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A longitudinal analysis of the effect of anemia on executive functions in children with mild to moderate chronic kidney disease

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Abstract

Background

Children with chronic kidney disease (CKD) are at risk for cognitive dysfunction. The aim of this study was to investigate associations between executive functions (EF), anemia, and iron deficiency.

Methods

A total of 688 children > 6 years of age enrolled in the Chronic Kidney Disease in Children (CKiD) study who underwent evaluation for EF were included. Hemoglobin (Hgb) was characterized as low (1st–5th percentile) or very low (< 1st percentile) compared to normative values for age, sex, and race irrespective of erythropoiesis-stimulating agent (ESA) usage. Longitudinal analysis was conducted using consecutive visit pairs, with anemia status defined as new onset, resolved, or persistent. Linear mixed models with random intercept were used and adjusted for key covariates.

Results

Anemia was present in 41% of children, and median Hgb was 11.8 gm/dl. New onset anemia was associated with lower digit span total score (− 0.75, 95% CI − 1.36, − 0.15, p = 0.01). Persistent anemia was associated with lower scores on color-word inhibition/switching (β =  − 0.98; 95% CI − 1.78, − 0.18, p = 0.02). Errors of omission were significantly higher (worse) in those with persistent anemia (β = 2.67, 95% CI 0.18, 5.17, p = 0.04). Very low Hgb levels were significantly associated with lower color-word inhibition/switching scores (β =  − 1.33, 95% CI − 2.16, − 0.51; p = 0.002). Anemia and low GFR were associated with lower category fluency scores compared to non-anemic subjects with higher GFR (β =  − 1.09, 95% CI − 2.09, − 0.10, p = 0.03).

Conclusions

The presence of anemia, in addition to its severity and duration in children with CKD, is associated with poorer scores on select measures of EF.

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References

  1. Johnson RJ, Warady BA (2013) Long-term neurocognitive outcomes of patients with end-stage renal disease during infancy. Pediatr Nephrol 28:1283–1291

    Article  Google Scholar 

  2. Warady BA, Belden B, Kohaut E (1999) Neurodevelopmental outcome of children initiating peritoneal dialysis in early infancy. Pediatr Nephrol 13:759–765

    Article  CAS  Google Scholar 

  3. Mendley SR, Matheson MB, Shinnar S, Lande MB, Gerson AC, Butler RW, Warady BA, Furth SL, Hooper SR (2015) Duration of chronic kidney disease reduces attention and executive function in pediatric patients. Kidney Int 87:800–806

    Article  Google Scholar 

  4. Gipson DS, Hooper SR, Duquette PJ, Wetherington CE, Stellwagen KK, Jenkins TL, Ferris ME (2006) Memory and executive functions in pediatric chronic kidney disease. Child Neuropsychol 12:391–405. https://doi.org/10.1080/09297040600876311

    Article  Google Scholar 

  5. Hooper SR, Johnson RJ, Gerson AC, Lande MB, Shinnar S, Harshman LA, Kogon AJ, Matheson M, Bartosh S, Carlson J, Warady BA, Furth SL (2022) Overview of the findings and advances in the neurocognitive and psychosocial functioning of mild to moderate pediatric CKD: perspectives from the Chronic Kidney Disease in Children (CKiD) cohort study. Pediatr Nephrol 37:765–775

    Article  Google Scholar 

  6. Harshman LA, Johnson RJ, Matheson MB, Kogon AJ, Shinnar S, Gerson AC, Warady BA, Furth SL, Hooper SR (2019) Academic achievement in children with chronic kidney disease: a report from the CKiD cohort. Pediatr Nephrol 34:689–696

    Article  Google Scholar 

  7. Chen K, Didsbury M, van Zwieten A, Howell M, Kim S, Tong A, Howard K, Nassar N, Barton B, Lah S, Lorenzo J, Strippoli G, Palmer S, Teixeira-Pinto A, Mackie F, McTaggart S, Walker A, Kara T, Craig JC, Wong G (2018) Neurocognitive and educational outcomes in children and adolescents with CKD: a systematic review and meta-analysis. Clin J Am Soc Nephrol 13:387–397

    Article  Google Scholar 

  8. Hooper SR, Gerson AC, Butler RW, Gipson DS, Mendley SR, Lande MB, Shinnar S, Wentz A, Matheson M, Cox C, Furth SL, Warady BA (2011) Neurocognitive functioning of children and adolescents with mild-to-moderate chronic kidney disease. Clin J Am Soc Nephrol 6:1824–1830. https://doi.org/10.2215/CJN09751110

