperative pulmonary complications (PPCs) following pulmonary resections in elderly patients is unclear. AIMS To investigate the relationship between frailty and PPCs in elderly patients undergoing video-assisted thoracoscopic pulmonary resections and explore the effect of the addition of frailty assessment to PPC risk index and ASA on their predictive ability. METHODS In a prospective cohort study, we measured frailty status using the FRAIL scale in elderly patients undergoing video-assisted thoracoscopic pulmonary resections. Multivariate analysis was used to identify the relationship between frailty and PPCs. Receiver operating characteristic curves were used to examine the predictive power of frailty and other assessment tools. RESULTS 227 patients were analyzed in the study. The prevalence of PPCs was 24.7%. Significant differences between patients with and without PPCs were observed in the following aspects: BMI, smoking, COPD, respiratory infection within the last month, FEV1/FVC ratio, creatinine, ASA, frailty and PPC risk index (p < 0.05, respectively). After adjusting for all covariates, frailty was significantly related to PPCs in elderly patients (odds ratio: 6.33, 95% confidence interval: 2.45-16.37). Combined with frailty assessment, the area under the curve for ASA class and PPC risk index was increased to 0.759 (95% CI 0.687-0.831) and 0.821 (95% CI 0.758-0.883). CONCLUSIONS Frailty was associated with PPCs in elderly patients undergoing video-assisted thoracoscopic pulmonary resections. Combined with the frailty assessment, the predictive power of the PPC risk index and ASA class was improved.
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Affiliation(s)
- Dandan Chen
- Department of Anesthesiology, Affiliated Hospital of Jiangnan University, No. 1000, Hefeng Road, Wuxi, 214125, People's Republic of China
| | - Yi Ding
- Department of Anesthesiology, Affiliated Hospital of Jiangnan University, No. 1000, Hefeng Road, Wuxi, 214125, People's Republic of China
| | - Wenlan Zhu
- Department of Anesthesiology, Affiliated Hospital of Jiangnan University, No. 1000, Hefeng Road, Wuxi, 214125, People's Republic of China
| | - Tingting Fang
- Intensive Care Unit, Affiliated Hospital of Jiangnan University, Wuxi, People's Republic of China
| | - Nan Dong
- Department of Anesthesiology, Affiliated Hospital of Jiangnan University, No. 1000, Hefeng Road, Wuxi, 214125, People's Republic of China
| | - Fenglai Yuan
- Institute of Integrated Chinese and Western Medicine, Affiliated Hospital of Jiangnan University, Wuxi, People's Republic of China
| | - Qin Guo
- Clinical Laboratory, Affiliated Hospital of Jiangnan University, Wuxi, People's Republic of China
| | - Zhiqiang Wang
- Department of Thoracic Surgery, Affiliated Hospital of Jiangnan University, Wuxi, People's Republic of China
| | - Jiru Zhang
- Department of Anesthesiology, Affiliated Hospital of Jiangnan University, No. 1000, Hefeng Road, Wuxi, 214125, People's Republic of China.
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Kazim SF, Dicpinigaitis AJ, Bowers CA, Shah S, Couldwell WT, Thommen R, Alvarez-Crespo DJ, Conlon M, Tarawneh OH, Vellek J, Cole KL, Dominguez JF, Mckee RN, Ricks CB, Shin PC, Cole CD, Schmidt MH. Frailty Status Is a More Robust Predictor Than Age of Spinal Tumor Surgery Outcomes: A NSQIP Analysis of 4,662 Patients. Neurospine 2022; 19:53-62. [PMID: 35130424 PMCID: PMC8987561 DOI: 10.14245/ns.2142770.385] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 11/22/2021] [Indexed: 11/19/2022] Open
Abstract
Objective The present study aimed to evaluate the effect of baseline frailty status (as measured by modified frailty index-5 [mFI-5]) versus age on postoperative outcomes of patients undergoing surgery for spinal tumors using data from a large national registry.
Methods The National Surgical Quality Improvement Program database was used to collect spinal tumor resection patients’ data from 2015 to 2019 (n = 4,662). Univariate and multivariate analyses for age and mFI-5 were performed for the following outcomes: 30-day mortality, major complications, unplanned reoperation, unplanned readmission, hospital length of stay (LOS), and discharge to a nonhome destination. Receiver operating characteristic (ROC) curve analysis was used to evaluate the discriminative performance of age versus mFI-5.
