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Byrdwell WC, Kalscheur KF. An interactive R-based custom quantification program for semi-quantitative analysis of triacylglycerols in bovine milk. Anal Bioanal Chem 2024; 416:5527-5555. [PMID: 39289202 DOI: 10.1007/s00216-024-05528-x] [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: 04/04/2024] [Revised: 08/06/2024] [Accepted: 09/03/2024] [Indexed: 09/19/2024]
Abstract
The R programming language, RStudio, and open-source software solutions for analysis of liquid chromatography-mass spectrometry (LC-MS) data have been used with user-written R-based custom quantification programs (CQP) for semi-quantification of triacylglycerols (TAGs) in bovine milk lipid extracts. Using the peak-finding capabilities of the package "xcms" in RStudio, peaks were integrated, and retention times aligned, normalized, and then used for semi-quantitative analysis of a custom set of four extraction internal standards (EISs) and 29 TAG regioisomers using the choice of four analytical internal standards (AISs). Alternating stereospecific numbering (sn) 1,3 TAG regioisomers (standards 1, 3, and 5 of six calibration standards) and sn-1,2 TAG regioisomers (standards 2, 4, and 6 of six standards) were used to make a set of six calibration standards, which were used for quantification using a linear fit model, polynomial fit model, power fit model, level-bracketed linear fit, replicate-bracketed polynomial fit, replicate-bracketed power fit, and replicate- and level-bracketed linear fit and response factors. For example, the linear fit for EIS1 gave an unacceptable coefficient of determination (CoD), r2 = 0.9616, whereas the polynomial fit gave r2 = 0.9908 and the power fit gave r2 = 0.9928, while the double-bracketed linear fit gave CoDs of r2 = 0.9960, 0.9848, and 0.9781 for the three brackets, yet gave the least % difference to known calibration concentrations. For unparalleled transparency, the CQP produced webpages that allowed every step in the data processing and quantification sequence to be verified and reproduced, and contained interactive figures. The data are publicly available using a digital object identifier (DOI). The R code can be downloaded and used with the downloadable data to reproduce the results, to modify the code and further customize the results, or to copy and paste and adapt the code to other quantification applications.
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Affiliation(s)
- Wm Craig Byrdwell
- Methods and Application of Food Composition Lab, Beltsville Human Nutrition Research Center, Agricultural Research Service, U.S. Department of Agriculture, Beltsville, MD, 20705, USA.
| | - Kenneth F Kalscheur
- U.S. Dairy Forage Research Center, Agricultural Research Service, U.S. Department of Agriculture, Madison, WI, USA
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2
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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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Hachem M, Ahmmed MK, Nacir-Delord H. Phospholipidomics in Clinical Trials for Brain Disorders: Advancing our Understanding and Therapeutic Potentials. Mol Neurobiol 2024; 61:3272-3295. [PMID: 37981628 PMCID: PMC11087356 DOI: 10.1007/s12035-023-03793-y] [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: 05/19/2023] [Accepted: 10/31/2023] [Indexed: 11/21/2023]
Abstract
Phospholipidomics is a specialized branch of lipidomics that focuses on the characterization and quantification of phospholipids. By using sensitive analytical techniques, phospholipidomics enables researchers to better understand the metabolism and activities of phospholipids in brain disorders such as Alzheimer's and Parkinson's diseases. In the brain, identifying specific phospholipid biomarkers can offer valuable insights into the underlying molecular features and biochemistry of these diseases through a variety of sensitive analytical techniques. Phospholipidomics has emerged as a promising tool in clinical studies, with immense potential to advance our knowledge of neurological diseases and enhance diagnosis and treatment options for patients. In the present review paper, we discussed numerous applications of phospholipidomics tools in clinical studies, with a particular focus on the neurological field. By exploring phospholipids' functions in neurological diseases and the potential of phospholipidomics in clinical research, we provided valuable insights that could aid researchers and clinicians in harnessing the full prospective of this innovative practice and improve patient outcomes by providing more potent treatments for neurological diseases.
