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He Q, Zhou Y, Chen C, Zheng B, Zhang J, Wang F. The Long-Term Patency Rate and Factors Influencing Dysfunction of the Autogenous Arteriovenous Fistula in Hemodialysis Patients: A Retrospective Study. Hemodial Int 2025. [PMID: 40275514 DOI: 10.1111/hdi.13246] [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] [Received: 10/22/2024] [Revised: 03/31/2025] [Accepted: 04/08/2025] [Indexed: 04/26/2025]
Abstract
INTRODUCTION Autogenous arteriovenous fistula (AV fistula) dysfunction continues to be a widespread clinical challenge, adversely impacting both patients and society as a whole. The aim of this study was to investigate the long-term patency rate of AV fistula, explore the factors that contribute to AV fistula dysfunction, and present the findings in a way that can guide clinical practice. METHODS This retrospective cohort study enrolled patients who underwent AV fistula creation and subsequent hemodialysis at a tertiary A-level hospital in Chongqing, China. Demographic, clinical, and laboratory characteristics of the patients, as well as AV fistula dysfunction, were retrospectively reviewed from electronic health records. Cox proportional hazards regression analysis was used to analyze the factors influencing AV fistula dysfunction, and a forest plot was created to visualize the results. Additionally, Kaplan-Meier survival analysis was used to analyze AV fistula survival. FINDINGS This study analyzed 226 patients undergoing hemodialysis, demonstrating cumulative AV fistula patency rates of 82.1% at 12 months, 60.7% at 36 months, 45.4% at 60 months, and 33.5% at 84 months. Univariate Cox proportional hazard regression analysis identified six variables associated with AV fistula dysfunction (p < 0.1): body mass index (BMI), preemptive AV fistula creation, diabetes, total cholesterol, albumin, and uric acid. Subsequent multivariate analysis revealed four independent predictors for dysfunction: elevated BMI (HR: 1.58, p = 0.016), preemptive AV fistula creation (HR: 0.67, p = 0.029), albumin (HR: 2.83, p < 0.001), and uric acid (HR: 1.57, p = 0.020). DISCUSSION Our study findings indicated that overweight, hypoalbuminemia, and high concentrations of uric acid were independent risk factors for AV fistula dysfunction. In contrast, preemptive AV fistula creation was an independent protective factor against AV fistula dysfunction. Therefore, early interventions and surveillance for these factors should be performed to improve long-term AV fistula patency rates.
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Affiliation(s)
- Qinghua He
- Department of Gynecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yu Zhou
- Department of Nephrology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Chen Chen
- Department of Nephrology, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai, China
| | - Baojia Zheng
- Health Management Center, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai, China
| | - Jingjing Zhang
- Vascular Interventional Department, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai, China
| | - Fulan Wang
- Nursing Department, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
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Kane J, Lemieux A, Baranwal G, Misra S. The Role of Cardio-Renal Inflammation in Deciding the Fate of the Arteriovenous Fistula in Haemodialysis Therapy. Cells 2024; 13:1637. [PMID: 39404400 PMCID: PMC11475948 DOI: 10.3390/cells13191637] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Revised: 09/12/2024] [Accepted: 09/27/2024] [Indexed: 10/19/2024] Open
Abstract
Vascular access is an indispensable component of haemodialysis therapy for end-stage kidney disease patients. The arteriovenous fistula (AVF) is most common, but importantly, two-year failure rates are greater than fifty percent. AVF failure can occur due to a lack of suitable vascular remodelling, and inappropriate inflammation preventing maturation, or alternatively neointimal hyperplasia and vascular stenosis preventing long-term use. A comprehensive mechanistic understanding of these processes is still lacking, but recent studies highlight an essential role for inflammation from uraemia and the AVF itself. Inflammation affects each cell in the cascade of AVF failure, the endothelium, the infiltrating immune cells, and the vascular smooth muscle cells. This review examines the role of inflammation in each cell step by step and the influence on AVF failure. Inflammation resulting in AVF failure occurs initially via changes in endothelial cell activation, permeability, and vasoprotective chemokine secretion. Resultingly, immune cells can extravasate into the subendothelial space to release inflammatory cytokines and cause other deleterious changes to the microenvironment. Finally, all these changes modify vascular smooth muscle cell function, resulting in excessive and unchecked hyperplasia and proliferation, eventually leading to stenosis and the failure of the AVF. Finally, the emerging therapeutic options based off these findings are discussed, including mesenchymal stem cells, small-molecule inhibitors, and far-infrared therapies. Recent years have clearly demonstrated a vital role for inflammation in deciding the fate of the AVF, and future works must be centred on this to develop therapies for a hitherto unacceptably underserved patient population.
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Affiliation(s)
| | | | | | - Sanjay Misra
- Vascular and Interventional Radiology Translational Laboratory, Department of Radiology, Mayo Clinic, 200 First Street SW, Rochester, MN 55905, USA; (J.K.); (A.L.); (G.B.)