Results Both univariate and multivariate analyses demonstrated that mFI-5 was a more robust predictor of worse postoperative outcomes as compared to age. Furthermore, based on categorical analysis of frailty tiers, increasing frailty was significantly associated with increased risk of adverse outcomes. ‘Severely frail’ patients were found to have the highest risk, with odds ratio 16.4 (95% confidence interval [CI],11.21–35.44) for 30-day mortality, 3.02 (95% CI, 1.97–4.56) for major complications, and 2.94 (95% CI, 2.32–4.21) for LOS. In ROC curve analysis, mFI-5 score (area under the curve [AUC] = 0.743) achieved superior discrimination compared to age (AUC = 0.594) for mortality.
Conclusion Increasing frailty, as measured by mFI-5, is a more robust predictor as compared to age, for poor postoperative outcomes in spinal tumor surgery patients. The mFI-5 may be clinically used for preoperative risk stratification of spinal tumor patients.
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Affiliation(s)
- Syed Faraz Kazim
- Department of Neurosurgery, University of New Mexico, Albuquerque, NM, USA
| | | | | | - Smit Shah
- Department of Neurology, Prisma Health–Midlands/University of South Carolina School of Medicine, Columbia, SC, USA
| | - William T. Couldwell
- Department of Neurosurgery, Clinical Neurosciences Center, University of Utah, Salt Lake City, UT, USA
| | - Rachel Thommen
- School of Medicine, New York Medical College, Valhalla, NY, USA
| | | | - Matthew Conlon
- School of Medicine, New York Medical College, Valhalla, NY, USA
| | | | - John Vellek
- School of Medicine, New York Medical College, Valhalla, NY, USA
| | - Kyrill L. Cole
- School of Medicine, University of Utah, Salt Lake City, UT, USA
| | - Jose F. Dominguez
- Department of Neurosurgery, Westchester Medical Center & New York Medical College, Valhalla, NY, USA
| | - Rohini N. Mckee
- Department of Surgery, University of New Mexico, Albuquerque, NM, USA
| | - Christian B. Ricks
- Department of Neurosurgery, University of New Mexico, Albuquerque, NM, USA
| | - Peter C. Shin
- Department of Neurosurgery, University of New Mexico, Albuquerque, NM, USA
| | - Chad D. Cole
- Department of Neurosurgery, University of New Mexico, Albuquerque, NM, USA
| | - Meic H. Schmidt
- Department of Neurosurgery, University of New Mexico, Albuquerque, NM, USA
- Corresponding Author Meic H. Schmidt https://orcid.org/0000-0003-2259-9459 Department of Neurosurgery, University of New Mexico Hospital, 1 University New Mexico, MSC10 5615, Albuquerque, NM, USA
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Cole KL, Kazim SF, Thommen R, Alvarez-Crespo DJ, Vellek J, Conlon M, Tarawneh OH, Dicpinigaitis AJ, Dominguez J, McKee RG, Schmidt MH, Couldwell WT, Cole CD, Bowers CA. Association of baseline frailty status and age with outcomes in patients undergoing intracranial meningioma surgery: Results of a nationwide analysis of 5818 patients from the National Surgical Quality Improvement Program (NSQIP) 2015–2019. Eur J Surg Oncol 2022; 48:1671-1677. [DOI: 10.1016/j.ejso.2022.02.015] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 02/02/2022] [Accepted: 02/10/2022] [Indexed: 12/13/2022] Open
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Davies BM, Phillips R, Clarke D, Furlan JC, Demetriades AK, Milligan J, Witiw CD, Harrop JS, Aarabi B, Kurpad SN, Guest JD, Wilson JR, Kwon BK, Vaccaro AR, Fehlings MG, Rahimi-Movaghar V, Kotter MRN. Establishing the Socio-Economic Impact of Degenerative Cervical Myelopathy Is Fundamental to Improving Outcomes [AO Spine RECODE-DCM Research Priority Number 8]. Global Spine J 2022; 12:122S-129S. [PMID: 35174730 PMCID: PMC8859704 DOI: 10.1177/21925682211039835] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
STUDY DESIGN Literature Review (Narrative). OBJECTIVE To contextualize AO Spine RECODE-DCM research priority number 5: What is the socio-economic impact of DCM? (The financial impact of living with DCM to the individual, their supporters, and society as a whole). METHODS In this review, we introduce the methodology of health-economic investigation, including potential techniques and approaches. We summarize the current health-economic evidence within DCM, so far focused on surgical treatment. We also cover the first national estimate, in partnership with Myelopathy.org from the United Kingdom, of the cost of DCM to society. We then demonstrate the significance of this question to advancing care and outcomes in the field. RESULTS DCM is a common and often disabling condition, with a significant lack of recognition. While evidence demonstrates the cost-effectives of surgery, even among higher income countries, health inequalities exist. Further the prevalent residual disability in myelopathy, despite treatment affects both the individual and society as a whole. A report from the United Kingdom provides the first cost-estimate to their society; an annual cost of ∼£681.6 million per year, but this is likely a significant underestimate. CONCLUSION A clear quantification of the impact of DCM is needed to raise the profile of a common and disabling condition. Current evidence suggests this is likely to be globally substantial.
