hrp0086p1-p602 | Growth P1 | ESPE2016

Prediction of First Year Response to Growth Hormone Treatment in Neural Network Models

Smyczynska Urszula , Smyczynska Joanna , Hilczer Maciej

Background: Accurate prediction of responsiveness to growth hormone (GH) therapy is an important issue. The 1st year response to treatment is regarded as significant predictor of the attained final height. Neural networks are techniques of machine learning which do not require any assumptions and preprocessing of data, contrary to linear regression models.Objective and hypotheses: The aim of the study was to predict height velocity (HV) during 1st year o...

hrp0092p1-77 | GH and IGFs | ESPE2019

Severe IGF-I Deficiency in Children with Normal Growth Hormone (GH) Secretion and Excluded GH Insensitivity – is it Really Idiopathic Short Stature?

Joanna Smyczynska , Urszula Smyczynska , Andrzej Lewinski , Maciej Hilczer

According to current recommendations, children with height SDS <-3.0, normal growth hormone (GH) peak in stimulation tests (stimGH) and severe IGF-I deficiency (IGFD) may be diagnosed with primary IGFD and treated with recombinant IGF-I. The need for direct confirmation of GH insensitivity is a matter of discussion. On the other hand, children born small for gestational age (SGA) with no catch-up growth are qualified to GH therapy despite normal GH secretion. The fact that...

hrp0089p2-p235 | GH &amp; IGFs P2 | ESPE2018

Hormonal Predictors of Growth Hormone Therapy Effectiveness in Children with Short Stature – Evidence from Neural Prediction Model for Final Height

Hilczer Maciej , Smyczynska Joanna , Urszula Smyczynska , Stawerska Renata , Lewinski Andrzej

Prediction of growth hormone (GH) therapy effectiveness in children with short stature is an important issue for optimizing its course. Recently, our research group has published prediction models derived with neural networks. The main predictors of final height (FH) in our model were: patientÂ’s height SDS at therapy onset, pre-treatment change of height SDS (HSDS V0) and pre-treatment IGF-I and IGFBP-3 secretion but not the results of GH stimulation tests; the...

hrp0089p2-p237 | GH &amp; IGFs P2 | ESPE2018

Predictors of Poor Response to Growth Hormone Therapy in Children with Short Stature – Evidence from Neural Prediction Model for Final Height

Smyczynska Joanna , Smyczynska Urszula , Hilczer Maciej , Stawerska Renata , Lewinski Andrzej

Prediction of poor response to growth hormone (GH) therapy in children with short stature is an important issue for personalized approach to treatment. Recently, our research group has published prediction models derived with neural networks. The main predictors of final height (FH) in our model were: patientÂ’s height SDS at therapy onset (H0SDS) and pre-treatment IGF-I and IGFBP-3 concentrations but not the results of GH stimulation tests; pre-treatment growth...

hrp0086p1-p626 | Growth P1 | ESPE2016

Significance of IGF-I Generation Test in Diagnosing Primary and Non-Primary IGF-I Deficiency – Clinical Considerations

Smyczynska Joanna , Smyczynska Urszula , Stawerska Renata , Lewinski Andrzej , Hilczer Maciej

Background: The diagnosis of severe primary IGF-I deficiency (IGFD) in children with normal growth hormone (GH) peak in stimulation tests (stimGH) should be confirmed by IGF-I increase <15.0 ng/ml during generation test (IGF-GT), however the significance of IGF-GT has been questioned by some researchers.Objective and hypotheses: Evaluation of the significance of IGF-GT in children with normal stim GH and IGFD, with respect to efficacy of growth-promo...

hrp0082p2-d2-429 | Growth Hormone (1) | ESPE2014

What Should be the Diagnosis and Management of Short Children with IGF1 Deficiency, Responding to GH Administration Despite Normal GH Secretion?

Smyczynska Joanna , Stawerska Renata , Lewinski Andrzej , Hilczer Maciej

Background: GH deficiency (GHD) is currently defined as secondary IGF1 deficiency (IGFD). In the patients with normal GH secretion and IGFD, significant increase of IGF1 during generation test excludes primary IGFD, however is not an approved indication for GH therapy.Objective and hypotheses: The aim of the study was to assess GH therapy effectiveness in children with IGFD, responding to short-term GH administration despite normal GH peak after falling ...

hrp0082p3-d2-834 | Growth (1) | ESPE2014

Effectiveness of GH Therapy in Children with Short Stature and Decreased GH Peak in Stimulating Tests is Independent from GH Secretion After Falling Asleep

Hilczer Maciej , Smyczynska Joanna , Stawerska Renata , Lewinski Andrzej

Background: GH deficiency (GHD) is routinely diagnosed on the basis of decreased GH peak in two stimulating tests (GHST). In Poland, few years ago, an assessment of nocturnal GH secretion after falling asleep (noctGH) has been introduced as a screening test in diagnosing GHD.Objective and hypotheses: The aim of the study was to assess GH therapy effectiveness in children with decreased GHST with respect to noctGH.Method: Retrospect...

hrp0084p3-952 | GH &amp; IGF | ESPE2015

Linear Regression Model of Final Height Prediction Based on Pre-Treatment Data in Children with GH Deficiency Treated with GH

Hilczer Maciej , Smyczynska Joanna , Smyczynska Urszula , Stawerska Renata , Lewinski Andrzej

Background: Prediction of GH therapy effectiveness in children with short stature is an important issue in paediatric endocrinology.Objective and hypotheses: The aim of the study was to create a linear regression model of GH therapy effectiveness, based on the data available before treatment.Method: Retrospective analysis comprised the data of 150 short children (101 boys), diagnosed with isolated GH deficiency, who were treated wi...

hrp0098rfc7.3 | GH and IGFs | ESPE2024

Incidence of false positive results of growth hormone stimulation tests in children with short stature – from theoretical background to clinical approach

Smyczyńska Joanna , Hilczer Maciej , Lewiński Andrzej , Stawerska Renata

Diagnosis of growth hormone (GH) deficiency (GHD) requires direct confirmation by decreased GH peak in stimulation tests (GHST), with measurement of IGF-1 proposed as laboratory screening [Wit et al. 2020]. Taking into account the low incidence of GHD, theoretical incidence of false positive (FP) results of GHST is relatively high [Bright et al. 2022]. Performing two (or more) GHST in each patient decreases the FP rate. Retrospective analysis included data of...

hrp0092p1-355 | Fat, Metabolism and Obesity (2) | ESPE2019

A Comparison of Insulin Resistance Indices: HOMA and Belfiore in 6-8-Year-Old, Properly Growing Children, Born Small for Gestational Age

Stawerska Renata , Lupinska Anna , Szalapska Malgorzata , Kolasa-Kicinska Marzena , Smyczynska Joanna , Hilczer Maciej , Lewinski Andrzej

Introduction: It is well known that low birth weight in children (born small for gestational age, SGA) predisposes them to the occurrence of obesity, insulin resistance (IR) and lipid disorders, observed even through the whole first decade of life. Thus, early diagnostics and prevention are very important. The HOMA index is used to assess insulin resistance (IRIHOMA). However, in some cases, high, prolonged postprandial insulin secretion is observed...