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Yu J, Khamzina Y, Kennedy J, Liang NL, Hall DE, Arya S, Tzeng E, Reitz KM. The association between frailty and outcomes following ruptured abdominal aortic aneurysm repair. J Vasc Surg 2024; 80:379-388.e3. [PMID: 38614142 DOI: 10.1016/j.jvs.2024.04.021] [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: 02/06/2024] [Revised: 03/28/2024] [Accepted: 04/07/2024] [Indexed: 04/15/2024]
Abstract
OBJECTIVE Endovascular aortic repair (EVAR) is a less invasive method than the more physiologically stressful open surgical repair (OSR) for patients with anatomically appropriate abdominal aortic aneurysms (AAAs). Early postoperative outcomes are associated with both patients; physiologic reserve and the physiologic stresses of the surgical intervention. Among frail patients with reduced physiologic reserve, the stress of an aortic rupture in combination with the stress of an operative repair are less well tolerated, raising the risk of complications and mortality. This study aims to evaluate the difference in association between frailty and outcomes among patients undergoing minimally invasive EVAR and the physiologically more stressful OSR for ruptured AAAs (rAAAs). METHODS Our retrospective cohort study included adults undergoing rAAA repair in the Vascular Quality Initiative from 2010 to 2022. The validated Risk Analysis Index (RAI) (robust, ≤20; normal, 21-29; frail, 30-39; very frail, ≥40) quantified frailty. The association between the primary outcome of 1-year mortality and frailty status as well as repair type were compared using multivariable Cox models generating adjusted hazard ratios (aHRs) with 95% confidence intervals (CIs). Interaction terms evaluated the association's moderation. RESULTS We identified 5806 patients (age, 72 ± 9 years; 77% male; EVAR, 65%; robust, 6%; normal, 48%; frail, 36%; very, frail 10%) with a 53% observed 1-year mortality rate following rAAA repair. OSR (aHR, 1.43; 95% CI, 1.19-1.73) was associated with increased 1-year mortality when compared with EVAR. Increasing frailty status (frail aHR, 1.26; 95% CI, 1.00-1.59; very frail aHR, 1.64; 95% CI, 1.26-2.13) was associated with increased 1-year mortality, which was moderated by repair type (P-interaction < .05). OSR was associated with increased 1-year mortality in normal (aHR, 1.49; 95% CI, 1.20-1.87) and frail (aHR, 1.51; 95% CI, 1.20-1.89), but not among robust (aHR, 0.88; 95% CI, 0.59-1.32) and very frail (aHR, 1.29; 95% CI, 0.97-1.72) patients. CONCLUSIONS Frailty and OSR were associated with increased adjusted risk of 1-year mortality following rAAA repair. Among normal and frail patients, OSR was associated with an increased adjusted risk of 1-year mortality when compared with EVAR. However, there was no difference between OSR and EVAR among robust patients who can well tolerate the stress of OSR and among very frail patients who are unable to withstand the surgical stress from rAAA regardless of repair type.
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Affiliation(s)
- Jia Yu
- Division of Vascular Surgery, University of Pittsburgh, Pittsburgh, PA
| | | | - Jason Kennedy
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Nathan L Liang
- Division of Vascular Surgery, University of Pittsburgh, Pittsburgh, PA; Department of Surgery, University of Pittsburgh, Pittsburgh, PA; Department of Vascular Surgery, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA
| | - Daniel E Hall
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA; Center for Health Equity Research and Promotion, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA; Surgery Service, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA; Wolff Center, University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Shipra Arya
- Division of Vascular Surgery, Stanford University School of Medicine, Stanford, PA
| | - Edith Tzeng
- Division of Vascular Surgery, University of Pittsburgh, Pittsburgh, PA; Department of Surgery, University of Pittsburgh, Pittsburgh, PA; Department of Vascular Surgery, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA
| | - Katherine M Reitz
- Division of Vascular Surgery, University of Pittsburgh, Pittsburgh, PA; Department of Surgery, University of Pittsburgh, Pittsburgh, PA; Department of Vascular Surgery, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA.
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2
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Wang KM, Gelabert H, Jimenez JC, Rigberg D, Woo K. Association of Frailty with Postoperative Survival and Outcomes Following Hemodialysis Vascular Access Creation. Ann Vasc Surg 2024; 106:184-188. [PMID: 38815906 DOI: 10.1016/j.avsg.2024.03.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 11/21/2023] [Accepted: 03/10/2024] [Indexed: 06/01/2024]
Abstract
BACKGROUND The literature suggests that for patients to experience the purported advantages of an arteriovenous fistula (AVF) over arteriovenous graft (AVG), a minimum survival of 18 months is required. With the vascular access guideline shift away from "Fistula First" toward shared decision making, patient survival after vascular access creation is a major factor to consider in optimal access selection. The objective of this study is to examine outcomes of vascular access in patients with short survival and factors associated with short survival, including frailty. METHODS We performed a retrospective review of 200 access procedures performed between August 2018 and November 2020 at a single institution. Maturation was defined as the date when the surgeon deemed the access ready to be used for dialysis. A modified Risk Analysis Index (RAI) score was used to calculate frailty. RESULTS Within 3 years after access creation, 55 (27.5%) patients were recorded as dead (mortality within 3 years of access creation [3YMORT]). In the 3YMORT group, 5 did not follow-up with the surgeon prior to death and 22/34 (65%) of AVF versus 15/16 (94%) of AVGs were deemed mature prior to death (P = 0.03). Of the accesses that matured, the median days to maturation for AVF was 69 (interquartile range [IQR] 53, 87) versus 28 (IQR 18, 32) for AVG (P < 0.001). Patients in the 3YMORT group were older (70.6 vs. 63.4, P = 0.004) and had a lower body mass index (24.8 vs. 27.4, P = 0.03). Patients in the 3YMORT group had higher prevalence of dysrhythmia (35% vs. 15%, P = 0.002), chronic obstructive pulmonary disorder (20% vs. 10%, P = 0.048) and dialysis dependence at the time of access creation (91% vs. 75%, P = 0.01). There was no significant difference in sex, white race, Hispanic ethnicity, coronary artery disease, congestive heart failure, previous coronary artery bypass graft or percutaneous coronary intervention, diabetes, hypertension, and peripheral arterial disease between the 2 groups. The 3YMORT group had a significantly higher prevalence of frailty (78% vs. 49%, P = 0.0002). Patients categorized as frail by the RAI had a significantly higher risk of 3YMORT (odds ratio [OR] 3.74, 95% confidence interval [CI] 1.82-7.66) compared to nonfrail patients. Patients categorized as very frail by the RAI had an even higher risk of 3YMORT (OR 4.20, 95% CI 1.95-9.05), compared to nonfrail patients. CONCLUSIONS Patients with short life expectancy after vascular access creation may have high rates of AVF nonmaturation and longer time to maturation. Factors associated with high risk of mortality within 3 years of vascular access creation correlate well with factors included in the RAI frailty score. Patients who are frail or very frail may be appropriate candidates for AVG creation over AVF considering their high risk for short life expectancy.