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Li Y, Yang J, Chen Y, Cui W, Wang J, Zhang C, Zhu L, Bian C, Luo T. Prognostic nomogram for the patency of wrist autologous arteriovenous fistula in first year. iScience 2024; 27:110727. [PMID: 39310751 PMCID: PMC11416551 DOI: 10.1016/j.isci.2024.110727] [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: 01/25/2024] [Revised: 05/19/2024] [Accepted: 08/09/2024] [Indexed: 09/25/2024] Open
Abstract
Autologous arteriovenous fistula (AVF) is preferred in hemodialysis patients. Maintaining its patency is a critical problem. This study aimed to create a nomogram model for predicting 1-year primary patency of AVF. Consequently, a total of 414 patients were retrospectively enrolled and randomly allocated to training and validation cohorts. Risk factors were identified by multivariable logistic regression and used to create a nomogram model. Performance of the model was evaluated by receiver operating characteristic (ROC) curve, Hosmer-Lemeshow test, and calibration curve. The results suggested that diameter of cephalic vein, low-density lipoprotein, glycosylated hemoglobin (%), and C-reactive protein were risk factors which could predict the patency of AVF. Area under ROC curves for training and validation cohorts were 0.771 and 0.794, respectively. Calibration ability was satisfactory in both cohorts. Therefore, present nomogram model could predict the 1-year primary patency of AVF.
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Affiliation(s)
- Yu Li
- Department of General Surgery, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Jinming Yang
- Department of Vascular Intervention, Aerospace Center Hospital, Beijing, China
| | - Yue Chen
- Department of General Surgery, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Wenhao Cui
- Department of General Surgery, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Jukun Wang
- Department of General Surgery, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Chao Zhang
- Department of General Surgery, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Linzhong Zhu
- Department of General Surgery, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Chunjing Bian
- Department of General Surgery, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Tao Luo
- Department of General Surgery, Xuanwu Hospital, Capital Medical University, Beijing, China
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Gao J, Liu L, Wu Z, Gan H. Zic family member 3 attenuates oxidative stress-induced vascular smooth muscle cell apoptosis in patients with chronic kidney disease. Tissue Cell 2024; 86:102286. [PMID: 38091851 DOI: 10.1016/j.tice.2023.102286] [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: 06/29/2023] [Revised: 12/03/2023] [Accepted: 12/06/2023] [Indexed: 01/21/2024]
Abstract
Neointimal hyperplasia is reportedly essential for arteriovenous fistulas (AVF) in patients undergoing hemodialysis. Oxidative stress is vital in the progression of uremic venous intimal hyperplasia. Studies have suggested that zinc ions obstruct vascular calcification in patients with chronic kidney disease (CKD). Recent studies have shown that the zinc finger protein, Zic family member 3 (ZIC3), is crucial for the earliest cardiovascular progenitors. ZIC3 mutations are associated with congenital heart disease. However, the mechanism of action of ZIC3 in vascular intimal hyperplasia in CKD remains unelucidated. Venous specimens were collected during primary AVF surgery and traumatic amputation, and serum samples were collected from patients with CKD and healthy controls. Mouse vascular smooth muscle cells (VSMCs) were treated with hydrogen peroxide (H2O2) to clarify the role of ZIC3 in CKD. ZIC3 expression was reduced in the veins of patients with uremia and the serum of those with CKD. Zic3 and Bcl2 levels were significantly decreased in mouse VSMCs treated with H2O2·H2O2 inhibited mouse VSMC activity, upregulated Bax, and cleaved caspase 3 expression. Following Zic3 overexpression, Bcl2 expression level and cell viability were elevated, whereas Bax and cleaved caspase 3 expression levels were downregulated. In contrast, Zic3 knockdown yielded the opposite results. Therefore, ZIC3 could be a new therapeutic target in venous neointimal hyperplasia of CKD.
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Affiliation(s)
- Jianya Gao
- Department of Nephrology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China; Department of Nephrology, Chongqing University Three Gorges Hospital, Chongqing 404100, China
| | - Lei Liu
- Department of Nephrology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China; Department of Nephrology, Chongqing University Three Gorges Hospital, Chongqing 404100, China
| | - Zecheng Wu
- Department of Nephrology, Chongqing University Three Gorges Hospital, Chongqing 404100, China
| | - Hua Gan
- Department of Nephrology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China.
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Elbarbary MR, Ahmed LA, El-Adl DA, Ezzat AA, Nassib SA. Study of Osteopontin as a Marker of Arteriovenous Shunt Stenosis in Hemodialysis Patients. Curr Vasc Pharmacol 2024; 22:50-57. [PMID: 38038003 DOI: 10.2174/0115701611260120231106081701] [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: 05/22/2023] [Revised: 10/13/2023] [Accepted: 10/17/2023] [Indexed: 12/02/2023]
Abstract
INTRODUCTION Although arteriovenous fistula (AVF) is the recommended access for hemodialysis (HD), it carries a high risk for stenosis. Since osteopontin (OPN) is implicated in the process of vascular calcification in HD patients, OPN may be a marker for AVF stenosis. The present study evaluated OPN as a potential marker of AVF stenosis in HD patients. METHODS Diagnosing a stenotic lesion was made by combining B mode with color and pulse wave Doppler imaging. Criteria for diagnosis of stenotic AVF included 50% reduction in diameter in B mode in combination with a 2-3-fold increase of peak systolic velocity compared with the unaffected segment. RESULTS The present study included 60 HD patients with stenotic AVF and 60 patients with functional AVF. Comparison between the two groups revealed that patients in the former group had significantly higher serum OPN levels [median (IQR): 17.1 (12.1-30.4) vs 5.8 (5.0-10.0) ng/mL, p<0.001]. All patients were classified into those with low (< median) and with high (≥ median) OPN levels. Comparison between these groups revealed that the former group had a significantly lower frequency of stenotic AVF (31.7 vs 68.3%, p<0.001) and a longer time to AVF stenosis [mean (95% CI): 68.4 (54.7-82.1) vs 46.5 (39.6-53.4) months, p=0.001]. CONCLUSION OPN levels in HD patients may be useful markers for predicting and detecting AVF stenosis.
