Skip to main content
Log in

Impact of Selection of Growth Chart in the Diagnosis of Suboptimal Fetal Growth and Neonatal Birthweight and Correlation with Adverse Neonatal Outcomes in a Third Trimester South Indian Antenatal Cohort; A Prospective Cross-Sectional Study

  • Original Article
  • Published:
Journal of Fetal Medicine

Abstract

Objectives: To compare fetal and neonatal growth charts pertaining to different models (population-specific, universal reference, universal standard and fully customised) in detecting suboptimal fetal growth in the third trimester. Methods: This was a prospective observational study conducted at two fetal medicine centers. After applying the inclusion criteria [singleton pregnancies between 28 and 40 weeks, verified dates and estimated fetal weight (EFW) ≤ 25th centile as per the Hadlock chart], 292 women were consecutively recruited. Four fetal growth charts (Hadlock, Intergrowth, fully customised GROW, Sonocare) and three neonatal charts (Fenton, Intergrowth and fully customised GROW) were used in the study. The EFW and birthweight centiles were categorized into three groups: < 3.0, 3.1–10th and > 10th centiles. The charts were evaluated by their ability to detect pregnancies with uteroplacental insufficiency and/or development of adverse neonatal outcomes in the third trimester. Results: Significant difference was noted between the fetuses/neonates assigned as < 3rd centile (Hadlock-9.3%, Sonocare-4.8%, Intergrowth- 6.8% and the fully customised GROW- 6.5%) and the neonatal charts (Fenton-18.5%, Intergrowth- 20.2% and fully customised GROW- 13.4%). At a cut-off of 3rd centile, the GROW chart had the highest sensitivity (84.2%) followed by Intergrowth (78.9%), Hadlock (70.37%) and Sonocare (64.29%). Similarly, for a cut-off of < 10th, the sensitivity was GROW 70.27%, Sonocare 64%, Intergrowth 60.8% and Hadlock 50%. Amongst the neonatal charts, fully customised GROW chart had the greatest detection rate (< 3rd = 74.36%, < 10th = 70.27%). However, there was no significant difference between the charts in the detection of pregnancies with suboptimal fetal growth associated with uteroplacental insufficiency and/or adverse neonatal outcomes. Conclusion: Despite substantial discrepancy between the growth charts in diagnosing fetal smallness, adding multivessel Doppler negates significant differences between them in diagnosing suboptimal fetal growth associated with uteroplacental insufficiency and adverse neonatal outcomes.

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.

Similar content being viewed by others

References

  1. Figueras F, Gratacos E. Stage-based approach to the management of fetal growth restriction. Prenat Diagn. 2014;34(7):655–9.

    Article  Google Scholar 

  2. Figueras F, Gratacós E. Update on the diagnosis and classification of fetal growth restriction and proposal of a stage-based management protocol. Fetal Diagn Ther. 2014;36(2):86–98.

    Article  Google Scholar 

  3. Gordijn SJ, Beune IM, Thilaganathan B, Papageorghiou A, Baschat AA, Baker PN, et al. Consensus definition of fetal growth restriction: a Delphi procedure. Ultrasound Obstet Gynecol. 2016;48(3):333–9.

    Article  CAS  Google Scholar 

  4. NICE. Antenatal care: routine care for the healthy pregnant woman. National Institute of Health and Clinical Excellence: London, 2008.

  5. ACOG practice bulletin no. 204 summary: fetal growth restriction. Obstet Gynecol. 2019;133(2):390–2.

    Article  Google Scholar 

  6. Gardosi J, Madurasinghe V, Williams M, Malik A, Francis A. Maternal and fetal risk factors for stillbirth: population based study. BMJ. 2013;346:f108.

  7. Zhang J, Merialdi M, Platt LD, Kramer MS. Defining normal and abnormal fetal growth: promises and challenges. Am J Obstet Gynecol. 2010;202:522–8.

    Article  Google Scholar 

  8. Halimeh R, Melchiorre K, Thilaganathan B. Preventing term stillbirth: benefits and limitations of using fetal growth reference charts. Curr Opin Obstet Gynecol. 2019;31(6):365–74.