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Affiliation(s)
- Karissa M Wang
- Division of Vascular Surgery, Department of Surgery, University of California, Los Angeles, Los Angeles, CA
| | - Hugh Gelabert
- Division of Vascular Surgery, Department of Surgery, University of California, Los Angeles, Los Angeles, CA
| | - Juan Carlos Jimenez
- Division of Vascular Surgery, Department of Surgery, University of California, Los Angeles, Los Angeles, CA
| | - David Rigberg
- Division of Vascular Surgery, Department of Surgery, University of California, Los Angeles, Los Angeles, CA
| | - Karen Woo
- Division of Vascular Surgery, Department of Surgery, University of California, Los Angeles, Los Angeles, CA.
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3
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Wang KM, Gelabert H, Jimenez JC, Rigberg D, Woo K. Short-term mortality and revisions to promote maturation after arteriovenous fistula creation. J Vasc Surg 2024; 79:918-924. [PMID: 38092309 DOI: 10.1016/j.jvs.2023.12.006] [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: 09/26/2023] [Revised: 12/01/2023] [Accepted: 12/05/2023] [Indexed: 01/29/2024]
Abstract
OBJECTIVE Arteriovenous fistula (AVF) for hemodialysis access is traditionally considered superior to grafts due to infection resistance and purported improved patency. However, challenges to AVF maturation and limited patient survival may reduce AVF benefits. The objective of this study is to identify factors associated with risk of AVF requiring revision before maturation and/or mortality within 2 years of creation. METHODS We performed a retrospective review of 250 AVFs created between May 2017 and November 2020 at a single institution. Maturation was defined as the date the surgeon deemed the AVF ready for use or the patient successfully used the AVF for dialysis. The Risk Analysis Index was used to calculate frailty. The primary outcome was a composite of endovascular/surgical revision to promote maturation and/or mortality within 2 years of AVF creation (REVDEAD). The primary outcome was categorized as met if the patient required a revision to promote maturation or if the patient experienced mortality within 2 years of AVF creation, or if both occurred. REVDEAD was compared with those who did not meet the primary outcome and will be referred to as NOREVDEAD. RESULTS Survival at 2 years after AVF creation was 82%, and 54 (22%) patients underwent AVF revision. Of those, 31 (59%) patients progressed to AVF maturation. Of the 250 AVFs, 91 (36%) met the primary outcome of REVDEAD and 159 (64%) did not (NOREVDEAD). There was no difference between the REVDEAD and NOREVDEAD groups in age (P = .18), sex (P = .75), White race (P = .97), Hispanic ethnicity (P = .62), obesity (P = .76), coronary artery disease (P = .07), congestive heart failure (P = .29), diabetes mellitus (P = .78), chronic obstructive pulmonary disease (P = .10), dialysis status (P = .63), hypertension (P = .32), peripheral arterial disease (P = .34), or dysrhythmia (P = .13). There was no difference between the groups in the forearm vs the upper arm location of AVF (P = .42) or the vein diameter (P = .58). Forearm access, as opposed to upper arm AVF creation, was associated with higher rate of revision before maturation (P = .05). More patients in REVDEAD were frail or very frail (60% vs 48%, P = .05). Of the AVFs that matured, maturation required longer time in REVDEAD at 110.0 ± 9.1 days vs 78.8 ± 5.6 days (mean ± standard deviation) (P = .003). Adjusted for the vein diameter and the forearm vs the upper arm, frailty increased the odds of REVDEAD by 1.9 (95% confidence interval: 1.1, 3.3). CONCLUSIONS Frail patients who underwent AVF were significantly more likely to die within 2 years of AVF creation with no significant association between frailty and the need for revisions to promote maturation. Forearm AVFs were more likely to require revisions; in patients who are frail, with a high likelihood of 2-year mortality, graft may be more appropriate than AVF. If AVF is being considered in a frail patient, upper arm AVFs should be prioritized over forearm AVFs.
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Affiliation(s)
- Karissa M Wang
- Division of Vascular Surgery, Department of Surgery, University of California, Los Angeles, Los Angeles, CA
| | - Hugh Gelabert
- Division of Vascular Surgery, Department of Surgery, University of California, Los Angeles, Los Angeles, CA
| | - Juan Carlos Jimenez
- Division of Vascular Surgery, Department of Surgery, University of California, Los Angeles, Los Angeles, CA
| | - David Rigberg
- Division of Vascular Surgery, Department of Surgery, University of California, Los Angeles, Los Angeles, CA
| | - Karen Woo
- Division of Vascular Surgery, Department of Surgery, University of California, Los Angeles, Los Angeles, CA.
