This web app analyze deconvoluted HPLC peaks and plot time course data
Project description
Hein HPLC - peak deconvolution and time course plot
Description
This Dash web app aims to perform peak deconvolution without peak assignment or manual baseline correction. This app is developed by mainly referencing HPLC chromatograph. However, by modifying the default peak detection width, this app should be compatible with general peak analysis. It is also capable of processing multiple HPLC data and generating peak area over sample profile in csv.
Installation - pip
pip install hein-hplc
Usage
Run the app.py or use the command below. Click the url displayed in Terminal (default: http://localhost:8050), upload .csv or .UV file to get started. Ctrl+C to stop the app.
hein-hplc
Data format
Chemstattion .UV
Support chemstation .UV file
CSV
For data in .csv, column names are not required. For time course plot (example in sample_data.csv), the column name should be TIME (HH:MM:SS). You can append as many as columns with the same retention time scales.
| Retention Time minutes | 10:39:56 | 10:55:59 | 11:11:43 | ... |
|---|---|---|---|---|
| 0.00125 | 0.42767 | 0.09733 | 0.02217 | ... |
| 0.00292 | 0.41933 | 0.086 | 0.01417 | ... |
| 0.00458 | ... | ... | ... | ... |
Authors
Ivory Zhang | Hein Lab (ivoryzhang@chem.ubc.ca)
License
This project is licensed under the MIT License - see the LICENSE file for details.
Publication
v0.1.0 was published in
Liu, J.; Sato, Y.; Kulkarni, V. K.; Sullivan, A. I.; Zhang, W.; Crudden, C. M.; Hein, J. E. Insights into the synthesis of NHC-stabilized Au nanoclusters through real-time reaction monitoring. Chem. Sci., 2023, 38(14), p. 10500-10507.
App screenshot
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