Paulo Filipe Severino1,2, Catarina Bolotinha3, Ana Luísa Papoila1,4, Carlos Brás-Geraldes5,4, Alexandrina Dos Santos3, Vanda Rute Patrício Palmeiro3, Ana Paula Fernandes3, Ana Franca3. 1. NOVA Medical School/Faculdade de Ciências Médicas, Universidade Nova de Lisboa, Portugal. 2. Department for Quality in Health, Directorate-General of Health/Departamento da Qualidade na Saúde, Direção-Geral da Saúde, Portugal. 3. National Transplant Coordination/Coordenação Nacional da Transplantação, Instituto Português do Sangue e da Transplantação, IP, Portugal. 4. Centre of Statistics and its Applications/Centro de Estatística e Aplicações, Universidade de Lisboa, Portugal. 5. Instituto Superior de Engenharia de Lisboa, Instituto Politécnico de Lisboa, Portugal.
Abstract
BACKGROUND: Despite all efforts, the demand for organs increases. New and better strategies are still needed, critical in a crisis like pandemics. METHODOLOGY: A mathematical approach that integrates need, Opportunity, and Accessibility to kidney transplantation, was created. NOA method, corresponds to the lateral surface area of a trigonal pyramid with the need, Opportunity, and Accessibility as axis, resulting in an intuitional chart output (NOA chart) and a percentage score (NOA score). Higher NOA scores are associated with larger NOA chart areas. METHOD APPLICATION: We found some natural variability among the European Member States regarding Need, Opportunity, and Accessibility to kidney transplantation, concomitant with NOA scores. In 2019, in the European Union, 129 patients pmp on the waiting list for a kidney transplant were registered, 47 kidneys pmp were procured, and 36 kidneys pmp were transplanted, corresponding to 25% of kidney transplantation's response capacity. CONCLUSION: Transplantation is frequently the better treatment for end-stage kidney failure. NOA method may be, in the future, an indicator for evaluating the overall transplantation performance regarding the need for it and a tool for policy definition. With NOA method we seek to contribute for: •A transplantation overall performance normalizing score;•Transplantation response capacity evaluation.
BACKGROUND: Despite all efforts, the demand for organs increases. New and better strategies are still needed, critical in a crisis like pandemics. METHODOLOGY: A mathematical approach that integrates need, Opportunity, and Accessibility to kidney transplantation, was created. NOA method, corresponds to the lateral surface area of a trigonal pyramid with the need, Opportunity, and Accessibility as axis, resulting in an intuitional chart output (NOA chart) and a percentage score (NOA score). Higher NOA scores are associated with larger NOA chart areas. METHOD APPLICATION: We found some natural variability among the European Member States regarding Need, Opportunity, and Accessibility to kidney transplantation, concomitant with NOA scores. In 2019, in the European Union, 129 patients pmp on the waiting list for a kidney transplant were registered, 47 kidneys pmp were procured, and 36 kidneys pmp were transplanted, corresponding to 25% of kidney transplantation's response capacity. CONCLUSION: Transplantation is frequently the better treatment for end-stage kidney failure. NOA method may be, in the future, an indicator for evaluating the overall transplantation performance regarding the need for it and a tool for policy definition. With NOA method we seek to contribute for: •A transplantation overall performance normalizing score;•Transplantation response capacity evaluation.
Specifications tableNumber of patients ever active on the waiting list for kidney transplantation;Number of kidneys procured;Number of kidney transplanted patients.No specific graph making software.
