Abstract
For almost two decades, equations that use serum creatinine, age, sex, and race to eGFR have included “race” as Black or non-Black. Given considerable evidence of disparities in health and healthcare delivery in African American communities, some regard keeping a race term in GFR equations as a practice that differentially influences access to care and kidney transplantation. Others assert that race captures important non GFR determinants of serum creatinine and its removal from the calculation may perpetuate other disparities. The National Kidney Foundation (NKF) and American Society of Nephrology (ASN) established a task force in 2020 to reassess the inclusion of race in the estimation of GFR in the United States and its implications for diagnosis and subsequent management of patients with, or at risk for, kidney diseases. This interim report details the process, initial assessment of evidence, and values defined regarding the use of race to estimate GFR. We organized activities in phases: (1) clarify the problem and examine evidence, (2) evaluate different approaches to address use of race in GFR estimation, and (3) make recommendations. In phase one, we constructed statements about the evidence and defined values regarding equity and disparities; race and racism; GFR measurement, estimation, and equation performance; laboratory standardization; and patient perspectives. We also identified several approaches to estimate GFR and a set of attributes to evaluate these approaches. Building on evidence and values, the attributes of alternative approaches to estimate GFR will be evaluated in the next phases and recommendations will be made.
The measurement of creatinine, the muscle protein metabolite, in serum is used to estimate kidney function as eGFR and has served as a major marker for the detection, diagnosis, and management of kidney diseases. Creatinine-based eGFR (eGFRcr) thresholds guide clinical practice, including estimation of surgical complication risk; initiation, discontinuation, and dosing of medications; and utilization of certain contrast-based tests and procedures, such as computed tomography scans or cardiac catheterizations. Almost all clinical laboratories in the United States now report eGFR with any laboratory metabolic panel that contains serum creatinine, with one estimate for African Americans and another for non-African Americans.1 Use of race in medical practice has come under scrutiny in light of the most recent reckoning with racism and publicly displayed atrocities against racial and ethnic minorities across the United States that has been longstanding.
On a national scale, eGFR is used for important surveillance and regulatory purposes, including population tracking of kidney diseases by the Centers for Disease Control and Prevention and the United States Renal Data System, research supported by the National Institutes of Health (NIH) and other public and private funding agencies (including ongoing clinical trials), and eligibility for kidney-disease education or nutritional supplementation under the Medicare program.2⇓⇓–5 Although GFR estimation has remained an important guide for clinical decision making and population tracking, derived equations, like many other tools in medicine, have undergone a nearly 50-year history of re-evaluation, adaptation, and refinement. This evolution continues in the reassessment of the use of race in estimating GFR.
Evolution of Kidney Function–Estimating Equations
Since 1976, equations developed to estimate the clearance or filtration function of the kidney from serum creatinine concentration have included, and adjusted for, various factors, including age, sex, African American race, and/or body weight. These equations were largely developed using clinical, epidemiologic, and statistical methods that were, at the time of equation derivation, considered to be scientifically state of the art.
The Cockcroft–Gault equation, one of the initial equations, used data from 249 White males with measured creatinine clearance ranging from 30 to 130 ml/m2 to estimate creatinine clearance.6 Although this equation represents one of the initial attempts to approximate kidney function without needing to undergo laborious and potentially incomplete urine collection, the derivation cohort was limited by lack of both race and sex diversity.
Race in eGFR Assessment in the United States
After the publication and use of the Cockcroft–Gault equation and before the derivation of subsequent equations, published research by the National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) showed that serum creatinine concentrations were higher among non-Hispanic Black adults when compared with non-Hispanic White adults.7 This research was based on the Third National Health and Nutrition Examination Survey, a nationally representative sample of the US population. Subsequent research by Levey and others found that serum creatinine levels were higher among African American adults who had the same measured GFR as their White adult counterparts, indicating that determinants of serum creatinine levels, other than GFR, differed between the groups.8
Race was among the 16 factors considered in the derivations and refinement of the Modification of Diet in Renal Disease (MDRD) Study equation reported in 1999.8 In regression models to predict GFR from serum creatinine levels, a term (and coefficient) for self-identified African American race was found to be a substantial and statistically significant predictor of carefully measured GFR.8 The MDRD equation was validated in the African American Study of Kidney Disease and Hypertension.9 At the time, this adjustment was thought to be an advance because an important group, with high risk for CKD progression, was included in studies of measured GFR.