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Welsh SA, Pearson RC, Hussey K, Brittenden J, Orr DJ, Quinn T. A systematic review of frailty assessment tools used in vascular surgery research. J Vasc Surg 2023; 78:1567-1579.e14. [PMID: 37343731 DOI: 10.1016/j.jvs.2023.06.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 06/07/2023] [Accepted: 06/10/2023] [Indexed: 06/23/2023]
Abstract
OBJECTIVE Frailty is common in vascular patients and is recognized for its prognostic value. In the absence of consensus, a multitude of frailty assessment tools exist. This systematic review aimed to quantify the variety in these tools and describe their content and application to inform future research and clinical practice. METHODS Multiple cross-disciplinary electronic literature databases were searched from inception to August 2022. Studies describing frailty assessment in a vascular surgical population were eligible. Data extraction to a validated template included patient demographics, tool content, and analysis methods. A secondary systematic search for papers describing the psychometric properties of commonly used frailty tools was then performed. RESULTS Screening 5358 records identified 111 eligible studies, with an aggregate population of 5,418,236 patients. Forty-three differing frailty assessment tools were identified. One-third of these failed to assess frailty as a multidomain deficit and there was a reliance on assessing function and presence of comorbidity. Substantial methodological variability in data analysis and lack of methodological description was also identified. Published psychometric assessment was available for only 4 of the 10 most commonly used frailty tools. The Clinical Frailty Scale was the most studied and demonstrates good psychometric properties within a surgical population. CONCLUSIONS Substantial heterogeneity in frailty assessment is demonstrated, precluding meaningful comparisons of services and data pooling. A uniform approach to assessment is required to guide future frailty research. Based on the literature, we make the following recommendations: frailty should be considered a continuous construct and the reporting of frailty tools' application needs standardized. In the absence of consensus, the Clinical Frailty Scale is a validated tool with good psychometric properties that demonstrates usefulness in vascular surgery.
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Affiliation(s)
- Silje A Welsh
- College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, Scotland; Department of Vascular Surgery, Queen Elizabeth University Hospital, Glasgow, Scotland.
| | - Rebecca C Pearson
- Department of Medicine for the Elderly, Glasgow Royal Infirmary, Glasgow, Scotland
| | - Keith Hussey
- Department of Vascular Surgery, Queen Elizabeth University Hospital, Glasgow, Scotland
| | - Julie Brittenden
- College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, Scotland; Department of Vascular Surgery, Queen Elizabeth University Hospital, Glasgow, Scotland
| | - Douglas J Orr
- College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, Scotland; Department of Vascular Surgery, Queen Elizabeth University Hospital, Glasgow, Scotland
| | - Terry Quinn
- College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, Scotland
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Lauksio I, Wallenius L, Lindström I, Kärkkäinen JM, Khan N, Hernesniemi J, Protto S, Oksala NKJ. Multivariable Analysis of Pre-operative Brain Atrophy as a Predictor of Long Term Mortality After Carotid Endarterectomy. Eur J Vasc Endovasc Surg 2023; 65:339-345. [PMID: 36209966 DOI: 10.1016/j.ejvs.2022.10.001] [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: 10/13/2021] [Revised: 09/04/2022] [Accepted: 10/02/2022] [Indexed: 12/14/2022]
Abstract
OBJECTIVE Brain atrophy is associated with an increased mortality rate in elderly trauma patients and in patients treated with mechanical thrombectomy for acute ischaemic stroke. In the setting of ischaemic stroke, the association between brain atrophy and death is stronger than that of sarcopenia. It has previously been shown that lower masseter area, as a marker of sarcopenia, is linked to lower survival after carotid endarterectomy (CEA). The aim of this study was to investigate whether brain atrophy is also associated with long term mortality in patients undergoing CEA. METHODS A cohort of patients treated with CEA between 2004 and 2010 was retrieved from the Tampere University Hospital vascular registry and those with available pre-operative computed tomography (CT) imaging were analysed retrospectively. CT images were evaluated for brain atrophy index (BAI) and masseter muscle surface area and density. The association between BAI and mortality was investigated with Cox regression. RESULTS Two hundred and thirty-three patients with a median (interquartile range [IQR]) age of 71 years (64.0, 77.0) were included. Most patients were operated on for symptomatic stenosis (n = 203; 87.1%). The median (IQR) duration of follow up was 115.0 months (66.0, 153.0), and 155 patients (66.5%) died during follow up. BAI was statistically significantly correlated with age (r = .489), average masseter density (r = -.202), and smoking (r = -.186; all p <.005). Increased BAI was statistically significantly associated with overall mortality (hazard ratio [HR] 1.45, 95% confidence interval [CI] 1.25 - 1.68, per one standard deviation [SD] increase) in the univariable analysis, and the association remained (HR 1.23, 95% CI 1.04 - 1.46, per one SD increase) in the multivariable models. Age, peripheral artery disease, and chronic obstructive pulmonary disease were also independently associated with mortality. The optimal cutoff value for BAI was 0.133. CONCLUSION Brain atrophy independently predicts the long term post-operative mortality rate after CEA in a cohort containing mainly symptomatic patients. Future studies are needed to validate the results in prospective settings and in asymptomatic patients.
