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Soares de Araújo JV, Arruda Dos Santos E, Santos TS, Cassella RJ, Duyck C, Peixoto RRA. Aerosol dilution and formic acid for the direct analysis of bovine liquid milk by microwave-induced plasma optical emission spectrometry (MIP OES) as a faster and environmentally friendly analytical method. Talanta 2025; 293:128096. [PMID: 40209529 DOI: 10.1016/j.talanta.2025.128096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2025] [Revised: 03/25/2025] [Accepted: 04/05/2025] [Indexed: 04/12/2025]
Abstract
For the first time, the analysis of milk solutions without previous acid decomposition is presented using microwave-induced plasma optical emission spectrometry (MIP OES) with aerosol dilution (AD) as a sample introduction strategy. The milk samples were previously diluted using formic acid (concentration 2 % v v-1) and directly introduced in the MIP OES instrument equipped with an AD system of laminar flux. The system introduced a controlled nitrogen gas stream (dilution gas, DG) between the spray chamber and the plasma torch. The milk and formic acid proportions, the samples' dilution, and the DG and the nebulizer gas (NG) flow rates were evaluated, considering plasma robustness (N2+/OH ratio) and the intensity of the emission lines. A 50-fold dilution of milk and flow rates of 0.6 L min-1 for DG and 0.4 L min-1 for NG were chosen as a compromise condition. This simple strategy allowed the determination of Ca, K, Na, Mg, and P by MIP OES, with recoveries of 96-109 % obtained in addition and recovery assays and RSD lower than 6 %. The developed methodology used minimal reactants, and the aerosol dilution was performed online with the plasma gas, generating less waste. Besides, the sample treatment was fast, and the multi-elemental determination was performed using the cost-effective multi-elemental spectrometric technique of MIP OES.
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Affiliation(s)
| | | | - Thiago Silva Santos
- Department of Analytical Chemistry, Federal Fluminense University (UFF), Niterói, 24020-141, Brazil
| | | | - Christiane Duyck
- Department of Analytical Chemistry, Federal Fluminense University (UFF), Niterói, 24020-141, Brazil
| | - Rafaella Regina Alves Peixoto
- Department of Analytical Chemistry, Federal Fluminense University (UFF), Niterói, 24020-141, Brazil; Department of Analytical Chemistry, Institute of Chemistry, University of Campinas (UNICAMP), Campinas, 13083-970, Brazil.
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2
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Cavalcante DC, Pinto SO, Ferreira LS, Santos HM, Jesus RM, Silva EGP, Silva AG, Santos LN. Optimization of a macro-element extraction system from cocoa honey samples using ultrasound and Doehlert design with multiple responses. Food Chem 2025; 473:143058. [PMID: 39908776 DOI: 10.1016/j.foodchem.2025.143058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2024] [Revised: 01/10/2025] [Accepted: 01/22/2025] [Indexed: 02/07/2025]
Abstract
Cocoa honey is a product obtained at the beginning of the cocoa bean fermentation process that gets its name from its sweet flavor. Information about its chemical composition is still rarely explored in the literature. A simple, fast, and low-cost procedure of sample preparation based on ultrasound extraction and MIP OES was developed to determine the amounts of Ca, K, Mg, and P found in cocoa honey samples. The extraction conditions were optimized using Doehlert design with multiple responses. The best values were obtained using 4.0 mL of HNO3 at a concentration of 5.62 mol L-1, 1.15 mL of H2O2, and 29.6 min of extraction time. Samples of cocoa honey sold in Ilhéus, Bahia (Brazil), were analyzed using the proposed procedure and recoveries of between 93 % and 112 % were obtained when compared to the reference method, thus demonstrating the viability of this technique for determining mineral nutrients in cocoa honey.
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Affiliation(s)
- Danielly C Cavalcante
- Department of Exact Sciences, State University of Santa Cruz (UESC), Ilheus, Bahia 45662-900, Brazil
| | - Sandy O Pinto
- Department of Exact Sciences, State University of Santa Cruz (UESC), Ilheus, Bahia 45662-900, Brazil
| | - Luana S Ferreira
- Department of Exact Sciences, State University of Santa Cruz (UESC), Ilheus, Bahia 45662-900, Brazil
| | - Herick M Santos
- Department of Exact Sciences, State University of Santa Cruz (UESC), Ilheus, Bahia 45662-900, Brazil
| | - Raildo M Jesus
- Department of Exact Sciences, State University of Santa Cruz (UESC), Ilheus, Bahia 45662-900, Brazil
| | - Erik G P Silva
- Department of Exact Sciences, State University of Santa Cruz (UESC), Ilheus, Bahia 45662-900, Brazil
| | - Allison G Silva
- Federal Institute of Education, Science and Technology of Bahia, Porto Seguro Campus, Porto Seguro 45810-000, Bahia, Brazil
| | - Luana N Santos
- Department of Exact Sciences, State University of Santa Cruz (UESC), Ilheus, Bahia 45662-900, Brazil.
