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Welling RHA, van Breugel M, van de Mortel M, de Borst GJ, Schmidt A, van den Heuvel DAF, Bakker OJ. A systematic review of the accuracy of prognostic tests and scoring systems for use in the Global Vascular Guidelines' PLAN concept for the treatment of chronic limb threatening ischemia. J Vasc Surg 2025; 81:987-998. [PMID: 39725246 DOI: 10.1016/j.jvs.2024.12.043] [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: 09/08/2024] [Revised: 11/25/2024] [Accepted: 12/17/2024] [Indexed: 12/28/2024]
Abstract
OBJECTIVE The 2019 Global Vascular Guidelines recommend risk assessment for evidence based revascularization based on the acronym PLAN: Patient risk, Limb severity and ANatomical complexity of disease. This meta-analysis compares a multitude of prognostic tests within these categories. METHODS A systematic review and meta-analysis of tests that estimated 1-year major event (amputation-free survival and major adverse limb events) probability. Individual patient data were reconstructed from survival estimate curves. With presence or absence of major events, sensitivity, specificity, and area under receiver operating characteristics curves (AUC) were computed. Tests with an AUC ≥70%, or that correlated with revascularization feasibility were included. Practical application of tests was assessed to make a recommendation on PLAN implementation. RESULTS Ninety-six studies describing 77 unique predictive techniques were included, of which thirteen were sufficient. These 13 tests were divided in four Patient risk (5 studies), three Limb severity (3 studies), and six ANatomical complexity of disease (9 studies). Patient risk: Three tests were included: biochemical assessment of calprotectin and C-reactive protein, radiologic measurement of sarcopenia, and predictive score with the GermanVasc chronic limb-threatening ischemia (CLTI) score. These tests scored AUCs of 82.0%, 72.7%, and 71.8%, respectively, of which the GermanVasc CLTI score was deemed most applicable in clinical practice. Limb severity: The adjusted Wound Ischemia foot Infection score (WIfI) resulted as best predictive score (AUC, 78.8%), but due to the lack of external validation, the original WIfI score was deemed best applicable. ANatomical complexity of disease: No test surpassed 70% AUC for 1-year event estimation, and was correlated with feasibility of revascularization, the latter only being served by the Global Limb Anatomic Staging System. CONCLUSIONS In evidence-based revascularization in patients with CLTI according to the PLAN concept, we recommend to use GermanVasc, WIfI, and the Global Limb Anatomic Staging System.
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Affiliation(s)
- Rutger H A Welling
- Department of Vascular Surgery, St. Antonius Hospital Nieuwegein, Nieuwegein, the Netherlands; Department of Vascular Surgery, University Medical Centre Utrecht, Utrecht, the Netherlands.
| | - Marjolein van Breugel
- Department of Vascular Surgery, St. Antonius Hospital Nieuwegein, Nieuwegein, the Netherlands
| | - Mats van de Mortel
- Department of Vascular Surgery, St. Antonius Hospital Nieuwegein, Nieuwegein, the Netherlands
| | - Gert J de Borst
- Department of Vascular Surgery, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Andrej Schmidt
- Department of Angiology, University Medical Centre Leipzig, Leipzig, Germany
| | - Daniel A F van den Heuvel
- Department of Interventional Radiology, St. Antonius Hospital Nieuwegein, Nieuwegein, the Netherlands
| | - Olaf J Bakker
- Department of Vascular Surgery, St. Antonius Hospital Nieuwegein, Nieuwegein, the Netherlands
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Birmpili P, Li Q, Johal AS, Atkins E, Waton S, Pherwani AD, Williams R, Chetter I, Boyle JR, Cromwell DA. Editor's Choice - Delays to Revascularisation and Outcomes of Non-Elective Admissions for Chronic Limb Threatening Ischaemia: a UK Population Based Cohort Study. Eur J Vasc Endovasc Surg 2025; 69:640-648. [PMID: 39725308 DOI: 10.1016/j.ejvs.2024.12.038] [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: 06/20/2024] [Revised: 12/10/2024] [Accepted: 12/19/2024] [Indexed: 12/28/2024]
Abstract
OBJECTIVE Major amputation and death are significant outcomes after lower limb revascularisation for chronic limb threatening ischaemia (CLTI), but there is limited evidence on their association with the timing of revascularisation. The aim of this study was to examine the relationship between time from non-elective admission to revascularisation and one year outcomes for patients with CLTI. METHODS This was an observational, population based cohort study of patients aged ≥ 50 years with CLTI admitted non-electively for infrainguinal revascularisation procedures in English National Health Service hospitals from January 2017 to December 2019 recorded in the Hospital Episode Statistics database. Outcomes were death and ipsilateral major amputation rate at one year. Logistic regression models were fitted to explore the relationship between time to revascularisation and death, adjusted for patient and admission factors. For major amputation, multinomial logistic regression models were used to account for the competing risk of death. RESULTS A total of 10 183 patients (median age 75 years) were included in the analysis, of which 67.1% (n = 6 831) were male and 57.6% had diabetes. In patients with tissue loss, the unadjusted one year mortality rate was 30.0% (95% confidence interval [CI] 28.9 - 31.0%), and for every one day increase in time from admission to revascularisation, the adjusted odds of one year death increased by 3% (odds ratio 1.03, 95% CI 1.02 - 1.04). In the absence of tissue loss, the unadjusted one year mortality rate was 19.9% (95% CI 18.4 - 21.4%) and there was no evidence of an association with time to revascularisation. There was also no statistically significant association between the time to revascularisation and risk of ipsilateral major amputation at one year irrespective of tissue loss. CONCLUSION Patients undergoing infrainguinal revascularisation during non-elective admissions for CLTI have high one year major amputation and mortality rates. Longer time from admission to revascularisation was independently associated with a higher mortality rate in patients with tissue loss, but not in those without.
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Affiliation(s)
- Panagiota Birmpili
- Clinical Effectiveness Unit, Royal College of Surgeons of England, London, UK; Hull York Medical School, University of Hull, Hull, UK.
| | - Qiuju Li
- Clinical Effectiveness Unit, Royal College of Surgeons of England, London, UK; Department of Health Services Research and Policy, London School of Hygiene and Tropical Medicine, London, UK
| | - Amundeep S Johal
- Clinical Effectiveness Unit, Royal College of Surgeons of England, London, UK
| | - Eleanor Atkins
- Clinical Effectiveness Unit, Royal College of Surgeons of England, London, UK; Hull York Medical School, University of Hull, Hull, UK
| | - Sam Waton
- Clinical Effectiveness Unit, Royal College of Surgeons of England, London, UK
| | - Arun D Pherwani
- Keele University School of Medicine, Royal Stoke University Hospital, Stoke-on-Trent, UK
| | - Robin Williams
- Department of Interventional Radiology, Freeman Hospital, Newcastle upon Tyne, UK
| | - Ian Chetter
- Hull York Medical School, University of Hull, Hull, UK; Academic Vascular Surgical Unit, Hull University Teaching Hospitals NHS Trust, Hull, UK
| | - Jonathan R Boyle
- Cambridge Vascular Unit, Cambridge University Hospitals NHS Foundation Trust and Department of Surgery, University of Cambridge, Cambridge, UK
| | - David A Cromwell
- Clinical Effectiveness Unit, Royal College of Surgeons of England, London, UK; Department of Health Services Research and Policy, London School of Hygiene and Tropical Medicine, London, UK
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Goffart S, Delingette H, Chierici A, Guzzi L, Nasr B, Lareyre F, Raffort J. Artificial Intelligence Techniques for Prognostic and Diagnostic Assessments in Peripheral Artery Disease: A Scoping Review. Angiology 2025:33197241310572. [PMID: 39819159 DOI: 10.1177/00033197241310572] [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: 01/19/2025]
Abstract
Peripheral artery disease (PAD) is a major public health concern worldwide, associated with high risk of mortality and morbidity related to cardiovascular and adverse limb events. Despite significant advances in both medical and interventional therapies, PAD often remains under-diagnosed, and the prognosis of patients can be difficult to predict. Artificial intelligence (AI) has brought a wide range of opportunities to improve the management of cardiovascular diseases, from advanced imaging analysis to machine-learning (ML)-based predictive models, and medical data management using natural language processing (NLP). The aim of this review is to summarize and discuss current techniques based on AI that have been proposed for the diagnosis and the evaluation of the prognosis in patients with PAD. The review focused on clinical studies that proposed AI-methods for the detection and the classification of PAD as well as studies that used AI-models to predict outcomes of patients. Through evaluation of study design, we discuss model choices including variability in dataset inputs, model complexity, interpretability, and challenges linked to performance metrics used. In the light of the results, we discuss potential interest for clinical decision support and highlight future directions for research and clinical practice.
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Affiliation(s)
- Sebastien Goffart
- Inria, Epione Team, Université Côte d'Azur, Sophia Antipolis, France
- University Hospital of Nice, Nice, France
| | - Hervé Delingette
- Inria, Epione Team, Université Côte d'Azur, Sophia Antipolis, France
- Fédération Hospitalo-Universitaire FHU Plan & Go, Nice, France
| | - Andrea Chierici
- Department of Digestive Surgery, University Hospital of Nice, Nice, France
- Department of Digestive Surgery, Hospital of Antibes Juan-les-Pins, Antibes, France
| | - Lisa Guzzi
- Inria, Epione Team, Université Côte d'Azur, Sophia Antipolis, France
| | - Bahaa Nasr
- Department of Vascular and Endovascular Surgery, Brest University Hospital, Brest, France
| | - Fabien Lareyre
- Fédération Hospitalo-Universitaire FHU Plan & Go, Nice, France
- Department of Vascular Surgery, Hospital of Antibes Juan-les-Pins, Antibes, France
- Laboratory of Molecular Physio Medicine (LP2M), UMR 7370, CNRS, University Côte d'Azur, Nice, France
| | - Juliette Raffort
- University Hospital of Nice, Nice, France
- Fédération Hospitalo-Universitaire FHU Plan & Go, Nice, France
- Laboratory of Molecular Physio Medicine (LP2M), UMR 7370, CNRS, University Côte d'Azur, Nice, France
- Clinical Chemistry Laboratory, University Hospital of Nice, Nice, France
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Pasqui E, Casilli G, Anichini T, Cerbini E, Galzerano G, de Donato G. The Comorbidity-Polypharmacy Score as a Predictive Tool of Survival and Limb Salvage in Patients Undergoing Lower Limb Revascularization Procedures for Chronic Limb-Threatening Ischemia. Ann Vasc Surg 2025; 110:423-431. [PMID: 39427980 DOI: 10.1016/j.avsg.2024.09.061] [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: 07/11/2024] [Revised: 09/14/2024] [Accepted: 09/14/2024] [Indexed: 10/22/2024]
Abstract
BACKGROUND The comorbidity-polypharmacy score (CPPS) was created to evaluate the clinical burden of comorbidities in geriatric patients. It represents an objective tool to stratify patients' risk in different settings. The study aimed to evaluate CPPS in predicting mortality and amputation in patients undergoing elective revascularization procedures in chronic limb-threatening ischemia (CLTI) patients. METHODS This is a 2-year retrospective single-center study. We included all patients undergoing elective lower-limb revascularization procedures admitted with CLTI diagnosis. Four CPPS groups were defined: mild, moderate, severe, and morbid. The primary early and long-term outcomes were 30-day overall mortality, 30-day amputation rate, and overall survival and limb salvage, respectively. RESULTS A total of 442 patients were enrolled in the study. Mean age was 76.5 ± 9.9 years, and 61.5% (272/442) were male. CPPS was calculated: 22.6% (100/442) have mild CPPS, 54.3% (240/442) moderate, 21.9% (97/442) severe, and 1.2% (5/442) morbid. Kaplan-Meier curves for overall survival stratified by CPPS grade highlighted a strong statistically significant difference (P < 0.0001) among the 4 CPPS classes. Mild CPPS has a significantly higher limb salvage rate among moderate, severe, and morbid CPPS groups (P < 0.0001). Limb salvage for mild and severe CPPS, at 36 months was 95% vs. 85.1%, respectively. Stepwise multivariable Cox-analysis revealed that mortality was independently associated with dialysis, Rutherford Classification V, age, and CPPS. Male sex, multilevel arterial disease, and hybrid surgical repair were independently associated with amputations. CONCLUSIONS CPPS is a straightforward tool to evaluate the patient's complexity and could be used as an adjuvant tool to stratify early- and long-term outcomes in CLTI patients undergoing elective revascularization procedures.
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Affiliation(s)
- Edoardo Pasqui
- Vascular Surgery Unit, Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy.
| | - Giulia Casilli
- Vascular Surgery Unit, Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Tommaso Anichini
- Vascular Surgery Unit, Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Eleonora Cerbini
- Vascular Surgery Unit, Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Giuseppe Galzerano
- Vascular Surgery Unit, Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Gianmarco de Donato
- Vascular Surgery Unit, Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
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Soendergaard SF, Simony A, Christiansen JL, Laursen HS, Dahl M. Patients with chronic limb-threatening ischemia: Experiences of their disease, treatment, and care in a cross-sectoral setting. A scoping review. JOURNAL OF VASCULAR NURSING 2024; 42:240-250. [PMID: 39645384 DOI: 10.1016/j.jvn.2024.08.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Revised: 06/20/2024] [Accepted: 08/16/2024] [Indexed: 12/09/2024]
Abstract
INTRODUCTION Patients facing chronic limb-threatening ischemia (CLTI) experience significant burdens, impacting their physical, emotional, and social well-being. They require extensive care from multidisciplinary healthcare professionals across primary and secondary settings. Managing CLTI necessitates strict patient adherence to treatment protocols to prevent severe complications. Surprisingly, previous studies have overlooked these patients' unique perspectives, highlighting the need to explore their experiences and challenges. OBJECTIVE The objective of this review was to systematically identify, examine, and conceptually map extant literature on patients with CLTI in the context of living with the condition, and explore their experiences of receiving treatment and care within a cross-sectoral setting. METHODS A systematic search was completed on 18 September 2023 with no methodological or format restrictions. We identified the population, concept, and context to pinpoint the delineate the focus of this review process. The JBI methodology for scoping reviews and the PRISMA-ScR checklist were followed. RESULTS Based on our search, we found ten relevant scientific qualitative and/or quantitative sources and one non-scientific source. We identified four main maps: 1) Dependency on others is my new life condition, 2) I'm more than the sum of my conditions, 3) I'm lost in chaos, be alert to all of me, and 4) Give me more time, my body and mind are under attack. CONCLUSION This scoping review describes how patients' lives are affected by CLTI and provides insights into their perception of shared decision-making, treatment, and care. The review reveals the need for a more person-centered approach to care. To nuance person-centred care further, it is necessary to consider the impact of patients' cultural values and preferences. However, this area is marked by a notable research gap.
