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Gros N. Virtual Instruments for Peak-Overlapping Studies to Determine Low- and High-Concentration Components with Ion Chromatography: Potassium and Sodium. Molecules 2024; 29:4882. [PMID: 39459250 PMCID: PMC11510477 DOI: 10.3390/molecules29204882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2024] [Revised: 10/03/2024] [Accepted: 10/10/2024] [Indexed: 10/28/2024] Open
Abstract
We developed the LabVIEW-based virtual instruments (VIs) to bridge a gap in commercial software and to enable systematic peak-overlapping studies to recognise the concentration levels enabling reliable simultaneous determination of major and minor constituents in samples with wide concentration proportions. The VIs were applied to a case study of the ion chromatographic determination of potassium as minor and sodium as a major ion with an IonPac CS12A column and 50 μL injection loop. Two successive studies based on multilevel two-factorial response surface experimental designs, (1) a model peak-overlapping study based on single-ion injections, and (2) an accuracy and precision study, provided guidelines for real sample analyses. By adjusting sample dilutions so that the sodium mass concentration was set to 340 mg/L, the simultaneous determination of potassium in the presence of sodium was possible in samples with sodium over potassium concentration ratios between 14 and 341. The relative expanded uncertainty associated with potassium ion determination was between 0.52 and 4.4%, and the relative bias was between -3.8 and 1.9%. We analysed Ringer's physiologic solutions, standard sea, trisodium citrate anticoagulant, and buffered citrate anticoagulant solutions. We confirmed that the VI-supported peak-overlapping studies contributed to the quality of results by enabling the evidence-based choices of concentration levels adjusted by a dilution.
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Affiliation(s)
- Nataša Gros
- Faculty of Chemistry and Chemical Technology, University of Ljubljana, Večna Pot 113, SI-1000 Ljubljana, Slovenia
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2
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Zhang K, Qian Y, Lou C, Ye M, Zhu Y. PyICLab: An integrated Python-based toolkit for in-silico simulations of ion chromatography. Talanta 2024; 282:127054. [PMID: 39423637 DOI: 10.1016/j.talanta.2024.127054] [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: 06/08/2024] [Revised: 10/01/2024] [Accepted: 10/14/2024] [Indexed: 10/21/2024]
Abstract
PyICLab is an open-source Python-based package featuring an object-oriented programming (OOP) interface, providing tools for realistic and customized numerical simulations of ion chromatography (IC). In this paper, we showcase PyICLab's use in simulating diverse separation scenarios, including isocratic carbonate elution, gradient hydroxide elution, high-concentration and large-volume injections. The accuracy of the embedded models was validated by demonstrating strong correlations between predicted and experimental results. Additionally, PyICLab's capability to handle complex IC configurations was demonstrated through a simulation of a column-switching system for seawater analysis. PyICLab offers valuable resources for chromatographic optimization, method development, and educational purposes. It is available on PyPI at pypi.org/project/pyIClab. Interested readers can install PyICLab using the pip command in a Python 3.11 or higher environment.
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Affiliation(s)
- Kai Zhang
- Ningbo Key Laboratory of Agricultural Germplasm Resources Mining and Environmental Regulation, College of Science and Technology, Ningbo University, Ningbo, 315300, China.
| | - Yule Qian
- College of Biological and Environmental Engineering, Zhejiang Shuren University, Hangzhou, 310015, China
| | - Chaoyan Lou
- College of Quality and Standardization, China Jiliang University, Hangzhou, 310018, China.
