1
|
Pypin AA, Shik AV, Stepanova IA, Doroshenko IA, Podrugina TA, Beklemishev MK. A Reaction-Based Optical Fingerprinting Strategy for the Recognition of Fat-Soluble Samples: Discrimination of Motor Oils. SENSORS (BASEL, SWITZERLAND) 2023; 23:7682. [PMID: 37765739 PMCID: PMC10535383 DOI: 10.3390/s23187682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 09/01/2023] [Accepted: 09/04/2023] [Indexed: 09/29/2023]
Abstract
Optical "fingerprints" are widely used for chemometrics-assisted recognition of samples of different types. An emerging trend in this area is the transition from obtaining "static" spectral data to reactions analyzed over time. Indicator reactions are usually carried out in aqueous solutions; in this study, we developed reactions that proceed in an organic solvent, thereby making it possible to recognize fat-soluble samples. In this capacity, we used 5W40, 10W40, and 5W30 motor oils from four manufacturers, with six samples in total. The procedure involved mixing a dye, sample, and reagents (HNO3, HCl, or tert-butyl hydroperoxide) in an ethanolic solution in a 96-well plate and measuring absorbance or near-infrared fluorescence intensity every several minutes for 20-55 min. The obtained photographic images were processed by linear discriminant analysis (LDA) and the k-nearest neighbors algorithm (kNN). Discrimination accuracy was evaluated by a validation procedure. A reaction of oxidation of a dye by nitric acid allowed us to recognize all six samples with 100% accuracy for LDA. Merging of data from the four reactions that did not provide complete discrimination ensured an accuracy of 93% for kNN. The newly developed indicator systems have good prospects for the discrimination of other fat-soluble samples. Overall, the results confirm the viability of the kinetics-based discrimination strategy.
Collapse
Affiliation(s)
| | | | | | | | | | - Mikhail K. Beklemishev
- Department of Chemistry, M.V. Lomonosov Moscow State University, GSP-1, Leninskie Gory 1–3, Moscow 119991, Russia; (A.A.P.); (A.V.S.); (I.A.S.); (I.A.D.); (T.A.P.)
| |
Collapse
|
2
|
Shik AV, Skorobogatov EV, Bliznyuk UA, Chernyaev AP, Avdyukhina VM, Yu Borschegovskaya P, Zolotov SA, Baytler MO, Doroshenko IA, Podrugina TA, Beklemishev MK. Estimation of doses absorbed by potato tubers under electron beam or X-ray irradiation using an optical fingerprinting strategy. Food Chem 2023; 414:135668. [PMID: 36841105 DOI: 10.1016/j.foodchem.2023.135668] [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: 09/17/2022] [Revised: 01/04/2023] [Accepted: 02/08/2023] [Indexed: 02/15/2023]
Abstract
High-energy electron beam and X-ray processing of foods can be used for extending their storage life and for combating pests and pathogens. Several instrumental techniques are used to estimate irradiation doses in foods, but these methods are complex and laborious, require expensive equipment, and do not always allow to determine low doses. This study was aimed at developing simple methods for detecting irradiation in potato tubers and for dose estimation. We used a "fingerprinting" strategy that does not involve quantitation of any compound; instead, the rate of indicator reactions involving carbocyanine dyes is measured. The dye content was monitored by its near-infrared fluorescence intensity and visible-light absorption. Potatoes not subjected to treatment and those irradiated with different doses (10, 100, 1000, 5000, or 10,000 Gray) could be distinguished by linear discriminant analysis. Thus, the order of magnitude of the absorbed dose can be estimated with 89% ± 3% accuracy for a mixture of tubers of two potato varieties irradiated with an electron beam or with 95% ± 8% accuracy for one variety irradiated with an X-ray source.
Collapse
Affiliation(s)
- Anna V Shik
- Department of Chemistry, M.V. Lomonosov Moscow State University, Moscow 119991 GSP-1, Russia.
| | - Evgenii V Skorobogatov
- Department of Chemistry, M.V. Lomonosov Moscow State University, Moscow 119991 GSP-1, Russia
| | - Ulyana A Bliznyuk
- Physics Department, M.V. Lomonosov Moscow State University, Moscow 119991 GSP-1, Russia; Skobeltsyn Institute of Nuclear Physics, M.V. Lomonosov Moscow State University, Moscow 119991 GSP-1, Russia.
| | - Alexander P Chernyaev
- Physics Department, M.V. Lomonosov Moscow State University, Moscow 119991 GSP-1, Russia; Skobeltsyn Institute of Nuclear Physics, M.V. Lomonosov Moscow State University, Moscow 119991 GSP-1, Russia.
| | | | - Polina Yu Borschegovskaya
- Physics Department, M.V. Lomonosov Moscow State University, Moscow 119991 GSP-1, Russia; Skobeltsyn Institute of Nuclear Physics, M.V. Lomonosov Moscow State University, Moscow 119991 GSP-1, Russia.
| | - Sergey A Zolotov
- Physics Department, M.V. Lomonosov Moscow State University, Moscow 119991 GSP-1, Russia; Skobeltsyn Institute of Nuclear Physics, M.V. Lomonosov Moscow State University, Moscow 119991 GSP-1, Russia
| | - Maksim O Baytler
- Department of Chemistry, M.V. Lomonosov Moscow State University, Moscow 119991 GSP-1, Russia
| | - Irina A Doroshenko
- Department of Chemistry, M.V. Lomonosov Moscow State University, Moscow 119991 GSP-1, Russia
| | - Tatyana A Podrugina
- Department of Chemistry, M.V. Lomonosov Moscow State University, Moscow 119991 GSP-1, Russia.