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Affiliation(s)
- Mayssa Hachem
- Department of Chemistry and Healthcare Engineering Innovation Center, Khalifa University of Sciences and Technology, P.O. Box 127788, Abu Dhabi, United Arab Emirates.
| | - Mirja Kaizer Ahmmed
- Department of Fishing and Post-Harvest Technology, Chattogram Veterinary and Animal Sciences University, Chattogram, Bangladesh
- Riddet Institute, Massey University, Palmerston North, New Zealand
| | - Houda Nacir-Delord
- Department of Chemistry, Khalifa University of Sciences and Technology, P.O. Box 127788, Abu Dhabi, United Arab Emirates
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Segmented two-dimensional liquid chromatography. Proof of concept study. J Chromatogr A 2023; 1691:463811. [PMID: 36731333 DOI: 10.1016/j.chroma.2023.463811] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 01/17/2023] [Accepted: 01/18/2023] [Indexed: 01/26/2023]
Abstract
The separation in liquid chromatography is defined either by the space domain where it proceeds until the least retained analyte reaches the outlet of the column or by the time when individual analytes elute out of the column. These two approaches lead to the four possible combinations of two-dimensional liquid chromatography with online space x time coupling being the least experimentally feasible. Here, we show the development of a novel two-dimensional liquid chromatography method combining separation defined by space and the conventional elution-based separation. First-dimension column consisted of four capillary segments coupled serially via two-position six-port valves allowing an online and comprehensive transfer of analytes from the first to the second dimension. After initial experiments using homemade monolithic capillary columns, we tested commercially available columns in both dimensions. We ended with the combination of packed capillary columns in the first dimension and monolithic capillary column in the second dimension. We used a reversed-phase retention mechanism in the first spatial dimension, while HILIC was in the second, time-based dimension. We also developed a theoretical model to describe the proposed two-dimensional separation that was further confirmed by utilizing both an isocratic and gradient elution in the second dimension. Finally, we applied our experimental setup to separate neurotransmitters contained in human urine.
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Foster SW, Parker D, Piccolo C, Will M, Grinias JP. Development of a dual-electrospray ionization source with in-line absorbance-based voltage control. Anal Bioanal Chem 2023:10.1007/s00216-023-04564-3. [PMID: 36707447 DOI: 10.1007/s00216-023-04564-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 01/17/2023] [Accepted: 01/20/2023] [Indexed: 01/29/2023]
Abstract
Emitter tip arrays for electrospray ionization have been used for a variety of MS sample introduction purposes, including detection of multiple sample eluent streams and improved accuracy through parallel infusion of an internal standard. User control is typically required for targeted application of high voltage to specific channels to maximize analyte signal and minimize other background signals. In this communication, an automated approach to applying electrospray voltage only when a detectable analyte is present is described. An in-line absorbance detector is used to identify the presence of an analyte in the fluidic path between the sample introduction valve and the mass spectrometer. A Raspberry Pi-controlled system is then used to apply high voltage to a downstream emitter tip at the MS inlet following a delay volume between the detectors. Demonstration of this technique on two parallel sample channels is reported, including a pulsed voltage application to maximize signal when analytes elute on each channel simultaneously.
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Affiliation(s)
- Samuel W Foster
- Department of Chemistry & Biochemistry, Rowan University, 201 Mullica Hill Rd., NJ, 08028, Glassboro, USA
| | - Deklin Parker
- Department of Chemistry & Biochemistry, Rowan University, 201 Mullica Hill Rd., NJ, 08028, Glassboro, USA
| | - Christopher Piccolo
- Department of Chemistry & Biochemistry, Rowan University, 201 Mullica Hill Rd., NJ, 08028, Glassboro, USA
| | - Matthew Will
- Department of Chemistry & Biochemistry, Rowan University, 201 Mullica Hill Rd., NJ, 08028, Glassboro, USA
| | - James P Grinias
- Department of Chemistry & Biochemistry, Rowan University, 201 Mullica Hill Rd., NJ, 08028, Glassboro, USA.