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Affiliation(s)
- Iisa Lauksio
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
| | - Linda Wallenius
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Iisa Lindström
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | | | - Niina Khan
- Vascular Centre, Tampere University Hospital, Tampere, Finland
| | - Jussi Hernesniemi
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland; Department of Cardiology, Tampere University Hospital, Heart Hospital, Tampere, Finland; Finnish Cardiovascular Research Center, Tampere, Finland
| | - Sara Protto
- Vascular Centre, Tampere University Hospital, Tampere, Finland
| | - Niku K J Oksala
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland; Vascular Centre, Tampere University Hospital, Tampere, Finland; Finnish Cardiovascular Research Center, Tampere, Finland
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6
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Ucci A, de Troia A, D'Ospina RM, Pedrazzi G, Nabulsi B, Azzarone M, Perini P, Massoni CB, Rossi G, Freyrie A. Carotid endarterectomy in asymptomatic octogenarians: Outcomes at 30 days and 5 years. Vascular 2023; 31:98-106. [PMID: 34923864 DOI: 10.1177/17085381211056434] [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: 11/15/2022]
Abstract
BACKGROUND The following study investigated the 30-day and 5-year relative survival rate and freedom from neurological events in asymptomatic carotid stenosis (ACS) octogenarians who had undergone elective carotid endarterectomy (CEA). METHODS Between January 2008 and June 2014, a retrospective review was conducted on ACS patients who had undergone elective CEA. The patients' sample was divided into two groups: Group A (GA) included octogenarians and Group B (GB) included younger patients. The GA patients were subjected to a risk-scoring system and follow-up. The two groups were compared analysing the following primary endpoints: 30-day mortality, stroke, stroke/death and acute myocardial infarction (AMI); GA patients' survival rate and freedom from neurological events at 5 years. The 30-day secondary endpoints included carotid shunting, redo surgical, need for general anaesthesia with preserved consciousness (GAPC) conversion and length of hospital stay. RESULTS We identified 620 patients with ACS, of them 144 (23.2%) belonged to the GA and 476 (76.8%) belonged to the GB. No statistical difference between the two groups was found regarding the primary and secondary endpoints. One hundred nineteen of 144 GA patients (82.6%) underwent the follow-up; the median follow-up was 78.3 months. The GA patients' 5-year survival rate was 62%, while freedom from cerebral events was 94.9%. Analysis regarding GA patients' 5-year survival rate revealed a significantly lower percentage among the patients with a severe risk score compared with those with a moderate risk score (respectively, 29.5% vs 67.7%; p = .005). The multivariate analysis showed that chronic obstructive pulmonary disease (COPD) and chronic kidney disease (CKD) were independently associated with lower survival. CONCLUSIONS The 30-day outcomes of CEA in octogenarians are comparable to those in younger patients. Comprehensive life expectancy and preoperative score, rather than age alone, should be taken into account before performing CEA on octogenarian patients, considering the short- and long-term efficacy in stroke prevention.
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Affiliation(s)
- Alessandro Ucci
- Department of Medicine and Surgery, 9370University of Parma, Parma, Italy
| | - Alessandro de Troia
- Department of Medicine and Surgery, 9370University of Parma, Parma, Italy.,Department Cardio Thoracic and Vascular Surgery, Unit of Vascular Surgery, 18630University Hospital of Parma
| | | | - Giuseppe Pedrazzi
- Department of Medicine and Surgery, 9370University of Parma, Parma, Italy
| | - Bilal Nabulsi
- Department Cardio Thoracic and Vascular Surgery, Unit of Vascular Surgery, 18630University Hospital of Parma
| | - Matteo Azzarone
- Department of Medicine and Surgery, 9370University of Parma, Parma, Italy.,Department Cardio Thoracic and Vascular Surgery, Unit of Vascular Surgery, 18630University Hospital of Parma
| | - Paolo Perini
- Department Cardio Thoracic and Vascular Surgery, Unit of Vascular Surgery, 18630University Hospital of Parma
| | - Claudio Bianchini Massoni
- Department Cardio Thoracic and Vascular Surgery, Unit of Vascular Surgery, 18630University Hospital of Parma
| | - Giulia Rossi
- Department Cardio Thoracic and Vascular Surgery, Unit of Vascular Surgery, 18630University Hospital of Parma
| | - Antonio Freyrie
- Department of Medicine and Surgery, 9370University of Parma, Parma, Italy.,Department Cardio Thoracic and Vascular Surgery, Unit of Vascular Surgery, 18630University Hospital of Parma
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7
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Kraiss LW, Al-Dulaimi R, Allen CM, Mell MW, Arya S, Presson AP, Brooke BS. A Vascular Quality Initiative frailty assessment predicts postdischarge mortality in patients undergoing arterial reconstruction. J Vasc Surg 2022; 76:1325-1334.e3. [PMID: 35709866 PMCID: PMC9613536 DOI: 10.1016/j.jvs.2022.05.017] [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: 07/18/2021] [Revised: 05/18/2022] [Accepted: 05/28/2022] [Indexed: 11/22/2022]
Abstract
BACKGROUND Frailty assessment adds important prognostic information during preoperative decision-making but can be cumbersome to implement into routine clinical care. We developed and tested an abbreviated method of frailty assessment using variables routinely collected by the Vascular Quality Initiative (VQI) registry. METHODS An abbreviated frailty score (the simple Vascular Quality Initiative-Frailty Score [VQI-FS]) was developed using 11 or fewer VQI variables (hypertension, congestive heart failure, coronary artery disease, peripheral vascular disease, diabetes, chronic obstructive pulmonary disease, renal impairment, anemia, underweight, nonhome residence, and nonambulatory status) that map to recognized frailty domains in the Comprehensive Geriatric Assessment and the literature. Nonemergent cases registered in the VQI from 2010 to 2017 (n = 265,632) in seven registries (carotid endarterectomy, n = 77,111; carotid artery stenting, n = 13,215; endovascular abdominal aortic aneurysm repair, n = 29,607; open abdominal aortic aneurysm repair, n = 7442; infrainguinal bypass, n = 33,128; suprainguinal bypass, n = 10,661; and peripheral vascular intervention, n = 94,468) were analyzed using logistic regression models to determine the predictive power of the VQI-FS for perioperative and longer term (9-month) mortality. Nomograms were created using weighted regression coefficients to assist in individualized frailty assessment and estimation of 9-month mortality. RESULTS The VQI-FS, using equal weighting of these 11 VQI variables, effectively predicted 9-month mortality with an area under the curve of 0.724 by receiver operating characteristic curve analysis. However, differential weighting of the variables allowed simplification of the model to only seven variables (congestive heart failure, renal impairment, chronic obstructive pulmonary disease, not living at home, not ambulatory, anemia, and underweight status); hypertension, coronary artery disease, peripheral vascular disease, and diabetes had relatively low predictive power. Adding procedure-specific risk further improved performance of the model with a final area under the curve on receiver operating characteristic curve analysis of 0.758. Model calibration was excellent with predicted/observed regression line slope of 0.991 and intercept of 5.449e-04. CONCLUSIONS A differentially weighted abbreviated VQI-FS using seven variables in addition to procedure-specific risk has strong correlation with 9-month mortality. Nomograms incorporating patient- and procedure-adjusted risk can effectively predict 9-month mortality. Reliable estimates of longer term mortality should assist in preoperative decision-making for vascular procedures that often carry substantial risk of mortality.