| | - Mingli Ye
- College of Biological and Environmental Engineering, Zhejiang Shuren University, Hangzhou, 310015, China
| | - Yan Zhu
- Department of Chemistry, Zhejiang University, Hangzhou, 310028, China
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3
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Li D, Huang W, Huang R. Analysis of environmental pollutants using ion chromatography coupled with mass spectrometry: A review. JOURNAL OF HAZARDOUS MATERIALS 2023; 458:131952. [PMID: 37399723 DOI: 10.1016/j.jhazmat.2023.131952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 06/17/2023] [Accepted: 06/26/2023] [Indexed: 07/05/2023]
Abstract
The rise of emerging pollutants in the current environment and requirements of trace analysis in complex substrates pose challenges to modern analytical techniques. Ion chromatography coupled with mass spectrometry (IC-MS) is the preferred tool for analyzing emerging pollutants due to its excellent separation ability for polar and ionic compounds with small molecular weight and high detection sensitivity and selectivity. This paper reviews the progress of sample preparation and ion-exchange IC-MS methods in the analysis of several major categories of environmental polar and ionic pollutants including perchlorate, inorganic and organic phosphorus compounds, metalloids and heavy metals, polar pesticides, and disinfection by-products in past two decades. The comparison of various methods to reduce the influence of matrix effect and improve the accuracy and sensitivity of analysis are emphasized throughout the process from sample preparation to instrumental analysis. Furthermore, the human health risks of these pollutants in the environment with natural concentration levels in different environmental medias are also briefly discussed to raise public attention. Finally, the future challenges of IC-MS for analysis of environmental pollutants are briefly discussed.
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Affiliation(s)
- Dazhen Li
- Sichuan Provincial Key Laboratory of Universities on Environmental Science and Engineering, MOE Key Laboratory of Deep Earth Science and Engineering, College of Architecture and Environment, Sichuan University, Chengdu 610065, China
| | - Weixiong Huang
- Hubei Key Laboratory of Yangtze Catchment Environmental Aquatic Science, School of Environmental Studies, China University of Geosciences, Wuhan 430078, Hubei, China.
| | - Rongfu Huang
- Sichuan Provincial Key Laboratory of Universities on Environmental Science and Engineering, MOE Key Laboratory of Deep Earth Science and Engineering, College of Architecture and Environment, Sichuan University, Chengdu 610065, China.
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4
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Roy D, Tarafder A, Miller L. Additives in chiral packed column super/subcritical fluid chromatography: A little goes a long way. J Chromatogr A 2022; 1676:463216. [DOI: 10.1016/j.chroma.2022.463216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 06/08/2022] [Accepted: 06/10/2022] [Indexed: 10/18/2022]
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5
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Gerstweiler L, Billakanti J, Bi J, Middelberg APJ. Control strategy for multi-column continuous periodic counter current chromatography subject to fluctuating inlet stream concentration. J Chromatogr A 2022; 1667:462884. [PMID: 35182911 DOI: 10.1016/j.chroma.2022.462884] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 02/01/2022] [Accepted: 02/05/2022] [Indexed: 01/08/2023]
Abstract
Fluctuations of the inlet feed stream concentration are a challenge in controlling continuous multi-column counter current chromatography systems with standard methods. We propose a new control strategy based on calculated product column breakthrough from UV sensor signals by neglecting an impurity baseline and instead using the impurity to product ratio. This calculation is independent of the inlet feed concentration. In-silico simulation showed that the proposed method can calculate the product column breakthrough perfectly even with fluctuating and highly unstable inlet feed concentration during a loading cycle. Applying the proposed method to control a three column periodic counter current chromatography process with fluctuating inlet feed concentration resulted in constant column loading in each cycle, while using the standard method failed to do so. Unavoidable band broadening caused by diffusion and dispersion has been identified as an inherent limiting factor for accurate calculation of column breakthrough comparing inlet and outlet UV signals. The proposed advanced calculations increase the robustness of periodic counter current chromatography and extend the capability to process unstable inlet streams.
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Affiliation(s)
- Lukas Gerstweiler
- School of Chemical Engineering and Advanced Material, The University of Adelaide, Adelaide, South Australia 5000, Australia.