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3
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da Silva ABS, da Silva Leal KN, Arruda MAZ. An acidless microwave-assisted wet digestion of biological samples as a greener alternative: applications from COVID-19 monitoring to plant nanobiotechnology. Anal Bioanal Chem 2025; 417:1271-1282. [PMID: 39164506 DOI: 10.1007/s00216-024-05472-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 07/12/2024] [Accepted: 07/24/2024] [Indexed: 08/22/2024]
Abstract
Sample preparation in an analytical sequence increases the number of errors, is highly time-consuming, and involves the manipulation of hazardous reagents. Therefore, when an improvement in an analytical method is required, the sample preparation step needs to be optimised or redesigned. Moreover, this step can involve significant toxic reagents and a high volume of waste. In that regard, this study proposes a new procedure based on microwave-assisted wet digestion combining two green strategies: a miniaturised system (with a few microlitres of volume) and the only use of hydrogen peroxide. Three biological samples (human serum, urine, and plant in vitro material) were chosen due to their high potential for disease monitoring, toxicological studies, and biotechnology applications. Several trace elements (Ca, Cd, Co, Cu, Fe, Mg, Mn, Mo, Ni, Se, and Zn) were determined by inductively coupled plasma optical emission spectroscopy and inductively coupled plasma mass spectrometry. For human serum and urine, a certified reference material was used to check for accuracy; the recovery ranged from 72% (Cd, ICP-MS) to 105% (Mg, ICP OES) for serum, while for urine, they varied from 82% (Ni, ICP-MS) to 122% (Zn, ICP-MS). For the soybean callus sample (in vitro plant material), a comparison between the proposed method and the acid digestion method was conducted to evaluate the accuracy, and the results agreed. The detection limits were 0.001-60 µg L-1 (lowest for Cd), thus demonstrating a suitable sensitivity. Moreover, the decomposition efficiency was demonstrated by determining the residual carbon, and a low amount was found in the final product digested (below 0.8% w v-1). A green metric approach was calculated for the proposed method, and according to AGREEprep software, it was found to be around 0.4. Finally, the method was applied to urine samples collected in patients with COVID-19 and soybean callus cultivated with silver nanoparticles. This sample preparation method is a new acidless and miniaturised alternative for elemental analysis involving biological samples.
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Affiliation(s)
- Ana Beatriz Santos da Silva
- Spectrometry, Sample Preparation and Mechanization Group, Institute of Chemistry, University of Campinas - Unicamp, P.O. Box 6154, Campinas, SP, 13083-970, Brazil
- National Institute of Science and Technology for Bioanalytics, Institute of Chemistry, University of Campinas - Unicamp, P.O. Box 6154, Campinas, SP, 13083-970, Brazil
- Center of Environmental Studies, São Paulo State University, Rio Claro, 13506900, Brazil
| | - Ketolly Natanne da Silva Leal
- Spectrometry, Sample Preparation and Mechanization Group, Institute of Chemistry, University of Campinas - Unicamp, P.O. Box 6154, Campinas, SP, 13083-970, Brazil
- National Institute of Science and Technology for Bioanalytics, Institute of Chemistry, University of Campinas - Unicamp, P.O. Box 6154, Campinas, SP, 13083-970, Brazil
| | - Marco Aurélio Zezzi Arruda
- Spectrometry, Sample Preparation and Mechanization Group, Institute of Chemistry, University of Campinas - Unicamp, P.O. Box 6154, Campinas, SP, 13083-970, Brazil.
- National Institute of Science and Technology for Bioanalytics, Institute of Chemistry, University of Campinas - Unicamp, P.O. Box 6154, Campinas, SP, 13083-970, Brazil.
