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Ehrlich A, Oh ES, Psoter KJ, Bettick D, Wang NY, Gearhart S, Sieber F. Incidence of post-operative delirium increases as severity of frailty increases. Age Ageing 2024; 53:afae168. [PMID: 39148434 PMCID: PMC11327404 DOI: 10.1093/ageing/afae168] [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: 12/06/2023] [Indexed: 08/17/2024] Open
Abstract
OBJECTIVE The surgical population is ageing and often frail. Frailty increases the risk for poor post-operative outcomes such as delirium, which carries significant morbidity, mortality and cost. Frailty is often measured in a binary manner, limiting pre-operative counselling. The goal of this study was to determine the relationship between categorical frailty severity level and post-operative delirium. METHODS We performed an analysis of a retrospective cohort of older adults from 12 January 2018 to 3 January 2020 admitted to a tertiary medical center for elective surgery. All participants underwent frailty screening prior to inpatient elective surgery with at least two post-operative delirium assessments. Planned ICU admissions were excluded. Procedures were risk-stratified by the Operative Stress Score (OSS). Categorical frailty severity level (Not Frail, Mild, Moderate, and Severe Frailty) was measured using the Edmonton Frail Scale. Delirium was determined using the 4 A's Test and Confusion Assessment Method-Intensive Care Unit. RESULTS In sum, 324 patients were included. The overall post-operative delirium incidence was 4.6% (15 individuals), which increased significantly as the categorical frailty severity level increased (2% not frail, 6% mild frailty, 23% moderate frailty; P < 0.001) corresponding to increasing odds of delirium (OR 2.57 [0.62, 10.66] mild vs. not frail; OR 12.10 [3.57, 40.99] moderate vs. not frail). CONCLUSIONS Incidence of post-operative delirium increases as categorical frailty severity level increases. This suggests that frailty severity should be considered when counselling older adults about their risk for post-operative delirium prior to surgery.
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Affiliation(s)
- April Ehrlich
- Division of Geriatric Medicine and Gerontology, Department of Medicine, the Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Esther S Oh
- Division of Geriatric Medicine and Gerontology, Department of Medicine, the Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Psychiatry and Behavioral Sciences, the Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Division of Neuropathology, Department of Pathology, the Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Johns Hopkins University School of Nursing, Baltimore, MD, USA
| | - Kevin J Psoter
- Division of General Pediatrics, Department of Pediatrics, the Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Dianne Bettick
- Johns Hopkins Bayview Medical Center, Baltimore, MD, USA
| | - Nae-Yuh Wang
- Departments of Medicine, Biostatistics, and Epidemiology, Johns Hopkins Medical Institutions, Baltimore, MD, USA
| | - Susan Gearhart
- Department of Surgery, the Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Frederick Sieber
- Department of Anesthesiology and Critical Care Medicine, the Johns Hopkins University School of Medicine, Baltimore, MD, USA
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2
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Jones TS, Peters X, Robinson TN. Clin-STAR corner: Practice-changing advances at the interface of surgery and geriatrics. J Am Geriatr Soc 2024; 72:1959-1963. [PMID: 38280226 PMCID: PMC11226379 DOI: 10.1111/jgs.18783] [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: 12/07/2023] [Accepted: 12/24/2023] [Indexed: 01/29/2024]
Abstract
Older adults who undergo major operations are at high risk for complications, disability, and death. The physio-social compromises unique to older adults are not routinely assessed and managed in the perioperative setting. Currently, the most practice-changing topic nationally in geriatric surgery is the implementation of comprehensive, multidisciplinary geriatric care pathways to provide age-friendly care for older adults throughout their perioperative course. This review presents three recently published articles focused on defining evidence-based outcomes associated with implementation of a comprehensive geriatric surgery program for older adults undergoing major inpatient operations. These studies serve as the initial evidence evaluating the efficacy and effectiveness of comprehensive perioperative geriatric surgery programs. Each study was chosen due to their high potential for meaningful impact for both clinicians and healthcare systems looking to improve their surgical care of older adults.
