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van den Hurk RS, Lagerwaard B, Terlouw NJ, Sun M, Tieleman JJ, Verstegen AX, Samanipour S, Pirok BW, Gargano AF. Comprehensive Two-Dimensional Liquid Chromatography-High-Resolution Mass Spectrometry for Complex Protein Digest Analysis Using Parallel Gradients. Anal Chem 2024; 96:9294-9301. [PMID: 38758734 PMCID: PMC11154668 DOI: 10.1021/acs.analchem.4c02172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Accepted: 05/01/2024] [Indexed: 05/19/2024]
Abstract
Despite the high gain in peak capacity, online comprehensive two-dimensional liquid chromatography coupled with high-resolution mass spectrometry (LC × LC-HRMS) has not yet been widely applied to the analysis of complex protein digests. One reason is the method's reduced sensitivity which can be linked to the high flow rates of the second separation dimension (2D). This results in higher dilution factors and the need for flow splitters to couple to ESI-MS. This study reports proof-of-principle results of the development of an RPLC × RPLC-HRMS method using parallel gradients (2D flow rate of 0.7 mL min-1) and its comparison to shifted gradient methods (2D of 1.4 mL min-1) for the analysis of complex digests using HRMS (QExactive-Plus MS). Shifted and parallel gradients resulted in high surface coverage (SC) and effective peak capacity (SC of 0.6226 and 0.7439 and effective peak capacity of 779 and 757 in 60 min). When applied to a cell line digest sample, parallel gradients allowed higher sensitivity (e.g., average MS intensity increased by a factor of 3), allowing for a higher number of identifications (e.g., about 2600 vs 3900 peptides). In addition, reducing the modulation time to 10 s significantly increased the number of MS/MS events that could be performed. When compared to a 1D-RPLC method, parallel RPLC × RPLC-HRMS methods offered a higher separation performance (FHWH from 0.12 to 0.018 min) with limited sensitivity losses resulting in an increase of analyte identifications (e.g., about 6000 vs 7000 peptides and 1500 vs 1990 proteins).
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Affiliation(s)
- Rick S. van den Hurk
- Analytical
Chemistry Group, Van’t Hoff Institute for Molecular Sciences, University of Amsterdam, Amsterdam1098 XH,The Netherlands
- Centre
for Analytical Sciences Amsterdam (CASA), Amsterdam1098 XH,The Netherlands
| | - Bart Lagerwaard
- Analytical
Chemistry Group, Van’t Hoff Institute for Molecular Sciences, University of Amsterdam, Amsterdam1098 XH,The Netherlands
- Centre
for Analytical Sciences Amsterdam (CASA), Amsterdam1098 XH,The Netherlands
| | - Nathan J. Terlouw
- Analytical
Chemistry Group, Van’t Hoff Institute for Molecular Sciences, University of Amsterdam, Amsterdam1098 XH,The Netherlands
- Centre
for Analytical Sciences Amsterdam (CASA), Amsterdam1098 XH,The Netherlands
| | - Mingzhe Sun
- Analytical
Chemistry Group, Van’t Hoff Institute for Molecular Sciences, University of Amsterdam, Amsterdam1098 XH,The Netherlands
- Centre
for Analytical Sciences Amsterdam (CASA), Amsterdam1098 XH,The Netherlands
| | - Job J. Tieleman
- Analytical
Chemistry Group, Van’t Hoff Institute for Molecular Sciences, University of Amsterdam, Amsterdam1098 XH,The Netherlands
- Centre
for Analytical Sciences Amsterdam (CASA), Amsterdam1098 XH,The Netherlands
| | - Anniek X. Verstegen
- Analytical
Chemistry Group, Van’t Hoff Institute for Molecular Sciences, University of Amsterdam, Amsterdam1098 XH,The Netherlands
- Centre
for Analytical Sciences Amsterdam (CASA), Amsterdam1098 XH,The Netherlands
| | - Saer Samanipour
- Analytical
Chemistry Group, Van’t Hoff Institute for Molecular Sciences, University of Amsterdam, Amsterdam1098 XH,The Netherlands
- Centre
for Analytical Sciences Amsterdam (CASA), Amsterdam1098 XH,The Netherlands
| | - Bob W.J. Pirok
- Analytical
Chemistry Group, Van’t Hoff Institute for Molecular Sciences, University of Amsterdam, Amsterdam1098 XH,The Netherlands
- Centre
for Analytical Sciences Amsterdam (CASA), Amsterdam1098 XH,The Netherlands
| | - Andrea F.G. Gargano
- Analytical
Chemistry Group, Van’t Hoff Institute for Molecular Sciences, University of Amsterdam, Amsterdam1098 XH,The Netherlands
