Skip to main content

Advertisement

Log in

Influence of body mass index status on urinary creatinine and specific gravity for epidemiological study of children

  • Original Article
  • Published:
European Journal of Pediatrics Aims and scope Submit manuscript

Abstract

In epidemiological studies, urinary biomonitoring is a valid approach to assess the association between environmental chemical exposure and children’s health. Many clinical biomarkers (e.g., endogenous metabolites) are also based on analysis of urine. Considering the variability in urinary output, urinary concentrations of chemicals are commonly adjusted by creatinine and specific gravity (SG). However, there is a lack of systematic evaluation of their appropriateness for children. Furthermore, urinary SG and creatinine excretion could be influenced by body mass index (BMI), but the effect of BMI status on the two correction factors is unknown. We measured SG and creatinine concentrations of repeated first morning urine samples collected from 243 primary school children (8–11 years) over 5 consecutive weekdays. Urinary SG presented a higher temporal consistency compared with creatinine. Urinary SG was associated with sex (p < 0.001), whereas sex (p =0.034) and BMI (p = 00.008) were associated with urinary creatinine levels. Inter-day collection time was not associated with SG or creatinine after excluding the effect of Monday as a confounder. When stratified by BMI status, none of the factors were associated with creatinine among the overweight and obese children.

Conclusion: Generally, SG is preferable for correcting the variability in urinary output for children although creatinine correction may also perform well in overweight and obese children. SG correction is recommended for epidemiological exposure analysis in children based on urinary levels of exogenous or endogenous metabolites.

What is Known:

Creatinine and SG are common factors for correcting urinary dilution.

The data of temporal variability of urinary creatinine or SG is limited.

What is New:

The inter-day variability of urinary SG and creatinine in children is explored.

The influence of BMI status on urinary creatinine and SG is analyzed.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

Abbreviations

BMI:

Body mass index

BPA:

Bisphenol A

CI:

Confidence interval

ICC:

Intraclass correlation coefficient

NHANES:

National Health and Nutrition Examination Survey

SG:

Specific gravity

References

  1. Angerer J, Ewers U, Wilhelm M (2007) Human biomonitoring: state of the art. Int J Hyg Environ Health 210(3):201–228

    Article  CAS  PubMed  Google Scholar 

  2. Aprea C, Colosio C, Mammone T, Minoia C, Maroni M (2002) Biological monitoring of pesticide exposure: a review of analytical methods. J Chromatogr B 769(2):191–219

    Article  CAS  Google Scholar 

  3. Barr DB, Wilder LC, Caudill SP, Gonzalez AJ, Needham LL, Pirkle JL (2005) Urinary creatinine concentrations in the US population: implications for urinary biologic monitoring measurements. Environ Health Perspect 113(2):192–200

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  4. Bleiler RE, Schedl HP (1962) Creatinine excretion: variability and relationship to diet and body size. J Lab Clin Med 59:945–953

    CAS  PubMed  Google Scholar 

  5. Boeniger MF, Lowry LK, Rosenberg J (1993) Interpretation of urine results used to assess chemical-exposure with emphasis on creatinine adjustments—a review. Am Ind Hyg Assoc J 54(10):615–627

    Article  CAS  PubMed  Google Scholar 

  6. Braun JM, Kalkbrenner AE, Calafat AM, Bernert JT, Ye X, Silva MJ, Barr DB, Sathyanarayana S, Lanphear BP (2011) Variability and predictors of urinary bisphenol A concentrations during pregnancy. Environ Health Perspect 119:131–137

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  7. Chadha V, Garg U, Alon US (2001) Measurement of urinary concentration: a critical appraisal of methodologies. Pediatr Nephrol 16(4):374–382

    Article  CAS  PubMed  Google Scholar 

  8. Cone EJ, Caplan YH, Moser F, Robert T, Shelby MK, Black DL (2009) Normalization of urinary drug concentrations with specific gravity and creatinine. J Anal Toxicol 33(1):1–7

