Biochemical phenotyping of multiple myeloma patients at diagnosis reveals a disorder of mitochondrial complexes I and II and a Hartnup-like disturbance as underlying conditions, also influencing different stages of the disease

Abstract The aim of this study was to identify novel plasma metabolic signatures with possible relevance during multiple myeloma (MM) development and progression. A biochemical quantitative phenotyping platform based on targeted electrospray ionization tandem mass spectrometry technology was used to...

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Main Authors: Ismael Dale Cotrim Guerreiro da Silva, Erica Valadares de Castro Levatti, Amanda Paula Pedroso, Dirce Maria Lobo Marchioni, Antonio Augusto Ferreira Carioca, Gisele Wally Braga Colleoni
Format: Article
Language:English
Published: Nature Publishing Group 2020-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-020-75862-4
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spelling doaj-85370f2e321f4764a8a70a8f150fa8512020-12-20T12:27:41ZengNature Publishing GroupScientific Reports2045-23222020-12-0110111410.1038/s41598-020-75862-4Biochemical phenotyping of multiple myeloma patients at diagnosis reveals a disorder of mitochondrial complexes I and II and a Hartnup-like disturbance as underlying conditions, also influencing different stages of the diseaseIsmael Dale Cotrim Guerreiro da Silva0Erica Valadares de Castro Levatti1Amanda Paula Pedroso2Dirce Maria Lobo Marchioni3Antonio Augusto Ferreira Carioca4Gisele Wally Braga Colleoni5Departament of Gynecology, Paulista School of Medicine, Federal University of São PauloDepartment of Clinical and Experimental Oncology, Paulista School of Medicine, Federal University of São PauloDepartament of Physiology, Paulista School of Medicine, Federal University of São PauloNutrition Department, School of Public Health, University of São Paulo (MUSP)Nutrition Department, School of Public Health, University of São Paulo (MUSP)Department of Clinical and Experimental Oncology, Paulista School of Medicine, Federal University of São PauloAbstract The aim of this study was to identify novel plasma metabolic signatures with possible relevance during multiple myeloma (MM) development and progression. A biochemical quantitative phenotyping platform based on targeted electrospray ionization tandem mass spectrometry technology was used to aid in the identification of any eventual perturbed biochemical pathway in peripheral blood plasma from 36 MM patients and 73 healthy controls. Our results showed that MM cases present an increase in short and medium/long-chain species of acylcarnitines resembling Multiple AcylCoA Dehydrogenase Deficiency (MADD), particularly, associated with MM advanced International Staging System (ISS). Lipids profile showed lower concentrations of phosphatidylcholine (PC), lysophosphatidylcholine (LPC) and sphingomyelins (SM) in the MM patients and its respective ISS groups. MM cases were accompanied by a drop in the concentration of essential amino acids, especially tryptophan, with a significant inverse correlation between the progressive drop in tryptophan with the elevation of β2-microglobulin, with the increase in systemic methylation levels (Symmetric Arginine Dimethylation, SDMA) and with the accumulation of esterified carnitines in relation to free carnitine (AcylC/C0). Serotonin was significantly elevated in cases of MM, without a clear association with ISS. Kynurenine/tryptophan ratio demonstrates that the activity of dioxigenases is even higher in the cases classified as ISS 3. In conclusion, our study showed that MM patients at diagnosis showed metabolic disorders resembling both mitochondrial complexes I and II and Hartnup-like disturbances as underlying conditions, also influencing different stages of the disease.https://doi.org/10.1038/s41598-020-75862-4
collection DOAJ
language English
format Article
sources DOAJ
author Ismael Dale Cotrim Guerreiro da Silva
Erica Valadares de Castro Levatti
Amanda Paula Pedroso
Dirce Maria Lobo Marchioni
Antonio Augusto Ferreira Carioca
Gisele Wally Braga Colleoni
spellingShingle Ismael Dale Cotrim Guerreiro da Silva
Erica Valadares de Castro Levatti
Amanda Paula Pedroso
Dirce Maria Lobo Marchioni
Antonio Augusto Ferreira Carioca
Gisele Wally Braga Colleoni
Biochemical phenotyping of multiple myeloma patients at diagnosis reveals a disorder of mitochondrial complexes I and II and a Hartnup-like disturbance as underlying conditions, also influencing different stages of the disease
Scientific Reports
author_facet Ismael Dale Cotrim Guerreiro da Silva
Erica Valadares de Castro Levatti
Amanda Paula Pedroso
Dirce Maria Lobo Marchioni
Antonio Augusto Ferreira Carioca
Gisele Wally Braga Colleoni
author_sort Ismael Dale Cotrim Guerreiro da Silva
title Biochemical phenotyping of multiple myeloma patients at diagnosis reveals a disorder of mitochondrial complexes I and II and a Hartnup-like disturbance as underlying conditions, also influencing different stages of the disease
title_short Biochemical phenotyping of multiple myeloma patients at diagnosis reveals a disorder of mitochondrial complexes I and II and a Hartnup-like disturbance as underlying conditions, also influencing different stages of the disease
title_full Biochemical phenotyping of multiple myeloma patients at diagnosis reveals a disorder of mitochondrial complexes I and II and a Hartnup-like disturbance as underlying conditions, also influencing different stages of the disease
title_fullStr Biochemical phenotyping of multiple myeloma patients at diagnosis reveals a disorder of mitochondrial complexes I and II and a Hartnup-like disturbance as underlying conditions, also influencing different stages of the disease
title_full_unstemmed Biochemical phenotyping of multiple myeloma patients at diagnosis reveals a disorder of mitochondrial complexes I and II and a Hartnup-like disturbance as underlying conditions, also influencing different stages of the disease
title_sort biochemical phenotyping of multiple myeloma patients at diagnosis reveals a disorder of mitochondrial complexes i and ii and a hartnup-like disturbance as underlying conditions, also influencing different stages of the disease
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2020-12-01
description Abstract The aim of this study was to identify novel plasma metabolic signatures with possible relevance during multiple myeloma (MM) development and progression. A biochemical quantitative phenotyping platform based on targeted electrospray ionization tandem mass spectrometry technology was used to aid in the identification of any eventual perturbed biochemical pathway in peripheral blood plasma from 36 MM patients and 73 healthy controls. Our results showed that MM cases present an increase in short and medium/long-chain species of acylcarnitines resembling Multiple AcylCoA Dehydrogenase Deficiency (MADD), particularly, associated with MM advanced International Staging System (ISS). Lipids profile showed lower concentrations of phosphatidylcholine (PC), lysophosphatidylcholine (LPC) and sphingomyelins (SM) in the MM patients and its respective ISS groups. MM cases were accompanied by a drop in the concentration of essential amino acids, especially tryptophan, with a significant inverse correlation between the progressive drop in tryptophan with the elevation of β2-microglobulin, with the increase in systemic methylation levels (Symmetric Arginine Dimethylation, SDMA) and with the accumulation of esterified carnitines in relation to free carnitine (AcylC/C0). Serotonin was significantly elevated in cases of MM, without a clear association with ISS. Kynurenine/tryptophan ratio demonstrates that the activity of dioxigenases is even higher in the cases classified as ISS 3. In conclusion, our study showed that MM patients at diagnosis showed metabolic disorders resembling both mitochondrial complexes I and II and Hartnup-like disturbances as underlying conditions, also influencing different stages of the disease.
url https://doi.org/10.1038/s41598-020-75862-4
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