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Zhai Y, Li G, Peng K, Ge Z, Zhang W, Li D. Less Configuration and More Dimensionality: Preparative Heart-Cut Multidimensional Liquid Chromatography Based on Trapping Arrays. Anal Chem 2022; 94:16997-17002. [PMID: 36453024 DOI: 10.1021/acs.analchem.2c03875] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
The resolving power of multiple dimensional liquid chromatography (mD-LC) is multiplicative as it adds dimensions. However, the issue in creating a preparative mD-LC system is that the higher the dimensionality, the more complicated the system configuration. Thus, we presented a new configuration of preparative mD-LC using one set of LC modules and trapping array-based multiple heart-cut interfaces. A preparative two-dimensional liquid chromatography (2D-LC) separation of herbal medicine formulation produced 40 compounds with a purity of >90%. During the separation process, the interface stores the fractions and allocates positions for the fractions from a different dimension; LC draws the fraction from the interface, makes nD separation, and sends isolated fractions to the interface. By repeating this process, we achieved variable dimensionality of LC separations. We also presented a preparative 3D-LC separation of herbal medicines to validate the principle of "less configuration and more dimensionality". Thus, we can explore the higher dimensional preparative separations. The developed preparative mD-LC displayed exceptional power in the isolation of various compounds and has great potential in the application of natural products.
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Affiliation(s)
- Yulin Zhai
- College of Pharmaceutical Science, Soochow University, Suzhou 215123, People's Republic of China.,Shanghai Key Laboratory of Functional Materials Chemistry, School of Chemistry and Molecular Engineering, East China University of Science and Technology, Shanghai 200237, People's Republic of China
| | - Guoli Li
- Shanghai Key Laboratory of Functional Materials Chemistry, School of Chemistry and Molecular Engineering, East China University of Science and Technology, Shanghai 200237, People's Republic of China
| | - Kai Peng
- Soochow High Tech Chromatography Co., Ltd., Suzhou 2151213, People's Republic of China
| | - Zhaosong Ge
- Soochow High Tech Chromatography Co., Ltd., Suzhou 2151213, People's Republic of China
| | - Weibing Zhang
- Shanghai Key Laboratory of Functional Materials Chemistry, School of Chemistry and Molecular Engineering, East China University of Science and Technology, Shanghai 200237, People's Republic of China
| | - Duxin Li
- College of Pharmaceutical Science, Soochow University, Suzhou 215123, People's Republic of China.,Soochow High Tech Chromatography Co., Ltd., Suzhou 2151213, People's Republic of China
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Byrdwell WC, Kotapati HK, Goldschmidt R. Fast chromatography of pulse triacylglycerols. J AM OIL CHEM SOC 2022. [DOI: 10.1002/aocs.12665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Affiliation(s)
- William Craig Byrdwell
- Methods and Application of Food Composition Lab, Agricultural Research Service U.S. Department of Agriculture Beltsville Maryland USA
| | - Hari Kiran Kotapati
- Methods and Application of Food Composition Lab, Agricultural Research Service U.S. Department of Agriculture Beltsville Maryland USA
- Department of Nutrition and Food Science, College of Agriculture and Natural Resources University of Maryland College Park Maryland USA
| | - Robert Goldschmidt
- Methods and Application of Food Composition Lab, Agricultural Research Service U.S. Department of Agriculture Beltsville Maryland USA
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8
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Foster SW, Parker D, Kurre S, Boughton J, Stoll DR, Grinias JP. A review of two-dimensional liquid chromatography approaches using parallel column arrays in the second dimension. Anal Chim Acta 2022; 1228:340300. [DOI: 10.1016/j.aca.2022.340300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 08/18/2022] [Accepted: 08/20/2022] [Indexed: 11/26/2022]
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9
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Comprehensive profiling of conjugated fatty acid isomers and their lipid oxidation products by two-dimensional chiral RP×RP liquid chromatography hyphenated to UV- and SWATH-MS-detection. Anal Chim Acta 2022; 1202:339667. [DOI: 10.1016/j.aca.2022.339667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 02/25/2022] [Accepted: 02/27/2022] [Indexed: 11/23/2022]
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