Choosing an appropriate somatic embryogenesis medium of carrot (Daucus carota L.) by data mining technology.

ABSTRACT:

Introduction

Developing somatic embryogenesis is one of the main steps in successful in vitro propagation and gene transformation in the carrot. However, somatic embryogenesis is influenced by different intrinsic (genetics, genotype, and explant) and extrinsic (e.g., plant growth regulators (PGRs), medium composition, and gelling agent) factors which cause challenges in developing the somatic embryogenesis protocol. Therefore, optimizing somatic embryogenesis is a tedious, time-consuming, and costly process. Novel data mining approaches through a hybrid of artificial neural networks (ANNs) and optimization algorithms can facilitate modeling and optimizing in vitro culture processes and thereby reduce large experimental treatments and combinations. Carrot is a model plant in genetic

SUBMITTER: Fallah Ziarani M 

PROVIDER: S-EPMC11428924 | biostudies-literature | 2024 Sep

REPOSITORIES: biostudies-literature