| | - Jagan Billakanti
- Global Life Sciences Solutions Australia Pty Ltd, Level 11, 32 Phillip St, Parramatta, New South Wales 2150, Australia
| | - Jingxiu Bi
- Division of Research and Innovation, The University of Adelaide, Adelaide 5000, Australia
| | - Anton P J Middelberg
- Division of Research and Innovation, The University of Adelaide, Adelaide 5000, Australia
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6
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Effect of water addition to super/sub-critical fluid mobile-phases for achiral and chiral separations. Trends Analyt Chem 2021. [DOI: 10.1016/j.trac.2021.116464] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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7
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Zhao D, Wang L, Wimalasinghe RM, Tian J, Rustum A. Investigation to Identify the Root Cause of Out-of-Specification Results for Color of a Topical Pour-on Drug Product: A Case Study. Chromatographia 2021. [DOI: 10.1007/s10337-021-04077-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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8
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Naghdi E, De Malsche W. Overloading behavior of fenoprofen and naproxen as two model compounds on a non-porous silicon pillar array column. J Chromatogr A 2021; 1651:462332. [PMID: 34153737 DOI: 10.1016/j.chroma.2021.462332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 05/30/2021] [Accepted: 06/06/2021] [Indexed: 11/25/2022]
Abstract
In this study, the adsorption behavior of naproxen and fenoprofen as two model compounds on a non-porous pillar array column (NPAC) was investigated under reverse phase liquid chromatography conditions. Band profiles of both analytes were recorded in overloaded concentrations using 30% methanol/water (v/v) as the mobile phase. Breakthrough experiments under the same chromatographic condition were carried out to measure the adsorption isotherms. Single-component adsorption isotherm data were acquired by frontal analysis for each analyte. The isotherms were found to be concave upward and downward for naproxen and fenoprofen, respectively. To find the best agreement between the experimental data points and the adsorption isotherm models, the obtained isotherms were modeled using several isotherm models. The Langmuir-Freundlich and anti-Langmuir models provided the best fitting for fenoprofen and naproxen, respectively. The solute and stationary phase properties determine the appropriate model. Adsorbate-adsorbate interaction is important in the case of naproxen, while the adsorbate- adsorbent (stationary phase) plays the main role in retention of fenoprofen on the NPAC. The validity of the selected isotherm models were checked by comparing calculated and experimental band profiles and plate heights. An excellent agreement was observed for the whole concentration range of both analytes, which confirmed the accuracy of the selected models.
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Affiliation(s)
- Elahe Naghdi
- µFlow group, Department of Chemical Engineering, Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussels, Belgium.; Faculty of Chemistry, Shahid Beheshti University, G.C., Tehran, I.R., Iran
| | - Wim De Malsche
- µFlow group, Department of Chemical Engineering, Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussels, Belgium..
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9
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Chan WN, Warren JP, Krieger SP, Vestal BL, Harrison RG. Separation and preconcentration of perrhenate from ionic solutions by ion exchange chromatography. J Chromatogr A 2020; 1631:461588. [PMID: 33032035 DOI: 10.1016/j.chroma.2020.461588] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 09/24/2020] [Accepted: 09/26/2020] [Indexed: 10/23/2022]
Abstract
Technetium poses an environmental hazard because of its radioactivity and long half-life. It exists in the form of pertechnetate in the environment and can be modeled by the nonradioactive ion perrhenate, since pertechnetate and perrhenate have the same geometry and similar chemical properties. In this research, a new zinc cyclen resorcinarene cavitand (ZCR) column was used in ion chromatography (IC) to efficiently separate perrhenate. Ion chromatography has the advantage of requiring almost no sample preparation for water samples. The ZCR column demonstrated the ability to separate anions: fluoride, chloride, nitrate, sulfate, phosphate, perchlorate, and perrhenate by gradient 2-60 mM NaOH. Unlike other columns, the new column material was selective in retaining perrhenate. The ZCR column also gave a linear range from 2.0 to 1000 mg L-1 for perrhenate with R2 > 0.997. There was a logarithmic relationship between the concentration of perrhenate and its retention time. Excellent perrhenate recovery was achieved on the ZCR column when river water was spiked with perrhenate and perrhenate was preconcentrated. The efficient separations of perrhenate by the ZCR column will potentially assist in pertechnetate separations.
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Affiliation(s)
- Wai Ning Chan
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT 84602, United States
| | - Jacob P Warren
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT 84602, United States
| | - Spencer P Krieger
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT 84602, United States
| | - Benjamin L Vestal
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT 84602, United States
| | - Roger G Harrison
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT 84602, United States.