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Affiliation(s)
- Teresa S Jones
- University of Colorado School of Medicine, Aurora, CO
- Rocky Mountain VA Medical Center, Aurora, CO
| | - Xane Peters
- American College of Surgeons Geriatric Surgery Clinical Scholars Program, Chicago, IL
| | - Thomas N Robinson
- University of Colorado School of Medicine, Aurora, CO
- Rocky Mountain VA Medical Center, Aurora, CO
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3
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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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4
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Katlic MR, Wolf J, Demos SJ, Rosenthal RA. Making a Financial Case for the Geriatric Surgery Verification Program. ANNALS OF SURGERY OPEN 2024; 5:e439. [PMID: 38911623 PMCID: PMC11191881 DOI: 10.1097/as9.0000000000000439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 04/19/2024] [Indexed: 06/25/2024] Open
Abstract
Mini abstract The financial benefits of instituting the American College of Surgeons Geriatric Surgery Verification Program far exceed the costs, with the added benefits of enhanced patient satisfaction and improved staff morale.
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Affiliation(s)
- Mark R. Katlic
- From the Center for Geriatric Surgery, Department of Surgery, Sinai Hospital, Baltimore, MD
| | - Joshua Wolf
- From the Center for Geriatric Surgery, Department of Surgery, Sinai Hospital, Baltimore, MD
| | - S. Jasmine Demos
- From the Center for Geriatric Surgery, Department of Surgery, Sinai Hospital, Baltimore, MD
| | - Ronnie A. Rosenthal
- From the Center for Geriatric Surgery, Department of Surgery, Sinai Hospital, Baltimore, MD
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Branstetter RM, Owodunni OP, Courville EN, Courville JT, Gagliardi TA, Conti JT, Schmidt MH, Bowers CA. The Weight of Frailty in Neurosurgery Patients: Analyzing the Combined Effect of Frailty and Body Mass Index on 30-Day Postoperative Mortality. World Neurosurg 2024; 184:e449-e459. [PMID: 38310945 DOI: 10.1016/j.wneu.2024.01.145] [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: 01/08/2024] [Accepted: 01/25/2024] [Indexed: 02/06/2024]
Abstract
OBJECTIVE There is a rising prevalence of overweight and obese persons in the US, and there is a paucity of information about the relationship between frailty and body mass index. Therefore, we examined discrimination thresholds and independent relationships of the risk analysis index (RAI), modified frailty index-5 (mFI-5), and increasing patient age in predicting 30-day postoperative mortality. METHODS This retrospective American College of Surgeons National Surgical Quality Improvement Program analysis compared all overweight or obese adult patients who underwent neurosurgery procedures between 2012 and 2020. We compared discrimination using receiver operating characteristic curve analysis for RAI, mFI-5, and increasing patient age. Furthermore, multivariable analyses, as well as subgroup analyses by procedure type i.e., spine, skull base, and other (vascular and functional) were performed, and reported as odds ratios (ORs) and 95% confidence intervals (CIs). RESULTS We included 315,725/412,909 (76.5%) neurosurgery patients, with a median age of 59 years (interquartile range: 48-68), predominately White 76.7% and male 54.3%. Receiver operating characteristic analysis for 30-day postoperative mortality demonstrated a higher discriminatory threshold for RAI (C-statistic: 0.790, 95%CI: 0.782-0.800) compared to mFI-5 (C-statistic: 0.692, 95%CI: 0.620-0.638) and increasing patient age (C-statistic: 0.659, 95%CI: 0.650-0.668). Multivariable analyses showed a dose-dependent association and a larger magnitude of effect by RAI: frail patients OR: 11.82 (95%CI: 10.57-13.24), and very frail patients OR: 31.19 (95%CI: 24.87-39.12). A similar trend was observed in all subgroup analyses i.e., spine, skull base, and other (vascular and functional) procedures (P ≤ 0.001). CONCLUSIONS Increasing frailty was associated with a higher rate of 30-day postoperative mortality, with a dose-dependent effect. Furthermore, the RAI had a higher threshold for discrimination and larger effect sizes than mFI-5 and increasing patient age. These findings support RAI's use in preoperative assessments, as it has the potential to improve postoperative outcomes through targeted interventions.
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Affiliation(s)
- Robert M Branstetter
- Louisiana State University Health and Sciences Center School of Medicine, New Orleans, Louisiana, USA
| | - Oluwafemi P Owodunni
- Department of Emergency Medicine, University of New Mexico Hospital, Albuquerque, New Mexico, USA; Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, New Mexico, USA.
