Choosing an appropriate somatic embryogenesis medium of carrot (Daucus carota L.) by data mining technology
Generally, the results of this study suggest that data mining through RBF-GA can be considered as a robust approach, besides experimental methods, to model and optimize in vitro culture systems. According to the RBF-GA result, the highest somatic embryogenesis rate (62.5%) can be obtained from Nantes improved cultivar cultured on medium containing 195.23 mg/l MgSO<sub>4</sub>, 330.07 mg/l CaCl<sub>2</sub>, 18.3 mg/l MnSO<sub>4</sub>, 0.46 mg/l 2,4- D, 0.03 mg/l BAP, and 0.88 mg/l KIN. These results were also confirmed in the laboratory.
Authors
- Masoumeh Fallah Ziarani
- Mohsen Hesami (ORCID: https://orcid.org/0000-0001-5289-1835)
- Masoud Tohidfar (ORCID: https://orcid.org/0000-0002-9967-1028)
Institutions
- Shahid Beheshti University (IR)
- University of Guelph (CA)
Publication Details
- Journal
- BMC Biotechnology
- Published
- 2024-09-27
- DOI
- https://doi.org/10.1186/s12896-024-00898-7
- Citations
- 2
- Primary Topic
- Plant tissue culture and regeneration
- Type
- article
- Field-Weighted Citation Impact
- 0.47