    Article  Google Scholar 

  9. Lande MB, Gerson AC, Hooper SR, Cox C, Matheson M, Mendley SR, Gipson DS, Wong C, Warady BA, Furth SL, Flynn JT (2011) Casual blood pressure and neurocognitive function in children with chronic kidney disease: a report of the children with chronic kidney disease cohort study. Clin J Am Soc Nephrol 6:1831–1837. https://doi.org/10.2215/CJN00810111

    Article  Google Scholar 

  10. Ruebner RL, Laney N, Kim JY, Hartung EA, Hooper SR, Radcliffe J, Furth SL (2016) Neurocognitive dysfunction in children, adolescents, and young adults with CKD. Am J Kidney Dis 67:567–575

    Article  Google Scholar 

  11. Verbitsky M, Kogon AJ, Matheson M, Hooper SR, Wong CS, Warady BA, Furth SL, Gharavi AG (2017) Genomic disorders and neurocognitive impairment in pediatric CKD. J Am Soc Nephrol 28:2303–2309

    Article  CAS  Google Scholar 

  12. Atkinson MA, Martz K, Warady BA, Neu AM (2010) Risk for anemia in pediatric chronic kidney disease patients: a report of NAPRTCS. Pediatr Nephrol 25:1699–1706

    Article  Google Scholar 

  13. Staples AO, Wong CS, Smith JM, Gipson DS, Filler G, Warady BA, Martz K, Greenbaum LA (2009) Anemia and risk of hospitalization in pediatric chronic kidney disease. Clin J Am Soc Nephrol 4:48–56

    Article  Google Scholar 

  14. Walter T, De Andraca I, Chadud P, Perales CG (1989) Iron deficiency anemia: adverse effects on infant psychomotor development. Pediatrics 84:7–17

    Article  CAS  Google Scholar 

  15. Marcus WL (1992) Development of infants with iron deficiency. N Engl J Med 326:575 (author reply 575-576)

    Article  CAS  Google Scholar 

  16. Lozoff B, Jimenez E, Wolf AW (1991) Long-term developmental outcome of infants with iron deficiency. N Engl J Med 325:687–694

    Article  CAS  Google Scholar 

  17. Marsh JT, Brown WS, Wolcott D, Carr CR, Harper R, Schweitzer SV, Nissenson AR (1991) rHuEPO treatment improves brain and cognitive function of anemic dialysis patients. Kidney Int 39:155–163

    Article  CAS  Google Scholar 

  18. Nissenson AR (1992) Epoetin and cognitive function. Am J Kidney Dis 20:21–24

    CAS  Google Scholar 

  19. Stivelman JC (2000) Benefits of anaemia treatment on cognitive function. Nephrol Dial Transplant 15(Suppl 3):29–35

    Article  Google Scholar 

  20. Singh NP, Sahni V, Wadhwa A, Garg S, Bajaj SK, Kohli R, Agarwal SK (2006) Effect of improvement in anemia on electroneurophysiological markers (P300) of cognitive dysfunction in chronic kidney disease. Hemodial Int 10:267–273

    Article  Google Scholar 

  21. Slickers J, Duquette P, Hooper S, Gipson D (2007) Clinical predictors of neurocognitive deficits in children with chronic kidney disease. Pediatr Nephrol 22:565–572

    Article  Google Scholar 

  22. Furth SL, Cole SR, Moxey-Mims M, Kaskel F, Mak R, Schwartz G, Wong C, Muñoz A, Warady BA (2006) Design and methods of the Chronic Kidney Disease in Children (CKiD) prospective cohort study. Clin J Am Soc Nephrol 1:1006–1015

    Article  Google Scholar 

  23. Pierce CB, Muñoz A, Ng DK, Warady BA, Furth SL, Schwartz GJ (2021) Age- and sex-dependent clinical equations to estimate glomerular filtration rates in children and young adults with chronic kidney disease. Kidney Int 99:948–956

    Article  CAS  Google Scholar 

  24. Carlson J, Gerson AC, Matheson MB, Manne S, Warady BA, Hooper SR, Lande M, Harshman LA, Johnson RJ, Shinnar S, Kogon AJ, Furth S (2020) A longitudinal analysis of the effect of anemia on health-related quality of life in children with mild-to-moderate chronic kidney disease. Pediatr Nephrol 35:1659–1667

    Article  Google Scholar 

  25. Amaral S, Hwang W, Fivush B, Neu A, Frankenfield D, Furth S (2006) Association of mortality and hospitalization with achievement of adult hemoglobin targets in adolescents maintained on hemodialysis. J Am Soc Nephrol 17:2878–2885

    Article  Google Scholar 

  26. Warady BA, Ho M (2003) Morbidity and mortality in children with anemia at initiation of dialysis. Pediatr Nephrol 18:1055–1062

    Article  Google Scholar 

  27. Idjradinata P, Pollitt E (1993) Reversal of developmental delays in iron-deficient anaemic infants treated with iron. Lancet 341:1–4