| | - Evan N Courville
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, New Mexico, USA; Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, New Mexico, USA
| | - Jordyn T Courville
- Louisiana State University Health and Sciences Center School of Medicine, New Orleans, Louisiana, USA
| | | | - Joseph T Conti
- New York Medical College School of Medicine, Valhalla, New York, USA
| | - Meic H Schmidt
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, New Mexico, USA; Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, New Mexico, USA
| | - Christian A Bowers
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, New Mexico, USA
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Owodunni OP, Courville EN, Peter-Okaka U, Ricks CB, Schmidt MH, Bowers CA. Multiplicative effect of frailty and obesity on postoperative mortality following spine surgery: a deep dive into the frailty, obesity, and Clavien-Dindo dynamic. Int J Obes (Lond) 2024; 48:360-369. [PMID: 38110501 DOI: 10.1038/s41366-023-01423-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 11/10/2023] [Accepted: 11/22/2023] [Indexed: 12/20/2023]
Abstract
BACKGROUND/OBJECTIVES Obesity is a global health challenge that affects a large proportion of adults worldwide. Obesity and frailty pose considerable health risks due to their potential to interact and amplify one another's negative effects. Therefore, we sought to compare the discriminatory thresholds of the risk analysis index (RAI), 5-factor modified frailty index (m-FI-5) and patient age for the primary endpoint of postoperative mortality. SUBJECTS/METHODS We included spine surgery patients ≥18 years old, from the American College of Surgeons National Quality Improvement program database from 2012-2020, that were classified as obese. We performed receiver operating characteristic curve analysis to compare the discrimination threshold of RAI, mFI-5, and patient age for postoperative mortality. Proportional hazards risk-adjusted regressions were performed, and Hazard ratios and corresponding 95% Confidence intervals (CI) are reported. RESULTS Overall, there were 149 163 patients evaluated, and in the ROC analysis for postoperative mortality, RAI showed superior discrimination C-statistic 0.793 (95%CI: 0.773-0.813), compared to mFI-5 C-statistic 0.671 (95%CI 0.650-0.691), and patient age C-statistic 0.686 (95%CI 0.666-0.707). Risk-adjusted analyses were performed, and the RAI had a stepwise increasing effect size across frailty strata: typical patients HR 2.55 (95%CI 2.03-3.19), frail patients HR 3.48 (95%CI 2.49-4.86), and very frail patients HR 4.90 (95%CI 2.87-8.37). We found increasing postoperative mortality effect sizes within Clavein-Dindo complication strata, consistent across obesity categories, exponentially increasing with frailty, and multiplicatively enhanced within CD, frailty and obesity strata. CONCLUSION In this study of 149 163 patients classified as obese and undergoing spine procedures in an international prospective surgical database, the RAI demonstrated superior discrimination compared to the mFI-5 and patient age in predicting postoperative mortality risk. The deleterious effects of frailty and obesity were synergistic as their combined effect predicted worse outcomes.
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Affiliation(s)
- 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
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM, USA
| | - Uchenna Peter-Okaka
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA
| | - Christian B Ricks
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM, USA
| | - Meic H Schmidt
- Department of Neurosurgery, 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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7
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Agathis AZ, Bangla VG, Divino CM. Assessing the mFI-5 frailty score and functional status in geriatric patients undergoing inguinal hernia repairs. Hernia 2024; 28:135-145. [PMID: 37878113 DOI: 10.1007/s10029-023-02905-w] [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: 08/08/2023] [Accepted: 09/24/2023] [Indexed: 10/26/2023]
Abstract
PURPOSE The modified 5-factor frailty index (mFI-5) is a prognostic tool based on five comorbidities from the American College of Surgeons (ACS) National Surgical Quality Improvement Program (NSQIP) database-hypertension, congestive heart failure, chronic obstructive pulmonary disease (COPD), diabetes, and non-independent functional status. Our study investigates the mFI-5 index's ability to predict morbidity, length of stay (LOS), and discharge destination in geriatric patients undergoing inguinal hernia repairs, as well as assesses the interplay of baseline functional status. METHODS Patients aged ≥ 65 years who underwent inguinal or femoral hernia repairs from the 2018-2020 NSQIP database were studied. Separate analyses were performed for emergent and elective cohorts. Stratification was performed according to the sum of mFI-5 variables: mFI = 0, mFI = 1, mFI ≥ 2. RESULTS A total of 41,897 consisted of 92.9% elective and 7.1% emergent cases. The sample was 37.8% mFI = 0, 47.2% mFI = 1, and 15.0% mFI ≥ 2. Median age was 73 (IQR 68-78). Of emergent mFI ≥ 2 cases, 24.2% had non-independent functional status, versus only 4.8% in elective cases. Area under the curve was calculated for emergent and elective groups, including mortality (0.86, 0.80), pneumonia (0.82, 0.77), discharge destination not home (0.78, 0.73), prolonged LOS (0.69, 0.66), and infection (0.71, 0.62). Of index variables, dependent functional status was correlated with increased complications in elective and emergent cohorts, while COPD was significant in elective cases (OR > 2.0, p < 0.05). CONCLUSION The mFI-5 is predictive of complications in geriatric inguinal hernia repairs, especially in emergent cases. Frail patients with non-independent functional status are most at risk and, thus require proactive and watchful perioperative care.
