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Rudio K, Philips S, Gelabert HA, Rigberg DA, Bowens N, Archie M, O'Connell JB, Ulloa JG. Evaluating the Prognostic Accuracy of AMPREDICT in Predicting 1-Year Mortality Following Major Lower Limb Amputation. Ann Vasc Surg 2025; 110:169-175. [PMID: 39053730 DOI: 10.1016/j.avsg.2024.06.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2024] [Accepted: 06/17/2024] [Indexed: 07/27/2024]
Abstract
BACKGROUND Accurately predicting postoperative outcomes is fundamental to informed clinical decision-making, and alignment of patient and family expectations. The AMPREDICT Decision Support Tool is a predictive tool designed to assess the probability of mortality 1 year after major and minor amputations. We aimed to evaluate the prognostic accuracy of AMPREDICT in our Veteran patient population. METHODS Retrospective review of lower extremity amputations completed at the West Los Angeles Veterans Affairs hospital from 2000 to 2020. Staged open amputations and previous minor amputations were excluded. Using the AMPREDICT tool, the probability of mortality 1 year postsurgery for single-stage transfemoral and transtibial amputations was calculated, then compared with observed patient outcomes. Observed to predicted mortality was compared through boxplots, at 1 year after surgery, confidence intervals were calculated, and group means were compared using Student's t-test. Receiver operator curves were constructed to assess discriminatory capacity of the tool. Significance was set at P < 0.05. RESULTS Four hundred twenty three patients underwent 650 lower extremity amputations during our study period. Two hundred sixty seven patients underwent single-stage transfemoral or transtibial amputations comprising our study cohort. The average age at amputation was 66 years with an average age of death at 71 years. AMPREDICT tool's prognostic capability varied across the 2 amputations studied. For single-staged transfemoral amputations, prediction aligned closely with observed outcomes, as indicated by a significant P value of 0.0002 (confidence interval 12.73-36.37). For single-stage transtibial amputations, the predictions were also significant, P value 0.0017 (confidence interval 5.25-21.20), although had a wider prediction range. CONCLUSIONS Our study confirms the reliability of the AMPREDICT tool in predicting 1-year mortality for patients undergoing major lower limb amputations. The predictive accuracy was found to be statistically significant for both single-staged transfemoral and transtibial amputations. These findings suggest that AMPREDICT may be a valuable tool in the clinical setting for patients undergoing major lower limb amputation.
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Affiliation(s)
- Kristina Rudio
- Division of Vascular Surgery, Surgical & Perioperative Careline, Greater Los Angeles Veterans Affairs Healthcare System, Los Angeles, CA.
| | - Sophie Philips
- Department of Statistics, University of California, Los Angeles, Los Angeles, CA
| | - Hugh A Gelabert
- Division of Vascular Surgery, Surgical & Perioperative Careline, Greater Los Angeles Veterans Affairs Healthcare System, Los Angeles, CA; Division of Vascular & Endovascular Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
| | - David A Rigberg
- Division of Vascular Surgery, Surgical & Perioperative Careline, Greater Los Angeles Veterans Affairs Healthcare System, Los Angeles, CA; Division of Vascular & Endovascular Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
| | - Nina Bowens
- Division of Vascular Surgery, Surgical & Perioperative Careline, Greater Los Angeles Veterans Affairs Healthcare System, Los Angeles, CA; Division of Vascular & Endovascular Surgery, Department of Surgery, Harbor-UCLA Medical Center, Torrance, CA
| | - Mark Archie
- Division of Vascular Surgery, Surgical & Perioperative Careline, Greater Los Angeles Veterans Affairs Healthcare System, Los Angeles, CA; Division of Vascular & Endovascular Surgery, Department of Surgery, Harbor-UCLA Medical Center, Torrance, CA
