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

<p>Abstract</p> <p>Background</p> <p>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 mod...

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Main Authors: Hochberg Ze'ev, Nierop Andreas FM, Hellgren Gunnel, Andersson Björn, Albertsson-Wikland Kerstin
Format: Article
Language:English
Published: BMC 2009-11-01
Series:Proteome Science
Online Access:http://www.proteomesci.com/content/7/1/40
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spelling doaj-8f639c9861214966b199ea96b42f72882020-11-24T23:41:10ZengBMCProteome Science1477-59562009-11-01714010.1186/1477-5956-7-40Proteins related to lipoprotein profile were identified using a pharmaco-proteomic approach as markers for growth response to growth hormone (GH) treatment in short prepubertal childrenHochberg Ze'evNierop Andreas FMHellgren GunnelAndersson BjörnAlbertsson-Wikland Kerstin<p>Abstract</p> <p>Background</p> <p>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.</p> <p>Results</p> <p>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<sup>2 </sup>= 0.73). After 1 year of treatment, a combination of four peaks in the GH-deficient group (R<sup>2 </sup>= 0.64), eight peaks in the ISS group R<sup>2 </sup>= 0.47) and eight peaks in the total study group correlated with the 2-year growth response R<sup>2 </sup>= 0.38).</p> <p>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.</p> <p>Conclusion</p> <p>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.</p> <p>These results support our previous findings that apolipoproteins and transthyretin may have a role in GH sensitivity.</p> http://www.proteomesci.com/content/7/1/40
collection DOAJ
language English
format Article
sources DOAJ
author Hochberg Ze'ev
Nierop Andreas FM
Hellgren Gunnel
Andersson Björn
Albertsson-Wikland Kerstin
spellingShingle Hochberg Ze'ev
Nierop Andreas FM
Hellgren Gunnel
Andersson Björn
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
Proteome Science
author_facet Hochberg Ze'ev
Nierop Andreas FM
Hellgren Gunnel
Andersson Björn
Albertsson-Wikland Kerstin
author_sort Hochberg Ze'ev
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_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_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_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
publisher BMC
series Proteome Science
issn 1477-5956
publishDate 2009-11-01
description <p>Abstract</p> <p>Background</p> <p>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.</p> <p>Results</p> <p>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<sup>2 </sup>= 0.73). After 1 year of treatment, a combination of four peaks in the GH-deficient group (R<sup>2 </sup>= 0.64), eight peaks in the ISS group R<sup>2 </sup>= 0.47) and eight peaks in the total study group correlated with the 2-year growth response R<sup>2 </sup>= 0.38).</p> <p>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.</p> <p>Conclusion</p> <p>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.</p> <p>These results support our previous findings that apolipoproteins and transthyretin may have a role in GH sensitivity.</p>
url http://www.proteomesci.com/content/7/1/40
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