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American Academy of Pediatrics
Commentary

Bilirubin Screening for Normal Newborns: A Critique of the Hour-Specific Bilirubin Nomogram

David L. Fay, Kenneth G. Schellhase and Gautham K. Suresh
Pediatrics October 2009, 124 (4) 1203-1205; DOI: https://doi.org/10.1542/peds.2009-0190
David L. Fay
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Kenneth G. Schellhase
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Gautham K. Suresh
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Kernicterus is a devastating but rare disease with an incidence that ranges from 0.4 to 2.9 per 100000 live births.1–6 Recently, a preventive strategy of measuring predischarge bilirubin levels in all infants discharged from the newborn nursery was proposed and included as an option in the American Academy of Pediatrics guidelines.7 The percentile location of these levels on an hour-specific “nomogram” of total serum bilirubin (TSB) levels first described by Bhutani et al8 is thought to predict the risk of severe hyperbilirubinemia. In this commentary we highlight the methodologic flaws in the development of the nomogram, the lack of evidence for efficacy of screening, and the potential undesirable consequences of such an approach. Multiple flaws in the methods used to create the nomogram8 and assess its accuracy generate serious questions about its validity. Some of these issues were emphasized previously by experts on hyperbilirubinemia who stated that “the study biases and interlaboratory variability in TSB measurements preclude general extrapolation of the quantitative results of this study… ”9

First, the applicability of these percentile curves to the overall US or international population is suspect, because they were developed in a retrospective study that used a small sample of infants from a single urban Philadelphia, Pennsylvania, hospital, the demographics of which (43% white, 41% black, 4% Hispanic, and 4% Asian) do not represent US demographics.10–13

Second, the estimation of test characteristics (sensitivity, specificity, and positive and negative predictive values) in the original study8 is flawed. To accurately estimate such characteristics, all patients undergoing a diagnostic test should be followed adequately and all subjected to a gold-standard confirmatory test regardless of whether the diagnostic test is positive or negative. In this study, the presence or absence of hyperbilirubinemia after discharge was not ascertained in 10163 (78%) of the 13003 infants undergoing predischarge bilirubin testing. Only infants who returned to the hospital for follow-up had bilirubin levels checked (which occurred at the clinicians' discretion). Furthermore, there was not an adequate explanation of why the majority of infants were not analyzed. Thus, the curves were generated from only 22% of the infants enrolled in the study, which severely limits the generalizability of the results.

Third, the outcome targeted for prediction, a postdischarge bilirubin level at ≥95th percentile (termed “significant hyperbilirubinemia” in the article), is of uncertain clinical significance, and its relationship to kernicterus is unknown.

Fourth, the sample from which the percentile curves and the predictive criteria were derived was the same. Ideally, a predictive tool should be developed in 1 sample and validated in another.14

Even if the above-listed methodologic problems that undermine the study's validity are ignored, there is no evidence that the use of the nomogram in a screening program prevents kernicterus. The optimal study design for proving the efficacy of a screening test is a randomized trial.15 Studies that have reported the use of predischarge bilirubin screening were not randomized trials, used a variety of cointerventions in addition to screening, and in place of kernicterus used a surrogate outcome (severe hyperbilirubinemia, which does not always lead to kernicterus). Therefore, the use of the nomogram as part of a screening program does not satisfy World Health Organization criteria for screening tests.16

Finally, several undesirable consequences may occur from the use of nomogram-based risk screening. Infants designated at low risk on the nomogram may, in reality, be at high risk of kernicterus or severe hyperbilirubinemia. Such false-negative results have been described,17–20 but their exact frequency is unknown. In a registry of 35 to 37 weeks' gestation infants with kernicterus, 1 (6.3%) of 16 infants whose bilirubin levels were measured during the first 4 days of life had a measurement below the 40th percentile (low-risk zone) on the Bhutani et al nomogram, and 2 (12.5%) had early bilirubin levels between the 40th and 75th percentiles (low-intermediate–risk zone).17 Two studies of infants readmitted for hyperbilirubinemia showed that 2.7% to 3.6% of the newborns were in the low-risk zone, and 13.5% to 43% were in the low-intermediate–risk zone, demonstrating a significant risk of false-negative results.19,20 In addition, kernicterus has occurred in infants with TSB levels ranging from 4 to 54 mg/dL.21

Clinicians who are falsely reassured by such false-negative results may follow newborns inadequately after discharge, thereby delaying the detection and treatment of significant disease. We have also encountered many clinicians who believe that the Bhutani et al nomogram predicts the risk of kernicterus itself and many who use it to decide when to initiate phototherapy. Such misuse may arise because the Bhutani et al nomogram is unclear and prone to misinterpretation.