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10
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Haidar Ahmad IA, Shchurik V, Nowak T, Mann BF, Regalado EL. Introducing Multifactorial Peak Crossover in Analytical and Preparative Chromatography via Computer-Assisted Modeling. Anal Chem 2020; 92:13443-13451. [PMID: 32786491 DOI: 10.1021/acs.analchem.0c02807] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Modern pharmaceutical processes can often lead to multicomponent mixtures of closely related species that are difficult to resolve under chromatographic conditions, and even worse in preparative scale settings. Despite recent improvements in column technology and instrumentation, there remains an urgent need for creating innovative approaches that address challenging coelutions of critical pair and poor chromatographic productivity of purification methods. Herein, we overcome these challenges by introducing a simple and practical technique named multifactorial peak crossover (MPC) via computer-assisted chromatographic modeling. The approach outlined here focuses on mapping the separation landscape of pharmaceutical mixtures to quickly identify spaces of peak coelution crossings which enables one to conveniently switch the elution order of target analytes. Diverse examples of MPC diagrams as a function of column temperature, mobile phase gradient or a multifactorial combination in reversed phase and ion exchange chromatography (RPLC and IEC) modes are generated using ACD Laboratories/LC Simulator software and corroborated with experimental data match (overall retention time differences of less than 1%). This powerful MPC technique allows us to gain massive productivity increases (shorter cycle time and higher sample loading) for purification of pharmaceuticals by selectively switching the elution order of target components away from undesired tailing peaks and coelution spaces. MPC chromatography dramatically reduces the time spent developing productive analytical and preparative scale separations. In addition, we illustrate how this new MPC concept can be used to gain substantial improvements of the signal-to-noise ratio, enabling straightforward ppb detection of low-level target components with direct impact in the quantitation of metabolites and potential genotoxic impurities (PGIs). These innovations are of paramount importance in order to facilitate efficient isolation, characterization, and quantitation of drug substances in the development of new medicines.
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Affiliation(s)
- Imad A Haidar Ahmad
- Analytical Research & Development, MRL, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Vladimir Shchurik
- Analytical Research & Development, MRL, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Timothy Nowak
- Analytical Research & Development, MRL, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Benjamin F Mann
- Analytical Research & Development, MRL, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Erik L Regalado
- Analytical Research & Development, MRL, Merck & Co., Inc., Rahway, New Jersey 07065, United States
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11
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Enhancing supercritical fluid chromatographic efficiency: Predicting effects of small aqueous additives. Anal Chim Acta 2020; 1120:75-84. [DOI: 10.1016/j.aca.2020.04.065] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 04/21/2020] [Accepted: 04/26/2020] [Indexed: 11/19/2022]
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12
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Clarke CJ, Bui-Le L, Hallett J. Ion chromatography for monitoring [NTf 2] - anion contaminants in pure and saline water. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2020; 12:2244-2252. [PMID: 33094764 DOI: 10.1039/d0ay00337a] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Hydrophobic ionic liquids containing bis(trifluoromethanesulfonyl)imide, [NTf2]-, anions partially dissolve in aqueous phases. The potential ecotoxicity of [NTf2]- means wastewater streams must be closely monitored to avoid environmental release. A new ion chromatography method is presented, which improves on existing techniques and methods by significantly decreasing analysis time and improving chromatographic peak properties. Consequently, the limit of detection is lowered to 5 μM (1.4 ppm) and limit of quantification lowered to 30 μM (8.5 ppm). The method is reproducible and has a high precision for short and medium chain length ionic liquids (RSD = 0.95%); however, microemulsion effects increase measurement errors for long chain ionic liquids (RSD = 2.32%), albeit by a relatively small amount. Hence, the method is a highly accurate analytical method for highly polarizable [NTf2]- anions, and quantification in the presence of high salinity samples, such as seawater, is readily achieved. Importantly, this method is a significant improvement on existing techniques (chromatography, NMR, UV-Vis) for many reasons, making it ideal for environmental monitoring or process design of [NTf2]- ionic liquid-based applications.
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Affiliation(s)
- Coby J Clarke
- Department of Chemical Engineering, Imperial College London, UK.
| | - Liem Bui-Le
- Department of Chemical Engineering, Imperial College London, UK.
| | - Jason Hallett
- Department of Chemical Engineering, Imperial College London, UK.
