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β-Thalassemia Patients Revealed a Significant Change of Untargeted Metabolites in Comparison to Healthy Individuals

β-Thalassemia is one of the most prevalent forms of congenital blood disorders characterized by reduced hemoglobin levels with severe complications, affecting all dimensions of life. The mechanisms underlying the phenotypic heterogeneity of β-thalassemia are still poorly understood. We aimed to work...

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Autores principales: Musharraf, Syed Ghulam, Iqbal, Ayesha, Ansari, Saqib Hussain, Parveen, Sadia, Khan, Ishtiaq Ahmad, Siddiqui, Amna Jabbar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5304209/
https://www.ncbi.nlm.nih.gov/pubmed/28198811
http://dx.doi.org/10.1038/srep42249
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author Musharraf, Syed Ghulam
Iqbal, Ayesha
Ansari, Saqib Hussain
Parveen, Sadia
Khan, Ishtiaq Ahmad
Siddiqui, Amna Jabbar
author_facet Musharraf, Syed Ghulam
Iqbal, Ayesha
Ansari, Saqib Hussain
Parveen, Sadia
Khan, Ishtiaq Ahmad
Siddiqui, Amna Jabbar
author_sort Musharraf, Syed Ghulam
collection PubMed
description β-Thalassemia is one of the most prevalent forms of congenital blood disorders characterized by reduced hemoglobin levels with severe complications, affecting all dimensions of life. The mechanisms underlying the phenotypic heterogeneity of β-thalassemia are still poorly understood. We aimed to work over metabolite biomarkers to improve mechanistic understanding of phenotypic heterogeneity and hence better management of disorder at different levels. Untargeted serum metabolites were analyzed after protein precipitation and SPE (solid phase extraction) from 100 β-thalassemia patients and 61 healthy controls using GC-MS. 40 metabolites were identified having a significance difference between these two groups at probability of 0.05 and fold change >1.5. Out of these 40 metabolites, 17 were up-regulated while 23 were down-regulated. PCA and PLS-DA model was also created that revealed a fine separation with a sensitivity of 70% and specificity of 100% on external validation of samples. Metabolic pathway analysis revealed alteration in multiple pathways including glycolysis, pyruvate, propanoate, glycerophospholipid, galactose, fatty acid, starch and sucrose metabolism along with fatty acid elongation in mitochondria, glycerolipid, glyoxylate and dicarboxylate metabolism pointing towards the shift of metabolism in β-thalassemia patients in comparison to healthy individuals.
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spelling pubmed-53042092017-03-14 β-Thalassemia Patients Revealed a Significant Change of Untargeted Metabolites in Comparison to Healthy Individuals Musharraf, Syed Ghulam Iqbal, Ayesha Ansari, Saqib Hussain Parveen, Sadia Khan, Ishtiaq Ahmad Siddiqui, Amna Jabbar Sci Rep Article β-Thalassemia is one of the most prevalent forms of congenital blood disorders characterized by reduced hemoglobin levels with severe complications, affecting all dimensions of life. The mechanisms underlying the phenotypic heterogeneity of β-thalassemia are still poorly understood. We aimed to work over metabolite biomarkers to improve mechanistic understanding of phenotypic heterogeneity and hence better management of disorder at different levels. Untargeted serum metabolites were analyzed after protein precipitation and SPE (solid phase extraction) from 100 β-thalassemia patients and 61 healthy controls using GC-MS. 40 metabolites were identified having a significance difference between these two groups at probability of 0.05 and fold change >1.5. Out of these 40 metabolites, 17 were up-regulated while 23 were down-regulated. PCA and PLS-DA model was also created that revealed a fine separation with a sensitivity of 70% and specificity of 100% on external validation of samples. Metabolic pathway analysis revealed alteration in multiple pathways including glycolysis, pyruvate, propanoate, glycerophospholipid, galactose, fatty acid, starch and sucrose metabolism along with fatty acid elongation in mitochondria, glycerolipid, glyoxylate and dicarboxylate metabolism pointing towards the shift of metabolism in β-thalassemia patients in comparison to healthy individuals. Nature Publishing Group 2017-02-13 /pmc/articles/PMC5304209/ /pubmed/28198811 http://dx.doi.org/10.1038/srep42249 Text en Copyright © 2017, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Musharraf, Syed Ghulam
Iqbal, Ayesha
Ansari, Saqib Hussain
Parveen, Sadia
Khan, Ishtiaq Ahmad
Siddiqui, Amna Jabbar
β-Thalassemia Patients Revealed a Significant Change of Untargeted Metabolites in Comparison to Healthy Individuals
title β-Thalassemia Patients Revealed a Significant Change of Untargeted Metabolites in Comparison to Healthy Individuals
title_full β-Thalassemia Patients Revealed a Significant Change of Untargeted Metabolites in Comparison to Healthy Individuals
title_fullStr β-Thalassemia Patients Revealed a Significant Change of Untargeted Metabolites in Comparison to Healthy Individuals
title_full_unstemmed β-Thalassemia Patients Revealed a Significant Change of Untargeted Metabolites in Comparison to Healthy Individuals
title_short β-Thalassemia Patients Revealed a Significant Change of Untargeted Metabolites in Comparison to Healthy Individuals
title_sort β-thalassemia patients revealed a significant change of untargeted metabolites in comparison to healthy individuals
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5304209/
https://www.ncbi.nlm.nih.gov/pubmed/28198811
http://dx.doi.org/10.1038/srep42249
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