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Affiliation(s)
- Benjamin M. Davies
- Department of Neurosurgery, University of Cambridge, Cambridge, United Kingdom
- , International Charity for Degenerative Cervical Myelopathy, United Kingdom
| | | | - David Clarke
- Department of Neurosurgery, University of Cambridge, Cambridge, United Kingdom
| | - Julio C. Furlan
- KITE Research Institute, University Health Network, Toronto, Ontario, Canada
- Division of Physical Medicine and Rehabilitation, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | | | - Jamie Milligan
- Department of Family Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Christopher D. Witiw
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - James S. Harrop
- Department of Neurological Surgery, Thomas Jefferson University, Philadelphia, PA, USA
| | - Bizhan Aarabi
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Shekar N. Kurpad
- Department of Neurosurgery, Medical College of Wisconsin, Wauwatosa, WI, USA
| | - James D. Guest
- Department of Neurosurgery and The Miami Project to Cure Paralysis, The Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Jefferson R. Wilson
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Brian K. Kwon
- Department of Orthopedics, Vancouver Spine Surgery Institute, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Alexander R. Vaccaro
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Michael G. Fehlings
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Vafa Rahimi-Movaghar
- Department of Neurosurgery, Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Mark R. N. Kotter
- Department of Neurosurgery, University of Cambridge, Cambridge, United Kingdom
- , International Charity for Degenerative Cervical Myelopathy, United Kingdom
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Chan V, Witiw CD, Wilson JRF, Wilson JR, Coyte P, Fehlings MG. Frailty is an important predictor of 30-day morbidity in patients treated for lumbar spondylolisthesis using a posterior surgical approach. Spine J 2022; 22:286-295. [PMID: 34500077 DOI: 10.1016/j.spinee.2021.08.008] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 08/17/2021] [Accepted: 08/23/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Traditionally, a nonoperative approach has been favored for elderly patients with lumbar spondylolisthesis due to a perceived higher risk of morbidity with surgery. However, most studies have used an arbitrary age cut-off to define "elderly" and this research has yielded conflicting results. PURPOSE The purpose of this study was to investigate the impact of frailty on morbidity after surgery for degenerative lumbar spondylolisthesis treated with a posterior approach. STUDY DESIGN A retrospective cohort study was performed. PATIENT SAMPLE The American College of Surgeons National Surgical Quality Improvement Program (NSQIP) database, with years 2010 to 2018 included in this study. Patients who received posterior lumbar spine decompression with or without single level posterior instrumented fusion for degenerative lumbar spondylolisthesis were included. Patients who received anterior and/or lateral approaches were excluded. OUTCOME MEASURES The primary outcome was Clavien-Dindo grade IV complication. Secondary outcomes were readmission, reoperation, and discharge to location other than home. METHODS Patient demographics and comorbidities were extracted. Logistic regression analysis was performed to investigate the association between outcomes and the Modified Frailty Index-5, adjusting for age, gender, body mass index, smoking status, and surgical procedure performed. A sub-analysis was done to assess the effect of frailty in three different age groups (18-45 years, 46-65 years, and >65 years) for the two surgical cohorts. RESULTS There were 15,658 patients in this study. The mean age was 62.5 years. Approximately 70% of the patients received decompression with fusion. Frailty was significantly associated with an increased risk of major complication, unplanned readmission, reoperation, and non-home discharge. The risk increased with increasing frailty. For patients who received decompression, frailty was associated with a higher risk of readmission and non-home discharge in patients >65 years. For patients who received decompression and fusion, frailty was associated with a higher risk of complications, readmission, and non-home discharge in patients >65 years. CONCLUSIONS Frailty is independently associated with a higher risk of morbidity after posterior surgery in patients with lumbar spondylolisthesis, especially in patients older than 65. These data are of significance to clinicians in planning treatment for these patients.