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Affiliation(s)
- A Z Agathis
- Division of General Surgery, Department of Surgery, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1259, New York, NY, 10029, USA
| | - V G Bangla
- Division of General Surgery, Department of Surgery, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1259, New York, NY, 10029, USA
| | - C M Divino
- Division of General Surgery, Department of Surgery, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1259, New York, NY, 10029, USA.
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Gagliardi TA, Conti JT, Courville JT, Owodunni OP, Courville EN, Kazim SF, Schmidt MH, Bowers CA. The risk analysis index demonstrates exceptional discrimination in predicting frailty's impact on neurosurgical length of stay quality metrics. World J Surg 2024; 48:59-71. [PMID: 38686751 DOI: 10.1002/wjs.12020] [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: 10/13/2023] [Accepted: 10/26/2023] [Indexed: 05/02/2024]
Abstract
BACKGROUND Quality measures determine reimbursement rates and penalties in value-based payment models. Frailty impacts these quality metrics across surgical specialties. We compared the discriminatory thresholds for the risk analysis index (RAI), modified frailty index-5 (mFI-5) and increasing patient age for the outcomes of extended length of stay (LOS [eLOS]), prolonged LOS within 30 days (pLOS), and protracted LOS (LOS > 30). METHODS Patients ≥18 years old who underwent neurosurgical procedures between 2012 and 2020 were queried from the ACS-NSQIP. We performed receiver operating characteristic analysis, and multivariable analyses to examine discriminatory thresholds and identify independent associations. RESULTS There were 411,605 patients included, with a median age of 59 years (IQR, 48-69), 52.2% male patients, and a white majority 75.2%. For eLOS: RAI C-statistic 0.653 (95% CI: 0.652-0.655), versus mFI-5 C-statistic 0.552 (95% CI: 0.550-0.554) and increasing patient age C-statistic 0.573 (95% CI: 0.571-0.575). Similar trends were observed for pLOS- RAI: 0.718, mFI-5: 0.568, increasing patient age: 0.559, and for LOS>30- RAI: 0.714, mFI-5: 0.548, and increasing patient age: 0.506. Patients with major complications had eLOS 10.1%, pLOS 26.5%, and LOS >30 45.5%. RAI showed a larger effect for all three outcomes, and major complications in multivariable analyses. CONCLUSION Increasing frailty was associated with three key quality metrics that is, eLOS, pLOS, LOS > 30 after neurosurgical procedures. The RAI demonstrated a higher discriminating threshold compared to both mFI-5 and increasing patient age. Preoperative frailty screening may improve quality metrics through risk mitigation strategies and better preoperative communication with patients and their families.
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Affiliation(s)
| | - Joseph T Conti
- New York Medical College School of Medicine, Valhalla, New York, USA
| | - Jordyn T Courville
- Louisiana State University Health and Sciences Center School of Medicine, Shreveport, Louisiana, USA
| | - Oluwafemi P Owodunni
- Department of Emergency Medicine, University of New Mexico Hospital, Albuquerque, New Mexico, USA
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, New Mexico, USA
| | - Evan N Courville
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, New Mexico, USA
- Department of Neurosurgical Sciences, University of New Mexico Hospital, Albuquerque, New Mexico, USA
| | - Syed F Kazim
- Department of Neurosurgical Sciences, University of New Mexico Hospital, Albuquerque, New Mexico, USA
| | - Meic H Schmidt
- Department of Neurosurgical Sciences, University of New Mexico Hospital, Albuquerque, New Mexico, USA
| | - Christian A Bowers
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, New Mexico, USA
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Courville EN, Owodunni OP, Courville JT, Kazim SF, Kassicieh AJ, Hynes AM, Schmidt MH, Bowers CA. Frailty Is Associated With Decreased Survival in Adult Patients With Nonoperative and Operative Traumatic Subdural Hemorrhage: A Retrospective Cohort Study of 381,754 Patients. ANNALS OF SURGERY OPEN 2023; 4:e348. [PMID: 38144491 PMCID: PMC10735122 DOI: 10.1097/as9.0000000000000348] [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: 03/16/2023] [Accepted: 09/06/2023] [Indexed: 12/26/2023] Open
Abstract
Objective We investigated frailty's impact on traumatic subdural hematoma (tSDH), examining its relationship with major complications, length of hospital stay (LOS), mortality, high level of care discharges, and survival probabilities following nonoperative and operative management. Background Despite its frequency as a neurosurgical emergency, frailty's impact on tSDH remains underexplored. Frailty characterized by multisystem impairments significantly predicts poor outcomes, necessitating further investigation. Methods A retrospective study examining tSDH patients ≥18 years and assigned an abbreviated injury scale score ≥3, and entered into ACS-TQIP between 2007 and 2020. We employed multivariable analyses for risk-adjusted associations of frailty and our outcomes, and