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Ninno F, Tsui J, Balabani S, Díaz-Zuccarini V. A systematic review of clinical and biomechanical engineering perspectives on the prediction of restenosis in coronary and peripheral arteries. JVS Vasc Sci 2023; 4:100128. [PMID: 38023962 PMCID: PMC10663814 DOI: 10.1016/j.jvssci.2023.100128] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 09/10/2023] [Indexed: 12/01/2023] Open
Abstract
Objective Restenosis is a significant complication of revascularization treatments in coronary and peripheral arteries, sometimes necessitating repeated intervention. Establishing when restenosis will happen is extremely difficult due to the interplay of multiple variables and factors. Standard clinical and Doppler ultrasound scans surveillance follow-ups are the only tools clinicians can rely on to monitor intervention outcomes. However, implementing efficient surveillance programs is hindered by health care system limitations, patients' comorbidities, and compliance. Predictive models classifying patients according to their risk of developing restenosis over a specific period will allow the development of tailored surveillance, prevention programs, and efficient clinical workflows. This review aims to: (1) summarize the state-of-the-art in predictive models for restenosis in coronary and peripheral arteries; (2) compare their performance in terms of predictive power; and (3) provide an outlook for potentially improved predictive models. Methods We carried out a comprehensive literature review by accessing the PubMed/MEDLINE database according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. The search strategy consisted of a combination of keywords and included studies focusing on predictive models of restenosis published between January 1993 and April 2023. One author independently screened titles and abstracts and checked for eligibility. The rest of the authors independently confirmed and discussed in case of any disagreement. The search of published literature identified 22 studies providing two perspectives-clinical and biomechanical engineering-on restenosis and comprising distinct methodologies, predictors, and study designs. We compared predictive models' performance on discrimination and calibration aspects. We reported the performance of models simulating reocclusion progression, evaluated by comparison with clinical images. Results Clinical perspective studies consider only routinely collected patient information as restenosis predictors. Our review reveals that clinical models adopting traditional statistics (n = 14) exhibit only modest predictive power. The latter improves when machine learning algorithms (n = 4) are employed. The logistic regression models of the biomechanical engineering perspective (n = 2) show enhanced predictive power when hemodynamic descriptors linked to restenosis are fused with a limited set of clinical risk factors. Biomechanical engineering studies simulating restenosis progression (n = 2) are able to capture its evolution but are computationally expensive and lack risk scoring for individual patients at specific follow-ups. Conclusions Restenosis predictive models, based solely on routine clinical risk factors and using classical statistics, inadequately predict the occurrence of restenosis. Risk stratification models with increased predictive power can be potentially built by adopting machine learning techniques and incorporating critical information regarding vessel hemodynamics arising from biomechanical engineering analyses.