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Affiliation(s)
| | - Laila A Ahmed
- Internal Medicine Department, Al-Azhar University, Cairo, Egypt
| | - Doaa A El-Adl
- Clinical Pathology Department, Al-Azhar University, Cairo, Egypt
| | | | - Sherif A Nassib
- Internal Medicine Department, Al-Azhar University, Cairo, Egypt
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Silpe J, Koleilat I, Yu J, Kim YH, Taubenfeld E, Talathi S, Coluccio M, Wang K, Woo K, Etkin Y. Sex disparities in hemodialysis access outcomes: A systematic review. Semin Vasc Surg 2023; 36:560-570. [PMID: 38030330 DOI: 10.1053/j.semvascsurg.2023.10.002] [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: 07/26/2023] [Revised: 10/01/2023] [Accepted: 10/02/2023] [Indexed: 12/01/2023]
Abstract
The goal of this systematic review was to collate and summarize the current literature on hemodialysis access outcomes in females, identify differences between females and men, and provide a foundation for future research. A systematic review of the English-language literature was conducted by searching PubMed and Google Scholar for the following terms: "sex," "hemodialysis access," "arteriovenous fistula," "arteriovenous graft," and "dialysis catheter." Reference lists from the resulting articles were also evaluated to ensure that any and all relevant primary sources were identified. Studies were then screened by two independent reviewers for inclusion. Of 967 total studies, 53 ultimately met inclusion criteria. Females have lower maturation rates; have decreased rates of primary, primary-assisted, and secondary patency; require more procedures per capita to achieve maturation and to maintain fistula patency; are more likely to receive dialysis via an arteriovenous graft or central venous catheter; and require a longer time and potentially more assistive invasive interventions to achieve a mature fistula. Our findings emphasize the urgent need for further research to evaluate and address the causes of these disparities. Discussion with patients undergoing hemodialysis should include these findings to improve patient education, expectations, satisfaction, and outcomes.
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Affiliation(s)
- Jeffrey Silpe
- Division of Vascular and Endovascular Surgery, Zucker School of Medicine at Hofstra/Northwell, 1999 Marcus Avenue, Suite 106b Lake Success, NY.
| | - Issam Koleilat
- Department of Surgery, RWJ Barnabas Health Community Medical Center, Tom's River, NJ
| | - Justin Yu
- Division of Vascular and Endovascular Surgery, Zucker School of Medicine at Hofstra/Northwell, 1999 Marcus Avenue, Suite 106b Lake Success, NY
| | - Young Hun Kim
- Division of Vascular and Endovascular Surgery, Zucker School of Medicine at Hofstra/Northwell, 1999 Marcus Avenue, Suite 106b Lake Success, NY
| | - Ella Taubenfeld
- Division of Vascular and Endovascular Surgery, Zucker School of Medicine at Hofstra/Northwell, 1999 Marcus Avenue, Suite 106b Lake Success, NY
| | - Sonia Talathi
- Division of Vascular and Cardiothoracic Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY
| | - Maria Coluccio
- Division of Vascular and Cardiothoracic Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY
| | - Karissa Wang
- Division of Vascular Surgery, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Karen Woo
- Division of Vascular Surgery, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Yana Etkin
- Division of Vascular and Endovascular Surgery, Zucker School of Medicine at Hofstra/Northwell, 1999 Marcus Avenue, Suite 106b Lake Success, NY
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7
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Mouliou DS. C-Reactive Protein: Pathophysiology, Diagnosis, False Test Results and a Novel Diagnostic Algorithm for Clinicians. Diseases 2023; 11:132. [PMID: 37873776 PMCID: PMC10594506 DOI: 10.3390/diseases11040132] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 09/15/2023] [Accepted: 09/19/2023] [Indexed: 10/25/2023] Open
Abstract
The current literature provides a body of evidence on C-Reactive Protein (CRP) and its potential role in inflammation. However, most pieces of evidence are sparse and controversial. This critical state-of-the-art monography provides all the crucial data on the potential biochemical properties of the protein, along with further evidence on its potential pathobiology, both for its pentameric and monomeric forms, including information for its ligands as well as the possible function of autoantibodies against the protein. Furthermore, the current evidence on its potential utility as a biomarker of various diseases is presented, of all cardiovascular, respiratory, hepatobiliary, gastrointestinal, pancreatic, renal, gynecological, andrological, dental, oral, otorhinolaryngological, ophthalmological, dermatological, musculoskeletal, neurological, mental, splenic, thyroid conditions, as well as infections, autoimmune-supposed conditions and neoplasms, including other possible factors that have been linked with elevated concentrations of that protein. Moreover, data on molecular diagnostics on CRP are discussed, and possible etiologies of false test results are highlighted. Additionally, this review evaluates all current pieces of evidence on CRP and systemic inflammation, and highlights future goals. Finally, a novel diagnostic algorithm to carefully assess the CRP level for a precise diagnosis of a medical condition is illustrated.
