Blood molecular profile to predict genotoxicity from exposure to antineoplastic drugs

被引:1
作者
Ladeira, Carina [1 ,2 ,3 ]
Araujo, Ruben [3 ,4 ,6 ]
Ramalhete, Luis [4 ,5 ,6 ]
Teixeira, Helder [4 ]
Calado, Cecilia R. C. [4 ,7 ]
机构
[1] Inst Politecn Lisboa, H&TRC Hlth & Technol Res Ctr, Escola Super Tecnol Saude Lisboa ESTeSL, Ave D Joao II,Lote 4-69-01,Parque Nacoes, P-1990096 Lisbon, Portugal
[2] Univ NOVA Lisboa, Publ Hlth Res Ctr, NOVA Natl Sch Publ Hlth, Lisbon, Portugal
[3] Univ NOVA Lisboa, Comprehens Hlth Res Ctr CHRC, Lisbon, Portugal
[4] Inst Politecn Lisboa, ISEL Inst Super Engn Lisboa, R Conselheiro Emidio Navarro 1, P-1959007 Lisbon, Portugal
[5] Inst Portugues Sangue & Transplantacao, Blood & Transplantat Ctr Lisbon, Alameda Linhas Torres 117, P-1769001 Lisbon, Portugal
[6] Univ NOVA Lisboa, Fac Ciencias Med, NOVA Med Sch, P-1169056 Lisbon, Portugal
[7] Inst Politecn Lisboa, ISEL Inst Super Engn Lisboa, CIMOSM Ctr Invest Modelacao & Optimizacao Sistemas, R Conselheiro Emidio Navarro 1, P-1959007 Lisbon, Portugal
关键词
Molecular profile; FTIR-spectroscopy; Genotoxicity; Cytokinesis-blocked micronucleus assay; Frozen blood; Antineoplastics; OXIDATIVE STRESS; OCCUPATIONAL-EXPOSURE; INFRARED-SPECTROSCOPY; DNA-DAMAGE; LYMPHOCYTES; BIOMARKERS; CHEMICALS; WORKERS; CELLS; ASSAY;
D O I
10.1016/j.mrgentox.2023.503681
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Genotoxicity is an important information that should be included in human biomonitoring programmes. How-ever, the usually applied cytogenetic assays are laborious and time-consuming, reason why it is critical to develop rapid and economic new methods. The aim of this study was to evaluate if the molecular profile of frozen whole blood, acquired by Fourier Transform Infrared (FTIR) spectroscopy, allows to assess genotoxicity in occupational exposure to antineoplastic drugs, as obtained by the cytokinesis-block micronucleus assay. For that purpose, 92 samples of peripheral blood were studied: 46 samples from hospital professionals occupationally exposed to antineoplastic drugs and 46 samples from workers in academia without exposure (controls). It was first evaluated the metabolome from frozen whole blood by methanol precipitation of macromolecules as haemoglobin, followed by centrifugation. The metabolome molecular profile resulted in 3 ratios of spectral bands, significantly different between the exposed and non-exposed group (p < 0.01) and a spectral principal component-linear discriminant analysis (PCA-LDA) model enabling to predict genotoxicity from exposure with 73 % accuracy. After optimization of the dilution degree and solution used, it was possible to obtain a higher number of significant ratios of spectral bands, i.e., 10 ratios significantly different (p < 0.001), highlighting the high sensitivity and specificity of the method. Indeed, the PCA-LDA model, based on the molecular profile of whole blood, enabled to predict genotoxicity from the exposure with an accuracy, sensitivity, and specificity of 92 %, 93 % and 91 %, respectively. All these parameters were achieved based on 1 mu L of frozen whole blood, in a high-throughput mode, i.e., based on the simultaneous analysis of 92 samples, in a simple and economic mode. In summary, it can be conclude that this method presents a very promising potential for high-dimension screening of exposure to genotoxic substances.
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页数:9
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