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Affiliation(s)
- Larry W Kraiss
- Division of Vascular Surgery, University of Utah School of Medicine, Salt Lake City, UT.
| | - Ragheed Al-Dulaimi
- Study Design & Biostatistics Center, Center for Clinical & Translational Science, University of Utah School of Medicine, Salt Lake City, UT
| | - Chelsea M Allen
- Study Design & Biostatistics Center, Center for Clinical & Translational Science, University of Utah School of Medicine, Salt Lake City, UT
| | - Matthew W Mell
- Division of Vascular Surgery, University of California-Davis, Sacramento, CA
| | - Shipra Arya
- Division of Vascular Surgery, Stanford University School of Medicine, Stanford, CA
| | - Angela P Presson
- Study Design & Biostatistics Center, Center for Clinical & Translational Science, University of Utah School of Medicine, Salt Lake City, UT
| | - Benjamin S Brooke
- Division of Vascular Surgery, University of Utah School of Medicine, Salt Lake City, UT
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8
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Increased Frailty Associated with Higher Long-Term Mortality after Major Lower Extremity Amputation. Ann Vasc Surg 2022; 86:295-304. [DOI: 10.1016/j.avsg.2022.04.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 03/27/2022] [Accepted: 04/04/2022] [Indexed: 11/22/2022]
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9
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Al-Damluji MS, Smolderen KG, Meng C, Dai F, Nanna MG, Sumpio B, Henke P, Mena-Hurtado C. Frailty and outcomes following revascularization of lower-extremity peripheral artery disease: Insights from the Vascular Quality Initiative (VQI). Vasc Med 2022; 27:251-257. [PMID: 35485400 DOI: 10.1177/1358863x221083701] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
BACKGROUND Multiple frailty screening tools are implemented; however, it is unclear whether they perform in a comparable way for both frailty detection and prediction of perioperative outcomes in patients undergoing lower-extremity revascularization. METHODS Patients undergoing lower-extremity revascularization were identified from the Vascular Quality Initiative (VQI) national database. Two cohorts were established based on the revascularization type (percutaneous vascular interventions (PVI) or lower-extremity bypass). Frailty was assessed by the 5-item modified frailty index (mFI-5) and the VQI-derived risk analysis index (RAI). RESULTS Out of 134,081 patients undergoing PVI, frailty was identified in 67% by mFI-5 and 28% by RAI. Similarly, out of 41,316 patients in the bypass cohort, frailty was identified in 69% by mFI-5 and 16% by RAI. There was little agreement between the two frailty tools for both vascular cohorts (PVI: kappa: 0.17; bypass: kappa: 0.13). In an adjusted analysis, frailty as assessed by mFI-5 and RAI was associated with higher odds of mortality in both cohorts (p < 0.001). A significant association between frailty and unplanned amputations was only noted in the bypass cohort when RAI was applied (OR: 1.50, p < 0.01). The addition of frailty to traditional PAD risk factors marginally improved model performance to predict mortality and unplanned major amputations. CONCLUSION There was significant variation in frailty detection by mFI-5 and RAI. Although frailty was associated with mortality, the predictive value of these tools in predicting outcomes in PAD was limited. Future research should focus on designing new frailty screening tools specific to the PAD population.