| | - Jessica B O'Connell
- Division of Vascular Surgery, Surgical & Perioperative Careline, Greater Los Angeles Veterans Affairs Healthcare System, Los Angeles, CA; Division of Vascular & Endovascular Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
| | - Jesus G Ulloa
- Division of Vascular Surgery, Surgical & Perioperative Careline, Greater Los Angeles Veterans Affairs Healthcare System, Los Angeles, CA; Division of Vascular & Endovascular Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
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Bababekov YJ, Chen YW, Udelsman BV, Camer SJ, Rand FF, Chang DC. Unexpected Successes: Can We Identify Positive Deviance in Surgery? ANNALS OF SURGERY OPEN 2023; 4:e233. [PMID: 37600894 PMCID: PMC10431339 DOI: 10.1097/as9.0000000000000233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 12/19/2022] [Indexed: 02/05/2023] Open
Affiliation(s)
- Yanik J. Bababekov
- From the Department of Surgery, University of Colorado Hospital, Aurora, CO
| | - Ya-Wen Chen
- Department of Surgery, Massachusetts General Hospital/Harvard Medical School, Boston, MA
- Codman Center for Clinical Effectiveness in Surgery, Massachusetts General Hospital/Harvard Medical School, Boston, MA
| | - Brooks V. Udelsman
- Department of Surgery, Massachusetts General Hospital/Harvard Medical School, Boston, MA
| | - Stephen J. Camer
- Department of Orthopedic Surgery, New England Baptist Hospital, Boston, MA
| | - Frank F. Rand
- Department of Orthopedic Surgery, New England Baptist Hospital, Boston, MA
| | - David C. Chang
- Department of Surgery, Massachusetts General Hospital/Harvard Medical School, Boston, MA
- Codman Center for Clinical Effectiveness in Surgery, Massachusetts General Hospital/Harvard Medical School, Boston, MA
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Buckner J, Cabot J, Fields A, Pounds L, Quint C. Surgical risk calculators in veterans following lower extremity amputation. Am J Surg 2021; 223:1212-1216. [PMID: 34969508 DOI: 10.1016/j.amjsurg.2021.12.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Revised: 10/24/2021] [Accepted: 12/06/2021] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To evaluate the accuracy of multiple risk calculators for 30-day mortality on patients undergoing major lower extremity amputation. METHODS The actual 30-day mortality at a single Veterans Affairs institution was compared to the predicted outcome from the following risk calculators: ACS-NSQIP, VASQIP, amputation scoring tool (AST), and POTTER elective. RESULTS The overall calculated 30-day mortality was similar to the actual mortality with the VASQIP and POTTER elective risk calculators, while the NSQIP and AST over-estimated the 30-day mortality. The predictive accuracy of the POTTER and NSQIP risk calculators were moderate (AUC >0.7), and fair for the VASQIP and AST. CONCLUSION Risk assessment tools can provide adjunctive data on predicted 30-day mortality in patients undergoing major lower extremity amputation. In our study, there were differences in predictability of the risk calculators for lower extremity amputation that should be considered when utilizing a risk assessment tool to improve physician-patient shared decision-making.
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Affiliation(s)
- Jacob Buckner
- Department of Surgery, Audie Murphy VA Hospital, South Texas Veterans Healthcare System, USA
| | - John Cabot
- Department of Surgery, Audie Murphy VA Hospital, South Texas Veterans Healthcare System, USA
| | - Alyssa Fields
- Department of Vascular and Endovascular Surgery, UT Health San Antonio, San Antonio, TX, 78229, USA
| | - Lori Pounds
- Department of Surgery, Audie Murphy VA Hospital, South Texas Veterans Healthcare System, USA; Department of Vascular and Endovascular Surgery, UT Health San Antonio, San Antonio, TX, 78229, USA
| | - Clay Quint
- Department of Surgery, Audie Murphy VA Hospital, South Texas Veterans Healthcare System, USA; Department of Vascular and Endovascular Surgery, UT Health San Antonio, San Antonio, TX, 78229, USA.