In 2009, the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) equation using creatinine was developed in a subsequent analysis with pooled studies of individual participants. Meta-analytic regression was used in a more heterogeneous participant population, which combined data from thousands of individuals (including White, African American, and—to a far lesser extent—Asian, Hispanic/Latinx, and Native American individuals) from ten different independent studies. Results were validated in a pooled group of 16 separate studies.10 Across these studies, investigators found a similar result for African American race as a predictor of measured GFR, with the magnitude of the coefficient slightly less than that in the MDRD Study equation (1.20 compared with White individuals for the MDRD Study equation, and 1.16 compared with non-Black individuals for the CKD-EPI equation). In studies of measured GFR in the United States, other racial and ethnic groups were not included in large enough numbers to understand whether differences in non-GFR determinants of creatinine are present in persons of non-White and non-Black race or ethnicity.11
An alternative filtration marker, cystatin C, is available and does not include race in its estimating equation for GFR. Estimated GFR from cystatin C is not more accurate than eGFRcr; however, the equation reported in 2012, with a combination of the two markers, provides more accurate estimates.12 A term for African American race is included in this combined marker equation that is substantially smaller than in the creatinine-only equations (1.08). In the report of the equation, the investigators noted an insufficient number of African Americans were included in the validation datasets, prohibiting validation of the effect of this coefficient in a separate population outside of the development population.
Clinical practice guidelines from Kidney Disease Improving Global Outcomes (KDIGO) recommend that, whenever serum creatinine is measured in clinical practice, an eGFR should be reported with an eGFRcr, using the CKD-EPI 2009 creatinine equation or a similarly accurate equation. When a more accurate assessment of GFR is required, or there are concerns about the accuracy of eGFRcr, this initial test should be followed by a confirmatory test using eGFR computed by cystatin C (alone or in combination with creatinine), measured creatinine clearance, or measured GFR.13 Since the first eGFR equations were introduced two decades ago, data from laboratories in the United States show continual growth in the reporting of eGFR along with serum creatinine and, despite KDIGO guidelines, the MDRD equation is the most frequently used.14
Probing the Rationale for a Race Coefficient
Although the biologic rationale for including coefficients (such as age, sex, and body weight) in eGFR equations seem apparent, the reasons for including race on the basis of serum creatinine observational data, muscle mass, and/or other factors are questionable.15 It may be problematic to rely on a correction without completely understanding what factors are being captured together, and with an underappreciation of the ancestral diversity among African Americans that also exists in other racial and ethnic groups.16 There is well-known exploitation and inhumane experimentation to which racial and ethnic minority individuals, particularly African Americans, have been subjected.17 As a small, but growing, number of US individuals self-identify as being of mixed racial background, the complexity of a changing racial and ethnic composition makes the use of race in the practice of medicine further problematic. Recent calls for social justice reform have galvanized segments of the medical community into further discourse and action toward achieving greater healthcare equity, including the assertion of race as a social, nonbiologic, construct.18⇓⇓⇓⇓⇓–24
Many assert that removing race from estimating GFR would achieve better health and healthcare equity by mitigating disparities, particularly for African American patients who experience faster progression to kidney failure and lower rates of transplantation. This rationale posits that such a change would result in earlier identification and management of kidney diseases for African American patients, referral for specialist care by nephrologists, and earlier referral for kidney transplantation.25⇓–27 Others assert that, even if previously observed racial differences are poorly understood, race is capturing important determinants of estimated GFR. This rationale posits that removing race may create or perpetuate other disparities by assigning the value for non-African Americans to African Americans.17,28,29 There is also a concern of subjectivity in regards to applying the African American race coefficient on healthcare decision making, and personal and/or provider bias in transparency with patient-physician communication. These points of view, along with others, have highlighted the need to find an approach to GFR estimation that embraces the substantial diversity of the US population and promotes social and health equity without creating new, or worsening current, health disparities.
