Liquid chromatography mass spectrometry-based metabolite pathway analyses of myeloma and non-hodgkin's lymphoma patients

Carl Angelo D. Medriano, Jinhyuk Na, Kyung Min Lim, Jin Ho Chung, Youngja H. Park

Research output: Contribution to journalArticlepeer-review

9 Scopus citations

Abstract

Objective: This study attempted to identify altered metabolism and pathways related to non-Hodgkin's lymphoma (NHL) and myeloma patients. Materials and Methods: In this retrospective study, we collected plasma samples from 11 patients-6 healthy controls with no evidence of any blood cancers and 5 patients with either multiple myeloma (n=3) or NHL (n=2) during the preliminary study period. Samples were analyzed using quadrupole time-of-flight liquid chromatography mass spectrometry (LC-MS). Significant features generated after statistical analyses were used for metabolomics and pathway analysis. Results: Data after false discovery rate (FDR) adjustment at q=0.05 of features showed 136 for positive and 350 significant features for negative ionization mode in NHL patients as well as 262 for positive and 98 features for negative ionization mode in myeloma patients. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis determined that pathways such as steroid hormone biosynthesis, ABC transporters, and arginine and proline metabolism were affected in NHL patients. In myeloma patients, pyrimidine metabolism, carbon metabolism, and bile secretion pathways were potentially affected by the disease. Conclusion: The results have shown tremendous differences in the metabolites of healthy individuals compared to myeloma and lymphoma patients. Validation through quantitative metabolomics is encouraged, especially for the metabolites with significantly expression in blood cancer patients.

Original languageEnglish
Pages (from-to)44-54
Number of pages11
JournalCell Journal
Volume19
DOIs
StatePublished - 1 Mar 2017

Bibliographical note

Funding Information:
National Research Foundation of Korea (NRF) as grant number: NRF-2014R1A1A2053787

Keywords

  • Mass Spectrometry
  • Multiple Myeloma
  • Non-Hodgkin's Lymphoma

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