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Affiliation(s)
- Federica Ninno
- Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom
- Wellcome-EPSRC Centre for Interventional Surgical Sciences, London, United Kingdom
| | - Janice Tsui
- Department of Vascular Surgery, Royal Free Hospital NHS Foundation Trust, London, United Kingdom
- Division of Surgery & Interventional Science, Department of Surgical Biotechnology, Faculty of Medical Sciences, University College London, Royal Free Campus, London, United Kingdom
| | - Stavroula Balabani
- Wellcome-EPSRC Centre for Interventional Surgical Sciences, London, United Kingdom
- Department of Mechanical Engineering, University College London, London, United Kingdom
| | - Vanessa Díaz-Zuccarini
- Wellcome-EPSRC Centre for Interventional Surgical Sciences, London, United Kingdom
- Department of Mechanical Engineering, University College London, London, United Kingdom
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Williams DF. The plasticity of biocompatibility. Biomaterials 2023; 296:122077. [PMID: 36907003 DOI: 10.1016/j.biomaterials.2023.122077] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 02/19/2023] [Accepted: 03/02/2023] [Indexed: 03/11/2023]
Abstract
Biocompatibility concerns the phenomena that occur within the interactions between biomaterials and human patients, which ultimately control the performance of many facets of medical technology. It involves aspects of materials science, many different forms of engineering and nanotechnology, chemistry, biophysics, molecular and cellular biology, immunology, pathology and a myriad of clinical applications. It is not surprising that an overarching framework of mechanisms of biocompatibility has been difficult to elucidate and validate. This essay discusses one fundamental reason for this; we have tended to consider biocompatibility pathways as essentially linear sequences of events which follow well-understood processes of materials science and biology. The reality, however, is that the pathways may involve a great deal of plasticity, in which many additional idiosyncratic factors, including those of genetic, epigenetic and viral origin, exert influence, as do complex mechanical, physical and pharmacological variables. Plasticity is an inherent core feature of the performance of synthetic materials; here we follow the more recent biological applications of plasticity concepts into the sphere of biocompatibility pathways. A straightforward linear pathway may result in successful outcomes for many patients; we may describe this in terms of classic biocompatibility pathways. In other situations, which usually command much more attention because of their unsuccessful outcomes, these plasticity-driven processes follow alternative biocompatibility pathways; often, the variability in outcomes with identical technologies is due to biological plasticity rather than material or device deficiency.
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Affiliation(s)
- David F Williams
- Wake Forest Institute of Regenerative Medicine, Winston-Salem, North Carolina, USA.
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Seiler T, Attinger-Toller A, Cioffi GM, Madanchi M, Teufer M, Wolfrum M, Moccetti F, Toggweiler S, Kobza R, Bossard M, Cuculi F. Treatment of In-Stent Restenosis Using a Dedicated Super High-Pressure Balloon. CARDIOVASCULAR REVASCULARIZATION MEDICINE 2023; 46:29-35. [PMID: 36085285 DOI: 10.1016/j.carrev.2022.08.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 07/08/2022] [Accepted: 08/15/2022] [Indexed: 01/13/2023]
Abstract
BACKGROUND Treatment of in-stent restenosis (ISR) is challenging and treatment failure rate remains high. Correction of stent under-expansion and neointimal compression using the twin-layer OPN™ highly non-compliant balloon (NCB) at high pressure (>30 atm) may lead to increased luminal gain and thus better clinical outcomes. We evaluated periprocedural safety and clinical long-term outcomes after ISR treatment using the OPN™ NCB in a real-world population. METHODS From an ongoing registry, consecutive ISR patients treated with the OPN™ NCB at a tertiary cardiology center in Switzerland were analyzed. We evaluated procedural efficacy, periprocedural complications, target lesion/vessel failure (TLF/TVF), and major adverse cardiovascular events (MACE). RESULTS Totally, 208 ISR lesions were treated in 188 patients (mean age 68 ± 13 years, 78 % males). Most lesions were moderately to heavily calcified (89 %), the majority (70.2 %) had complex lesion characteristics (AHA Type B2/C lesions) and 50.5 % were non-focal ISR lesions. After ISR treatment using high pressure pre- and post-dilatation (mean pressure 33 ± 6 atm) with the OPN™ NCB device, the rate of major complications was low (0.96 % coronary perforation, 4 % major dissections, 1.9 % no-reflow and 0.5 % acute vessel closure). At 1-year follow-up, MACE occurred in 19.7 %; 15.4 % patients had TVF; MI and stent thrombosis was found in 5.9 % and 2.1 % of all patients, respectively; and 5 patients died. CONCLUSIONS For ISR treatment, using the super non-compliant OPN™ balloon at very high pressures is safe. Moreover, its use might lead to a low rate of TLF/TVF during long-term follow-up, but this requires further evaluation in dedicated comparative trials.