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Affiliation(s)
- Vivien Chan
- Department of Neurosurgery, University of Alberta, 11400 University Avenue, Edmonton, Alberta T6G 2B7, Canada; Division of Neurosurgery, Department of Surgery, 149 College Street, University of Toronto, Toronto, Ontario M5T 2S8, Canada
| | - Christopher D Witiw
- Division of Neurosurgery, Department of Surgery, 149 College Street, University of Toronto, Toronto, Ontario M5T 2S8, Canada
| | - Jamie R F Wilson
- Division of Neurosurgery, Department of Surgery, 149 College Street, University of Toronto, Toronto, Ontario M5T 2S8, Canada; Division of Neurosurgery, Krembil Neuroscience Centre, Toronto Western Hospital, University Health Network, 399 Bathurst Street, Toronto, Ontario M5T 2S8, Canada; Department of Neurosurgery, University of Nebraska Medical Center, 42nd and, Emile Street, Omaha, NE, 68198, USA
| | - Jefferson R Wilson
- Division of Neurosurgery, Department of Surgery, 149 College Street, University of Toronto, Toronto, Ontario M5T 2S8, Canada
| | - Peter Coyte
- Institute of Health Policy, Management and Evaluation, University of Toronto, 155 College Street, Toronto, Ontario M5T 3M6, Canada
| | - Michael G Fehlings
- Division of Neurosurgery, Department of Surgery, 149 College Street, University of Toronto, Toronto, Ontario M5T 2S8, Canada; Division of Neurosurgery, Krembil Neuroscience Centre, Toronto Western Hospital, University Health Network, 399 Bathurst Street, Toronto, Ontario M5T 2S8, Canada.
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50
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Rodrigues-Pinto R, Montenegro TS, Davies BM, Kato S, Kawaguchi Y, Ito M, Zileli M, Kwon BK, Fehlings MG, Koljonen PA, Kurpad SN, Guest JD, Aarabi B, Rahimi-Movaghar V, Wilson JR, Kotter MRN, Harrop JS. Optimizing the Application of Surgery for Degenerative Cervical Myelopathy [AO Spine RECODE-DCM Research Priority Number 10]. Global Spine J 2022; 12:147S-158S. [PMID: 35174733 PMCID: PMC8859702 DOI: 10.1177/21925682211062494] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
STUDY DESIGN Literature Review (Narrative). OBJECTIVE To introduce the number 10 research priority for Degenerative Cervical Myelopathy: Individualizing Surgery. METHODS This article summarizes the current recommendations and indications for surgery, including how known prognostic factors such as injury time, age, disease severity, and associated comorbidities impact surgical outcome. It also considers key areas of uncertainty that should be the focus of future research. RESULTS While a small proportion of conservatively managed patients may remain stable, the majority will deteriorate over time. To date, surgical decompression is the mainstay of treatment, able to halt disease progression and improve neurologic function and quality of life for most patients. Whilst this recognition has led to recommendations on when to offer surgery, there remain many uncertainties including the type of surgery, or timing in milder and/or asymptomatic cases. Their clarification has the potential to transform outcomes, by ensuring surgery offers each individual its maximum benefit. CONCLUSION Developing the evidence to better guide surgical decision-making at the individual patient level is a research priority for Degenerative Cervical Myelopathy.
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Affiliation(s)
- Ricardo Rodrigues-Pinto
- Spinal Unit (UVM), Department of Orthopaedics, Centro Hospitalar Universitário do Porto - Hospital de Santo António, Porto, Portugal
- Instituto de Ciências Biomédicas Abel Salazar, Porto, Portugal
| | - Thiago S. Montenegro
- Department of Neurological Surgery, Thomas Jefferson University, Philadelphia, PA, USA
| | | | - So Kato
- Department of Orthopaedic Surgery, The University of Tokyo, Tokyo, Japan
| | | | - Manabu Ito
- Department of Orthopaedic Surgery, National Hospital Organization Hokkaido Medical Center, Sapporo, Japan
| | - Mehmet Zileli
- Neurosurgery Department, Ege University, Bornova, Izmir, Turkey
| | - Brian K. Kwon
- Vancouver Spine Surgery Institute, Department of Orthopedics, The University of British Columbia, Vancouver, BC, Canada
| | - Michael G. Fehlings
- Division of Neurosurgery, Department of Surgery, University of Toronto, ON, Canada
| | - Paul A. Koljonen
- Department of Orthopaedics and Traumatology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Shekar N. Kurpad
- Department of Neurosurgery, Medical College of Wisconsin, Wauwatosa, WI, USA
| | - James D. Guest
- Department of Neurosurgery and The Miami Project to Cure Paralysis, The Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Bizhan Aarabi
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Vafa Rahimi-Movaghar
- Department of Neurosurgery, Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Iran
| | - Jefferson R. Wilson
- Division of Neurosurgery, Department of Surgery, University of Toronto, ON, Canada
| | | | - James S. Harrop
- Department of Neurological Surgery, Thomas Jefferson University, Philadelphia, PA, USA
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