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Affiliation(s)
- Susanne Friis Soendergaard
- Vascular Research Unit, Department of Vascular Surgery, Viborg Regional Hospital, Toldbodgade 12, 8800 Viborg, Denmark; Faculty of Health, Aarhus University, Bartholin's alle 2, 8000 Aarhus C, Denmark; Lovisenberg University of Applied Science. Lovisenberggata 15B 0456 Oslo, Norway.
| | - Ane Simony
- Department of Orthopedic Surgery, Hospital Lillebelt Kolding, Sygehusvej 24, 6000 Kolding, Denmark; Institute for Regional Health Services, University of Southern Denmark, Denmark.
| | - Johanne Louise Christiansen
- Department of Culture and Language, Faculty of Humanities, University of Southern Denmark, Campusvej 55, 5230 Odense M, Denmark.
| | - Henrik Sehested Laursen
- Medical Library, Regional Hospital Central Jutland, Heibergs Allé 2 K, 8800 Viborg, Denmark.
| | - Marie Dahl
- Vascular Research Unit, Department of Vascular Surgery, Viborg Regional Hospital, Toldbodgade 12, 8800 Viborg, Denmark; Department of Clinical Medicine, Aarhus University, Palle Juul-Jensens Blvd. 82, 8200 Aarhus, Denmark; Cardiac, Thoracic and Vascular Research Unit, Department of Clinical Research, University of Southern Denmark and Department of Cardiothoracic and Vascular Surgery, Odense University Hospital, J. B. Winsløws vej 4, 5000 Odense, Denmark.
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Perez S, Thandra S, Mellah I, Kraemer L, Ross E. Machine Learning in Vascular Medicine: Optimizing Clinical Strategies for Peripheral Artery Disease. CURRENT CARDIOVASCULAR RISK REPORTS 2024; 18:187-195. [PMID: 39552745 PMCID: PMC11567977 DOI: 10.1007/s12170-024-00752-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/24/2024] [Indexed: 11/19/2024]
Abstract
Purpose of Review Peripheral Artery Disease (PAD), a condition affecting millions of patients, is often underdiagnosed due to a lack of symptoms in the early stages and management can be complex given differences in genetic and phenotypic characteristics. This review aims to provide readers with an update on the utility of machine learning (ML) in the management of PAD. Recent Findings Recent research leveraging electronic health record (EHR) data and ML algorithms have demonstrated significant advances in the potential use of automated systems, namely artificial intelligence (AI), to accurately identify patients who might benefit from further PAD screening. Additionally, deep learning algorithms can be used on imaging data to assist in PAD diagnosis and automate clinical risk stratification.ML models can predict major adverse cardiovascular events (MACE) and major adverse limb events (MALE) with considerable accuracy, with many studies also demonstrating the ability to more accurately risk stratify patients for deleterious outcomes after surgical intervention. These predictions can assist physicians in developing more patient-centric treatment plans and allow for earlier, more aggressive management of modifiable risk-factors in high-risk patients. The use of proteomic biomarkers in ML models offers a valuable addition to traditional screening and stratification paradigms, though clinical utility may be limited by cost and accessibility. Summary The application of AI to the care of PAD patients may enable earlier diagnosis and more accurate risk stratification, leveraging readily available EHR and imaging data, and there is a burgeoning interest in incorporating biological data for further refinement. Thus, the promise of precision PAD care grows closer. Future research should focus on validating these models via real-world integration into clinical practice and prospective evaluation of the impact of this new care paradigm.
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Affiliation(s)
- Sean Perez
- Department of Surgery, University of California San Diego Health, La Jolla, San Diego, CA USA
| | - Sneha Thandra
- University of California San Diego School of Medicine, La Jolla, San Diego, CA USA
| | - Ines Mellah
- University of California San Diego School of Medicine, La Jolla, San Diego, CA USA
| | - Laura Kraemer
- General Surgery Department, Naval Medical Center San Diego, San Diego, CA USA
| | - Elsie Ross
- Department of Surgery, Division of Vascular and Endovascular Surgery, University of California San Diego Health, 9300 Campus Point Drive #7403, La Jolla, San Diego, CA 92037 USA
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Mazzolai L, Teixido-Tura G, Lanzi S, Boc V, Bossone E, Brodmann M, Bura-Rivière A, De Backer J, Deglise S, Della Corte A, Heiss C, Kałużna-Oleksy M, Kurpas D, McEniery CM, Mirault T, Pasquet AA, Pitcher A, Schaubroeck HAI, Schlager O, Sirnes PA, Sprynger MG, Stabile E, Steinbach F, Thielmann M, van Kimmenade RRJ, Venermo M, Rodriguez-Palomares JF. 2024 ESC Guidelines for the management of peripheral arterial and aortic diseases. Eur Heart J 2024; 45:3538-3700. [PMID: 39210722 DOI: 10.1093/eurheartj/ehae179] [Citation(s) in RCA: 134] [Impact Index Per Article: 134.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/04/2024] Open
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Mao J, Matheny M, Smolderen KG, Mena-Hurtado C, Sedrakyan A, Goodney P. Combining electronic health records data from a clinical research network with registry data to examine long-term outcomes of interventions and devices: an observational cohort study. BMJ Open 2024; 14:e085806. [PMID: 39327057 PMCID: PMC11429269 DOI: 10.1136/bmjopen-2024-085806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 08/30/2024] [Indexed: 09/28/2024] Open
Abstract
OBJECTIVES To assess the feasibility of assessing long-term outcomes of peripheral vascular intervention (PVI) by linking data from a clinical registry to electronic health records (EHR) data from a clinical research network. DESIGN Observational cohort study. SETTING Vascular Quality Initiative registry linked to INSIGHT Clinical Research Network, which aggregated EHR data from multiple institutions in New York City. PARTICIPANTS Patients receiving PVI during 1 January 2013-30 November 2021 in four centres in New York City. PRIMARY AND SECONDARY OUTCOME MEASURES We examined the proportion of registry patients retained in EHR over time and predictors of EHR retention after year 1. We evaluated the implications of EHR attrition by examining amputation-free survival (AFS) in the observed data and predicted data when patients discontinued in the EHR were hypothesised to have increased risks of events than the observed average. RESULTS We included 1405 patients receiving PVI (age=70.8±11.2 years, 51.3% male). Among eligible patients, 75.2% were retained in EHR through year 3. Patients who aged 75 years or above (vs <65: OR 0.34, 95% CI 0.18 to 0.62), had Medicaid (vs Medicare: OR 0.41, 95% CI 0.22 to 0.79), congestive heart failure (OR 0.54, 95% CI 0.32 to 0.90), dialysis (OR 0.47, 95% CI 0.24 to 0.91) and reduced ambulation (OR 0.34, 95% CI 0.15 to 0.75) were less likely to be retained in EHR. When discontinued patients were hypothesised to have increased risks of death or amputation than observed, AFS estimates diverged from the observed data around 6-12 months. CONCLUSIONS Studies using registry-EHR data may benefit from the timeliness of the data but may be most appropriate to focus on short-term to intermediate-term outcomes of interventions and devices. Future research is needed to investigate the value of registry-EHR linkage in facilitating short-term to intermediate-term outcome assessment following vascular interventions and advanced statistical approaches to account for non-random missing long-term data.
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Affiliation(s)
- Jialin Mao
- Population Health Sciences, Joan and Sanford I Weill Medical College of Cornell University, New York, New York, USA
| | - Michael Matheny
- Departments of Biomedical Informatics, Biostatistics, and Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Kim G Smolderen
- Department of Internal Medicine Section of Cardiovascular Medicine, Yale School of Medicine, Yale University, New Haven, Connecticut, USA
| | - Carlos Mena-Hurtado
- Department of Internal Medicine Section of Cardiovascular Medicine, Yale School of Medicine, Yale University, New Haven, Connecticut, USA
| | - Art Sedrakyan
- Population Health Sciences, Joan and Sanford I Weill Medical College of Cornell University, New York, New York, USA
| | - Philip Goodney
- Department of Surgery Section of Vascular Surgery, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire, USA
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Rastogi T, Girerd N. Enhancing machine learning-based survival prediction models for patients with cardiovascular diseases. Int J Cardiol 2024; 410:132195. [PMID: 38782072 DOI: 10.1016/j.ijcard.2024.132195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 04/26/2024] [Accepted: 05/20/2024] [Indexed: 05/25/2024]
Affiliation(s)
- Tripti Rastogi
- Université de Lorraine, INSERM, Centre d'Investigations Cliniques Plurithématique 1433, Inserm U1116, CHRU de Nancy and F-CRIN INI-CRCT, Nancy, France
| | - Nicolas Girerd
- Université de Lorraine, INSERM, Centre d'Investigations Cliniques Plurithématique 1433, Inserm U1116, CHRU de Nancy and F-CRIN INI-CRCT, Nancy, France.
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Li B, Nassereldine R, Zamzam A, Syed MH, Mamdani M, Al-Omran M, Abdin R, Qadura M. Development and evaluation of a prediction model for peripheral artery disease-related major adverse limb events using novel biomarker data. J Vasc Surg 2024; 80:490-497.e1. [PMID: 38599293 DOI: 10.1016/j.jvs.2024.03.450] [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: 01/10/2024] [Revised: 03/26/2024] [Accepted: 03/31/2024] [Indexed: 04/12/2024]
Abstract
OBJECTIVE Prognostic tools for individuals with peripheral artery disease (PAD) remain limited. We developed prediction models for 3-year PAD-related major adverse limb events (MALE) using demographic, clinical, and biomarker data previously validated by our group. METHODS We performed a prognostic study using a prospectively recruited cohort of patients with PAD (n = 569). Demographic/clinical data were recorded including sex, age, comorbidities, previous procedures, and medications. Plasma concentrations of three biomarkers (N-terminal pro-B-type natriuretic peptide [NT-proBNP], fatty acid binding protein 3 [FABP3], and FABP4) were measured at baseline. The cohort was followed for 3 years. MALE was the primary outcome (composite of open/endovascular vascular intervention or major amputation). We trained three machine learning models with 10-fold cross-validation using demographic, clinical, and biomarker data (random forest, decision trees, and Extreme Gradient Boosting [XGBoost]) to predict 3-year MALE in patients. Area under the receiver operating characteristic curve (AUROC) was the primary model evaluation metric. RESULTS Three-year MALE was observed in 162 patients (29%). XGBoost was the top-performing predictive model for 3-year MALE, achieving the following performance metrics: AUROC = 0.88 (95% confidence interval [CI], 0.84-0.94); sensitivity, 88%; specificity, 84%; positive predictive value, 83%; and negative predictive value, 91% on test set data. On an independent validation cohort of patients with PAD, XGBoost attained an AUROC of 0.87 (95% CI, 0.82-0.90). The 10 most important predictors of 3-year MALE consisted of: (1) FABP3; (2) FABP4; (3) age; (4) NT-proBNP; (5) active smoking; (6) diabetes; (7) hypertension; (8) dyslipidemia; (9) coronary artery disease; and (10) sex. CONCLUSIONS We built robust machine learning algorithms that accurately predict 3-year MALE in patients with PAD using demographic, clinical, and novel biomarker data. Our algorithms can support risk stratification of patients with PAD for additional vascular evaluation and early aggressive medical management, thereby improving outcomes. Further validation of our models for clinical implementation is warranted.
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Affiliation(s)
- Ben Li
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada; Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada; Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada; Temerty Centre for Artificial Intelligence Research and Education in Medicine (T-CAIREM), University of Toronto, Toronto, Ontario, Canada
| | - Rakan Nassereldine
- Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada; Division of Vascular Surgery, American University of Beirut Medical Center, Beirut, Lebanon
| | - Abdelrahman Zamzam
- Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada
| | - Muzammil H Syed
- Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada
| | - Muhammad Mamdani
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada; Temerty Centre for Artificial Intelligence Research and Education in Medicine (T-CAIREM), University of Toronto, Toronto, Ontario, Canada; Data Science & Advanced Analytics, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada; Li Ka Shing Knowledge Institute, St Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada; ICES, University of Toronto, Toronto, Ontario, Canada; Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
| | - Mohammed Al-Omran
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada; Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada; Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada; Temerty Centre for Artificial Intelligence Research and Education in Medicine (T-CAIREM), University of Toronto, Toronto, Ontario, Canada; Li Ka Shing Knowledge Institute, St Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada; Department of Surgery, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Rawand Abdin
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Mohammad Qadura
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada; Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada; Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada; Li Ka Shing Knowledge Institute, St Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada.