    Article  CAS  Google Scholar 

  28. Walter T (2003) Effect of iron-deficiency anemia on cognitive skills and neuromaturation in infancy and childhood. Food Nutr Bull 24:S104-110

    Article  Google Scholar 

  29. Burden MJ, Westerlund AJ, Armony-Sivan R, Nelson CA, Jacobson SW, Lozoff B, Angelilli ML, Jacobson JL (2007) An event-related potential study of attention and recognition memory in infants with iron-deficiency anemia. Pediatrics 120:e336-345

    Article  Google Scholar 

  30. Hooper SR, Gerson AC, Johnson RJ, Mendley SR, Shinnar S, Lande MB, Matheson MB, Gipson DS, Morgenstern B, Warady BA, Furth SL (2016) Neurocognitive, social-behavioral, and adaptive functioning in preschool children with mild to moderate kidney disease. J Dev Behav Pediatr 37:231–238. https://doi.org/10.1097/DBP0000000000000267

    Article  Google Scholar 

  31. Choi S, O’Neil SH, Joshi AA, Li J, Bush AM, Coates TD, Leahy RM, Wood JC (2019) Anemia predicts lower white matter volume and cognitive performance in sickle and non-sickle cell anemia syndrome. Am J Hematol 94:1055–1065

    Article  Google Scholar 

  32. Petranovic D, Batinac T, Petranovic D, Ruzic A, Ruzic T (2008) Iron deficiency anaemia influences cognitive functions. Med Hypotheses 70:70–72

    Article  CAS  Google Scholar 

  33. KDIGO (2012) Anemia work group KDIGO clinical practice guideline for anemia in chronic kidney disease. Kidney Int Suppl 2(4):279–335

    Google Scholar 

  34. Besarab A, Bolton WK, Browne JK, Egrie JC, Nissenson AR, Okamoto DM, Schwab SJ, Goodkin DA (1998) The effects of normal as compared with low hematocrit values in patients with cardiac disease who are receiving hemodialysis and epoetin. N Engl J Med 339:584–590

    Article  CAS  Google Scholar 

  35. Singh AK, Szczech L, Tang KL, Barnhart H, Sapp S, Wolfson M, Reddan D (2006) Correction of anemia with epoetin alfa in chronic kidney disease. N Engl J Med 355:2085–2098

    Article  CAS  Google Scholar 

  36. Pfeffer MA, Burdmann EA, Chen CY, Cooper ME, de Zeeuw D, Eckardt KU, Feyzi JM, Ivanovich P, Kewalramani R, Levey AS, Lewis EF, McGill JB, McMurray JJ, Parfrey P, Parving HH, Remuzzi G, Singh AK, Solomon SD, Toto R (2009) A trial of darbepoetin alfa in type 2 diabetes and chronic kidney disease. N Engl J Med 361:2019–2032

    Article  Google Scholar 

  37. Rheault MN, Molony JT, Nevins T, Herzog CA, Chavers BM (2017) Hemoglobin of 12 g/dl and above is not associated with increased cardiovascular morbidity in children on hemodialysis. Kidney Int 91:177–182

    Article  CAS  Google Scholar 

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Acknowledgements

Data in this manuscript were collected by the CKiD prospective cohort study with clinical coordinating centers (principal investigators) at Children’s Mercy Hospital and the University of Missouri–Kansas City (Dr. Bradley Warady) and the Children’s Hospital of Philadelphia (Dr. Susan Furth), the Central Biochemistry Laboratory (Dr. George Schwartz) at the University of Rochester Medical Center, and the data coordinating center (Drs. Alvaro Muñoz and Derek Ng) at the Johns Hopkins Bloomberg School of Public Health. The CKiD website is located at https://statepi.jhsph.edu/ckid, and a list of CKiD collaborators can be found at https://statepi.jhsph.edu/ckid/site-investigators/. Please refer to the supplemental document which contains the list of the site principal investigators.

Funding

The CKiD Study is supported by grants from the National Institute of Diabetes and Digestive and Kidney Diseases, with additional funding from the Eunice Kennedy Shriver National Institute of Child Health and Human Development, and the National Heart, Lung, and Blood Institute (U01-DK-66143, U01-DK-66174, U24-DK-082194, U24-DK-66116). The CKiD website is located at https://statepi.jhsph.edu/ckid and a list of CKiD collaborators can be found at https://statepi.jhsph.edu/ckid/site-investigators/.

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Correspondence to Nisha S. Singh.

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Singh, N.S., Johnson, R.J., Matheson, M.B. et al. A longitudinal analysis of the effect of anemia on executive functions in children with mild to moderate chronic kidney disease. Pediatr Nephrol 38, 829–837 (2023). https://doi.org/10.1007/s00467-022-05682-3

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