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13
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Thakur N, Wahab MF, Khanal DD, Armstrong DW. Synthetic aluminosilicate based geopolymers – Second generation geopolymer HPLC stationary phases. Anal Chim Acta 2019; 1081:209-217. [DOI: 10.1016/j.aca.2019.07.017] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2019] [Revised: 06/21/2019] [Accepted: 07/06/2019] [Indexed: 10/26/2022]
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14
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Roy D, Wahab MF, Berger TA, Armstrong DW. Ramifications and Insights on the Role of Water in Chiral Sub/Supercritical Fluid Chromatography. Anal Chem 2019; 91:14672-14680. [PMID: 31657544 DOI: 10.1021/acs.analchem.9b03908] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
More than 40 cosolvents have been used with carbon dioxide to alter its solvation strength. Among the most interesting systems is the subcritical/supercritical CO2/alkanol eluents. Using small amounts of water in CO2/MeOH is known to be beneficial in chiral subcritical/supercritical chromatography. However, the ramifications of introducing water as a cosolvent component is not entirely understood. In this work, we demonstrate important aspects of the CO2/MeOH/H2O system on nine chiral stationary phases with very different surface chemistries, encompassing derivatized polysaccharides, macrocyclic glycopeptides, iso-butylmercaptoquinine, isopropyl macrocyclic oligosaccharides, and π-electron acceptor/π-electron donor phases. A hydrophilicity scale has been shown to be useful in predicting if a given chiral column chemistry would show a significant enhancement in separation efficiency in the presence of water in the CO2/MeOH system. We demonstrate up to 8-fold enhancements in plate counts of chiral separations with a concomitant decrease in retention times, as predicted by the qualitative test. The same chiral analysis can now be completed in almost a third of the time with the addition of small amounts of water, thereby decreasing organic solvent consumption by a considerable amount. Hydrophobic stationary phases show a minimal increase in efficiency and decrease in analysis times and optimized separations show much larger reduced plate heights, compared to more hydrophilic stationary phases. Furthermore, the presence of water can alter the nature of the adsorption isotherm under nonlinear conditions. Small amounts of water can be used to tune nonlinear tailing peaks into fronting ones, significantly improving preparative enantiomeric separations.
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Affiliation(s)
- Daipayan Roy
- Department of Chemistry and Biochemistry , University of Texas at Arlington , Arlington , Texas 76029 , United States
| | - M Farooq Wahab
- Department of Chemistry and Biochemistry , University of Texas at Arlington , Arlington , Texas 76029 , United States
| | - Terry A Berger
- SFC Solutions, Inc. , Englewood , Florida 34224 , United States
| | - Daniel W Armstrong
- Department of Chemistry and Biochemistry , University of Texas at Arlington , Arlington , Texas 76029 , United States
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15
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Ross EE, Hoag B, Joslin I, Johnston T. Measurements of Ion Binding to Lipid-Hosted Ionophores by Affinity Chromatography. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2019; 35:9410-9421. [PMID: 31282163 DOI: 10.1021/acs.langmuir.9b01301] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
The binding affinity between antibiotic ionophores and alkali ions within supported lipid bilayers was evaluated using affinity chromatography. We used zonal elution and frontal analysis methods in nanovolume liquid chromatography to characterize the binding selectivity of the carrier and channel ionophores valinomycin and gramicidin A within different phosphatidylcholine bilayers. Distinct binding sensitivity to the lipid phase, both in affinity and selectivity, is observed for valinomycin, whereas gramicidin is less sensitive to changes in a membrane environment, behavior that is consistent with ion binding occurring within the interior of an established channel. There is good agreement between the chromatographic retention and the reported binding selectivity measured by other techniques. Surface potential near the binding site affects ion retention and the apparent association binding constants, but not the binding selectivity or enthalpy measurements. A model accounting for the surface potential contributions of retained ions during frontal analyses yields values close to intrinsic binding constants for gramicidin A (KA for K+ between 70 and 120 M-1) using reasonable estimates of the initial potential that is postulated to arise from the underlying silica.