Kaplan-Meier plots for survival probability. Results Overall, 381,754 tSDH patients were identified by mFI-5 as robust-39.8%, normal-32.5%, frail-20.5%, and very frail-7.2%. There were 340,096 nonoperative and 41,658 operative patients. The median age was 70.0 (54.0-81.0) nonoperative, and 71.0 (57.0-80.0) operative cohorts. Cohorts were predominately male and White. Multivariable analyses showed a stepwise relationship with all outcomes P < 0.001; 7.1% nonoperative and 14.9% operative patients had an 20% to 46% increased risk of mortality, that is, nonoperative: very frail (HR: 1.20 [95% CI: 1.13-1.26]), and operative: very frail (HR: 1.46 [95% CI: 1.38-1.55]). There were precipitous reductions in survival probability across mFI-5 strata. Conclusion Frailty was associated with major complications, LOS, mortality, and high level care discharges in a nationwide population of 381,754 patients. While timely surgery may be required for patients with tSDH, rapid deployment of point-of-care risk assessment for frailty creates an opportunity to equip physicians in allocating resources more precisely, possibly leading to better outcomes.
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Affiliation(s)
- Evan N. Courville
- From the Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM
| | - Oluwafemi P. Owodunni
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM
- Department of Emergency Medicine, University of New Mexico Hospital, Albuquerque, NM
| | - Jordyn T. Courville
- Louisiana State University Health and Sciences Center School of Medicine, Shreveport, Louisiana, US; University of New Mexico School of Medicine, Albuquerque, NM
| | - Syed F. Kazim
- From the Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM
| | - Alexander J. Kassicieh
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM
- Louisiana State University Health and Sciences Center School of Medicine, Shreveport, Louisiana, US; University of New Mexico School of Medicine, Albuquerque, NM
| | - Allyson M. Hynes
- Department of Emergency Medicine, University of New Mexico Hospital, Albuquerque, NM
- Division of Critical Care, Department of Surgery, University of New Mexico Hospital, Albuquerque, NM
| | - Meic H. Schmidt
- From the Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, NM
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM
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10
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Owodunni OP, Yocky AG, Courville EN, Peter-Okaka U, Alare KP, Schmidt M, Alunday R, Greene-Chandos D, Bowers CA. A comprehensive analysis of the triad of frailty, aging, and obesity in spine surgery: the risk analysis index predicted 30-day mortality with superior discrimination. Spine J 2023; 23:1778-1789. [PMID: 37625550 DOI: 10.1016/j.spinee.2023.08.008] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 08/09/2023] [Accepted: 08/13/2023] [Indexed: 08/27/2023]
Abstract
BACKGROUND CONTEXT The United States has experienced substantial shifts in its population dynamics due to an aging population and increasing obesity rates. Nonetheless, there is limited data about the interplay between the triad of frailty, aging, and obesity. PURPOSE To investigate discriminative thresholds and independent associations of the Risk Analysis Index (RAI), Modified Frailty Index-5 (mFI-5), and greater patient age. STUDY DESIGN An observational retrospective cohort study. PATIENT SAMPLE We analyzed 49,754 spine surgery patients from the American College of Surgeons National Surgical Quality Improvement Program database from 2012 to 2020. OUTCOME MEASURE A total of 30-day postoperative mortality. METHODS Using receiver operating characteristic (ROC) and multivariable (odds ratios [OR] and 95% confidence intervals [CI]) analyses, we compared the discriminative thresholds and independent associations of RAI, mFI-5, and greater patient age in elderly obese patients who underwent spine surgery. RESULTS There were 49,754 spine surgery patients, with a median age of 71 years (IQR: 68-75), largely white (82.6%) and male (51.9%). The ROC analysis for 30-day postoperative mortality demonstrated superior discrimination for RAI (C-statistic 0.779, 95%CI 0.54-0.805) compared to mFI-5 (C-statistic 0.623, 95% CI 0.594-0.651) and greater patient age (C-statistic 0.627, 95% CI 0.598-0.656). Multivariable analyses revealed a dose-dependent association and a larger effect magnitude for RAI: frail patients OR: 19.52 (95% CI 18.29-20.82) and very frail patients OR: 65.81 (95% CI 62.32-69.50). A similar trend was observed in the interaction evaluating RAI-age-obesity (p<.001). CONCLUSION Our study highlights a strong association between frailty and 30-day postoperative mortality in elderly obese spine patients, revealing a dose-dependent relationship. The RAI has superior discrimination than the mFI-5 and greater patient age in predicting 30-day postoperative mortality after spine surgery. Using the RAI in preoperative assessments may improve outcomes and help healthcare providers effectively communicate accurate surgical risks and potential benefits, set realistic recovery expectations, and enhances patient satisfaction.