Introduction
When Otto Lanz stated, in 1894, a treatment “which aims to replace the organ that has lost its function in the organism”, it seemed pure speculation and science fiction. However, transplantation became one of the 20th century's most outstanding achievements. Organ transplantation is, nowadays, recognized as the best and frequently the only life-saving therapy for end-stage organ failure [1]. Recent data from the World Health Organization – WHO (at: https://www.who.int/transplantation/donation/taskforce-transplantation/en/) and the Global Observatory on Donation and Transplantation – GODT (at: http://www.transplant-observatory.org/contador1) announces more than 153,000 solid organ transplants worldwide annually. Despite this, number estimates represent less than 10% of the global need. Moreover, there is a huge gap in the availability and access to transplantation, with organ donation and transplantation rates varying widely between WHO regions (at: https://www.who.int/transplantation/knowledgebase/en/). Tremendous efforts to combat organ shortage remain a significant obstacle, imposing restrictions for the patients who can benefit from transplantation [2,3]. Although organ transplantation saves thousands of lives and ameliorates the quality of life of thousands more, many people will die because organ supply is scarce. Organ transplantation systems still need to improve resource use, particularly under budget constraints and more demanding circumstances like the current Pandemic. Accordingly, optimizing organ donation is one of the leading global goals for self-sufficiency. Geographic populations are heterogeneous, and differences in Donation-Transplantation activities among countries rely on population profiles, health, social and political systems [4]. Transplantation must also reflect equity, and to attain this, transparency and accountability are crucial [5]. Performance assessment is a crucial driver to quality improvement in transplantation. Donation and transplantation activities’ indicators are often used to assess their performance, contributing to enhancing transparency [6]. Donation and Transplantation data, presented in terms of population rates: per million of the population – pmp, are currently the reference analysis approach. Nevertheless, there is still a need for a consensual assessment of the transplantation system [7]. Effectively, when thinking on the Portuguese experience, despite the favorable rates of donation and transplantation, our perception, based on the waiting lists, is still of concern. Regardless of all efforts in fighting organ shortage, the gap between the waiting lists and transplantation is still a drawback. Then, some questions arise:How to recognize the relevance of the need for kidney transplantation?How to respond to patient's needs for kidney transplantation?How to measure the overall patients’ need for kidney transplantation responsiveness?Bearing in mind these questions, we propose the NOA method, which integrates Need, Opportunity, and Accessibility to kidney transplantation.
Methodology
Design and setting
NOA method integrates the following three fundamental dimensions: Need (N), Opportunity (O), and Accessibility (A) to kidney transplantation is conceptually designed as the following equation:This equation gives a percentage score – NOA score, reflecting the combination of the paired effectiveness areas Need-Opportunity, Opportunity-Accessibility, and Need-Accessibility. These areas can be presented in a three-dimensional Kiviat diagram with the Need, Opportunity, and Accessibility dimensions as axis – NOA chart. Higher NOA scores and greater NOA chart areas correspond to higher overall performance of kidney transplantation regarding the need for it.
Populations and samples
Target populations:Patients pmp ever active on the waiting list (eaWL), yearly, for kidney transplantation.Yearly kidney donors (actual deceased and living kidney donors) pmp.Yearly kidney transplanted patients pmp.Accessible populations:Patients pmp eaWL, yearly, for kidney transplantation from European Member States (EU MS).Yearly kidney donors pmp from EU MSYearly kidney transplanted patients pmp from EU MS.Sampling:Patients pmp eaWL, during 2019, for kidney transplantation from EU MS.2019 kidney donors pmp from EU MS.2019 kidney transplanted patients pmp from EU MS.
Data collection, analysis, and procedure
Data regards kidney activities, between 2004 and 2019 in EU MS, published in the Transplant Newsletter – International Figures on Donation and Transplantation of the European Directorate for the Quality of Medicines (EDQM) and in the GODT.Population subsets were converted into the variables: Need, Opportunity, and Accessibility to kidney transplantation as follows:Need – number of patients listed yearly for kidney transplantation corresponds to the number of patients eaWL.Opportunity – number of yearly kidneys procured from deceased and living donors for transplantation. When the number of kidneys from deceased donors was not available, it was assumed as twice the number of the deceased donors, giving the natural duplicity of this organ. We also envisaged the kidneys donated under exchange programs and cross-border programs. Every kidney allocated to a second country represents an intention to transplant, and donated kidneys received from a second country represent, effectively, an opportunity gain.Accessibility – number of yearly kidney transplants.These variables represent the three fundamental dimensions of the NOA method. We assumed that Opportunity is never higher than Need. On the other hand, Accessibility is never higher than Opportunity, considering that there is no transplantation without a procured organ (accounted for the Opportunity value). In this sense, the NOA method is free from identifiability issues (different dimensional values conducting to equal NOA scores).Variables and NOA scores were calculated for the period 2004–2019, as described, for each EU MS 2019 subset of data, are presented in bar charts along with NOA charts allowing the perception of NOA method intuitiveness.