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Affiliation(s)
- Thomas Seiler
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Luzern, Switzerland
| | | | | | - Mehdi Madanchi
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Luzern, Switzerland
| | - Mario Teufer
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Luzern, Switzerland; Medical School, University of Zurich, Zurich, Switzerland
| | - Mathias Wolfrum
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Luzern, Switzerland
| | - Federico Moccetti
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Luzern, Switzerland
| | - Stefan Toggweiler
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Luzern, Switzerland
| | - Richard Kobza
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Luzern, Switzerland
| | - Matthias Bossard
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Luzern, Switzerland
| | - Florim Cuculi
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Luzern, Switzerland.
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Madanchi M, Cioffi GM, Attinger-Toller A, Seiler T, Somm S, Koch T, Tersalvi G, Wolfrum M, Moccetti F, Toggweiler S, Kobza R, Levine MB, Garcia-Garcia HM, Bossard M, Cuculi F. Metal free percutaneous coronary interventions in all-comers: First experience with a novel sirolimus-coated balloon. Cardiol J 2022; 29:906-916. [PMID: 36385601 PMCID: PMC9788730 DOI: 10.5603/cj.a2022.0106] [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: 06/24/2022] [Revised: 09/19/2022] [Accepted: 09/29/2022] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Limus-eluting stents have become the mainstay for percutaneous coronary intervention (PCI). However, even with the latest generation drug-eluting stent, in-stent restenosis and very late stent thrombosis remain a concern. The Selution SLR™ drug-coated balloon (DCB) is a novel sirolimus-coated balloon that provides a controlled release of the antiproliferative drug. Herein we evaluated its performance in a real-world patient cohort with complex coronary artery lesions. METHODS Patients undergoing PCI using the Selution SLR™ DCB were analyzed from the prospective SIROOP registry. We evaluated procedural success and clinical outcomes, including major adverse cardiovascular event (MACE), cardiac death, target vessel myocardial infarction and target lesion revascularization. RESULTS From September 2020 to April 2021, we enrolled 78 patients (87 lesions) treated using a "DCB only" strategy. The mean age was 66.7 ± 10.4 years and 28 (36%) presented with an acute coronary syndrome. Almost all lesions were type B2/C 86 (99%) and 49 (63%) had moderate to severe calcifications. Procedural success was 100%. After a median follow-up of 11.2 months (interquartile range: 10.0-12.6), MACE occurred in 5 (6.8%) patients. No acute vessel closure was observed. CONCLUSIONS In complex coronary lesions, a "DCB only" strategy using the Selution SLR™ DCB is not just safe and feasible, but also seems to be associated with a low rate of MACE at 1-year follow-up. Our promising results warrant further evaluation in a dedicated comparative trial.
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Affiliation(s)
- Mehdi Madanchi
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Lucerne, Switzerland,Departement of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
| | - Giacomo M. Cioffi
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Lucerne, Switzerland
| | | | - Thomas Seiler
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Lucerne, Switzerland
| | - Sophie Somm
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Lucerne, Switzerland
| | - Tanja Koch
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Lucerne, Switzerland
| | - Gregorio Tersalvi
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Lucerne, Switzerland
| | - Mathias Wolfrum
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Lucerne, Switzerland
| | - Federico Moccetti
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Lucerne, Switzerland
| | - Stefan Toggweiler
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Lucerne, Switzerland
| | - Richard Kobza
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Lucerne, Switzerland
| | - Molly B. Levine
- Division of Interventional Cardiology — MedStar Cardiovascular Research Network, MedStar Washington Hospital Center, Georgetown University, Washington, United States
| | - Hector M. Garcia-Garcia
- Division of Interventional Cardiology — MedStar Cardiovascular Research Network, MedStar Washington Hospital Center, Georgetown University, Washington, United States
