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Metabolic profiling reveals metabolic features of consolidation therapy in pediatric acute lymphoblastic leukemia
Acute lymphoblastic leukemia (ALL) and its treatment continue to pose substantial risks. To understand ALL more deeply, the metabolome in fasting plasma of 27 ALL patients before and after high-dose methotrexate therapies (consolidation therapy) including methotrexate and 6-mercaptopurine (6-MP) was...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9869545/ https://www.ncbi.nlm.nih.gov/pubmed/36691092 http://dx.doi.org/10.1186/s40170-023-00302-6 |
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author | Fu, Jinqiu Zhang, Aijun Liu, Qinqin Li, Dong Wang, Xiaoming Si, Libo |
author_facet | Fu, Jinqiu Zhang, Aijun Liu, Qinqin Li, Dong Wang, Xiaoming Si, Libo |
author_sort | Fu, Jinqiu |
collection | PubMed |
description | Acute lymphoblastic leukemia (ALL) and its treatment continue to pose substantial risks. To understand ALL more deeply, the metabolome in fasting plasma of 27 ALL patients before and after high-dose methotrexate therapies (consolidation therapy) including methotrexate and 6-mercaptopurine (6-MP) was investigated. Plasma metabolites were analyzed using liquid chromatography–tandem mass spectrometry (LC–MS). Orthogonal projections to latent structures discriminant analysis and significance analysis of microarrays were used to evaluate the metabolic changes. Pathway enrichment and co-expression network analyses were performed to identify clusters of molecules, and 2826 metabolites were identified. Among them, 38 metabolites were identified by univariate analysis, and 7 metabolites that were altered by conditioning therapy were identified by multivariate analysis. The Kyoto Encyclopedia of Genes and Genomes (KEGG) database was used for pathway enrichment analysis. Among the enriched KEGG pathways, the 3 significantly altered metabolic pathways were pyrimidine metabolism; phenylalanine, tyrosine, and tryptophan biosynthesis; and phenylalanine metabolism. In addition, L-phenylalanine was significantly correlated with blood urea nitrogen (BUN), and palmitoylcarnitine was correlated with aspartate aminotransferase (AST). In summary, consolidation therapy significantly affected pyrimidine- and phenylalanine-associated metabolic pathways in pediatric ALL patients. These findings may provide an insight into the role of metabolic profiling in consolidation treatment and as a potential for pediatric ALL patients. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40170-023-00302-6. |
format | Online Article Text |
id | pubmed-9869545 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-98695452023-01-24 Metabolic profiling reveals metabolic features of consolidation therapy in pediatric acute lymphoblastic leukemia Fu, Jinqiu Zhang, Aijun Liu, Qinqin Li, Dong Wang, Xiaoming Si, Libo Cancer Metab Research Acute lymphoblastic leukemia (ALL) and its treatment continue to pose substantial risks. To understand ALL more deeply, the metabolome in fasting plasma of 27 ALL patients before and after high-dose methotrexate therapies (consolidation therapy) including methotrexate and 6-mercaptopurine (6-MP) was investigated. Plasma metabolites were analyzed using liquid chromatography–tandem mass spectrometry (LC–MS). Orthogonal projections to latent structures discriminant analysis and significance analysis of microarrays were used to evaluate the metabolic changes. Pathway enrichment and co-expression network analyses were performed to identify clusters of molecules, and 2826 metabolites were identified. Among them, 38 metabolites were identified by univariate analysis, and 7 metabolites that were altered by conditioning therapy were identified by multivariate analysis. The Kyoto Encyclopedia of Genes and Genomes (KEGG) database was used for pathway enrichment analysis. Among the enriched KEGG pathways, the 3 significantly altered metabolic pathways were pyrimidine metabolism; phenylalanine, tyrosine, and tryptophan biosynthesis; and phenylalanine metabolism. In addition, L-phenylalanine was significantly correlated with blood urea nitrogen (BUN), and palmitoylcarnitine was correlated with aspartate aminotransferase (AST). In summary, consolidation therapy significantly affected pyrimidine- and phenylalanine-associated metabolic pathways in pediatric ALL patients. These findings may provide an insight into the role of metabolic profiling in consolidation treatment and as a potential for pediatric ALL patients. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40170-023-00302-6. BioMed Central 2023-01-23 /pmc/articles/PMC9869545/ /pubmed/36691092 http://dx.doi.org/10.1186/s40170-023-00302-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Fu, Jinqiu Zhang, Aijun Liu, Qinqin Li, Dong Wang, Xiaoming Si, Libo Metabolic profiling reveals metabolic features of consolidation therapy in pediatric acute lymphoblastic leukemia |
title | Metabolic profiling reveals metabolic features of consolidation therapy in pediatric acute lymphoblastic leukemia |
title_full | Metabolic profiling reveals metabolic features of consolidation therapy in pediatric acute lymphoblastic leukemia |
title_fullStr | Metabolic profiling reveals metabolic features of consolidation therapy in pediatric acute lymphoblastic leukemia |
title_full_unstemmed | Metabolic profiling reveals metabolic features of consolidation therapy in pediatric acute lymphoblastic leukemia |
title_short | Metabolic profiling reveals metabolic features of consolidation therapy in pediatric acute lymphoblastic leukemia |
title_sort | metabolic profiling reveals metabolic features of consolidation therapy in pediatric acute lymphoblastic leukemia |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9869545/ https://www.ncbi.nlm.nih.gov/pubmed/36691092 http://dx.doi.org/10.1186/s40170-023-00302-6 |
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