Cited by 147Chronic Kidney Disease and DiabetesDialysis and Renal Disease ManagementRace, Genetics, and Society

Examining the Potential Impact of Race Multiplier Utilization in Estimated Glomerular Filtration Rate Calculation on African-American Care Outcomes

Open access
Ahmed, Salman, Nutt, Cameron T., Eneanya, Nwamaka D., Reese, Peter P., Sivashanker, Karthik, Morse, Michelle, Sequist, Thomas, Mendu, Mallika L.·2021·Journal of General Internal Medicine

Abstract

Background Advancing health equity entails reducing disparities in care. African-American patients with chronic kidney disease (CKD) have poorer outcomes, including dialysis access placement and transplantation. Estimated glomerular filtration rate (eGFR) equations, which assign higher eGFR values to African-American patients, may be a mechanism for inequitable outcomes. Electronic health record-based registries enable population-based examination of care across racial groups. Objective To examine the impact of the race multiplier for African-Americans in the CKD-EPI eGFR equation on CKD classification and care delivery. Design Cross-sectional study SETTING: Two large academic medical centers and affiliated community primary care and specialty practices. Participants A total of 56,845 patients in the Partners HealthCare System CKD registry in June 2019, among whom 2225 (3.9%) were African-American. Measurements Exposures included race, age, sex, comorbidities, and eGFR. Outcomes were transplant referral and dialysis access placement. Results Of 2225 African-American patients, 743 (33.4%) would hypothetically be reclassified to a more severe CKD stage if the race multiplier were removed from the CKD-EPI equation. Similarly, 167 of 687 (24.3%) would be reclassified from stage 3B to stage 4. Finally, 64 of 2069 patients (3.1%) would be reassigned from eGFR > 20 ml/min/1.73 m 2 to eGFR ≤ 20 ml/min/1.73 m 2, meeting the criterion for accumulating kidney transplant priority. Zero of 64 African-American patients with an eGFR ≤ 20 ml/min/1.73 m 2 after the race multiplier was removed were referred, evaluated, or waitlisted for kidney transplant, compared to 19.2% of African-American patients with eGFR ≤ 20 ml/min/1.73 m 2 with the default CKD-EPI equation. Limitations Single healthcare system in the Northeastern United States and relatively small African-American patient cohort may limit generalizability. Conclusions Our study reveals a meaningful impact of race-adjusted eGFR on the care provided to the African-American CKD patient population.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1007/s11606-020-06280-5

Cites

6 of 6 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Removing race corrections in the treatment of kidney disease would result in a third of Black kidney disease patients in the United States receiving an elevated level of care.

    “a recent analysis of the impact of removing race corrections in the treatment of kidney disease indicated that a third of Black kidney disease patients in the United States would receive an elevated level of care if the race corrections were dropped.27”

    From Challenging Race-Based Medicine Through Historical Education About the Social Construction of Race (2023) · cites this paper as [27]

    The Results report that 743 of 2,225 African-American patients (33.4%) in one healthcare system would be reclassified to a more severe CKD stage if the race multiplier were removed. The paper discusses potential care implications, but it does not establish that one-third of Black kidney disease patients across the United States would actually receive an elevated level of care. The Abstract also cautions that the single-system sample may limit generalizability; page numbers were not supplied. (LLM, conf=0.90)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 30

