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Impact of acute lymphoblastic leukemia induction therapy: findings from metabolomics on non-fasted plasma samples from a biorepository
- Source :
- Metabolomics. 17
- Publication Year :
- 2021
- Publisher :
- Springer Science and Business Media LLC, 2021.
-
Abstract
- Acute lymphoblastic leukemia (ALL) is among the most common cancers in children. With improvements in combination chemotherapy regimens, the overall survival has increased to over 90%. However, the current challenge is to mitigate adverse events resulting from the complex therapy. Several chemotherapies intercept cancer metabolism, but little is known about their collective role in altering host metabolism. We profiled the metabolomic changes in plasma of ALL patients initial- and post- induction therapy. We exploited a biorepository of non-fasted plasma samples derived from the Dana Farber Cancer Institute ALL Consortium; these samples were obtained from 50 ALL patients initial- and post-induction therapy. Plasma metabolites and complex lipids were analyzed by high resolution tandem mass spectrometry and differential mobility tandem mass spectrometry. Data were analyzed using a covariate-adjusted regression model with multiplicity adjustment. Pathway enrichment analysis and co-expression network analysis were performed to identify unique clusters of molecules. More than 1200 metabolites and complex lipids were identified in the total of global metabolomics and lipidomics platforms. Over 20% of those molecules were significantly altered. In the pathway enrichment analysis, lipids, particularly phosphatidylethanolamines (PEs), were identified. Network analysis indicated that the bioactive fatty acids, docosahexaenoic acid (DHA)-containing (22:6) triacylglycerols (TAGs), were decreased in the post-induction therapy. Metabolomic profiling in ALL patients revealed a large number of alterations following induction chemotherapy. In particular, lipid metabolism was substantially altered. The changes in metabolites and complex lipids following induction therapy could provide insight into the adverse events experienced by ALL patients.
- Subjects :
- Endocrinology, Diabetes and Metabolism
Clinical Biochemistry
Pharmacology
01 natural sciences
Biochemistry
03 medical and health sciences
Metabolomics
Tandem Mass Spectrometry
Lipidomics
Humans
Medicine
Child
Adverse effect
030304 developmental biology
0303 health sciences
business.industry
010401 analytical chemistry
Induction chemotherapy
Combination chemotherapy
Lipid metabolism
Induction Chemotherapy
Metabolism
Precursor Cell Lymphoblastic Leukemia-Lymphoma
Lipids
0104 chemical sciences
Docosahexaenoic acid
business
Subjects
Details
- ISSN :
- 15733890 and 15733882
- Volume :
- 17
- Database :
- OpenAIRE
- Journal :
- Metabolomics
- Accession number :
- edsair.doi.dedup.....81d310ca11145429002a32d76d8bd679
- Full Text :
- https://doi.org/10.1007/s11306-021-01814-2