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Thaarup M, Jacobsen S, Nielsen PB, Nicolajsen CW, Eldrup N, Petersen CN, Behrendt CA, Dahl M, Højen AA, Søgaard M. Adherence and Persistence to Antiplatelet Therapy in Lower Extremity Peripheral Arterial Disease: A Danish Population Based Cohort Study. Eur J Vasc Endovasc Surg 2024; 67:948-957. [PMID: 38341174 DOI: 10.1016/j.ejvs.2024.02.002] [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: 09/08/2023] [Revised: 01/25/2024] [Accepted: 02/02/2024] [Indexed: 02/12/2024]
Abstract
OBJECTIVE Adherence to antiplatelet therapy is recommended but unexplored in patients with symptomatic lower extremity peripheral arterial disease (PAD). Therefore, this study aimed to determine adherence and persistence to antiplatelet therapy in patients with PAD, defined as intermittent claudication and chronic limb threatening ischaemia. DESIGN Population based nationwide cohort study. METHODS This study included all Danish citizens aged ≥ 40 years with a first inpatient or outpatient diagnosis of symptomatic PAD between 2010 - 2017, and who had at least one prescription claim for aspirin and/or clopidogrel within 90 days after diagnosis. Adherence was determined by the proportion of days covered (PDC) during the first year after diagnosis. Persistence was defined as no treatment gap ≥ 30 days between prescription renewals over three year follow up. RESULTS A total of 39 687 patients were eligible for inclusion, of whom 23 279 (58.7%) claimed a prescription for aspirin and/or clopidogrel within 90 days of diagnosis. Among these, 12 898 (55.4%) were prevalent users, while the remainder comprised new users who initiated the therapy after the index PAD diagnosis. The mean PDC was 74.5% (SD 35.0%) for prevalent users and 60.5% (SD 30.5%) for new users. Adherence increased with age and number of concomitant drugs. The overall one year cumulative incidence treatment discontinuation was 13.0% (95% CI 12.5 - 13.4%) overall, 17.2% (CI 16.6 - 17.9%) for prevalent users, and 7.9% (CI 7.4 - 8.4%) for new users. At three year follow up, the cumulative incidence of discontinuation was 31.5% (CI 30.9 - 32.2%) overall, 44.6% (CI 43.7 - 45.4%) for prevalent users, and 14.6% (CI 13.9 - 15.3) for new users. CONCLUSION Less than 60% of patients with newly diagnosed symptomatic PAD claimed a prescription for antiplatelet therapy within 90 days of diagnosis, and both adherence and persistence were moderate during the first year after diagnosis. These findings underscore the importance of efforts to improve the initiation and continuation of antiplatelet therapy in patients with PAD.
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Affiliation(s)
- Maja Thaarup
- Department of Cardiology, Aalborg University Hospital, Aalborg, Denmark
| | - Sara Jacobsen
- Danish Centre for Health Services Research, Department of Clinical Medicine, Aalborg University, Aalborg University Hospital, Denmark
| | - Peter Brønnum Nielsen
- Department of Cardiology, Aalborg University Hospital, Aalborg, Denmark; Danish Centre for Health Services Research, Department of Clinical Medicine, Aalborg University, Aalborg University Hospital, Denmark
| | | | - Nikolaj Eldrup
- Department of Vascular Surgery, Rigshospitalet, Copenhagen University, Copenhagen, Denmark
| | | | - Christian-Alexander Behrendt
- Department of Vascular and Endovascular Surgery, Asklepios Clinic Wandsbek, Asklepios Medical School, Hamburg, Germany
| | - Marie Dahl
- Department of Vascular Surgery, Viborg Regional Hospital, Viborg, Denmark; Department of Clinical Medicine, Aarhus University, Aarhus, Denmark; Research Unit of Cardiac, Thoracic, and Vascular Surgery, Department of Clinical Research, Faculty of Health Sciences, University of Southern Denmark and Odense University Hospital, Odense, Denmark
| | - Anette Arbjerg Højen
- Department of Cardiology, Aalborg University Hospital, Aalborg, Denmark; Danish Centre for Health Services Research, Department of Clinical Medicine, Aalborg University, Aalborg University Hospital, Denmark
| | - Mette Søgaard
- Department of Cardiology, Aalborg University Hospital, Aalborg, Denmark; Danish Centre for Health Services Research, Department of Clinical Medicine, Aalborg University, Aalborg University Hospital, Denmark.
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12
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Bischoff M, Meisenbacher K, Rother U, Cotta L, Böhner H, Storck M, Behrendt CA. Awareness of smoking cessation amongst German vascular surgeons. VASA 2024; 53:129-134. [PMID: 38319124 DOI: 10.1024/0301-1526/a001113] [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] [Indexed: 02/07/2024]
Abstract
Background: Smoking represents the well-known enemy of vascular well-being. Numerous previous studies emphasised the important role of smoking on the development and progression of atherosclerotic cardiovascular disease. The current study aimed to identify hurdles and barriers for an insufficient implementation of secondary prevention in the treatment of lower extremity peripheral arterial disease (PAD). Methods: All members of the German Society for Vascular Surgery and Vascular Medicine (DGG) with valid email addresses were invited to participate in an electronic survey on smoking. Results are descriptively presented. Results: Amongst 2716 invited participants, 327 (12%) submitted complete responses, thereof 33% women and 80% between 30 and 59 years old (87% board certified specialists). 83% were employed by hospitals (56% teaching hospital, 14% university, 13% non-academic) and 16% by outpatient facilities. 6% are active smokers (63% never) while a mean of five medical education activities on smoking cessation were completed during the past five years of practice. Only 27% of the institutions offered smoking cessation programs and 28% of the respondents were aware of local programs while a mean of 46% of their patients were deemed eligible for participation. 63% of the respondents deemed outpatient physicians primarily responsible for smoking cessation, followed by medical insurance (26%). Conclusions: The current nationwide survey of one scientific medical society involved in the care of patients with vascular disease revealed that smoking cessation, although being commonly accepted as important pillar of comprehensive holistic care, is not sufficiently implemented in everyday clinical practice.
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Affiliation(s)
- Moritz Bischoff
- Department of Vascular and Endovascular Surgery, University Medical Centre Heidelberg, Germany
| | - Katrin Meisenbacher
- Department of Vascular and Endovascular Surgery, University Medical Centre Heidelberg, Germany
| | - Ulrich Rother
- Department of Vascular Surgery, Friedrich Alexander Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
- German Institute for Vascular Research, Berlin, Germany
| | - Livia Cotta
- German Institute for Vascular Research, Berlin, Germany
| | - Hinrich Böhner
- Department of Vascular Surgery, St. Rochus-Hospital Castrop-Rauxel, Dortmund, Germany
| | - Martin Storck
- Department of Vascular and Thoracic Surgery, Klinikum Karlsruhe, Academic Teaching Hospital, Germany
| | - Christian-Alexander Behrendt
- German Institute for Vascular Research, Berlin, Germany
- Department of Vascular and Endovascular Surgery, Asklepios Clinic Wandsbek, Asklepios Medical School, Hamburg, Germany
- Medical School Brandenburg Theodor-Fontane, Neuruppin, Germany
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13
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Nordanstig J, Behrendt CA, Baumgartner I, Belch J, Bäck M, Fitridge R, Hinchliffe R, Lejay A, Mills JL, Rother U, Sigvant B, Spanos K, Szeberin Z, van de Water W, Antoniou GA, Björck M, Gonçalves FB, Coscas R, Dias NV, Van Herzeele I, Lepidi S, Mees BME, Resch TA, Ricco JB, Trimarchi S, Twine CP, Tulamo R, Wanhainen A, Boyle JR, Brodmann M, Dardik A, Dick F, Goëffic Y, Holden A, Kakkos SK, Kolh P, McDermott MM. Editor's Choice -- European Society for Vascular Surgery (ESVS) 2024 Clinical Practice Guidelines on the Management of Asymptomatic Lower Limb Peripheral Arterial Disease and Intermittent Claudication. Eur J Vasc Endovasc Surg 2024; 67:9-96. [PMID: 37949800 DOI: 10.1016/j.ejvs.2023.08.067] [Citation(s) in RCA: 131] [Impact Index Per Article: 131.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2023] [Accepted: 08/14/2023] [Indexed: 11/12/2023]
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Ingwersen M, Kunstmann I, Oswald C, Best N, Weisser B, Teichgräber U. Exercise Training for Patients With Peripheral Arterial Occlusive Disease. DEUTSCHES ARZTEBLATT INTERNATIONAL 2023; 120:879-885. [PMID: 38019155 PMCID: PMC10859744 DOI: 10.3238/arztebl.m2023.0231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 10/18/2023] [Accepted: 10/18/2023] [Indexed: 11/30/2023]
Abstract
BACKGROUND One-third of all persons with peripheral arterial occlusive disease (PAOD) suffer from intermittent claudication. Exercise training under appropriate supervision is recommended in the pertinent guidelines, but physicians order it too rarely, and so-called vascular exercise groups are not available everywhere. This situation needs improvement in view of the impor - tance of walking ability and cardiorespiratory fitness for patients' quality of life and long-term disease outcome. METHODS We review the scientific evidence on exercise training and on ways to lower barriers to the ordering of exercise training and to patient participation, on the basis of pertinent articles retrieved by a search of PubMed and in specialized sports science journals. RESULTS 10 meta-analyses, 12 randomized controlled trials (RCTs), and 7 cohort studies were considered for this review. Largescale cohort studies have shown that exercise is associated with a lower risk of death (relative risk 0.65-0.78 after 12 months of exercise training, compared to an inactive lifestyle). Exercise training also improves the maximal walking distance by a mean of 136 m (training at home) or 180-310 m (supervised training). An additional improvement by a mean of 282 m can be expected from a combination of exercise training and endovascular revascularization. Further behavior-modifying interventions, such as goal-setting, planning, and feedback, increase both the maximum walking distance and the weekly duration of exercise. CONCLUSION Exercise improves walking ability and lowers mortality. To attract patients with intermittent claudication to exercise training, a broad assortment of analog, digital and telemetric tools and a dense network of vascular exercise groups should be made available, along with regular contact between physicians and patients.
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Affiliation(s)
- Maja Ingwersen
- Institute of Diagnostic and Interventional Radiology, Jena University Hospital, Jena, Germany
| | - Ina Kunstmann
- Institute of Diagnostic and Interventional Radiology, Jena University Hospital, Jena, Germany
| | - Carolin Oswald
- Institute of Diagnostic and Interventional Radiology, Jena University Hospital, Jena, Germany
| | - Norman Best
- Institute of Physical and Rehabilitation Medicine, Sophien and Hufeland Hospital Weimar, Academic Teaching Hospital, University of Jena, Jena, Germany
| | - Burkhard Weisser
- Institute of Sports Science, Department of Sports Medicine, Kiel University, Kiel, Germany
| | - Ulf Teichgräber
- Institute of Diagnostic and Interventional Radiology, Jena University Hospital, Jena, Germany
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Søgaard M, Nielsen PB, Eldrup N, Behrendt CA, Nicolajsen CW, Lip GYH, Skjøth F. Epidemiological Trends and Projections of Incidence, Prevalence, and Disease Related Mortality Associated With Peripheral Arterial Disease: Observations Using Nationwide Danish Data. Eur J Vasc Endovasc Surg 2023; 66:662-669. [PMID: 37567342 DOI: 10.1016/j.ejvs.2023.08.005] [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: 10/14/2022] [Revised: 06/27/2023] [Accepted: 08/04/2023] [Indexed: 08/13/2023]
Abstract
OBJECTIVE Peripheral arterial disease (PAD) trends remain unclear because contemporary data are sparse and conflicting. This nationwide cohort study quantified changes in PAD incidence, prevalence, and all cause mortality, and projected prevalence development through to 2040. METHODS Population based registries covering the entire Danish population aged ≥ 40 years from 2000 to 2018 were linked to assess trends in PAD incidence, prevalence, and all cause mortality, overall and by sex and age groups. Based on observed trends in incidence and mortality, and estimated future annual age distribution and population mortality, the PAD prevalence through to 2040 was projected. RESULTS The Danish population aged 40 - 99 years in 2000 - 2018 included 4 811 281 individuals, among whom 145 870 incident PAD diagnoses were identified. The age and sex standardised PAD incidence decreased from 2.26 per 1 000 person years in 2000 to 1.65 in 2018 (incidence RR 0.74, 95% CI 0.72 - 0.77). The incidence was approximately 20% higher in men than women but declined similarly over time. Concurrently, PAD prevalence in the Danish adult population increased from 1.3% to 1.6% (prevalence ratio 1.28, 95% CI 1.26 - 1.30). Among patients aged ≥ 80 years, the prevalence reached 5.7% in women and 7.9% in men. The age and sex standardised annual mortality among patients with PAD decreased from 9.8% in 2000 to 7.2% in 2018 (mortality ratio 0.75, 95% CI 0.72 - 0.78). Projections of PAD prevalence demonstrated that the rising PAD prevalence will continue until around 2030, followed by a decline towards 2040. Among individuals aged ≥ 80 years, the prevalence was projected to plateau at 8.9% for men and 6.2% for women before declining. CONCLUSION Within an unselected nationwide population, the incidence and all cause mortality of PAD have declined over the last two decades. Concurrently, prevalence increased and is projected to increase further over the coming decade, emphasising the growing burden of this common atherosclerotic disease in ageing populations.