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Affiliation(s)
- Oluwafemi P Owodunni
- Department of Emergency Medicine, University of New Mexico Hospital, MSC11 6025, 1 University of New Mexico, Albuquerque, NM 87131, USA; Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA.
| | - Alyssa G Yocky
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA; University of New Mexico School of Medicine, 2501 Frontier Ave NE, Albuquerque, NM 87106, USA
| | - Evan N Courville
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA; Department of Neurosurgical Surgery, University of New Mexico Hospital, MSC08 4720 1 UNM, Albuquerque, NM 87131, USA
| | - Uchenna Peter-Okaka
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA; West Virginia University School of Medicine, 64 Medical Center Dr, Morgantown, WV 26506, USA
| | - Kehinde P Alare
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA
| | - Meic Schmidt
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA; Department of Neurosurgical Surgery, University of New Mexico Hospital, MSC08 4720 1 UNM, Albuquerque, NM 87131, USA
| | - Robert Alunday
- Department of Emergency Medicine, University of New Mexico Hospital, MSC11 6025, 1 University of New Mexico, Albuquerque, NM 87131, USA; Department of Neurosurgical Surgery, University of New Mexico Hospital, MSC08 4720 1 UNM, Albuquerque, NM 87131, USA; Center for Adult Critical Care, University of New Mexico Hospital, 2211 Lomas Blvd NE, Albuquerque, NM 8710, USA
| | - Diana Greene-Chandos
- Center for Adult Critical Care, University of New Mexico Hospital, 2211 Lomas Blvd NE, Albuquerque, NM 8710, USA; Department of Neurology, University of New Mexico Hospital, MSC08 4720 1 UNM, Albuquerque, NM 87131, USA
| | - Christian A Bowers
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, USA
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11
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Owodunni OP, Bowers CA. Letter: Beyond Risk Assessment: A New Vision for Transdisciplinary Frailty Care Coordination in Neurosurgery. Neurosurgery 2023; 93:e131-e132. [PMID: 37655891 DOI: 10.1227/neu.0000000000002651] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 07/23/2023] [Indexed: 09/02/2023] Open
Affiliation(s)
- Oluwafemi P Owodunni
- Department of Emergency Medicine, University of New Mexico Hospital, Albuquerque, New Mexico, USA
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, New Mexico, USA
| | - Christian A Bowers
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, New Mexico, USA
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12
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Ehrlich AL, Owodunni OP, Mostales JC, Efron J, Hundt J, Magnuson T, Gearhart SL. Implementation of a Multispecialty Geriatric Surgery Pathway Reduces Inpatient Cost for Frail Patients. Ann Surg 2023; 278:e726-e732. [PMID: 37203587 PMCID: PMC10524651 DOI: 10.1097/sla.0000000000005902] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
OBJECTIVE The objective of this study was to evaluate the effect of geriatric surgical pathway (GSP) implementation on inpatient cost of care. BACKGROUND Achieving high-value care for older patients is the goal of the American College of Surgeons Geriatric Verification Program (ACS-GSV). We have previously shown that implementation of our geriatric surgery pathway, which aligns with the ACS-GSV standards, resulted in a reduction in loss of independence and complications. METHODS Patients ≥65 years who underwent an inpatient elective surgical procedure included in the American College of Surgeons National Quality Improvement Program (ACS NSQIP) registry from July 2016 through December 2017 were compared with those patients from February 2018 to December 2019 who were cared for on our GSP. An amalgamation of Clinformatics DataMart, the electronic health record, and the ACS NSQIP registry produced the analytical dataset. We compared mean total and direct costs of care for the entire cohort as well as through propensity matching of frail surgical patients to account for differences in clinical characteristics. RESULTS The total mean cost of health care services during hospitalization was significantly lower in the cohort on our GSP ($23,361±$1110) as compared with the precohort ($25,452±$1723), P <0.001. On propensity-matched analysis, cost savings was more evident in our frail geriatric surgery patients. CONCLUSIONS This study shows that high-value care can be achieved with the implementation of a GSP that aligns with the ACS-GSV program.
