Chromatography software
Chromatography software is called also Chromatography Data System.[1] It is located in the data station of modern liquid, gas or supercritical fluid chromatographic systems. This is a dedicated software connected to a hardware interface within the chromatographic system, which serves as a central hub for collecting, analyzing, and managing the data generated during the chromatographic analysis.
The data station is connected to the entire instrument in modern systems, especially the detectors, allowing real-time monitoring of the runs, exhibiting them as chromatograms. A chromatogram is a graphical representation of the results obtained from the chromatographic system. In a chromatogram, each component of the mixture appears as a peak or band at a specific retention time, which is related to its characteristics, such as molecular weight, polarity, and affinity for the stationary phase. The height, width, and area of the peaks in a chromatogram provide information about the amount and purity of the components in the sample. Analyzing a chromatogram helps identify and quantify the substances present in the mixture being analyzed.
Integration & Processing
The major tool of the chromatographic software is peaks "integration". A series of articles describes it: Peak Integration Part 1,[2] Peak Integration Part 2,[3] Peak Integration Part 3.[4] The parameters inside the chromatography software which affect the integration are called the Integration events.[5]
Peak integration in any chromatographic software refers to the process of quantifying the areas under the peak's curve in the chromatogram. The area under the peak is proportional to the amount of that particular component in the sample.
Here are the basics of peak integration in a chromatographic system:
- Peak Identification: Before integration, the peaks corresponding to different components in the sample need to be identified, based on their retention times. This is typically done by comparing the observed peaks with known standards or reference data.
- Baseline Correction: Establish a baseline for the chromatogram, which represents the lowest signal level along the time axis next to the peak. The baseline represents the noise and background signal. Taking into account the baseline level allows an accurate integration, because it takes into account any drift or fluctuations in the baseline.
- Peak Integration parameters and settings: Use appropriate algorithms to integrate the peaks in the chromatogram. Adjust integration parameters and settings as needed, such as noting peak width, noise threshold, and baseline correction method, which determine where the peak starts and ends and its maximum point. Optimizing these parameters helps obtain accurate and precise integration results.
- Quantification: Once the areas under the peaks are determined through integration, the quantification of each component is performed. The integrated areas are compared to a calibration curve, created using standards' concentrations to calculate the concentration of each component in the unknown sample.
- Data Interpretation: The software analyzes the integrated data to draw conclusions about the composition, concentration, and purity of the sample. The integrated areas provide valuable information for various applications, including quality control, research, and analysis.
- Validation and Quality Control: It is important to ensure the accuracy and reliability of the integration process, by performing validation and quality control checks to the software itself. This may involve comparing integration results with known standards, replicating analyses, and assessing precision and accuracy[6]
Applications are also available for simulation of chromatography, for example for teaching, demonstration, or for method development &/or optimization.
Software Packages
Many chromatography software packages are provided by manufacturers, and many of them only provide a simple interface to acquire data. They also provide different tools to analyze this data.[7]
The following is a list of software and the (unexplained) tools that each provides. Please note that some of them were discontinued with the years.
| Name | Publisher | Control | Analysis | Type | Comments |
|---|---|---|---|---|---|
| GC-SOS[8] | The 4S Co. | No | Yes | GC | simulation-optimization |
| Malcom[9] | Schlumberger | No | Yes | GC/GC-MS | |
| ChemStation[10] | Agilent | Yes | Yes | LC/GC/LC-MS/GC-MS | discontinued |
| EZChrom Elite[11] | Agilent | Yes | Yes | LC/GC | |
| OpenLAB CDS[12] | Agilent | Yes | Yes | LC/GC/LC-MS/GC-MS | |
| Analytical Studio | Virscidian | Yes | Yes | LC/GC/SFC-MS | Vendor agnostic data analysis and decision making informatics solution |
| Chromeleon | Thermo Scientific | Yes | Yes | GC/LC/IEX/MS | |
| Empower[13] | Waters | Yes | Yes | GC/LC | |
| OpenChrom[14] | Lablicate | No | Yes | GC/LC/LC-MS/GC-MS | open-source EPL with commercial support |
| Atlas CDS[15] | Thermo Scientific | Yes | Yes | GC/LC | |
| Clarity[16] | DataApex | Yes | Yes | GC/LC/MS | independent software |
| Mass Frontier[17] | HighChem | Yes | GC/LC/MS | ||
| MassLynx[18] | Waters | Yes | LC/MS | ||
| LabSolutions[19] | Shimadzu | Yes | Yes | LC/GC | |
| PowerChrom[20] | eDAQ | Yes | Yes | LC/GC/CE | |
| ChromStar7[21] | SCPA | Yes | Yes | LC | |
| PrepCon5[22] | SCPA | Yes | Yes | LC-Prep/MS | |
| Unicorn 7.0[23] | GE Life Sciences | Yes | Yes | LC/GC/LC-MS/GC-MS | |
| Trilution LC[24] | Gilson | Yes | Yes | LC/LC-MS | |
| ChromNAV[25] | JASCO | Yes | Yes | LC | |
| CHROMuLAN[26] | PiKRON | Yes | Yes | LC | open-source[27] GPL |
| ChromaTOF[28] | LECO | Yes | Yes | GC/GC-TOF-MS | |
| Peaksel[29] | Elsci | No | Yes | LC/GC, MS (SQD, QqQ, QTOF)/DAD/etc; | Web app, cloud and on-prem installation, supports High Throughput Analysis. Has free offerings. |
| Mestrenova[30] | Mestrelab research | No | Yes | LC/GC/LC-MS/GC-MS/SFC-MS | vendor independent data analysis software |
| PeakLab[31] | AIST Software | No | Yes | GC/LC | nonlinear peak fitting |
| CompassCDS[32] | Scion Instruments | Yes | Yes | GC/LC | XML |
| QuantaSep[33] | Sepragen | Yes | Yes | LC |
See also
References
Page Template:Reflist/styles.css has no content.