In this issue of Pediatrics, Anastasia et al22 describe a new transcutaneous bilirubin nomogram. Although their study had a lower attrition rate before hospital discharge at 72 to 96 hours of life, its flaws are similar to those of the Bhutani et al study: a highly selective patient sample (white infants from a single Greek hospital, of whom 45% were formula fed and 38% were born by cesarean delivery), selective follow-up after discharge, and lack of validation in an independent patient sample. The gold standard used to estimate test characteristics was the American Academy of Pediatrics phototherapy guideline, which is based solely on expert opinion. Therefore, this nomogram's clinical significance is unknown, as is its tendency toward misinterpretation.

The costs of a universal bilirubin screening program are high, ranging from $4 million to $78 million to prevent 1 case of kernicterus, if efficacy of screening is assumed.23 Any prevention program this expensive requires high-level evidence to justify widespread implementation. Widespread screening without proof of efficacy can result not only in wasted health care resources but also in unnecessary testing of numerous newborns, “medicalization” of normal newborns, and adverse effects on the parents, including anxiety and a negative perception of the child's overall care.24,25

Kernicterus is a serious complication of hyperbilirubinemia that should be prevented but, ideally, with interventions supported by high-level evidence from rigorous research. Until such evidence is available, methods that might be ineffective at best and harmful at worst should be avoided, and universal newborn follow-up and evaluation should be emphasized. The use of the hour-specific bilirubin nomogram, although well intentioned, not only is unjustified as a method of risk screening but also potentially encourages inadequate follow-up of newborns and exposes them to unnecessary risk.

Footnotes

    • Accepted February 17, 2009.
  • Address correspondence to David L. Fay, MD, Waukesha Family Medicine Residency Program, 210 NW Barstow, Suite 201, Waukesha, WI 53188. E-mail: david.fay{at}phci.org
  • This commentary does not report the results of a clinical trial.

  • Opinions expressed in this commentary are those of the author and not necessarily those of the American Academy of Pediatrics or its Committees.

  • Financial Disclosure: The authors have indicated they have no financial relationships relevant to this article to disclose.

