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Gene Expression Signatures Predict First-Year Response to Somapacitan Treatment in Children With Growth Hormone
Terence Garner1, Peter Clayton1,2, Michael Højby3
1Division of Developmental Biology and Medicine, Faculty of Biology, Medicine and Health, University of Manchester and Manchester Academic Health Science Centre, Manchester, M13 9WL, UK.
The pretreatment blood transcriptome accurately predicts growth response in children with growth hormone deficiency (GHD) treated with once-weekly somapacitan. A common set of genes identifies responders to both somapacitan and daily growth hormone (GH) therapy.
Area of Science:
- Genomics
- Endocrinology
- Pediatrics
Background:
- The pretreatment blood transcriptome accurately predicts growth response to daily growth hormone (GH) therapy.
- Growth hormone deficiency (GHD) impacts child development.
- Novel long-acting GH formulations aim to improve treatment adherence and outcomes.
Purpose of the Study:
- To investigate the predictive capability of the pretreatment transcriptome for growth response in children with GHD treated with once-weekly somapacitan.
- To compare the predictive power of the transcriptome for somapacitan versus daily GH therapy.
- To identify a common set of predictive genes for both treatment modalities.
Main Methods:
- A randomized, multinational, open-label, phase 3 trial (REAL4) involving 128 treatment-naïve prepubertal children with GHD.
- Baseline blood transcriptome profiling using differential RNA-seq and machine learning.
- Randomization to subcutaneous somapacitan (once-weekly) or daily GH, with prediction of height velocity (HV) and other growth markers at 52 weeks.
Main Results:
- The pretreatment transcriptome demonstrated excellent prediction accuracy for height velocity (HV) and secondary growth markers (HV SDS, ΔHSDS, ΔIGF-I SDS) for both somapacitan and daily GH treatments (AUCs ranging from 0.83 to 0.99).
- Previously identified predictive genes for GH therapy were consistently effective in predicting the fastest growers in both treatment groups.
- Prediction accuracy was high for both treatments, with validation AUCs ranging from 0.61 to 0.88 for various growth parameters.
Conclusions:
- The pretreatment transcriptome is a reliable predictor of first-year growth response in children with GHD treated with once-weekly somapacitan.
- A shared set of genes can predict treatment response to both once-weekly somapacitan and conventional daily GH.
- This transcriptomic approach holds potential for development into a clinically applicable pretreatment test to optimize GHD management.
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