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Plasma metabolomic profile varies with glucocorticoid dose in patients with congenital adrenal hyperplasia
Glucocorticoid replacement therapy is the mainstay of treatment for congenital adrenal hyperplasia (CAH) but has a narrow therapeutic index and dose optimisation is challenging. Metabolomic profiling was carried out on plasma samples from 117 adults with 21-hydroxylase deficiency receiving their usu...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5719028/ https://www.ncbi.nlm.nih.gov/pubmed/29213133 http://dx.doi.org/10.1038/s41598-017-17220-5 |
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author | Alwashih, Mohammad A. Watson, David G. Andrew, Ruth Stimson, Roland H. Alossaimi, Manal Blackburn, Gavin Walker, Brian R. |
author_facet | Alwashih, Mohammad A. Watson, David G. Andrew, Ruth Stimson, Roland H. Alossaimi, Manal Blackburn, Gavin Walker, Brian R. |
author_sort | Alwashih, Mohammad A. |
collection | PubMed |
description | Glucocorticoid replacement therapy is the mainstay of treatment for congenital adrenal hyperplasia (CAH) but has a narrow therapeutic index and dose optimisation is challenging. Metabolomic profiling was carried out on plasma samples from 117 adults with 21-hydroxylase deficiency receiving their usual glucocorticoid replacement therapy who were part of the CaHASE study. Samples were profiled by using hydrophilic interaction chromatography with high resolution mass spectrometry. The patients were also profiled using nine routine clinical measures. The data were modelled by using both multivariate and univariate statistics by using the clinical metadata to inform the choice of patient groupings. Comparison of 382 metabolites amongst groups receiving different glucocorticoid doses revealed a clear distinction between patients receiving ≤5 mg (n = 64) and >5 mg (n = 53) daily prednisolone-equivalent doses. The 24 metabolites which were statistically significantly different between groups included free fatty acids, bile acids, and amino acid metabolites. Using 7 metabolites improved the receiver operating characteristic with area under the curve for predicting glucocorticoid dose of >0.9 with FDR adjusted P values in the range 3.3 E-04 -1.9 E-10. A combination of seven plasma metabolite biomarkers readily discriminates supraphysiological glucocorticoid replacement doses in patients with CAH. |
format | Online Article Text |
id | pubmed-5719028 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-57190282017-12-08 Plasma metabolomic profile varies with glucocorticoid dose in patients with congenital adrenal hyperplasia Alwashih, Mohammad A. Watson, David G. Andrew, Ruth Stimson, Roland H. Alossaimi, Manal Blackburn, Gavin Walker, Brian R. Sci Rep Article Glucocorticoid replacement therapy is the mainstay of treatment for congenital adrenal hyperplasia (CAH) but has a narrow therapeutic index and dose optimisation is challenging. Metabolomic profiling was carried out on plasma samples from 117 adults with 21-hydroxylase deficiency receiving their usual glucocorticoid replacement therapy who were part of the CaHASE study. Samples were profiled by using hydrophilic interaction chromatography with high resolution mass spectrometry. The patients were also profiled using nine routine clinical measures. The data were modelled by using both multivariate and univariate statistics by using the clinical metadata to inform the choice of patient groupings. Comparison of 382 metabolites amongst groups receiving different glucocorticoid doses revealed a clear distinction between patients receiving ≤5 mg (n = 64) and >5 mg (n = 53) daily prednisolone-equivalent doses. The 24 metabolites which were statistically significantly different between groups included free fatty acids, bile acids, and amino acid metabolites. Using 7 metabolites improved the receiver operating characteristic with area under the curve for predicting glucocorticoid dose of >0.9 with FDR adjusted P values in the range 3.3 E-04 -1.9 E-10. A combination of seven plasma metabolite biomarkers readily discriminates supraphysiological glucocorticoid replacement doses in patients with CAH. Nature Publishing Group UK 2017-12-06 /pmc/articles/PMC5719028/ /pubmed/29213133 http://dx.doi.org/10.1038/s41598-017-17220-5 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Alwashih, Mohammad A. Watson, David G. Andrew, Ruth Stimson, Roland H. Alossaimi, Manal Blackburn, Gavin Walker, Brian R. Plasma metabolomic profile varies with glucocorticoid dose in patients with congenital adrenal hyperplasia |
title | Plasma metabolomic profile varies with glucocorticoid dose in patients with congenital adrenal hyperplasia |
title_full | Plasma metabolomic profile varies with glucocorticoid dose in patients with congenital adrenal hyperplasia |
title_fullStr | Plasma metabolomic profile varies with glucocorticoid dose in patients with congenital adrenal hyperplasia |
title_full_unstemmed | Plasma metabolomic profile varies with glucocorticoid dose in patients with congenital adrenal hyperplasia |
title_short | Plasma metabolomic profile varies with glucocorticoid dose in patients with congenital adrenal hyperplasia |
title_sort | plasma metabolomic profile varies with glucocorticoid dose in patients with congenital adrenal hyperplasia |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5719028/ https://www.ncbi.nlm.nih.gov/pubmed/29213133 http://dx.doi.org/10.1038/s41598-017-17220-5 |
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