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Metabolomics as a potential tool for the diagnosis of growth hormone deficiency (GHD): a review

Metabolomics uses several analytical tools to identify the chemical diversity of metabolites present in organisms. These metabolites are low molecular weight molecules (<1500 Da) classified as a final or intermediary product of metabolic processes. The application of this omics technology has bec...

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Autores principales: San-Martin, Breno Sena De, Ferreira, Vinícius Guimarães, Bitencourt, Mariana Rechia, Pereira, Paulo Cesar Gonçalves, Carrilho, Emanuel, de Assunção, Nilson Antônio, de Carvalho, Luciani Renata Silveira
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Sociedade Brasileira de Endocrinologia e Metabologia 2020
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Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10528619/
https://www.ncbi.nlm.nih.gov/pubmed/33085993
http://dx.doi.org/10.20945/2359-3997000000300
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author San-Martin, Breno Sena De
Ferreira, Vinícius Guimarães
Bitencourt, Mariana Rechia
Pereira, Paulo Cesar Gonçalves
Carrilho, Emanuel
de Assunção, Nilson Antônio
de Carvalho, Luciani Renata Silveira
author_facet San-Martin, Breno Sena De
Ferreira, Vinícius Guimarães
Bitencourt, Mariana Rechia
Pereira, Paulo Cesar Gonçalves
Carrilho, Emanuel
de Assunção, Nilson Antônio
de Carvalho, Luciani Renata Silveira
author_sort San-Martin, Breno Sena De
collection PubMed
description Metabolomics uses several analytical tools to identify the chemical diversity of metabolites present in organisms. These metabolites are low molecular weight molecules (<1500 Da) classified as a final or intermediary product of metabolic processes. The application of this omics technology has become prominent in inferring physiological conditions through reporting on the phenotypic state; therefore, the introduction of metabolomics into clinical studies has been growing in recent years due to its efficiency in discriminating pathophysiological states. Regarding endocrine diseases, there is a great interest in verifying comprehensive and individualized physiological scenarios, in particular for growth hormone deficiency (GHD). The current GHD diagnostic tests are laborious and invasive and there is no exam with ideal reproducibility and sensitivity for diagnosis neither standard GH cut-off point. Therefore, this review was focussed on articles that applied metabolomics in the search for new biomarkers for GHD. The present work shows that the applications of metabolomics in GHD are still limited, since the little complementarily of analytical techniques, a low number of samples, GHD combined to other deficiencies, and idiopathic diagnosis shows a lack of progress. The results of the research are relevant and similar; however, their results do not provide an application for clinical practice due to the lack of multidisciplinary actions that would be needed to mediate the translation of the knowledge produced in the laboratory, if transferred to the medical setting.
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spelling pubmed-105286192023-09-28 Metabolomics as a potential tool for the diagnosis of growth hormone deficiency (GHD): a review San-Martin, Breno Sena De Ferreira, Vinícius Guimarães Bitencourt, Mariana Rechia Pereira, Paulo Cesar Gonçalves Carrilho, Emanuel de Assunção, Nilson Antônio de Carvalho, Luciani Renata Silveira Arch Endocrinol Metab Review Metabolomics uses several analytical tools to identify the chemical diversity of metabolites present in organisms. These metabolites are low molecular weight molecules (<1500 Da) classified as a final or intermediary product of metabolic processes. The application of this omics technology has become prominent in inferring physiological conditions through reporting on the phenotypic state; therefore, the introduction of metabolomics into clinical studies has been growing in recent years due to its efficiency in discriminating pathophysiological states. Regarding endocrine diseases, there is a great interest in verifying comprehensive and individualized physiological scenarios, in particular for growth hormone deficiency (GHD). The current GHD diagnostic tests are laborious and invasive and there is no exam with ideal reproducibility and sensitivity for diagnosis neither standard GH cut-off point. Therefore, this review was focussed on articles that applied metabolomics in the search for new biomarkers for GHD. The present work shows that the applications of metabolomics in GHD are still limited, since the little complementarily of analytical techniques, a low number of samples, GHD combined to other deficiencies, and idiopathic diagnosis shows a lack of progress. The results of the research are relevant and similar; however, their results do not provide an application for clinical practice due to the lack of multidisciplinary actions that would be needed to mediate the translation of the knowledge produced in the laboratory, if transferred to the medical setting. Sociedade Brasileira de Endocrinologia e Metabologia 2020-10-21 /pmc/articles/PMC10528619/ /pubmed/33085993 http://dx.doi.org/10.20945/2359-3997000000300 Text en https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review
San-Martin, Breno Sena De
Ferreira, Vinícius Guimarães
Bitencourt, Mariana Rechia
Pereira, Paulo Cesar Gonçalves
Carrilho, Emanuel
de Assunção, Nilson Antônio
de Carvalho, Luciani Renata Silveira
Metabolomics as a potential tool for the diagnosis of growth hormone deficiency (GHD): a review
title Metabolomics as a potential tool for the diagnosis of growth hormone deficiency (GHD): a review
title_full Metabolomics as a potential tool for the diagnosis of growth hormone deficiency (GHD): a review
title_fullStr Metabolomics as a potential tool for the diagnosis of growth hormone deficiency (GHD): a review
title_full_unstemmed Metabolomics as a potential tool for the diagnosis of growth hormone deficiency (GHD): a review
title_short Metabolomics as a potential tool for the diagnosis of growth hormone deficiency (GHD): a review
title_sort metabolomics as a potential tool for the diagnosis of growth hormone deficiency (ghd): a review
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10528619/
https://www.ncbi.nlm.nih.gov/pubmed/33085993
http://dx.doi.org/10.20945/2359-3997000000300
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