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OR03-05 Novel Lipidome Signature in Active Cushing Syndrome Revealed by UHPLC-MS Metabolomics

Background: Alterations in circulating amino acids, polyamines and acylcarnitines have been reported in patients with endogenous chronic hypercortisolism. However, lipid metabolites profiling and its interplay with the serum metabolome and degree of hypercortisolism in patients with active Cushing s...

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Autores principales: Vega-Beyhart, Arturo, Iruarrizaga, Marta, Garcia-Eguren, Guillermo, Pane, Adriana, Giró, Oriol, Aranda, Gloria, Casals, Gregori, Porta, Mireia Mora, Halperin, Irene, Carmona, Francesc, Enseñat, Joaquim, Vidal, Oscar, Hu, Ting, Rojo, Gemma, Hanzu, Felicia Alexandra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7208380/
http://dx.doi.org/10.1210/jendso/bvaa046.1295
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author Vega-Beyhart, Arturo
Iruarrizaga, Marta
Garcia-Eguren, Guillermo
Pane, Adriana
Giró, Oriol
Aranda, Gloria
Casals, Gregori
Porta, Mireia Mora
Halperin, Irene
Carmona, Francesc
Enseñat, Joaquim
Vidal, Oscar
Hu, Ting
Rojo, Gemma
Hanzu, Felicia Alexandra
author_facet Vega-Beyhart, Arturo
Iruarrizaga, Marta
Garcia-Eguren, Guillermo
Pane, Adriana
Giró, Oriol
Aranda, Gloria
Casals, Gregori
Porta, Mireia Mora
Halperin, Irene
Carmona, Francesc
Enseñat, Joaquim
Vidal, Oscar
Hu, Ting
Rojo, Gemma
Hanzu, Felicia Alexandra
author_sort Vega-Beyhart, Arturo
collection PubMed
description Background: Alterations in circulating amino acids, polyamines and acylcarnitines have been reported in patients with endogenous chronic hypercortisolism. However, lipid metabolites profiling and its interplay with the serum metabolome and degree of hypercortisolism in patients with active Cushing syndrome (CS) has not been previously assessed. Objective: To identify new metabolomic biomarkers associated with active CS. Methodology: Multiple UHPLC-MS platforms were used to analyze the metabolome of serum samples obtained from 25 patients with active endogenous CS and 25 controls subjects matched by propensity score (sex, BMI, T2D, DLP, HBP). Results: Metabolome of CS patients was deeply disrupted with 122 (27%) of the assessed metabolites significantly altered (p adj. <0.05) out of which 5 bile acids resulted with the highest perturbation (> 2-fold decrease). From the altered metabolites, 3 amino acids (AA), 2 acylcarnitines (ACs), 2 ceramides (CER) and 5 glycerophospholipids showed direction of effect independently associated with 24-h urinary free cortisol (MS) levels. A highly discriminant (AUC 96%) metabolome signature (n=59) characterized by lower levels of AA, ACs, polyunsaturated fatty acids (PUFA) and monoglycerophosphocolines (MGPC) together with increased levels of triacyclglycerols (TG), CER, diacylglycerophosphocholines (DGPC) and cholesteryl esters was identified and cross-validated (R(2)Y= 0.92, Q(2)Y= 0.68) using PLS-DA VIP scores >1.5. PUFA omega-6, and alanine, aspartate and glutamate metabolism resulted the most impacted canonical pathways (q-stat 19.7, 10.8 (p<0.001). Finally, topological network analysis detected 158 pairwise differential correlations (p <0.005, 10,000-fold permutation) between 141 metabolites due to CS where the acylPC (P-18:1/0:0) resulted a key metabolite in the network (betweenness =0.117 & closeness centrality =0.467). Conclusion: Active Cushing syndrome leads to a global proatherogenic shift in the circulating ceramides, glycerophospholipids and sphingolipids metabolites which are independently associated to the levels of urinary free cortisol being potential biomarkers of patients’ cardiovascular risk.