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Affiliation(s)
- April L Ehrlich
- Division of Geriatrics, Johns Hopkins University School of Medicine, Baltimore, MD
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Oluwafemi P Owodunni
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Joshua C Mostales
- Division of Geriatrics, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Jonthan Efron
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD
- Johns Hopkins University School of Medicine, Baltimore, MD
| | - John Hundt
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD
- Johns Hopkins University School of Medicine, Baltimore, MD
| | - Tom Magnuson
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Susan L Gearhart
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD
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13
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Owodunni OP, Peter-Okaka U, Courville EN, Schmidt MH, Bowers CA. Letter: A Pathway to Safe Spine Surgery in Underweight Frail Patients: The Revised Risk Analysis Index Displays Remarkable Discrimination for 30-Day Postoperative Mortality and Nonhome Discharge. Neurosurgery 2023; 93:e42-e45. [PMID: 37246860 DOI: 10.1227/neu.0000000000002550] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 04/19/2023] [Indexed: 05/30/2023] Open
Affiliation(s)
- Oluwafemi P Owodunni
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque , New Mexico , USA
- Department of Surgery, Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque , New Mexico , USA
| | - Uchenna Peter-Okaka
- Department of Surgery, Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque , New Mexico , USA
- Department of Surgery, West Virginia University School of Medicine, Morgantown , West Virginia , USA
| | - Evan N Courville
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque , New Mexico , USA
- Department of Surgery, Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque , New Mexico , USA
| | - Meic H Schmidt
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque , New Mexico , USA
- Department of Surgery, Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque , New Mexico , USA
| | - Christian A Bowers
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque , New Mexico , USA
- Department of Surgery, Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque , New Mexico , USA
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14
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Bader AM. Geriatric surgery centers: the way forward. Int Anesthesiol Clin 2023; 61:55-61. [PMID: 36706047 DOI: 10.1097/aia.0000000000000390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Affiliation(s)
- Angela M Bader
- Department of Anesthesiology, Perioperative Medicine and Pain, Brigham and Women's Hospital, Boston, Massachusetts
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15
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Yan E, He D, Rajji TK, Chung F. Cognitive impairment and its adverse outcomes in older surgical patients: an under-recognized problem! Int Anesthesiol Clin 2023; 61:23-28. [PMID: 36735463 DOI: 10.1097/aia.0000000000000392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Affiliation(s)
- Ellene Yan
- Department of Anesthesia and Pain Medicine, Toronto Western Hospital, University Health Network, University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, Ontario, Canada
| | - David He
- Department of Anesthesia and Pain Management, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Tarek K Rajji
- Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, Ontario, Canada
- Department of Adult Neurodevelopment and Geriatric Psychiatry, Centre for Addictions and Mental Health, Toronto, Ontario, Canada
- Toronto Dementia Research Alliance, University of Toronto, Toronto, Ontario, Canada
| | - Frances Chung
- Department of Anesthesia and Pain Medicine, Toronto Western Hospital, University Health Network, University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, Ontario, Canada
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16
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Streid JL, Lee KC, Bader AM, Jarman MP, Rosenthal RA, Cooper Z, Lindvall C. Shared Decision Making in the Geriatric Surgery Verification Program: Assessing Baseline Performance. J Pain Symptom Manage 2023; 65:510-520.e3. [PMID: 36736861 DOI: 10.1016/j.jpainsymman.2023.01.018] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 01/19/2023] [Accepted: 01/24/2023] [Indexed: 02/04/2023]
Abstract
CONTEXT As part of the launch of the Geriatric Surgery Verification program in 2019, the American College of Surgeons issued care standards for older patients, including requirements for preoperative documentation of patients' goals. Hospital performance on these standards prior to the Geriatric Surgery Verification program is unknown. OBJECTIVES To assess baseline performance of the Geriatric Surgery Verification (GSV) standard for documentation of preoperative goals for older patients, and to determine factors associated with standard adherence. METHODS Using natural language processing, this study examines the electronic health records of patients aged 65 years or older who underwent coronary artery bypass grafts (CABG) or colectomies in 2017 or 2018 at three hospitals. The primary outcome was adherence to at least one of the three components of GSV Standard 5.1, which requires preoperative documentation of overall health goals, treatment goals, and patient-centered outcomes. RESULTS A total of 2630 operations and 2563 patients were included. At least one component of the standard was met in 307 (11.7%) operations and all three components were met in 5 (0.2%). Higher likelihood of meeting the standard was demonstrated for patients who were female (odds ratio [OR] 1.30; 95% CI 1.00-1.68), undergoing colectomy (OR 2.82; 95% CI 2.15-3.72), or with more comorbidities (Charlson scores >3 [OR 1.55; 95% CI 1.14-2.09]). CONCLUSION Before GSV program implementation, clinicians for two major operations almost never met the GSV standard for preoperative discussion of patient goals. Interdisciplinary teams will need to adjust clinical practice to meet best-practice communication standards for older patients.