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Fernandes ADV, Moreira-Gonçalves D, Come J, Rosa NC, Costa V, Lopes LV, da Costa PM, Santos LL. Prehabilitation program for African sub-Saharan surgical patients is an unmet need. Pan Afr Med J 2020; 36:62. [PMID: 32754289 PMCID: PMC7380873 DOI: 10.11604/pamj.2020.36.62.21203] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2019] [Accepted: 05/27/2020] [Indexed: 11/18/2022] Open
Abstract
Approximately 4.2 million people worldwide die within 30 days of surgery each year. Half of these deaths occur in low- and middle-income countries. Postoperative deaths account for 7.7% of all deaths globally, making it the third-highest contributor to deaths, after heart disease and stroke. In sub-Saharan Africa, there is a higher rate of mortality following postoperative complications compared to high-income countries. The WHO has tools to help countries provide safer surgery. However, implementation remains poor in most African countries. Interventions focused on intraoperative or postoperative measures to improve perioperative prognosis may be too late for high-risk patients. Poor preoperative cardiorespiratory functional capacity, poor management of pre-existing comorbidities and risk factors and no assessment of the patient´s surgical risk is associated with adverse postoperative outcomes, including mortality, complications, slower recovery, longer intensive care stay, extended hospital length of stay and reduced postoperative quality of life. To significantly decrease morbidity and mortality following surgery in Africa, we propose the implementation of a comprehensive preoperative intervention, that must include: i) risk assessment of surgical patients to identify those at greater risk of postoperative complications for elective surgery; ii) increase the preoperative functional reserve of these high-risk patients, to enhance their tolerance to surgical stress and improve postoperative recovery; iii) anticipate postoperative care needs and organize tools, resources and establish simple workflows to manage postoperative complications. We believe this approach is simple, feasible and will significantly reduce postoperative burden for both patients, hospitals and society.
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Affiliation(s)
- Antero do Vale Fernandes
- Experimental Pathology and Therapeutics Group of Portuguese Institute of Oncology of Porto Francisco Gentil, E.P.E (IPO-Porto), Portugal.,Intensive Care Service of Hospital Garcia de Orta, E.P.E, Almada, Portugal
| | - Daniel Moreira-Gonçalves
- Experimental Pathology and Therapeutics Group of Portuguese Institute of Oncology of Porto Francisco Gentil, E.P.E (IPO-Porto), Portugal.,Research Centre in Physical Activity, Health and Leisure (CIAFEL), Faculty of Sport, University of Porto, Porto, Portugal
| | - Jotamo Come
- Surgical Department of Maputo Central Hospital, Maputo, Mozambique
| | - Nilton Caetano Rosa
- Surgical Oncology Department of Angolan Institute Against Cancer, Luanda, Angola
| | - Victor Costa
- Surgical Department of Agostinho Neto Hospital, Praia, Cape Verde
| | | | - Paulo Matos da Costa
- General Surgery Service, Hospital Garcia de Orta, E.P.E, Almada, Portugal.,Faculty of Medicine of the University of Lisbon, Lisbon, Portugal
| | - Lúcio Lara Santos
- Experimental Pathology and Therapeutics Group of Portuguese Institute of Oncology of Porto Francisco Gentil, E.P.E (IPO-Porto), Portugal.,Surgical Oncology Department of Portuguese Institute of Oncology of Porto Francisco Gentil, E.P.E (IPO-Porto), Portugal.,ONCOCIR, Education and Care in Oncology, Lusophone Africa, Angola
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Burden of emergency pediatric surgical procedures on surgical capacity in Uganda: a new metric for health system performance. Surgery 2020; 167:668-674. [DOI: 10.1016/j.surg.2019.12.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2019] [Revised: 11/17/2019] [Accepted: 12/04/2019] [Indexed: 11/24/2022]
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Cheung M, Kakembo N, Rizgar N, Grabski D, Ullrich S, Muzira A, Kisa P, Sekabira J, Ozgediz D. Epidemiology and mortality of pediatric surgical conditions: insights from a tertiary center in Uganda. Pediatr Surg Int 2019; 35:1279-1289. [PMID: 31324976 DOI: 10.1007/s00383-019-04520-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/01/2019] [Indexed: 02/07/2023]
Abstract
INTRODUCTION/PURPOSE The burden of pediatric surgical disease is largely unknown in low- and middle-income countries such as Uganda where access to care is limited. METHODS Implementation of a locally led database in January 2012 at a Ugandan tertiary referral hospital, and review of 3465 prospectively collected pediatric surgical admissions from January 2012 to August 2016. RESULTS 2090 children (60.3%) underwent surgery during admission. 59% were male and 41% female. 28.6% of admissions were in neonates and 50.4% were in children less than 1 year old. Congenital anomalies including Hirschsprung's, anorectal malformations, intestinal atresias, omphalocele, and gastroschisis were the most common diagnoses (38.6%) followed by infections (15.0%) and tumors (8.6%). Mortality rates were substantially higher than those of high-income countries; for example, gastroschisis and intussusception had mortality rates of 90.1% and 19.7%, respectively. Post-operative mortality was highest in the congenital anomalies group (15.0%). CONCLUSION There is a high burden of infant congenital anomalies with higher mortality rates compared to high-income countries. The unit performs primarily specialized procedures appropriate for a tertiary center. We hope that these data will facilitate evaluation of ongoing quality improvement and capacity-building initiatives.