Disparities in Health and Healthcare
Studies have shown disparities in health and healthcare disproportionately affect African Americans. When compared with non-Hispanic White individuals, African Americans have nearly double the prevalence of hypertension, a common etiology of kidney disease.30⇓–32 Decline in GFR among African Americans occurs at an earlier age and at a faster annualized rate when compared with non-Hispanic White Americans, even by cystatin C–based GFR assessment.33 African Americans with advanced kidney disease are younger, with an incidence of ESKD nearly three times that of their non-Hispanic White counterparts.5
Such disparities go beyond the burden of kidney diseases and extend into differences in kidney-disease treatment. Before the widespread use of GFR estimation, it was documented that African Americans were more likely to receive a late referral for an evaluation by a nephrologist, a finding that is associated with decreased survival after the development of ESKD.34 Documented since the 1980s and 1990s, African Americans are less likely to be treated with home dialysis therapies and to be waitlisted for kidney transplant, with even fewer being transplanted.5,35⇓⇓–38 The reasons for observed disparities are multifactorial and may be attributed to internalized, personal, or institutionalized racism.39,40 To date, disparities in health and healthcare have not been conclusively attributed to race correction in eGFR equations, although research is ongoing.
Whereas Medicare spends approximately $120 billion annually on people with kidney diseases (including >$70 billion for people with non–dialysis-dependent kidney disease), the NIH budget on kidney research is <$700 million, and little has been allocated to the understanding of racial disparities in kidney-disease care and outcomes.5,41 Reassessing race in eGFR should be the start of reassessing race in other areas of diagnosis and management decisions related to kidney disease. Multifaceted initiatives beyond an examination of GFR-estimating equations are important to address, and ultimately eliminate, disparities.
Formation of the NKF-ASN Task Force
The National Kidney Foundation (NKF) and the American Society of Nephrology (ASN) announced on July 2, 2020 plans to establish a task force to reassess the inclusion of race in diagnosing kidney disease. Representing patients, healthcare professionals, and other advocates across the world,42 NKF and ASN are two leading organizations dedicated to preventing, treating, and ultimately curing kidney disease. During the past two decades, both organizations have championed health equity and healthcare disparities in kidney disease. The formation of the joint task force is a strong affirmation of both organizations’ commitment to health equity, diversity, and scientific evidence.
A decision to remove race from the estimation of GFR is not trivial and could have consequences. As such, NKF and ASN charged the task force with:
Examining the inclusion of race in the estimation of GFR and its implications for the diagnosis and subsequent management of patients with, or at risk for, kidney disease.
Recognizing that any change in eGFR reporting must consider the multiple social and clinical implications, be based on rigorous science, and be part of a national conversation about uniform reporting of eGFR across healthcare systems.
Incorporating the concerns of patients and the public, especially in marginalized and disadvantaged communities, while rigorously assessing the underlying scientific and ethical issues embedded in current practice.
Ensuring that GFR estimation equations provide an unbiased assessment of GFR so that laboratories, clinicians, patients, and public-health officials can make informed decisions to ensure equity and personalized care for patients with kidney disease.
Keeping laboratories, clinicians, and other kidney health professionals apprised of any potential long-term implications of removing race from the eGFR formula.
The task force was created to include a variety of health professionals and patients, including individuals with expertise in diagnosis, management, and treatment of kidney disease; measurement and estimation of GFR; healthcare disparities; epidemiology and clinical research; laboratory medicine; pharmacy; health services research; patient safety; patient experience with care; patient quality of life; medical education; and prevention/public health. The NKF and ASN leadership selected the cochairs and initial members, recognizing the need for varying perspectives and backgrounds, requisite expertise, interest, and ability to commit to the intensive deliberations that lie ahead. The cochairs additionally suggested to NKF and ASN that they appoint patients, an expert in drug dosing and US Food and Drug Administration (FDA) considerations, and an expert on public-health surveillance. Patients were explicitly included as members because of the importance of their voice and the effects any potential change could have on their health and well-being. Task force members are not remunerated. Disclosures are included at the end of the manuscript.
NKF-ASN Task Force Process
During the initial meeting of the task force, members stated their familiarity and involvement with the issues and biases so that other members of the task force were aware of individual initial leanings. The task force then established principles to guide its interactions and deliberations, including: (1) embracing a holistic approach that examines the clinical, psychosocial, and financial tradeoffs of benefits and harms, balancing them across racial/ethnic groups with particular attention to how kidney diseases affect different races; (2) being data driven and generating a solution driven by science and evidence; and (3) engaging in effective listening, respecting different ideas and opinions, and having a willingness to learn after hearing all perspectives.
