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Bate S, McGovern D, Costigliolo F, Tan PG, Kratky V, Scott J, Chapman GB, Brown N, Floyd L, Brilland B, Martín-Nares E, Aydın MF, Ilyas D, Butt A, Nic an Riogh E, Kollar M, Lees JS, Yildiz A, Hinojosa-Azaola A, Dhaygude A, Roberts SA, Rosenberg A, Wiech T, Pusey CD, Jones RB, Jayne DR, Bajema I, Jennette JC, Stevens KI, Augusto JF, Mejía-Vilet JM, Dhaun N, McAdoo SP, Tesar V, Little MA, Geetha D, Brix SR. The Improved Kidney Risk Score in ANCA-Associated Vasculitis for Clinical Practice and Trials. J Am Soc Nephrol 2024; 35:335-346. [PMID: 38082490 PMCID: PMC10914211 DOI: 10.1681/asn.0000000000000274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 11/03/2023] [Indexed: 01/27/2024] Open
Abstract
SIGNIFICANCE STATEMENT Reliable prediction tools are needed to personalize treatment in ANCA-associated GN. More than 1500 patients were collated in an international longitudinal study to revise the ANCA kidney risk score. The score showed satisfactory performance, mimicking the original study (Harrell's C=0.779). In the development cohort of 959 patients, no additional parameters aiding the tool were detected, but replacing the GFR with creatinine identified an additional cutoff. The parameter interstitial fibrosis and tubular atrophy was modified to allow wider access, risk points were reweighted, and a fourth risk group was created, improving predictive ability (C=0.831). In the validation, the new model performed similarly well with excellent calibration and discrimination ( n =480, C=0.821). The revised score optimizes prognostication for clinical practice and trials. BACKGROUND Reliable prediction tools are needed to personalize treatment in ANCA-associated GN. A retrospective international longitudinal cohort was collated to revise the ANCA renal risk score. METHODS The primary end point was ESKD with patients censored at last follow-up. Cox proportional hazards were used to reweight risk factors. Kaplan-Meier curves, Harrell's C statistic, receiver operating characteristics, and calibration plots were used to assess model performance. RESULTS Of 1591 patients, 1439 were included in the final analyses, 2:1 randomly allocated per center to development and validation cohorts (52% male, median age 64 years). In the development cohort ( n =959), the ANCA renal risk score was validated and calibrated, and parameters were reinvestigated modifying interstitial fibrosis and tubular atrophy allowing semiquantitative reporting. An additional cutoff for kidney function (K) was identified, and serum creatinine replaced GFR (K0: <250 µ mol/L=0, K1: 250-450 µ mol/L=4, K2: >450 µ mol/L=11 points). The risk points for the percentage of normal glomeruli (N) and interstitial fibrosis and tubular atrophy (T) were reweighted (N0: >25%=0, N1: 10%-25%=4, N2: <10%=7, T0: none/mild or <25%=0, T1: ≥ mild-moderate or ≥25%=3 points), and four risk groups created: low (0-4 points), moderate (5-11), high (12-18), and very high (21). Discrimination was C=0.831, and the 3-year kidney survival was 96%, 79%, 54%, and 19%, respectively. The revised score performed similarly well in the validation cohort with excellent calibration and discrimination ( n =480, C=0.821). CONCLUSIONS The updated score optimizes clinicopathologic prognostication for clinical practice and trials.
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Affiliation(s)
- Sebastian Bate
- Manchester Academic Health Science Centre, Manchester University NHS Foundation Trust, Manchester, United Kingdom
- Division of Population Health, Health Services Research, and Primary Care, Centre for Biostatistics, University of Manchester, Manchester, United Kingdom
| | - Dominic McGovern
- Glasgow Renal and Transplant Unit, Queen Elizabeth University Hospital, Glasgow, United Kingdom
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, United Kingdom
- Department of Medicine, University of Cambridge, Cambridge, United Kingdom
- Department of Renal Medicine, Vasculitis Clinic, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Francesca Costigliolo
- Division of Nephrology, Dialysis and Transplantation, University of Genova, Genova, Italy
- Department of Internal Medicine and IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Pek Ghe Tan
- Imperial College Renal and Transplant Centre, Hammersmith Hospital, Imperial College Healthcare NHS Trust, London, United Kingdom
- Renal Unit, Northern Health, Victoria, Australia
| | - Vojtech Kratky
- 1st Faculty of Medicine, Charles University, Prague, Czechia
- Department of Nephrology, General University Hospital, Prague, Czechia
| | - Jennifer Scott
- Trinity Kidney Centre, Trinity College Dublin, Dublin, Ireland
| | - Gavin B. Chapman
- University/BHF Centre for Cardiovascular Science, University of Edinburgh and Department of Renal Medicine, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom
| | - Nina Brown
- Division of Cardiovascular Sciences, University of Manchester, Manchester, United Kingdom
- Renal Department, Salford Royal Hospital, Northern Care Alliance NHS Foundation Trust, Salford, United Kingdom
| | - Lauren Floyd
- Division of Cardiovascular Sciences, University of Manchester, Manchester, United Kingdom
- Renal Department, Royal Preston Hospital, Lancashire Teaching Hospitals NHS Foundation Trust, Preston, United Kingdom
| | - Benoit Brilland
