Skip to main content
Log in

Prediction of response to growth hormone treatment in pre-pubertal children with growth hormone deficiency

  • Original Articles
  • Published:
Journal of Endocrinological Investigation Aims and scope Submit manuscript

Abstract

Background: GH therapy response varies substantially among patients. Several models were developed to predict the efficacy of GH therapy in children. Aim: To evaluate the accuracy of a growth prediction model using data from an Italian pediatric GH deficiency (GHD) cohort (GeNeSIS, Growth Prediction Sub-study). Methods: Open-label, multicenter study in 22 Italian pre-pubertal GH treatment-naïve patients with GHD (8 female, 14 male, 0.5 to 12.2 yr), 18 isolated GHD, 4 multiple pituitary hormone deficiency given recombinat human GH therapy (0.025–0.035 mg/kg/day) for 12 months. Growth prediction was performed, after 3 months of treatment, using baseline data [bone age (BA) and IGF-I], a urinary marker of bone turnover [deoxypyridinoline crosslinks (DPD)] at 4 weeks, and height velocity (HV) at 3 months. Results were expressed as 1st-yr HV using the following equation: 1-yr HV (cm) = 3.543 − (2.337 × BA) − (0.010 × IGF-I) + (0.100 × DPD) + (0.299 × 3-month HV). Predictions were compared to the 1st-yr HV and accuracy was calculated as percentage of the difference between mean calculated HV and the real 1st-yr HV. Results: For females predicted HV was 12.98±4.82 cm/yr and actually was 13.05±3.91 cm/yr after the 1st year; for males predicted HV was 13.95±5.39 cm/yr and actually was 12.93±5.02 cm/yr. Conclusions: In this paediatric Italian cohort with GHD, a growth prediction model seems to be a valid tool to assess 1st-yr response to GH treatment in Italian children.

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. Growth Hormone Society. Consensus Guidelines for the diagnosis and treatment of growth hormone (GH) deficiency in childhood and adolescence: summary statement of the GH Research Society. GH Research Society. J Clin Endocrinol Metab 2000, 85: 3990–3.

    Google Scholar 

  2. Hindmarsh PC, Dattani MT. Use of growth hormone in children. Nat Clin Pract Endocrinol Metab 2006; 2: 260–8.

    Article  PubMed  CAS  Google Scholar 

  3. Ranke MB, Lindberg A, Chatelain P, et al. Derivation and validation of a mathematical model for predicting the response to exogenous recombinant human growth hormone (GH) in prepubertal children with idiopathic GH deficiency. KIGS International Board. Kabi Pharmacia International Growth Study. J Clin Endocrinol Metab 1999, 84: 1174–83.

    Article  PubMed  CAS  Google Scholar 

  4. Wikland KA, Kriström B, Rosberg S, Svensson B, Nierop AF. Validated multivariate models predicting the growth response to GH treatment in individual short children with a broad range in GH secretion capacities. Pediatr Res 2000, 48: 475–84.

    Article  PubMed  CAS  Google Scholar 

  5. Schönau E, Westermann F, Rauch F, et al. German Lilly Growth Response Study Group. A new and accurate prediction model for growth response to growth hormone treatment in children with growth hormone deficiency. Eur J Endocrinol 2001, 144: 13–20.

    Article  PubMed  Google Scholar 

  6. Land C, Blum WF, Shavrikova E, Kloeckner K, Stabrey A, Schoenau E. Predicting the growth response to growth hormone (GH) treatment in prepubertal and pubertal children with isolated GH deficiency — Model validation in an observational setting (GeNeSIS). J Pediatr Endocrinol Metab 2007, 20: 685–93.

    Article  PubMed  CAS  Google Scholar 

  7. Tanner JM, Whitehouse RH. Clinical longitudinal standards for height, weight, height velocity, weight velocity, and stages of puberty. Arch Dis Child 1976, 51: 170–9.

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  8. Greulich W, Pyle S. Radiographic Atlas of Skeletal Development of the Hand and Wrist. Palo Alto, CA: Stanford University, 1959.

    Google Scholar 

  9. Ogden CL, Kuczmarski RJ, Flegal KM, et al. Centers for Disease Control and Prevention 2000 growth charts for the United States: improvements to the 1977 National Center for Health Statistics version. Pediatrics 2002, 109: 45–60.

  10. Blum WF, Breier BH. Radioimmunoassays for IGFs and IGFBPs. Growth Regul 1994, 4 (Suppl 1): 11–9.

    PubMed  CAS  Google Scholar 

  11. Blethen SL, Compton P, Lippe BM, Rosenfeld RG, August GP, Johanson A. Factors predicting the response to growth hormone (GH) therapy in prepubertal children with GH deficiency. J Clin Endocrinol Metab 1993, 76: 574–9.

    PubMed  CAS  Google Scholar 

  12. Spagnoli A, Spadoni GL, Cianfarani S, Pasquino AM, Troiani S, Boscherini B. Prediction of the outcome of growth hormone therapy in children with idiopathic short stature. A multivariate discriminant analysis. J Pediatr 1995, 126: 905–9.

    Article  PubMed  CAS  Google Scholar 

  13. Kriström B, Jansson C, Rosberg S, Albertsson-Wikland K. Growth response to growth hormone (GH) treatment relates to serum insulin-like growth factor I (IGF-1) and IGF-binding protein-3 in short children with various GH secretion capacities. Swedish Study Group for Growth Hormone Treatment. J Clin Endocrinol Metab 1997, 82: 2889–98.

    PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to D. Valle MD.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Valle, D., Bartolotta, E., Caruso, M. et al. Prediction of response to growth hormone treatment in pre-pubertal children with growth hormone deficiency. J Endocrinol Invest 34, e126–e130 (2011). https://doi.org/10.1007/BF03346720

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF03346720

Key-words

Navigation