Importantly, the NKF-ASN leadership and the members of the task force collectively agreed on the confidentiality of deliberations (including refraining from social media commentary) to promote candid opinions and exchange of ideas. Members also mutually agreed to work toward the goal of agreement in instances where there were differences of opinion. All task force weekly sessions were held virtually due to social distancing directives during the coronavirus disease 2019 pandemic.
To undertake a comprehensive and in-depth exploration of several issues germane to race and GFR estimation, the task force organized its activities into three phases (Table 1). This interim report focuses on phase one.
Overview of work phases and activities of the NKF-ASN Task Force
Phase One
In phase one, the task force clarified the problem and evidence by examining information, including testimony, lectures, and literature from experts (Table 2). First, the members of the task force collectively identified and decided upon the domains to be considered and the panelists and discussants to be formally invited by the cochairs and NKF-ASN leadership to provide expert testimony. We sought a wide range of evidence and views, as illustrated by representation across the United States. We assured confidentiality to individuals who provided testimony, in some instances due to sharing of unpublished information. Members of the task force with subject-matter expertise served as subject moderators so that no one task force member unduly influenced the entire process, an approach to be followed forward to final recommendations. Task force moderators devised goals for each session, an agenda, and an outline of specific questions for which the task force sought information. For example, a session on race and racism included an in-depth review of the definitions of race and racism, and the effect of internalized, personal, and institutional racism on health and healthcare disparities. The task force defined and discussed genetic ancestry and its relation with self-reported race; examined studies on the relation of genetic ancestry to serum creatinine levels; and evaluated the history of GFR measurement and the underlying physiology, study design, populations, and statistical methods used for the derivation of the most commonly used GFR-estimating equations.
Topics and panelists/discussants during phase one
Equation examination included an intensive review of the race, ethnicity, and socioeconomic and clinical characteristics of participants in the studies incorporating the gold standard of direct measurement of GFR included in equation derivation. Substantial heterogeneity exists across individual studies and, therefore, the task force evaluated approaches for pooling data from different cohorts (i.e., meta-analysis) for a more comprehensive and diverse sample of people for equation derivation. The task force also explored past efforts to achieve consistency in eGFR assessment and reporting across US clinical laboratories and institutions through standardization of laboratory measurements and promulgation of clinical practice guidelines. Finally, the task force considered patients’ perspectives and the role of shared decision making in the delivery of healthcare. After each session, members of the task force debriefed privately to discuss and summarize invited testimony and independent literature reviewed. On the basis of this information, the task force developed a series of statements that summarized the evidence and values held by its members regarding health and healthcare equity, disparities, race and racism, GFR, standardization, and patients’ perspectives (Table 3). All members of the task force actively participated in constructing the statements of evidence and value, scrutinizing and revising them. Revisions included a series of iterations regarding content, language, and perspective.
NKF-ASN Task Force agreed upon statements of evidence and value
The task force then assembled an inclusive inventory of potential approaches to GFR estimation or measurement that included approaches in which race is considered and not considered in derivation and/or reporting of eGFR (Table 4). The approaches included those (1) currently in widespread use (including race in eGFR equations), (2) recently adopted at some institutions, (3) currently available that might be amplified more broadly, and (4) recently suggested that are currently under development or could be developed.
Inventory of possible approaches to estimating and reporting GFR for general use
Final recommendations will be made after the task force examines the strengths and weaknesses of existing and newer approaches to estimating GFR. The downstream consequences of changes from current reporting are unknown and could be profound. Changes could lead to overdiagnosis or underdiagnosis of kidney diseases as a result of GFR estimation bias and inaccuracy for any ethnic group. Conclusive evidence on outcomes from well-conducted studies will likely take years to produce. The resultant effects in terms of the numbers of African Americans affected and the safety and effectiveness of pharmacotherapy use and dosing need appraisal. Additionally, effect on managing risk factors (e.g., hypertension), nephrology referral, transplant waitlisting, and kidney donation will also warrant evaluation.
The ramifications of changes in eGFR equations on research studies examining kidney diseases in African Americans and all other races/ethnicities, how such changes might affect US FDA approval and labeling of therapies, and the possible effect on the federal government’s tracking of kidney diseases require further examination. The availability in communities of assays for newer, raceless biomarkers (e.g., cystatin C, β-trace protein, β2 microglobulin) also need evaluation.76,96
Phases Two and Three
Recognizing the use of race in estimating equations is problematic, the task force has focused on identifying a path forward. In phase two, on the basis of testimony, lectures from additional experts, literature, and input from the community of interested individuals and organizations, the task force will evaluate each of the possible approaches that could be recommended with regard to its patient, clinical, health system, and societal effects (Supplemental Materials 1 and 2). The deliberations and conclusions of these meetings will be presented in detail in the final report.