- Centre
for Analytical Sciences Amsterdam (CASA), Amsterdam1098 XH,The Netherlands
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Aly AA, Górecki T. Two-dimensional liquid chromatography with reversed phase in both dimensions: A review. J Chromatogr A 2024; 1721:464824. [PMID: 38522405 DOI: 10.1016/j.chroma.2024.464824] [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: 12/26/2023] [Revised: 03/14/2024] [Accepted: 03/16/2024] [Indexed: 03/26/2024]
Abstract
Two-dimensional liquid chromatography (2D-LC), and in particular comprehensive two-dimensional liquid chromatography (LC×LC), offers increased peak capacity, resolution and selectivity compared to one-dimensional liquid chromatography. It is commonly accepted that the technique produces the best results when the separation mechanisms in the two dimensions are completely orthogonal; however, the use of similar separation mechanisms in both dimensions has been gaining popularity as it helps avoid difficulties related to mobile phase incompatibility and poor column efficiency. The remarkable advantages of using reversed phase in both dimensions (RPLC×RPLC) over other separation mechanisms made it a promising technique in the separation of complex samples. This review discusses some physical and practical considerations in method development for 2D-LC involving the use of RP in both dimensions. In addition, an extensive overview is presented of different applications that relied on RPLC×RPLC and 2D-LC with reversed phase column combinations to separate components of complex samples in different fields including food analysis, natural product analysis, environmental analysis, proteomics, lipidomics and metabolomics.
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Affiliation(s)
- Alshymaa A Aly
- Analytical Chemistry Department, Faculty of Pharmacy, Minia University, Menia Governorate, Arab Republic of Egypt; Department of Chemistry, University of Waterloo, ON, Canada
| | - Tadeusz Górecki
- Department of Chemistry, University of Waterloo, ON, Canada.
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Trauet J, Bourgoin P, Schuldt J, Lefèvre G, Labalette M, Busnel JM, Demaret J. Studying antigen-specific T cells through a streamlined, whole blood-based extracellular approach. Cytometry A 2024; 105:288-296. [PMID: 38149360 DOI: 10.1002/cyto.a.24818] [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: 05/16/2023] [Revised: 11/28/2023] [Accepted: 12/05/2023] [Indexed: 12/28/2023]
Abstract
Techniques currently used for the study of antigen-specific T-cell responses are either poorly informative or require a heavy workload. Consequently, many perspectives associated with the broader study of such approaches remain mostly unexplored in translational research. However, these could benefit many fields including but not limited to infectious diseases, oncology, and vaccination. Herein, the main objective of this work was to develop a standardized flow cytometry-based approach that would combine ease of use together with a relevant study of antigen-specific T-cell responses so that they could be more often included in clinical research. To this extent, a streamlined approach relying on 1/ the use of whole blood instead of peripheral blood mononuclear cells and 2/ solely based on the expression of extracellular activation-induced markers (AIMs), called whole blood AIM (WAIM), was developed and further compared to more conventional techniques such as enzyme-linked immunospot (ELISpot) and flow cytometry-based intracellular cytokine staining (ICS). Based on a cohort of 20 individuals receiving the COVID-19 mRNA vaccine and focusing on SARS-CoV-2 and cytomegalovirus (CMV)-derived antigen T-cell-specific responses, a significant level of correlation between the three techniques was found. Based on the use of whole blood and on the expression of extracellular activation-induced markers (CD154, CD137, and CD107a), the WAIM technique appears to be very simple to implement and yet allows interesting patient stratification capabilities as the chosen combination of extracellular markers exhibited higher orthogonality than cytokines that are commonly considered in ICS (IFN-γ, TNF-α, and IL-2).