| | - Mikhail K Beklemishev
- Department of Chemistry, M.V. Lomonosov Moscow State University, Moscow 119991 GSP-1, Russia.
| |
Collapse
|
3
|
Copper (II)-Catalyzed Oxidation of Ascorbic Acid: Ionic Strength Effect and Analytical Use in Aqueous Solution. INORGANICS 2022. [DOI: 10.3390/inorganics10070102] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
Copper is an important metal both in living organisms and in the industrial activity of humans, it is also a distributed water pollutant and a toxic agent capable of inducing acute and chronic health disorders. There are several fluorescent chemosensors for copper (II) determination in solutions; however, they are often difficult to synthesize and solvent-sensitive, requiring a non-aqueous medium. The present paper improves the known analytical technique for copper (II) ions, where the linear dependence between the ascorbic acid oxidation rate constant and copper (II) concentration is used. The limits of detection and quantification of the copper (II) analysis kinetic method are determined to be 82 nM and 275 nM, respectively. In addition, the selectivity of the chosen indicator reaction is shown: Cu2+ cations can be quantified in the presence of the 5–20 fold excess of Co2+, Ni2+, and Zn2+ ions. The La3+, Ce3+, and UO22+ ions also do not catalyze the ascorbic acid oxidation reaction. The effect of the concentration of the common background electrolytes is studied, the anomalous influence for chloride-containing salts is observed and discussed.
Collapse
|
4
|
Soto C, Poza C, Contreras D, Yáñez J, Nacaratte F, Toral MI. A New Kinetic Spectrophotometric Method for the Quantitation of Amorolfine. JOURNAL OF ANALYTICAL METHODS IN CHEMISTRY 2017; 2017:9812894. [PMID: 28348920 PMCID: PMC5350320 DOI: 10.1155/2017/9812894] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/10/2016] [Revised: 12/21/2016] [Accepted: 01/15/2017] [Indexed: 06/06/2023]
Abstract
Amorolfine (AOF) is a compound with fungicide activity based on the dual inhibition of growth of the fungal cell membrane, the biosynthesis and accumulation of sterols, and the reduction of ergosterol. In this work a sensitive kinetic and spectrophotometric method for the AOF quantitation based on the AOF oxidation by means of KMnO4 at 30 min (fixed time), pH alkaline, and ionic strength controlled was developed. Measurements of changes in absorbance at 610 nm were used as criterion of the oxidation progress. In order to maximize the sensitivity, different experimental reaction parameters were carefully studied via factorial screening and optimized by multivariate method. The linearity, intraday, and interday assay precision and accuracy were determined. The absorbance-concentration plot corresponding to tap water spiked samples was rectilinear, over the range of 7.56 × 10-6-3.22 × 10-5 mol L-1, with detection and quantitation limits of 2.49 × 10-6 mol L-1 and 7.56 × 10-6 mol L-1, respectively. The proposed method was successfully validated for the application of the determination of the drug in the spiked tap water samples and the percentage recoveries were 94.0-105.0%. The method is simple and does not require expensive instruments or complicated extraction steps of the reaction product.
Collapse
Affiliation(s)
- César Soto
- Departamento de Química Analítica e Inorgánica, Facultad de Ciencias Químicas, Universidad de Concepción, Concepción, Chile
| | - Cristian Poza
- Departamento de Química Analítica e Inorgánica, Facultad de Ciencias Químicas, Universidad de Concepción, Concepción, Chile
| | - David Contreras
- Departamento de Química Analítica e Inorgánica, Facultad de Ciencias Químicas, Universidad de Concepción, Concepción, Chile
| | - Jorge Yáñez
- Departamento de Química Analítica e Inorgánica, Facultad de Ciencias Químicas, Universidad de Concepción, Concepción, Chile
| | - Fallon Nacaratte
- Laboratorio de Química Analítica, Facultad de Ciencias, Universidad de Chile, Santiago, Chile
| | - M. Inés Toral
- Laboratorio de Química Analítica, Facultad de Ciencias, Universidad de Chile, Santiago, Chile
| |
Collapse
|
5
|
Mukherjee K, Saha B. Best Combination of Promoter and Micellar Catalyst for Room Temperature Rapid Conversion of D-Lyxose to D-Lyxonic Acid in Aqueous Medium. TENSIDE SURFACT DET 2015. [DOI: 10.3139/113.110379] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
AbstractThe kinetic study of catalytic oxidation of D-lyxose by hexavalent chromium has been investigated spectrophotometrically under pseudo first order condition at temperature 313 K. The rate of oxidation of D-lyxose is very slow. Picolinic acid (PA), 2,2′-bipyridine (bpy), 1,10-phenanthroline (phen) are used as promoter to accelerate the rate of the reaction. Phen acts as the most effective promoter in aqueous medium. The rate of the reaction is also increased in presence of nonionic surfactant Triton-X-100 (TX-100) and anionic surfactant sodium dodecyl sulphate (SDS). They are used as catalyst in this reaction. Thus the observed micellar effects have been explained by considering the hydrophobic and electrostatic interactions between the reactants and surfactants in terms of the proposed mechanism. However, the combination of promoter and surfactants produces a better result. The maximum rate enhancement is obtained in presence of the combination of phen and TX-100.