The task force held a series of forums in January 2021 to invite input from the broader kidney community (Public Forums to Provide Input to eGFR Joint Task Force, NKF). Over the course of three sessions, the task force heard from (1) students and trainees; (2) clinicians, scientists, and other health professionals; and (3) patients, family members, and other public stakeholders. The task force also seeks input regarding the effect of particular approaches on patient safety and health equity put forth in this report (an online feedback form is available at https://form.jotform.com/210244230676145). All of this information will be used to make future recommendations.
In phase three, the task force will develop recommendations on the basis of a number of attributes (Table 5). These attributes include biomarker choice, inputs and their availability for estimation and reporting, representation of diversity in participants in research foundational to equation development, and equation bias and accuracy compared with measured GFR for different race and ethnic groups. Importantly, attributes also include consequences for clinical decisions with regard to evaluation and management of patients’ GFR and feasibility of standardization. Finally, it is very important that any recommended approach incorporates the patient perspective and be patient centered.97
Sample of attributes to be considered in making a recommendation among alternative approaches to estimation of kidney function (eGFR)
Recommendations will be reviewed and informed by an advisory board, including members of the NKF’s and ASN’s governing bodies, committees on diversity and inclusion, policy and advocacy panels, and experts in patient safety and healthcare quality. The task force is committed to continuing its transparent, open, and community-based process through phases two and three.
Summary and Implications
Estimation of GFR is a major underpinning of many clinical decisions in medicine. The use of race to estimate GFR and possible replacements have shortcomings that the task force is currently examining. Nationwide, many institutions have made independent decisions to address race in estimation of GFR, but these approaches vary and, therefore, GFR estimates and subsequent care decisions are not standardized.
Because these differing approaches may have varying effects for patients treated and followed by clinicians—including but not limited to primary care physicians, medical specialists (e.g., nephrologists, hospitalists, endocrinologists, cardiologists, oncologists), surgical specialists, pharmacists, and public-health professionals—the task force would like to offer a careful and judicious review to guide implementation efforts for a standardized and equitable approach to care. The task force understands how high the stakes are for African Americans, recognizes that expeditious recommendations are needed, and that a careful review of the evidence must guide its recommendations. The task force also recognizes that alignment of US clinical laboratories is critical to maintain the success achieved over the past two decades in reporting of eGFR, which has improved the quality of care for millions of Americans.
NKF, ASN, and the task force appreciate that issuing recommendations is only the beginning of change. Implementing recommendations of this magnitude will require extensive education and sustained efforts to monitor and assure patient safety and health equity. Assessing the inclusion of race in estimating GFR is part of a larger conversation in addressing racial disparities in kidney health. NKF, ASN, and the task force encourage the community of healthcare professionals, scientists, medical educators, students, health professionals in training, and patients to join in the larger, comprehensive effort needed to address the entire spectrum of kidney health and to eliminate health disparities.
