Scalable purification of cowpea chlorotic mottle virus (CCMV) and its bioconjugates from plant extracts using ultrafiltration
Data files
Mar 13, 2026 version files 12.48 MB
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Figure_1C_Raw_Data.xlsx
1.56 MB
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Figure_3E_Raw_Data.xlsx
1.60 MB
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Figure_3F_Raw_Data.xlsx
1.46 MB
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Figure_3G_Raw_Data.xlsx
37.96 KB
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Figure_3H_Raw_Data.xlsx
37.80 KB
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Figure_4F_Raw_Data.xlsx
10.95 KB
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Figure_4G_Raw_Data.xlsx
1.79 MB
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Figure_4H_Raw_Data.xlsx
1.59 MB
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Figure_S3B_Raw_Data.xlsx
2.78 MB
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Figure_S4A_Raw_Data.xlsx
1.60 MB
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README.md
7.61 KB
Abstract
Plant virus-derived materials are finding applications in science, engineering, and technology – with some candidates advancing toward commercialization, scalable manufacturing methods are needed. We recently established ultrafiltration/diafiltration (UF/DF) for purification of cowpea mosaic virus (CPMV) and tested here broader applicability of this process by purifying cowpea chlorotic mottle virus (CCMV) and its bioconjugates. We optimized extraction, ultrafiltration and ion exchange chromatography for CCMV: acidic buffers (pH 4.0) were ideal for extraction, removing ~80% of plant host cell proteins while recovering nearly 100% of CCMV. Membranes with a 1000 kDa and 300 kDa molecular mass cut-off were best suited for ultrafiltration, allowing to remove impurities, both larger and smaller than CCMV, alongside bulk water. When combining these steps, the same level of purity (>99%) as the contemporary centrifugation process was achieved with only 7 instead of 13 process steps, thus shortening the processing time from ~2-3 days to ~7 hours. The ultrafiltration process was also compatible with virus purification by PEG-precipitation, allowing to harness the advantages of both methods. Importantly, UF/DF enabled purification of CCMV bioconjugates, not only shortening the processing time and improving the recovery up to ~95%, but also removing free dye more efficiently compared to centrifugation.
Dataset DOI: 10.5061/dryad.1c59zw49x
Description of the data and file structure
The following files contain the raw datasets required to reproduce the analyses presented in the article “Scalable purification of cowpea chlorotic mottle virus (CCMV) and its bioconjugates from plant extracts using ultrafiltration". This article was authored by Patrick Opdensteinen, Kyle Lewin, and Nicole Steinmetz (Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California, San Diego, CA, USA) for Biotechnology Journal (2026).
These datasets support a comparison of two methods for plant virus purification: ultrafiltration and centrifugation. Cowpea chlorotic mottle virus (CCMV) was extracted from infected host plant material using each purification method. The resulting viral protein samples were analyzed to evaluate yield and purity and to compare the performance of the two extraction approaches.
The raw data included in this repository correspond to the measurements used to generate the figures and statistical analyses reported in the publication which are intended to be reproducible using the provided data. Methods used to assess product purity include ion exchange chromatography (IEC), size exclusion chromatography (SEC), dynamic light scattering (DLS), and UV–visible spectroscopy (UV–Vis).
Files and variables
File: Figure_1C_Raw_Data.xlsx
Description: This file is an Excel spreadsheet that contains the raw data used to produce the chromatogram shown in Figure 1C of the reference paper. These data were collected after purification of CCMV via ion exchange chromatography, following pH treatment and ultrafiltration/diafiltration (UF/DF).
Variables
- ml: milliliter
- mAU: milli-Absorbance Unit
- mS/cm: milliSiemens per centimeter
- UV: ultraviolet
File: Figure_3E_Raw_Data.xlsx
Description: This file is an Excel spreadsheet that contains the raw data used to produce Figure 3E in the reference paper. The data detail the size exclusion chromatography elution profile of CCMV following purification via centrifugation. These data were collected to evaluate the quality and purity of the final CCMV product.
Variables
- ml: milliliter
- mAU: milli-Absorbance Unit
- UV: ultraviolet
File: Figure_3F_Raw_Data.xlsx
Description: This file is an Excel spreadsheet that contains the raw data used to produce Figure 3F in the reference paper. The data detail the size exclusion chromatography elution profile of CCMV following purification via ultrafiltration/diafiltration (UF/DF). These data were collected to evaluate the quality and purity of the final CCMV product.