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Affiliation(s)
- Eric E Ross
- Department of Chemistry & Biochemistry , Gonzaga University , Spokane , Washington 99258 , United States
| | - Bridget Hoag
- Department of Chemistry & Biochemistry , Gonzaga University , Spokane , Washington 99258 , United States
| | - Ian Joslin
- Department of Chemistry & Biochemistry , Gonzaga University , Spokane , Washington 99258 , United States
| | - Taylor Johnston
- Department of Chemistry & Biochemistry , Gonzaga University , Spokane , Washington 99258 , United States
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16
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Misra S, Wahab MF, Patel DC, Armstrong DW. The utility of statistical moments in chromatography using trapezoidal and Simpson's rules of peak integration. J Sep Sci 2019; 42:1644-1657. [PMID: 30771233 DOI: 10.1002/jssc.201801131] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Revised: 02/10/2019] [Accepted: 02/12/2019] [Indexed: 11/10/2022]
Abstract
Modern chromatographic data acquisition softwares often behave as black boxes where the researchers have little control over the raw data processing. One of the significant interests of separation scientists is to extract physico-chemical information from chromatographic experiments and peak parameters. In addition, column developers need the total peak shape analysis to characterize the flow profile in chromatographic beds. Statistical moments offer a robust approach for providing detailed information for peaks in terms of area, its center of gravity, variance, resolution, and its skew without assuming any peak model or shape. Despite their utility and theoretical significance, statistical moments are rarely incorporated as they often provide underestimated or overestimated results because of inappropriate choice of the integration method and selection of integration limits. The Gaussian model is universally used in most chromatography softwares to assess efficiency, resolution, and peak position. Herein we present a user-friendly, and accessible approach for calculating the zeroth, first, second, and third moments through more accurate numerical integration techniques (Trapezoidal and Simpson's rule) which provide an accurate estimate of peak parameters as compared to rectangular integration. An Excel template is also provided which can calculate the four moments in three steps with or without baseline correction.
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Affiliation(s)
- Shobhit Misra
- Center of Excellence for Process Analytical Technology, Process R&D, AbbVie Inc., North Chicago, IL, USA
| | - M Farooq Wahab
- Department of Chemistry & Biochemistry, University of Texas at Arlington, Texas
| | - Darshan C Patel
- Center of Excellence for Process Analytical Technology, Process R&D, AbbVie Inc., North Chicago, IL, USA
| | - Daniel W Armstrong
- Department of Chemistry & Biochemistry, University of Texas at Arlington, Texas
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Packa V, Maedler S, Howell T, Bostan V, Diep N, Tooley R, Furdui VI. Unbiased Measurement of Phosphate and Phosphorus Speciation in Surface Waters. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2019; 53:820-828. [PMID: 30550712 DOI: 10.1021/acs.est.8b05089] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Trace-level phosphate analysis and phosphorus speciation in surface water remained challenging due to adsorption and phosphate uptake by microorganisms. In this study a two-dimensional ion chromatography separation coupled to electrospray ionization high-resolution mass spectrometry (2D-IC-ESI-MS) allowed isotope dilution quantitation of phosphate with simultaneous analysis of 11 phosphate-containing metabolites and two inorganic condensed phosphates. Samples were collected from Lake St. Clair, Lake Ontario, and Georgian Bay (ON, Canada). Comparative experiments showed lower phosphate results for samples not immediately spiked and for external calibration quantitation. Field spiking with 18O-labeled phosphate combined with isotope dilution quantitation allows measurement of the phosphate levels existent at the collection time instead of the phosphate concentrations remaining in the samples at the analysis time. This is a significant advantage against the traditional colorimetric and ion chromatographic (IC) analysis methods, which are unable to compensate for the adsorption loss occurring in standards and samples, especially when phosphate is present at levels below 20 μg L-1 as P (61 μg L-1 as PO43-). Two phosphate-containing metabolites, adenosine 5'-monophosphate (AMP) and d-glucose 6-phosphate (Glucose-P), were detected in a subset of samples collected from Lake St. Clair, with no statistically significant correlation between them and the simultaneously measured phosphate. Directly bioavailable P (phosphate), indirectly bioavailable P (phosphatase-hydrolyzed P) and nonbioavailable P (nonhydrolizable P) fractions were quantified by measuring phosphate, phosphate after phosphatase addition and total phosphorus. The proposed 2D-IC-ESI-MS method developed for a QExactive MS instrument with field spiking of the internal standard provides accurate phosphate results and eliminates quantitation errors caused by phosphate adsorption. This setup allows simultaneous collection of targeted and nontargeted analysis data and thus the detection of trace polar organic phosphorus metabolites as well.