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Affiliation(s)
- Jacques Trauet
- CHU Lille, Institut d'Immunologie, U1286 - INFINITE - Institute for Translational Research in Inflammation Inserm Univ. Lille, Lille, France
| | - Penelope Bourgoin
- Global Research Organization, Beckman Coulter Life Sciences, Marseille, France
| | - Jana Schuldt
- Global Research Organization, Beckman Coulter Life Sciences, Marseille, France
| | - Guillaume Lefèvre
- CHU Lille, Institut d'Immunologie, U1286 - INFINITE - Institute for Translational Research in Inflammation Inserm Univ. Lille, Lille, France
| | - Myriam Labalette
- CHU Lille, Institut d'Immunologie, U1286 - INFINITE - Institute for Translational Research in Inflammation Inserm Univ. Lille, Lille, France
| | - Jean-Marc Busnel
- Global Research Organization, Beckman Coulter Life Sciences, Marseille, France
| | - Julie Demaret
- CHU Lille, Institut d'Immunologie, U1286 - INFINITE - Institute for Translational Research in Inflammation Inserm Univ. Lille, Lille, France
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Schena T, von Mühlen C. Chromatographic speed classification for liquid chromatography using average theoretical peak time (ATPT). Anal Chim Acta 2024; 1287:342092. [PMID: 38182344 DOI: 10.1016/j.aca.2023.342092] [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: 09/04/2023] [Revised: 11/19/2023] [Accepted: 11/29/2023] [Indexed: 01/07/2024]
Abstract
BACKGROUND The development of analytical techniques in the field of liquid chromatography has brought new frontiers in performance and analytical speed for the technique. The proper evaluation of the analytical boundaries achieved with those developments was not addressed in the literature, since different liquid chromatography (LC) techniques have not yet received any classification regarding their chromatographic speed. Defining chromatographic analysis speed based simply on analysis time is an outdated concept since it is sample and analyte-dependent. In this context, the application of the Average Theoretical Peak Time concept (ATPT) is proposed as a unified metric for chromatographic speed classification. RESULTS This metric was evaluated using PCA analysis in a group of more than 50 publications, which generated the classification of LC methods in normal, high, hyper, and ultra-high-speed separations using ATPT. Normal speed (ATPT values greater than 18000 ms/peak) was found in HPLC, nano-LC, SFC, and CEC methods. Therefore, high-speed methods (ATPT values between 4000 and 18000 ms/peak) were found in UHPLC techniques, while LC × LC methods presented higher ATPT values between 1000 and 4000 ms/peak being classified as hyper-speed separations. ATPT can also be used as an optimization parameter, since older methods show higher ATPT values, while recent published papers show lower values of this metric. This behavior is justified due to the improvement of the LC methods over the years. SIGNIFICANCE This work fulfills the gap in chromatographic definitions and metrics, regarding analytical speed in one-dimensional and multidimensional liquid chromatographic techniques and shows that ATPT metrics is a robust parameter that can be used to classify the separation speed as well as a metric to evaluate the LC Method optimization. It also corrects the historical application of separation time as a metric for chromatographic speed.
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Affiliation(s)
- Tiago Schena
- Faculty of Technology, Universidade Estadual do Rio de Janeiro (UERJ), Presidente Dutra highway, km 298, Resende, (RJ), 27537-000, Brazil; LECO Instruments, Av. Das Nações Unidas, 12399 - Cj121B, São Paulo, (SP), 04578-000, Brazil.
| | - Carin von Mühlen
- Faculty of Technology, Universidade Estadual do Rio de Janeiro (UERJ), Presidente Dutra highway, km 298, Resende, (RJ), 27537-000, Brazil.
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Chapel S, Rouvière F, Heinisch S. Sense and nonsense of shifting gradients in on-line comprehensive reversed-phase LC × reversed-phase LC. J Chromatogr B Analyt Technol Biomed Life Sci 2022; 1212:123512. [DOI: 10.1016/j.jchromb.2022.123512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 10/12/2022] [Accepted: 10/13/2022] [Indexed: 11/05/2022]
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Aly AA, Górecki T. Green comprehensive two-dimensional liquid chromatography (LC × LC) for the analysis of phenolic compounds in grape juices and wine. Anal Bioanal Chem 2022; 415:2383-2398. [PMID: 35922675 DOI: 10.1007/s00216-022-04241-x] [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: 05/04/2022] [Revised: 06/17/2022] [Accepted: 07/19/2022] [Indexed: 11/30/2022]
Abstract
Grape juices and wines are rich in numerous groups of polyphenolic compounds which require a dedicated separation technique for such complex samples. LC × LC is considered the best technique for the analysis of such samples as it can achieve better resolution and higher peak capacity compared to 1D LC. The ever-growing demand for protecting the environment necessitates reducing or eliminating hazardous solvents to improve the environmental friendliness of analytical procedures. In this study, propylene carbonate was used as an eco-friendly mobile phase component in comprehensive two-dimensional liquid chromatography to analyze phenolic compounds in grape juices and a dealcoholized wine sample. Novel green RPLC × RPLC-DAD and RPLC × RPLC-MS methods were developed for the first time to identify phenolic compounds in five samples (two red grape juice samples, two white grape juice samples, and one dealcoholized wine sample). Four different RPLC × RPLC systems were developed; three systems were connected to a diode array detector (RPLC × RPLC-DAD), while the fourth system was connected to DAD and MS detectors (RPLC × RPLC-DAD-ESI-MS). Solvent X (propylene carbonate:ethanol, 60:40) was adopted as a green organic modifier in the first dimension (1D) and methanol in the second dimension (2D). The practical peak capacity and the surface coverage were calculated as metrics to measure the separation performance of all proposed systems. The orthogonality values for the setups ranged from 0.64 to 0.92 when calculated by the convex hull method, and from 0.54 to 0.80 when calculated by the asterisk equations method. The practical peak capacity production rate ranged from 14.58 to 22.52 peaks/min. The results revealed that the phenolic compounds were separated efficiently with good coverage of the 2D separation space and high peak capacity. A total of 70 phenolic compounds were detected based on MS data and information from the literature.