    Article  CAS  PubMed  Google Scholar 

  9. Edwards KDG, Whyte HM (1959) Creatinine excretion and body composition. Clin Sci 18:361–366

    CAS  PubMed  Google Scholar 

  10. Freeman NC, Wainman T, Lioy PJ, Stern AH, Shupack SI (1995) The effect of remediation of chromium waste sites on chromium levels in urine of children living in the surrounding neighborhood. J Air Waste Manag Assoc 45(8):604–614

    Article  CAS  PubMed  Google Scholar 

  11. Kesteloot H, Joossens JV (1996) On the determinants of the creatinine clearance: a population study. J Hum Hypertens 10:245–249

    CAS  PubMed  Google Scholar 

  12. Gerchman F, Tong J, Utzschneider KM, Zraika S, Udayasankar J, McNeely MJ, Carr DB, Leonetti DL, Young BA, de Boer IH, Boyko EJ, Fujimoto WY, Kahn SE (2009) Body mass index is associated with increased creatinine clearance by mechanism independent of body fat distribution. J Clin Endocrinol Metab 94:3781–3788

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  13. Haddow JE, Knight GJ, Palomaki GE, Neveux LM, Chilmonczyk BA (1994) Replacing creatinine measurements with specific-gravity values to adjust urine cotinine concentrations. Clin Chem 40(4):562–564

    CAS  PubMed  Google Scholar 

  14. Ji CY (2005) Report on childhood obesity in China (1)—body mass index reference for screening overweight and obesity in Chinese school-age children. Biomed Environ Sci 18:390–400

    PubMed  Google Scholar 

  15. Lewis RC, Meeker JD, Peterson KE, Lee JM, Pace GG, Cantoral A, Téllez-Rojo MM (2013) Predictors of urinary bisphenol A and phthalate metabolite concentrations in Mexican children. Chemosphere 93:2390–2398

    Article  CAS  PubMed  Google Scholar 

  16. Li X, Ying GG, Zhao JL, Chen ZF, Lai HJ, Su HC (2013) 4-Nonylphenol, bisphenol-A and triclosan levels in human urine of children and students in China, and the effects of drinking these bottled materials on the levels. Environ Int 52:81–86

    Article  CAS  PubMed  Google Scholar 

  17. Mage DT, Allen R, Gondy G, Smith W, Barr DB, Needham LL (2004) Estimating pesticide dose from urinary pesticide concentration data by creatinine correction in the Third National Health and Nutrition Examination Survey. J Expo Anal Environ Epidemiol 14(6):457–465

    Article  CAS  PubMed  Google Scholar 

  18. Meeker JD, Ryan L, Barr DB, Herrick RF, Bennett DH, Bravo R, Hauser R (2004) The relationship of urinary metabolites of carbaryl/naphthalene and chlorpyrifos with human semen quality. Environ Health Perspect 112(17):1665–1670

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  19. Miller RC, Brindle E, Holman DJ, Shofer J, Klein NA, Soules MR, O’Connor KA (2004) Comparison of specific gravity and creatinine for normalizing urinary reproductive hormone concentrations. Clin Chem 50:924–932

    Article  CAS  PubMed  Google Scholar 

  20. Nahar MS, Soliman AS, Colacino JA, Calafat AM, Battige K, Hablas A, Seifeldin IA, Dolinoy DC, Rozek LS (2012) Urinary bisphenol A concentrations in girls from rural and urban Egypt: a pilot study. Environ Health 11:20

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  21. O’Rourke MK, Lizardi PS, Rogan SP, Freeman NC, Aguirree A, Saint CG (2000) Pesticide exposure and creatinine variation among young children. J Expo Anal Environ Epidemiol 10(6):672–681

    Article  PubMed  Google Scholar 

  22. Ortiz-Perez MD, Torres-Dosal A, Batres LE, López-Guzmán OD, Grimaldo M, Carranza C, Pérez-Maldonado IN, Martínez F, Pérez-Urizar J, Díaz-Barriga F (2005) Environmental health assessment of deltamethrin in a malarious area of Mexico: environmental persistence, toxicokinetics, and genotoxicity in exposed children. Environ Health Perspect 113(6):782–786