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Affiliation(s)
| | - Kim G Smolderen
- Department of Cardiology, Yale University, New Haven, CT, USA.,Department of Psychiatry, Yale University, New Haven, CT, USA
| | - Can Meng
- Yale Center for Analytical Sciences, Yale School of Public Health, Yale University, New Haven, CT, USA
| | - Feng Dai
- Yale Center for Analytical Sciences, Yale School of Public Health, Yale University, New Haven, CT, USA
| | - Michael G Nanna
- Department of Cardiology, Yale University, New Haven, CT, USA
| | - Bauer Sumpio
- Department of Vascular Surgery, Yale University, New Haven, CT, USA
| | - Peter Henke
- Department of Vascular Surgery, University of Michigan, Ann Arbor, MI, USA
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10
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Modrall JG, Tsai S, Ramanan B, Rosero EB. Frailty as a Predictor of Mortality for Fenestrated EVAR and Open Surgical Repair of Aortic Aneurysms Involving Visceral Vessels. Ann Vasc Surg 2021; 80:29-36. [PMID: 34780958 DOI: 10.1016/j.avsg.2021.10.035] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2021] [Revised: 10/19/2021] [Accepted: 10/20/2021] [Indexed: 12/21/2022]
Abstract
OBJECTIVES Frailty has been correlated with poor outcomes after major surgery across multiple specialties, but has not been studied in patients undergoing open or endovascular repair of suprarenal and thoracoabdominal aortic aneurysms. Fenestrated endovascular aneurysm repair (FEVAR) has emerged as a lower risk alternative to open surgical repair (OSR) for patients with complex aortic aneurysms involving the visceral artery branches. The objective of the current study was to examine the relationship between frailty and peri-operative outcomes for FEVAR and OSR in patients with suprarenal and thoracoabdominal aortic aneurysms. METHODS The American College of Surgeons-National Surgical Quality Improvement Program (ACS-NSQIP) database was used to identify patients who underwent FEVAR or OSR for the years 2011 through 2017. Frailty was quantified using a modified 5-factor frailty index (mFI-5) that was previously validated for surgical patients. Frailty was correlated with the primary endpoint of 30-day mortality. Logistic regression was used to identify predictors of 30-day mortality. RESULTS A total of 675 FEVAR and 1,779 OSR operations were included in the analysis. The 30-day mortality rate was 3.0% for FEVAR and 7.1% for OSR (P = 0.002). Increasing frailty was significantly associated with higher 30-day mortality for both FEVAR (P = 0.018) and OSR (P = 0.0003). Independent predictors of 30-day mortality were frailty score (Odds Ratio [OR] 1.22 [per 0.1-unit increase]; P = 0.0005), type of repair (OSR versus FEVAR, OR 2.46; P = 0.0001), age (OR 1.03; P = 0.0025), female sex (OR 1.61; P = 0.007), Hispanic ethnicity (OR 2.68; P = 0.021), American Society of Anesthesiology [ASA] class (OR 1.57; P = 0.035), preoperative dialysis (OR 3.45; P = 0.032), and history of bleeding disorder (OR 2.60; P < 0.0001). CONCLUSIONS Frailty, as measured using a mFI-5 score, is an independent predictor of 30-day mortality, overall complications, and length of stay after FEVAR or OSR. Frailty should be used to identify patients at high risk of adverse postoperative outcomes to determine if this risk is modifiable or whether nonoperative is the most appropriate option. FEVAR may offer improved 30-day outcomes, compared to OSR, for the frailest patients.
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Affiliation(s)
- John Gregory Modrall
- Division of Vascular and Endovascular Surgery, Department of Surgery, University of Texas Southwestern Medical Center, Dallas, TX; Surgical Service, Dallas Veterans Affairs Medical Center, Dallas, TX.
| | - Shirling Tsai
- Division of Vascular and Endovascular Surgery, Department of Surgery, University of Texas Southwestern Medical Center, Dallas, TX; Surgical Service, Dallas Veterans Affairs Medical Center, Dallas, TX
| | - Bala Ramanan
- Division of Vascular and Endovascular Surgery, Department of Surgery, University of Texas Southwestern Medical Center, Dallas, TX; Surgical Service, Dallas Veterans Affairs Medical Center, Dallas, TX
| | - Eric B Rosero
- Department of Anesthesiology and Pain Management, University of Texas Southwestern Medical Center, Dallas, TX
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Reitz KM, Althouse AD, Meyer J, Arya S, Goodney PP, Shireman PK, Hall DE, Tzeng E. Association of Smoking With Postprocedural Complications Following Open and Endovascular Interventions for Intermittent Claudication. JAMA Cardiol 2021; 7:45-54. [PMID: 34613348 DOI: 10.1001/jamacardio.2021.3979] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Importance Smoking is a key modifiable risk factor in the development and progression of peripheral artery disease, which often manifests as intermittent claudication (IC). Smoking cessation is a first-line therapy for IC, yet a minority of patients quit smoking prior to elective revascularization. Objective To assess if preprocedural smoking is associated with an increased risk of early postprocedural complications following elective open and endovascular revascularization. Design, Setting, and Participants This retrospective cohort study used nearest-neighbor (1:1) propensity score matching of 2011 to 2019 data from the Veterans Affairs Surgical Quality Improvement Program, including all cases with a primary diagnosis of IC and excluding emergent cases, primary procedures that were not lower extremity revascularization, and patients with chronic limb-threatening ischemia within 30 days of the intervention. All data were abstracted June 18, 2020, and analyzed from July 26, 2020, to June 30, 2021. Exposures Preprocedural cigarette smoking. Main Outcomes and Measures Any and organ system-specific (ie, wound, respiratory, thrombosis, kidney, cardiac, sepsis, and neurological) 30-day complications and mortality, overall and in prespecified subgroups. Results Of 14 350 included cases of revascularization, 14 090 patients (98.2%) were male, and the mean (SD) age was 65.7 (7.0) years. A total of 7820 patients (54.5%) were smoking within the preprocedural year. There were a total of 4417 endovascular revascularizations (30.8%), 4319 hybrid revascularizations (30.1%), and 5614 open revascularizations (39.1%). A total of 1594 patients (11.1%) had complications, and 57 (0.4%) died. Among 7710 propensity score-matched cases (including 3855 smokers and 3855 nonsmokers), 484 smokers (12.6%) and 34 nonsmokers (8.9%) experienced complications, an absolute risk difference (ARD) of 3.68% (95% CI, 2.31-5.06; P < .001). Compared with nonsmokers, any complication was higher for smokers following endovascular revascularization (26 [4.3%] vs 52 [2.1%]; ARD, 2.19%; 95% CI, 0.77-3.60; P = .003), hybrid revascularization (204 [17.3%] vs 163 [14.1%]; ARD, 3.18%; 95% CI, 0.23-6.13; P = .04), and open revascularization (228 [15.4%] vs 153 [10.3%]; ARD, 5.18%; 95% CI, 2.78-7.58; P < .001). Compared with nonsmokers, respiratory complications were higher for smokers following endovascular revascularization (20 [1.7%] vs 6 [0.5%]; ARD, 1.17%; 95% CI, 0.35-2.00; P = .009), hybrid revascularization (33 [2.8%] vs 10 [0.9%]; ARD, 1.93%; 95% CI, 0.85-3.02; P = .001), and open revascularization (32 [2.2%] vs 19 [1.3%]; ARD, 0.89%; 95% CI, 0-1.80; P = .06). Wound complications and graft failure were higher for smokers compared with nonsmokers following open interventions (wound complications: 146 [9.9%] vs 87 [5.8%]; ARD, 4.05%; 95% CI, 2.12-5.99; P < .001; graft failure: 33 [2.2%] vs 11 [0.7%]; ARD, 1.50%; 95% CI, 0.63-2.37; P = .001). In a sensitivity analysis, compared with active smokers (n = 5173; smoking within 2 weeks before the procedure), the risk of any complication was decreased by 65% for never smokers (n = 1197; adjusted odds ratio, 0.45; 95% CI, 0.34-0.59) and 29% for former smokers (n = 4755; cessation more than 1 year before the procedure; adjusted odds ratio, 0.71; 95% CI, 0.61-0.83; P = .001 for interaction). Conclusions and Relevance In this cohort study, more than half of patients with IC were smoking prior to elective revascularization, and complication risks were higher across all modalities of revascularization. These findings stress the importance of smoking cessation to optimize revascularization outcomes.
