1
|
da Silva Zandonadi F, dos Santos EAF, Marques MS, Sussulini A. Metabolomics: A Powerful Tool to Understand the Schizophrenia Biology. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2022; 1400:105-119. [DOI: 10.1007/978-3-030-97182-3_8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
|
2
|
Ding Y, Pei C, Shu W, Wan J. Inorganic Matrices Assisted Laser Desorption/Ionization Mass Spectrometry for Metabolic Analysis in Bio-fluids. Chem Asian J 2021; 17:e202101310. [PMID: 34964274 DOI: 10.1002/asia.202101310] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 12/23/2021] [Indexed: 11/12/2022]
Abstract
Metabolic analysis in bio-fluids interprets the end products in the bio-process, emerging as an irreplaceable disease diagnosis and monitoring platform. Laser desorption/ionization mass spectrometry (LDI MS) based metabolic analysis exhibits great potential for clinical applications in terms of high throughput, rapid signal readout, and minimal sample preparation. There are two essential elements to construct the LDI MS-based metabolic analysis: 1) well-designed nanomaterials as matrices; 2) machine learning algorithms for data analysis. This review highlights the development of various inorganic matrices to comprehend the advantages of LDI MS in metabolite detection and the recent diagnostic applications based on target metabolite detection and untargeted metabolic fingerprints in biological fluids.
Collapse
Affiliation(s)
- Yajie Ding
- East China Normal University, School of Chemistry and Molecular Engineering, CHINA
| | - Congcong Pei
- East China Normal University, School of Chemistry and Molecular Engineering, CHINA
| | - Weikang Shu
- East China Normal University, School of Chemistry and Molecular Engineering, CHINA
| | - Jingjing Wan
- East China Normal University, School of Chemistry and Molecular Engineering, No.500, Dongchuan Road, Minghang District, 200241, Shanghai, CHINA
| |
Collapse
|
3
|
Costa TBBC, Lacerda ALT, Mas CD, Brietzke E, Pontes JGM, Marins LAN, Martins LG, Nunes MV, Pedrini M, Carvalho MSC, Mitrovitch MP, Hayashi MAF, Saldanha NL, Poppi RJ, Tasic L. Insights into the Effects of Crack Abuse on the Human Metabolome Using a NMR Approach. J Proteome Res 2018; 18:341-348. [PMID: 30387359 DOI: 10.1021/acs.jproteome.8b00646] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Approximately 255 million people consume illicit drugs every year, among which 18 million use cocaine. A portion of this drug is represented by crack, but it is difficult to estimate the number of users since most are marginalized. However, there are no recognized efficacious pharmacotherapies for crack-cocaine dependence. Inflammation and infection in cocaine users may be due to behavior adopted in conjunction with drug-related changes in the brain. To understand the metabolic changes associated with the drug abuse disorder and identify biomarkers, we performed a 1H NMR-based metabonomic analysis of 44 crack users' and 44 healthy volunteers' blood serum. The LDA model achieved 98% of accuracy. From the water suppressed 1H NMR spectra analyses, it was observed that the relative concentration of lactate was higher in the crack group, while long chain fatty acid acylated carnitines were decreased, which was associated with their nutritional behavior. Analyses of the aromatic region of CPMG 1H NMR spectra demonstrated histidine and tyrosine levels increased in the blood serum of crack users. The reduction of carnitine and acylcarnitines and the accumulation of histidine in the serum of the crack users suggest that histamine biosynthesis is compromised. The tyrosine level points to altered dopamine concentration.
Collapse
Affiliation(s)
- Tássia B B C Costa
- Institute of Chemistry , Universidade Estadual de Campinas (UNICAMP) , Campinas , Brazil
| | - Acioly L T Lacerda
- Center for Research and Clinical Trials Sinapse-Bairral , Instituto Bairral de Psiquiatria , Itapira , Brazil.,Universidade Federal de São Paulo (UNIFESP) , São Paulo , Brazil
| | - Caroline Dal Mas
- Universidade Federal de São Paulo (UNIFESP) , São Paulo , Brazil
| | - Elisa Brietzke
- Universidade Federal de São Paulo (UNIFESP) , São Paulo , Brazil
| | - João G M Pontes
- Institute of Chemistry , Universidade Estadual de Campinas (UNICAMP) , Campinas , Brazil
| | - Lucas A N Marins
- Universidade Federal de São Paulo (UNIFESP) , São Paulo , Brazil
| | - Lucas G Martins
- Institute of Chemistry , Universidade Estadual de Campinas (UNICAMP) , Campinas , Brazil
| | - Marcel V Nunes
- Center for Research and Clinical Trials Sinapse-Bairral , Instituto Bairral de Psiquiatria , Itapira , Brazil
| | - Mariana Pedrini
- Universidade Federal de São Paulo (UNIFESP) , São Paulo , Brazil
| | | | - Milan P Mitrovitch
- Center for Research and Clinical Trials Sinapse-Bairral , Instituto Bairral de Psiquiatria , Itapira , Brazil
| | | | - Natália L Saldanha
- Center for Research and Clinical Trials Sinapse-Bairral , Instituto Bairral de Psiquiatria , Itapira , Brazil
| | - Ronei J Poppi
- Institute of Chemistry , Universidade Estadual de Campinas (UNICAMP) , Campinas , Brazil
| | - Ljubica Tasic
- Institute of Chemistry , Universidade Estadual de Campinas (UNICAMP) , Campinas , Brazil
| |
Collapse
|