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Laboyrie SL, de Vries MR, Bijkerk R, Rotmans JI. Building a Scaffold for Arteriovenous Fistula Maturation: Unravelling the Role of the Extracellular Matrix. Int J Mol Sci 2023; 24:10825. [PMID: 37446003 DOI: 10.3390/ijms241310825] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 06/20/2023] [Accepted: 06/27/2023] [Indexed: 07/15/2023] Open
Abstract
Vascular access is the lifeline for patients receiving haemodialysis as kidney replacement therapy. As a surgically created arteriovenous fistula (AVF) provides a high-flow conduit suitable for cannulation, it remains the vascular access of choice. In order to use an AVF successfully, the luminal diameter and the vessel wall of the venous outflow tract have to increase. This process is referred to as AVF maturation. AVF non-maturation is an important limitation of AVFs that contributes to their poor primary patency rates. To date, there is no clear overview of the overall role of the extracellular matrix (ECM) in AVF maturation. The ECM is essential for vascular functioning, as it provides structural and mechanical strength and communicates with vascular cells to regulate their differentiation and proliferation. Thus, the ECM is involved in multiple processes that regulate AVF maturation, and it is essential to study its anatomy and vascular response to AVF surgery to define therapeutic targets to improve AVF maturation. In this review, we discuss the composition of both the arterial and venous ECM and its incorporation in the three vessel layers: the tunica intima, media, and adventitia. Furthermore, we examine the effect of chronic kidney failure on the vasculature, the timing of ECM remodelling post-AVF surgery, and current ECM interventions to improve AVF maturation. Lastly, the suitability of ECM interventions as a therapeutic target for AVF maturation will be discussed.
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Affiliation(s)
- Suzanne L Laboyrie
- Department of Internal Medicine, Leiden University Medical Centre, 2333 ZA Leiden, The Netherlands
| | - Margreet R de Vries
- Department of Surgery and the Heart and Vascular Center, Brigham & Women's Hospital and Harvard Medical School, Boston, MA 02115, USA
- Department of Vascular Surgery, Leiden University Medical Centre, 2333 ZA Leiden, The Netherlands
| | - Roel Bijkerk
- Department of Internal Medicine, Leiden University Medical Centre, 2333 ZA Leiden, The Netherlands
| | - Joris I Rotmans
- Department of Internal Medicine, Leiden University Medical Centre, 2333 ZA Leiden, The Netherlands
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The Predictive Value of Systemic Inflammatory Markers, the Prognostic Nutritional Index, and Measured Vessels' Diameters in Arteriovenous Fistula Maturation Failure. Life (Basel) 2022; 12:life12091447. [PMID: 36143483 PMCID: PMC9506395 DOI: 10.3390/life12091447] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 09/12/2022] [Accepted: 09/16/2022] [Indexed: 12/31/2022] Open
Abstract
Background: An arteriovenous fistula (AVF) is the first-line vascular access pathway for patients diagnosed with end-stage renal disease (ESRD). In planning vascular access, it is necessary to check the diameters of the venous and arterial components for satisfactory long-term results. Furthermore, the mechanism underlying the maturation failure and short-term patency in cases of AVFs is not fully known. This study aims to verify the predictive role of inflammatory biomarkers (the neutrophil to lymphocyte ratio (NLR), platelet to lymphocyte ratio (PLR), systemic inflammatory index (SII), and C-reactive protein (CRP)), Ca-P product, the prognostic nutritional index (PNI), and the diameters of the venous and arterial components in the failure of AVF maturation. Methods: The present study was designed as an observational, analytical, and retrospective cohort study with a longitudinal follow-up, and included all patients with a diagnosis of ESRD that were admitted to the Vascular Surgery Clinic of the Targu Mures Emergency County Hospital, Romania, between January 2019 and December 2021. Results: The maturation of AVF at 6 weeks was clearly lower in cases of patients in the high-NLR (31.88% vs. 91.36%; p < 0.0001), high-PLR (46.94% vs. 85.55%; p < 0.0001), high-SII (44.28% vs. 88.89%; p < 0.0001), high-CRP (46.30% vs. 88.73%; p < 0.0001), high-Ca-P product (40.43% vs. 88.46%; p < 0.0001), and low-PNI (34.78% vs. 91.14%; p < 0.0001) groups, as well as in patients with a lower radial artery (RA) diameter (40% vs. 94.87%; p = 0.0009), cephalic vein (CV) diameter (44.82% vs. 97.14%; p = 0.0001) for a radio-cephalic AVF (RC-AVF), and brachial artery (BA) diameter (30.43% vs. 89.47%; p < 0.0001) in addition to CV diameter (40% vs. 94.59%; p < 0.0001) for a brachio-cephalic AVF (BC-AVF), respectively. There was also a significant increase in early thrombosis and short-time mortality in the same patients. A multivariate analysis showed that a baseline value for the NLR, PLR, SII, CRP, Ca-P product, and PNI was an independent predictor of adverse outcomes for all of the recruited patients. Furthermore, for all patients, a high baseline value for vessel diameter was a protective factor against any negative events during the study period, except for RA diameter in mortality (p = 0.16). Conclusion: Our findings concluded that higher NLR, PLR, SII, CRP, Ca-P product, and PNI values determined preoperatively were strongly predictive of AVF maturation failure, early thrombosis, and short-time mortality. Moreover, a lower baseline value for vessel diameter was strongly predictive of AVF maturation failure and early thrombosis.