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Affiliation(s)
- Alshymaa A Aly
- Department of Chemistry, University of Waterloo, Waterloo, ON, Canada.,Analytical Chemistry Department, Faculty of Pharmacy, Minia University, Minia, Minia Governorate, Egypt
| | - Tadeusz Górecki
- Department of Chemistry, University of Waterloo, Waterloo, ON, Canada.
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Wicht K, Baert M, Muller M, Bandini E, Schipperges S, von Doehren N, Desmet G, de Villiers A, Lynen F. Comprehensive two-dimensional temperature-responsive × reversed phase liquid chromatography for the analysis of wine phenolics. Talanta 2022; 236:122889. [PMID: 34635268 DOI: 10.1016/j.talanta.2021.122889] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 09/13/2021] [Accepted: 09/14/2021] [Indexed: 11/18/2022]
Abstract
Phenolic compounds are an interesting class of natural products because of their proposed contribution to health benefits of foods and beverages and as a bio-source of organic (aromatic) building blocks. Phenolic extracts from natural products are often highly complex and contain compounds covering a broad range in molecular properties. While many 1D-LC and mass spectrometric approaches have been proposed for the analysis of phenolics, this complexity inevitably leads to challenging identification and purification. New insights into the composition of phenolic extracts can be obtained through online comprehensive two-dimensional liquid chromatography (LC × LC) coupled to photodiode array and mass spectrometric detection. However, several practical hurdles must be overcome to achieve high peak capacities and to obtain robust methods with this technique. In many LC × LC configurations, refocusing of analytes at the head of the 2D column is hindered by the high eluotropic strength of the solvent transferred from the 1D to the 2D, leading to peak breakthrough or broadening. LC × LC combinations whereby a purely aqueous mobile phase is used in the 1D and RPLC is used in the 2D are unaffected by these phenomena, leading to more robust methods. In this contribution, the combination of temperature-responsive liquid chromatography (TRLC) with RPLC is used for the first time for the analysis of phenolic extracts of natural origin to illustrate the potential of this alternative combination for natural product analyses. The possibilities of the combination are investigated through analysis of wine extracts by TRLC × RPLC-DAD and TRLC × RPLC-ESI-MS.
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Affiliation(s)
- Kristina Wicht
- Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, B-9000, Ghent, Belgium
| | - Mathijs Baert
- Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, B-9000, Ghent, Belgium
| | - Magriet Muller
- Department of Chemistry and Polymer Science, University of Stellenbosch, Private Bag X1, ZA-7602, Matieland, South Africa
| | - Elena Bandini
- Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, B-9000, Ghent, Belgium
| | - Sonja Schipperges
- Agilent Technologies, Hewlett Packard St 8, D-76337, Waldbronn, Germany
| | - Norwin von Doehren
- Agilent Technologies, Netherlands BV, NL-4330, EA, Middelburg, Netherlands
| | - Gert Desmet
- Department of Chemical Engineering, Vrije Universiteit Brussel, Pleinlaan 2, B-1050, Brussel, Belgium
| | - André de Villiers
- Department of Chemistry and Polymer Science, University of Stellenbosch, Private Bag X1, ZA-7602, Matieland, South Africa
| | - Frederic Lynen
- Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, B-9000, Ghent, Belgium.