Collapse
|
6
|
Afreh I, Wujcik EK, Blasdel N, Sauer B, Kaya S, Duirk S, Monty CN. Detection of halogenated organics by their inhibitory action in a catalytic reaction between dimethyl acetylenedicarboxylate and 2-methyl-4-nitroaniline. JOURNAL OF ANALYTICAL CHEMISTRY 2015. [DOI: 10.1134/s1061934815070059] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
|
7
|
Farhadi K, Bahar S. Kinetic-Spectrophotometric Determination of Metronidazole Benzoate in Surfactant Medium. J CHIN CHEM SOC-TAIP 2013. [DOI: 10.1002/jccs.200700214] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
|
8
|
Abdel-Hay MH, Hassan EM, Gazy AA, Belal TS. Kinetic Spectrophotometric Analysis and Spectrofluorimetric Analysis of Ciprofloxacin Hydrochloride and Norfloxacin in Pharmaceutical Preparations Using 4-Chloro-7-Nitrobenzo-2-Oxa-1,3-Diazole (NBD-Cl). J CHIN CHEM SOC-TAIP 2013. [DOI: 10.1002/jccs.200800122] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
|
9
|
Karimi MA, Ardakani MM, Moradlou O, Behjatmanesh-Ardakani R, Banifatemeh F. Simultaneous Kinetic-Spectrophotometric Determination of Hydrazine and its Derivatives by Partial Least Squares and Principle Component Regression Methods. J CHIN CHEM SOC-TAIP 2013. [DOI: 10.1002/jccs.200700004] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
|
10
|
Zhou S, Wei D, Shi H, Feng X, Xue K, Zhang F, Song W. Sodium dodecyl benzene sulfonate functionalized graphene for confined electrochemical growth of metal/oxide nanocomposites for sensing application. Talanta 2013; 107:349-55. [DOI: 10.1016/j.talanta.2013.01.041] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2012] [Revised: 01/11/2013] [Accepted: 01/17/2013] [Indexed: 12/01/2022]
|
11
|
Mahmoud AM, Abdel-Wadood HM, Mohamed NA. Kinetic spectrophotometric method for determination of amlodipine besylate in its pharmaceutical tablets. J Pharm Anal 2012; 2:334-341. [PMID: 29403763 PMCID: PMC5760782 DOI: 10.1016/j.jpha.2012.03.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2011] [Accepted: 03/07/2012] [Indexed: 11/28/2022] Open
Abstract
A simple and sensitive kinetic spectrophotometric method has been developed and validated for determination of amlodipine besylate (AML). The method was based on the condensation reaction of AML with 7-chloro-4-nitro-2,1,3-benzoxadiazole in an alkaline buffer (pH 8.6) producing a highly colored product. The color development was monitored spectrophometrically at the maximum absorption λmax 470 nm. The factors affecting the reaction were studied and the conditions were optimized. The stoichiometry of the reaction was determined, and the reaction pathway was postulated. Moreover, both the activation energy and the specific rate constant (at 70 °C) of the reaction were found to be 6.74 kcal mole-1 and 3.58 s-1, respectively. The initial rate and fixed time methods were utilized for constructing the calibration graphs for the determination of AML concentration. Under the optimum reaction conditions, the limits of detection and quantification were 0.35 and 1.05 μg/mL, respectively. The precision of the method was satisfactory; the relative standard deviations were 0.85-1.76%. The proposed method was successfully applied to the analysis of AML in its pure form and tablets with good accuracy; the recovery percentages ranged from 99.55±1.69% to 100.65±1.48%. The results were compared with that of the reported method.
Collapse
Affiliation(s)
| | | | - Niveen A. Mohamed
- Department of Pharmaceutical Analytical Chemistry, Faculty of Pharmacy, Assiut University, Assiut 71526, Egypt
| |
Collapse
|
12
|
Jonnalagadda SB, Pare B. Recent Trends in Kinetics in Analytical Chemistry and Kinetic Method for Determination of Ruthenium (III) Using Aniline Blue-Acidic Chlorite Reaction. ANAL LETT 2011. [DOI: 10.1080/00032719.2010.539726] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
|
13
|
Ni Y, Chen J, Kokot S. Investigation of the pharmacokinetics and determination of certain cephalosporins in rabbit plasma by a kinetic spectrophotometric method with the aid of chemometrics. Sci China Chem 2011. [DOI: 10.1007/s11426-010-4125-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
|
14
|
Analytical application of food dye Sunset Yellow for the rapid kinetic determination of traces of copper(II) by spectrophotometry. Food Chem 2009. [DOI: 10.1016/j.foodchem.2009.04.042] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
|
15
|
Senuta VV, Bendrysheva SN, Proskurnin MA. Differential kinetic thermal lens determination of aniline and 4-nitroaniline. JOURNAL OF ANALYTICAL CHEMISTRY 2009. [DOI: 10.1134/s1061934809110136] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
|
16
|
Saleh GA, El-Shaboury SR, Mohamed FA, Rageh AH. Kinetic spectrophotometric determination of certain cephalosporins using oxidized quercetin reagent. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2009; 73:946-954. [PMID: 19482508 DOI: 10.1016/j.saa.2009.05.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2008] [Revised: 04/30/2009] [Accepted: 05/02/2009] [Indexed: 05/27/2023]
Abstract
A simple, precise and accurate kinetic spectrophotometric method for determination of cefoperazone sodium, cefazolin sodium and ceftriaxone sodium in bulk and in pharmaceutical formulations has been developed. The method is based upon a kinetic investigation of the reaction of the drug with oxidized quercetin reagent at room temperature for a fixed time of 30 min. The decrease in absorbance after the addition of the drug was measured at 510 nm. The absorbance concentration plot was rectilinear over the range 80-400 microg mL(-1) for all studied drugs. The concentration of the studied drugs was calculated using the corresponding calibration equation for the fixed time method. The determination of the studied drugs by initial rate, variable time and rate-constant methods was feasible with the calibration equations obtained but the fixed time method has been found to be more applicable. The analytical performance of the method, in terms of accuracy and precision, was statistically validated; the results were satisfactory. The method has been successfully applied to the determination of the studied drugs in commercial pharmaceutical formulations. Statistical comparison of the results with a well established reported method showed excellent agreement and proved that there is no significant difference in the accuracy and precision.