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Establishment of a Nomogram Model for Predicting Cardiovascular and Cerebrovascular Events in Diabetic Nephropathy Patients Receiving Maintenance Hemodialysis. Appl Bionics Biomech 2022; 2022:2909726. [PMID: 35847623 PMCID: PMC9283080 DOI: 10.1155/2022/2909726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 06/07/2022] [Accepted: 06/14/2022] [Indexed: 11/18/2022] Open
Abstract
Objective. The objective of this study is to explore the risk factors of cardiovascular and cerebrovascular events (CCE) in patients with diabetic nephropathy (DN) receiving maintenance hemodialysis, and to establish a nomogram model on this basis. Method. 144 patients with DN receiving maintenance hemodialysis from February 2020 to February 2021 were selected and followed up for 12 months. They were divided into the occurrence and nonoccurrence groups according to whether CCE occurred. The multivariate logistic regression analysis was used to analyze the influencing factors of CCE, and a predictive nomogram model was established. The receiver operating characteristic (ROC) curve was drawn to evaluate the predictive effect of the nomogram model. The Hosmer-Lemeshow method was used to test the calibration degree. Results. Among the patients, 63 patients (43.75%) encountered CCE. Multivariate logistic regression analysis showed that age >60 years old, history of CCE, dialysis age >12 months, systolic blood pressure >140 mmHg, blood phosphorus level >1.5 mmol/L, triglyceride (TG) level >2.30 mmol/l, adiponectin (ADPN) level <5 mg/L, high-sensitivity-C-reactive protein (hs-CRP) level >10 mg/L, hemoglobin (Hb) level <120 g/L, serum creatinine (SCr) level >720 μmol/L, and albumin (ALB) level <40 g/L were independent risk factors for CCE. Based on the above independent risk factors, a nomogram model of CCE was created. ROC curve analysis showed that the area under curve for predicting CCE was 0.881 (95% CI: 0.833~0.919), indicating that the nomogram model had great predictive effect. The Hosmer-Lemeshow method showed that the calibration curve was in good agreement with the standard curve. Conclusion. Age, history of CCE, dialysis age, systolic blood pressure and serum phosphorus, and TG, ADPN, hs-CRP, Hb, SCr, and ALB levels are all influencing factors for the occurrence of CCE in patients with DN receiving maintenance hemodialysis, and the nomogram model has a great predictive effect on CCE.
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Transcriptomic Analysis Identifies Differentially Expressed Genes Associated with Vascular Cuffing and Chronic Inflammation Mediating Early Thrombosis in Arteriovenous Fistula. Biomedicines 2022; 10:biomedicines10020433. [PMID: 35203642 PMCID: PMC8962355 DOI: 10.3390/biomedicines10020433] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 02/03/2022] [Accepted: 02/11/2022] [Indexed: 02/04/2023] Open
Abstract
Arteriovenous fistula (AVF) is vascular access created for hemodialysis in end-stage renal disease patients. AVF creation causes increased blood flow in the outflow vein with increased pressure. Increased blood flow, blood volume, and shear stress causes outward remodeling so that the outflow vein can withstand the increased pressure. Outward remodeling of the vein involved in AVF is necessary for AVF maturation, however, inward remodeling due to excessive neointimal hyperplasia (NIH) and chronic inflammation may end up with vessel thrombosis and AVF maturation failure. Early thrombosis of the vessel may be due to the luminal factors including NIH and chronic inflammation or due to chronic inflammation of the adventitial due to perivascular cuffing. Inflammation may either be due to an immune response to the vascular injury during AVF creation or injury to the surrounding muscles and fascia. Several studies have discussed the role of inflammation in vascular thrombosis due to intimal injury during AVF creation, but there is limited information on the role of inflammation due to surrounding factors like a muscle injury. The concept of perivascular cuffing has been reported in the nervous system, but there is no study of perivascular cuffing in AVF early thrombosis. We performed the bulk RNA sequencing of the femoral arterial tissue and contralateral arteries as we found thrombosed arteries after AVF creation. RNA sequencing revealed several significantly differentially expressed genes (DEGs) related to chronic inflammation and perivascular cuffing, including tripartite motif-containing protein 55 (TRIM55). Additionally, DEGs like myoblast determination protein 1 (MYOD1) increased after muscle injury and relates to skeletal muscle differentiation, and network analysis revealed regulation of various genes regulating inflammation via MYOD1. The findings of this study revealed multiple genes with increased expression in the AVF femoral artery and may provide potential therapeutic targets or biomarkers of early thrombosis in AVF maturation failure. Thus, not only the luminal factors but also the surrounding factors mediating vascular cuffing contribute to vessel thrombosis and AVF failure via early thrombosis, and targeting the key regulatory factors may have therapeutic potential.