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Affiliation(s)
- Jocelyn L Streid
- Center for Surgery and Public Health (J.L.S., K.C.L., A.M.B., M.P.J., Z.C.), Brigham and Women's Hospital, Boston, Massachusetts; Department of Anesthesiology, Perioperative and Pain Medicine (J.L.S., A.M.B.), Brigham and Women's Hospital, Boston, Massachusetts.
| | - Katherine C Lee
- Center for Surgery and Public Health (J.L.S., K.C.L., A.M.B., M.P.J., Z.C.), Brigham and Women's Hospital, Boston, Massachusetts; Department of Surgery (K.C.L.), University of California, San Diego, La Jolla, California
| | - Angela M Bader
- Center for Surgery and Public Health (J.L.S., K.C.L., A.M.B., M.P.J., Z.C.), Brigham and Women's Hospital, Boston, Massachusetts; Department of Anesthesiology, Perioperative and Pain Medicine (J.L.S., A.M.B.), Brigham and Women's Hospital, Boston, Massachusetts
| | - Molly P Jarman
- Center for Surgery and Public Health (J.L.S., K.C.L., A.M.B., M.P.J., Z.C.), Brigham and Women's Hospital, Boston, Massachusetts
| | | | - Zara Cooper
- Center for Surgery and Public Health (J.L.S., K.C.L., A.M.B., M.P.J., Z.C.), Brigham and Women's Hospital, Boston, Massachusetts; Department of Surgery (Z.C.), Brigham and Women's Hospital, Boston, Massachusetts
| | - Charlotta Lindvall
- Division of Palliative Medicine, Department of Medicine (C.L.), Brigham and Women's Hospital, Boston, Massachusetts; Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute (C.L.), Boston, Massachusetts
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17
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External Validation of the American College of Surgeons Surgical Risk Calculator in Elderly Patients Undergoing General Surgery Operations. J Clin Med 2022; 11:jcm11237083. [PMID: 36498657 PMCID: PMC9741190 DOI: 10.3390/jcm11237083] [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: 10/13/2022] [Revised: 11/27/2022] [Accepted: 11/28/2022] [Indexed: 12/04/2022] Open
Abstract
Preoperative risk stratification in the elderly surgical patient is an essential part of contemporary perioperative care and can be done with the use of the American College of Surgeons Surgical Risk Calculator (ACS-SRC). However, data on the generalizability of the ACS-SRC in the elderly is scarce. In this study, we report an external validation of the ACS-RC in a geriatric cohort. A retrospective analysis of a prospectively maintained database was performed including patients aged > 65 who underwent general surgery procedures during 2012−2017 in a Greek academic centre. The predictive ability of the ACS-SRC for post-operative outcomes was tested with the use of Brier scores, discrimination, and calibration metrics. 471 patients were included in the analysis. 30-day postoperative mortality was 3.2%. Overall, Brier scores were lower than cut-off values for almost all outcomes. Discrimination was good for serious complications (c-statistic: 0.816; 95% CI: 0.762−0.869) and death (c-statistic: 0.824; 95% CI: 0.719−0.929). The Hosmer-Lemeshow test showed good calibration for all outcomes examined. Predicted and observed length of stay (LOS) presented significant differences for emergency and for elective cases. The ACS-SRC demonstrated good predictive performance in our sample and can aid preoperative estimation of multiple outcomes except for the prediction of post-operative LOS.
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