Related Experiment Video
Updated: Dec 5, 2025

Large-Scale Multi-Omics Genome-Wide Association Studies Mo-GWAS: Guidelines for Sample Preparation and Normalization
Published on: July 27, 2021
The Chromosome Level Genome and Genome-wide Association Study for the Agronomic Traits of Panax Notoginseng
Guangyi Fan1,2,3,4, Xiaochuan Liu2, Shuai Sun2,5
1State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao 999078, China.
Abstract:
The Chinese ginseng Panax notoginseng is a domesticated herb with significant medicinal and economic value. Here we report a chromosome-level P. notoginseng genome assembly with a high (∼79%) repetitive sequence content. The juxtaposition with the widely distributed, closely related Korean ginseng (Panax ginseng) genome revealed contraction of plant defense genes (in particular R-genes) in the P. notoginseng genome. We also investigated the reasons for the larger genome size of Panax species, revealing contributions from two Panax-specific whole-genome duplication events and transposable element expansion. Transcriptome data and comparative genome analysis revealed the candidate genes involved in the ginsenoside synthesis pathway. We also performed a genome-wide association study on 240 cultivated P. notoginseng individuals and identified the associated genes with dry root weight (63 genes) and stem thickness (168 genes). The P. notoginseng genome represents a critical step toward harnessing the full potential of an economically important and enigmatic plant.

