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Proteins related to lipoprotein profile were identified using a pharmaco-proteomic approach as markers for growth response to growth hormone (GH) treatment in short prepubertal children
BACKGROUND: The broad range in growth observed in response to growth hormone (GH) treatment is mainly caused by individual variations in both GH secretion and GH sensitivity. Individual GH responsiveness can be estimated using evidence-based models that predict the response to GH treatment; however,...
Autores principales: | , , , , |
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Formato: | Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2009
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2777859/ https://www.ncbi.nlm.nih.gov/pubmed/19883510 http://dx.doi.org/10.1186/1477-5956-7-40 |
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author | Andersson, Björn Hellgren, Gunnel Nierop, Andreas FM Hochberg, Ze'ev Albertsson-Wikland, Kerstin |
author_facet | Andersson, Björn Hellgren, Gunnel Nierop, Andreas FM Hochberg, Ze'ev Albertsson-Wikland, Kerstin |
author_sort | Andersson, Björn |
collection | PubMed |
description | BACKGROUND: The broad range in growth observed in response to growth hormone (GH) treatment is mainly caused by individual variations in both GH secretion and GH sensitivity. Individual GH responsiveness can be estimated using evidence-based models that predict the response to GH treatment; however, these models can be improved. High-throughput proteomics techniques can be used to identify proteins that may potentially be used as variables in such models in order to improve their predictive ability. Previously we have reported that proteomic analyses can identify biomarkers that discriminate between short prepubertal children with idiopathic short stature (ISS) who show good or poor growth in response to GH treatment. In this study we used a pharmaco-proteomic approach to identify novel factors that correlate with the growth response to GH treatment in prepubertal children who are short due to GH deficiency or ISS. The study included 128 short prepubertal children receiving GH treatment, of whom 39 were GH-deficient and 89 had ISS. Serum protein expression profiles at study start and after 1 year of GH treatment were analyzed using SELDI-TOF. Cross-validated regression and random permutation analyses were performed to identify significant correlations between protein expression patterns and the 2-year growth response to GH treatment. RESULTS: At start of treatment we identified a combination of seven protein peaks that correlated with the 2-year growth response in the GH-deficient group (R(2 )= 0.73). After 1 year of treatment, a combination of four peaks in the GH-deficient group (R(2 )= 0.64), eight peaks in the ISS group R(2 )= 0.47) and eight peaks in the total study group correlated with the 2-year growth response R(2 )= 0.38). The peaks identified corresponded to apolipoproteins A-I, A-II, C-I, C-III, transthyretin and serum amyloid A 4, which are all part of the high-density lipoprotein. CONCLUSION: Using a proteomic approach we identified biomarkers related to the lipoprotein profile that could be used to predict growth response to GH treatment in prepubertal children who are short as a result of GH-deficiency or who have ISS. These results support our previous findings that apolipoproteins and transthyretin may have a role in GH sensitivity. |
format | Text |
id | pubmed-2777859 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2009 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-27778592009-11-17 Proteins related to lipoprotein profile were identified using a pharmaco-proteomic approach as markers for growth response to growth hormone (GH) treatment in short prepubertal children Andersson, Björn Hellgren, Gunnel Nierop, Andreas FM Hochberg, Ze'ev Albertsson-Wikland, Kerstin Proteome Sci Research BACKGROUND: The broad range in growth observed in response to growth hormone (GH) treatment is mainly caused by individual variations in both GH secretion and GH sensitivity. Individual GH responsiveness can be estimated using evidence-based models that predict the response to GH treatment; however, these models can be improved. High-throughput proteomics techniques can be used to identify proteins that may potentially be used as variables in such models in order to improve their predictive ability. Previously we have reported that proteomic analyses can identify biomarkers that discriminate between short prepubertal children with idiopathic short stature (ISS) who show good or poor growth in response to GH treatment. In this study we used a pharmaco-proteomic approach to identify novel factors that correlate with the growth response to GH treatment in prepubertal children who are short due to GH deficiency or ISS. The study included 128 short prepubertal children receiving GH treatment, of whom 39 were GH-deficient and 89 had ISS. Serum protein expression profiles at study start and after 1 year of GH treatment were analyzed using SELDI-TOF. Cross-validated regression and random permutation analyses were performed to identify significant correlations between protein expression patterns and the 2-year growth response to GH treatment. RESULTS: At start of treatment we identified a combination of seven protein peaks that correlated with the 2-year growth response in the GH-deficient group (R(2 )= 0.73). After 1 year of treatment, a combination of four peaks in the GH-deficient group (R(2 )= 0.64), eight peaks in the ISS group R(2 )= 0.47) and eight peaks in the total study group correlated with the 2-year growth response R(2 )= 0.38). The peaks identified corresponded to apolipoproteins A-I, A-II, C-I, C-III, transthyretin and serum amyloid A 4, which are all part of the high-density lipoprotein. CONCLUSION: Using a proteomic approach we identified biomarkers related to the lipoprotein profile that could be used to predict growth response to GH treatment in prepubertal children who are short as a result of GH-deficiency or who have ISS. These results support our previous findings that apolipoproteins and transthyretin may have a role in GH sensitivity. BioMed Central 2009-11-02 /pmc/articles/PMC2777859/ /pubmed/19883510 http://dx.doi.org/10.1186/1477-5956-7-40 Text en Copyright © 2009 Andersson et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Andersson, Björn Hellgren, Gunnel Nierop, Andreas FM Hochberg, Ze'ev Albertsson-Wikland, Kerstin Proteins related to lipoprotein profile were identified using a pharmaco-proteomic approach as markers for growth response to growth hormone (GH) treatment in short prepubertal children |
title | Proteins related to lipoprotein profile were identified using a pharmaco-proteomic approach as markers for growth response to growth hormone (GH) treatment in short prepubertal children |
title_full | Proteins related to lipoprotein profile were identified using a pharmaco-proteomic approach as markers for growth response to growth hormone (GH) treatment in short prepubertal children |
title_fullStr | Proteins related to lipoprotein profile were identified using a pharmaco-proteomic approach as markers for growth response to growth hormone (GH) treatment in short prepubertal children |
title_full_unstemmed | Proteins related to lipoprotein profile were identified using a pharmaco-proteomic approach as markers for growth response to growth hormone (GH) treatment in short prepubertal children |
title_short | Proteins related to lipoprotein profile were identified using a pharmaco-proteomic approach as markers for growth response to growth hormone (GH) treatment in short prepubertal children |
title_sort | proteins related to lipoprotein profile were identified using a pharmaco-proteomic approach as markers for growth response to growth hormone (gh) treatment in short prepubertal children |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2777859/ https://www.ncbi.nlm.nih.gov/pubmed/19883510 http://dx.doi.org/10.1186/1477-5956-7-40 |
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