Literature DB >> 33064008

Prediction of Acute Graft versus Host Disease and Relapse by Endogenous Metabolomic Compounds in Patients Receiving Personalized Busulfan-Based Conditioning.

Jeannine S McCune1,2, Jožefa S McKiernan1, Erik van Maarseveen3, Alwin D R Huitema3,4, Timothy W Randolph5, H Joachim Deeg5,6, Ryotaro Nakamura2, K Scott Baker5,7.   

Abstract

Busulfan-based conditioning is the most commonly used high-dose conditioning regimen for allogeneic hematopoietic cell transplant (HCT). The alkylating agent busulfan has a narrow therapeutic index, with busulfan doses personalized to a target plasma exposure (targeted busulfan). Using a global pharmacometabonomics approach, we sought to identify novel biomarkers of relapse or acute graft versus host disease (GVHD) in a cohort of 84 patients receiving targeted busulfan before allogeneic HCT. A total of 763 endogenous metabolomic compounds (EMCs) were quantitated in 230 longitudinal blood samples before, during, and shortly after intravenous busulfan administration. We performed both univariate linear regression and pathway enrichment analyses using global testing. The cysteine/methionine pathway and the glycine, serine, and threonine metabolism pathway were most associated with relapse. The latter be explained by the fact that glutathione S-transferases conjugate both busulfan and glutathione, which contains glycine as a component. The d-arginine and d-ornithine metabolism pathway and arginine and proline metabolism pathway were most associated with acute GVHD. None of these associations were significant after correcting for false discovery rate (FDR) with a strict cutoff of FDR-adjusted p < 0.1. Although larger studies are needed to substantiate these findings, the results show that EMCs may be used as predictive biomarkers in HCT patients.

Entities:  

Keywords:  acute GVHD; biomarkers; busulfan; hematopoietic cell transplant; metabolomics; pharmacometabonomics; precision medicine; relapse; therapeutic drug monitoring

Mesh:

Substances:

Year:  2020        PMID: 33064008      PMCID: PMC8214873          DOI: 10.1021/acs.jproteome.0c00599

Source DB:  PubMed          Journal:  J Proteome Res        ISSN: 1535-3893            Impact factor:   4.466


  29 in total

1.  A global test for groups of genes: testing association with a clinical outcome.

Authors:  Jelle J Goeman; Sara A van de Geer; Floor de Kort; Hans C van Houwelingen
Journal:  Bioinformatics       Date:  2004-01-01       Impact factor: 6.937

2.  Pharmaco-metabonomic phenotyping and personalized drug treatment.

Authors:  T Andrew Clayton; John C Lindon; Olivier Cloarec; Henrik Antti; Claude Charuel; Gilles Hanton; Jean-Pierre Provost; Jean-Loïc Le Net; David Baker; Rosalind J Walley; Jeremy R Everett; Jeremy K Nicholson
Journal:  Nature       Date:  2006-04-20       Impact factor: 49.962

Review 3.  Metabolomics for Investigating Physiological and Pathophysiological Processes.

Authors:  David S Wishart
Journal:  Physiol Rev       Date:  2019-10-01       Impact factor: 37.312

4.  MetPA: a web-based metabolomics tool for pathway analysis and visualization.

Authors:  Jianguo Xia; David S Wishart
Journal:  Bioinformatics       Date:  2010-07-13       Impact factor: 6.937

Review 5.  Personalizing Busulfan-Based Conditioning: Considerations from the American Society for Blood and Marrow Transplantation Practice Guidelines Committee.

Authors:  Jeanne Palmer; Jeannine S McCune; Miguel-Angel Perales; David Marks; Joseph Bubalo; Mohamad Mohty; John R Wingard; Angelo Paci; Moustapha Hassan; Christopher Bredeson; Joseph Pidala; Nina Shah; Paul Shaughnessy; Navneet Majhail; Jeff Schriber; Bipin N Savani; Paul A Carpenter
Journal:  Biol Blood Marrow Transplant       Date:  2016-07-29       Impact factor: 5.742

6.  Clinical manifestations of graft-versus-host disease in human recipients of marrow from HL-A-matched sibling donors.

Authors:  H Glucksberg; R Storb; A Fefer; C D Buckner; P E Neiman; R A Clift; K G Lerner; E D Thomas
Journal:  Transplantation       Date:  1974-10       Impact factor: 4.939

7.  Pharmacometabonomic identification of a significant host-microbiome metabolic interaction affecting human drug metabolism.

Authors:  T Andrew Clayton; David Baker; John C Lindon; Jeremy R Everett; Jeremy K Nicholson
Journal:  Proc Natl Acad Sci U S A       Date:  2009-08-10       Impact factor: 11.205

8.  Cyclophosphamide followed by intravenous targeted busulfan for allogeneic hematopoietic cell transplantation: pharmacokinetics and clinical outcomes.

Authors:  Andrew R Rezvani; Jeannine S McCune; Barry E Storer; Ami Batchelder; Aiko Kida; H Joachim Deeg; George B McDonald
Journal:  Biol Blood Marrow Transplant       Date:  2013-04-10       Impact factor: 5.742

Review 9.  Glycine metabolism in animals and humans: implications for nutrition and health.

Authors:  Weiwei Wang; Zhenlong Wu; Zhaolai Dai; Ying Yang; Junjun Wang; Guoyao Wu
Journal:  Amino Acids       Date:  2013-04-25       Impact factor: 3.520

10.  Thiol/redox metabolomic profiling implicates GSH dysregulation in early experimental graft versus host disease (GVHD).

Authors:  Jung H Suh; Bindu Kanathezhath; Swapna Shenvi; Hua Guo; Alicia Zhou; Anureet Tiwana; Frans Kuypers; Bruce N Ames; Mark C Walters
Journal:  PLoS One       Date:  2014-02-18       Impact factor: 3.240

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