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Woo J, Fereydooni A, Patel J, Lakshmi A, Lee S, Trickey A, Arya S. Quantification of arterial calcification in peripheral artery disease and its association with amputation and/or mortality: A systematic review. Vasc Med 2025:1358863X251334572. [PMID: 40366061 DOI: 10.1177/1358863x251334572] [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: 05/15/2025]
Abstract
Arterial calcification is prevalent in peripheral artery disease (PAD), especially among patients with advanced age, diabetes, or renal disease. Peripheral arterial calcium score (PACS) is an emerging tool to quantify calcification in peripheral arteries and predict outcomes such as amputation and mortality. This systematic review evaluates PACS methodologies and its association with these adverse outcomes. In a comprehensive search of Embase, MEDLINE, and PubMed from January 1991 to January 2025, 1092 studies were retrieved, of which 17 met the inclusion criteria. Computed tomography and X-ray imaging were the main imaging modalities used to detect calcification through a variety of PACS. A higher PACS was linked to increased risk of amputation and/or mortality. PACS holds potential for predicting outcomes in PAD, particularly amputation and mortality. Standardization of PACS methods is needed to enhance its clinical utility and integration into practice.
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Affiliation(s)
- Jenny Woo
- Department of Molecular and Cell Biology, College of Letters & Science, UC Berkeley, Berkeley, CA, USA
| | - Arash Fereydooni
- Department of Surgery, Division of Vascular Surgery, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Janhavi Patel
- Michael G. DeGroote School of Medicine, McMaster University, Hamilton, Ontario, Canada
| | | | - Sujin Lee
- Department of Surgery, Division of Vascular Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Amber Trickey
- S-SPIRE Center, Stanford University, Palo Alto, CA, USA
| | - Shipra Arya
- Department of Surgery, Division of Vascular Surgery, Stanford University School of Medicine, Palo Alto, CA, USA
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Suh D, Ma Y, Newton DH, Amendola MF, Lavingia KS. Carotid artery dissections from transcarotid artery revascularization as reported by the Food and Drug Administration. Vascular 2024; 32:1291-1294. [PMID: 37553285 DOI: 10.1177/17085381231194410] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/10/2023]
Abstract
OBJECTIVES Transcarotid artery revascularization (TCAR) is a hybrid procedure that allows reversal of blood flow away from the brain while placing a stent through direct surgical access of the common carotid artery. It has been shown to have a lower risk of perioperative stroke compared with any prospective trial of transfemoral carotid artery stenting. However, intraoperative injuries related to the procedure and its management are not well characterized. One of the intraoperative complications seen in TCAR is iatrogenic carotid artery dissection (CD). We aim to add qualitative insight in further characterizing CDs and its management in this emerging technology. METHODS The Food and Drug Administration (FDA) maintains the Manufacturer and User Facility Device Experience (MAUDE) database for surveillance of all medical devices approved for use. This database was queried for all cases associated with Silk Road Medical's ENROUTE Transcarotid Neuroprotection System from September 2016 to October 2020. Case narratives related to CD were individually analyzed to determine time of injury (intraoperative, recovery, and post-discharge follow-up). CD reporting was further analyzed for the associated procedural event at the time of injury, number of access attempts to CD repair, and type of CD repair. Reports associated with CD repair were further categorized into endovascular repair and open surgical repair. RESULTS Of the 115 unique adverse events in the database, there were 58 CDs. Most were identified intraoperatively (n = 55), while three were incidentally found postoperatively. Overall, sheath placement was the most common procedural event attributed to CD (N = 34). There was adequate narrative information about CD repair in 54 patients. Intraoperative repair was performed in 52 cases and two were repaired after post-discharge follow-up imaging was performed.Among CDs that did not require additional access to engage the true lumen, the proportion of endovascular repair (62.5%) was significantly higher (p = .044) compared to the proportion of open surgical repair (37.5%). However, the proportion of open surgical repair (75%) was significantly higher than the proportion of endovascular repair (25%) in CDs with persistent failure to engage the true lumen despite ≥2 access attempts (p = .039). CONCLUSION CD is the most common injury related to TCAR as reported on MAUDE. The most commonly reported procedural event associated with CD was sheath placement. The rate of intraoperative endovascular and open surgical CD repair was associated with whether the access to the true lumen of the carotid artery required additional access attempts or not. This should add qualitative insight among the vascular surgery community regarding intraoperative management of CDs from a TCAR procedure.