Disclosures
M. Baweja reports having interests/relationships with Physicians for Human Rights, Young Center for Immigrant Children's Rights, and Premier, Inc. D.C. Crews reports serving on the Nephrology Board of the American Board of Internal Medicine, on the Council of Subspecialist Societies at the American College of Physicians, on the Bayer HealthCare Pharmaceuticals Inc, Patient and Physician Advisory Board Steering Committee for Disparities in CKD Project, on the editorial board of CJASN and Journal of Renal Nutrition, as associate editor for Kidney360 as cochair of Kidney360, and on the Board of Directors of the NKF of Maryland/Delaware; receiving research funding from Somatus, Inc.; and having consultancy agreements with Yale New Haven Health Services Corporation Center for Outcomes Research and Evaluation (CORE). C. Delgado reports her contribution is in part supported with the resources and the use of facilities at the San Francisco VA Medical Center. N.D. Eneanya reports receiving honoraria from Columbia University Medical Center, Gerson Lehrman, Harvard University, Partner’s Healthcare, Quality Insights, SCAN Healthcare, University of California Irvine, and Wake Forest School of Medicine; serving as a scientific advisor for, or member of, Healthcare: The Journal of Delivery Science and Innovation and Kidney Medicine; and having consultancy agreements with Somatus. C. Gadegbeku reports receiving research funding from Akebia and Vertex; serving as scientific advisor for, or member of, the ASN Council; and having consultancy agreements with Fresenius Kidney Care as medical director. L.A. Inker reports serving as scientific advisor or member of, Alport’s Foundation, Goldfinch, and Diametrix; member of the ASN and member of National Kidney Disease Education Program; having consultancy agreements with Diamtrix and Tricidia(through Tufts MC); and receiving research funding from NIH, NKF, Omeros, Retrophin, Reata, and Travere Therapeutics. M.L. Mendu reports having consultancy agreements with Bayer AG. W. G. Miller reports having consultancy agreements with Baebies; and receiving honoraria from, and being a scientific advisor for, or member of, Clinical Chemistry. M.M. Moxey-Mims reports serving as associate editor for JASN, as an editorial board member of for Pediatric Nephrology, and on the scientific advisory boards of NephCure International and NKF. W.L. St. Peter reports receiving honoraria from American Nephrology Nursing Association, Integritas Group, and OptumLabs; and serving on the Centers for Medicare and Medicaid Services Technical Expert Panel on Development of a Quality Measure Assessing Delay in Progression of CKD, on the technical expert panel for Quality Insights Kidney Care Pilot project; and having consultancy agreements with Total Renal Care, Inc. N.R. Powe reports serving as a JASN associate editor; reports receiving honoraria from the Patient Centered Outcomes Research Institute, Robert Wood Johnson Foundation, University of Washington, Yale University, and Vanderbilt University; and serving as a scientific advisor for the Patient Centered Outcomes Research Institute, Robert Wood Johnson Foundation, University of Washington, Vanderbilt University, and Yale University. G.V. Roberts reports serving on a speakers bureau with American Association of Kidney Patients; receiving honoraria from APOLLO; serving on the APOLLO NIDDK Study Community Advisory Committee, Can-SOLVE CKD International Research Advisory Committee, International Nephrology Society (ISN) Patient Group, University of Washington (UW) Center for Dialysis Innovation Patient Advisory Board, and UW Kidney Research Institute Patient Advisory Committee; having other interests/relationships with the ASN COVID-19 Response Team and Transplant Subcommittee and Kidney Health Initiative Patient and Family Partnership Council; serving as an advisory committee member for Home Dialyzors United; and having ownership interest in Microsoft. C. Warfield reports serving on the NKF Indiana on the Board of Directors, and on the Home Dialyzors United Board of Directors. All remaining authors have nothing to disclose.
Funding
None.
Acknowledgments
The authors thank Mr. Killian Gause and Ms. Riley Hoffman for assistance during the sessions. The authors thank the leadership of the NKF and ASN for their support of the Task Force. Ms. Rios Burrows is with the Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, Georgia. The findings and conclusions in this report are those of the authors and do not necessarily represent the official position of the Centers for Disease Control and Prevention. Because Marva M. Moxey-Mims and Neil R. Powe are Associate Editors of JASN, they were not involved in the peer review process for this manuscript. Another editor oversaw the peer review and decision-making process for this manuscript.
Supplemental Material
This article contains the following supplemental material online at http://jasn.asnjournals.org/lookup/suppl/doi:10.1681/ASN.2021010039/-/DCSupplemental.
Supplemental Material 1. Topics and informants during phase 2.
Supplemental Material 2. Terms and definitions.
Footnotes
C.D. and N.R.P. are co-chairs of the NKF-ASN Task Force.
This article is being published concurrently in the Journal of the American Society of Nephrology and American Journal of Kidney Diseases. The articles are identical except for stylistic changes in keeping with each journal’s style. Either of these versions may be used in citing this article.
Published online ahead of print. Publication date available at www.jasn.org.
See related editorial, “Race and the Estimation of GFR: Getting it Right,” on pages 1269–1270.
- Copyright © 2021 by the American Society of Nephrology and the National Kidney Foundation, Inc. All rights reserved.
References
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- Evolution of Kidney Function–Estimating Equations
- Race in eGFR Assessment in the United States
- Probing the Rationale for a Race Coefficient
- Disparities in Health and Healthcare
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- NKF-ASN Task Force Process
- Summary and Implications
- Disclosures
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