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El Hanafi K, Gomez-Gomez B, Pedrero Z, Bustamante P, Cherel Y, Amouroux D, Madrid Y. Simple and rapid formic acid sample treatment for the isolation of HgSe nanoparticles from animal tissues. Anal Chim Acta 2023; 1250:340952. [PMID: 36898809 DOI: 10.1016/j.aca.2023.340952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 02/03/2023] [Accepted: 02/06/2023] [Indexed: 02/10/2023]
Abstract
The present work explores for the first time the potential of formic acid on the extraction of tiemannite (HgSe) nanoparticles from seabird tissues, in particular giant petrels. Mercury (Hg) is considered one of the top ten chemicals of major public health concern. However, the fate and metabolic pathways of Hg in living organisms remain unknown. Methylmercury (MeHg), largely produced by microbial activity in the aquatic ecosystems is biomagnified in the trophic web. HgSe is considered the end-product of MeHg demethylation in biota and an increasing number of studies focuses on the characterization of this solid compound to understand its biomineralization. In this study, a conventional enzymatic treatment is compared with a simpler and environmentally friendly extraction by using formic acid (5 mL of = 50 % formic acid) as exclusive reagent. The analyses by spICP-MS of the resulting extracts from a variety of seabird biological tissues (liver, kidneys, brain, muscle) reveal comparable results by both extraction approaches in terms of nanoparticles stability and extraction efficiency. Therefore, the results included in this work demonstrate the good performance of employing organic acid as simple, cost effective and green procedure to extract HgSe nanoparticles from animal tissues. Moreover, an alternative consisting of a classical enzymatic procedure but with ultrasonic assistance reducing the extraction time from 12 h to 2 min is also described for the first time. The sample processing methodologies developed, combined with spICP-MS, have emerged as powerful tools for the rapid screening and quantification of HgSe nanoparticles in animal tissues. Finally, this combination allowed us to identify the possible occurrence of Cd particles and As particles associated with HgSe NPs in seabirds.
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Affiliation(s)
- K El Hanafi
- Université de Pau et des Pays de l'Adour, E2S UPPA, CNRS, IPREM, Institut des Sciences Analytiques et de Physico-chimie pour l'Environnement et les Matériaux, Pau, France
| | - B Gomez-Gomez
- Departamento de Química Analítica, Facultad de Ciencias Químicas, Universidad Complutense de Madrid, Madrid, 28040, Spain
| | - Z Pedrero
- Université de Pau et des Pays de l'Adour, E2S UPPA, CNRS, IPREM, Institut des Sciences Analytiques et de Physico-chimie pour l'Environnement et les Matériaux, Pau, France.
| | - P Bustamante
- Littoral Environnement et Sociétés (LIENSs), UMR 7266 CNRS- La Rochelle Université, 2 Rue Olympe de Gouges, 17000, La Rochelle, France; Institut Universitaire de France (IUF), 1 Rue Descartes, 75005, Paris, France
| | - Y Cherel
- Centre d'Etudes Biologiques de Chizé, UMR 7372 CNRS-La Rochelle Université, 79360, Villiers-en-Bois, France
| | - D Amouroux
- Université de Pau et des Pays de l'Adour, E2S UPPA, CNRS, IPREM, Institut des Sciences Analytiques et de Physico-chimie pour l'Environnement et les Matériaux, Pau, France
| | - Y Madrid
- Departamento de Química Analítica, Facultad de Ciencias Químicas, Universidad Complutense de Madrid, Madrid, 28040, Spain
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Lemos MS, Dantas KGF. Evaluation of the Use of Diluted Formic Acid in Sample Preparation for Elemental Determination in Crustacean Samples by MIP OES. Biol Trace Elem Res 2022; 201:3513-3519. [PMID: 36152170 DOI: 10.1007/s12011-022-03409-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 08/31/2022] [Indexed: 11/29/2022]
Abstract
A simple procedure for determination of Al, Cr, K, Mg, Mn, and Zn using diluted organic acid in the preparation of shrimp (Macrobrachium amazonicum) and crab samples (Ucides cordatus) was proposed in this study. Determinations were performed using microwave-induced plasma optical emission spectrometer (MIP OES). The contents of elements were evaluated after solubilization of samples in 50% formic acid (v v-1) and subsequent heating in bath with stirring and heating at 90 °C. The accuracy of the proposed procedure was assessed using certified fish protein reference material (DORM-4) and the recovery percentages ranged from 91 to 117%. Microwave-assisted acid decomposition was used for a comparison of results with the procedure proposed using diluted formic acid, and the values obtained for all analytes were statistically equal at 95% confidence level. Cr levels were below the limit of detection. Potassium (7917-19,644 mg kg-1), Mg (1319-5376 mg kg-1), and Zn (43-307 mg kg-1) were the most abundant elements in the crustacean species studied can be considered good sources of these constituents for human diet. The proposed procedure using diluted formic acid was considered simple and suitable to determine Al, Cr, K, Mg, Mn, and Zn concentrations in crustaceans using MIP OES.