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Affiliation(s)
- Katherine M Reitz
- Department of Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania.,Division of Vascular Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.,Department of Surgery, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, Pennsylvania
| | - Andrew D Althouse
- University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Joseph Meyer
- Department of Cardiology, Johns Hopkins, Baltimore, Maryland
| | - Shipra Arya
- Division of Vascular Surgery, Stanford University School of Medicine, Stanford, California
| | - Philip P Goodney
- Section of Vascular Surgery, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire.,Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, New Hampshire
| | - Paula K Shireman
- Department of Surgery, UT Health San Antonio, University of Texas, San Antonio.,Department of Surgery, South Texas Veterans Health Care System, San Antonio
| | - Daniel E Hall
- Department of Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania.,Department of Surgery, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, Pennsylvania.,Center for Health Equity Research and Promotion, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, Pennsylvania.,Wolff Center at UPMC, Pittsburgh, Pennsylvania
| | - Edith Tzeng
- Department of Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania.,Division of Vascular Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.,Department of Surgery, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, Pennsylvania
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12
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Banning LBD, Benjamens S, Bokkers RPH, Zeebregts CJ, Pol RA. Role of pre-operative frailty status in relation to outcome after carotid endarterectomy: a systematic review. ANNALS OF TRANSLATIONAL MEDICINE 2021; 9:1205. [PMID: 34430646 PMCID: PMC8350627 DOI: 10.21037/atm-20-7225] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Accepted: 02/26/2021] [Indexed: 11/06/2022]
Abstract
Carotid endarterectomy (CEA) is a surgical treatment option to prevent ischemic cerebrovascular accidents. Patients that present with pre-operative frailty might have an elevated risk for unfavorable outcomes after the CEA. A systematic search, using Medline, Embase, Web of Science and Cochrane Database, was performed for relevant literature on frailty in patients undergoing CEA. The study protocol was registered with PROSPERO (CRD42020190345). Eight articles were included. The pooled prevalence for pre-operative frailty was 23.9% (95% CI: 12.98-34.82). A difference in the incidence of complications between frail and non-frail patients (6.4% vs. 5.2%, respectively) and a difference in hospital length of stay [2 (IQR: 2-3) days vs. 1 (IQR: 1-2) day, respectively] were described. The 30-day mortality after CEA was 0.6% for non-frail patients, 2.6% for frail patients, and 4.9% for very frail patients (P<0.001). For 3-year mortality, a >1.5-fold increased risk was found for frail patients (OR 1.7, 95% CI: 1.4-2.0) and a >2.5-fold increased risk for very frail patients (OR 2.6, 95% CI: 2.2-3.1). In conclusion, this review shows the impact of frailty on outcome after CEA. Pre-operative frailty assessment with a validated, multi-domain tool should be implemented in the clinical setting as it will provide information on post-operative surgical outcomes and mortality risk but also frailty trajectory and cognitive decline.
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Affiliation(s)
- Louise B D Banning
- Department of Surgery, Division of Vascular Surgery, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Stan Benjamens
- Department of Surgery, Division of Vascular Surgery, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Reinoud P H Bokkers
- Department of Radiology, Medical Imaging Center, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Clark J Zeebregts
- Department of Surgery, Division of Vascular Surgery, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Robert A Pol
- Department of Surgery, Division of Vascular Surgery, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
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13
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Rane M, Orkaby AR. Considerations for carotid artery disease management in a frail population. Exp Gerontol 2021; 152:111426. [PMID: 34051284 DOI: 10.1016/j.exger.2021.111426] [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: 03/28/2021] [Revised: 05/19/2021] [Accepted: 05/25/2021] [Indexed: 11/30/2022]
Abstract
Carotid artery stenosis is highly prevalent in older adults. Generally, symptomatic patients are treated with medical therapy and revascularization by either a carotid endarterectomy (CEA), carotid artery stent (CAS), or transcarotid artery revascularization (TCAR). In asymptomatic patients it remains unclear whether revascularization is beneficial. Novel and less invasive techniques mitigate some of the risk of revascularization, allowing patients who previously were too high risk to now be candidates. Despite this, any invasive procedure has risks and potential for complications. Furthermore, it can be unclear whether certain patient populations, such as older adults and those with multiple chronic medical conditions will derive benefit from an intervention. Frailty is an assessment tool that can be used to guide decision-making process for older patients. In this review we discuss the management of carotid artery stenosis in older adults, its relationship with frailty, and how a frailty assessment can be integrated into the shared decision-making process to determine the optimal treatment plan for each patient.