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Affiliation(s)
- Dongjin Suh
- Department of Surgery, University of Iowa Hospitals and Clinics, Iowa, IA, USA
| | - Yuchi Ma
- Virginia Commonwealth University School of Medicine, Richmond, VA, USA
| | - Daniel H Newton
- Virginia Commonwealth University School of Medicine, Richmond, VA, USA
- Virginia Commonwealth University Health System, Richmond, VA
| | - Michael F Amendola
- Virginia Commonwealth University School of Medicine, Richmond, VA, USA
- Central Virginia VA Health Care System, Richmond, VA, USA
| | - Kedar S Lavingia
- Virginia Commonwealth University School of Medicine, Richmond, VA, USA
- Central Virginia VA Health Care System, Richmond, VA, USA
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Kim HJ, Hwang D, Yun WS, Huh S, Kim HK. Effectiveness of Atherectomy and Drug-Coated Balloon Angioplasty in Femoropopliteal Disease: A Comprehensive Outcome Study. Vasc Specialist Int 2024; 40:34. [PMID: 39362661 PMCID: PMC11449692 DOI: 10.5758/vsi.240071] [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: 06/26/2024] [Revised: 08/25/2024] [Accepted: 09/12/2024] [Indexed: 10/05/2024] Open
Abstract
Purpose Atherectomy has been reintroduced for debulking calcified atheroma to enhance the efficacy of drug-coated balloons (DCBs); however, its efficacy in severe calcification and related outcomes have not been fully evaluated. This study aimed to evaluate the outcomes of atherectomy and DCB angioplasty for treating femoropopliteal occlusive disease (FPOD). Materials and Methods From 2014 to July 2022, 85 limbs in 76 patients with FPOD underwent atherectomy with DCB angioplasty. We evaluated the efficacy of this procedure using primary patency (PP) and clinically driven target lesion revascularization (CD-TLR)-free survival. PP was defined as the duration of uninterrupted patency without occlusion or a peak systolic velocity ratio more than 2.5 at the target lesion. Lesion calcification was evaluated according to Peripheral Arterial Calcium Scoring System, and Grade 4 was classified as severe. Results Seventy-one (84%) cases were male, and 56 limbs (66%) were treated for claudication. Rotational and directional atherectomies were performed in 62 (73%) and 23 limbs, respectively. The improvement in the median ankle-brachial index was 0.36 (interquartile range, 0.25-0.48). Median follow-up duration was 19.4 months. The overall PP and CD-TLR-free survival rates were 77% and 93% at 1 year and 64% and 83% at 2 years, respectively. On multivariable analysis, female sex (adjusted hazard ratio [aHR], 3.77; 95% confidence interval (CI), 1.30-10.87, P=0.014), dialysis (aHR, 4.35; 95% CI, 1.33-13.22, P=0.015), and severe calcification (aHR, 2.42; 95% CI, 1.07-5.46, P=0.033) were independent risk factors for poor PP. Dialysis (aHR, 11.07; 95% CI, 3.72-32.92, P<0.001) and severe calcification (aHR, 3.19; 95% CI, 1.15-8.84, P=0.026) were identified as independent risk factors for CD-TLR. Conclusion Atherectomy with DCB angioplasty for FPOD did not work well in female patients, patients with lesions with severe calcification, and patients undergoing dialysis. Therefore, careful monitoring of these patients is crucial for patency loss and the requirement for revascularization. Additionally, for these patients requiring revascularization, surgical bypass may be appropriate for suitable candidates; whereas more proactive conservative management may be justified for claudicants.