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Affiliation(s)
- Maija Cheung
- Department of Surgery, Yale University School of Medicine, 330 Cedar Street, FMB 107, New Haven, CT, 06510, USA.
| | - Nasser Kakembo
- Department of Surgery, Makerere University, Mulago Hospital, Kampala, Uganda
| | - Nensi Rizgar
- Yale University School of Medicine, New Haven, CT, USA
| | - David Grabski
- Department of Surgery, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Sarah Ullrich
- Department of Surgery, Yale University School of Medicine, 330 Cedar Street, FMB 107, New Haven, CT, 06510, USA
| | - Arlene Muzira
- Department of Surgery, Makerere University, Mulago Hospital, Kampala, Uganda
| | - Phyllis Kisa
- Department of Surgery, Makerere University, Mulago Hospital, Kampala, Uganda
| | - John Sekabira
- Department of Surgery, Makerere University, Mulago Hospital, Kampala, Uganda
| | - Doruk Ozgediz
- Department of Surgery, Yale University School of Medicine, 330 Cedar Street, FMB 107, New Haven, CT, 06510, USA
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Hyde LZ, Valizadeh N, Al-Mazrou AM, Kiran RP. ACS-NSQIP risk calculator predicts cohort but not individual risk of complication following colorectal resection. Am J Surg 2018; 218:131-135. [PMID: 30522696 DOI: 10.1016/j.amjsurg.2018.11.017] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Revised: 10/27/2018] [Accepted: 11/14/2018] [Indexed: 12/22/2022]
Abstract
OBJECTIVE Compare the ACS-NSQIP risk calculator with institutional risk for colorectal surgery. METHODS Actual and predicted outcomes were compared for both cohort and individuals. RESULTS For the cohort, the risk calculator was accurate for 7/8 outcomes; there were more serious complications than predicted (19.4 vs 14.7%, p < 0.05). Risk calculator Brier scores and null Brier scores were comparable. PATIENTS with better outcomes than predicted were current smokers (OR 4.3 95% CI 1.2-15.4), ASA ≥ 3 (OR 10.4, 95% CI 2.8-39.2), underwent total/subtotal colectomy (OR 3.5, 95% CI 1.1-12.2) or operated by Surgeon 2 (OR 2.9, 95% CI 1.4-11.6). Patients with serious complications who had low predicted risk had low ASA (OR 10.5, 95% CI 1.3-82.6), and underwent operation by Surgeon 2 (OR 11.8, 95% CI 2.5, 55.2). LIMITATIONS Single center study, sample size may bias subgroup analyses. CONCLUSIONS The ACS NSQIP calculator did not predict outcome better than sample risk.
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Affiliation(s)
- Laura Z Hyde
- Division of Colorectal Surgery, Columbia University Medical Center/New York Presbyterian Hospital, USA; Department of Surgery, University of California San Francisco East Bay, USA
| | - Neda Valizadeh
- Division of Colorectal Surgery, Columbia University Medical Center/New York Presbyterian Hospital, USA
| | - Ahmed M Al-Mazrou
- Division of Colorectal Surgery, Columbia University Medical Center/New York Presbyterian Hospital, USA
| | - Ravi P Kiran
- Division of Colorectal Surgery, Columbia University Medical Center/New York Presbyterian Hospital, USA.
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Marks IH, Fong ZV, Stapleton SM, Hung YC, Bababekov YJ, Chang DC. How Much Data are Good Enough? Using Simulation to Determine the Reliability of Estimating POMR for Resource-Constrained Settings. World J Surg 2018; 42:2344-2347. [DOI: 10.1007/s00268-018-4529-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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