Self-organizing map applied to the choice of internal standards for the determination of Cd, Pb, Sn, and platinum group elements by inductively coupled plasma mass spectrometry

被引:8
作者
Moreira, Luana S. [1 ]
Costa, Floriatan S. [1 ]
Machado, Raquel C. [2 ]
Nogueira, Ana Rita A. [2 ,3 ]
Gonzalez, Mario H. [4 ]
da Silva, Erik G. P. [5 ]
Amaral, Clarice D. B. [1 ]
机构
[1] Univ Fed Parana, Dept Chem, BR-81531980 Curitiba, Parana, Brazil
[2] Univ Fed Sao Carlos, Dept Chem, BR-13565905 Sao Carlos, SP, Brazil
[3] Embrapa Pecuaria Sudeste, BR-13560970 Sao Carlos, SP, Brazil
[4] Sao Paulo State Univ, Natl Inst Alternat Technol Detect, Dept Chem & Environm Sci, Toxicol Evaluat & Removal Micropollutants & Radio, BR-15054000 Sao Jose Do Rio Preto, SP, Brazil
[5] Univ Estadual Santa Cruz, Dept Exact & Technol Sci, BR-45662900 Ilheus, BA, Brazil
基金
巴西圣保罗研究基金会;
关键词
ICP-MS; PGEs; Toxic elements; Self-organizing map; Fish; Bivalve mollusks; KINETIC-ENERGY DISCRIMINATION; CELL ICP-MS; COMPLEX MATRICES; RISK-ASSESSMENT; TOXIC ELEMENTS; MULTIVARIATE; METALS; CADMIUM; SAMPLES; DUST;
D O I
10.1016/j.talanta.2021.122534
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The behaviors of internal standards, according to different flow rates of the cell collision gas (He), were studied for the determination of Cd, Pb, Pd, Pt, Rh, and Sn in samples of fish and mollusks by inductively coupled plasma mass spectrometry (ICP-MS). The elements Bi, Ge, In, Sc, and Y were selected as internal standards, considering their masses and first ionization energies. Addition and recovery experiments were carried out at three concentration levels to evaluate the accuracy of the method applied for the analysis of two samples with different matrices. The results were evaluated using a self-organizing map (SOM). The best analyte/IS pairs were as follows: Cd-114(+)/Ge-74(+), Pt-195(+)/Ge-74(+), and Pb-208(+)/Ge-74(+). For Rh-103(+), Pd-106(+), and Sn-120(+), greater accuracy was achieved without use of an internal standard. Helium gas (2.8 mL min(-1)) was used in the collision cell for the analytes, except for Sn, and recoveries ranged from 98 to 101% under optimal conditions. The use of SOM as an exploratory analysis tool was an effective approach for selection of the most appropriate internal standards.
引用
收藏
页数:6
相关论文
共 41 条
[1]   Matrix effects in inductively coupled plasma mass spectrometry: A review [J].
Agatemor, Christian ;
Beauchemin, Diane .
ANALYTICA CHIMICA ACTA, 2011, 706 (01) :66-83
[2]   Critical evaluation of internal standardization in ICP tandem mass spectrometry and feasibility of the oxygen reaction for boron determination in plants [J].
Amaral, Clarice D. B. ;
Machado, Raquel C. ;
Virgilio, Alex ;
Schiavo, Daniela ;
Nogueira, Ana Rita A. ;
Nobrega, Joaquim A. .
JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY, 2016, 31 (06) :1179-1184
[3]  
[Anonymous], 1978, SPECTROCHEM ACTA, V33B, P241
[4]  
Appendix F., 2012, AOAC METHODS ANAL, Vtwentieth, P18
[5]   Taking the leap between analytical chemistry and artificial intelligence: A tutorial review [J].
Ayres, Lucas B. ;
Gomez, Federico J. V. ;
Linton, Jeb R. ;
Silva, Maria F. ;
Garcia, Carlos D. .
ANALYTICA CHIMICA ACTA, 2021, 1161
[6]   Classification of Antarctic algae by applying Kohonen neural network with 14 elements determined by inductively coupled plasma optical emission spectrometry [J].
Balbinot, L ;
Smichowski, P ;
Farias, S ;
Arruda, MAZ ;
Vodopivez, C ;
Poppi, RJ .
SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY, 2005, 60 (05) :725-730
[7]   Space charge effects and internal standardization in a four ion lenses interface: What is changing in quadrupole inductively coupled plasma mass spectrometry? [J].
Barros, Ariane I. ;
Pinheiro, Fernanda C. ;
Nobrega, Joaquim A. .
SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY, 2020, 167
[8]   Contributions on the Use of Bismuth as Internal Standard for Lead Determinations Using ICP-Based Techniques [J].
Bechlin, Marcos A. ;
Ferreira, Edilene C. ;
Gomes Neto, Jose A. ;
Ramos, Juliano C. ;
Borges, Daniel L. G. .
JOURNAL OF THE BRAZILIAN CHEMICAL SOCIETY, 2015, 26 (09) :1879-1886
[9]   Traditional Calibration Methods in Atomic Spectrometry and New Calibration Strategies for Inductively Coupled Plasma Mass Spectrometry [J].
Carter, Jake A. ;
Barros, Ariane I. ;
Nobrega, Joaquim A. ;
Donati, George L. .
FRONTIERS IN CHEMISTRY, 2018, 6
[10]   Development of a procedure for the multi-element determination of trace elements in wine by ICP-MS [J].
Castiñeira, MM ;
Brandt, R ;
von Bohlen, A ;
Jakubowski, N .
FRESENIUS JOURNAL OF ANALYTICAL CHEMISTRY, 2001, 370 (05) :553-558