Collapse
Affiliation(s)
- Gamal A Saleh
- Department of Pharmaceutical Analytical Chemistry, Faculty of Pharmacy, Assiut University, 71526 Assiut, Egypt
| | | | | | | |
Collapse
|
17
|
Omar MA, Abdelmageed OH, Attia TZ. Kinetic spectrophotometric determination of certain cephalosporins in pharmaceutical formulations. Int J Anal Chem 2009; 2009:596379. [PMID: 20140078 PMCID: PMC2814136 DOI: 10.1155/2009/596379] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2008] [Accepted: 03/16/2009] [Indexed: 11/17/2022] Open
Abstract
A simple, reliable, and sensitive kinetic spectrophotometric method was developed for determination of eight cephalosporin antibiotics, namely, Cefotaxime sodium, Cephapirin sodium, Cephradine dihydrate, Cephalexin monohydrate, Ceftazidime pentahydrate, Cefazoline sodium, Ceftriaxone sodium, and Cefuroxime sodium. The method depends on oxidation of each of studied drugs with alkaline potassium permanganate. The reaction is followed spectrophotometrically by measuring the rate of change of absorbance at 610 nm. The initial rate and fixed time (at 3 minutes) methods are utilized for construction of calibration graphs to determine the concentration of the studied drugs. The calibration graphs are linear in the concentration ranges 5-15 mug mL(-1) and 5-25 mug mL(-1) using the initial rate and fixed time methods, respectively. The results are validated statistically and checked through recovery studies. The method has been successfully applied for the determination of the studied cephalosporins in commercial dosage forms. Statistical comparisons of the results with the reference methods show the excellent agreement and indicate no significant difference in accuracy and precision.
Collapse
Affiliation(s)
- Mahmoud A. Omar
- Analytical Chemistry Department, Faculty of Pharmacy, Minia University, 61519 Minia, Egypt
| | - Osama H. Abdelmageed
- Analytical Chemistry Department, Faculty of Pharmacy, Minia University, 61519 Minia, Egypt
| | - Tamer Z. Attia
- Analytical Chemistry Department, Faculty of Pharmacy, Minia University, 61519 Minia, Egypt
| |
Collapse
|
18
|
Catalytic kinetic methods for photometric or fluorometric determination of heavy metal ions. Mikrochim Acta 2008. [DOI: 10.1007/s00604-008-0048-8] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
19
|
STOYANOVA AM. Spectrophotometric Determination of Trace Iron by Using Its Catalytic Effect on the N-Phenylanthranilic Acid-Potassium Periodate Reaction. ANAL SCI 2008; 24:595-9. [DOI: 10.2116/analsci.24.595] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Affiliation(s)
- Angelina M. STOYANOVA
- Department of Chemistry and Biochemistry & Physics and Biophysics, Medical University-Pleven
| |
Collapse
|
20
|
Naik RM, Singh PK, Rastogi R, Singh R, Agarwal A. Kinetic-Catalytic and Spectrophotometric Determination of Hg(II) Using its Catalytic Effect on Ligand Substitution Reaction between Hexacyanoferrate(II) and Pyrazine. ACTA ACUST UNITED AC 2007. [DOI: 10.1002/adic.200790103] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
|
21
|
Prior JAV, Santos JLM, Lima JLFC. Exploiting kinetic spectrophotometric determination of captopril, an angiotensin-converting enzyme inhibitor, in a multi-pumping flow system. Anal Chim Acta 2007; 600:183-7. [PMID: 17903482 DOI: 10.1016/j.aca.2007.01.080] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2006] [Revised: 01/18/2007] [Accepted: 01/23/2007] [Indexed: 10/23/2022]
Abstract
The implementation of a differential kinetic spectrophotometric method for the determination of angiotensin-converting-enzyme inhibitors in pharmaceutical formulations is described. The determination method was based on the monitoring (350 nm) of the reaction between captopril and iodate, in the presence of iodide, versus time and was fully automated by exploiting the multi-pumping flow concept. The developed multi-pumping flow system included four discretely actuated solenoid micro-pumps as unique flow manifold active components. The automatic control of the solenoid micro-pumps, under time-based and pulse-counting routines, allowed the implementation of a reliable and versatile analytical determination, with the additional advantage of permitting a runtime access to important analytical parameters, such as flow rate, sample insertion and reagent addition synchronisation, facilitating this way the establishment of an approach for kinetic measurements, directly due to the efficient solution handling and accurate timing control. A linear range of determination was verified for captopril concentrations between 10.0 and 60.0 microgmL(-1) with a sample throughput of about 100 determinations per hour. The results were in agreement with those obtained by the reference procedure with relative deviations between 1.81 and 4.48%.