Method application
Timelines of the Need, Opportunity, and Accessibility to kidney transplantation between 2004 and 2019 (Fig. 1), displayed variability reflecting the natural variability of waiting lists, kidneys procured, and transplants over time, along with the NOA score variability. When applying NOA method to the European Union population, NOA chart (Fig. 2) shows 2019 values of Need – 129 patients pmp waiting for a kidney transplant, Opportunity – 47 kidneys pmp procured, Accessibility – 36 kidneys pmp transplanted and the corresponding NOA score of 25%, corresponding to kidney transplantation's response capacity. By discriminating each European Member State, it's shown detailed 2019 NOA scores (in bars on the left side of Fig. 3), overlapping Need, Opportunity, and Accessibility pmp values, together with NOA charts (on the right side of Fig. 3). Heterogenous results are shown among countries, nevertheless, it's shown that higher NOA scores are associated with smaller gaps between Need, Opportunity, and Accessibility values pairwise and correspond to larger areas on NOA charts.
Fig. 1
Timelines of (a) Need (number of patients ever active on waiting list pmp in red), Opportunity (estimated number of donated kidneys pmp in green) and Accessibility (number of kidney transplants pmp in blue), and b) NOA scores (in purple) for kidney transplantation among the EU Member States between 2004 and 2019.
Fig. 2
European Union 2019 NOA chart.
Fig. 3
NOA scores (purple bars), Need (red bars), Opportunity (green bars), and Accessibility (blue bars) among the EU Member States in 2019 (left), and corresponding NOA charts (right).
Timelines of (a) Need (number of patients ever active on waiting list pmp in red), Opportunity (estimated number of donated kidneys pmp in green) and Accessibility (number of kidney transplants pmp in blue), and b) NOA scores (in purple) for kidney transplantation among the EU Member States between 2004 and 2019.European Union 2019 NOA chart.NOA scores (purple bars), Need (red bars), Opportunity (green bars), and Accessibility (blue bars) among the EU Member States in 2019 (left), and corresponding NOA charts (right).
Discussion
Successful kidney transplantation is associated with significant survival and quality of life and substantial cost savings with dialysis. Despite the shortage of organ donation, a solid message for the health plan should include the intensification of the transplant programs and the optimization of the shift from dialysis to transplantation, whenever applicable [8]. When analyzing the whole health situation in terms of better treatment for end-stage renal patients (ESRF), strengthening governance and the interaction between donation and transplantation through health professionals and policymakers could reduce the time for a kidney transplant and increase patients' wellbeing [9]. Effectively, these policies lead to better outcomes and cost reductions; according to the kidney transplantation rates, WHO reports severe inequities in access to transplantation. That is why we reflected on this problem, aligned with WHO initiatives, which draws together international governmental and professional organizations with the mission of advancing the safe, effective and ethical practice of transplantation for all patients in need. To achieve this goal, one can rely on recommendations, build and support partnerships, improve the quality of information supported by digital materials, and develop educational models, such as those on living donor evaluation and transplant recipient's care [7]. Aiming to contribute to enhancing the assessment of transplantation implementation, we propose the use of the NOA score and its graphical representation and existing performance measures. High-level metrics for measuring the status of a transplant system, such as supply to demand ratios (O/N); procured kidney utilization rates (A/O); and transplantation rates (A/N), are valuable and essential metrics used in the field. NOA score and NOA Kiviat-based graphical assessment improve upon these traditional high-level metrics by giving an integrated overview of the response capacity to transplantation need, and at the same time, by allowing to guide on which sub-metrics should be a priority for action-targeted measures. For instance, one country with a lower NOA score might have high A/O rates requiring action on O/N ratios; on the other hand, this country might present high O/N ratios requiring action on the A/O rates. In the present study, we found a discrepancy between NOA scores and the Need, the Opportunity, and the Accessibility pmp values, reinforcing that NOA infers the donation-transplantation response to the Need for transplantation. It can be evident also by the NOA chart of larger areas corresponding to higher NOA scores. According to each country's characteristics, supported by this conceptual model and in other areas, we can have an integrated and relative overview, despite