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Affiliation(s)
- Mette Søgaard
- Department of Cardiology, Aalborg University Hospital, Denmark; Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Faculty of Health, Aalborg University, Aalborg, Denmark.
| | - Peter Brønnum Nielsen
- Department of Cardiology, Aalborg University Hospital, Denmark; Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Faculty of Health, Aalborg University, Aalborg, Denmark
| | - Nikolaj Eldrup
- Department of Vascular Surgery, Rigshospitalet, Copenhagen University, Copenhagen, Denmark
| | - Christian-Alexander Behrendt
- Department of Vascular and Endovascular Surgery, Asklepios Clinic Wandsbek, Asklepios Medical School, Hamburg, Germany
| | - Chalotte W Nicolajsen
- Department of Cardiology, Aalborg University Hospital, Denmark; Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Faculty of Health, Aalborg University, Aalborg, Denmark; Department of Surgery, Unit of Vascular Surgery, Regional Hospital Viborg, Viborg, Denmark
| | - Gregory Y H Lip
- Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Faculty of Health, Aalborg University, Aalborg, Denmark; Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, Liverpool, United Kingdom
| | - Flemming Skjøth
- Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Faculty of Health, Aalborg University, Aalborg, Denmark; Unit for Clinical Biostatistics, Aalborg University Hospital, Denmark
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Zimmermann M, Larena-Avellaneda A, Rother U, Lareyre F, Søgaard M, Tulamo R, Venermo M, Behrendt CA. Editor's Choice - Long Term Outcomes After Invasive Treatment of Carotid Artery Stenosis: a Longitudinal Study of German Health Insurance Claims. Eur J Vasc Endovasc Surg 2023; 66:493-500. [PMID: 37490978 DOI: 10.1016/j.ejvs.2023.07.030] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2023] [Revised: 06/23/2023] [Accepted: 07/19/2023] [Indexed: 07/27/2023]
Abstract
OBJECTIVE There is a paucity of observational data including long term outcomes after invasive treatment for carotid artery stenosis. METHODS This retrospective study used nationwide insurance claims from the third largest provider in Germany, DAK-Gesundheit. Patients who underwent inpatient carotid endarterectomy (CEA) or carotid artery stenting (CAS) between 1 January 2008 and 31 May 2017 were included. The Elixhauser comorbidity scores from longitudinally linked hospital episodes were used. Kaplan-Meier analysis and the log rank test were used to determine long term stroke free survival. Multivariable regression models were developed to adjust for confounding. RESULTS A total of 22 637 individual patients (41.6% female, median age 72.5 years) were included, of whom 15 005 (66.3%) were asymptomatic and 17 955 (79.3%) underwent CEA. After a median of 48 months, 5 504 any stroke or death events were registered. The mortality rate varied between 0.4% (CEA for asymptomatic stenosis) and 2.1% (urgent CAS for acute stroke patients) at 30 days, and between 4.1% and 8.4% at one year, respectively. The rate for any stroke varied between 0.6% (CEA for asymptomatic stenosis) and 2.5% (CAS for symptomatic patients) at 30 days, and between 2.5% and 6.4% at one year, respectively. The combined rate for any stroke and mortality at one year was 6.3% (CEA for asymptomatic stenosis), 8.7% (CAS for asymptomatic stenosis), and 12.5% (urgent CAS for acute stroke patients). After five years, the overall stroke rate was 7.4% after CEA and 9.0% after CAS. In adjusted analyses, both older age and van Walraven comorbidity score were associated with events, while treatment of asymptomatic stenosis was associated with lower event rates. CONCLUSION The current study revealed striking differences between previous landmark trials and real world practice. It further suggested excess deaths among invasively treated asymptomatic patients.
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Affiliation(s)
| | - Axel Larena-Avellaneda
- Department of Vascular and Endovascular Surgery, Asklepios Clinic Altona, Asklepios Medical School, Hamburg, Germany
| | - Ulrich Rother
- Department of Vascular Surgery, University Hospital Erlangen, Friedrich Alexander Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Fabien Lareyre
- Department of Vascular Surgery, Hospital of Antibes-Juan-les-Pins, Antibes, Institut National de la Santé et de la Recherche Médicale (INSERM), Centre Méditerranéen de Médecine Moléculaire (C3M), Université Côte d'Azur, Nice, France
| | - Mette Søgaard
- Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Faculty of Medicine, Aalborg University, Aalborg, Denmark; Department of Cardiology, Aalborg University Hospital, Aalborg, Denmark
| | - Riikka Tulamo
- Department of Vascular Surgery, Helsinki University Hospital, University of Helsinki, Helsinki, Finland
| | - Maarit Venermo
- Department of Vascular Surgery, Helsinki University Hospital, University of Helsinki, Helsinki, Finland
| | - Christian-Alexander Behrendt
- Department of Vascular and Endovascular Surgery, Asklepios Clinic Wandsbek, Asklepios Medical School, Hamburg, Germany; Brandenburg Medical School Theodor Fontane, Neuruppin, Germany.
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Li J, Arora S, Wheat H, Dash S, Kimura S, Smith J, Castro-Dominguez Y, Oommen C, Hammad TA, Shishehbor MH, Al-Kindi S, Zidar DA. Immunologic profiles in patients with chronic limb-threatening ischemia undergoing endovascular revascularization. Vasc Med 2023; 28:387-396. [PMID: 37249001 DOI: 10.1177/1358863x231169323] [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] [Indexed: 05/31/2023]
Abstract
BACKGROUND Inflammation and immune dysregulation have been associated with adverse outcomes in cardiovascular disease. There is limited understanding of the association of different profiles of white blood cell (WBC) subsets and red cell distribution width (RDW) in patients with chronic limb-threatening ischemia (CLTI). METHODS Patients with CLTI undergoing endovascular revascularization in our single-center, tertiary care hospital from 2017 to 2019, who had a preceding complete blood count (CBC) with WBC differentials (n =213), were included in the analysis. Patient characteristics, laboratory values, and clinical outcomes were collected. Cox proportional hazards regression models were used to assess for associations between all-cause mortality and leukocyte subset; multivariate analysis was used to account for confounders. Kaplan-Meier curves were generated to depict survival censored at 1 year postrevascularization using baseline CBC indices. RESULTS Adjusting for confounders, elevated RDW was associated with increased mortality (continuous per % increase, adjusted hazard ratio [HR] 1.33, p < 0.001). Baseline lymphopenia was associated with mortality in univariate analysis. Other leukocyte subtypes were not associated with mortality outcomes in our population. Exploratory analysis showed negative deflections in ∆WBC from pre- to postprocedure day 1 were affiliated with increased mortality when adjusted for age, sex, race, chronic kidney disease, and baseline hemoglobin (∆WBC HR 1.16, p = 0.004). Further exploratory analysis showed an association between RDW and all-comers readmission. CONCLUSIONS The utilization of a periprocedural WBC subset differential can be a useful adjunct to risk-stratify patients with CLTI undergoing endovascular revascularization. Further studies are needed to understand potential ways to modulate immune dysregulation so as to improve mortality outcomes.
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Affiliation(s)
- Jun Li
- Harrington Heart & Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Shilpkumar Arora
- Harrington Heart & Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Heather Wheat
- Department of Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
- Department of Internal Medicine, Division of Cardiovascular Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Siddhartha Dash
- School of Medicine, Case Western Reserve University, Cleveland, OH, USA
- Promedica University of Toledo, Toledo, OH, USA
| | - Stephen Kimura
- School of Medicine, Case Western Reserve University, Cleveland, OH, USA
- Division of General Internal Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - Justin Smith
- Harrington Heart & Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Yulanka Castro-Dominguez
- Harrington Heart & Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Clint Oommen
- Harrington Heart & Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Tarek A Hammad
- Harrington Heart & Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Mehdi H Shishehbor
- Harrington Heart & Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Sadeer Al-Kindi
- Harrington Heart & Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - David A Zidar
- Harrington Heart & Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
- Louis Stokes Cleveland Veterans Affairs Medical Center, Cleveland, OH, USA
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18
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Levin SR, Farber A, Goodney PP, King EG, Eslami MH, Malas MB, Patel VI, Kiang SC, Siracuse JJ. Five Year Survival in Medicare Patients Undergoing Interventions for Peripheral Arterial Disease: a Retrospective Cohort Analysis of Linked Registry Claims Data. Eur J Vasc Endovasc Surg 2023; 66:541-549. [PMID: 37543356 DOI: 10.1016/j.ejvs.2023.07.055] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Revised: 06/19/2023] [Accepted: 07/31/2023] [Indexed: 08/07/2023]
Abstract
OBJECTIVE To justify the up front risks of offering elective interventions for intermittent claudication (IC), patients should have reasonable life expectancy to derive durable clinical benefits. Open surgery for chronic limb threatening ischaemia (CLTI) is maximally beneficial in patients surviving ≥ 2 years. The aim was to assess long term survival after IC and CLTI interventions. METHODS In a retrospective cohort analysis, the Vascular Quality Initiative (VQI) registry from 1 January 2010 to 31 May 2021 was queried for peripheral vascular intervention (PVI), infra-inguinal bypasses (IIB), and supra-inguinal bypasses (SIB) for IC and CLTI across 286 US centres. VQI linkage to Medicare insurance claims provided five year survival data. Multivariable analysis identified factors associated with five year mortality. RESULTS There were 31 457 PVIs (44.7% IC, 55.3% CLTI), 7 978 IIBs (26.9% IC, 73.1% CLTI), and 2 149 SIBs (50.1% IC, 49.9% CLTI) recorded in the VQI. Among the PVI, IIB, and SIB cohorts, average ages were 75, 73, and 72 years, respectively. Respective five year mortality after PVI for IC and CLTI was 37.2% and 71.1%; after IIB for IC and CLTI it was 37.8% and 60%; and after SIB for IC and CLTI it was 33.8% and 53.8%. On multivariable analysis, across all procedures, end stage renal disease, CLTI, congestive heart failure, anaemia, chronic obstructive pulmonary disease, and prior amputation were independently associated with increased mortality. Pre-admission home living and pre-operative aspirin use were independently associated with decreased mortality. CONCLUSION Long term survival in Medicare patients undergoing interventions in VQI centres for peripheral arterial disease is poor. Two thirds of CLTI patients and over one third of IC patients were not alive at five years. Intervening for IC in patients with high mortality risk should be avoided. For CLTI patients identified with decreased survival likelihood, intervention durability may be less important than invasiveness. Pre-operative medical optimisation should always be undertaken.
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Affiliation(s)
- Scott R Levin
- Division of Vascular and Endovascular Surgery, Boston University School of Medicine, Boston Medical Centre, Boston, MA, USA
| | - Alik Farber
- Division of Vascular and Endovascular Surgery, Boston University School of Medicine, Boston Medical Centre, Boston, MA, USA
| | - Philip P Goodney
- Section of Vascular Surgery, Dartmouth-Hitchcock Medical Centre, Lebanon, NH, USA
| | - Elizabeth G King
- Division of Vascular and Endovascular Surgery, Boston University School of Medicine, Boston Medical Centre, Boston, MA, USA
| | - Mohammad H Eslami
- Division of Vascular Surgery, University of Pittsburgh Medical Centre, Pittsburgh, PA, USA
| | - Mahmoud B Malas
- Division of Vascular and Endovascular Surgery, University of California San Diego School of Medicine, La Jolla, CA, USA
| | - Virendra I Patel
- Section of Vascular Surgery and Endovascular Interventions, NYP/Columbia University Irving Medical Centre, New York, NY, USA
| | - Sharon C Kiang
- Division of Vascular and Endovascular Surgery, Loma Linda University Medical Centre, Loma Linda, CA, USA
| | - Jeffrey J Siracuse
- Division of Vascular and Endovascular Surgery, Boston University School of Medicine, Boston Medical Centre, Boston, MA, USA.
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Asaadi S, Martins KN, Lee MM, Pantoja JL. Artificial intelligence for the vascular surgeon. Semin Vasc Surg 2023; 36:394-400. [PMID: 37863611 DOI: 10.1053/j.semvascsurg.2023.05.001] [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: 03/10/2023] [Revised: 04/22/2023] [Accepted: 05/24/2023] [Indexed: 10/22/2023]
Abstract
In recent years, artificial intelligence (AI) has permeated different aspects of vascular surgery to solve challenges in clinical practice. Although AI in vascular surgery is still in its early stages, there have been promising developments in its applications to vascular diagnosis, risk stratification, and outcome prediction. By establishing a baseline knowledge of AI, vascular surgeons are better equipped to use and interpret the data from these types of projects. This review aims to provide an overview of the fundamentals of AI and highlight its role in helping vascular surgeons overcome the challenges of clinical practice. In addition, we discuss the limitations of AI and how they affect AI applications.
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Affiliation(s)
- Sina Asaadi
- Veterans Administration Loma Linda Healthcare System, 11201 Benton Street, Mail Code 112, Loma Linda, CA 92357
| | | | - Mary M Lee
- Veterans Administration Loma Linda Healthcare System, 11201 Benton Street, Mail Code 112, Loma Linda, CA 92357
| | - Joe Luis Pantoja
- Veterans Administration Loma Linda Healthcare System, 11201 Benton Street, Mail Code 112, Loma Linda, CA 92357.
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Abstract
Background: Guidelines recommend comprehensive lifestyle change in patients with peripheral arterial disease (PAD) to prevent cardiovascular events and death. When compared with other populations, patients with PAD are less likely to receive best medical therapies (BMT). The aim of this pilot study was to integrate all aspects of BMT in an intervention program and to determine the feasibility of such an approach by highlighting strengths and obstacles of a multi-aspect intervention. Patients and methods: Patients consecutively hospitalized due to symptomatic PAD between 01 December 2021 and 28 February 2022 were included and followed for ten weeks. We randomized into a lifestyle intervention (education on BMT, a list of regional contact data for supervised exercise, weekly counselling by phone for ten times) vs. standard of care (one contact to talk about BMT). Vascular Quality of Life Questionnaire - 6 (VascuQoL-6) was used to collect patient reported outcomes. Results: Of 50 eligible patients 40 agreed to participate (32.5% female, 72.5 years in mean). During follow-up nine patients dropped out (4 in intervention group vs. 5). As for risk factor modification one patient was able to reach a normal weight body-mass-index (BMI) and nine reduced weight. Two patients stopped smoking, three reduced their consumption. The reported adherence to medication was a hundred percent. No patient attended supervised exercise therapy but eight trained at a home-based setting according to guidelines. The mean score of VascuQoL-6 at follow-up was higher in the intervention group compared to the control group (17.4 vs. 13.8 points) at last contact with both groups increasing from baseline. Conclusions: This pilot study followed 40 patients for up to 10 weeks after inpatient treatment while we randomized a multi-aspect lifestyle intervention versus standard of care. Thereby, the current study illustrated the numerous obstacles and provided pragmatic solutions for the planning of studies on BMT in this target population.