- Service de Néphrologie-Dialyse-Transplantation, CHU d’Angers, Angers, France
| | - Eduardo Martín-Nares
- Departments of Immunology and Rheumatology, Nephrology and Mineral Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | | | - Duha Ilyas
- Division of Cardiovascular Sciences, University of Manchester, Manchester, United Kingdom
- Renal, Transplantation and Urology Unit, Manchester University NHS Foundation Trust, Manchester, United Kingdom
| | - Arslan Butt
- Renal Department, Salford Royal Hospital, Northern Care Alliance NHS Foundation Trust, Salford, United Kingdom
| | | | - Marek Kollar
- Department of Pathology, Institute for Clinical and Experimental Medicine, Prague, Czechia
| | - Jennifer S. Lees
- Glasgow Renal and Transplant Unit, Queen Elizabeth University Hospital, Glasgow, United Kingdom
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, United Kingdom
| | - Abdülmecit Yildiz
- Division of Nephrology, Bursa Uludağ University School of Medicine, Bursa, Turkey
| | - Andrea Hinojosa-Azaola
- Departments of Immunology and Rheumatology, Nephrology and Mineral Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Ajay Dhaygude
- Renal Department, Royal Preston Hospital, Lancashire Teaching Hospitals NHS Foundation Trust, Preston, United Kingdom
| | - Stephen A. Roberts
- Manchester Academic Health Science Centre, Manchester University NHS Foundation Trust, Manchester, United Kingdom
- Division of Population Health, Health Services Research, and Primary Care, Centre for Biostatistics, University of Manchester, Manchester, United Kingdom
| | - Avi Rosenberg
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Thorsten Wiech
- University Medical Center Hamburg-Eppendorf, Institute of Pathology, Hamburg, Germany
| | - Charles D. Pusey
- Imperial College Renal and Transplant Centre, Hammersmith Hospital, Imperial College Healthcare NHS Trust, London, United Kingdom
- Centre for Inflammatory Disease, Department of Immunology and Inflammation, Imperial College London, London, United Kingdom
| | - Rachel B. Jones
- Department of Medicine, University of Cambridge, Cambridge, United Kingdom
- Department of Renal Medicine, Vasculitis Clinic, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - David R.W. Jayne
- Department of Medicine, University of Cambridge, Cambridge, United Kingdom
- Department of Renal Medicine, Vasculitis Clinic, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Ingeborg Bajema
- Department of Pathology, Groningen University Medical Center, Groningen, The Netherlands
| | - J. Charles Jennette
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Kate I. Stevens
- Glasgow Renal and Transplant Unit, Queen Elizabeth University Hospital, Glasgow, United Kingdom
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, United Kingdom
| | | | - Juan Manuel Mejía-Vilet
- Departments of Immunology and Rheumatology, Nephrology and Mineral Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Neeraj Dhaun
- University/BHF Centre for Cardiovascular Science, University of Edinburgh and Department of Renal Medicine, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom
| | - Stephen P. McAdoo
- Imperial College Renal and Transplant Centre, Hammersmith Hospital, Imperial College Healthcare NHS Trust, London, United Kingdom
- Centre for Inflammatory Disease, Department of Immunology and Inflammation, Imperial College London, London, United Kingdom
| | - Vladimir Tesar
- 1st Faculty of Medicine, Charles University, Prague, Czechia
- Department of Nephrology, General University Hospital, Prague, Czechia
| | - Mark A. Little
- Trinity Kidney Centre, Trinity College Dublin, Dublin, Ireland
| | - Duruvu Geetha
- Division of Nephrology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Silke R. Brix
- Manchester Academic Health Science Centre, Manchester University NHS Foundation Trust, Manchester, United Kingdom
- Renal, Transplantation and Urology Unit, Manchester University NHS Foundation Trust, Manchester, United Kingdom
- Division of Cell Matrix Biology and Regenerative Medicine, University of Manchester, Manchester, United Kingdom
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Nic an Riogh E, Gogarty E, Reedy B, Verrelli A, Elhassan E, Scott J, White A, Little M. MO214: Health-Related Quality of Life Among Patients With Anca Vasculitis. Nephrol Dial Transplant 2022. [PMCID: PMC9383844 DOI: 10.1093/ndt/gfac067.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND AND AIMS Anti-neutrophil cytoplasmic antibody-associated vasculitis (AAV) is a debilitating disease that can have a significant impact on a patient's quality of life. The aim of this study was to assess the longitudinal quality of life amongst those diagnosed with AAV using the EQ-5D instrument, which allows for calculation of quality-adjusted life years (QALYs.) METHOD A total of 343 patients with AAV participated in this study, of which 191 (55.7%) were male, resulting in 2746 episodes. The EQ-5D-5L standardised instrument was used to evaluate health-related quality of life in the domains of mobility, self-care, usual activities, pain/discomfort, anxiety/depression and to generate a summary index score. Overall health was also rated using a visual analogue scale (0–100). EQ-5D questionnaires were completed during routine nephrology clinic attendances and through a vasculitis patient support smartphone app. We used a random effects model to control for