Multiple Myeloma Patients Have a Specific Serum Metabolomic Profile That Changes after Achieving Complete Remission

被引:68
作者
Puchades-Carrasco, Leonor [1 ]
Lecumberri, Ramon [2 ]
Martinez-Lopez, Joaquin [4 ]
Lahuerta, Juan-Jose [4 ]
Mateos, Maria-Victoria [5 ]
Prosper, Felipe [3 ]
San-Miguel, Jesus F. [5 ]
Pineda-Lucena, Antonio [1 ]
机构
[1] Ctr Invest Principe Felipe, Struct Biochem Lab, Valencia 46012, Spain
[2] Univ Navarra Clin, Hematol Serv, Pamplona, Spain
[3] Univ Navarra Clin, Hematol & Cell Therapy Area, Pamplona, Spain
[4] Hosp 12 Octubre, Hematol Serv, E-28041 Madrid, Spain
[5] IBMCC USAL CSIC, Hematol Serv, IBSAL, Hosp Univ Salamanca, Salamanca, Spain
关键词
MASS-SPECTROMETRY; CANCER-DETECTION; PLASMA; H-1;
D O I
10.1158/1078-0432.CCR-12-2917
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Multiple myeloma remains an incurable disease. New approaches to develop better tools for improving patient prognostication and monitoring treatment efficacy are very much needed. In this study, we aimed to evaluate the potential of metabolomics by H-1-NMR to provide information on metabolic profiles that could be useful in the management of multiple myeloma. Experimental Design: Serum samples were collected from multiple myeloma patients at the time of diagnosis and after achieving complete remission. A matched control set of samples was also included in the study. The H-1-NMR measurements used to obtain the metabolic profile for each patient were followed by the application of univariate and multivariate statistical analyses to determine significant differences. Results: Metabolic profiles of multiple myeloma patients at diagnosis exhibited higher levels of isoleucine, arginine, acetate, phenylalanine, and tyrosine, and decreased levels of 3-hydroxybutyrate, lysine, glutamine, and some lipids compared with the control set. A similar analysis conducted in multiple myeloma patients after achieving complete remission indicated that some of the metabolic changes (i.e., glutamine, cholesterol, lysine) observed at diagnosis displayed a variation in the opposite direction upon responding to treatment, thus contributing to multiple myeloma patients having a closer metabolic profile to those of healthy individuals after the disappearance of major disease manifestations. Conclusions: The results highlight the potential of metabolic profiles obtained by H-1-NMR in identifying multiple myeloma biomarkers that may be useful to objectively discriminate individuals with and without multiple myeloma, and monitor response to treatment. (C)2013 AACR.
引用
收藏
页码:4770 / 4779
页数:10
相关论文
共 35 条
  • [1] Abnormalities in plasma and red blood cell fatty acid profiles of patients with colorectal cancer
    Baró, L
    Hermoso, JC
    Núñez, MC
    Jiménez-Rios, JA
    Gil, A
    [J]. BRITISH JOURNAL OF CANCER, 1998, 77 (11) : 1978 - 1983
  • [2] Metabolomic NMR Fingerprinting to Identify and Predict Survival of Patients with Metastatic Colorectal Cancer
    Bertini, Ivano
    Cacciatore, Stefano
    Jensen, Benny V.
    Schou, Jakob V.
    Johansen, Julia S.
    Kruhoffer, Mogens
    Luchinat, Claudio
    Nielsen, Dorte L.
    Turano, Paola
    [J]. CANCER RESEARCH, 2012, 72 (01) : 356 - 364
  • [3] Biomarkers that discriminate multiple myeloma patients with or without skeletal involvement detected using SELDI-TOF mass spectrometry and statistical and machine learning tools
    Bhattacharyya, Sudeepa
    Epstein, Joshua
    Suva, Larry J.
    [J]. DISEASE MARKERS, 2006, 22 (04) : 245 - 255
  • [4] Body J J, 1999, Curr Opin Clin Nutr Metab Care, V2, P339, DOI 10.1097/00075197-199907000-00016
  • [5] Application of chemometrics to 1H NMR spectroscopic data to investigate a relationship between human serum metabolic profiles and hypertension
    Brindle, JT
    Nicholson, JK
    Schofield, PM
    Grainger, DJ
    Holmes, E
    [J]. ANALYST, 2003, 128 (01) : 32 - 36
  • [6] Chang Hung, 2011, Chang Gung Med J, V34, P70
  • [7] De la Luz-Hdez K, 2012, METABOLOMICS MAMMALI
  • [8] Gebregiworgis T, 2012, COMB CHEM HIGH THROU
  • [9] Metabolomics as a tool for cardiac research
    Griffin, Julian L.
    Atherton, Helen
    Shockcor, John
    Atzori, Luigi
    [J]. NATURE REVIEWS CARDIOLOGY, 2011, 8 (11) : 630 - 643
  • [10] GRISOLIA FT, 1953, CANCER RES, V13, P851