    Article  Google Scholar 

  9. Hutcheon JA, Liauw J. Should Fetal Growth Charts Be References or Standards? Epidemiology. 2021;32(1):14–7.

    Article  Google Scholar 

  10. Ioannou C, Talbot K, Ohuma E, Sarris I, Villar J, Conde-Agudelo A, et al. Systematic review of methodology used in ultrasound studies aimed at creating charts of fetal size. BJOG. 2012;119(12):1425–39.

    Article  CAS  Google Scholar 

  11. Odibo A, Nwabuobi C, Odibo L, et al. Customized fetal growth standard compared with the INTERGROWTH-21st century standard at predicting small-for-gestational-age neonates. Acta Obstetr Gynecol Scand. 2018;97:1381–7.

    Article  Google Scholar 

  12. Iliodromiti S, Mackay DF, Smith GC, Pell JP, Sattar N, Lawlor DA, et al. Customised and Noncustomised Birth Weight Centiles and Prediction of Stillbirth and Infant Mortality and Morbidity: A Cohort Study of 979,912 Term Singleton Pregnancies in Scotland. PLoS Med. 2017; 14: e1002228.

  13. Vikraman SK, Elayedatt RA. Prospective Comparative Evaluation of Performance of Fetal Growth Charts in the Diagnosis of Suboptimal Fetal Growth During Third Trimester Ultrasound Examination in an Unselected South Indian Antenatal Population. J Fetal Med. 2020;7:103–10.

    Article  Google Scholar 

  14. Salomon LJ, Alfirevic Z, Berghella V, Bilardo C, Hernandez- Andrade E, Johnsen SL, et al. Practice guidelines for performance of the routine mid- trimester fetal ultrasound scan. Ultrasound Obstet Gynecol. 2011;37(1):116–26.

    Article  CAS  Google Scholar 

  15. Hadlock FP, Harrist RB, Sharman RS, Deter RL, Park SK. Estimation of fetal weight with the use of head, body, and femur measurements: a prospective study. Am J Obstet Gynecol. 1985;151:333–7.

    Article  CAS  Google Scholar 

  16. Hadlock FP, Harrist RB, Martinez-Poyer J. In utero analysis of fetal growth: a sonographic weight standard. Radiology. 1991;181:129–33.

    Article  CAS  Google Scholar 

  17. Papageorghiou AT, Ohuma EO, Altman DG, Todros T, Ismail Cheikh, Lambert A, et al. International standards for fetal growth based on serial ultrasound measurements: the Fetal Growth Longitudinal Study of the INTERGROWTH-21st Project. Lancet. 2014;384:869–79.

  18. Stirnemann J, Villar J, Salomon LJ, Ohuma E, Ruyan P, Altman DG, et al. International estimated fetal weight standards of the INTERGROWTH-21st Project. Ultrasound Obstet Gynecol. 2017;49:478–86.

    Article  CAS  Google Scholar 

  19. Gardosi J, Mongelli M, Wilcox M, Chang A, Sahota D, Francis A. Gestation related optimal weight (GROW) program. Software version 5.12,2003. Perinatal Institute. www.gestation.net.

  20. Medialogic innovative solutions for healthcare solutions [Internet]. Chennai [Cited 2021 April 17]; Available from http://www.medialogicindia.com/sonocare.html

  21. Fenton TR, Kim JH. A systematic review and meta-analysis to revise the Fenton growth chart for preterm infants. BMC Pediatr. 2013;13:59.

    Article  Google Scholar 

  22. Fenton TR, Nasser R, Eliasziw M, Kim JH, Bilan D, Sauve R. Validating the weight gain of preterm infants between the reference growth curve of the fetus and the term infant. BMC Pediatr. 2013;13(1):92.

    Article  Google Scholar 

  23. Francis A, Gardosi J. Effectiveness of ultrasound biometry at 34–36 weeks in the detection of SGA at birth. BJOG. 2016;123:86.