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spelling pubmed-72083802020-05-13 OR03-05 Novel Lipidome Signature in Active Cushing Syndrome Revealed by UHPLC-MS Metabolomics Vega-Beyhart, Arturo Iruarrizaga, Marta Garcia-Eguren, Guillermo Pane, Adriana Giró, Oriol Aranda, Gloria Casals, Gregori Porta, Mireia Mora Halperin, Irene Carmona, Francesc Enseñat, Joaquim Vidal, Oscar Hu, Ting Rojo, Gemma Hanzu, Felicia Alexandra J Endocr Soc Adrenal Background: Alterations in circulating amino acids, polyamines and acylcarnitines have been reported in patients with endogenous chronic hypercortisolism. However, lipid metabolites profiling and its interplay with the serum metabolome and degree of hypercortisolism in patients with active Cushing syndrome (CS) has not been previously assessed. Objective: To identify new metabolomic biomarkers associated with active CS. Methodology: Multiple UHPLC-MS platforms were used to analyze the metabolome of serum samples obtained from 25 patients with active endogenous CS and 25 controls subjects matched by propensity score (sex, BMI, T2D, DLP, HBP). Results: Metabolome of CS patients was deeply disrupted with 122 (27%) of the assessed metabolites significantly altered (p adj. <0.05) out of which 5 bile acids resulted with the highest perturbation (> 2-fold decrease). From the altered metabolites, 3 amino acids (AA), 2 acylcarnitines (ACs), 2 ceramides (CER) and 5 glycerophospholipids showed direction of effect independently associated with 24-h urinary free cortisol (MS) levels. A highly discriminant (AUC 96%) metabolome signature (n=59) characterized by lower levels of AA, ACs, polyunsaturated fatty acids (PUFA) and monoglycerophosphocolines (MGPC) together with increased levels of triacyclglycerols (TG), CER, diacylglycerophosphocholines (DGPC) and cholesteryl esters was identified and cross-validated (R(2)Y= 0.92, Q(2)Y= 0.68) using PLS-DA VIP scores >1.5. PUFA omega-6, and alanine, aspartate and glutamate metabolism resulted the most impacted canonical pathways (q-stat 19.7, 10.8 (p<0.001). Finally, topological network analysis detected 158 pairwise differential correlations (p <0.005, 10,000-fold permutation) between 141 metabolites due to CS where the acylPC (P-18:1/0:0) resulted a key metabolite in the network (betweenness =0.117 & closeness centrality =0.467). Conclusion: Active Cushing syndrome leads to a global proatherogenic shift in the circulating ceramides, glycerophospholipids and sphingolipids metabolites which are independently associated to the levels of urinary free cortisol being potential biomarkers of patients’ cardiovascular risk. Oxford University Press 2020-05-08 /pmc/articles/PMC7208380/ http://dx.doi.org/10.1210/jendso/bvaa046.1295 Text en © Endocrine Society 2020. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Adrenal
Vega-Beyhart, Arturo
Iruarrizaga, Marta
Garcia-Eguren, Guillermo
Pane, Adriana
Giró, Oriol
Aranda, Gloria
Casals, Gregori
Porta, Mireia Mora
Halperin, Irene
Carmona, Francesc
Enseñat, Joaquim
Vidal, Oscar
Hu, Ting
Rojo, Gemma
Hanzu, Felicia Alexandra
OR03-05 Novel Lipidome Signature in Active Cushing Syndrome Revealed by UHPLC-MS Metabolomics
title OR03-05 Novel Lipidome Signature in Active Cushing Syndrome Revealed by UHPLC-MS Metabolomics
title_full OR03-05 Novel Lipidome Signature in Active Cushing Syndrome Revealed by UHPLC-MS Metabolomics
title_fullStr OR03-05 Novel Lipidome Signature in Active Cushing Syndrome Revealed by UHPLC-MS Metabolomics
title_full_unstemmed OR03-05 Novel Lipidome Signature in Active Cushing Syndrome Revealed by UHPLC-MS Metabolomics
title_short OR03-05 Novel Lipidome Signature in Active Cushing Syndrome Revealed by UHPLC-MS Metabolomics
title_sort or03-05 novel lipidome signature in active cushing syndrome revealed by uhplc-ms metabolomics
topic Adrenal
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7208380/
http://dx.doi.org/10.1210/jendso/bvaa046.1295
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