Multiple Transcriptomic Networks Regulate the Callus Development Process in <i>Panax ginseng</i>

Abstract

Callus induction is one of the most important techniques in plant-based industries. Important features in the use of callus induction are the maintenance of pluripotency and the proliferation of cells. Although the importance of callus induction is also understood in ginseng, there are no studies on the genetic modules associated with callus induction and growth regulation. Panax ginseng embryo tissue was wounded and cultured in callus-inducing media, and its time-course physiology was observed. Time-course callus samples were collected for total RNA extraction and RNA-Seq analysis using the Illumina HiSeq X Ten platform. P. ginseng embryo tissue was wounded and treated with varying amounts of gamma radiation in callus-inducing media, and samples were also collected for total RNA extraction and RNA-Seq analysis. A combinatory analysis of various network analyses was used to reveal the regulatory network underlying callus development. We were able to determine the time-course physiology of callus development and the dose-dependent effect of gamma radiation on callus development. Network analysis revealed two networks correlated with callus induction and two networks correlated with callus growth. Our research provides a regulatory network illustrating how callus is induced and growth is regulated in P. ginseng. This result would be helpful in the development of a cell culture system or clonal propagation protocol in P. ginseng.

Keywords

• transcriptome
• plant development
• callus
• gamma-ray
• gene regulatory network