Collapse
Affiliation(s)
- João A V Prior
- REQUIMTE, Serviço de Química-Física, Faculdade de Farmácia, Universidade do Porto, Rua Aníbal Cunha 164, 4099-030 Porto, Portugal
| | | | | |
Collapse
|
22
|
Liu J, Itoh JI. Kinetic method for determination of ascorbic acid on flow injection system by using its catalytic effect on the complexation reaction of an ultra sensitive colorimetric reagent of porphyrin with Cu(II). SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2007; 67:455-9. [PMID: 17254839 DOI: 10.1016/j.saa.2006.08.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2006] [Accepted: 08/01/2006] [Indexed: 05/13/2023]
Abstract
A kinetic method performed on a flow injection system is described for the determination of ascorbic acid by using its catalytic effect on the complexation reaction of Cu(II) with 5,10,15,20-tetrakis(4-N-trimethyl-aminophenyl)porphyrin. The characteristic spectrum of porphyrin (Soret band), which shows intense absorption around 400 nm (epsilon>2.0 x 10(5) cm(-1)M(-1)), was used first time for determining ascorbic acid. By incorporating the complexation reaction into a flow injection system, ascorbic acid could be determined either over a broad dynamic range of 0.1-1000 microg/ml or at a trace level below 5 ng/ml. Good repeatability was also achieved by testing a working standard of 0.1 microg/ml with 10 injections at a throughput of 35 h(-1), obtaining a relative standard deviation of 0.11%. Substances like amino acids, vitamins, sugars, organic acids and metal ions, showed no or little interference even present at high concentrations. The method was validated in the determination of ascorbic acid contents of some commercially available soft drinks by comparison with the official 2,6-dichloroindophenol method with reasonable agreement.
Collapse
Affiliation(s)
- Jianhua Liu
- Department of Applied and Environmental Chemistry, Kitami Institute of Technology, 165 Koen chyo, Kitami 090-8507, Japan
| | | |
Collapse
|
23
|
Wang H, Chen J, Zhu L, Shadpour H, Hupert ML, Soper SA. Continuous flow thermal cycler microchip for DNA cycle sequencing. Anal Chem 2007; 78:6223-31. [PMID: 16944905 DOI: 10.1021/ac060568b] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
We report here on the use of a polymer-based continuous flow thermal cycler (CFTC) microchip for Sanger cycle sequencing using dye terminator chemistry. The CFTC chip consisted of a 20-loop spiral microfluidic channel hot-embossed into polycarbonate (PC) that had three well-defined temperature zones poised at 95, 55, and 60 degrees C for denaturation, renaturation, and DNA extension, respectively. The sequencing cocktail was hydrodynamically pumped through the microreactor channel at different linear velocities ranging from 1 to 12 mm/s. At a linear velocity of 4 mm/s resulting in a 36-s extension time, a read length of >600 bp could be obtained in a total reaction time of 14.6 min. Further increases in the flow rate resulted in a reduction in the total reaction time but also produced a decrease in the sequencing read length. The CFTC chip could be reused for subsequent sequencing runs (>30) with negligible amounts of carryover contamination or degradation in the sequencing read length. The CFTC microchip was subsequently coupled to a solid-phase reversible immobilization (SPRI) microchip made from PC for purification of the DNA sequencing ladders (i.e., removal of excess dye-labeled dideoxynucleotides, DNA template, and salts) prior to gel electrophoresis. Coupling of the CFTC chip to the SPRI microchip showed read lengths similar to that obtained from benchtop instruments but did not require manual manipulation of the cycle sequencing reactions following amplification.
Collapse
Affiliation(s)
- Hong Wang
- Department of Chemistry, Center for Bio-Modular Multi-Scale Systems, Louisiana State University, Baton Rouge, LA 70803, USA
| | | | | | | | | | | |
Collapse
|
24
|
Prasad S. Kinetic determination of organosulphur ligands by inhibition: Trace determination of cysteine and maleonitriledithiolate (MNDT). Microchem J 2007. [DOI: 10.1016/j.microc.2006.05.011] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
|
25
|
Altun O, Akbaş H, Dölen E. Kinetic spectrophotometric method for o-phenylenediamine in the presence of gold(III). SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2007; 66:499-502. [PMID: 16859972 DOI: 10.1016/j.saa.2006.02.065] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2005] [Accepted: 02/23/2006] [Indexed: 05/11/2023]
Abstract
From the color developing reactions of o-phenylenediamine oxidizing agent and gold(III), the kinetic reactions between both of them in aquaeous solutions were studied using spectrophotometric and differential method. Light absorbances in the visible spectral range are measured as a function of mole fractions of phenylenediamine at a fixed gold(III) concentration and as a function of mole fraction of gold(III) at a fixed o-phenylenediamine concentration at periodic time internal. In the differential method, which was suggested by van't Hoff, one deals with the actual rates of reactions as determined by measuring the slopes of absorbance-time curves. Optimum condition of the reaction were established as pH 6 at lambda=466 nm and room temperature. When the oxidation of o-phenylenediamine by gold(III) was investigated, it was observed that the following rate formula and rate constant were found: v=k[Au+3]1/2[o-phenylenediamine]1/2, k=2.33x10(-2) s-1.
