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Untargeted LC/MS-Based Metabolic Phenotyping of Hypopituitarism in Young Males
Objective: Hypopituitarism (Hypo-Pit) is partial or complete insufficiency of anterior pituitary hormones. Besides hormone metabolism, the global metabolomics in Hypo-Pit are largely unknown. We aimed to explore potential biomarkers to aid in diagnosis and personalized treatment. Methods: Using both...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8295757/ https://www.ncbi.nlm.nih.gov/pubmed/34305597 http://dx.doi.org/10.3389/fphar.2021.684869 |
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author | Zhang, Yuwen Sun, Shouyue Wang, Ming Yu, Wenjuan Chen, Peizhan Yuan, Fei Fang, Xuqian |
author_facet | Zhang, Yuwen Sun, Shouyue Wang, Ming Yu, Wenjuan Chen, Peizhan Yuan, Fei Fang, Xuqian |
author_sort | Zhang, Yuwen |
collection | PubMed |
description | Objective: Hypopituitarism (Hypo-Pit) is partial or complete insufficiency of anterior pituitary hormones. Besides hormone metabolism, the global metabolomics in Hypo-Pit are largely unknown. We aimed to explore potential biomarkers to aid in diagnosis and personalized treatment. Methods: Using both univariate and multivariate statistical methods, we identified 72 differentially abundant features through liquid chromatography coupled to high-resolution mass spectrometry, obtained in 134 males with Hypo-Pit and 90 age matched healthy controls. Results: Hypopituitarism exhibits an increased abundance of metabolites involved in amino acid degradation and glycerophospholipid synthesis, but decreased content of metabolites in steroid hormone synthesis and fatty acid beta-oxidation. Significantly changed metabolites included creatine, creatinine, L-alanine, phosphocholines, androstenedione, hydroprenenolone, and acylcarnitines. In Hypo-Pit patients, the increased ratio of creatine/creatinine suggested reduced creatine uptake and impaired creatine utilization, whereas the decreased level of beta-hydroxybutyrate, acetylcarnitine (C2) and a significantly decreased ratio of decanoylcarnitine (C10) to free carnitine suggested an impaired beta-oxidation. Furthermore, the creatine/creatinine and decanoylcarnitine/carnitine ratio were identified as diagnostic biomarkers for Hypo-Pit with AUCs of 0.976 and 0.988, respectively. Finally, we found that the creatinine and decanoylcarnitine/carnitine ratio could distinguish cases that were sensitive vs. resistant to human chorionic gonadotropin therapy. Conclusion: We provided a global picture of altered metabolic pathways in Hypo-Pit, and the identified biomarkers in creatine metabolism and beta-oxidation might be useful for the preliminary screening and diagnosis of Hypo-Pit. |
format | Online Article Text |
id | pubmed-8295757 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-82957572021-07-23 Untargeted LC/MS-Based Metabolic Phenotyping of Hypopituitarism in Young Males Zhang, Yuwen Sun, Shouyue Wang, Ming Yu, Wenjuan Chen, Peizhan Yuan, Fei Fang, Xuqian Front Pharmacol Pharmacology Objective: Hypopituitarism (Hypo-Pit) is partial or complete insufficiency of anterior pituitary hormones. Besides hormone metabolism, the global metabolomics in Hypo-Pit are largely unknown. We aimed to explore potential biomarkers to aid in diagnosis and personalized treatment. Methods: Using both univariate and multivariate statistical methods, we identified 72 differentially abundant features through liquid chromatography coupled to high-resolution mass spectrometry, obtained in 134 males with Hypo-Pit and 90 age matched healthy controls. Results: Hypopituitarism exhibits an increased abundance of metabolites involved in amino acid degradation and glycerophospholipid synthesis, but decreased content of metabolites in steroid hormone synthesis and fatty acid beta-oxidation. Significantly changed metabolites included creatine, creatinine, L-alanine, phosphocholines, androstenedione, hydroprenenolone, and acylcarnitines. In Hypo-Pit patients, the increased ratio of creatine/creatinine suggested reduced creatine uptake and impaired creatine utilization, whereas the decreased level of beta-hydroxybutyrate, acetylcarnitine (C2) and a significantly decreased ratio of decanoylcarnitine (C10) to free carnitine suggested an impaired beta-oxidation. Furthermore, the creatine/creatinine and decanoylcarnitine/carnitine ratio were identified as diagnostic biomarkers for Hypo-Pit with AUCs of 0.976 and 0.988, respectively. Finally, we found that the creatinine and decanoylcarnitine/carnitine ratio could distinguish cases that were sensitive vs. resistant to human chorionic gonadotropin therapy. Conclusion: We provided a global picture of altered metabolic pathways in Hypo-Pit, and the identified biomarkers in creatine metabolism and beta-oxidation might be useful for the preliminary screening and diagnosis of Hypo-Pit. Frontiers Media S.A. 2021-07-08 /pmc/articles/PMC8295757/ /pubmed/34305597 http://dx.doi.org/10.3389/fphar.2021.684869 Text en Copyright © 2021 Zhang, Sun, Wang, Yu, Chen, Yuan and Fang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Pharmacology Zhang, Yuwen Sun, Shouyue Wang, Ming Yu, Wenjuan Chen, Peizhan Yuan, Fei Fang, Xuqian Untargeted LC/MS-Based Metabolic Phenotyping of Hypopituitarism in Young Males |
title | Untargeted LC/MS-Based Metabolic Phenotyping of Hypopituitarism in Young Males |
title_full | Untargeted LC/MS-Based Metabolic Phenotyping of Hypopituitarism in Young Males |
title_fullStr | Untargeted LC/MS-Based Metabolic Phenotyping of Hypopituitarism in Young Males |
title_full_unstemmed | Untargeted LC/MS-Based Metabolic Phenotyping of Hypopituitarism in Young Males |
title_short | Untargeted LC/MS-Based Metabolic Phenotyping of Hypopituitarism in Young Males |
title_sort | untargeted lc/ms-based metabolic phenotyping of hypopituitarism in young males |
topic | Pharmacology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8295757/ https://www.ncbi.nlm.nih.gov/pubmed/34305597 http://dx.doi.org/10.3389/fphar.2021.684869 |
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