license: cc-by-4.0
tags:
- Raman Spectroscopy
- biotechnology
- E.Coli
- Fermentation
- High-Throughput
pretty_name: Raman Spectra from High-Throughput Bioprocess Fermentations of E. Coli
language:
- en
size_categories:
- n<1K
Dataset Card for Raman Spectra from High-Throughput Bioprocess Fermentations of E. Coli
Dataset Details
Dataset Description
Raman spectra were obtained during an E. coli fermentation process consisting of a batch and a glucose-limited feeding phase, each lasting about four hours. Samples were automatically collected hourly, centrifuged to separate cells from the supernatant, and the latter was used for both metabolite analysis and Raman measurements. Two Raman spectra of ten seconds each were recorded per sample, with cell removal improving metabolite signal quality. More details can be found in the paper https://doi.org/10.1002/bit.70006
Dataset Sources
- Repository: [https://huggingface.co/datasets/chlange/RamanSpectraEcoliFermentation]
- Paper: [https://doi.org/10.1002/bit.70006]
Citation
Please cite our paper, if you use the dataset:
BibTeX:
@article{lange2025setup, title={A Setup for Automatic Raman Measurements in High-Throughput Experimentation}, author={Lange, Christoph and Seidel, Simon and Altmann, Madeline and Stors, Daniel and Kemmer, Annina and Cai, Linda and Born, Stefan and Neubauer, Peter and Bournazou, M Nicolas Cruz}, journal={Biotechnology and Bioengineering}, volume={122}, number={10}, pages={2751--2769}, year={2025}, publisher={Wiley Online Library} }