    Google Scholar 

  24. Wright D, Wright A, Smith E, Nicolaides KH. Impact of biometric measurement error on identification of small- and large-for-gestational-age fetuses. Ultrasound Obstet Gynecol. 2020;55(2):170–6.

    Article  CAS  Google Scholar 

  25. Cavallaro A, Ash ST, Napolitano R, Wanyonyi S, Ohuma EO, Molloholli M, et al. Quality control of ultrasound for fetal biometry: results from the INTERGROWTH-21st Project. Ultrasound Obstet Gynecol. 2018;52:332–9.

    Article  CAS  Google Scholar 

  26. Poljak B, Agarwal U, Jackson R, Alfirevic Z, Sharp A. Diagnostic accuracy of individual antenatal tools for prediction of small-for- gestational age at birth. Ultrasound Obstet Gynecol. 2017;49:493–9.

    Article  CAS  Google Scholar 

  27. Leung TN, Pang MW, Daljit SS, et al. Fetal biometry in ethnic Chinese: biparietal diameter, head circumference, abdominal circumference and femur length. Ultrasound Obstet Gynecol. 2008;31(3):321–7.

    Article  CAS  Google Scholar 

  28. Yeo GS, Chan WB, Lun KC, Lai FM. Racial differences in fetal morphometry in Singapore. Ann Acad Med Singapore. 1994;23(3):371–6.

    CAS  PubMed  Google Scholar 

  29. Jacquemyn Y, Sys SU, Verdonk P. Fetal biometry in different ethnic groups. Early Hum dev. 2000;57(1):1–13.

    Article  CAS  Google Scholar 

  30. Romano-Zelekha O, Freedman L, Olmer L, Green MS, Shohat T; Israel Network for Ultrasound in Obstetrics and Gynecology. Should fetal weight growth curves be population specific? Prenat diagn. 2005;25(8):709–14.

  31. Stampalija T, Ghi T, Rosolen V, Rizzo G, Ferrazzi EM, Prefumo F et al. SIEOG working group on fetal biometric charts. Current use and performance of the different fetal growth charts in the Italian population. Eur J Obstet Gynecol Reprod Biol. 2020;252:323–29.

  32. Salomon LJ, Bernard JP, Duyme M, Buvat I, Ville Y. The impact of choice of reference charts and equations on the assessment of fetal biometry. Ultrasound Obstet Gynecol. 2005;25(6):559–65.

    Article  CAS  Google Scholar 

  33. Daniel-Spiegel E, Mandel M, Nevo D, Ben-Chetrit A, Shen O, Shalev E, et al. Fetal biometry in the Israeli population: new reference charts. Isr Med Assoc J. 2016;18(1):40–4.

    PubMed  Google Scholar 

  34. Grantz KL, Hediger ML, Liu D, Buck Louis GM. Fetal growth standards: the NICHD fetal growth study approach in context with INTERGROWTH-21st and the World Health Organization Multicentre Growth Reference Study. Am J Obstet Gynecol. 2018;218(2S):S641-S655.e28.

  35. Salomon LJ, Alfirevic Z, da Silva CF, Deter RL, Figueras F, Ghi T, et al. ISUOG Practice Guidelines: ultrasound assessment of fetal biometry and growth. Ultrasound Obstet Gynecol. 2019;53:715–23.

    Article  CAS  Google Scholar 

  36. Villar J, Altman DG, Purwar M, Noble JA, Knight HE, Ruyan P, et al. The objectives, design and implementation of the INTERGROWTH-21st Project. BJOG. 2013;120(Suppl 2):9–26. v.

  37. Hanson M, Kiserud T, Visser GH, Brocklehurst P, Schneider EB. Optimal fetal growth: a misconception? Am J Obstet Gynecol. 2015;213(332):e1-4.

    Google Scholar 

  38. Gardosi J, Francis A, Turner S, Williams M. Customized growth charts: rationale, validation and clinical benefits. Am J Obstet Gynecol. 2018;218(2):S609–18.

    Article  Google Scholar 

  39. Khalil AA, Morales-Rosello J, Elsaddig M, Khan N, Papageorghiou A, Bhide A, et al. The association between fetal Doppler and admission to neonatal unit at term. Am J Obstet Gynecol. 2015;213(57):e1-57.