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Affiliation(s)
- Hyeon Ju Kim
- Division of Vascular and Endovascular Surgery, Department of Surgery, Kyungpook National University Chilgok Hospital, Daegu, Korea
| | - Deokbi Hwang
- Division of Vascular and Endovascular Surgery, Department of Surgery, Kyungpook National University Hospital, School of Medicine, Kyungpook National University, Daegu, Korea
| | - Woo-Sung Yun
- Division of Vascular and Endovascular Surgery, Department of Surgery, Kyungpook National University Hospital, School of Medicine, Kyungpook National University, Daegu, Korea
| | - Seung Huh
- Division of Vascular and Endovascular Surgery, Department of Surgery, Kyungpook National University Hospital, School of Medicine, Kyungpook National University, Daegu, Korea
| | - Hyung-Kee Kim
- Division of Vascular and Endovascular Surgery, Department of Surgery, Kyungpook National University Chilgok Hospital, Daegu, Korea
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Pan T, Jiang X, Liu H, Liu Y, Fu W, Dong Z. Prediction of 2-Year Major Adverse Limb Event-Free Survival After Percutaneous Transluminal Angioplasty and Stenting for Lower Limb Atherosclerosis Obliterans: A Machine Learning-Based Study. Front Cardiovasc Med 2022; 9:783336. [PMID: 35224037 PMCID: PMC8863671 DOI: 10.3389/fcvm.2022.783336] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Accepted: 01/06/2022] [Indexed: 11/23/2022] Open
Abstract
Background The current scoring systems could not predict prognosis after endovascular therapy for peripheral artery disease. Machine learning could make predictions for future events by learning a specific pattern from existing data. This study aimed to demonstrate machine learning could make an accurate prediction for 2-year major adverse limb event-free survival (MFS) after percutaneous transluminal angioplasty (PTA) and stenting for lower limb atherosclerosis obliterans (ASO). Methods A lower limb ASO cohort of 392 patients who received PTA and stenting was split to the training set and test set by 4:1 in chronological order. Demographic, medical, and imaging data were used to build machine learning models to predict 2-year MFS. The discrimination and calibration of artificial neural network (ANN) and random forest models were compared with the logistic regression model, using the area under the receiver operating curve (ROCAUC) with DeLong test, and the calibration curve with Hosmer–Lemeshow goodness-of-fit test, respectively. Results The ANN model (ROCAUC = 0.80, 95% CI: 0.68–0.89) but not the random forest model (ROCAUC = 0.78, 95% CI: 0.66–0.87) significantly outperformed the logistic regression model (ROCAUC = 0.73, 95% CI: 0.60–0.83, P = 0.01 and P = 0.24). The ANN model the logistic regression model demonstrated good calibration performance (P = 0.73 and P = 0.28), while the random forest model showed poor calibration (P < 0.01). The calibration curve of the ANN model was visually the closest to the perfectly calibrated line. Conclusion Machine learning models could accurately predict 2-year MFS after PTA and stenting for lower limb ASO, in which the ANN model had better discrimination and calibration. Machine learning-derived prediction tools might be clinically useful to automatically identify candidates for PTA and stenting.
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Affiliation(s)
- Tianyue Pan
- Department of Vascular Surgery, Institute of Vascular Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
- National Clinical Research Center for Interventional Medicine, Shanghai, China
| | - Xiaolang Jiang
- Department of Vascular Surgery, Institute of Vascular Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
- National Clinical Research Center for Interventional Medicine, Shanghai, China
| | - Hao Liu
- Department of Vascular Surgery, Institute of Vascular Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
- National Clinical Research Center for Interventional Medicine, Shanghai, China
| | - Yifan Liu
- Department of Vascular Surgery, Institute of Vascular Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
- National Clinical Research Center for Interventional Medicine, Shanghai, China
| | - Weiguo Fu
- Department of Vascular Surgery, Institute of Vascular Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
- National Clinical Research Center for Interventional Medicine, Shanghai, China
- *Correspondence: Weiguo Fu
| | - Zhihui Dong
- Department of Vascular Surgery, Institute of Vascular Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
- National Clinical Research Center for Interventional Medicine, Shanghai, China
- Zhihui Dong
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Dube P, DeRiso A, Patel M, Battepati D, Khatib-Shahidi B, Sharma H, Gupta R, Malhotra D, Dworkin L, Haller S, Kennedy D. Vascular Calcification in Chronic Kidney Disease: Diversity in the Vessel Wall. Biomedicines 2021; 9:biomedicines9040404. [PMID: 33917965 PMCID: PMC8068383 DOI: 10.3390/biomedicines9040404] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 04/01/2021] [Accepted: 04/05/2021] [Indexed: 12/14/2022] Open
Abstract
Vascular calcification (VC) is one of the major causes of cardiovascular morbidity and mortality in patients with chronic kidney disease (CKD). VC is a complex process expressing similarity to bone metabolism in onset and progression. VC in CKD is promoted by various factors not limited to hyperphosphatemia, Ca/Pi imbalance, uremic toxins, chronic inflammation, oxidative stress, and activation of multiple signaling pathways in different cell types, including vascular smooth muscle cells (VSMCs), macrophages, and endothelial cells. In the current review, we provide an in-depth analysis of the various kinds of VC, the clinical significance and available therapies, significant contributions from multiple cell types, and the associated cellular and molecular mechanisms for the VC process in the setting of CKD. Thus, we seek to highlight the key factors and cell types driving the pathology of VC in CKD in order to assist in the identification of preventative, diagnostic, and therapeutic strategies for patients burdened with this disease.
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