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  23. Pearson MA, Lu C, Schmotzer BJ, Waller LA, Riederer AM (2009) Evaluation of physiological measures for correcting variation in urinary output: implications for assessing environmental chemical exposure in children. J Expo Sci Environ Epidemiol 19(3):336–342

    Article  CAS  PubMed  Google Scholar 

  24. Polat M, Akil I, Yuksel H, Coskun S, Yilmaz D, Erguder I, Onag A (2006) The effect of seasonal changes on blood pressure and urine-specific gravity in children living in Mediterranean climate. Med Sci Monit 12(4):CR186–CR190

    PubMed  Google Scholar 

  25. Pottel H, Vrydags N, Mahieu B, Vandewynckele E, Croes K, Martens F (2008) Establishing age/sex related serum creatinine reference intervals from hospital laboratory data based on different statistical methods. Clin Chim Acta 396:49–55

    Article  CAS  PubMed  Google Scholar 

  26. Wang B, Wang HX, Zhou W, He YH, Zhou Y, Chen Y, Jiang QW (2014) Exposure to bisphenol A among school children in eastern China: A multicenter cross-sectional study. J Expo Sci Environ Epidemiol. 24(6): 657–664

  27. Wang HX, Zhou Y, Tang CX, Wu JG, Chen Y, Jiang QW (2012) Association between bisphenol A exposure and body mass index in Chinese school children: a cross-sectional study. Environ Health 11:79–87

    Article  PubMed Central  PubMed  Google Scholar 

  28. WHO (1996) Biological monitoring of chemical exposure in the workplace, vol 1. World Health Organization, Geneva

    Google Scholar 

  29. Wielgomas B (2013) Variability of urinary excretion of pyrethroid metabolites in seven persons over seven consecutive days—implications for observational studies. Toxicol Lett 221:15–22

    Article  CAS  PubMed  Google Scholar 

  30. Wu D, Yang H, Luo J, Zhang G, Li S, Wang M et al (2014) Age- and gender-specific reference values for urine albumin/creatinine ratio in children of southwest China. Clin Chim Acta 431:239–243

    Article  CAS  PubMed  Google Scholar 

  31. Yamano Y, Miyakawa S, Iizumi K, Itoh H, Iwasaki M, Tsugane S, Kagawa J, Nakadate T (2008) Long-term study of urinary bisphenol A in elementary school children. Environ Health Prev Med 13:332–337

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  32. Zhang T, Sun H, Kannan K (2013) Blood and urinary bisphenol A concentrations in children, adults, and pregnant women from China: partitioning between blood and urine and maternal and fetal cord blood. Environ Sci Technol 47:4686–4694

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgments

This study was supported by the Natural Science Foundation of China (No.81373089), 985 Innovation Platform Project for Superiority Subject of Ministry of Education of China (No. EZF201001), grants of the National Health Research Program from the State Ministry of Health of China (No.201202012).

Conflict of interest

The authors declare no conflict of interest.

Authors’ contributions

B.W. wrote the manuscript, with contributions from H.X.W. and Y.C.; Y.Z., B.W., H.X.W., and C.X.T. performed the collections of samples and anthropometric data. B.W., H.X.W, and W.Z. conducted the measurements of samples. B.W. and Y.Z. performed the statistical analyses. Y.C., Q.W.J., and Y.Z. jointly supervised this study. All authors contributed to and approved the final manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ying Zhou.

Additional information

Communicated by Jaan Toelen

Revisions received: 26 December 2014/11 March 2015

Electronic supplementary material

Below is the link to the electronic supplementary material.

ESM 1

(PDF 384 kb)

ESM 2

(PDF 274 kb)

ESM 3

(PDF 264 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Wang, B., Tang, C., Wang, H. et al. Influence of body mass index status on urinary creatinine and specific gravity for epidemiological study of children. Eur J Pediatr 174, 1481–1489 (2015). https://doi.org/10.1007/s00431-015-2558-9

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00431-015-2558-9

Keywords

Navigation