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Affiliation(s)
- Manas Rane
- VA Boston Healthcare System, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.
| | - Ariela R Orkaby
- New England GRECC (Geriatric Research, Education, and Clinical Center) VA Boston Healthcare System, Boston, MA, USA; Division of Aging Brigham and Women's Hospital Harvard Medical School, Boston, MA, USA
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14
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Boyd S, Tse W, Lavingia K, Amendola M. Frailty Measurement and Implications for Cerebrovascular Disease Management in a Veteran Based Population. Ann Vasc Surg 2021; 76:134-141. [PMID: 34004323 DOI: 10.1016/j.avsg.2021.04.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 04/07/2021] [Accepted: 04/28/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Rapid and objective preoperative assessment of patients undergoing carotid endarterectomy (CEA) remains difficult and variable. The Risk Analysis Index (RAI) is a validated medical record-based assessment of frailty that has been used to predict clinical outcomes for patients undergoing surgical procedures including CEA. We applied RAI to a veteran population following CEA for asymptomatic cerebrovascular disease and examined the factors related to post-operative morbidity and mortality. METHODS After obtaining IRB approval, Veteran Affairs Surgical Quality Improvement Program data was queried for CEA procedures from 2002 to 2015 for ICD-9 codes indicating asymptomatic patients. RAI was then calculated based on Veteran Affairs Surgical Quality Improvement Program variable medical record extraction. Three groupings of patients were undertaken including non-frail (RAI < 30), frail (RAI 30-34) and very frail (RAI ≥ 35). Chi squared and ANOVA were used to assess cohort differences. Binary logistic regression was used to evaluate predictors of post-operative stroke, myocardial infarction (MI), any complication, and death. RESULTS Between 2002 and 2015, 37,873 asymptomatic patients underwent CEA. Over 98% (37,266) of the patients were male with an average age of 68.3 ± 8.55 years. The cohorts contained 82.8% (n = 31,362), 12.4% (n = 4,678), and 4.8% (n = 1,833) for the non-frail, frail and very frail groups respectively. Frailty was associated with increased rates of post-operative stroke, MI, any complication, death, and longer hospital length of stay (P< 0.001). Operative time did not significantly differ between the groups. Increasing frailty was associated with having one or more complications (OR 1.69, 95% CI 1.50-1.90 for frail and OR 2.79, 95% CI 2.41-3.24 for very frail, (P< 0.001), post-operative stroke in frail (OR 1.33 95% CI 1.06-1.67) and very frail (OR 1.57 1 95% CI 1.14-2.16) patients, and MI in both frail (OR 1.68, CI 1.17-2.43) and very frail (OR 3.73, CI 2.52-5.51) patients. Frailty was also significantly associated with death with in very frail patients (OR 4.14, 95% CI 3.00-5.71, P< 0.001). CONCLUSION Increasing frailty as determined by RAI was associated with worse post-operative outcomes in asymptomatic patients undergoing CEA. Higher RAI score cohorts were associated with higher rates of postoperative stroke, MI, complications, and death. We recommend the use of this frailty index as a screening tool to guide risk discussions with asymptomatic patients undergoing CEA.
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Affiliation(s)
- Sally Boyd
- Department of Surgery, Virginia Commonwealth University Health Systems, Richmond, VA; Department of Surgery, Central Virginia VA Health System, Richmond, VA.
| | - Wayne Tse
- Department of Surgery, Virginia Commonwealth University Health Systems, Richmond, VA; Department of Surgery, Central Virginia VA Health System, Richmond, VA
| | - Kedar Lavingia
- Department of Surgery, Central Virginia VA Health System, Richmond, VA; Department of Surgery, Virginia Commonwealth University School of Medicine, Richmond, VA.
| | - Michael Amendola
- Department of Surgery, Central Virginia VA Health System, Richmond, VA; Department of Surgery, Virginia Commonwealth University School of Medicine, Richmond, VA
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15
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Abstract
Atherosclerotic carotid artery disease is a significant cause of stroke in the United States and globally. Its prevalence increases with age and it is more prevalent in men and White and Native-American populations. However, the outcomes related to carotid disease are worse in women and Black patients. Research suggests the disparities exist due to a multitude of factors, including disease pathophysiology, access to care, provider bias, and socioeconomic status. The prevalence of carotid stenosis in the general population is low (3%), and routine screening for carotid stenosis is not recommended in adults. Randomized clinical trials have shown benefits of stroke risk reduction with surgery (carotid endarterectomy or stenting) for symptomatic patients. Management is controversial in asymptomatic patients, as modern medical management has results equivalent to those of surgery and ongoing randomized clinical trials will address this important question. Carotid surgery is not appropriate in asymptomatic patients with limited life expectancy. Future work should explore comprehensive care models for care of patients with carotid disease and assessment of patient-reported outcomes to measure quality of care.
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Affiliation(s)
- Shernaz Dossabhoy
- Division of Vascular Surgery, Department of Surgery, Stanford University School of Medicine, 300 Pasteur Drive, Alway M121-P, MC 5639, Stanford, CA 94305
| | - Shipra Arya
- Division of Vascular Surgery, Department of Surgery, Stanford University School of Medicine, 300 Pasteur Drive, Alway M121-P, MC 5639, Stanford, CA 94305.
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