| | - Matthias Bossard
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Lucerne, Switzerland,Departement of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
| | - Florim Cuculi
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Lucerne, Switzerland,Departement of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
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Bossard M, Madanchi M, Avdijaj D, Attinger-Toller A, Cioffi GM, Seiler T, Tersalvi G, Kobza R, Schüpfer G, Cuculi F. Long-Term Outcomes After Implantation of Magnesium-Based Bioresorbable Scaffolds—Insights From an All-Comer Registry. Front Cardiovasc Med 2022; 9:856930. [PMID: 35498044 PMCID: PMC9046914 DOI: 10.3389/fcvm.2022.856930] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 03/08/2022] [Indexed: 12/18/2022] Open
Abstract
BackgroundThe magnesium-based sirolimus-eluting bioresorbable scaffold (Mg-BRS) Magmaris™ showed promising clinical outcomes, including low rates of both the target lesion failure (TLF) and scaffold thrombosis (ScT), in selected study patients. However, insights regarding long-term outcomes (>2 years) in all-comer populations remain scarce.MethodsWe analyzed data from a single-center registry, including patients with acute coronary syndrome (ACS) and chronic coronary syndrome (CCS), who had undergone percutaneous coronary intervention (PCI) using the Mg-BRS. The primary outcome comprised the device-oriented composite endpoint (DoCE) representing a hierarchical composite of cardiac death, ScT, target vessel myocardial infarction (TV-MI), and clinically driven target lesion revascularization (TLR) up to 5 years.ResultsIn total, 84 patients [mean age 62 ± 11 years and 63 (75%) men] were treated with the Mg-BRS devices between June 2016 and March 2017. Overall, 101 lesions had successfully been treated with the Mg-BRS devices using 1.2 ± 0.4 devices per lesion. Pre- and postdilatation using dedicated devices had been performed in 101 (100%) and 98 (97%) of all the cases, respectively. After a median follow-up time of 62 (61–64) months, 14 (18%) patients had experienced DoCEs, whereas ScT was encountered in 4 (4.9%) patients [early ScTs (<30 days) in three cases and two fatal cases]. In 4 (29%) of DoCE cases, optical coherence tomography confirmed the Mg-BRS collapse and uncontrolled dismantling.ConclusionIn contradiction to earlier studies, we encountered a relatively high rate of DoCEs in an all-comer cohort treated with the Mg-BRS. We even observed scaffold collapse and uncontrolled dismantling. This implicates that this metal-based BRS requires further investigation and may only be used in highly selected cases.
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Affiliation(s)
- Matthias Bossard
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Luzern, Switzerland
- *Correspondence: Matthias Bossard
| | - Mehdi Madanchi
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Luzern, Switzerland
| | - Dardan Avdijaj
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Luzern, Switzerland
- Faculty of Medicine, University of Zurich, Luzern, Switzerland
| | | | | | - Thomas Seiler
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Luzern, Switzerland
| | - Gregorio Tersalvi
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Luzern, Switzerland
| | - Richard Kobza
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Luzern, Switzerland
| | - Guido Schüpfer
- Department of Anaestesiology, Luzerner Kantonsspital, Luzern, Switzerland
| | - Florim Cuculi
- Cardiology Division, Heart Center, Luzerner Kantonsspital, Luzern, Switzerland
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Ellis SG. Bioabsorbable coronary stents - should they be buried? EUROINTERVENTION 2022; 17:1286-1287. [PMID: 35302497 PMCID: PMC9743234 DOI: 10.4244/eij-e-21-00012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Affiliation(s)
- Stephen G Ellis
- Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH, USA
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Arroyo D, Cook S. Absorb BRS for in-stent restenosis: the final bow before (scaffold) collapse? Open Heart 2021; 8:openhrt-2021-001838. [PMID: 34649998 PMCID: PMC8522659 DOI: 10.1136/openhrt-2021-001838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/23/2021] [Indexed: 12/03/2022] Open
Affiliation(s)
- Diego Arroyo
- Cardiology, University and Hospital Fribourg, Fribourg, Switzerland
| | - Stéphane Cook
- Cardiology, University and Hospital Fribourg, Fribourg, Switzerland
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