Collapse
Affiliation(s)
- Ozlen Altun
- Department of Chemistry, Faculty of Sciences and Letters, Trakya University, Edirne, Turkey
| | | | | |
Collapse
|
26
|
Rezaei B. Spectrophotometric determination of manganese(VII) using benzyltriphenylphosphoniumchloride as a new reagent and application of artificial neural network to extending the dynamic range of determination. JOURNAL OF ANALYTICAL CHEMISTRY 2006. [DOI: 10.1134/s1061934806110050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
|
27
|
Bingöl H, Akgemci EG, Atalay T. Kinetic study of copper(II) complexation with 9-ethyl-3-carbazolecarboxaldehyde-thiosemicarbazone and kinetic-spectrophotometric determination of copper(II). JOURNAL OF ANALYTICAL CHEMISTRY 2006. [DOI: 10.1134/s1061934806100121] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
|
28
|
Darwish IA. Kinetic spectrophotometric methods for determination of trimetazidine dihydrochloride. Anal Chim Acta 2005. [DOI: 10.1016/j.aca.2005.07.027] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
|
29
|
Kinetic Determination of Mercury(II) at Trace Level from Its Catalytic Effect on a Ligand Substitution Process. JOURNAL OF ANALYTICAL CHEMISTRY 2005. [DOI: 10.1007/s10809-005-0142-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
|
30
|
Barreto WJ, Barreto SRG, Ruiz LD, Ishikawa DN, Scarmínio IS. Simultaneous spectrophotometric determination of Hg2+, Pb2+, and Cu2+ by Zn(dmit) using the multivariate calibration method. ANAL SCI 2005; 21:549-52. [PMID: 15913146 DOI: 10.2116/analsci.21.549] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
This work investigates the applicability of the anionic complex [NBu4]2[Zn(1,3-dithiol-2-tione-4,5-dithiolate)2] on the simultaneous spectrophotometric determination of transition metals. Principal Component Regression was used in the data analysis. This method was used to determine Hg2+, Cu2+ and Pb2+ in water solution, at t = 0, 20 and 60 min of reaction. The root mean square errors (rms) for Hg2+, Cu2+, Pb2+ were 1.92 x 10(-7), 1.89 x 10(-7) and 9.35 x 10(-8) for t = 0 min, 1.79 x 10(-7), 2.1 x 10(-7) and 2.22 x 10(-7) for t = 20 min and 1.22 x 10(-7), 1.31 x 10(-7) and 1.10 x 10(-7) for t = 60 min, respectively. Results showed the viability of the method in determining concentrations of metallic ions in aqueous medium with high spectral overlap. It is an efficient alternative method for exploring the kinetic behavior of multicomponents systems of interest in physicochemical research.
Collapse
Affiliation(s)
- Wagner J Barreto
- Laboratorio de Físico-química Ambiental, Departamento de Química, Universidade Estadual de Londrina, Caixa Postal 6001, CEP 86051-990, Londrina, PR, Brazil.
| | | | | | | | | |
Collapse
|
31
|
Crouch SR. Kinetic aspects of analytical chemistry: progress and emerging trends. Anal Bioanal Chem 2005; 381:1323-7. [PMID: 15776264 DOI: 10.1007/s00216-004-3048-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
32
|
Mutaftchiev KL. Manganese (II)–1,10‐Phenanthroline–Azo Dye–Potassium Periodate System for Kinetic Spectrophotometric Determination of Nanogram Levels of Manganese. ANAL LETT 2004. [DOI: 10.1081/al-200032113] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
|
33
|
Zhou L, Chen X, Shao Z, Zhou P, Knight DP, Vollrath F. Copper in the silk formation process ofBombyx morisilkworm. FEBS Lett 2003; 554:337-41. [PMID: 14623090 DOI: 10.1016/s0014-5793(03)01184-0] [Citation(s) in RCA: 54] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Evidence is presented here that cupric ions play a part in the natural spinning of Bombyx mori silk. Proton induced X-ray emission studies revealed that the copper content increased from the posterior part to the anterior part of silk gland, and then further increased in the silk fiber. Spectrophotometric analysis demonstrated that cupric ions formed coordination complexes with silk fibroin chains while Raman spectroscopy indicated that they induced a conformation transition from random coil/helix to beta-sheet. Taken together these findings indicate that copper could play a role in the natural spinning process in silkworms.
Collapse
Affiliation(s)
- Li Zhou
- Department of Macromolecular Science, The Key Laboratory of Molecular Engineering of Polymers, Fudan University, Shanghai 200433, PR China
| | | | | | | | | | | |
Collapse
|
34
|
Valero E, Carrión P, Varón R, García-Carmona F. Quantification of acetaminophen by oxidation with tyrosinase in the presence of Besthorn's hydrazone. Anal Biochem 2003; 318:187-95. [PMID: 12814621 DOI: 10.1016/s0003-2697(03)00213-6] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
A method for the quantitative determination of acetaminophen by measuring the kinetics of its oxidation by the enzyme tyrosinase in the presence of the nucleophilic agent 3-methyl-2-benzothiazolone hydrazone (Besthorn's hydrazone) is described. The hydrazone traps the o-quinone product of the catalytic activity, 4-acetamido-o-benzoquinone, thus increasing the level of the catecholic intermediate, 3'-hydroxyacetaminophen, in the pathway, as was shown by liquid chromatography. This reduces the time necessary for the steady state to be reached and increases the steady state oxidation rate, reaching activations of 124 times at an initial concentration of 3mM hydrazone. Despite being rapid and simple the method is thorough and provides a linear range of quantification of the drug from 10 nmol/ml to 1.4 micromol/ml. The assay can be performed in continuous or discontinuous form, meaning that it can be used with the immobilized enzyme for the design of specific biosensors.