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Affiliation(s)
- Michelle S Lemos
- Grupo de Espectrometria Analítica Aplicada, Faculdade de Química, Instituto de Ciências Exatas E Naturais, Universidade Federal Do Pará, Belém, Pará, 66075-110, Brazil
| | - Kelly G Fernandes Dantas
- Grupo de Espectrometria Analítica Aplicada, Faculdade de Química, Instituto de Ciências Exatas E Naturais, Universidade Federal Do Pará, Belém, Pará, 66075-110, Brazil.
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Soares S, Moraes LMB, Rocha FR, Virgilio A. Sample preparation and spectrometric methods for elemental analysis of milk and dairy products – A review. J Food Compost Anal 2022. [DOI: 10.1016/j.jfca.2022.104942] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
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Moreira LS, Costa FS, Lidorio RDC, Toledo LWS, Oliveira A, Gonzalez MH, da Silva EGP, Amaral CDB. Evaluation of Trace Elements in Marine Biological Tissues by Graphite Furnace Atomic Absorption Spectrometry After Sample Treatment with Formic Acid. FOOD ANAL METHOD 2022. [DOI: 10.1007/s12161-022-02240-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Cora Jofre F, Larregui DN, Murcia VN, Pacheco P, Savio M. Infrared assisted digestion used as a simple green sample preparation method for nutrient analysis of animal feed by microwave induced plasma atomic emission spectrometry. Talanta 2021; 231:122376. [PMID: 33965040 DOI: 10.1016/j.talanta.2021.122376] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Revised: 03/24/2021] [Accepted: 03/26/2021] [Indexed: 10/21/2022]
Abstract
Based on green analytical chemistry principles it is important to evolve procedures that convert solid samples into solutions without using excessive reagent quantities, energy, temperature, and avoiding waste generation. To reach this aim, a simple infrared assisted digestion (IRAD) method for animal feed analysis was proposed. Infrared radiation (IR) with 2 mL of HNO3 and 2 mL of H2O2 were assessed, presenting low dissolved organic carbon (DOC) and residual acidity (RA) in the final digest, being fully compatible with microwave induced plasma atomic emission spectrometry (MIP OES). Calcium, Cd, Cu, Fe, K, Mg, Na, P, Sr and Zn were determined in reference materials and in animal feeds. Limits of quantification were between 2.52 and 284 mg kg-1 for Ca and P respectively. Recovery values ranged 80-120%, with relative standard deviations (RSD%) under 8%. The friendliness offered by the IRAD MIP OES method was evaluated by two green indexes. Concentrations in feedstuffs were compared with National Research Council (NRC) recommendations.
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Affiliation(s)
- Florencia Cora Jofre
- Facultad Ciencias Exactas y Naturales, Universidad Nacional de La Pampa, Av. Uruguay 151, L6300XAI, Santa Rosa, La Pampa, Argentina; Instituto de Ciencias de La Tierra y Ambientales de La Pampa (INCITAP), Mendoza 109, L6302EPA, Santa Rosa, La Pampa, Argentina.
| | - Daiana Natalí Larregui
- Facultad Ciencias Exactas y Naturales, Universidad Nacional de La Pampa, Av. Uruguay 151, L6300XAI, Santa Rosa, La Pampa, Argentina
| | - Vanina Nerea Murcia
- Instituto Nacional de Tecnología Agropecuaria (INTA), Estación Experimental Agropecuaria (EEA) Anguil, Ruta Nacional N.o 5, Km 580 (6326), La Pampa, Argentina; Producción Animal. Facultad de Agronomía. Universidad Nacional de La Pampa. Ruta Nacional N 35 Km 334, Santa Rosa, La Pampa, Argentina
| | - Pablo Pacheco
- Instituto de Química de San Luis (INQUISAL), Consejo Nacional de Investigaciones Científicas (CONICET), Universidad Nacional de San Luis (UNSL), Chacabuco y Pedernera, Ciudad de San Luis, 5700, Argentina
| | - Marianela Savio
- Facultad Ciencias Exactas y Naturales, Universidad Nacional de La Pampa, Av. Uruguay 151, L6300XAI, Santa Rosa, La Pampa, Argentina; Instituto de Ciencias de La Tierra y Ambientales de La Pampa (INCITAP), Mendoza 109, L6302EPA, Santa Rosa, La Pampa, Argentina.