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Development and Validation of a Machine Learning Model Predicting Arteriovenous Fistula Failure in a Large Network of Dialysis Clinics. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182312355. [PMID: 34886080 PMCID: PMC8656573 DOI: 10.3390/ijerph182312355] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 11/22/2021] [Indexed: 12/27/2022]
Abstract
Background: Vascular access surveillance of dialysis patients is a challenging task for clinicians. We derived and validated an arteriovenous fistula failure model (AVF-FM) based on machine learning. Methods: The AVF-FM is an XG-Boost algorithm aimed at predicting AVF failure within three months among in-centre dialysis patients. The model was trained in the derivation set (70% of initial cohort) by exploiting the information routinely collected in the Nephrocare European Clinical Database (EuCliD®). Model performance was tested by concordance statistic and calibration charts in the remaining 30% of records. Features importance was computed using the SHAP method. Results: We included 13,369 patients, overall. The Area Under the ROC Curve (AUC-ROC) of AVF-FM was 0.80 (95% CI 0.79–0.81). Model calibration showed excellent representation of observed failure risk. Variables associated with the greatest impact on risk estimates were previous history of AVF complications, followed by access recirculation and other functional parameters including metrics describing temporal pattern of dialysis dose, blood flow, dynamic venous and arterial pressures. Conclusions: The AVF-FM achieved good discrimination and calibration properties by combining routinely collected clinical and sensor data that require no additional effort by healthcare staff. Therefore, it can potentially enable risk-based personalization of AVF surveillance strategies.
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Farrington CA, Cutter G, Allon M. Arteriovenous Fistula Nonmaturation: What's the Immune System Got to Do with It? KIDNEY360 2021; 2:1743-1751. [PMID: 35373006 PMCID: PMC8785854 DOI: 10.34067/kid.0003112021] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Accepted: 09/14/2021] [Indexed: 02/04/2023]
Abstract
Background Arteriovenous fistula (AVF) nonmaturation is a persistent problem, particularly among female and Black patients. Increasingly, the immune system has been recognized as an important contributor to vascular disease, but few studies have examined immune factors relative to AVF maturation outcomes. This study evaluated the association of serum panel reactive antibodies (PRA), a measure of immune system reactivity assessed in patients undergoing kidney transplant evaluation, with AVF nonmaturation. Methods We identified 132 patients at our institution who underwent surgical AVF placement between 2010-2019 and had PRA testing within 1 year of AVF creation. Multivariable logistic regression was used to determine the association of patient demographic and clinical factors, class I and class II PRA levels, and preoperative arterial and venous diameters with AVF maturation outcomes. Results AVF nonmaturation was more likely in females than males (44% versus 20%, P=0.003) and in Black than white patients (40% versus 13%, P=0.001). Class II PRA was higher in females than males (12%±23% versus 4%±13%, P=0.02). In the multivariable model, AVF nonmaturation was associated with class II PRA (adjusted odds ratio [aOR], 1.34 per 10% increase; 95% confidence interval [95% CI], 1.04 to 1.82, P=0.02) and Black race (aOR, 3.34; 95% CI, 1.02 to 10.89, P=0.03), but not with patient sex or preoperative arterial or venous diameters. Conclusions The association of elevated class II PRA with AVF nonmaturation suggests the immune system may play a role in AVF maturation outcomes, especially among female patients.
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Affiliation(s)
| | - Gary Cutter
- School of Public Health, University of Alabama, Birmingham, Alabama
| | - Michael Allon
- Division of Nephrology, University of Alabama at Birmingham, Birmingham, Alabama
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Roca-Tey R, Ramírez de Arellano M, González-Oliva JC, Roda A, Samon R, Ibrik O, Ugalde-Altamirano J, Viladoms J, Calls J. Is fetuin-A a biomarker of dialysis access dysfunction? J Vasc Access 2021; 24:458-464. [PMID: 34325543 DOI: 10.1177/11297298211035846] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND The arteriovenous (AV) access function of hemodialysis (HD) patients can be impaired by afferent artery stiffness due to preexisting microcalcification and by venous stenosis secondary to neointimal hyperplasia in whose development participates an upregulated local inflammatory process. Fetuin-A is a circulating potent inhibitor of vascular calcification and plays an important anti-inflammatory role. The aims of this prospective study were to investigate the relationship between baseline serum fetuin-A levels and: blood flow (QA) values at baseline, AV access failure (thrombosis or intervention for stenosis) during follow-up and primary unassisted AV access patency. METHODS We measured baseline serum fetuin-A levels and QA values of the AV access in 64 HD patients under routine QA surveillance for stenosis. Patients were classified into tertiles according to their baseline fetuin-A levels (g/L): <0.5 (tertile-1), 0.5-1.20 (tertile-2), and >1.20 (tertile-3). RESULTS Fetuin-A was positively correlated with QA (Spearman coefficient = 0.311, p = 0.012). Fourteen patients (21.9%) underwent AV access failure and they had lower fetuin-A (0.59 ± 0.32 g/L) and lower QA (739.4 ± 438.8 mL/min) values at baseline compared with the remaining patients (1.05 ± 0.65 g/L and 1273.0 ± 596.3 mL/min, respectively) (p = 0.027 and p < 0.001, respectively). The AV access failure rate was highest (34.8%) in tertile-1 (lowest fetuin-A level). Unadjusted Cox regression analysis showed a decrease in the risk of AV access patency loss by increasing fetuin-A concentration (hazard ratio 0.395 (95% confidence interval: 1.42-1.69), p = 0.044) but it was not confirmed in the adjusted model, although the hazard ratio was low (0.523). Kaplan-Meier analysis showed that patients in tertile-3 (highest fetuin-A concentration) had the highest primary unassisted AV access patency (λ2 = 4.68, p = 0.030, log-rank test). CONCLUSION If our results are confirmed in further studies, fetuin-A could be used as a circulating biomarker to identify HD patients at greater risk for AV access dysfunction, who would benefit from much closer dialysis access surveillance.