    Google Scholar 

  40. Lees CC, Stampalija T, Baschat AA, da Silva CF, Ferrazzi E, Figueras F, et al. ISUOG Practice Guidelines: diagnosis and management of small-for-gestational-age fetus and fetal growth restriction. Ultrasound Obstet Gynecol. 2020;56:298–312.

    Article  CAS  Google Scholar 

  41. Aggarwal N, Sharma GL. Fetal ultrasound parameters: Reference values for a local perspective. Indian J Radiol Imaging. 2020;30(2):149–55.

    Article  Google Scholar 

  42. Giddings S, Clifford S, Madurasinghe V, et al. PFM.69 Customised vs uncustomised ultrasound charts in the assessment of perinatal mortality risk in the South Asian maternity population. Arch Dis Child 2014; 99(Suppl 1): A104–A104.

  43. Anderson NH, Sadler LC, McKinlay CJD, et al. INTERGROWTH-21st vs customized birthweight standards for identification of perinatal mortality and morbidity. Am J Obstet Gynecol. 2016;214:509e1–7.

  44. Shipp TD, Bromley B, Mascola M, Benacerraf B. Variation in fetal femur length with respect to maternal race. J Ultrasound Med. 2001;20(2):141–4.

    Article  CAS  Google Scholar 

  45. Blue NR, Beddow ME, Savabi M, Katukuri VR, Chao CR. Comparing the Hadlock fetal growth standard to the Eunice Kennedy Shriver National Institute of Child Health and Human Development racial/ethnic standard for the prediction of neonatal morbidity and small for gestational age. Am J Obstet Gynecol. 2018;219:474.e1-474.e12.

    Article  Google Scholar 

  46. Kinare AS, Chinchwadkar MC, Natekar AS, Coyaji KJ, Wills AK, Joglekar CV, et al. Patterns of fetal growth in a rural Indian cohort and comparison with a Western European population: data from the Pune maternal nutrition study. J Ultrasound Med. 2010;29(2):215–23.

    Article  Google Scholar 

  47. Melamed N, Hiersch L, Aviram A, Keating S, Kingdom JC. Customized birth-weight centiles and placenta-related fetal growth restriction. Ultrasound Obstet Gynecol. 2020 Oct 19. doi: https://doi.org/10.1002/uog.23516. [Epub ahead of print].

  48. Costantine MM, Mele L, Landon MB, Spong CY, Ramin SM, Casey B, et al. Eunice Kennedy Shriver National Institute of Child Health and Human Development Maternal-Fetal Medicine Units Network. Customized versus population approach for evaluation of fetal overgrowth. Am J Perinatol. 2013;30:565–72.

  49. Carberry AE, Gordon A, Bond DM, Hyett J, Raynes-Greenow CH, Jeffery HE. Customised versus population-based growth charts as a screening tool for detecting small for gestational age infants in low-risk pregnant women. Cochrane Database Syst Rev. 2014;16:CD008549.

  50. Chiossi G, Pedroza C, Costantine MM, Truong VTT, Gargano G, Saade GR. Customized vs population-based growth charts to identify neonates at risk of adverse outcome: systematic review and Bayesian meta-analysis of observational studies. Ultrasound Obstet Gynecol. 2017;50:156–66.

    Article  CAS  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Seneesh Kumar Vikraman.

Ethics declarations

Conflict of interest

The author declares that he has no conflict of interest.

Informed consent

Informed consent was obtained from all women.

Human and animal standards

It is not an experimental research involving humans or animals.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Vikraman, S.K., Elayedatt, R.A., Dubey, A. et al. Impact of Selection of Growth Chart in the Diagnosis of Suboptimal Fetal Growth and Neonatal Birthweight and Correlation with Adverse Neonatal Outcomes in a Third Trimester South Indian Antenatal Cohort; A Prospective Cross-Sectional Study. J. Fetal Med. 8, 177–184 (2021). https://doi.org/10.1007/s40556-021-00312-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40556-021-00312-8

Keywords

Navigation