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Comparison of the blood, bone marrow, and cerebrospinal fluid metabolomes in children with b-cell acute lymphoblastic leukemia

Metabolomics may shed light on treatment response in childhood acute lymphoblastic leukemia (ALL), however, most assessments have analyzed bone marrow or cerebrospinal fluid (CSF), which are not collected during all phases of therapy. Blood is collected frequently and with fewer risks, but it is unc...

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Autores principales: Schraw, Jeremy M., Woodhouse, J. P., Bernhardt, Melanie B., Taylor, Olga A., Horton, Terzah M., Scheurer, Michael E., Okcu, M. Fatih, Rabin, Karen R., Lupo, Philip J., Brown, Austin L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8490393/
https://www.ncbi.nlm.nih.gov/pubmed/34608220
http://dx.doi.org/10.1038/s41598-021-99147-6
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author Schraw, Jeremy M.
Woodhouse, J. P.
Bernhardt, Melanie B.
Taylor, Olga A.
Horton, Terzah M.
Scheurer, Michael E.
Okcu, M. Fatih
Rabin, Karen R.
Lupo, Philip J.
Brown, Austin L.
author_facet Schraw, Jeremy M.
Woodhouse, J. P.
Bernhardt, Melanie B.
Taylor, Olga A.
Horton, Terzah M.
Scheurer, Michael E.
Okcu, M. Fatih
Rabin, Karen R.
Lupo, Philip J.
Brown, Austin L.
author_sort Schraw, Jeremy M.
collection PubMed
description Metabolomics may shed light on treatment response in childhood acute lymphoblastic leukemia (ALL), however, most assessments have analyzed bone marrow or cerebrospinal fluid (CSF), which are not collected during all phases of therapy. Blood is collected frequently and with fewer risks, but it is unclear whether findings from marrow or CSF biomarker studies may translate. We profiled end-induction plasma, marrow, and CSF from N = 10 children with B-ALL using liquid chromatography-mass spectrometry. We estimated correlations between plasma and marrow/CSF metabolite abundances detected in ≥ 3 patients using Spearman rank correlation coefficients (r(s)). Most marrow metabolites were detected in plasma (N = 661; 81%), and we observed moderate-to-strong correlations (median r(s) 0.62, interquartile range [IQR] 0.29–0.83). We detected 328 CSF metabolites in plasma (90%); plasma-CSF correlations were weaker (median r(s) 0.37, IQR 0.07–0.70). We observed plasma-marrow correlations for metabolites in pathways associated with end-induction residual disease (pyruvate, asparagine) and plasma-CSF correlations for a biomarker of fatigue (gamma-glutamylglutamine). There is considerable overlap between the plasma, marrow, and CSF metabolomes, and we observed strong correlations for biomarkers of clinically relevant phenotypes. Plasma may be suitable for biomarker studies in B-ALL.
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spelling pubmed-84903932021-10-05 Comparison of the blood, bone marrow, and cerebrospinal fluid metabolomes in children with b-cell acute lymphoblastic leukemia Schraw, Jeremy M. Woodhouse, J. P. Bernhardt, Melanie B. Taylor, Olga A. Horton, Terzah M. Scheurer, Michael E. Okcu, M. Fatih Rabin, Karen R. Lupo, Philip J. Brown, Austin L. Sci Rep Article Metabolomics may shed light on treatment response in childhood acute lymphoblastic leukemia (ALL), however, most assessments have analyzed bone marrow or cerebrospinal fluid (CSF), which are not collected during all phases of therapy. Blood is collected frequently and with fewer risks, but it is unclear whether findings from marrow or CSF biomarker studies may translate. We profiled end-induction plasma, marrow, and CSF from N = 10 children with B-ALL using liquid chromatography-mass spectrometry. We estimated correlations between plasma and marrow/CSF metabolite abundances detected in ≥ 3 patients using Spearman rank correlation coefficients (r(s)). Most marrow metabolites were detected in plasma (N = 661; 81%), and we observed moderate-to-strong correlations (median r(s) 0.62, interquartile range [IQR] 0.29–0.83). We detected 328 CSF metabolites in plasma (90%); plasma-CSF correlations were weaker (median r(s) 0.37, IQR 0.07–0.70). We observed plasma-marrow correlations for metabolites in pathways associated with end-induction residual disease (pyruvate, asparagine) and plasma-CSF correlations for a biomarker of fatigue (gamma-glutamylglutamine). There is considerable overlap between the plasma, marrow, and CSF metabolomes, and we observed strong correlations for biomarkers of clinically relevant phenotypes. Plasma may be suitable for biomarker studies in B-ALL. Nature Publishing Group UK 2021-10-04 /pmc/articles/PMC8490393/ /pubmed/34608220 http://dx.doi.org/10.1038/s41598-021-99147-6 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) .
spellingShingle Article
Schraw, Jeremy M.
Woodhouse, J. P.
Bernhardt, Melanie B.
Taylor, Olga A.
Horton, Terzah M.
Scheurer, Michael E.
Okcu, M. Fatih
Rabin, Karen R.
Lupo, Philip J.
Brown, Austin L.
Comparison of the blood, bone marrow, and cerebrospinal fluid metabolomes in children with b-cell acute lymphoblastic leukemia
title Comparison of the blood, bone marrow, and cerebrospinal fluid metabolomes in children with b-cell acute lymphoblastic leukemia
title_full Comparison of the blood, bone marrow, and cerebrospinal fluid metabolomes in children with b-cell acute lymphoblastic leukemia
title_fullStr Comparison of the blood, bone marrow, and cerebrospinal fluid metabolomes in children with b-cell acute lymphoblastic leukemia
title_full_unstemmed Comparison of the blood, bone marrow, and cerebrospinal fluid metabolomes in children with b-cell acute lymphoblastic leukemia
title_short Comparison of the blood, bone marrow, and cerebrospinal fluid metabolomes in children with b-cell acute lymphoblastic leukemia
title_sort comparison of the blood, bone marrow, and cerebrospinal fluid metabolomes in children with b-cell acute lymphoblastic leukemia
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8490393/
https://www.ncbi.nlm.nih.gov/pubmed/34608220
http://dx.doi.org/10.1038/s41598-021-99147-6
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