- ^ Page Module:Citation/CS1/styles.css has no content.Papas, Andrew N. (1989). "Chromatographic Data Systems: A Critical Review". C R C Critical Reviews in Analytical Chemistry. 20 (6): 359–404. doi:10.1080/10408348908050072. ISSN 0007-8980.
- ^ Page Module:Citation/CS1/styles.css has no content."Peak Integration, Part 1: How It Is Done". Separation Science. 2021-02-09. Retrieved 2023-10-15.
- ^ Page Module:Citation/CS1/styles.css has no content."Peak Integration, Part 2: If You Don't Like the Default Conditions". Separation Science. 2021-02-09. Retrieved 2023-10-15.
- ^ Page Module:Citation/CS1/styles.css has no content."Peak Integration, Part 3:Common Integration Errors". Separation Science. 2021-02-09. Retrieved 2023-10-15.
- ^ Page Module:Citation/CS1/styles.css has no content."Challenging Chromatographic Peak Integration". www.americanlaboratory.com. September 1, 2010. Retrieved 2023-10-15.
- ^ Page Module:Citation/CS1/styles.css has no content.McDowall, R. D. (2017). Validation of chromatography data systems: ensuring data integrity, meeting business and regulatory requirements. RSC chromatography monographs (2nd ed.). Cambridge: Royal Society of Chemistry. ISBN 978-1-84973-662-6.
- ^ Page Module:Citation/CS1/styles.css has no content.Mazzarese, Robert P.; Zipfell, Peter J.; Bird, Steven M.; Dong, Michael W. (2019). "Chromatography Data Systems: Perspectives, Principles, and Trends". LCGC North America. 37 (12): 852–865.
- ^ GC_SOS website
- ^ Page Module:Citation/CS1/styles.css has no content."Malcom on Schlumberger website". Archived from the original on 2011-12-31. Retrieved 2012-01-23.
- ^ Page Module:Citation/CS1/styles.css has no content."ChemStation on www.chem.agilent.com". Archived from the original on 2010-08-22. Retrieved 2010-09-15.
- ^ Page Module:Citation/CS1/styles.css has no content."OpenLab EZChrom". www.agilent.com. Retrieved September 6, 2025.
- ^ Page Module:Citation/CS1/styles.css has no content."Chromatography Method Development - OpenLab ChemStation | Agilent". www.agilent.com. Retrieved 2023-10-15.
- ^ Empower on www.waters.com
- ^ OpenChrom homepage
- ^ Atlas CDS on www.thermoscientific.com
- ^ Clarity on www.dataapex.com
- ^ Page Module:Citation/CS1/styles.css has no content."Mass Frontier on www.highchem.com". Archived from the original on 2015-02-27. Retrieved 2015-02-27.
- ^ MassLynx on waters.com
- ^ Page Module:Citation/CS1/styles.css has no content."LabSolutions: Shimadzu (Shimadzu Corporation)". www.shimadzu.com. Archived from the original on 2018-02-14. Retrieved 2018-02-14.
- ^ Page Module:Citation/CS1/styles.css has no content."ES280 PowerChrom Software : eDAQ".
- ^ Page Module:Citation/CS1/styles.css has no content."ChromStar7 on scpa.de".
- ^ Page Module:Citation/CS1/styles.css has no content."PrepCon5 on scpa.de".
- ^ Page Module:Citation/CS1/styles.css has no content."Unicorn on GELifesciences.com".
- ^ Page Module:Citation/CS1/styles.css has no content."Trilution LH 3.0 Media". pt.gilson.com. Retrieved 2018-12-10.
- ^ Page Module:Citation/CS1/styles.css has no content."HPLC Software - ChromNAV 2.0 Chromatography Data System | JASCO". JASCO Inc. Retrieved 2018-12-10.
- ^ Page Module:Citation/CS1/styles.css has no content."PiKRON - CHROMuLAN". www.pikron.com. Retrieved 2018-12-11.
- ^ CHROMuLAN project at SourceForge.net
- ^ Page Module:Citation/CS1/styles.css has no content."ChromaTOF Software". www.leco.com. Archived from the original on 2019-06-04. Retrieved 2019-06-04.
- ^ Page Module:Citation/CS1/styles.css has no content."Peaksel Software". elsci.io. Retrieved 2019-11-13.
- ^ Page Module:Citation/CS1/styles.css has no content."Mnova MS - Process, analyze and report Mass Analysis Data". Mestrelab. Retrieved 2021-04-19.
- ^ "PeakLab v1", AIST Software, 2023
- ^ Page Module:Citation/CS1/styles.css has no content."Scion Instruments".
- ^ Page Module:Citation/CS1/styles.css has no content."Home". 6 December 2021.
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