Predictive parameters of arteriovenous fistula maturation in patients with end-stage renal disease

Background: The objevctive of the present study was to explore the potential influence of blood markers and patient factors such as risk factors, kidney function profile, coagulation profile, lipid profile, body mass index, blood pressure, and vein diameter on the maturation of arteriovenous fistula...

Full description

Bibliographic Details
Main Authors: Muhammad A. Siddiqui, Suhel Ashraff, Derek Santos, Robert Rush, Thomas Carline, Zahid Raza
Format: Article
Language:English
Published: The Korean Society of Nephrology 2018-09-01
Series:Kidney Research and Clinical Practice
Subjects:
Online Access:https://doi.org/10.23876/j.krcp.2018.37.3.277
id doaj-63bcb4149c25492ea2dfef9c52718fe0
record_format Article
spelling doaj-63bcb4149c25492ea2dfef9c52718fe02020-11-24T21:08:05ZengThe Korean Society of NephrologyKidney Research and Clinical Practice2211-91322018-09-0137327728610.23876/j.krcp.2018.37.3.277j.krcp.2018.37.3.277Predictive parameters of arteriovenous fistula maturation in patients with end-stage renal diseaseMuhammad A. Siddiqui0Suhel Ashraff1Derek Santos2Robert Rush3Thomas Carline4Zahid Raza5Department of Research and Performance Support, Saskatchewan Health Authority, Regina, SK, CanadaDepartment of Diabetes and Endocrinology, Royal Victoria Infirmary, Newcastle, UKSchool of Health Sciences, Queen Margaret University, Edinburgh, UKSchool of Health Sciences, Queen Margaret University, Edinburgh, UKSchool of Health Sciences, Queen Margaret University, Edinburgh, UKDepartment of Vascular Surgery, Royal Infirmary, Edinburgh, UKBackground: The objevctive of the present study was to explore the potential influence of blood markers and patient factors such as risk factors, kidney function profile, coagulation profile, lipid profile, body mass index, blood pressure, and vein diameter on the maturation of arteriovenous fistula (AVF) in patients with end-stage renal disease. Methods: Retrospective data from 300 patients who had undergone AVF creation at the Royal Infirmary of Edinburgh were examined. A predictive logistic regression model was developed using a backward stepwise procedure. Model performance, discrimination, and calibration were assessed using the receiver operating characteristic (ROC) curve and Hosmer-Lemeshow goodness-of-fit test. The final model was externally validated by 100 prospective patients who received a new fistula at the Royal Infirmary of Edinburgh. Results: A total of 400 (300 retrospective and 100 prospective) patients were recruited for this study, with a mean age of 60.14 ± 15.9 years (development set) and 58 ± 15 years (validation set), respectively (P = 0.208). Study results showed that males were twice as likely to undergo fistula maturation as females, while patients with no evidence of peripheral vascular disease (PVD) were three times more likely to mature their fistula and a preoperative vein diameter > 2.5 mm resulted in a fivefold increase in fistula maturation as compared with a vein size of less than 2.5 mm. The model for fistula maturation had fair discrimination, as indicated by the area under the ROC curve (0.68), but good calibration as indicated by the Hosmer-Lemeshow test (P = 0.79). The area under the receiver operating curve for the validation model in the validation set was 0.59. Similarly, in the validation set, the Hosmer-Lemeshow statistic indicated an agreement between the observed and predicted probabilities of maturation (P⟩ 0.05). Conclusion: Gender, PVD, and vein size are independent predictors of AVF maturation. The clinical utility of these risk categories in the maturation of AVF requires further evaluation in longer follow-up.https://doi.org/10.23876/j.krcp.2018.37.3.277Arteriovenous fistulaRenal dialysisVascular access
collection DOAJ
language English
format Article
sources DOAJ
author Muhammad A. Siddiqui
Suhel Ashraff
Derek Santos
Robert Rush
Thomas Carline
Zahid Raza
spellingShingle Muhammad A. Siddiqui
Suhel Ashraff