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Affiliation(s)
- Vlastimil Packa
- Ontario Ministry of the Environment , Conservation and Parks, 125 Resources Road , Toronto , Ontario M9P 3V6 , Canada
- Ryerson University , 350 Victoria Street , Toronto , Ontario M5B 2K3 , Canada
| | - Stefanie Maedler
- Ontario Ministry of the Environment , Conservation and Parks, 125 Resources Road , Toronto , Ontario M9P 3V6 , Canada
| | - Todd Howell
- Ontario Ministry of the Environment , Conservation and Parks, 125 Resources Road , Toronto , Ontario M9P 3V6 , Canada
| | - Vadim Bostan
- Ryerson University , 350 Victoria Street , Toronto , Ontario M5B 2K3 , Canada
| | - Ngan Diep
- Ontario Ministry of the Environment , Conservation and Parks, 125 Resources Road , Toronto , Ontario M9P 3V6 , Canada
| | - Robert Tooley
- Ontario Ministry of the Environment , Conservation and Parks, 125 Resources Road , Toronto , Ontario M9P 3V6 , Canada
| | - Vasile I Furdui
- Ontario Ministry of the Environment , Conservation and Parks, 125 Resources Road , Toronto , Ontario M9P 3V6 , Canada
- Ryerson University , 350 Victoria Street , Toronto , Ontario M5B 2K3 , Canada
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18
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Hellinghausen G, Farooq Wahab M, Armstrong DW. Improving visualization of trace components for quantification using a power law based integration approach. J Chromatogr A 2018; 1574:1-8. [DOI: 10.1016/j.chroma.2018.09.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Revised: 08/21/2018] [Accepted: 09/01/2018] [Indexed: 11/17/2022]
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Power Law Approach as a Convenient Protocol for Improving Peak Shapes and Recovering Areas from Partially Resolved Peaks. Chromatographia 2018. [DOI: 10.1007/s10337-018-3607-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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20
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Pappoe MK, Naeeni MH, Lucy CA. Bromate peak distortion in ion chromatography in samples containing high chloride concentrations. J Chromatogr A 2016; 1444:57-63. [DOI: 10.1016/j.chroma.2016.03.045] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2015] [Revised: 03/14/2016] [Accepted: 03/17/2016] [Indexed: 10/22/2022]
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21
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Bae JH, Kang CM, Choi H, Kim BJ, Jang W, Lim SY, Kim HC, Chung TD. Nonfaradaic Nanoporous Electrochemistry for Conductometry at High Electrolyte Concentration. Anal Chem 2015; 87:2443-51. [DOI: 10.1021/ac504415c] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Je Hyun Bae
- Department
of Chemistry, Seoul National University, Seoul 151-747, Korea
| | - Chung Mu Kang
- Department
of Chemistry, Seoul National University, Seoul 151-747, Korea
| | - Hyoungseon Choi
- Department
of Biomedical Engineering, College of Medicine and Institute
of Medical and Biological Engineering, Medical Research Center, Seoul National University, Seoul 110-744, Korea
| | - Beom Jin Kim
- Department
of Chemistry, Seoul National University, Seoul 151-747, Korea
| | - Woohyuk Jang
- Department
of Chemistry, Seoul National University, Seoul 151-747, Korea
| | - Sung Yul Lim
- Department
of Chemistry, Seoul National University, Seoul 151-747, Korea
| | - Hee Chan Kim
- Department
of Biomedical Engineering, College of Medicine and Institute
of Medical and Biological Engineering, Medical Research Center, Seoul National University, Seoul 110-744, Korea
| | - Taek Dong Chung
- Department
of Chemistry, Seoul National University, Seoul 151-747, Korea
- Advanced Institute of Convergence Technology, Suwon-si, Gyeonggi-do 443-270, Korea
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22
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Zhang Y, Lucy CA. Effect of injection matrix concentration on peak shape and separation efficiency in ion chromatography. J Chromatogr A 2014; 1371:177-83. [DOI: 10.1016/j.chroma.2014.10.056] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2014] [Revised: 10/14/2014] [Accepted: 10/20/2014] [Indexed: 10/24/2022]
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