multiple entries relating to individual patients. RESULTS A lower quality of life was seen amongst those with AAV (median index value 0.80, overall population average 0.856). The mean visual analogue scale score was 75.6 ± 17.3 (overall population average 82.8, Fig. 1). Patients’ pain and discomfort level (mean 1.95) was most affected while self-care (mean 1.33) was least affected (Fig. 1). An increase in BVAS tightly correlated with a reduction in quality of life. Using the random effects model, the index score was seen to decrease with increasing age with a 2.7% reduction in index score per decade. A 7% reduction in index score was seen during periods of disease activity compared with periods of remission. Patients with end-stage kidney disease requiring dialysis had an 8% reduction in index score. A reduced quality of life was seen following COVID-19 lockdown with a 5% reduction in index score seen. Using a median survival rate of 6.16 years for patients with small vessel vasculitis, we calculated the QALYs for this population as 4.9 years. CONCLUSION We have defined for the first time the EQ-5D index value over the full disease course in patients with AAV. Notably, we have identified a reduction in quality of life during periods of disease activity. Other studies have demonstrated a reduction in quality of life during active disease using the AAV–PRO questionnaire and the Medical Outcomes Study Short Form-36. A decrease in work productivity has also been noted. Previously reported mean index values of 0.72 and 0.76 were lower than our observed values, although both are significantly reduced compared with population norms. In conclusion, this research highlights the negative impact of AAV on patients’ lives.
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Affiliation(s)
| | - Eoin Gogarty
- School of Computer Science and Statistics, Trinity College Dublin, Ireland
| | | | | | | | | | - Arthur White
- School of Computer Science and Statistics, Trinity College Dublin, Ireland
| | - Mark Little
- Tallaght University Hospital, Renal, Ireland
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Nic an Riogh E, Dunne E, Cowley S, Leamy K, McCarthy G, Kenny D, Stack J. Dynamic platelet function: A novel biomarker in inflammatory arthritis? PLoS One 2022; 17:e0261825. [PMID: 35077469 PMCID: PMC8789097 DOI: 10.1371/journal.pone.0261825] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Accepted: 12/12/2021] [Indexed: 11/18/2022] Open
Abstract
Background Patients with inflammatory arthritis die prematurely of cardiovascular disease. Inflammation activates platelets. Since treatment of inflammatory arthritis is associated with reduced mortality, and decreased platelet reactivity reduces cardiovascular events, we hypothesised that platelet reactivity as measured by dynamic platelet function (DPF) would be increased in patients with inflammatory arthritis and that reactivity could be reduced with therapeutic intervention. Objectives To characterise platelet function using a validated physiological assay in patients with inflammatory arthritis before and after disease improvement. Methods 22 patients were recruited and treated as per local protocol. DPF was measured at baseline and after clinical improvement. Video microscopy was utilised to measure dynamic platelet behaviour in microliters of blood perfused over von Willebrand factor (VWF) at arterial shear rates (1500 s-1). Motion-analysis software measured the number of platelets interacting with VWF, translocating across VWF, the speed and distance platelets travelled across VWF, and stably adhering to the surface. Platelet parameters at baseline and following improvement were compared using Wilcoxon signed rank test and paired student t-test. Changes in platelet function were correlated to inflammatory disease markers by Pearson Correlation. Results 18 patients completed the study. Platelet adhesion decreased and platelet motion increased following treatment. Tender joint count correlated with platelet adhesion (Pearson r = 0.616, p≤0.01) while CRP correlated with velocity of platelet movement (Pearson r = 0.563, p≤0.01). Conclusions Improvement in clinical markers of inflammation is associated with a corresponding change in platelet function. Given the association between reduced mortality and decreased platelet reactivity our results suggest that an appropriate assay of platelet function could guide future therapy of patients with inflammatory arthritis.
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Affiliation(s)
- Eithne Nic an Riogh
- Rheumatology Department, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Eimear Dunne
- Royal College of Surgeons in Ireland (RCSI), Dublin, Ireland
| | - Sharon Cowley
- Rheumatology Department, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Kelly Leamy
- Rheumatology Department, Mater Misericordiae University Hospital, Dublin, Ireland
- School of Medicine, University College Dublin, Dublin, Ireland
| | - Geraldine McCarthy
- Rheumatology Department, Mater Misericordiae University Hospital, Dublin, Ireland
- School of Medicine, University College Dublin, Dublin, Ireland
| | - Dermot Kenny
- Royal College of Surgeons in Ireland (RCSI), Dublin, Ireland
| | - John Stack
- Rheumatology Department, Mater Misericordiae University Hospital, Dublin, Ireland
- * E-mail:
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