Collapse
Affiliation(s)
- Edelmira Valero
- Grupo de Modelización en Bioquímica, Departamento de Química-Física, Escuela Politécnica Superior, Universidad de Castilla-La Mancha, Campus Universitario, E-02071 Albacete, Spain.
| | | | | | | |
Collapse
|
35
|
Zhou X, Medhekar R, Toney MD. A Continuous-Flow System for High-Precision Kinetics Using Small Volumes. Anal Chem 2003; 75:3681-7. [PMID: 14572030 DOI: 10.1021/ac034068j] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
A generally applicable continuous-flow kinetic analysis system that gives data of a precision high enough to measure small kinetic isotope effects for enzymatic and nonenzymatic reactions is described. It employs commercially available components that are readily assembled into an apparatus that is easy to use. It operates under laminar flow conditions, which requires that the time between the initiation of the reaction in the mixer and the observation be long enough that molecular diffusion can effect a symmetrization of the concentration profile that results from a thin plug of reagents introduced at the mixer. The analysis of a second-order irreversible reaction under pseudo-first-order conditions is presented. The Yersinia pestis protein tyrosine phosphatase catalyzed hydrolysis of p-nitrophenyl phosphate is characterized with the system, and a proton inventory on kcat is presented.
Collapse
Affiliation(s)
- Xianzhi Zhou
- Department of Chemistry, University of California--Davis, One Shields Avenue, Davis, California 95616, USA
| | | | | |
Collapse
|
36
|
Hassan EM, Belal F. Kinetic spectrophotometric determination of nizatidine and ranitidine in pharmaceutical preparations. J Pharm Biomed Anal 2002; 27:31-8. [PMID: 11682208 DOI: 10.1016/s0731-7085(01)00473-3] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
A new simple and sensitive kinetic spectrophotometric method is described for analysis of nizatidine (I) and ranitidine (II). The method involves the reaction of the drugs with alkaline potassium permanganate, whereby a green color peaking at 610 nm is produced. The reaction is monitored spectrophotometrically by measuring the rate of change of absorbance of the resulting manganate species at 610 nm. Calibration graphs are linear over the concentration range 0.8-4.0 microg/ml and the precision (% RSD 1.80, 1.53 for I and II, respectively) is quite acceptable. The method is satisfactorily applied for direct analysis of pharmaceutical preparations containing I and II. A proposal of the reaction pathway is postulated.
Collapse
Affiliation(s)
- E M Hassan
- Department of Pharmaceutical Chemistry, College of Pharmacy, King Saud University, P.O. Box 2457, -11451, Riyadh, Saudi Arabia
| | | |
Collapse
|
37
|
Zhang LK, Rempel D, Gross ML. Matrix-assisted laser desorption/ionization mass spectrometry for locating abasic sites and determining the rates of enzymatic hydrolysis of model oligodeoxynucleotides. Anal Chem 2001; 73:3263-73. [PMID: 11476224 DOI: 10.1021/ac010042l] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
A method using a combination of exonuclease enzymatic digestion and matrix-assisted laser desorption/ionization (MALDI) mass spectrometry was developed to locate model abasic sites in a series of model 21-base oligodeoxynucleotides in which a nucleobase was replaced by a hydrogen atom. The exonuclease digestion rate, with either snake venom phosphodiesterase (SVP) or bovine spleen phosphodiesterase (BSP), clearly slows as the digestion approaches the abasic sites and stops as it reaches it. An oligodeoxynucleotide containing an abasic site in which OH replaces the nucleobase shows similar results. MALDI mass spectra taken at appropriate times during the course of hydrolysis are the basis for rate measurements, and the kinetics also reveal the location of the abasic site. A mathematical treatment of the time-dependent MALDI data was implemented to obtain rate curves and rate constants for the enzymatic digestion of both modified and unmodified oligodeoxynucleotides.
Collapse
Affiliation(s)
- L K Zhang
- Department of Chemistry, Washington University, St. Louis, Missouri 63130, USA
| | | | | |
Collapse
|
38
|
Quantitative determinations in conventional flow injection analysis based on different chemometric calibration statregies: a review. Anal Chim Acta 2001. [DOI: 10.1016/s0003-2670(01)00862-5] [Citation(s) in RCA: 42] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
|
39
|
He R, Wang J. Catalytic determination of cobalt by a concentration-jump chemical relaxation method. Anal Chim Acta 2001. [DOI: 10.1016/s0003-2670(00)01350-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
|
40
|
Crouch S, Coello J, Maspoch S, Porcel M. Evaluation of classical and three-way multivariate calibration procedures in kinetic-spectrophotometric analysis. Anal Chim Acta 2000. [DOI: 10.1016/s0003-2670(00)01108-9] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
|
41
|
Kirkor ES, Scheeline A. Nicotinamide adenine dinucleotide species in the horseradish peroxidase-oxidase oscillator. EUROPEAN JOURNAL OF BIOCHEMISTRY 2000; 267:5014-22. [PMID: 10931183 DOI: 10.1046/j.1432-1327.2000.01554.x] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
NADH chemistry ancillary to the oscillatory peroxidase-oxidase (PO) reaction has been reexamined. Previously, (NAD)2 has been thought of as a terminal, inert product of the PO reaction. We now show that (NAD)2 is a central reactant in this system. Although we found traces of the dimer after several hours of the PO reaction, no accumulation of the dimer occurred, regardless of the reaction time or the number of oscillations. (NAD)2 can convert horseradish peroxidase (HRP) compound I (CpI) to compound II (CpII) with apparent rate constant (2.7 +/- 0.2) x 105 M-1.s-1 and CpII to HRP at 1 x 105 M-1.s-1. Moreover, a reduction of HRP compound III (CpIII) to CpI by (NAD)2 occurs with a rate constant faster than 5 x 106 M-1.s-1. The (NAD)2 reduction of CpIII provides an alternative to the reduction by NAD radical suggested by Yokota and Yamazaki. HRP catalyzes oxidation of alpha-NADH, not only the beta anomer as previously assumed. Rate constants of alpha- and beta-NADH reactions with CpI are (7.4 +/- 0.4) x 105 M-1.s-1, and (1.7 +/- 0.2) x 105 M-1.s-1, and with CpII are estimated as 5 x 104 M-1.s-1, and 4 x 104 M-1.s-1. Apparent rate constants of reduction of methylene blue (MB) to leuco-methylene blue (MBH) are 3.8 x 104 M-1.s-1 for NADH and 6.4 x 104 M-1.s-1 for NAD dimer, (NAD)2, while reoxidation of MBH proceeds at (2.1 +/- 0.2) x 103 M-1.s-1 All the rates were measured in 0.1 M acetate buffer, pH 5.1.