  1. Crews DC, Charles RF, Evans MK, Zonderman AB, Powe NR. Poverty, race, and CKD in a racially and socioeconomically diverse urban population. Am J Kidney Dis 2010;55(6):992-1000.
  2. Crews DC, Liu Y, Boulware LE. Disparities in the burden, outcomes, and care of chronic kidney disease. Curr Opin Nephrol Hypertens 2014;23(3):298-305
  3. Sehgal AR, Abraham M. Health disparities and the kidney: introduction. Semin Nephrol 2010;30(1):1-2.
  4. Gander JC, Zhang X, Plantinga L, Paul S, Basu M, Pastan SO, Gibney E, Hartmann E, Mulloy L, Zayas C, Patzer RE. Racial disparities in preemptive referral for kidney transplantation in Georgia. Clin Transpl 2018;32(9):e13380.
  5. Purnell TS, Luo X, Cooper LA, Massie AB, Kucirka LM, Henderson ML, Gordon EJ, Crews DC, Boulware LE, Segev DL. Association of Race and Ethnicity With Live Donor Kidney Transplantation in the United States From 1995 to 2014. JAMA. 2018;319(1):49-61.
  6. Saunders MR, Lee H, Alexander GC, Tak HJ, Thistlethwaite JR, Ross LF. Racial disparities in reaching the renal transplant waitlist: is geography as important as race? Clin Transpl 2015;29(6):531-8.
  7. Albertus P, Morgenstern H, Robinson B, Saran R. Risk of end-stage renal disease in the United States. AJKD. 2016; 68 (6): 862-872.
  8. Norris K, Nissenson AR. Race, Gender, and Socioeconomic Disparities in CKD in the United States. JASN. 2008; 19 (7): 1261-1270.
  9. Ortiz Z. Burden, access and disparities in kidney disease: chronic kidney disease hotspots and progress one step at a time. Clin Kidney J 2019; 12(2): 157-159.
  10. Stevens LA and Levey AS. Measured GFR as Confirmatory Test for Estimated GFR. JASN. 2009; 20 (11): 2305-2313.
  11. Miller WG. Reporting estimated GFR: A laboratory perspective. Am J Kidney Dis 2008; 52: 645-648.
  12. Stevens LA, Coresh J, Greene T, Levey AS: Assessing kidney function: Measured and estimated glomerular filtration rate. N Engl J Med 2006; 354: 2473-2483.
  13. Levey AS, Bosch JP, Lewis JB, Greene T, Rogers N, Roth D. A More Accurate Method to Estimate Glomerular Filtration Rate from Serum Creatinine: A New Prediction Equation. Ann Intern Med 1999; 130 (6): 461-470.
  14. Levey AS, Coresh J, Greene T, Stevens LA, Zhang Y, Hendriksen S, Kusek JW, Van Lente F. Using Standardized Serum Creatinine Values in the Modification of Diet in Renal Disease Study Equation for Estimating Glomerular Filtration Rate. Ann Intern Med 2006; 145 (4): 247-254.
  15. Cohn SH, Abesamis C, Zanzi I, Aloia F, Yasumura S, Ellis KJ. Body elemental composition: comparison between black and white adults. Am J Phys 1977; 232: E419-22.
  16. Harsha DW, Frerichs RR, Berenson GS. Densitometry and anthropom- etry of black and white children. Hum Biol 1978; 50:261-80.
  17. Levey AS, Stevens LA. Estimating GFR using the CKD Epidemiology Collaboration (CKD-EPI) creatinine equation: more accurate GFR esti- mates, lower CKD prevalence estimates, and better risk predictions. Am J Kidney Dis 2010;55(4):622-627.
  18. Peralta CA, Risch N, Lin F, Shlipak MG, Reiner A, Ziv E, Tang H, Siscovick D, Bibbins-Domingo K. The Association of African Ancestry and Elevated Creatinine in the Coronary Artery Risk Development in Young Adults (CARDIA) Study. Am J Nephrol 2010; 31(3): 202-208.
  19. Jones CP. Levels of Racism: A Theoretic Framework and a Gardener's Tale. Am J Public Health 2000; 90(8): 1212-1215.
  20. Martin T. The Color of Kidneys. AJKD. 2011; 58 (5): A27-A28.
  21. Mendu ML, Ahmed S, Maron JK, Rao SK, Chaguturu SK, May MF, Mutter WP, Burdge KA, Steele DJR, Mount DB, Waikar SS, Weilburg JB, Sequist TD. Development of an electronic health record-based chronic kidney disease registry to promote population health manage- ment. BMC Nephrol 2019; 20 (1): 72.
  22. Kumar R, Seibold MA, Aldrich MC, et al. Genetic ancestry in lung- function predictions. NEJM. 2010;363: 321-330.
  23. Friedman DJ, Kozlitina J, Genovese G, Jog P, Pollak MR. Population- based risk assessment of APOL1 on renal disease. JASN 2011; 22 (11): 2098-2105.
  24. Genovese G, Friedman DJ, Ross MD, Lecordier L, Uzureau P, Freedman BI, Bowden DW, Langefeld CD, Oleksyk TK, Knob AL, Bernhardy AJ. Association of trypanolytic ApoL1 variants with kidney disease in African Americans. Science 2010; 329 (5993): 841-845.
  25. Freedman BI, Limou S, Ma L, Kopp JB. APOL1-associated nephropa- thy: a key contributor to racial disparities in CKD. Am J Kidney Dis 2018; 72 (5): S8-S16.
  26. Udler MS, Nadkarni GN, Belbin G, Lotay V, Wyatt C, Gottesman O, Bottinger EP, Kenny EE, Peter I. Effect of Genetic Ancestry on eGFR and Kidney Disease. JASN. 2015; 26(7):1682-92.
  27. Levey AS, Tighiouart H, Titan SM et al. Estimation of Glomerular Filtration Rate With vs Without Including Patient Race. JAMA Intern Med 2020;180(5):793-795.
  28. Kulkarni S, Ladin K, Haakinson D, Greene E, Li L, Deng Y. Association of Racial Disparities with Access to Kidney Transplant After the Implementation of the New Kidney Allocation System JAMA Surgery. 2019; 154 (7): 618-625.
  29. Harding K, Mersha TB, Vassalotti JA, Webb FJ, Nicholas SB. Current State and Future Trends to Optimize the Care of Chronic Kidney Disease in African Americans. Am J Nephrol 2017; 46 (2): 176-186.
  30. Bonham VL, Callier SL, Royal CD. Will Precision Medicine Move Us beyond Race? N Engl J Med 2016; 374(21): 2003-2005.

Cited by

Sorted by citations

Authors
Ahmed, S., Nutt, C. T., Eneanya, N. D., Reese, P. P., Sivashanker, K., Morse, M., Sequist, T., & Mendu, M. L.
Affiliations
  • Brigham and Women's Hospital (US)
  • University of Pennsylvania (US)
Corresponding author
Ahmed, Salman
Venue
Journal of General Internal Medicine
Published
2020-10-15
Volume
36
Issue
2
Pages
464-471
ISSN
  • 0884-8734 (ISSN-L)
  • 1525-1497
OpenAlex
W3092668967
Cited by
147
References
6
Citations by year
2026: 10 · 2025: 17 · 2024: 21 · 2023: 22 · 2022: 32 · 2021: 43 · 2020: 2
FWCI
15.56
Type
journal article
Language
en
Open access
Locations
  • Journal of General Internal Medicine (publishedVersion)
  • PubMed Central (publishedVersion)
  • PubMed (publishedVersion)
Funders
Brigham and Women's Hospital (Health Equity Improvement Program Grant)
Topics
  • Health Sciences › Medicine › Nephrology › Chronic Kidney Disease and Diabetes
  • Health Sciences › Medicine › Nephrology › Dialysis and Renal Disease Management
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Race, Genetics, and Society
Keywords
estimated glomerular filtration rate, CKD-EPI equation, African American patients, chronic kidney disease, racial disparities, CKD staging, health equity
MeSH terms
Black or African American, Cross-Sectional Studies, Glomerular Filtration Rate, Humans, New England, Renal Insufficiency, Chronic

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review