the different needs for transplantation, resources, and approach. The NOA score is normalized over Need, allowing us to compare different national realities.Additionally, its graphical representation, based on existing published data, will enable a better understanding and, eventually, highlight potential improvement opportunities in each countries transplantation system. The NOA chart overcomes the natural limitation of a "score" as an abstract number by emphasizing dimension information in the corresponding axes. Ideally, there should be a balance between the three graphical faces of the triangular pyramid, meaning that the best answer to the citizens' Need for a kidney transplant and their quality of life improves. Even though the number of ESRF patients under dialysis represents a comprehensive and heterogeneous population in Europe, we can only consider the number of patients on the waiting list for the NOA method. Specifically, we believe the ever-active patients on the waiting list throughout the year, once this is the recognized need for transplantation, in each country.Considering the Portuguese 2019 results (a country with ten million inhabitants), it ranked among EU MS as 2nd on deceased organ donation and 6th on kidney transplantation while holding the 20th NOA score for the same period. Portugal is the 2nd country with a higher waiting list pmp for kidney transplantation. According to European Renal Association - European Dialysis and Transplant Association (ERA EDTA, 2018), it has one of the highest incidences of patients starting renal replacement therapy in Europe. Paradigmatic cases like this validate that, despite higher rates of Opportunity and Accessibility within EU MS, new and improved strategies still need to be addressed for a better response to patients on waiting lists, evidenced by tremendous efforts, with scarce results in some countries [10]. Noa method could allow countries with similar health systems to benchmark their NOA results and move forward with new and proper strategies for improving transplantation and patient outcomes.
Limitations and future perspectives
This method doesn't consider the cases of dual kidney transplantation. Theoretical higher number of these cases would result in fewer patients being transplanted without contributing for higher discard rates. However, these cases, when existing, are not significant. Also, from its application point of view, NOA method doesn't recognize differing population more specific characteristics (e.g., death rates, age distribution at death, comorbidities that may rule out donation and successful transplantation), and for this reason, when considering applying this method, other than focus on the NOA weakest axis, efforts must be made in the sense of correctly identify relevant population characteristics that can be empowered, and those that are naturally limiting the transplantation system. Additionally, NOA method relies on accountability and completeness of the data. Great efforts among EU MS are going on to harmonize data collection and report. We foresee more accurate data, in the near future, namely the precise number of procured kidneys among the European Member States.
Conclusion
Transplantation systems are complex. Relating donation and transplantation rates between countries is essential and helpful but may not give an integrated overview for each country, specifically what concerns the waiting lists. However, by integrating three essential dimensions for organ transplantation – the Need (patients ever active in waiting list), the Opportunity (kidneys procured), and the Accessibility (kidney transplants), a methodology is proposed for assessing the performance of the donation-transplantation activities regarding the Need for transplantation, using an intuitional chart output – NOA chart and a percentage score – NOA score. Complementing the already existing metrics can be an added value tool for kidney transplantation management and policy definitions within each country and seen as an efficiency indicator.
Subject Area:
Medicine and Dentistry
More specific subject area:
Transplantation
Method name:
NOA method
Name and reference of original method:
NOA method is an original method.
Resource availability:
Data:
Number of patients ever active on the waiting list for kidney transplantation;
Authors: Emily J See; Mona Alrukhaimi; Gloria E Ashuntantang; Aminu K Bello; Ezequiel Bellorin-Font; Mohammed Benghanem Gharbi; Branko Braam; John Feehally; David C Harris; Vivekanand Jha; Kailash Jindal; Kamyar Kalantar-Zadeh; Rumeyza Kazancioglu; Adeera Levin; Meaghan Lunney; Ikechi G Okpechi; Timothy Olusegun Olanrewaju; Mohamed A Osman; Jeffrey Perl; Bilal Qarni; Harun Ur Rashid; Ahmed Rateb; Eric Rondeau; Arian Samimi; Majid L N Sikosana; Laura Sola; Irma Tchokhonelidze; Natasha Wiebe; Chih-Wei Yang; Feng Ye; Alexander Zemchenkov; Ming-Hui Zhao; David W Johnson Journal: Kidney Int Suppl (2011) Date: 2018-01-19