TSB—total serum bilirubin

REFERENCES

  1. ↵
    Ebbesen F. Recurrence of kernicterus in term and near-term infants in Denmark. Acta Paediatr.2000;89 (10):1213– 1217
    OpenUrlCrossRefPubMed
  2. Ebbesen F, Andersson C, Verder H, et al. Extreme hyperbilirubinaemia in term and near-term infants in Denmark. Acta Paediatr.2005;94 (1):59– 64
    OpenUrlCrossRefPubMed
  3. Sgro M, Campbell D, Shah V. Incidence and causes of severe neonatal hyperbilirubinemia in Canada. CMAJ.2006;175 (6):587– 590
    OpenUrlAbstract/FREE Full Text
  4. Manning D, Todd P, Maxwell M, Jane PM. Prospective surveillance study of severe hyperbilirubinaemia in the newborn in the UK and Ireland. Arch Dis Child Fetal Neonatal Ed.2007;92 (5):F342– F346
    OpenUrlAbstract/FREE Full Text
  5. Bjerre JV, Petersen JR, Ebbesen F. Surveillance of extreme hyperbilirubinaemia in Denmark: a method to identify the newborn infants. Acta Paediatr.2008;97 (8):1030– 1034
    OpenUrlCrossRefPubMed
  6. ↵
    Burke BL, Robbins JM, Bird TM, Hobbs CA, Nesmith C, Tilford JM. Trends in hospitalizations for neonatal jaundice and kernicterus in the United States: 1993 to 2004 [abstract]. Presented at: Pediatric Academic Societies Annual Meeting; May 3–6, 2008; Honolulu, HI
  7. ↵
    American Academy of Pediatrics, Subcommittee on Hyperbilirubinemia. Management of hyperbilirubinemia in the newborn infant 35 or more weeks of gestation [published correction appears in Pediatrics. 2004;114(4):1138]. Pediatrics.2004;114 (1):297– 316
    OpenUrlAbstract/FREE Full Text
  8. ↵
    Bhutani VK, Johnson L, Sivieri EM. Predictive ability of a predischarge hour-specific serum bilirubin for subsequent significant hyperbilirubinemia in healthy term and near-term newborns. Pediatrics.1999;103 (1):6– 14
    OpenUrlAbstract/FREE Full Text
  9. ↵
    Maisels MJ, Newman TB. Predicting hyperbilirubinemia in newborns: the importance of timing. Pediatrics.1999;103 (2):493– 495
    OpenUrlFREE Full Text
  10. ↵
    Grieco EM. The white population: 2000. Available at: www.census.gov/prod/2001pubs/c2kbr01-4.pdf. Accessed July 30, 2008
  11. DeBarros K, Bennett C. The black population in the United States: March 1997 (update). Available at: www.census.gov/prod/3/98pubs/p20-508.pdf. Accessed July 30, 2008
  12. Guzmán B. The Hispanic population. Available at: www.census.gov/prod/2001pubs/c2kbr01-3.pdf. Accessed July 30, 2008
  13. ↵
    Barnes JS, Bennett CE. The Asian population: 2000. Available at: www.census.gov/prod/2002pubs/c2kbr01-16.pdf. Accessed July 30, 2008
  14. ↵
    McGinn T, Guyatt G, Wyer P, Naylor CD, Stiell I. Clinical prediction rules. In: Guyatt G, Rennie D, eds. Users' Guide to the Medical Literature: A Manual for Evidence-Based Clinical Practice. Chicago, IL: JAMA and Archives Journals, American Medical Association; 2002:471– 483
  15. ↵
    Barratt A, Irwig L, Glasziou P, et al. Users' guide to medical literature XVII How to use guidelines and recommendations about screening. JAMA.1999;281 (21):2029– 2034
    OpenUrlCrossRefPubMed
  16. ↵
    Wilson JMG, Jungner G. Principles and practice of screening for disease. WHO Chron.1968;22 (11):473
    OpenUrl
  17. ↵
    Johnson LH, Bhutani VK, Brown AK. System-based approach to management of neonatal jaundice and prevention of kernicterus. J Pediatr.2002;140 (4):396– 403
    OpenUrlCrossRefPubMed
  18. Maisels MJ, Newman TB, Watchko JF. Effect of predischarge bilirubin screening on subsequent hyperbilirubinemia. Pediatrics.2006;118 (4):1796; author reply 1976–1977
    OpenUrl
  19. ↵
    Slaughter J, Annibale D, Suresh GK. False-negative results of pre-discharge neonatal bilirubin screening to predict severe hyperbilirubinemia: a need for caution. Eur J Pediatr.2009; In press
  20. ↵
    Kaplan M, Bromiker R, Schimmel MS, Algur N, Hammerman C. Evaluation of discharge management in the prediction of hyperbilirubinemia: the Jerusalem experience. J Pediatr.2007;150 (4):412– 417
    OpenUrlCrossRefPubMed
  21. ↵
    Ip S, Chung M, Kulig J, et al; American Academy of Pediatrics, Subcommittee on Hyperbilirubinemia. An evidence-based review of important issues concerning neonatal hyperbilirubinemia. Pediatrics.2004;114 (1). Available at: www.pediatrics.org/cgi/content/full/114/1/e130
  22. ↵
    Anastasia V, Sotirios F, Eleni S, Lito M, Dorothea B, Stefanos M. Transcutaneous bilirubin nomogram for the prediction of significant hyperbilirubinemia in healthy term and near-term neonates. Pediatrics.2009;124 (4):1052– 1059
    OpenUrlAbstract/FREE Full Text
  23. ↵
    Suresh GK, Clark RE. Cost-effectiveness of strategies that are intended to prevent kernicterus in newborn infants. Pediatrics.2004;114 (4):917– 924
    OpenUrlAbstract/FREE Full Text
  24. ↵
    Cohen E, Adams S, Friedman J, Mahant S, Rosenbaum P. The needs of medically complex and fragile children and their parents. Paediatr Child Health.2008;13 (suppl A):51A
    OpenUrl
  25. ↵
    Kemper K, Forsyth B, McCarthy P. Jaundice, terminating breast-feeding, and the vulnerable child. Pediatrics.1989;84 (5):773– 778
    OpenUrlAbstract/FREE Full Text
  • Copyright © 2009 by the American Academy of Pediatrics
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Bilirubin Screening for Normal Newborns: A Critique of the Hour-Specific Bilirubin Nomogram
David L. Fay, Kenneth G. Schellhase, Gautham K. Suresh
Pediatrics Oct 2009, 124 (4) 1203-1205; DOI: 10.1542/peds.2009-0190

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Bilirubin Screening for Normal Newborns: A Critique of the Hour-Specific Bilirubin Nomogram
David L. Fay, Kenneth G. Schellhase, Gautham K. Suresh
Pediatrics Oct 2009, 124 (4) 1203-1205; DOI: 10.1542/peds.2009-0190
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