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Affiliation(s)
- Ramon Roca-Tey
- Department of Nephrology, Hospital de Mollet, Fundació Sanitària Mollet, Mollet del Vallès, Barcelona, Spain
| | - Manel Ramírez de Arellano
- Department of Nephrology, Hospital de Terrassa, Consorci Sanitari de Terrassa, Terrassa, Barcelona, Spain
| | - Juan Carlos González-Oliva
- Department of Nephrology, Hospital de Mollet, Fundació Sanitària Mollet, Mollet del Vallès, Barcelona, Spain
| | - Amparo Roda
- Department of Nephrology, Hospital de Mollet, Fundació Sanitària Mollet, Mollet del Vallès, Barcelona, Spain
| | - Rosa Samon
- Department of Nephrology, Hospital de Mollet, Fundació Sanitària Mollet, Mollet del Vallès, Barcelona, Spain
| | - Omar Ibrik
- Department of Nephrology, Hospital de Mollet, Fundació Sanitària Mollet, Mollet del Vallès, Barcelona, Spain
| | - Jessica Ugalde-Altamirano
- Department of Nephrology, Hospital de Mollet, Fundació Sanitària Mollet, Mollet del Vallès, Barcelona, Spain
| | - Jordi Viladoms
- Department of Nephrology, Hospital de Mollet, Fundació Sanitària Mollet, Mollet del Vallès, Barcelona, Spain
| | - Jordi Calls
- Department of Nephrology, Hospital de Mollet, Fundació Sanitària Mollet, Mollet del Vallès, Barcelona, Spain
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Matsubara (松原裕) Y, Kiwan G, Liu (刘佳) J, Gonzalez L, Langford J, Gao (高明杰) M, Gao (高喜翔) X, Taniguchi (谷口良輔) R, Yatsula B, Furuyama (古山正) T, Matsumoto (松本拓也) T, Komori (古森公浩) K, Dardik A. Inhibition of T-Cells by Cyclosporine A Reduces Macrophage Accumulation to Regulate Venous Adaptive Remodeling and Increase Arteriovenous Fistula Maturation. Arterioscler Thromb Vasc Biol 2021; 41:e160-e174. [PMID: 33472405 PMCID: PMC7904667 DOI: 10.1161/atvbaha.120.315875] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
OBJECTIVE Arteriovenous fistulae (AVF) are the preferred vascular access for hemodialysis, but the primary success rate of AVF remains poor. Successful AVF maturation requires vascular wall thickening and outward remodeling. A key factor determining successful AVF maturation is inflammation that is characterized by accumulation of both T-cells and macrophages. We have previously shown that anti-inflammatory (M2) macrophages are critically important for vascular wall thickening during venous remodeling; therefore, regulation of macrophage accumulation may be an important mechanism promoting AVF maturation. Since CD4+ T-cells such as T-helper type 1 cells, T-helper type 2 cells, and regulatory T-cells can induce macrophage migration, proliferation, and polarization, we hypothesized that CD4+ T-cells regulate macrophage accumulation to promote AVF maturation. Approach and Results: In a mouse aortocaval fistula model, T-cells temporally precede macrophages in the remodeling AVF wall. CsA (cyclosporine A; 5 mg/kg, sq, daily) or vehicle (5% dimethyl sulfoxide) was administered to inhibit T-cell function during venous remodeling. CsA reduced the numbers of T-helper type 1 cells, T-helper type 2, and regulatory T-cells, as well as M1- and M2-macrophage accumulation in the wall of the remodeling fistula; these effects were associated with reduced vascular wall thickening and increased outward remodeling in wild-type mice. However, these effects were eliminated in nude mice, showing that the effects of CsA on macrophage accumulation and adaptive venous remodeling are T-cell-dependent. CONCLUSIONS T-cells regulate macrophage accumulation in the maturing venous wall to control adaptive remodeling. Regulation of T-cells during AVF maturation may be a strategy that can improve AVF maturation. Graphic Abstract: A graphic abstract is available for this article.