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Affiliation(s)
- Yvonne Rosenberg
- Research Group GermanVasc, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Christian-Alexander Behrendt
- Research Group GermanVasc, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
- Department of Vascular and Endovascular Surgery, Asklepios Clinic Wandsbek, Hamburg, Germany
- Brandenburg Medical School Theodor Fontane, Neuruppin, Germany
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21
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Lareyre F, Behrendt CA, Pradier C, Settembre N, Chaudhuri A, Fabre R, Raffort J, Bailly L. Nationwide Study in France To Predict One Year Major Bleeding and Validate the OAC3-PAD Score in Patients Undergoing Revascularisation for Lower Extremity Arterial Disease. Eur J Vasc Endovasc Surg 2023; 66:213-219. [PMID: 37121388 DOI: 10.1016/j.ejvs.2023.04.026] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 03/31/2023] [Accepted: 04/24/2023] [Indexed: 05/02/2023]
Abstract
OBJECTIVE Antithrombotic strategies are currently recommended for the treatment of lower extremity artery disease (LEAD) but specific scores to assess the risk of bleeding in these patients are scarce. To fill the gap, the OAC3-PAD bleeding score was recently developed and validated in German cohorts. The aim of this study was to determine whether this score performs appropriately in another real world nationwide cohort. METHODS This 10 year retrospective, multicentre study based on French national electronic health data included patients who underwent revascularisation for LEAD between January 2013 and June 2022. The OAC3-PAD score was calculated and from this, the population was classified into four groups: low, low to moderate, moderate to high and high risk. A binary logistic regression model was applied, with major bleeding occurring at one year (defined using the International Classification of Diseases ICD-10) as the dependent variable. The performance of the OAC3-PAD bleeding score was investigated using a receiver operating characteristic curve. RESULTS Among 161 205 patients hospitalised for LEAD treatment in French institutions, the one year incidence of major bleeding was 13 672 patients (8.5%). The distribution of the population according to the OAC3-PAD bleeding score was: 88 835 patients (55.1%), 34 369 (21.3%), 27 914 (17.3%), and 10 087 (6.3%) in the low, low to moderate, moderate to high, and high risk groups, respectively; with an incidence of one year major bleeding of 5.0%, 9.8%, 13.2%, and 21.3%. The OAC3-PAD model achieved an AUC of 0.650 to predict one year major bleeding following LEAD repair (95% CI 0.645 - 0.655), with a sensitivity of 0.67 and a specificity of 0.57. CONCLUSION This nationwide analysis confirmed the accuracy of the OAC3-PAD model to predict one year major bleeding and served as external validation. Although further studies are required, it adds evidence and perspectives to further generalise its use to guide the management of patients with LEAD.
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Affiliation(s)
- Fabien Lareyre
- Department of Vascular Surgery, Hospital of Antibes Juan-les-Pins, France; Université Côte d'Azur, Inserm U1065, C3M, Nice, France.
| | - Christian-Alexander Behrendt
- Brandenburg Medical School Theodor-Fontane, Neuruppin, Germany; Asklepios Medical School Hamburg, Asklepios Clinic Wandsbek, Department of Vascular and Endovascular Surgery, Hamburg, Germany
| | - Christian Pradier
- Public Health Department, University Hospital of Nice, Université Côte d'Azur, Nice, France; Clinical Research Unit of the Côte d'Azur (UR2CA), Université Côte d'Azur, Nice, France
| | - Nicla Settembre
- Department of Vascular Surgery, University Hospital of Nancy, Université de Lorraine, Nancy, France
| | - Arindam Chaudhuri
- Bedfordshire - Milton Keynes Vascular Centre, Bedfordshire Hospitals NHS Foundation Trust, Bedford, UK
| | - Roxane Fabre
- Public Health Department, University Hospital of Nice, Université Côte d'Azur, Nice, France; Fédération Hospitalo-Universitaire INOVPAIN, University Hospital of Nice, Université Côte d'Azur, Nice, France
| | - Juliette Raffort
- Université Côte d'Azur, Inserm U1065, C3M, Nice, France; 3IA Institute, Université Côte d'Azur, France; Department of clinical Biochemistry, University Hospital of Nice, France
| | - Laurent Bailly
- Public Health Department, University Hospital of Nice, Université Côte d'Azur, Nice, France; Clinical Research Unit of the Côte d'Azur (UR2CA), Université Côte d'Azur, Nice, France
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22
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Li Y, Rother U, Rosenberg Y, Hinterseher I, Uhl C, Mylonas S, Grambow E, Gombert A, Busch A, Bresler A, Öz T, Görtz H, Pfister K, Dovzhanskiy D, Trenner M, Behrendt CA. A prospective survey study on the education and awareness about walking exercise amongst inpatients with symptomatic peripheral arterial disease in Germany. VASA 2023; 52:218-223. [PMID: 36734257 DOI: 10.1024/0301-1526/a001057] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Background: To determine the adherence to supervised exercise training and underlying reasons for non-adherence amongst patients with inpatient treatment of symptomatic lower extremity peripheral arterial disease (PAD). Patients and methods: This was a prospective questionnaire-based survey study of all consecutively treated inpatients with treatment for either intermittent claudication or chronic limb-threatening ischaemia (CLTI) surveyed at sixteen participating centres in Germany. Results: A total of 235 patients (median age 70 years) were included, thereof 29.4% females and 34.6% with CLTI. The median time from first PAD diagnosis was 4 years (IQR: 1-8). Only 11.4% have previously participated in any walking exercise programme before the index treatment, thereby 10.0% in the IC subgroup and 12.0% with CLTI. Amongst all patients, 35.6% responded they were appropriately informed about the necessity and benefits of walking exercise programmes by their hospital physicians (25.8% by general practitioners), and 65.3% agreed that adherence to supervised exercise may improve their pain-free walking distance. A total of 24.5% responded they had access to necessary information concerning local walking exercise programmes. Amongst 127 free text comments on the reasons for non-adherence to supervised exercise training, 64% of the comments contained lack of information or consent on such measures. Conclusions: Less than 12% of the patients enrolled in the current study have ever participated in a walking exercise programme during their life course. Although all practice guidelines contain corresponding class I recommendations, especially for patients suffering from IC, most patients responded that they were not appropriately informed about the necessity of exercise training along with the fact that 65% agreed that exercise may increase the pain-free walking distance. Taken all together, these results emphasise that we miss an important opportunity in the patient-physician communication. Efforts should be made to improve acceptance and application of structured walking-exercise for patients with PAD.
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Affiliation(s)
- Yi Li
- University Medical Center Erlangen, Germany
- German Institute for Vascular Research, Berlin, Germany
| | - Ulrich Rother
- University Medical Center Erlangen, Germany
- German Institute for Vascular Research, Berlin, Germany
| | - Yvonne Rosenberg
- German Institute for Vascular Research, Berlin, Germany
- Department of Vascular and Endovascular Surgery, Asklepios Clinic Wandsbek, Asklepios Medical School, Hamburg, Germany
| | - Irene Hinterseher
- Berlin Institute of Health, Vascular Surgery Clinic, Charité-Universitätsmedizin Berlin, Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany
- Brandenburg Medical School Theodor Fontane, Neuruppin, Germany
| | - Christian Uhl
- German Institute for Vascular Research, Berlin, Germany
- Department of Vascular and Endovascular Surgery, University Hospital Heidelberg, Germany
| | - Spyridon Mylonas
- Department of Vascular and Endovascular Surgery, Medical Faculty, University of Cologne, Germany
| | - Eberhard Grambow
- Department of General, Visceral, Thoracic, Vascular and Transplantation Surgery, Rostock University Medical Center, Germany
| | - Alexander Gombert
- European Vascular Center Aachen Maastricht, Department of Vascular Surgery University Hospital RWTH Aachen, Germany
| | - Albert Busch
- Division of Vascular and Endovascular Surgery Department for Visceral-, Thoracic and Vascular Surgery Medical Faculty Carl Gustav Carus and University Hospital Carl Gustav Carus Dresden, Technische Universität Dresden, Germany
| | - Ayko Bresler
- Department of Vascular and Endovascular Surgery, Goethe University Hospital Frankfurt/Main, Germany
| | - Tugce Öz
- Department of Vascular Surgery, Ludwig Maximilians University Hospital, Munich, Germany
| | - Hartmut Görtz
- German Institute for Vascular Research, Berlin, Germany
- Department of Vascular and Endovascular Surgery, Bonifatiushospital Lingen, Germany
| | - Karin Pfister
- Department of Vascular Surgery, University Hospital Regensburg, Germany
| | - Dmitriy Dovzhanskiy
- German Institute for Vascular Research, Berlin, Germany
- Department of Vascular and Endovascular Surgery, University Hospital Heidelberg, Germany
- Department of Vascular and Endovascular Surgery, Clinic Bergstrasse of University Hospital Heidelberg, Heppenheim, Germany
| | - Matthias Trenner
- Department of Vascular Medicine, St. Josefs Hospital, Wiesbaden, Germany
| | - Christian-Alexander Behrendt
- German Institute for Vascular Research, Berlin, Germany
- Department of Vascular and Endovascular Surgery, Asklepios Clinic Wandsbek, Asklepios Medical School, Hamburg, Germany
- Brandenburg Medical School Theodor Fontane, Neuruppin, Germany
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23
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Twine CP, Kakkos SK, Aboyans V, Baumgartner I, Behrendt CA, Bellmunt-Montoya S, Jilma B, Nordanstig J, Saratzis A, Reekers JA, Zlatanovic P, Antoniou GA, de Borst GJ, Bastos Gonçalves F, Chakfé N, Coscas R, Dias NV, Hinchliffe RJ, Kolh P, Lindholt JS, Mees BME, Resch TA, Trimarchi S, Tulamo R, Vermassen FEG, Wanhainen A, Koncar I, Fitridge R, Matsagkas M, Valgimigli M. Editor's Choice - European Society for Vascular Surgery (ESVS) 2023 Clinical Practice Guidelines on Antithrombotic Therapy for Vascular Diseases. Eur J Vasc Endovasc Surg 2023; 65:627-689. [PMID: 37019274 DOI: 10.1016/j.ejvs.2023.03.042] [Citation(s) in RCA: 88] [Impact Index Per Article: 44.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 03/03/2023] [Indexed: 04/05/2023]
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Liu Y, Xue J, Jiang J. Application of machine learning algorithms in electronic medical records to predict amputation-free survival after first revascularization in patients with peripheral artery disease. Int J Cardiol 2023:S0167-5273(23)00594-6. [PMID: 37119943 DOI: 10.1016/j.ijcard.2023.04.040] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 04/07/2023] [Accepted: 04/23/2023] [Indexed: 05/01/2023]
Abstract
BACKGROUND This study aimed to apply eight machine learning algorithms to develop the optimal model to predict amputation-free survival (AFS) after first revascularization in patients with peripheral artery disease (PAD). METHODS Among 2130 patients from 2011 to 2020, 1260 patients who underwent revascularization were randomly assigned to training set and validation set in an 8:2 ratio. 67 clinical parameters were analyzed by lasso regression analysis. Logistic regression, gradient boosting machine, random forest, decision tree, eXtreme gradient boosting, neural network, Cox regression, and random survival forest (RSF) were applied to develop prediction models. The optimal model was compared with GermanVasc score in testing set comprising patients from 2010. RESULTS The postoperative 1/3/5-year AFS were 90%, 79.4%, and 74.1%. Age (HR:1.035, 95%CI: 1.015-1.056), atrial fibrillation (HR:2.257, 95%CI: 1.193-4.271), cardiac ejection fraction (HR:0.064, 95%CI: 0.009-0.413), Rutherford grade ≥ 5 (HR:1.899, 95%CI: 1.296-2.782), creatinine (HR:1.03, 95%CI: 1.02-1.04), surgery duration (HR:1.03, 95%CI: 1.01-1.05), and fibrinogen (HR:1.292, 95%CI: 1.098-1.521) were independent risk factors. The optimal model was developed by RSF algorithm, with 1/3/5-year AUCs in training set of 0.866 (95% CI:0.819-0.912), 0.854 (95% CI:0.811-0.896), 0.844 (95% CI:0.793-0.894), in validation set of 0.741 (95% CI:0.580-0.902), 0.768 (95% CI:0.654-0.882), 0.836 (95% CI:0.719-0.953), and in testing set of 0.821 (95%CI: 0.711-0.931), 0.802 (95%CI: 0.684-0.919), 0.798 (95%CI: 0.657-0.939). The c-index of the model outperformed GermanVasc Score (0.788 vs 0.730). A dynamic nomogram was published on shinyapp (https://wyy2023.shinyapps.io/amputation/). CONCLUSION The optimal prediction model for AFS after first revascularization in patients with PAD was developed by RSF algorithm, which exhibited outstanding prediction performance.
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Affiliation(s)
- Yang Liu
- Department of General surgery, Vascular Surgery, Qilu Hospital of Shandong University, No.107, Road Wen Hua Xi, Jinan, Shandong, China
| | - Junshuai Xue
- Department of General surgery, Qilu Hospital of Shandong University, No.107, Road Wen Hua Xi, Jinan, Shandong, China
| | - Jianjun Jiang
- Department of General surgery, Vascular Surgery, Qilu Hospital of Shandong University, No.107, Road Wen Hua Xi, Jinan, Shandong, China.
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Roedl K, Daniels R, Theile P, Kluge S, Müller J, Behrendt CA. The Independent Impact of Peripheral Arterial Disease on Mortality in Nonagenarians and Centenarians Who Were Treated in an Intensive Care Unit: A Consecutive Cohort of 1 108 Patients. Eur J Vasc Endovasc Surg 2023; 65:582-589. [PMID: 36682405 DOI: 10.1016/j.ejvs.2023.01.026] [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: 07/01/2022] [Revised: 11/18/2022] [Accepted: 01/13/2023] [Indexed: 01/21/2023]
Abstract
OBJECTIVE To investigate the clinical characteristics, risk factors, and outcomes of inpatients with peripheral arterial disease (PAD) including lower extremity PAD, abdominal aortic aneurysm (AAA), and carotid artery disease in a large cohort of critically ill patients aged ≥ 90 years. METHODS A retrospective analysis was conducted of all adult patients aged ≥ 90 years consecutively admitted to the intensive care unit at a tertiary care centre in Hamburg, Germany, between 1 January 2008 and 30 April 2019. Multivariable regression and Kaplan-Meier methods were used to determine the independent impact of PAD on short and long term mortality endpoints. The analyses were adjusted for confounding by several sociodemographic and clinical parameters including Charlson Comorbidity Index (CCI) and established clinical risk scores. RESULTS A total of 1 108 eligible patients were identified (92.3 years, 33% men). Of these, 24% had PAD (9% lower extremity PAD, 2% AAA, 15% coronary artery disease) and 76% did not have any history of PAD and were used as a comparison group. When compared with the comparison group, patients with PAD had a higher CCI (2 vs. 1, p < .001), more often had chronic kidney disease (28% vs. 21%, p = .019), and renal replacement therapy (5% vs. 2%, p = .016). Furthermore, they needed vasopressors (48% vs. 40%, p = .027) and parenteral nutrition (10% vs. 6%, p = .041) more often. After adjusting for confounding, PAD was independently associated with increased in hospital (hazard ratio [HR] 1.97, 95% confidence interval [CI] 1.39 - 2.81, p < .001) and long term mortality rates (HR 1.32, 95% CI 1.05 - 1.66, p = .019). CONCLUSION One of four critically ill nonagenarians and centenarians in an ICU in Germany had PAD. PAD was associated with both higher short and long term mortality rates while its impact outweighed higher age. Future studies should address this increasingly important population beyond 89 years of age.