Derek Santos
Robert Rush
Thomas Carline
Zahid Raza
Predictive parameters of arteriovenous fistula maturation in patients with end-stage renal disease
Kidney Research and Clinical Practice
Arteriovenous fistula
Renal dialysis
Vascular access
author_facet Muhammad A. Siddiqui
Suhel Ashraff
Derek Santos
Robert Rush
Thomas Carline
Zahid Raza
author_sort Muhammad A. Siddiqui
title Predictive parameters of arteriovenous fistula maturation in patients with end-stage renal disease
title_short Predictive parameters of arteriovenous fistula maturation in patients with end-stage renal disease
title_full Predictive parameters of arteriovenous fistula maturation in patients with end-stage renal disease
title_fullStr Predictive parameters of arteriovenous fistula maturation in patients with end-stage renal disease
title_full_unstemmed Predictive parameters of arteriovenous fistula maturation in patients with end-stage renal disease
title_sort predictive parameters of arteriovenous fistula maturation in patients with end-stage renal disease
publisher The Korean Society of Nephrology
series Kidney Research and Clinical Practice
issn 2211-9132
publishDate 2018-09-01
description Background: The objevctive of the present study was to explore the potential influence of blood markers and patient factors such as risk factors, kidney function profile, coagulation profile, lipid profile, body mass index, blood pressure, and vein diameter on the maturation of arteriovenous fistula (AVF) in patients with end-stage renal disease. Methods: Retrospective data from 300 patients who had undergone AVF creation at the Royal Infirmary of Edinburgh were examined. A predictive logistic regression model was developed using a backward stepwise procedure. Model performance, discrimination, and calibration were assessed using the receiver operating characteristic (ROC) curve and Hosmer-Lemeshow goodness-of-fit test. The final model was externally validated by 100 prospective patients who received a new fistula at the Royal Infirmary of Edinburgh. Results: A total of 400 (300 retrospective and 100 prospective) patients were recruited for this study, with a mean age of 60.14 ± 15.9 years (development set) and 58 ± 15 years (validation set), respectively (P = 0.208). Study results showed that males were twice as likely to undergo fistula maturation as females, while patients with no evidence of peripheral vascular disease (PVD) were three times more likely to mature their fistula and a preoperative vein diameter > 2.5 mm resulted in a fivefold increase in fistula maturation as compared with a vein size of less than 2.5 mm. The model for fistula maturation had fair discrimination, as indicated by the area under the ROC curve (0.68), but good calibration as indicated by the Hosmer-Lemeshow test (P = 0.79). The area under the receiver operating curve for the validation model in the validation set was 0.59. Similarly, in the validation set, the Hosmer-Lemeshow statistic indicated an agreement between the observed and predicted probabilities of maturation (P⟩ 0.05). Conclusion: Gender, PVD, and vein size are independent predictors of AVF maturation. The clinical utility of these risk categories in the maturation of AVF requires further evaluation in longer follow-up.
topic Arteriovenous fistula
Renal dialysis
Vascular access
url https://doi.org/10.23876/j.krcp.2018.37.3.277
work_keys_str_mv AT muhammadasiddiqui predictiveparametersofarteriovenousfistulamaturationinpatientswithendstagerenaldisease
AT suhelashraff predictiveparametersofarteriovenousfistulamaturationinpatientswithendstagerenaldisease
AT dereksantos predictiveparametersofarteriovenousfistulamaturationinpatientswithendstagerenaldisease
AT robertrush predictiveparametersofarteriovenousfistulamaturationinpatientswithendstagerenaldisease
AT thomascarline predictiveparametersofarteriovenousfistulamaturationinpatientswithendstagerenaldisease
AT zahidraza predictiveparametersofarteriovenousfistulamaturationinpatientswithendstagerenaldisease
_version_ 1716760925058367488