Collapse
Affiliation(s)
- E S Kirkor
- School of Chemical Sciences, University of Illinois at Urbana-Champaign, USA
| | | |
Collapse
|
42
|
Estimating realistic confidence intervals for the activation energy determined from thermoanalytical measurements. Anal Chem 2000; 72:3171-5. [PMID: 10939383 DOI: 10.1021/ac000210u] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
A statistical procedure is proposed for estimating realistic confidence intervals for the activation energy determined by using an advanced isoconversional method. Nine sets of five thermogravimetric measurements have been produced for the process of gassification of ammonium nitrate at five different heating rates. Independent estimates of the confidence intervals for the activation energy have been obtained from these data sets. Agreement with these independent estimates demonstrates that the proposed statistical procedure is capable of adequately estimating the actual uncertainty in the activation energy determined from a small number of measurements. The resulting averaged relative errors in the activation energy were found to be 26, 21, and 17% for three, four, and five heating rate estimates, respectively.
Collapse
|
43
|
Hervás C, Algar JA, Silva M. Correction of temperature variations in kinetic-based determinations by use of pruning computational neural networks in conjunction with genetic algorithms. JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES 2000; 40:724-31. [PMID: 10850776 DOI: 10.1021/ci9901284] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The joint use of genetic algorithms and pruning computational neural networks is shown to be an effective means for selecting the number of inputs required to correct temperature variations in kinetic-based determinations. The genetic algorithm uses a pruning procedure based on Bayesian regularization and is highly efficient as a feature selector; it provides quite good results in the generalization process without the need to use a validation set. The fitness function is defined as the sum of two subfunctions: one controls the learning ability of the network and the other its complexity. The training, pruning, and generalization processes were initially tested with simulated data in order to acquire preliminary information for the ensuing work with real data. The performance of the proposed method was assessed by applying it to the determination of the amino acid L-glycine by its classical spectrophotometric reaction with ninhydrin. A straightforward network topology including temperature as input (40+T:2:1 with 19 connections after the pruning process) was used to estimate the L-glycine concentration from kinetic curves affected by temperature variations over the range 60-75 degrees C, using kinetic data acquired up to only 1.5 half-lives. The trained network estimates this concentration with a standard error of prediction for the testing set of ca. 8%, which is much smaller than those provided by a classical parametric method such as nonlinear regression (even if kinetic data acquired at longer half-lives are used). Finally, a kinetic interpretation of the pruning process is provided in order to better demonstrate its potential for kinetic analysis.
Collapse
Affiliation(s)
- C Hervás
- Department of Computer Science, University of Córdoba, Spain.
| | | | | |
Collapse
|
44
|
Cullen TF, Crouch SR. Factors affecting the accuracy of multicomponent kinetic-spectrophotometric determinations based on multivariate calibration methods. Anal Chim Acta 2000. [DOI: 10.1016/s0003-2670(99)00836-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
|
45
|
ZHANG K, CAI R, MA W, LIN Z, GAN N. New Characteristics of Nonlinear Kinetics in the MnSO4-KBrO3-Diacetone-H2SO4 Oscillating Chemical System. ANAL SCI 2000. [DOI: 10.2116/analsci.16.967] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Affiliation(s)
- Ke ZHANG
- Chemistry Department, Wuhan University
| | - Ruxiu CAI
- Chemistry Department, Wuhan University
| | | | | | | |
Collapse
|
46
|
Scaling of T[sub g] and reaction rate with film thickness in photoresist: A thermal probe study. ACTA ACUST UNITED AC 2000. [DOI: 10.1116/1.1324621] [Citation(s) in RCA: 41] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
|
47
|
Cao QE, Li Z, Wang J, Xu Q. Study on the Catalytic Effects of Ruthenium on the Oxidation of Basic Dyes by Kio4and its Analytical Applications. ANAL LETT 2000. [DOI: 10.1080/00032710008543191] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
|
48
|
López-Cueto G, Ostra M, Ubide C. Linear and non-linear multivariate calibration methods for multicomponent kinetic determinations in cases of severe non-linearity. Anal Chim Acta 2000. [DOI: 10.1016/s0003-2670(99)00709-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
|
49
|
Ubrich O, Srinivasan B, Lerena P, Bonvin D, Stoessel F. Optimal feed profile for a second order reaction in a semi-batch reactor under safety constraints. J Loss Prev Process Ind 1999. [DOI: 10.1016/s0950-4230(99)00017-0] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
|
50
|
Flow-injection determination of copper(II) based on its catalysis on the redox reaction of cysteine with iron(III) in the presence of 1,10-phenanthroline. Talanta 1999; 50:41-7. [DOI: 10.1016/s0039-9140(99)00108-3] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/1999] [Revised: 03/11/1999] [Accepted: 03/16/1999] [Indexed: 11/20/2022]
|