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Affiliation(s)
- Yutaka Matsubara (松原裕)
- Vascular Biology and Therapeutics Program (Y.M., G.K., J. Liu, L.G., J. Langford, M.G., X.G., R.T., B.Y., A.D.), Yale School of Medicine, New Haven, CT
- Department of Surgery and Sciences, Kyushu University, Fukuoka, Japan (Y.M., T.F.)
| | - Gathe Kiwan
- Vascular Biology and Therapeutics Program (Y.M., G.K., J. Liu, L.G., J. Langford, M.G., X.G., R.T., B.Y., A.D.), Yale School of Medicine, New Haven, CT
| | - Jia Liu (刘佳)
- Vascular Biology and Therapeutics Program (Y.M., G.K., J. Liu, L.G., J. Langford, M.G., X.G., R.T., B.Y., A.D.), Yale School of Medicine, New Haven, CT
| | - Luis Gonzalez
- Vascular Biology and Therapeutics Program (Y.M., G.K., J. Liu, L.G., J. Langford, M.G., X.G., R.T., B.Y., A.D.), Yale School of Medicine, New Haven, CT
| | - John Langford
- Vascular Biology and Therapeutics Program (Y.M., G.K., J. Liu, L.G., J. Langford, M.G., X.G., R.T., B.Y., A.D.), Yale School of Medicine, New Haven, CT
| | - Mingjie Gao (高明杰)
- Vascular Biology and Therapeutics Program (Y.M., G.K., J. Liu, L.G., J. Langford, M.G., X.G., R.T., B.Y., A.D.), Yale School of Medicine, New Haven, CT
| | - Xixiang Gao (高喜翔)
- Vascular Biology and Therapeutics Program (Y.M., G.K., J. Liu, L.G., J. Langford, M.G., X.G., R.T., B.Y., A.D.), Yale School of Medicine, New Haven, CT
| | - Ryosuke Taniguchi (谷口良輔)
- Vascular Biology and Therapeutics Program (Y.M., G.K., J. Liu, L.G., J. Langford, M.G., X.G., R.T., B.Y., A.D.), Yale School of Medicine, New Haven, CT
| | - Bogdan Yatsula
- Vascular Biology and Therapeutics Program (Y.M., G.K., J. Liu, L.G., J. Langford, M.G., X.G., R.T., B.Y., A.D.), Yale School of Medicine, New Haven, CT
| | | | | | - Kimihiro Komori (古森公浩)
- Division of Vascular Surgery, Department of Surgery, Nagoya University Graduate School of Medicine, Japan (K.K.)
| | - Alan Dardik
- Vascular Biology and Therapeutics Program (Y.M., G.K., J. Liu, L.G., J. Langford, M.G., X.G., R.T., B.Y., A.D.), Yale School of Medicine, New Haven, CT
- Division of Vascular and Endovascular Surgery, Department of Surgery (A.D.), Yale School of Medicine, New Haven, CT
- Department of Surgery, VA Connecticut Healthcare Systems, West Haven, CT (A.D.)
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Matsubara Y, Kiwan G, Fereydooni A, Langford J, Dardik A. Distinct subsets of T cells and macrophages impact venous remodeling during arteriovenous fistula maturation. JVS Vasc Sci 2020; 1:207-218. [PMID: 33748787 PMCID: PMC7971420 DOI: 10.1016/j.jvssci.2020.07.005] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Patients with end-stage renal failure depend on hemodialysis indefinitely without renal transplantation, requiring a long-term patent vascular access. While the arteriovenous fistula (AVF) remains the preferred vascular access for hemodialysis because of its longer patency and fewer complications compared with other vascular accesses, the primary patency of AVF is only 50-60%, presenting a clinical need for improvement. AVF mature by developing a thickened vascular wall and increased diameter to adapt to arterial blood pressure and flow volume. Inflammation plays a critical role during vascular remodeling and fistula maturation; increased shear stress triggers infiltration of T-cells and macrophages that initiate inflammation, with involvement of several different subsets of T-cells and macrophages. We review the literature describing distinct roles of the various subsets of T-cells and macrophages during vascular remodeling. Immunosuppression with sirolimus or prednisolone reduces neointimal hyperplasia during AVF maturation, suggesting novel approaches to enhance vascular remodeling. However, M2 macrophages and CD4+ T-cells play essential roles during AVF maturation, suggesting that total immunosuppression may suppress adaptive vascular remodeling. Therefore it is likely that regulation of inflammation during fistula maturation will require a balanced approach to coordinate the various inflammatory cell subsets. Advances in immunosuppressive drug development and delivery systems may allow for more targeted regulation of inflammation to improve vascular remodeling and enhance AVF maturation.
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Affiliation(s)
- Yutaka Matsubara
- Vascular Biology and Therapeutics Program, Yale School of Medicine, New Haven, CT.,Department of Surgery and Sciences, Kyushu University, Fukuoka, Japan
| | - Gathe Kiwan
- Vascular Biology and Therapeutics Program, Yale School of Medicine, New Haven, CT
| | - Arash Fereydooni
- Vascular Biology and Therapeutics Program, Yale School of Medicine, New Haven, CT
| | - John Langford
- Vascular Biology and Therapeutics Program, Yale School of Medicine, New Haven, CT
| | - Alan Dardik
- Vascular Biology and Therapeutics Program, Yale School of Medicine, New Haven, CT.,Division of Vascular and Endovascular Surgery, Department of Surgery, Yale School of Medicine, New Haven, CT.,Department of Surgery, VA Connecticut Healthcare Systems, West Haven, CT
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