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Tomasin GS, Silva WR, dos Santos Costa BE, Coelho NMM. Highly sensitive determination of Cu(II) ions in hemodialysis water by F AAS after disposable pipette extraction (DPX) using Moringa oleifera as solid phase. Microchem J 2021. [DOI: 10.1016/j.microc.2020.105749] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Ercan MSF, Ayyıldız MF, Chormey DS, Bakırdere S. Determination of copper in traditional coffee pot water samples by flame atomic absorption spectrometry and matrix matching calibration strategy after switchable solvent based liquid-phase microextraction. ENVIRONMENTAL MONITORING AND ASSESSMENT 2020; 193:5. [PMID: 33305346 DOI: 10.1007/s10661-020-08729-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Accepted: 11/03/2020] [Indexed: 06/12/2023]
Abstract
Traditional copper coffee pots are widely used in these modern times and daily consumption of coffee brewed in overused/old pots increases the risk of copper ingestion. This study employed a green switchable solvent-based liquid-phase microextraction (SS-LPME) method to isolate and preconcentrate copper from water boiled in coffee pots. Copper was determined by a flame atomic absorption spectrometry (FAAS) system coupled with a slotted quartz tube (SQT). 1,5-Diphenylcarbazone was added to aqueous samples to form a complex with copper before the extraction step. Box-Behnken experimental design was applied to select optimum conditions of the extraction method that were used to validate the analytical method. The limits of quantification and detection of the optimized SS-LPME-SQT-FAAS method were determined as 9.1 and 2.7 μg/L, respectively. Water samples boiled in traditional coffee pots were spiked at different concentrations and analyzed to ascertain the method's accuracy and applicability to real samples. Satisfactory recovery results obtained in the range of 92-107% established good accuracy, and percent relative standard deviations lower than 8.0% also proved high precision.
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Affiliation(s)
| | | | | | - Sezgin Bakırdere
- Chemistry Department, Yıldız Technical University, 34210, İstanbul, Turkey.
- Turkish Academy of Sciences (TÜBA), Piyade Street No: 27, 06690, Çankaya, Ankara, Turkey.
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Abstract
The present study represents the determination of Ti and Cr in dry animal feeds using wet acid digestion and inductively coupled plasma–atomic emission spectrometry (ICP-AES), in order to use these metals as digestibility markers. A radiofrequency power of 1350 W and a nebulizer argon flow of 0.8 L/min was selected. The limits of detection were between 11.4 and 16.1 μg/g for titanium and between 10.7 and 38.2 μg/g for chromium. The recovery values for the aqueous solutions were 89.5–103.9% (titanium) and 85.3–104.2% (chromium), with relative standard deviations (RSD%) under 2.1% and standard errors under 2.32%, demonstrating that the method offered good accuracy and repeatability. Six different samples of commercially available feedstuffs (two cat foods, two dog foods, and two poultry foods) were analyzed and the levels of investigated metals were found to be in the ranges of 0.10 g/kg and <LOD for chromium and titanium, respectively (dog foods); 0.10–0.18 g/kg, 0.70 g/kg for chromium and titanium, respectively (cat foods); and 0.07 g/kg, 0.82–1.35 g/kg for chromium and titanium, respectively (poultry foods).
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Xia L, Yang J, Su R, Zhou W, Zhang Y, Zhong Y, Huang S, Chen Y, Li G. Recent Progress in Fast Sample Preparation Techniques. Anal Chem 2019; 92:34-48. [DOI: 10.1021/acs.analchem.9b04735] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Ling Xia
- School of Chemistry, Sun Yat-sen University, Guangzhou 510275, China
| | - Jiani Yang
- School of Chemistry, Sun Yat-sen University, Guangzhou 510275, China
| | - Rihui Su
- School of Chemistry, Sun Yat-sen University, Guangzhou 510275, China
| | - Wanjun Zhou
- School of Chemistry, Sun Yat-sen University, Guangzhou 510275, China
| | - Yanshu Zhang
- School of Chemistry, Sun Yat-sen University, Guangzhou 510275, China
| | - Yanhui Zhong
- School of Chemistry, Sun Yat-sen University, Guangzhou 510275, China
| | - Simin Huang
- School of Chemistry, Sun Yat-sen University, Guangzhou 510275, China
| | - Yanlong Chen
- School of Chemistry, Sun Yat-sen University, Guangzhou 510275, China
| | - Gongke Li
- School of Chemistry, Sun Yat-sen University, Guangzhou 510275, China
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Highly sensitive procedure for determination of Cu(II) by GF AAS using single-drop microextraction. Microchem J 2019. [DOI: 10.1016/j.microc.2019.04.014] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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14
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Development of a simple and rapid microwave-assisted extraction method using very dilute solutions of perchloric acid and hydrogen peroxide for the multi-elemental analysis of food materials by ICP-OES: A green analytical method. Microchem J 2019. [DOI: 10.1016/j.microc.2019.02.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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