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Affiliation(s)
- Kevin Roedl
- Department of Intensive Care Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Rikus Daniels
- Department of Intensive Care Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Pauline Theile
- Department of Intensive Care Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Stefan Kluge
- Department of Intensive Care Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Jakob Müller
- Department of Intensive Care Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany; Department of Anaesthesiology, Tabea Hospital, Hamburg, Germany
| | - Christian-Alexander Behrendt
- Department of Vascular Medicine, University Heart and Vascular Centre UKE Hamburg, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany.
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Behrendt CA, Larena-Avellaneda A, Gombert A, Rother U. Evidenzbasierte antithrombotische Therapie der peripheren arteriellen Verschlusskrankheit (PAVK). GEFÄSSCHIRURGIE 2023. [DOI: 10.1007/s00772-023-00992-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/29/2023]
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Balasundaram N, Thaghalli Sunil Kumar V, Kanake S, Chandra I, Hamai C, Vogel TR. Performance of the Emergency Surgery Score (ESS) for nonelective infrainguinal open revascularization procedures (NEIOR). Surgery 2023; 173:830-836. [PMID: 36333249 DOI: 10.1016/j.surg.2022.07.038] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 06/29/2022] [Accepted: 07/30/2022] [Indexed: 11/12/2022]
Abstract
BACKGROUND The Emergency Surgery Score has been previously validated as a reliable; tool to predict postoperative outcomes in emergency general surgery. The purpose of this study was to assess the performance of the Emergency Surgery Score for infrainguinal open revascularization procedures in the nonelective setting. METHODS The American College of Surgeons' National Surgical Quality Improvement Program database was retrospectively analyzed for patients undergoing infrainguinal open revascularization procedures in the nonelective setting between 2015 and 2019. The performance of the Emergency Surgery Score in predicting mortality in each procedure was assessed using receiver operating characteristic analyses. RESULTS A total of 5,027 patients underwent infrainguinal open revascularization procedures in the nonelective setting with median age 68 (±11.66 standard deviation), with 1,666 females (33.1%). The 30-day mortality rate was 2.7%. The Emergency Surgery Score correlated with 30-day mortality (area under the curve was 0.738). The Emergency Surgery Score also predicted risk of death/discharge to hospice (area under the curve 0.756), discharge to rehab (area under the curve 0.643), renal failure (area under the curve 0.741), postintervention ventilation requirement (0.684), stroke (0.717), cardiopulmonary arrest (0.657), and septic shock (0.697). A cumulative frequency table of mortality with Emergency Surgery Score was used to partition patients into quartiles of Emergency Surgery Score ≤5, Emergency Surgery Score of 6, Emergency Surgery Score of 7 or 8, and Emergency Surgery Score ≥9. A Cochran-Armitage test showed linear trend toward increased 30-day mortality among the quartiles with increasing Emergency Surgery Score (P < .001), with quartile 4 (Emergency Surgery Score ≥10) having 13 times odds of increased 30-day mortality compared to reference quartile 1 (Emergency Surgery Score ≤4). CONCLUSION Emergency Surgery Score performance accurately predicts mortality for infrainguinal open revascularization procedures in the nonelective setting procedures. It may be useful for preoperative risk stratification and for national benchmarking after nonelective open lower extremity procedures.
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Affiliation(s)
| | | | - Shubham Kanake
- Division of Vascular Surgery, University of Missouri, Columbia, MO
| | - Isaiah Chandra
- Division of Vascular Surgery, University of Missouri, Columbia, MO
| | - Callie Hamai
- Division of Vascular Surgery, University of Missouri, Columbia, MO
| | - Todd R Vogel
- Division of Vascular Surgery, University of Missouri, Columbia, MO
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Lareyre F, Behrendt CA, Chaudhuri A, Lee R, Carrier M, Adam C, Lê CD, Raffort J. Applications of artificial intelligence for patients with peripheral artery disease. J Vasc Surg 2023; 77:650-658.e1. [PMID: 35921995 DOI: 10.1016/j.jvs.2022.07.160] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 05/06/2022] [Accepted: 07/19/2022] [Indexed: 01/25/2023]
Abstract
OBJECTIVE Applications of artificial intelligence (AI) have been reported in several cardiovascular diseases but its interest in patients with peripheral artery disease (PAD) has been so far less reported. The aim of this review was to summarize current knowledge on applications of AI in patients with PAD, to discuss current limits, and highlight perspectives in the field. METHODS We performed a narrative review based on studies reporting applications of AI in patients with PAD. The MEDLINE database was independently searched by two authors using a combination of keywords to identify studies published between January 1995 and December 2021. Three main fields of AI were investigated including natural language processing (NLP), computer vision and machine learning (ML). RESULTS NLP and ML brought new tools to improve the screening, the diagnosis and classification of the severity of PAD. ML was also used to develop predictive models to better assess the prognosis of patients and develop real-time prediction models to support clinical decision-making. Studies related to computer vision mainly aimed at creating automatic detection and characterization of arterial lesions based on Doppler ultrasound examination or computed tomography angiography. Such tools could help to improve screening programs, enhance diagnosis, facilitate presurgical planning, and improve clinical workflow. CONCLUSIONS AI offers various applications to support and likely improve the management of patients with PAD. Further research efforts are needed to validate such applications and investigate their accuracy and safety in large multinational cohorts before their implementation in daily clinical practice.
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Affiliation(s)
- Fabien Lareyre
- Department of Vascular Surgery, Hospital of Antibes Juan-les-Pins, Antibes, France; Université Côte d'Azur, INSERM U1065, C3M, Nice, France.
| | - Christian-Alexander Behrendt
- Research Group GermanVasc, Department of Vascular Medicine, University Heart and Vascular Centre UKE Hamburg, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Arindam Chaudhuri
- Bedfordshire-Milton Keynes Vascular Centre, Bedfordshire Hospitals NHS Foundation Trust, Bedford, UK
| | - Regent Lee
- Nuffield Department of Surgical Sciences, University of Oxford, John Radcliffe Hospital, Oxford, UK
| | - Marion Carrier
- Laboratory of Applied Mathematics and Computer Science (MICS), CentraleSupélec, Université Paris-Saclay, Paris, France
| | - Cédric Adam
- Laboratory of Applied Mathematics and Computer Science (MICS), CentraleSupélec, Université Paris-Saclay, Paris, France
| | - Cong Duy Lê
- Department of Vascular Surgery, Hospital of Antibes Juan-les-Pins, Antibes, France; Université Côte d'Azur, INSERM U1065, C3M, Nice, France
| | - Juliette Raffort
- Université Côte d'Azur, INSERM U1065, C3M, Nice, France; Clinical Chemistry Laboratory, University Hospital of Nice, Nice, France; AI Institute 3IA Côte d'Azur, Université Côte d'Azur, Côte d'Azur, France
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Birmpili P, Atkins E, Li Q, Johal AS, Waton S, Williams R, Pherwani AD, Cromwell DA. Evaluation of the ICD-10 system in coding revascularisation procedures in patients with peripheral arterial disease in England: A retrospective cohort study using national administrative and clinical databases. EClinicalMedicine 2023; 55:101738. [PMID: 36386037 PMCID: PMC9661515 DOI: 10.1016/j.eclinm.2022.101738] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 10/20/2022] [Accepted: 10/21/2022] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Many studies evaluating care in hospitals in England use the Hospital Episode Statistics (HES) administrative database. The aim of this study was to explore whether the International Classification of Diseases 10th Revision (ICD-10) system used by HES supported the evaluation of care received by patients with peripheral arterial disease (PAD) who had revascularisation. METHODS This retrospective cohort study used records on patients who had revascularisation for PAD between 1st January 2017 and 31st December 2019 in England, collected prospectively in the National Vascular Registry (NVR) and linked to HES. Patients were excluded if their NVR record did not have a match in HES, due to lack of consent or different admission and procedure dates. Agreement between different presentations of PAD recorded in the NVR and the ICD-10 diagnostic codes recorded in HES was evaluated using the unweighted Kappa statistic and sensitivity and specificity. Agreement between the NVR and HES was also assessed for gender, age, comorbidities, mode of admission, and procedure type and side. FINDINGS In total, 20,603 patients who had 24,621 admissions were included in the study. Agreement between NVR and HES on patient gender (Kappa = 0.98), age (Kappa = 0.98), mode of admission (Kappa = 0.80), and procedure type and side (Kappa = 0.92 and 0.87, respectively) was excellent. When all diagnostic fields in HES were explored, substantial agreement was observed for chronic ischaemia with tissue loss (Kappa = 0.63), but it was lower for chronic ischaemia without tissue loss (Kappa = 0.32) and acute limb ischaemia (Kappa = 0.15). Agreement on comorbidities was mixed; excellent for diabetes (Kappa = 0.82), moderate for chronic lung disease (Kappa = 0.56), chronic kidney disease (Kappa = 0.56), and ischaemic heart disease (Kappa = 0.45) and fair for chronic heart failure (Kappa = 0.35). INTERPRETATION The diagnostic ICD-10 codes currently used in HES cannot accurately differentiate between stages of PAD. Therefore, studies using HES to examine patterns of care and outcomes for patients with PAD are likely to suffer from misclassification bias. Adopting an extended ICD-10 system or the ICD-11 version released to the World Health Organisation member states in 2022, may overcome this problem. FUNDING Healthcare Quality Improvement Partnership (HQIP).
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Affiliation(s)
- Panagiota Birmpili
- Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK
- Hull York Medical School, Hull, UK
- Corresponding author. Clinical Effectiveness Unit, The Royal College of Surgeons of England, Holborn, London, WC2A 3PE, UK.
| | - Eleanor Atkins
- Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK
- Hull York Medical School, Hull, UK
| | - Qiuju Li
- Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK
- Department of Health Services Research and Policy, London School of Hygiene and Tropical Medicine, London, UK
| | - Amundeep S. Johal
- Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK
| | - Sam Waton
- Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK
| | - Robin Williams
- Department of Interventional Radiology, Freeman Hospital, Newcastle upon Tyne, UK
| | - Arun D. Pherwani
- Staffordshire & South Cheshire Vascular Network, Royal Stoke University Hospital, Stoke-on-Trent, UK
| | - David A. Cromwell
- Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK
- Department of Health Services Research and Policy, London School of Hygiene and Tropical Medicine, London, UK
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Behrendt CA, Uhl C, Görtz H, Marchiori E, Dovhanskiy D, Stavroulakis K, Rümenapf G, Classen S, Neufang A, Larena-Avellaneda A, Rother U. Die Wahrnehmung der peripheren arteriellen Verschlusskrankheit (PAVK) als Volkskrankheit: Behandeln wir nur die Spitze eines riesigen Problems? GEFÄSSCHIRURGIE 2022. [DOI: 10.1007/s00772-022-00956-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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31
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Kalyanasundaram A, Choy M, Kotta A, Zielinski LP, Coughlin PA. Frailty predicts poor longer-term outcomes in patients following lower limb open surgical revascularization. THE JOURNAL OF CARDIOVASCULAR SURGERY 2022; 63:716-723. [PMID: 36168946 DOI: 10.23736/s0021-9509.22.11895-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
BACKGROUND Frailty in vascular surgery patients is increasingly recognized as a marker of poor outcome. This provides particular challenges for patients with lower limb peripheral arterial disease who require surgical revascularization. This study aimed to assess the impact of frailty on short- and long-term outcome in this specific patient group using a specialty specific frailty score. METHODS Patients undergoing open surgical revascularization for chronic limb ischemia (January 2015-December 2016) were assessed. Demographics, mode of admission, diagnosis, and site of surgery were recorded alongside a variety of frailty-specific characteristics. We calculated the previously validated Addenbrookes Vascular Frailty Score (AVFS) and Long AVFS (LAVFS). Primary outcome was 3-year mortality. RESULTS Two hundred and sixty-one patients (75% men, median age 69 years) were studied. The median length of stay was 6 days with a 3-year mortality of 23%. The predictive power of vascular frailty scores showed that for 3-year mortality, area under the receiver operator curve values (AUROC) were specific for both the AVFS score (AUROC: 0.724, 95% CI: 0.654-0.794) and LAVFS Score (AUROC: 0.741, 95%CI: 0.670-0.813). Furthermore, the cumulative AVFS and LAVFS scores both predicted mortality over the follow-up period (P=0.0001) with increased mortality among patients with higher scores. CONCLUSIONS Incremental worsening of frailty, determined using a specialty specific frailty score, predicts mortality risk in patients undergoing lower limb surgical revascularization.