Variables
- ml: milliliter
- mAU: milli-Absorbance Unit
- UV: ultraviolet
File: Figure_3G_Raw_Data.xlsx
Description: This file is an Excel spreadsheet that contains the raw data used to produce Figure 3G in the reference paper. The data were collected via size exclusion chromatography and show the particle size distribution of CCMV that was purified using the centrifugation process. These data were collected to evaluate the uniformity of the final CCMV product.
Variables
- PDI: Polydispersity Index (This measures heterogeneity of particle sizes in a sample and indicates the width of a particle size distribution plot.)
File: Figure_3H_Raw_Data.xlsx
Description: This file is an Excel spreadsheet that contains the raw data used to produce Figure 3H in the reference paper. The data were collected via size exclusion chromatography and show the particle size distribution of CCMV that was purified using the ultrafiltration/diafiltration (UF/DF) process. These data were collected to evaluate the uniformity of the final CCMV product.
Variables
- PDI: Polydispersity Index (This measures heterogeneity of particle sizes in a sample and indicates the width of a particle size distribution plot.)
File: Figure_4F_Raw_Data.xlsx
Description: This is an Excel spreadsheet that contains the raw data used to produce Figure 4F in the reference paper. The data detail the recovery of CCMV-FITC conjugates and the removal of free FITC after purification via ultrafiltration/diafiltration (UF/DF) and centrifugation as measured by UV-Vis analysis. These data were collected to evaluate the purifying ability of the UF/DF and centrifugation viral isolation methods.
Variables
- FITC: fluorescein isothiocyanate
- Conc: concentration
- mg/ml: milligrams per milliliter
- ml: milliliter
- AV: average
- SD: standard deviation
- kDa: kilodalton
- PES: polyethersulfone
- min: minute
- w/v: weight per volume
- rpm: revolutions per minute
- ml/min: milliliters per minute
File: Figure_4G_Raw_Data.xlsx
Description: This file is an Excel spreadsheet that contains the raw data used to produce Figure 4G in the reference paper. The data were collected via size exclusion chromatography and show the elution profile of CCMV-FITC particles that were purified via centrifugation. These data were collected to ensure that CCMV conjugate particles stay intact throughout the centrifugation purification process.
Variables
- UV: ultraviolet
- ml: milliliter
- mAU: milli-Absorbance Unit
File: Figure_4H_Raw_Data.xlsx
Description: This file is an Excel spreadsheet that contains the raw data used to produce Figure 4H in the reference paper. The data were collected via size exclusion chromatography and show the elution profile of CCMV-FITC particles that were purified via ultrafiltration/diafiltration (UF/DF). These data were collected to ensure that CCMV conjugate particles stay intact throughout the UF/DF purification process.
Variables
- UV: ultraviolet
- ml: milliliter
- mAU: milli-Absorbance Unit
File: Figure_S3B_Raw_Data.xlsx
Description: This file is an Excel spreadsheet that contains the raw data used to produce Figure S3B in the reference paper. The data were collected via ion exchange chromatography and show the purity of CCMV particles following pH treatment and PEG-precipitation after undergoing the ultrafiltration/diafiltration(UF/DF) process. These data were collected to evaluate the purity of viral isolates when using the UF/DF process compared to PEG-precipitation alone.
Variables
- UV: ultraviolet
- ml: milliliter
- mAU: milli-Absorbance Unit
- mS/cm: milliSiemens per centimeter
- PEG: polyethylene glycol
File: Figure_S4A_Raw_Data.xlsx
Description: This file is an Excel spreadsheet that contains the raw data used to produce Figure S4A in the reference paper. The data were collected via size exclusion chromatography and show the elution profile of CCMV-FITC conjugate particles prior to purification. These data were collected to evaluate the behavior of FITC under acidic chromatography conditions.
Variables
- UV: ultraviolet
- ml: milliliter
- mAU: milli-Absorbance Units
- FITC: fluorescein isothiocyanate
Code/software
All files in this dataset are provided as Microsoft Excel spreadsheets (.xlsx). The files can be opened and viewed using Microsoft Excel or other software capable of reading .xlsx formats (e.g., LibreOffice Calc, Google Sheets). No custom code, scripts, or specialized software are required to access or interpret the data files.