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Byrdwell WC, Kotapati HK, Goldschmidt R, Jakubec P, Nováková L. Three-dimensional liquid chromatography with parallel second dimensions and quadruple parallel mass spectrometry for adult/infant formula analysis. J Chromatogr A 2021; 1661:462682. [PMID: 34863062 DOI: 10.1016/j.chroma.2021.462682] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 11/05/2021] [Accepted: 11/09/2021] [Indexed: 12/11/2022]
Abstract
Three dimensions of chromatographic separation, using split-flow two-dimensional liquid chromatography (SF-2D-LC) with two parallel second dimensions, LC × 2LC, combined with quadruple parallel mass spectrometry (LC3MS4) is demonstrated for analysis of NIST SRM 1849a adult/infant formula. The first dimension, 1D, was a conventional non-aqueous reversed-phase (NARP) HPLC separation using two C18 columns in series, followed by detection using an ultraviolet (UV) detector, a fluorescence detector (FLD), with flow then split to a corona charged aerosol detector (CAD), and then dual parallel mass spectrometry (MS), conducted in atmospheric pressure photoionization (APPI) and electrospray ionization (ESI) modes. The first second dimension, 2D(1), UHPLC was conducted on a 50.0 mm C30 column using a NARP-UHPLC parallel gradient for separation of short-chain triacylglycerols (TAGs) from long-chain TAGs, with detection by UV and ESI-MS. The second dimension, 2D(2), UHPLC was conducted using a 100.0 mm C30 column with a NARP-UHPLC parallel gradient for improved separation of TAG isomers, with detection by UV, an evaporative light scattering detector, and high-resolution, accurate-mass (HRAM) ESI-MS. Transferred eluent dilution was used to refocus peaks and keep them sharp during elution in both 2Ds. The separation space in the 2D(2) was optimized using multi-cycle (aka, "constructive wraparound") elution, which employed flow rate programming. In the 1D, calibration lines for quantification of fat-soluble vitamins were constructed. A lipidomics approach to TAG identification and quantification by HRAM-ESI-MS was applied to the 2D(2). These experiments can be represented: LC1MS2 × (LC1MS1 + LC1MS1) = LC3MS4, or three-dimensional liquid chromatography with quadruple parallel mass spectrometry.
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Affiliation(s)
- William Craig Byrdwell
- Methods and Application of Food Composition Lab, Agricultural Research Service, U.S. Dept. of Agriculture, 10300 Baltimore Ave., Beltsville, MD, 20705, USA.
| | - Hari K Kotapati
- Methods and Application of Food Composition Lab, Agricultural Research Service, U.S. Dept. of Agriculture, 10300 Baltimore Ave., Beltsville, MD, 20705, USA
| | - Robert Goldschmidt
- Methods and Application of Food Composition Lab, Agricultural Research Service, U.S. Dept. of Agriculture, 10300 Baltimore Ave., Beltsville, MD, 20705, USA
| | - Pavel Jakubec
- Charles University, Faculty of Pharmacy, Dept. of Analytical Chemistry, Heyrovského 1203, 500 05 Hradec Králové, Czech Republic
| | - Lucie Nováková
- Charles University, Faculty of Pharmacy, Dept. of Analytical Chemistry, Heyrovského 1203, 500 05 Hradec Králové, Czech Republic
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Young GM, Lurie IS. Recent forensic applications of enhanced chromatographic separation methods. J Sep Sci 2021; 45:369-381. [PMID: 34535950 DOI: 10.1002/jssc.202100513] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 09/11/2021] [Accepted: 09/12/2021] [Indexed: 01/14/2023]
Abstract
This study reviews the recent applications of enhanced separation methods employed in forensic analysis utilizing gas chromatography, liquid chromatography, and supercritical fluid chromatography published between 2015 to 2020, except papers previously covered in relevant review articles. Applications of enhanced chromatographic separation methods to arson investigations, environmental forensics, sexual assault investigations, drug analysis, and toxicology are discussed. Future directions for enhanced chromatographic separation methods in forensic science are also explored.
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Affiliation(s)
- Genetta M Young
- Department of Forensic Science, The George Washington University, Washington, DC, USA
| | - Ira S Lurie
- Department of Forensic Science, The George Washington University, Washington, DC, USA
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Pérez-Cova M, Jaumot J, Tauler R. Untangling comprehensive two-dimensional liquid chromatography data sets using regions of interest and multivariate curve resolution approaches. Trends Analyt Chem 2021. [DOI: 10.1016/j.trac.2021.116207] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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