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Affiliation(s)
| | - Matthew Choy
- Cambridge Vascular Unit, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Alekhya Kotta
- Cambridge Vascular Unit, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Lukasz P Zielinski
- Cambridge Vascular Unit, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Patrick A Coughlin
- Cambridge Vascular Unit, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK -
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Antithrombotic Treatment Patterns of Patients with Symptomatic Peripheral Arterial Occlusive Disease in Germany: Evidence from Health Insurance Claims Data. J Clin Med 2022; 11:jcm11185455. [PMID: 36143102 PMCID: PMC9501602 DOI: 10.3390/jcm11185455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 09/12/2022] [Accepted: 09/14/2022] [Indexed: 11/30/2022] Open
Abstract
Objectives: Patients with peripheral arterial occlusive disease (PAOD) are at risk of worsening limb symptoms, major adverse cardiovascular events and exhibit an impaired life expectancy. There is a lack of evidence on the extent of pharmacological secondary prevention in PAOD patients. This study assesses treatment patterns of antithrombotic agents in symptomatic PAOD patients. Methods: This is a retrospective cohort study using data from the second largest insurance fund in Germany, BARMER. We included symptomatic PAOD patients undergoing in-hospital treatment with an index admission between 1 January 2010 and 31 December 2017. Outcomes were proportions of single antiplatelets (SAPT), dual antiplatelets (DAPT), vitamin-K antagonists (VKA), or direct oral anticoagulants (DOAC) in the 12 months prior and 6 months after the index hospitalization. Non-parametric cumulative incidence for competing risks was estimated to account for censoring and death after discharge from hospital stay. Patient flows were visualised by alluvial diagrams. All analyses were stratified by intermittent claudication (IC) and chronic limb-threatening ischaemia (CLTI). The protocol was registered to ClinicalTrials.gov (NCT03909022). Results: A total of 80,426 unique patient encounters were identified. Mean age was 72.7 (46.3% female). Amongst all patients, 25.6% were on SAPT, 4.1% on DAPT, 9.1% on VKA, 3.9% on DOAC, 3.9% on both antiplatelets and oral anticoagulation, and 53.3% without any antithrombotic therapy during the 12 months before index stay. The estimated cumulative incidence was 37.9% SAPT, 14.8% DAPT, 7.5% VKA, 4.3% DOAC, 7.4% both, and 28.1% without any antithrombotic therapy during the 6 months after index stay. The considerable increases in antiplatelet therapy were mainly driven by the group of patients without antithrombotics before index stay. As compared with IC, patients who suffered from CLTI received less often antiplatelets but more often anticoagulants both before and after index stay. Conclusions: Utilisation rates of antithrombotic therapy increased considerably after in-hospital treatment for PAOD. Yet, remarkably high rates of symptomatic patients without any blood-thinning therapy constitute a major concern with respect to adequate secondary prevention of PAOD patients.
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Kotov A, Blasche DA, Peters F, Pospiech P, Rother U, Stavroulakis K, Remig J, Schmidt-Lauber C, Zeller T, Görtz H, Teßarek J, Behrendt CA. The Impact of Chronic Kidney Disease on Mid-Term Outcomes after Revascularisation of Peripheral Arterial Occlusive Disease: Results from a Prospective Cohort Study. J Clin Med 2022; 11:4750. [PMID: 36012989 PMCID: PMC9409847 DOI: 10.3390/jcm11164750] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 08/09/2022] [Accepted: 08/12/2022] [Indexed: 11/16/2022] Open
Abstract
OBJECTIVE The current study aimed to determine the relationship between chronic kidney disease (CKD) and major 12-month outcomes for patients with in-hospital treatment for symptomatic peripheral arterial occlusive disease (PAOD). METHODS An analysis of the prospective longitudinal multicentric cohort study with 12-month follow-up was conducted including patients who underwent endovascular or open surgery for symptomatic PAOD at 35 German vascular centres (initial study protocol: NCT03098290). Severity of CKD was grouped into four stages combining information about the estimated glomerular filtration rate (eGFR) at baseline and dialysis dependency. Outcomes included overall mortality as well as the two composite endpoints of amputation or death, and of major cardiovascular events (MACE). 12-month incidences and adjusted hazard ratios were estimated using the Kaplan-Meier function and Cox proportional hazard models. RESULTS A total of 4354 patients (32% female, 69 years mean age, 68% intermittent claudication, 69% percutaneous endovascular revascularisation) were included and followed for 244 days in median. Thereof, 22% had any CKD and 5% had end stage kidney disease (ESKD) at baseline. The 12-month overall mortality rate was 3.6% (95% CI 2.3-4.9) with 96 events in the entire cohort: 147 were amputated or died (5.3%, 95% CI 5.2-5.3), and 277 had a MACE (9.5%, 95% CI 9.4-9.5). When compared with patients without kidney disease, ESKD was significantly associated with overall mortality (HR 1.9; 95% CI 1.1-3.5), amputation or death (HR 2.4; 95% CI 1.4-4.1), and MACE (HR 2.0; 95% CI 1.3-3.2). CONCLUSIONS In the current study on mid-term outcomes after invasive revascularisation for symptomatic PAOD, one out of five patients suffered from any CKD while those few with ESKD had twice the odds of death, of amputation or death, and of major adverse cardiovascular events after twelve months. These results emphasise that concomitant CKD and its impact on outcomes should be considered by severity while mild and moderate grades should not lead to ineffectual treatment strategies.
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Affiliation(s)
- Artur Kotov
- Research Group GermanVasc, University Medical Centre Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Deven A. Blasche
- Research Group GermanVasc, University Medical Centre Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Frederik Peters
- Research Group GermanVasc, University Medical Centre Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Philip Pospiech
- Research Group GermanVasc, University Medical Centre Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Ulrich Rother
- Department of Vascular Surgery, University Medical Centre Erlangen, 91054 Erlangen, Germany
- Commission on Peripheral Artery Disease and Diabetic Foot Syndrome, German Society for Vascular Surgery and Vascular Medicine, 10115 Berlin, Germany
| | - Konstantinos Stavroulakis
- Commission on Peripheral Artery Disease and Diabetic Foot Syndrome, German Society for Vascular Surgery and Vascular Medicine, 10115 Berlin, Germany
- Department of Vascular Surgery, Ludwig Maximilians University Hospital, 80539 Munich, Germany
| | - Jürgen Remig
- Bonn Community Hospital, Haus St. Petrus, 53113 Bonn, Germany
| | - Christian Schmidt-Lauber
- III. Department of Medicine, University Medical Centre Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Thomas Zeller
- Clinic for Cardiology and Angiology II, University Heart Center Freiburg-Bad Krozingen, 79189 Bad Krozingen, Germany
| | - Hartmut Görtz
- Commission on Peripheral Artery Disease and Diabetic Foot Syndrome, German Society for Vascular Surgery and Vascular Medicine, 10115 Berlin, Germany
- St. Boniface Hospital Lingen, 49808 Lingen, Germany
| | - Jörg Teßarek
- St. Boniface Hospital Lingen, 49808 Lingen, Germany
| | - Christian-Alexander Behrendt
- Research Group GermanVasc, University Medical Centre Hamburg-Eppendorf, 20246 Hamburg, Germany
- Commission on Peripheral Artery Disease and Diabetic Foot Syndrome, German Society for Vascular Surgery and Vascular Medicine, 10115 Berlin, Germany
- Brandenburg Medical School Theodor Fontane, 16816 Neuruppin, Germany
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External validation of the OAC3-PAD risk score to predict major bleeding events using the prospective GermanVasc cohort study. Eur J Vasc Endovasc Surg 2022; 64:429-430. [PMID: 35952908 DOI: 10.1016/j.ejvs.2022.07.055] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 06/20/2022] [Accepted: 07/22/2022] [Indexed: 11/21/2022]
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Marchiori E, Rodionov RN, Peters F, Magnussen C, Nordanstig J, Gombert A, Spanos K, Jarzebska N, Behrendt CA. SGLT2 Inhibitors and Peripheral Vascular Events. Heart Fail Clin 2022; 18:609-623. [DOI: 10.1016/j.hfc.2022.03.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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Wolbert L, Kreutzburg T, Zyriax BC, Adegbola A, Westenhöfer J, Jagemann B, Alexander Neumann F, Preuß M, Debus ES, Rieß HC, Behrendt CA. A cross-sectional survey study on the nutrition patterns of patients with peripheral artery disease. VASA 2022; 51:239-246. [PMID: 35499268 DOI: 10.1024/0301-1526/a001005] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Background: Even though nutrition was demonstrated to have an impact on chronic atherosclerotic disease, there is a paucity of corresponding recommendations for patients with peripheral artery disease (PAD). A Mediterranean Diet based on daily intake of fruits and vegetables with high fibre, vegetable oil, and unsalted nuts including fish several times a week may have protective effects. This cross-sectional survey aimed to determine nutritional patterns amongst inpatients with PAD. Methods: All inpatients with symptomatic PAD who underwent revascularisation at a single centre between 1st May 2018 and 31st December 2021 were asked to fill out a questionnaire on nutritional intake. An 8-item frequency rating scale (from never to three times a day) was used for 15 food groups. For 11 of them, an adapted Mediterranean Diet score was calculated using the answers. The descriptive results were stratified by sex and disease stage (intermittent claudication vs. chronic limb-threatening ischaemia). Results: A total of 319 patients (31.7% female, 69.4 years in mean) were included. Thereof, 71.8% reported they did never receive any nutritional information considering their PAD disease. The mean adapted Mediterranean Diet score was 2.7 points (of maximum 11) with most patients not achieving the recommended servings per week for fruits (1.6%), vegetables (1.0%), and unsalted nuts (12.2%). The intake of cereals was sufficient (43.3%). When compared with men, women consumed more fruits and less meat. Conclusions: This survey demonstrated that although healthy nutrition may have a positive impact on patients with PAD, the education and adherence to a Mediterranean Diet was inappropriate. Nutritional patterns should be more focused in future PAD studies to derive specific recommendations and nutritional programmes as well as patient education in clinical practice.
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Affiliation(s)
- Lara Wolbert
- Research Group GermanVasc, Department of Vascular Medicine, University Heart and Vascular Centre UKE Hamburg, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany.,The first two authors contributed equally
| | - Thea Kreutzburg
- Research Group GermanVasc, Department of Vascular Medicine, University Heart and Vascular Centre UKE Hamburg, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany.,The first two authors contributed equally
| | - Birgit-Christiane Zyriax
- Midwifery Science - Health Care Research and Prevention, Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Abiodun Adegbola
- Research Group GermanVasc, Department of Vascular Medicine, University Heart and Vascular Centre UKE Hamburg, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Joachim Westenhöfer
- Competence Center Health, Faculty of Life Sciences, University of Applied Sciences (HAW), Hamburg, Germany
| | - Bettina Jagemann
- Midwifery Science - Health Care Research and Prevention, Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Felix Alexander Neumann
- Midwifery Science - Health Care Research and Prevention, Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Mark Preuß
- Research Group GermanVasc, Department of Vascular Medicine, University Heart and Vascular Centre UKE Hamburg, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - E Sebastian Debus
- Research Group GermanVasc, Department of Vascular Medicine, University Heart and Vascular Centre UKE Hamburg, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Henrik C Rieß
- Research Group GermanVasc, Department of Vascular Medicine, University Heart and Vascular Centre UKE Hamburg, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Christian-Alexander Behrendt
- Research Group GermanVasc, Department of Vascular Medicine, University Heart and Vascular Centre UKE Hamburg, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany.,Brandenburg Medical School Theodor Fontane, Neuruppin, Germany
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Vorhersage von schweren Blutungsereignissen bei Patienten mit peripherer arterieller Verschlusskrankheit: Der OAC3-PAD-Risikoscore. GEFÄSSCHIRURGIE 2022; 27:208-212. [PMID: 35291723 PMCID: PMC8913852 DOI: 10.1007/s00772-022-00881-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 02/09/2022] [Indexed: 11/29/2022]
Abstract
Obwohl Patient:innen mit einer peripheren arteriellen Verschlusskrankheit (PAVK) aufgrund ihres Komorbiditäts- und Risikoprofils ein insgesamt erhöhtes Blutungsrisiko aufweisen, standen bisher keine validierten Werkzeuge zur Vorhersage des Blutungsrisikos zur Verfügung. Erschwerend kommt hinzu, dass viele randomisierte und kontrollierte Studien zu antithrombotischen Therapien Patient:innen mit erhöhtem Blutungsrisiko ausgeschlossen haben. Anhand von Routinedaten der Krankenkasse wurde mittels Verfahren des maschinellen Lernens ein pragmatisches Vorhersagemodell entwickelt und intern validiert. Mit dem OAC3-PAD-Risikoscore wurden acht Variablen identifiziert, die das Risiko von schweren Blutungsereignissen innerhalb eines Jahres nach stationärer Behandlung der PAVK vorhersagen können. Dieser Risikoscore kann dabei helfen, eine patientenzentrierte Risiko-Nutzen-Abwägung durchzuführen, um das maximale Potenzial aus den verfügbaren antithrombotischen Therapiestrategien zu schöpfen.
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St. Hilaire C. Medial Arterial Calcification: A Significant and Independent Contributor of Peripheral Artery Disease. Arterioscler Thromb Vasc Biol 2022; 42:253-260. [PMID: 35081727 PMCID: PMC8866228 DOI: 10.1161/atvbaha.121.316252] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Over 200 million individuals worldwide are estimated to have peripheral artery disease (PAD). Although the term peripheral can refer to any outer branch of the vasculature, the focus of this review is on lower-extremity arteries. The initial sequelae of PAD often include movement-induced cramping pain in the hips and legs or loss of hair and thinning of the skin on the lower limbs. PAD progresses, sometimes rapidly, to cause nonhealing ulcers and critical limb ischemia which adversely affects mobility and muscle tone; acute limb ischemia is a medical emergency. PAD causes great pain and a high risk of amputation and ultimately puts patients at significant risk for major adverse cardiovascular events. The negative impact on patients' quality of life, as well as the medical costs incurred, are huge. Atherosclerotic plaques are one cause of PAD; however, emerging clinical data now shows that nonatherosclerotic medial arterial calcification (MAC) is an equal and distinct contributor. This ATVB In Focus article will present the recent clinical findings on the prevalence and impact of MAC in PAD, discuss the known pathways that contribute specifically to MAC in the lower extremity, and highlight gaps in knowledge and tools that limit our understanding of MAC pathogenesis.
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Affiliation(s)
- Cynthia St. Hilaire
- Division of Cardiology, Departments of Medicine and Bioengineering, Pittsburgh Heart, Lung, Blood and Vascular Medicine Institute, University of Pittsburgh, PA
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Behrendt CA, Lareyre F, Raffort J. Impact of Diabetes on Outcomes of Patients With Lower Extremity Artery Disease. Angiology 2022; 73:493-494. [PMID: 35138186 DOI: 10.1177/00033197221074413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Christian-Alexander Behrendt
- Research Group GermanVasc, Department of Vascular Medicine, University Heart and Vascular Centre UKE Hamburg, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Fabien Lareyre
- Department of Vascular Surgery, 70607Hospital of Antibes Juan-les-Pins, France.,439710Université Côte d'Azur, Inserm U1065, C3M, Nice, France
| | - Juliette Raffort
- 439710Université Côte d'Azur, Inserm U1065, C3M, Nice, France.,Clinical Chemistry Laboratory, 37045University Hospital of Nice, France
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40
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The OAC3-PAD Risk Score Predicts Major Bleeding Events one Year after Hospitalisation for Peripheral Artery Disease. Eur J Vasc Endovasc Surg 2022; 63:503-510. [DOI: 10.1016/j.ejvs.2021.12.019] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Revised: 11/16/2021] [Accepted: 12/04/2021] [Indexed: 12/13/2022]
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Alushi K, Hinterseher I, Peters F, Rother U, Bischoff MS, Mylonas S, Grambow E, Gombert A, Busch A, Gray D, Konstantinou N, Stavroulakis K, Horn M, Görtz H, Uhl C, Federrath H, Trute HH, Kreutzburg T, Behrendt CA. Distribution of Mobile Health Applications amongst Patients with Symptomatic Peripheral Arterial Disease in Germany: A Cross-Sectional Survey Study. J Clin Med 2022; 11:jcm11030498. [PMID: 35159950 PMCID: PMC8836389 DOI: 10.3390/jcm11030498] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Revised: 12/22/2021] [Accepted: 01/18/2022] [Indexed: 12/16/2022] Open
Abstract
Background: Broadly available digital and mobile health applications (also known as mHealth) have recently gained increasing attention by the vascular community, but very little is known about the dissemination and acceptance of such technologies in certain target populations. The current study aimed to determine the user behaviour and acceptance of such digital technologies amongst patients with peripheral arterial disease (PAD). Methods: A cross-sectional survey of consecutively treated inpatients at 12 university institutions, as well as one non-university institution, was conducted. All admitted patients with symptomatic PAD were surveyed for 30 consecutive days within a flexible timeframe between 1 July and 30 September 2021. The factors associated with smartphone use were estimated via backward selection within a logistic regression model with clustered standard errors. Results: A total of 326 patients participated (response rate 96.3%), thereof 102 (34.0%) were treated for intermittent claudication (IC, 29.2% women, 70 years in median) and 198 were treated for chronic limb-threatening ischaemia (CLTI, 29.5% women, 70 years in median). Amongst all of the patients, 46.6% stated that they had not changed their lifestyle and health behaviour since the index diagnosis (four years in median), and 33.1% responded that they were not aware of the reasons for all of their medication orders. Amongst all those surveyed, 66.8% owned a smartphone (IC: 70.6%, CLTI: 64.1%), thereof 27.9% needed regular user support. While 42.5% used smartphone apps, only 15.0% used mobile health applications, and 19.0% owned wearables. One out of five patients agreed that such technologies could help to improve their healthy lifestyle. Only higher age was inversely associated with smartphone possession. Conclusions: The current survey showed that smartphones are prevalent amongst patients with peripheral arterial disease, but only a small proportion used mobile health applications and a considerable number of patients needed regular user support. Almost half of the patients did not change their lifestyle and one third were not aware of the reasons for their medication orders, emphasising room for improvement. These findings can further help to guide future projects using such applications to identify those target populations that are reachable with digital interventions.
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Affiliation(s)
- Kastriot Alushi
- Research Group GermanVasc, Department of Vascular Medicine, University Heart and Vascular Centre UKE Hamburg, University Medical Centre Hamburg-Eppendorf, 20246 Hamburg, Germany; (K.A.); (F.P.); (T.K.)
| | - Irene Hinterseher
- Berlin Institute of Health, Vascular Surgery Clinic, Charité-Universitätsmedizin Berlin, Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany;
- Brandenburg Medical School Theodor Fontane, 16816 Neuruppin, Germany
| | - Frederik Peters
- Research Group GermanVasc, Department of Vascular Medicine, University Heart and Vascular Centre UKE Hamburg, University Medical Centre Hamburg-Eppendorf, 20246 Hamburg, Germany; (K.A.); (F.P.); (T.K.)
| | - Ulrich Rother
- Department of Vascular Surgery, University Medical Center Erlangen, 91054 Erlangen, Germany;
| | - Moritz S. Bischoff
- Department of Vascular and Endovascular Surgery, University Hospital Heidelberg, 69120 Heidelberg, Germany; (M.S.B.); (C.U.)
| | - Spyridon Mylonas
- Department of Vascular and Endovascular Surgery, Medical Faculty, University of Cologne, 50937 Cologne, Germany;
| | - Eberhard Grambow
- Department of General, Visceral, Thoracic, Vascular and Transplantation Surgery, Rostock University Medical Center, 18057 Rostock, Germany;
| | - Alexander Gombert
- European Vascular Center Aachen Maastricht, Department of Vascular Surgery University Hospital RWTH Aachen, 52074 Aachen, Germany;
| | - Albert Busch
- Division of Vascular and Endovascular Surgery, Department of Visceral, Thoracic and Vascular Surgery, Medical Faculty Carl Gustav Carus, University Hospital Carl Gustav Carus Dresden, Technische Universität Dresden, 01307 Dresden, Germany;
| | - Daphne Gray
- Department of Vascular and Endovascular Surgery, Goethe University Hospital, 60590 Frankfurt, Germany;
| | - Nikolaos Konstantinou
- Department of Vascular Surgery, Ludwig Maximilians University Hospital, 80539 Munich, Germany; (N.K.); (K.S.)
| | - Konstantinos Stavroulakis
- Department of Vascular Surgery, Ludwig Maximilians University Hospital, 80539 Munich, Germany; (N.K.); (K.S.)
| | - Marco Horn
- Division of Vascular and Endovascular Surgery, Department of Surgery, University Medical Center Schleswig-Holstein, 24105 Kiel, Germany;
| | - Hartmut Görtz
- Department of Vascular and Endovascular Surgery, Bonifatius Hospital Lingen, 49808 Lingen, Germany;
| | - Christian Uhl
- Department of Vascular and Endovascular Surgery, University Hospital Heidelberg, 69120 Heidelberg, Germany; (M.S.B.); (C.U.)
| | - Hannes Federrath
- Working Group Security in Distributed Systems at University of Hamburg, Department of Computer Science, University of Hamburg, 22527 Hamburg, Germany;
| | | | - Thea Kreutzburg
- Research Group GermanVasc, Department of Vascular Medicine, University Heart and Vascular Centre UKE Hamburg, University Medical Centre Hamburg-Eppendorf, 20246 Hamburg, Germany; (K.A.); (F.P.); (T.K.)
| | - Christian-Alexander Behrendt
- Research Group GermanVasc, Department of Vascular Medicine, University Heart and Vascular Centre UKE Hamburg, University Medical Centre Hamburg-Eppendorf, 20246 Hamburg, Germany; (K.A.); (F.P.); (T.K.)
- Correspondence:
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Golledge J. Update on the pathophysiology and medical treatment of peripheral artery disease. Nat Rev Cardiol 2022; 19:456-474. [PMID: 34997200 DOI: 10.1038/s41569-021-00663-9] [Citation(s) in RCA: 95] [Impact Index Per Article: 31.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/07/2021] [Indexed: 12/15/2022]
Abstract
Approximately 6% of adults worldwide have atherosclerosis and thrombosis of the lower limb arteries (peripheral artery disease (PAD)) and the prevalence is rising. PAD causes leg pain, impaired health-related quality of life, immobility, tissue loss and a high risk of major adverse events, including myocardial infarction, stroke, revascularization, amputation and death. In this Review, I describe the pathophysiology, presentation, outcome, preclinical research and medical management of PAD. Established treatments for PAD include antithrombotic drugs, such as aspirin and clopidogrel, and medications to treat dyslipidaemia, hypertension and diabetes mellitus. Randomized controlled trials have demonstrated that these treatments reduce the risk of major adverse events. The drug cilostazol, exercise therapy and revascularization are the current treatment options for the limb symptoms of PAD, but each has limitations. Novel therapies to promote collateral and new capillary growth and treat PAD-related myopathy are under investigation. Methods to improve the implementation of evidence-based medical management, novel drug therapies and rehabilitation programmes for PAD-related pain, functional impairment and ischaemic foot disease are important areas for future research.
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Affiliation(s)
- Jonathan Golledge
- Queensland Research Centre for Peripheral Vascular Disease, College of Medicine and Dentistry, James Cook University, Townsville, Queensland, Australia. .,The Department of Vascular and Endovascular Surgery, Townsville University Hospital, Townsville, Queensland, Australia. .,The Australian Institute of Tropical Health and Medicine, James Cook University, Townsville, Queensland, Australia.
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Rodionov RN, Peters F, Marschall U, L'Hoest H, Jarzebska N, Behrendt CA. Initiation of SGLT2 Inhibitors and the Risk of Lower Extremity Minor and Major Amputation in Patients with Type 2 Diabetes and Peripheral Arterial Disease: A Health Claims Data Analysis. Eur J Vasc Endovasc Surg 2021; 62:981-990. [PMID: 34782230 DOI: 10.1016/j.ejvs.2021.09.031] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 09/01/2021] [Accepted: 09/18/2021] [Indexed: 02/06/2023]
Abstract
OBJECTIVE To assess the association between long term risk of hospitalisation for heart failure (HHF) and lower extremity minor and major amputation (LEA) in patients initiating sodium glucose cotransporter 2 inhibitors (SGLT2i) suffering from type 2 diabetes and peripheral arterial disease (PAD). Outcomes were compared with patients without PAD and evaluated separately for the time periods before and after the official warning of the European Medicines Agency (EMA) in early 2017. METHODS This study used BARMER German health claims data including all patients suffering from type 2 diabetes initiating SGLT2i therapy between 1 January 2013 and 31 December 2019 with follow up until the end of 2020. New users of glucagon like peptide 1 receptor agonists (GLP1-RAs) were used as active comparators. Inverse probability weighting with truncated stabilised weights was used to adjust for confounding, and five year risks of HHF and LEA were estimated using Cox regression. Periods before and after the EMA warning were analysed separately and stratified by presence of concomitant PAD. RESULTS In total, 44 284 (13.6% PAD) and 56 878 (16.3% PAD) patients initiated SGLT2i or GLP1-RA, respectively. Before the EMA warning, initiation of SGLT2i was associated with a lower risk of HHF in patients with PAD (hazard ratio, HR, 0.85, 95% confidence interval, CI, 0.73 - 0.99) and a higher risk of LEA in patients without PAD (HR 1.79, 95% CI 1.04 - 2.92). After the EMA warning, the efficacy and safety endpoints were no longer statistically different between groups. CONCLUSION The results from this large nationwide real world study highlight that PAD patients exhibit generally high amputation risks. This study refutes the idea that the presence of PAD explains the excess LEA risk associated with initiation of SGLT2i. The fact that differentials among study groups diminished after the EMA warning in early 2017 emphasises that regulatory surveillance measures worked in everyday clinical practice.
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Affiliation(s)
- Roman N Rodionov
- University Centre for Vascular Medicine, University Clinic Carl Gustav Carus, Technische Universität Dresden, Germany; College of Medicine and Public Health, Flinders University and Flinders Medical Centre, Adelaide, Australia
| | - Frederik Peters
- Research Group GermanVasc, Department of Vascular Medicine, University Heart and Vascular Centre UKE Hamburg, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | | | | | - Natalia Jarzebska
- University Centre for Vascular Medicine, University Clinic Carl Gustav Carus, Technische Universität Dresden, Germany; Clinical Sensoring and Monitoring, Department of Anaesthetics and Intensive Care Medicine, University Clinic Carl Gustav Carus, Technische Universität Dresden, Germany
| | - Christian-Alexander Behrendt
- Research Group GermanVasc, Department of Vascular Medicine, University Heart and Vascular Centre UKE Hamburg, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany.
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Behrendt CA, Nordanstig J. Do We Need a War on Amputations? A Call to Arms! Eur J Vasc Endovasc Surg 2021; 63:156. [PMID: 34649768 DOI: 10.1016/j.ejvs.2021.09.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Accepted: 09/10/2021] [Indexed: 11/03/2022]
Affiliation(s)
- Christian-Alexander Behrendt
- Department of Vascular Medicine, Research Group GermanVasc, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany.
| | - Joakim Nordanstig
- Institute of Medicine, Department of Molecular and Clinical Medicine, University of Gothenburg and Department of Vascular Surgery, Sahlgrenska University Hospital, Gothenburg, Sweden
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Behrendt CA. Higher long-term mortality after endovascular vs. open-surgical revascularization of peripheral artery disease in Australia and New Zealand? Eur Heart J 2021; 43:41-43. [PMID: 33742201 DOI: 10.1093/eurheartj/ehab143] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 02/25/2021] [Indexed: 12/17/2022] Open
Affiliation(s)
- Christian-Alexander Behrendt
- Department of Vascular Medicine, Research Group GermanVasc, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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Roever L, Biondi-Zoccai G. Precise Scoring in Patients With Peripheral Artery Disease: The Case for GermanVasc. Eur J Vasc Endovasc Surg 2021; 61:257. [PMID: 33281026 DOI: 10.1016/j.ejvs.2020.11.015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Accepted: 11/04/2020] [Indexed: 02/08/2023]
Affiliation(s)
- Leonardo Roever
- Federal University of Uberlândia, Department of Clinical Research, Mina Gerais, Brazil.
| | - Giuseppe Biondi-Zoccai
- Department of Medical, Surgical Sciences and Biotechnologies, Sapienza University of Rome, Latina, Italy; Mediterranea Cardiocentro, Napoli, Italy
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